From 04cb5e1fc6ee90cc9cba718180f4f8283562be27 Mon Sep 17 00:00:00 2001
From: jayanth <jayanth.sattineni@gmail.com>
Date: Mon, 19 May 2025 01:08:15 -0500
Subject: [PATCH] main

---
 .DS_Store                                     | Bin 6148 -> 8196 bytes
 Agriculture/README.md                         |  11 +
 Agriculture/commodity_price_tracker.json      | 299 ++++++++++++++++++
 Agriculture/crop_yield_predictor.json         | 299 ++++++++++++++++++
 Agriculture/drone_image_crop_health.json      | 299 ++++++++++++++++++
 .../farm_equipment_maintenance_reminder.json  | 299 ++++++++++++++++++
 .../greenhouse_climate_controller.json        | 299 ++++++++++++++++++
 Agriculture/harvest_logbook.json              | 299 ++++++++++++++++++
 .../irrigation_schedule_optimizer.json        | 299 ++++++++++++++++++
 Agriculture/pest_outbreak_alert.json          | 299 ++++++++++++++++++
 Agriculture/soil_nutrient_analysis.json       | 299 ++++++++++++++++++
 Agriculture/weather_impact_report.json        | 299 ++++++++++++++++++
 Automotive/README.md                          |  11 +
 Automotive/adas_event_annotator.json          | 299 ++++++++++++++++++
 .../autonomous_vehicle_log_summarizer.json    | 299 ++++++++++++++++++
 Automotive/car_insurance_quote_generator.json | 299 ++++++++++++++++++
 Automotive/connected_car_alert.json           | 299 ++++++++++++++++++
 Automotive/dealer_lead_qualifier.json         | 299 ++++++++++++++++++
 Automotive/ev_battery_degradation_report.json | 299 ++++++++++++++++++
 Automotive/fleet_fuel_efficiency_report.json  | 299 ++++++++++++++++++
 Automotive/recall_notice_tracker.json         | 299 ++++++++++++++++++
 Automotive/ride‑share_surge_predictor.json    | 299 ++++++++++++++++++
 Automotive/vin_decoder.json                   | 299 ++++++++++++++++++
 Energy/README.md                              |  11 +
 Energy/battery_health_monitor.json            | 299 ++++++++++++++++++
 Energy/carbon_footprint_estimator.json        | 299 ++++++++++++++++++
 .../energy_consumption_anomaly_detector.json  | 299 ++++++++++++++++++
 Energy/ev_charging_station_locator.json       | 299 ++++++++++++++++++
 Energy/fuel_price_monitor.json                | 299 ++++++++++++++++++
 Energy/grid_load_alert.json                   | 299 ++++++++++++++++++
 Energy/power_outage_sms.json                  | 299 ++++++++++++++++++
 Energy/renewable_incentive_tracker.json       | 299 ++++++++++++++++++
 Energy/solar_output_forecaster.json           | 299 ++++++++++++++++++
 Energy/wind_farm_maintenance_scheduler.json   | 299 ++++++++++++++++++
 Gaming/README.md                              |  11 +
 Gaming/achievement_suggestion_engine.json     | 299 ++++++++++++++++++
 Gaming/discord_guild_welcome_bot.json         | 299 ++++++++++++++++++
 Gaming/esports_match_alert.json               | 299 ++++++++++++++++++
 Gaming/game_bug_triage.json                   | 299 ++++++++++++++++++
 Gaming/in‑game_event_reminder.json            | 299 ++++++++++++++++++
 Gaming/loot‑box_probability_calculator.json   | 299 ++++++++++++++++++
 Gaming/patch_note_summarizer.json             | 299 ++++++++++++++++++
 Gaming/player_sentiment_dashboard.json        | 299 ++++++++++++++++++
 Gaming/twitch_clip_highlights_script.json     | 299 ++++++++++++++++++
 Gaming/virtual_economy_price_tracker.json     | 299 ++++++++++++++++++
 IoT/README.md                                 |  11 +
 IoT/ble_beacon_mapper.json                    | 299 ++++++++++++++++++
 IoT/edge_device_log_compressor.json           | 299 ++++++++++++++++++
 IoT/environmental_data_dashboard.json         | 299 ++++++++++++++++++
 IoT/industrial_iot_kpi_email.json             | 299 ++++++++++++++++++
 IoT/iot_device_firmware_update_planner.json   | 299 ++++++++++++++++++
 IoT/mqtt_topic_monitor.json                   | 299 ++++++++++++++++++
 IoT/predictive_maintenance_alert.json         | 299 ++++++++++++++++++
 IoT/sensor_fault_detector.json                | 299 ++++++++++++++++++
 IoT/smart_home_energy_saver.json              | 299 ++++++++++++++++++
 IoT/vehicle_telematics_analyzer.json          | 299 ++++++++++++++++++
 Legal_Tech/README.md                          |  11 +
 Legal_Tech/case_law_summarizer.json           | 299 ++++++++++++++++++
 Legal_Tech/compliance_checklist_builder.json  | 299 ++++++++++++++++++
 Legal_Tech/contract_clause_extractor.json     | 299 ++++++++++++++++++
 Legal_Tech/court_date_reminder.json           | 299 ++++++++++++++++++
 Legal_Tech/gdpr_violation_alert.json          | 299 ++++++++++++++++++
 Legal_Tech/legal_billing_analyzer.json        | 299 ++++++++++++++++++
 Legal_Tech/nda_risk_detector.json             | 299 ++++++++++++++++++
 Legal_Tech/patent_abstract_summarizer.json    | 299 ++++++++++++++++++
 Legal_Tech/privacy_policy_generator.json      | 299 ++++++++++++++++++
 Legal_Tech/trademark_status_monitor.json      | 299 ++++++++++++++++++
 Manufacturing/README.md                       |  11 +
 Manufacturing/inventory_restock_forecast.json | 299 ++++++++++++++++++
 Manufacturing/machine_downtime_predictor.json | 299 ++++++++++++++++++
 Manufacturing/maintenance_ticket_router.json  | 299 ++++++++++++++++++
 Manufacturing/mes_log_analyzer.json           | 299 ++++++++++++++++++
 Manufacturing/packaging_waste_calculator.json | 299 ++++++++++++++++++
 Manufacturing/production_kpi_dashboard.json   | 299 ++++++++++++++++++
 Manufacturing/quality_defect_classifier.json  | 299 ++++++++++++++++++
 Manufacturing/safety_incident_alert.json      | 299 ++++++++++++++++++
 Manufacturing/shift_handover_summary.json     | 299 ++++++++++++++++++
 Manufacturing/supply_chain_delay_monitor.json | 299 ++++++++++++++++++
 Media/README.md                               |  11 +
 Media/ad_campaign_performance_alert.json      | 299 ++++++++++++++++++
 Media/breaking_news_summarizer.json           | 299 ++++++++++++++++++
 Media/content_idea_brainstormer.json          | 299 ++++++++++++++++++
 Media/live_stream_chat_moderator.json         | 299 ++++++++++++++++++
 Media/music_playlist_mood_tagger.json         | 299 ++++++++++++++++++
 Media/podcast_show_notes_generator.json       | 299 ++++++++++++++++++
 Media/pr_crisis_detector.json                 | 299 ++++++++++++++++++
 Media/script_dialogue_analyzer.json           | 299 ++++++++++++++++++
 Media/social_buzz_heatmap.json                | 299 ++++++++++++++++++
 Media/tv_rating_trend_report.json             | 299 ++++++++++++++++++
 Real_Estate/README.md                         |  11 +
 Real_Estate/hoa_fee_analyzer.json             | 299 ++++++++++++++++++
 Real_Estate/lead_scoring_with_mls_data.json   | 299 ++++++++++++++++++
 Real_Estate/mortgage_rate_alert.json          | 299 ++++++++++++++++++
 Real_Estate/neighborhood_safety_insights.json | 299 ++++++++++++++++++
 Real_Estate/open_house_reminder.json          | 299 ++++++++++++++++++
 .../property_description_generator.json       | 299 ++++++++++++++++++
 .../real_estate_market_trend_report.json      | 299 ++++++++++++++++++
 Real_Estate/rental_price_estimator.json       | 299 ++++++++++++++++++
 Real_Estate/tenant_screening_summary.json     | 299 ++++++++++++++++++
 Real_Estate/zoning_regulation_checker.json    | 299 ++++++++++++++++++
 Travel/README.md                              |  11 +
 Travel/airport_lounge_finder.json             | 299 ++++++++++++++++++
 Travel/currency_exchange_estimator.json       | 299 ++++++++++++++++++
 Travel/flight_price_drop_alert.json           | 299 ++++++++++++++++++
 Travel/hotel_review_sentiment.json            | 299 ++++++++++++++++++
 Travel/local_attraction_recommender.json      | 299 ++++++++++++++++++
 Travel/road_trip_stop_planner.json            | 299 ++++++++++++++++++
 Travel/travel_advisory_monitor.json           | 299 ++++++++++++++++++
 Travel/travel_itinerary_builder.json          | 299 ++++++++++++++++++
 Travel/visa_requirement_checker.json          | 299 ++++++++++++++++++
 Travel/weather_packing_list_generator.json    | 299 ++++++++++++++++++
 111 files changed, 30010 insertions(+)
 create mode 100644 Agriculture/README.md
 create mode 100644 Agriculture/commodity_price_tracker.json
 create mode 100644 Agriculture/crop_yield_predictor.json
 create mode 100644 Agriculture/drone_image_crop_health.json
 create mode 100644 Agriculture/farm_equipment_maintenance_reminder.json
 create mode 100644 Agriculture/greenhouse_climate_controller.json
 create mode 100644 Agriculture/harvest_logbook.json
 create mode 100644 Agriculture/irrigation_schedule_optimizer.json
 create mode 100644 Agriculture/pest_outbreak_alert.json
 create mode 100644 Agriculture/soil_nutrient_analysis.json
 create mode 100644 Agriculture/weather_impact_report.json
 create mode 100644 Automotive/README.md
 create mode 100644 Automotive/adas_event_annotator.json
 create mode 100644 Automotive/autonomous_vehicle_log_summarizer.json
 create mode 100644 Automotive/car_insurance_quote_generator.json
 create mode 100644 Automotive/connected_car_alert.json
 create mode 100644 Automotive/dealer_lead_qualifier.json
 create mode 100644 Automotive/ev_battery_degradation_report.json
 create mode 100644 Automotive/fleet_fuel_efficiency_report.json
 create mode 100644 Automotive/recall_notice_tracker.json
 create mode 100644 Automotive/ride‑share_surge_predictor.json
 create mode 100644 Automotive/vin_decoder.json
 create mode 100644 Energy/README.md
 create mode 100644 Energy/battery_health_monitor.json
 create mode 100644 Energy/carbon_footprint_estimator.json
 create mode 100644 Energy/energy_consumption_anomaly_detector.json
 create mode 100644 Energy/ev_charging_station_locator.json
 create mode 100644 Energy/fuel_price_monitor.json
 create mode 100644 Energy/grid_load_alert.json
 create mode 100644 Energy/power_outage_sms.json
 create mode 100644 Energy/renewable_incentive_tracker.json
 create mode 100644 Energy/solar_output_forecaster.json
 create mode 100644 Energy/wind_farm_maintenance_scheduler.json
 create mode 100644 Gaming/README.md
 create mode 100644 Gaming/achievement_suggestion_engine.json
 create mode 100644 Gaming/discord_guild_welcome_bot.json
 create mode 100644 Gaming/esports_match_alert.json
 create mode 100644 Gaming/game_bug_triage.json
 create mode 100644 Gaming/in‑game_event_reminder.json
 create mode 100644 Gaming/loot‑box_probability_calculator.json
 create mode 100644 Gaming/patch_note_summarizer.json
 create mode 100644 Gaming/player_sentiment_dashboard.json
 create mode 100644 Gaming/twitch_clip_highlights_script.json
 create mode 100644 Gaming/virtual_economy_price_tracker.json
 create mode 100644 IoT/README.md
 create mode 100644 IoT/ble_beacon_mapper.json
 create mode 100644 IoT/edge_device_log_compressor.json
 create mode 100644 IoT/environmental_data_dashboard.json
 create mode 100644 IoT/industrial_iot_kpi_email.json
 create mode 100644 IoT/iot_device_firmware_update_planner.json
 create mode 100644 IoT/mqtt_topic_monitor.json
 create mode 100644 IoT/predictive_maintenance_alert.json
 create mode 100644 IoT/sensor_fault_detector.json
 create mode 100644 IoT/smart_home_energy_saver.json
 create mode 100644 IoT/vehicle_telematics_analyzer.json
 create mode 100644 Legal_Tech/README.md
 create mode 100644 Legal_Tech/case_law_summarizer.json
 create mode 100644 Legal_Tech/compliance_checklist_builder.json
 create mode 100644 Legal_Tech/contract_clause_extractor.json
 create mode 100644 Legal_Tech/court_date_reminder.json
 create mode 100644 Legal_Tech/gdpr_violation_alert.json
 create mode 100644 Legal_Tech/legal_billing_analyzer.json
 create mode 100644 Legal_Tech/nda_risk_detector.json
 create mode 100644 Legal_Tech/patent_abstract_summarizer.json
 create mode 100644 Legal_Tech/privacy_policy_generator.json
 create mode 100644 Legal_Tech/trademark_status_monitor.json
 create mode 100644 Manufacturing/README.md
 create mode 100644 Manufacturing/inventory_restock_forecast.json
 create mode 100644 Manufacturing/machine_downtime_predictor.json
 create mode 100644 Manufacturing/maintenance_ticket_router.json
 create mode 100644 Manufacturing/mes_log_analyzer.json
 create mode 100644 Manufacturing/packaging_waste_calculator.json
 create mode 100644 Manufacturing/production_kpi_dashboard.json
 create mode 100644 Manufacturing/quality_defect_classifier.json
 create mode 100644 Manufacturing/safety_incident_alert.json
 create mode 100644 Manufacturing/shift_handover_summary.json
 create mode 100644 Manufacturing/supply_chain_delay_monitor.json
 create mode 100644 Media/README.md
 create mode 100644 Media/ad_campaign_performance_alert.json
 create mode 100644 Media/breaking_news_summarizer.json
 create mode 100644 Media/content_idea_brainstormer.json
 create mode 100644 Media/live_stream_chat_moderator.json
 create mode 100644 Media/music_playlist_mood_tagger.json
 create mode 100644 Media/podcast_show_notes_generator.json
 create mode 100644 Media/pr_crisis_detector.json
 create mode 100644 Media/script_dialogue_analyzer.json
 create mode 100644 Media/social_buzz_heatmap.json
 create mode 100644 Media/tv_rating_trend_report.json
 create mode 100644 Real_Estate/README.md
 create mode 100644 Real_Estate/hoa_fee_analyzer.json
 create mode 100644 Real_Estate/lead_scoring_with_mls_data.json
 create mode 100644 Real_Estate/mortgage_rate_alert.json
 create mode 100644 Real_Estate/neighborhood_safety_insights.json
 create mode 100644 Real_Estate/open_house_reminder.json
 create mode 100644 Real_Estate/property_description_generator.json
 create mode 100644 Real_Estate/real_estate_market_trend_report.json
 create mode 100644 Real_Estate/rental_price_estimator.json
 create mode 100644 Real_Estate/tenant_screening_summary.json
 create mode 100644 Real_Estate/zoning_regulation_checker.json
 create mode 100644 Travel/README.md
 create mode 100644 Travel/airport_lounge_finder.json
 create mode 100644 Travel/currency_exchange_estimator.json
 create mode 100644 Travel/flight_price_drop_alert.json
 create mode 100644 Travel/hotel_review_sentiment.json
 create mode 100644 Travel/local_attraction_recommender.json
 create mode 100644 Travel/road_trip_stop_planner.json
 create mode 100644 Travel/travel_advisory_monitor.json
 create mode 100644 Travel/travel_itinerary_builder.json
 create mode 100644 Travel/visa_requirement_checker.json
 create mode 100644 Travel/weather_packing_list_generator.json

diff --git a/.DS_Store b/.DS_Store
index 68586da00124b12933dffab2131c028d80d8be1e..71523bf0d2ef2d6c8bc548a6131e10fc2b121aed 100644
GIT binary patch
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diff --git a/Agriculture/README.md b/Agriculture/README.md
new file mode 100644
index 0000000..d180a82
--- /dev/null
+++ b/Agriculture/README.md
@@ -0,0 +1,11 @@
+# Agriculture Templates
+- **soil_nutrient_analysis.json** – weaviate/huggingface/huggingface
+- **crop_yield_predictor.json** – supabase/huggingface/openai
+- **pest_outbreak_alert.json** – pinecone/cohere/openai
+- **irrigation_schedule_optimizer.json** – pinecone/openai/huggingface
+- **farm_equipment_maintenance_reminder.json** – weaviate/openai/huggingface
+- **commodity_price_tracker.json** – redis/cohere/anthropic
+- **weather_impact_report.json** – supabase/huggingface/anthropic
+- **drone_image_crop_health.json** – supabase/openai/anthropic
+- **harvest_logbook.json** – pinecone/openai/huggingface
+- **greenhouse_climate_controller.json** – pinecone/huggingface/huggingface
\ No newline at end of file
diff --git a/Agriculture/commodity_price_tracker.json b/Agriculture/commodity_price_tracker.json
new file mode 100644
index 0000000..146a933
--- /dev/null
+++ b/Agriculture/commodity_price_tracker.json
@@ -0,0 +1,299 @@
+{
+  "name": "Commodity Price Tracker",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Commodity Price Tracker",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "240bb73f-5a0c-4672-a36d-98daf070734b",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "commodity_price_tracker"
+      },
+      "id": "c23087f3-5dcd-45fe-a5f7-51cc99d3e7e1",
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+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
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+        "chunkOverlap": 40
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+      "id": "013d0864-5f21-4cb8-8867-0c0e4445483a",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
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+      "id": "db0e2610-9e2f-4435-b166-81d3532dd10e",
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+        0
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+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "commodity_price_tracker"
+      },
+      "id": "2b3496e2-4feb-4dbc-8a5f-b1ececb2f844",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "commodity_price_tracker"
+      },
+      "id": "edbac296-9e6e-4152-92d8-a1f92364a08a",
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+        -180
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+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
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+      }
+    },
+    {
+      "parameters": {
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+      "id": "1a0a6979-6af4-4e37-be9e-4716e7f172b5",
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+        -180
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+    {
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+      "id": "2847718a-be62-48a3-b9da-3893bba372f0",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
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+        -40
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+      "parameters": {},
+      "id": "782053c8-0213-4494-aa1b-2a9effa10f1c",
+      "name": "Chat",
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+      "credentials": {
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+          "name": "Anthropic"
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+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "cc4cac32-3d40-4e4a-84ef-fe3a19777d08",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
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+      "position": [
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+        -40
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+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "c5d7ca13-2e69-47c4-9fbd-590e15be38b8",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
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+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
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+          {
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+            "type": "ai_embedding",
+            "index": 0
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+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Agriculture/crop_yield_predictor.json b/Agriculture/crop_yield_predictor.json
new file mode 100644
index 0000000..a5da81b
--- /dev/null
+++ b/Agriculture/crop_yield_predictor.json
@@ -0,0 +1,299 @@
+{
+  "name": "Crop Yield Predictor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Crop Yield Predictor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "f3362646-7c46-4e50-a664-66be86a30320",
+      "name": "Sticky",
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+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "crop_yield_predictor"
+      },
+      "id": "189bb6ad-a417-41f6-bf7a-0e3ddda212f0",
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+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
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+    {
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+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
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+      "name": "Splitter",
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+      "typeVersion": 1,
+      "position": [
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+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
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+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
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+      "position": [
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
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+        "mode": "insert",
+        "indexName": "crop_yield_predictor"
+      },
+      "id": "fa3aa105-97d5-48f0-9596-2c79447b9eea",
+      "name": "Insert",
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+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
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+        "indexName": "crop_yield_predictor"
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+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "71c5bb9a-669c-47b3-aa70-84729641c4e9",
+      "name": "Tool",
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+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "3fe292ff-58f2-4611-b977-50c75389eb24",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "d358d3c2-c50d-4959-a0f5-37a9dffb6d18",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
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+      ]
+    },
+    {
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+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
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+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
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+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Agriculture/drone_image_crop_health.json b/Agriculture/drone_image_crop_health.json
new file mode 100644
index 0000000..cb1a024
--- /dev/null
+++ b/Agriculture/drone_image_crop_health.json
@@ -0,0 +1,299 @@
+{
+  "name": "Drone Image Crop Health",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Drone Image Crop Health",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "5021afba-679d-4168-84d0-ddf4a0bc7335",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "drone_image_crop_health"
+      },
+      "id": "990495aa-c27d-4380-9ea8-c2c379723be0",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "10dd6e0f-6225-4179-a7cf-bc2d08425295",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
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+      },
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+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "drone_image_crop_health"
+      },
+      "id": "2f5b44a3-5535-4472-900f-3c779acf0c88",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
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+      "position": [
+        300,
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+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "drone_image_crop_health"
+      },
+      "id": "34ff1a82-d55f-4c75-9682-46f6a9e10651",
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+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "b602a790-75b9-4bd5-9a7f-31d80f1d39b8",
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+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
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+    {
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+    {
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+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
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+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "941c34d6-684f-4aa3-b291-d076b88fe47d",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "0fce026d-27e0-4ff4-8eae-87f5ab08dbd3",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
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+      "position": [
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+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
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+        ]
+      ]
+    },
+    "Splitter": {
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+      ],
+      "ai_textSplitter": [
+        [
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+    },
+    "Embeddings": {
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+    },
+    "Tool": {
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+        [
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+            "type": "ai_tool",
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+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
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+          }
+        ]
+      ]
+    },
+    "Chat": {
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+      ]
+    },
+    "Agent": {
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+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Agriculture/farm_equipment_maintenance_reminder.json b/Agriculture/farm_equipment_maintenance_reminder.json
new file mode 100644
index 0000000..c18d346
--- /dev/null
+++ b/Agriculture/farm_equipment_maintenance_reminder.json
@@ -0,0 +1,299 @@
+{
+  "name": "Farm Equipment Maintenance Reminder",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Farm Equipment Maintenance Reminder",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "043695df-1656-4961-bbca-d12a2c3545c3",
+      "name": "Sticky",
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+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "farm_equipment_maintenance_reminder"
+      },
+      "id": "6f478769-d464-4f1e-9045-a60a13ff6b8c",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
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+        "chunkOverlap": 40
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+      "typeVersion": 1,
+      "position": [
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+      "credentials": {
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+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "farm_equipment_maintenance_reminder"
+      },
+      "id": "2b52a165-3367-474e-9212-4642f59e989c",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
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+      "position": [
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+      "credentials": {
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+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "farm_equipment_maintenance_reminder"
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+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
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+    {
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+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
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+      "position": [
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+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
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+        "text": "={{ $json }}"
+      },
+      "id": "ec48816b-79fc-46b3-ac36-f63c66844e2d",
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+    },
+    {
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+  ],
+  "connections": {
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+          {
+            "node": "Memory",
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+        ]
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diff --git a/Agriculture/greenhouse_climate_controller.json b/Agriculture/greenhouse_climate_controller.json
new file mode 100644
index 0000000..fe95adf
--- /dev/null
+++ b/Agriculture/greenhouse_climate_controller.json
@@ -0,0 +1,299 @@
+{
+  "name": "Greenhouse Climate Controller",
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+      "parameters": {
+        "content": "## Greenhouse Climate Controller",
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\ No newline at end of file
diff --git a/Agriculture/harvest_logbook.json b/Agriculture/harvest_logbook.json
new file mode 100644
index 0000000..ecc916d
--- /dev/null
+++ b/Agriculture/harvest_logbook.json
@@ -0,0 +1,299 @@
+{
+  "name": "Harvest Logbook",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Harvest Logbook",
+        "height": 520,
+        "width": 1100
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+      "id": "436f9ee5-71c5-42d5-b7fc-dbcff2db8134",
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\ No newline at end of file
diff --git a/Agriculture/irrigation_schedule_optimizer.json b/Agriculture/irrigation_schedule_optimizer.json
new file mode 100644
index 0000000..688e67a
--- /dev/null
+++ b/Agriculture/irrigation_schedule_optimizer.json
@@ -0,0 +1,299 @@
+{
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+        "content": "## Irrigation Schedule Optimizer",
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+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "8feeeba0-2a81-4271-9277-e7567ad5d952",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
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+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
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+    "Insert": {
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+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
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+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Agriculture/pest_outbreak_alert.json b/Agriculture/pest_outbreak_alert.json
new file mode 100644
index 0000000..15c1b07
--- /dev/null
+++ b/Agriculture/pest_outbreak_alert.json
@@ -0,0 +1,299 @@
+{
+  "name": "Pest Outbreak Alert",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Pest Outbreak Alert",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "c31581de-ca68-49e9-b317-f3739537da27",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "pest_outbreak_alert"
+      },
+      "id": "63496e27-d0de-4da6-8c37-4e92b46b62fd",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
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+      "typeVersion": 1,
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+        "model": "default"
+      },
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+      "name": "Embeddings",
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+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "pest_outbreak_alert"
+      },
+      "id": "6dcce654-7ee3-453c-b54a-bb6151ef25d3",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "pest_outbreak_alert"
+      },
+      "id": "5db24659-3cf4-4917-b295-84e7b331fcab",
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+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "0d28b2c7-5b50-48a8-ac88-7e5e10a4ff57",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
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+    },
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+      "id": "2159d931-0a89-4329-9b99-e38a49a0dc3b",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "efc6cb81-5171-4b99-84dc-736d13eed3f9",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "d316a1db-8ec9-4aba-abff-480b8b8666e2",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "2300884f-6c14-467f-86ae-971687fd42db",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
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+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
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+          }
+        ]
+      ]
+    },
+    "Insert": {
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+        []
+      ]
+    },
+    "Query": {
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+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Agriculture/soil_nutrient_analysis.json b/Agriculture/soil_nutrient_analysis.json
new file mode 100644
index 0000000..8b2e465
--- /dev/null
+++ b/Agriculture/soil_nutrient_analysis.json
@@ -0,0 +1,299 @@
+{
+  "name": "Soil Nutrient Analysis",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Soil Nutrient Analysis",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "238b2e3b-86db-47f4-a94c-deb533b0df67",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "soil_nutrient_analysis"
+      },
+      "id": "dbc9164d-e065-472b-b194-d749c92cb1b6",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "b1e50af6-66c9-4357-b518-ca1eccb1eb61",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {
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+      },
+      "id": "eabc7a23-b1c1-49d2-910f-ded6288e3a35",
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+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "soil_nutrient_analysis"
+      },
+      "id": "9856bc50-88d2-4c09-a56d-dea2e17e04d9",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "soil_nutrient_analysis"
+      },
+      "id": "6fe461aa-020e-46fe-8f01-09419d9cb389",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "0efa7417-f995-4363-9854-b10e19685d81",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "d1e84586-1ce4-4fb2-8fe9-936f69325b35",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "17fb76c5-29db-4d96-bb2b-d5e9a424e249",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "ec9091e0-c299-41e3-a3ae-0449c19c5009",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "291bccce-04b0-482e-b8aa-887b34f8d347",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
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+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
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+            "index": 0
+          },
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+    "Insert": {
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+    "Query": {
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+        [
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+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
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+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
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+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Agriculture/weather_impact_report.json b/Agriculture/weather_impact_report.json
new file mode 100644
index 0000000..a04e183
--- /dev/null
+++ b/Agriculture/weather_impact_report.json
@@ -0,0 +1,299 @@
+{
+  "name": "Weather Impact Report",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Weather Impact Report",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "e3fa53ec-9cd7-4480-8c4d-7dd608cef030",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "weather_impact_report"
+      },
+      "id": "bf9d8b40-4657-431e-bce3-d75c9fa88f3b",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
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+        0
+      ]
+    },
+    {
+      "parameters": {
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+        "chunkOverlap": 40
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+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {
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+      },
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+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
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+      "position": [
+        100,
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "weather_impact_report"
+      },
+      "id": "2747d45f-2b07-4769-9b22-87a8acf5a350",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "weather_impact_report"
+      },
+      "id": "d78405a7-df63-49eb-8279-1a13fb9a8a8d",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
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+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "c09f609d-822d-4535-ad5e-9ea4f49511c0",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
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+      "id": "efcabced-1d59-42e0-885e-fc2e6bb2d207",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {},
+      "id": "42274067-bd6e-4659-9644-529e4e7f7c03",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "2f140a83-a29b-4f43-871b-363f52ba7064",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
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+    {
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+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "a29854b3-52cc-479a-813c-0379b778a0ac",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
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+      ]
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+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Automotive/README.md b/Automotive/README.md
new file mode 100644
index 0000000..d544cf5
--- /dev/null
+++ b/Automotive/README.md
@@ -0,0 +1,11 @@
+# Automotive Templates
+- **vin_decoder.json** – redis/huggingface/huggingface
+- **ev_battery_degradation_report.json** – redis/cohere/openai
+- **connected_car_alert.json** – redis/openai/openai
+- **dealer_lead_qualifier.json** – pinecone/cohere/huggingface
+- **autonomous_vehicle_log_summarizer.json** – weaviate/huggingface/openai
+- **recall_notice_tracker.json** – pinecone/openai/anthropic
+- **fleet_fuel_efficiency_report.json** – weaviate/huggingface/anthropic
+- **ride‑share_surge_predictor.json** – supabase/cohere/anthropic
+- **adas_event_annotator.json** – supabase/cohere/openai
+- **car_insurance_quote_generator.json** – pinecone/huggingface/anthropic
\ No newline at end of file
diff --git a/Automotive/adas_event_annotator.json b/Automotive/adas_event_annotator.json
new file mode 100644
index 0000000..f411488
--- /dev/null
+++ b/Automotive/adas_event_annotator.json
@@ -0,0 +1,299 @@
+{
+  "name": "ADAS Event Annotator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## ADAS Event Annotator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "d8b2d5dd-eec5-4be6-a731-db7610f15cda",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "adas_event_annotator"
+      },
+      "id": "b7650538-2b5e-4c0a-b76b-cafbe17c7379",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "acf9f8f1-18a7-4252-9bbe-d790944659b7",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
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+        "model": "default"
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+      "id": "d8155b88-15fa-4d24-8456-f17814229f46",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
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+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "adas_event_annotator"
+      },
+      "id": "3b95c190-406c-4bab-ac90-b44c606862fd",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "adas_event_annotator"
+      },
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+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
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+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
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+      "position": [
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+    },
+    {
+      "parameters": {},
+      "id": "77813cb8-5069-4cba-b329-8f24b3e680ef",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "2e95e6c3-34d2-4144-807e-6afca51a3e13",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "0e18d385-0727-47f8-8cc8-d4729e36782d",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
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+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
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+            "type": "ai_vectorStore",
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+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Automotive/autonomous_vehicle_log_summarizer.json b/Automotive/autonomous_vehicle_log_summarizer.json
new file mode 100644
index 0000000..4a9dd9e
--- /dev/null
+++ b/Automotive/autonomous_vehicle_log_summarizer.json
@@ -0,0 +1,299 @@
+{
+  "name": "Autonomous Vehicle Log Summarizer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Autonomous Vehicle Log Summarizer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "f9708b29-a07a-487d-b49a-bac5f4a8e782",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "autonomous_vehicle_log_summarizer"
+      },
+      "id": "306645e3-f44e-496b-82e3-89528a3cb018",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "6ba3dfa0-ab28-4c67-963b-125237338956",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
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+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "b0d6400a-7163-41aa-a4da-49b73743afae",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "autonomous_vehicle_log_summarizer"
+      },
+      "id": "fab62e3d-60f5-4030-b24f-79048c151155",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "autonomous_vehicle_log_summarizer"
+      },
+      "id": "21ae647f-f8c0-4836-a929-6288d7d3ea07",
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+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "76f513e1-1d3d-4305-b49f-219caeff0bf1",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "8fa64e3e-f5b5-449b-8ff3-8340e32125e7",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "cf5c1179-cbb9-486c-b189-b3e224cda317",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
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+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "9c387136-e363-4810-8870-7389b629e889",
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+      "type": "@n8n/n8n-nodes-langchain.agent",
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+    {
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+      "position": [
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+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
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+            "type": "main",
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+    "Embeddings": {
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+            "type": "ai_vectorStore",
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+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
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+    },
+    "Agent": {
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+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Automotive/car_insurance_quote_generator.json b/Automotive/car_insurance_quote_generator.json
new file mode 100644
index 0000000..65a57c1
--- /dev/null
+++ b/Automotive/car_insurance_quote_generator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Car Insurance Quote Generator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Car Insurance Quote Generator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "89ff71d5-b2e7-4a66-8acc-821b7f4ce91e",
+      "name": "Sticky",
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+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "car_insurance_quote_generator"
+      },
+      "id": "168d9283-faee-4f7e-a134-f3bfc1294cf0",
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+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
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+      "parameters": {
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+        "chunkOverlap": 40
+      },
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+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
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+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
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+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "car_insurance_quote_generator"
+      },
+      "id": "cd9554af-fc27-42e3-9df0-e6fce15d4f14",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "car_insurance_quote_generator"
+      },
+      "id": "d87552ca-cc95-45b7-9e8e-4695b9a94dad",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "0ca4315b-ba75-4781-9fe4-9f84217a1031",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "5577f119-6005-4dd8-85f9-42ff72058e0c",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "1b8b3b4d-faa8-4150-9d4f-0413299c391d",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "86abc2bc-4caa-44f0-a502-b0ae8524911d",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "25d690be-7683-419e-b615-b4f10fc46518",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Automotive/connected_car_alert.json b/Automotive/connected_car_alert.json
new file mode 100644
index 0000000..c809338
--- /dev/null
+++ b/Automotive/connected_car_alert.json
@@ -0,0 +1,299 @@
+{
+  "name": "Connected Car Alert",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Connected Car Alert",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "e508bf37-1d29-46fb-9d2b-09fc09903dec",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "connected_car_alert"
+      },
+      "id": "5b5062a3-d8a9-41da-a687-2b830fbde108",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "1e33aee3-41f1-4292-8498-658fea4f49f2",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "54f0918a-2f89-464b-9471-b54f1ef9a6c1",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "connected_car_alert"
+      },
+      "id": "2aa86725-8272-4298-bd3c-33baaee4dd2e",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "connected_car_alert"
+      },
+      "id": "1952da2b-e537-4846-bfda-c78a5a9481c9",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "52207087-2724-4839-8455-1c7ad2f9664d",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "65b228b1-b9f6-4c9a-a2de-8122bf06a511",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "64c10477-4721-4bf3-bbfd-d9ba4d459302",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "50bb6eb4-0753-40b9-9969-8c54311a32a6",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "a7973fd2-bd62-414a-99fd-76f54b95a67b",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Automotive/dealer_lead_qualifier.json b/Automotive/dealer_lead_qualifier.json
new file mode 100644
index 0000000..54cec3f
--- /dev/null
+++ b/Automotive/dealer_lead_qualifier.json
@@ -0,0 +1,299 @@
+{
+  "name": "Dealer Lead Qualifier",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Dealer Lead Qualifier",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "10cea33a-c000-4e24-9f0d-2171b4677fc1",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "dealer_lead_qualifier"
+      },
+      "id": "6efd10a1-1894-49b8-86db-299fc884d2b0",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "c3617701-6658-4f40-8050-b84d2f4b92a6",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "294923f9-1194-4e09-929f-0f65cfc40184",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "dealer_lead_qualifier"
+      },
+      "id": "0e73daad-2242-453e-af1c-bd6d96acacd5",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "dealer_lead_qualifier"
+      },
+      "id": "0c18eeed-c8c9-4771-8495-1ad3c1724145",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "513fa07f-a331-473a-82d1-a5be5d7deedb",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "caa6f351-58ce-405d-98d8-24a036970942",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "fca8e004-a059-4362-bad5-1497d584cd69",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "47f4542b-b789-4c81-99b2-3b44d5e19ba5",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "6879e7bb-3330-4068-b9a3-a568447e9a22",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Automotive/ev_battery_degradation_report.json b/Automotive/ev_battery_degradation_report.json
new file mode 100644
index 0000000..fb87851
--- /dev/null
+++ b/Automotive/ev_battery_degradation_report.json
@@ -0,0 +1,299 @@
+{
+  "name": "EV Battery Degradation Report",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## EV Battery Degradation Report",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "92c42e02-8510-40a7-812a-1e1977b1a0ee",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "ev_battery_degradation_report"
+      },
+      "id": "3673f4d3-f755-4da3-a989-f73a24d9458c",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "237228ff-e1ce-4dd2-810d-26b6a27ebfcb",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "97d79812-1e9e-443b-9f5c-8532436082cc",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "ev_battery_degradation_report"
+      },
+      "id": "d59c7a2d-af7e-4752-a673-388d42eaaea1",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "ev_battery_degradation_report"
+      },
+      "id": "c3337778-91bb-421b-881e-e5c90c6fa26e",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "a3b3a77f-8cf8-4d08-b18d-685b140576a9",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "ac626ece-e1db-4620-8899-6f0558f4598f",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "a5f1e8ab-5994-436a-a2b6-0ccbf8153786",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "439a0f84-096a-4d10-a8c4-b919f7cedfed",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "c36303da-2313-4660-a78b-1db36ae3ea7e",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Automotive/fleet_fuel_efficiency_report.json b/Automotive/fleet_fuel_efficiency_report.json
new file mode 100644
index 0000000..1bab7ea
--- /dev/null
+++ b/Automotive/fleet_fuel_efficiency_report.json
@@ -0,0 +1,299 @@
+{
+  "name": "Fleet Fuel Efficiency Report",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Fleet Fuel Efficiency Report",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "80c93476-5b63-4243-94f3-de3e9edffc44",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "fleet_fuel_efficiency_report"
+      },
+      "id": "22ccad0a-ae97-4c60-a0c4-514047993d2d",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "b9fab98c-4465-45eb-889e-c5b7d9c1f014",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "a777db21-1e21-4aa3-b7a8-3b975eda2f97",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "fleet_fuel_efficiency_report"
+      },
+      "id": "870dab94-5dc3-4c03-9552-619966cf2443",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "fleet_fuel_efficiency_report"
+      },
+      "id": "e45aef9d-9c90-4887-a1c4-b28e5395b1ec",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "388e876a-5629-47b9-946e-91dfd93c9ba6",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "be428e1d-04e9-4356-a763-793b4b5c45fb",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "a9dc5065-784a-4f54-bc09-c68b9e2907b4",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "7729e1d0-81f6-462b-a34c-7636a61f650b",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "c20e8f05-4f9a-4f02-a0e2-76ca2d48e821",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Automotive/recall_notice_tracker.json b/Automotive/recall_notice_tracker.json
new file mode 100644
index 0000000..cd733b0
--- /dev/null
+++ b/Automotive/recall_notice_tracker.json
@@ -0,0 +1,299 @@
+{
+  "name": "Recall Notice Tracker",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Recall Notice Tracker",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "cabaeeae-138e-4bba-ad66-dc60b7bdcc67",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "recall_notice_tracker"
+      },
+      "id": "62d1a9b6-18e5-4359-aee8-16265d3e175c",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "97ac992c-ece4-47bc-81d4-4e20c51eb129",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "07e8318a-41fc-4bd5-8b9a-42a189dcddff",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "recall_notice_tracker"
+      },
+      "id": "38445783-55bd-4f33-aeb5-7d1a0764f213",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "recall_notice_tracker"
+      },
+      "id": "a71adc9a-d907-4df5-b013-891ba7a48b3c",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "a5f1c62f-0571-4c5d-b6f1-6737fb1ced90",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "ad0a4111-4d64-40b5-9c6c-011d3227cfab",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "f620de67-8533-417f-8d5b-875ac5447956",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "4890950f-b7ec-4ff3-85c9-5315e6a21713",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "24428616-20e0-4e79-a4b2-9d0c0e357b88",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Automotive/ride‑share_surge_predictor.json b/Automotive/ride‑share_surge_predictor.json
new file mode 100644
index 0000000..1c7c165
--- /dev/null
+++ b/Automotive/ride‑share_surge_predictor.json
@@ -0,0 +1,299 @@
+{
+  "name": "Ride\u2011Share Surge Predictor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Ride\u2011Share Surge Predictor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "7222b61f-b1d0-40fb-860e-aeaf26ea912b",
+      "name": "Sticky",
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+      "position": [
+        -500,
+        -250
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+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "ride\u2011share_surge_predictor"
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+      "id": "4ec2ed88-4a2c-40fa-bc2c-dda08c017360",
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+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
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+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "ride\u2011share_surge_predictor"
+      },
+      "id": "50e25b84-39de-4834-90bf-c53a7a6cff18",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
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+      "position": [
+        300,
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+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
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+    },
+    {
+      "parameters": {
+        "indexName": "ride\u2011share_surge_predictor"
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+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "a33b8427-b94a-493e-92ce-0a80c90d71ab",
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+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
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+      "typeVersion": 1.3,
+      "position": [
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+        -40
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+      "id": "958f0356-b4b0-4423-ae38-74eadea35b4d",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "babe4dc2-d3bd-4101-9dca-fa1525130630",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
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+      "position": [
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+        -40
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+    },
+    {
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+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "eb65c8b5-3bf2-4467-ac01-0238dd992025",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Automotive/vin_decoder.json b/Automotive/vin_decoder.json
new file mode 100644
index 0000000..983e808
--- /dev/null
+++ b/Automotive/vin_decoder.json
@@ -0,0 +1,299 @@
+{
+  "name": "VIN Decoder",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## VIN Decoder",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "793bdb20-2ef2-43ac-bcb3-065bc1678e6f",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "vin_decoder"
+      },
+      "id": "d4dd3e5e-8acb-4442-b5e2-4c4007671b19",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "054255a7-df65-4031-b72a-102ea45a911e",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "6c43b82a-ec86-4ff3-ad0e-6f4af66c4b48",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "vin_decoder"
+      },
+      "id": "562ee6e4-31b9-4f5a-b607-1e980533be6f",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "vin_decoder"
+      },
+      "id": "650713b5-7617-4809-9a9f-f08b29398e68",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
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+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "b51f852e-23ba-4e6a-8276-d17170435cff",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
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+      "id": "b7b36300-8fa6-4766-a9a3-f7a3c8edb38e",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "0ad2d850-02d1-4adc-a968-b2eaff930334",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "3f3fe1b1-c730-466f-82b0-90244506d79f",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "ed2e5eae-1ece-40ed-9f2a-005dbccd651d",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
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+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
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+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
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+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
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+          },
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+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
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+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
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+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
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+    },
+    "Agent": {
+      "main": [
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+  },
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+}
\ No newline at end of file
diff --git a/Energy/README.md b/Energy/README.md
new file mode 100644
index 0000000..72cd4ea
--- /dev/null
+++ b/Energy/README.md
@@ -0,0 +1,11 @@
+# Energy Templates
+- **solar_output_forecaster.json** – supabase/huggingface/anthropic
+- **grid_load_alert.json** – supabase/openai/anthropic
+- **fuel_price_monitor.json** – weaviate/huggingface/anthropic
+- **energy_consumption_anomaly_detector.json** – supabase/huggingface/huggingface
+- **carbon_footprint_estimator.json** – pinecone/openai/anthropic
+- **wind_farm_maintenance_scheduler.json** – weaviate/huggingface/openai
+- **battery_health_monitor.json** – redis/huggingface/huggingface
+- **ev_charging_station_locator.json** – supabase/huggingface/anthropic
+- **power_outage_sms.json** – weaviate/openai/openai
+- **renewable_incentive_tracker.json** – pinecone/huggingface/anthropic
\ No newline at end of file
diff --git a/Energy/battery_health_monitor.json b/Energy/battery_health_monitor.json
new file mode 100644
index 0000000..0f2b4b8
--- /dev/null
+++ b/Energy/battery_health_monitor.json
@@ -0,0 +1,299 @@
+{
+  "name": "Battery Health Monitor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Battery Health Monitor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "8e490880-8ec5-4833-87b2-675e5774a36e",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "battery_health_monitor"
+      },
+      "id": "eae8288b-f1c3-4b83-acf0-733e84ee8f1c",
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+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
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+        "chunkOverlap": 40
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+      "typeVersion": 1,
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+      "parameters": {
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+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
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+        100,
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
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+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "battery_health_monitor"
+      },
+      "id": "f712aa1b-a9c2-4cff-a74c-c60a3839c172",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
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+      "position": [
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+      "credentials": {
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+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "battery_health_monitor"
+      },
+      "id": "0211e7eb-acd7-4d06-bf54-d86f8f9d2384",
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+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
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+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "f0bb0826-cf8d-4585-ad2f-0fd09e9d7bc7",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
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+      "position": [
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+      ]
+    },
+    {
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+      "typeVersion": 1.3,
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+    {
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+          "name": "Sheets"
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+  ],
+  "connections": {
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+      "ai_textSplitter": [
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+      ]
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+    "Tool": {
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+    },
+    "Memory": {
+      "ai_memory": [
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+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
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+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
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+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
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+  }
+}
\ No newline at end of file
diff --git a/Energy/carbon_footprint_estimator.json b/Energy/carbon_footprint_estimator.json
new file mode 100644
index 0000000..72fe336
--- /dev/null
+++ b/Energy/carbon_footprint_estimator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Carbon Footprint Estimator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Carbon Footprint Estimator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "359249c4-cae3-4ea7-8be6-1ca93d1025ce",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "carbon_footprint_estimator"
+      },
+      "id": "d82d5ffc-e2ce-429a-a497-ef3efc2dbc65",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
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+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "98755918-b327-4da0-b94c-2748cd224b00",
+      "name": "Splitter",
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+      "typeVersion": 1,
+      "position": [
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+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "af35c17c-cef7-4552-9982-9dd4eb6588af",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
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+      "position": [
+        100,
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+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "carbon_footprint_estimator"
+      },
+      "id": "793b06f3-d60d-4ac8-bf41-43a6ec9afc9d",
+      "name": "Insert",
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+      "position": [
+        300,
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+      ],
+      "credentials": {
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+          "id": "PINECONE_API",
+          "name": "Pinecone account"
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+      }
+    },
+    {
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+        "indexName": "carbon_footprint_estimator"
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+          "id": "PINECONE_API",
+          "name": "Pinecone account"
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+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "46dcb071-d2c2-4ba5-b8ab-22ab7c75eb90",
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+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
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+      "id": "dd965359-b1af-45c3-b3d8-c016b381756d",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "d6794330-4dda-4b04-9b11-21ea1af000db",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "1058e490-9641-48a3-9b4b-a9ee9b0b6c79",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
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+    },
+    {
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+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
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+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
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+        -40
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+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
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+        ]
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+    "Splitter": {
+      "main": [
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+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
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+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
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+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
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+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
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+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Energy/energy_consumption_anomaly_detector.json b/Energy/energy_consumption_anomaly_detector.json
new file mode 100644
index 0000000..ff2f3fa
--- /dev/null
+++ b/Energy/energy_consumption_anomaly_detector.json
@@ -0,0 +1,299 @@
+{
+  "name": "Energy Consumption Anomaly Detector",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Energy Consumption Anomaly Detector",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "c18e4640-3b84-4bab-98bc-b70a65723764",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "energy_consumption_anomaly_detector"
+      },
+      "id": "a84f44ec-e5cc-4b7b-9dc4-c2bebc16b9f2",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
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+      "position": [
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+    },
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+      "parameters": {
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+        "chunkOverlap": 40
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+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
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+    },
+    {
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+        "mode": "insert",
+        "indexName": "energy_consumption_anomaly_detector"
+      },
+      "id": "5236bb9d-9a5f-4f96-8512-860b5019bf90",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
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+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "energy_consumption_anomaly_detector"
+      },
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+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "c84c0fd1-c002-48ef-b6ab-24aec0a29b06",
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+      "typeVersion": 1.3,
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+      "typeVersion": 1,
+      "position": [
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "9616d716-66ef-4bc2-9274-8312cd5210bd",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
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+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
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+      "position": [
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+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
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+    "Splitter": {
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+      "ai_textSplitter": [
+        [
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+    },
+    "Embeddings": {
+      "ai_embedding": [
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+        [
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+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
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+        ]
+      ]
+    },
+    "Chat": {
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+    },
+    "Agent": {
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+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Energy/ev_charging_station_locator.json b/Energy/ev_charging_station_locator.json
new file mode 100644
index 0000000..2427128
--- /dev/null
+++ b/Energy/ev_charging_station_locator.json
@@ -0,0 +1,299 @@
+{
+  "name": "EV Charging Station Locator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## EV Charging Station Locator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "b3d4e2ca-a0ca-48a4-a2a6-54ba5cb6d5f1",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
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+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "ev_charging_station_locator"
+      },
+      "id": "331111b2-83e7-49e1-ae03-21851b592936",
+      "name": "Webhook",
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+    {
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+        "chunkOverlap": 40
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+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+      "parameters": {
+        "model": "default"
+      },
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+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
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+      "position": [
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "ev_charging_station_locator"
+      },
+      "id": "1b6ee4f1-cf7b-492f-a8ea-fe1b9e084b74",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
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+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "ev_charging_station_locator"
+      },
+      "id": "e0429913-bd7f-44af-ba35-ee3d32a49129",
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+      "credentials": {
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+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "6b629abb-0f22-448a-b656-80edf826de4b",
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+    },
+    {
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+      "id": "2f4424ae-ed8a-4346-900c-6f1f690a9652",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
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+      ]
+    },
+    {
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+      "id": "0e420653-fd49-4fd1-9005-911ece7931b8",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
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+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "25da7439-d468-436e-806d-2ab825ea64db",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
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+    },
+    {
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+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
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+      "id": "b88fad4c-d1ca-40e7-93c9-647cf7530eba",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Energy/fuel_price_monitor.json b/Energy/fuel_price_monitor.json
new file mode 100644
index 0000000..db47285
--- /dev/null
+++ b/Energy/fuel_price_monitor.json
@@ -0,0 +1,299 @@
+{
+  "name": "Fuel Price Monitor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Fuel Price Monitor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "212807c8-eb78-4896-abde-d45490bc8162",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "fuel_price_monitor"
+      },
+      "id": "f007a66b-9a09-4015-bd12-c4372f2a09b7",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "f6d6d176-6a82-4a81-ad07-3d8a6f966bd6",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "a659d2db-9e31-4109-870d-18aa02ff430b",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "fuel_price_monitor"
+      },
+      "id": "8f5a00ab-f203-44a7-a0e7-cda4c826ff4d",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "fuel_price_monitor"
+      },
+      "id": "302ed335-a570-49eb-a5ce-018d5d278b30",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "c7d97d40-d00b-4728-8d15-09e1b67f8798",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "6e671170-08ee-4230-a79f-180b8127e72c",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "a84861c3-3108-4fcd-91e5-f5299311896e",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "00ca9897-6615-42bc-b95e-eff519ad11bc",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "3ccbfc3c-1b58-4f3d-bf24-5798c423f9d1",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Energy/grid_load_alert.json b/Energy/grid_load_alert.json
new file mode 100644
index 0000000..9c10258
--- /dev/null
+++ b/Energy/grid_load_alert.json
@@ -0,0 +1,299 @@
+{
+  "name": "Grid Load Alert",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Grid Load Alert",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "e7633ef7-2eb6-47c4-a3e3-366da7a646d1",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "grid_load_alert"
+      },
+      "id": "b37be8c1-831f-44f5-8b55-28a9702cc37a",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "571fcb73-1c33-4ee5-aeab-2204465da37e",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "227d83d6-1a6b-4db0-a46b-ced721ae7904",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "grid_load_alert"
+      },
+      "id": "4ddc60fe-82e9-4b8d-ac82-de244497fba8",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "grid_load_alert"
+      },
+      "id": "cbef5dd2-7feb-44d4-b205-69146c7d47e7",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "61819858-5fd7-4406-914c-351e3352f360",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "6bd0a1fe-d0c2-4cff-acba-9bed55adc915",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "3a6f67e2-b81c-4aa7-b51e-8c25061dac3a",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "2fcc10dd-5bc4-4c74-bc5f-f00a6435a321",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "8a65e4e9-e2d4-410f-bd42-ac50a8e54c8c",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
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+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
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+          },
+          {
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+          }
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+    },
+    "Insert": {
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+    "Query": {
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+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
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+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
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+            "type": "main",
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+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Energy/power_outage_sms.json b/Energy/power_outage_sms.json
new file mode 100644
index 0000000..4751e71
--- /dev/null
+++ b/Energy/power_outage_sms.json
@@ -0,0 +1,299 @@
+{
+  "name": "Power Outage SMS",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Power Outage SMS",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "05625788-4196-4761-8f3f-1d225d696bfd",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "power_outage_sms"
+      },
+      "id": "9d7f9871-1a5f-49ff-97a3-56e523b40934",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "2e3dd33d-75fe-4c3b-8a3d-685e8ae2dafc",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
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+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
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+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "power_outage_sms"
+      },
+      "id": "64a28761-d24c-4d6d-8e62-d89d283f4c5c",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "power_outage_sms"
+      },
+      "id": "16248ce3-1009-41f2-a192-54f336f8c5e1",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
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+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
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+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
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+      "id": "4866877c-7200-4d47-93d2-3a63e22a5781",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
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+      "position": [
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+      "id": "e233dea2-2f3c-4f1c-af92-c66076fbcfdf",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+    },
+    {
+      "parameters": {},
+      "id": "421534dc-7b0a-4f34-97ec-86def7643e00",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "426a8449-96f9-402a-96b1-0737ca4f6673",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "d4be02b3-2423-4009-8d78-982e5821ba13",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Energy/renewable_incentive_tracker.json b/Energy/renewable_incentive_tracker.json
new file mode 100644
index 0000000..2a0a8f3
--- /dev/null
+++ b/Energy/renewable_incentive_tracker.json
@@ -0,0 +1,299 @@
+{
+  "name": "Renewable Incentive Tracker",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Renewable Incentive Tracker",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "f1933d66-47b0-47ae-97bd-9758c0fc67da",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "renewable_incentive_tracker"
+      },
+      "id": "d9b07644-9ed1-4ef6-a1a8-bef841c713df",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "2e3b51db-80b1-423f-a678-77b92f51744d",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "f3262437-ea70-44d2-91d2-82bb3f1317e9",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "renewable_incentive_tracker"
+      },
+      "id": "6be2eab5-54fb-4e38-941f-e62239677943",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "renewable_incentive_tracker"
+      },
+      "id": "43557f2e-e085-48ba-9bde-2af079657529",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "6f1095a2-b123-41af-b597-349dee988a2b",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "696d20f9-bb8f-4efe-830b-0d1eec4b47d6",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "c16f6c5a-4cb2-4fdb-a5e8-539b517974af",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "ddea133c-b2ff-4a7b-8483-b1b9c002bedf",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "0085ea5e-4ea5-4f90-b541-3deaa4c2bb2e",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Energy/solar_output_forecaster.json b/Energy/solar_output_forecaster.json
new file mode 100644
index 0000000..6fe6816
--- /dev/null
+++ b/Energy/solar_output_forecaster.json
@@ -0,0 +1,299 @@
+{
+  "name": "Solar Output Forecaster",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Solar Output Forecaster",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "0cc41add-c576-4eb2-a577-ba341538b4aa",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "solar_output_forecaster"
+      },
+      "id": "7a6895ad-c973-4829-abb3-52764e18563e",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "4ab8e749-2da3-4702-aa03-92781f013c88",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "2861dfd6-4500-4e90-b346-e67aefc38723",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "solar_output_forecaster"
+      },
+      "id": "bf0938ce-55ad-4563-b3ec-dbf0a747004f",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "solar_output_forecaster"
+      },
+      "id": "b3bb38c2-2d38-4938-be90-9a9adfe1918a",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "184775d4-7184-4c41-b8de-cc8c402c57c8",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "ac64a220-22bf-4f5e-a59b-20b19efb0869",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "287861be-36e0-4424-9971-44020897bd2e",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "ea57fd07-1636-4dc0-835e-904f6952caad",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "3d0a2489-f2f0-4787-8548-4f040a5836c6",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Energy/wind_farm_maintenance_scheduler.json b/Energy/wind_farm_maintenance_scheduler.json
new file mode 100644
index 0000000..9c0339f
--- /dev/null
+++ b/Energy/wind_farm_maintenance_scheduler.json
@@ -0,0 +1,299 @@
+{
+  "name": "Wind Farm Maintenance Scheduler",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Wind Farm Maintenance Scheduler",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "9c8f8a11-cc71-43f1-a71b-db88184ff09c",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "wind_farm_maintenance_scheduler"
+      },
+      "id": "e2a690b3-9bf8-4e9c-82aa-ee390f53f58d",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "9c9b29ed-2898-4035-b7e1-51e6772de2a3",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "1820f73b-76d4-4597-9ee9-7188a2c45ce7",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "wind_farm_maintenance_scheduler"
+      },
+      "id": "579a5cc0-4687-4d99-b379-9fd6085db105",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "wind_farm_maintenance_scheduler"
+      },
+      "id": "1100222d-8cb0-402a-a726-b6a77b6bdbd8",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "d256077f-23e0-4b0a-a15d-c37b724380e4",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "59b38520-1e17-48a4-8a07-d829d76594ef",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "78e9d735-34a8-4562-9173-75df6f9d105d",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "db27c3e8-2164-4105-8900-03356d4bada3",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "d8018a30-fafb-4134-9c5f-fa3dcbe84fab",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Gaming/README.md b/Gaming/README.md
new file mode 100644
index 0000000..6174d50
--- /dev/null
+++ b/Gaming/README.md
@@ -0,0 +1,11 @@
+# Gaming Templates
+- **player_sentiment_dashboard.json** – supabase/huggingface/anthropic
+- **twitch_clip_highlights_script.json** – weaviate/cohere/huggingface
+- **in‑game_event_reminder.json** – supabase/openai/anthropic
+- **patch_note_summarizer.json** – weaviate/cohere/huggingface
+- **esports_match_alert.json** – weaviate/huggingface/openai
+- **loot‑box_probability_calculator.json** – pinecone/cohere/openai
+- **discord_guild_welcome_bot.json** – weaviate/openai/huggingface
+- **game_bug_triage.json** – redis/cohere/huggingface
+- **achievement_suggestion_engine.json** – supabase/huggingface/huggingface
+- **virtual_economy_price_tracker.json** – pinecone/cohere/huggingface
\ No newline at end of file
diff --git a/Gaming/achievement_suggestion_engine.json b/Gaming/achievement_suggestion_engine.json
new file mode 100644
index 0000000..58fe358
--- /dev/null
+++ b/Gaming/achievement_suggestion_engine.json
@@ -0,0 +1,299 @@
+{
+  "name": "Achievement Suggestion Engine",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Achievement Suggestion Engine",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "c96103d4-51c2-42f4-82d5-d0bd2af062d8",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "achievement_suggestion_engine"
+      },
+      "id": "1175ffe4-4776-423f-8eb2-5dce08a0445c",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "95aeda47-eb80-4bfd-99c0-6cd0d83a715c",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "d9d3258d-5d35-4923-b611-d8086ab232cc",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "achievement_suggestion_engine"
+      },
+      "id": "55111748-5efb-46db-908a-fd7914cbf036",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "achievement_suggestion_engine"
+      },
+      "id": "d9ff7e38-2a25-4e64-871a-a94d58371171",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "7a6f5172-4f12-4b00-8baf-9820c9ad87d6",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "17ab029f-1a33-4086-86c0-c6ff909b8252",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "4c89e15d-45a4-4b94-8a63-051d26949d9a",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "5e68d55b-ba2f-4f99-985c-7684dad69661",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "448f14b3-ed84-46a3-b79e-c7ffea9d6e5a",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Gaming/discord_guild_welcome_bot.json b/Gaming/discord_guild_welcome_bot.json
new file mode 100644
index 0000000..9f16b27
--- /dev/null
+++ b/Gaming/discord_guild_welcome_bot.json
@@ -0,0 +1,299 @@
+{
+  "name": "Discord Guild Welcome Bot",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Discord Guild Welcome Bot",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "ec3eca3b-c927-44af-b076-ae454a5f9dba",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "discord_guild_welcome_bot"
+      },
+      "id": "75348d7e-59f5-42ae-aec5-5a993247cce9",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "8f3d6c06-6b07-4e1f-b6c1-881c2201c307",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "9b97ff7a-ad0c-4783-a805-5306ac065a18",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "discord_guild_welcome_bot"
+      },
+      "id": "90aebcf2-d80e-4dda-8ff1-c9cb21daef88",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "discord_guild_welcome_bot"
+      },
+      "id": "98d03e4f-c7a7-4fbc-a740-f0f96511ad26",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "98d3ad26-70f6-4ba9-bbd6-ec4c429fdbac",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "07ee96a3-d9fc-4a9a-84b5-967dd9dce86b",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "63bd3f99-bedd-4c2a-a372-e3a3dfdf13f7",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "2182a66a-8f6b-4ab5-a204-b1d2a193b540",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "bdc65bf0-04e8-454f-af89-365318979a0b",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Gaming/esports_match_alert.json b/Gaming/esports_match_alert.json
new file mode 100644
index 0000000..68fb08f
--- /dev/null
+++ b/Gaming/esports_match_alert.json
@@ -0,0 +1,299 @@
+{
+  "name": "Esports Match Alert",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Esports Match Alert",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "6310f924-d4ae-4b99-9961-f746e39e8504",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "esports_match_alert"
+      },
+      "id": "a36399b2-06a4-4892-96e7-54897ce51bf7",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "2ee4b993-b61c-42f3-8c07-f065c7f30e47",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "31e6d7bc-5a8f-4407-93e6-acd9fe557142",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "esports_match_alert"
+      },
+      "id": "1cfe2b7f-5a8d-40b3-adf0-07f5ee9fed7f",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "esports_match_alert"
+      },
+      "id": "165da07b-3bdc-4729-ba0c-6ff306dcb546",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
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+        300,
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+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
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+    },
+    {
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+        "name": "Weaviate"
+      },
+      "id": "4472053c-dea5-4f7c-94b4-3dc37a225ece",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "311218df-9cc4-4a9d-97f0-4ac4ea56911b",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
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+        -40
+      ]
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+    {
+      "parameters": {},
+      "id": "c1c80c23-a023-486a-b8d2-ba5b40d44531",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "90e08579-d2df-41d9-a31b-8090a1faa28d",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "0c24574c-9152-451d-860e-341111854174",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
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+      ]
+    },
+    "Query": {
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+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Gaming/game_bug_triage.json b/Gaming/game_bug_triage.json
new file mode 100644
index 0000000..761db95
--- /dev/null
+++ b/Gaming/game_bug_triage.json
@@ -0,0 +1,299 @@
+{
+  "name": "Game Bug Triage",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Game Bug Triage",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "612f743e-c25d-4e98-8ff9-d47509fa3160",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "game_bug_triage"
+      },
+      "id": "6b59ea05-a9eb-4f44-86ac-fad9a5d06c03",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
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+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "3d9bb844-8044-487e-aa18-b0906bdd60da",
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+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
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+        "model": "default"
+      },
+      "id": "b5e08fe3-3fed-461a-a1ae-790b5102ec4a",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
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+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "game_bug_triage"
+      },
+      "id": "68f45664-544b-442f-90fb-019764004836",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "game_bug_triage"
+      },
+      "id": "423e4cc0-9a68-4c54-9843-2b766ae74d7f",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
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+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
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+        "name": "Redis"
+      },
+      "id": "ac7b2168-9854-4a03-a22d-79373953fa91",
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+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
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+      "id": "b4c2838f-d6bb-482a-a1ce-c56f9a245616",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "b074d534-0ec7-4de0-b893-cee3b0d2d107",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "6bccf3c4-b931-40b5-bcd5-123cde3f75a8",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "fdbe4ecc-f6c7-4231-b322-540dd189927c",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Gaming/in‑game_event_reminder.json b/Gaming/in‑game_event_reminder.json
new file mode 100644
index 0000000..9539b66
--- /dev/null
+++ b/Gaming/in‑game_event_reminder.json
@@ -0,0 +1,299 @@
+{
+  "name": "In\u2011Game Event Reminder",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## In\u2011Game Event Reminder",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "05e37943-784c-4ddc-8262-b11b4468bc02",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "in\u2011game_event_reminder"
+      },
+      "id": "cf9be310-57eb-46d2-907b-4cae771a3615",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "3f688c0b-aef9-4ba0-ba98-91440c225d7a",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "7fe4aa59-daf3-4ef5-87b8-3ecf0567eb3f",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "in\u2011game_event_reminder"
+      },
+      "id": "ea24c452-2bc9-473d-a463-11bf4132d687",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "in\u2011game_event_reminder"
+      },
+      "id": "63554c27-4c70-4de1-b59d-4521cc425dd3",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "9677d2a5-4086-4bb5-b36e-97679a403867",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "9fc4da5a-e1ef-4ca3-af95-0d0e8abb55a9",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "0c8df9a6-0646-40c1-9e18-1987dd78dcd6",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "bec14d78-ad61-4970-9843-27481b10540f",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "274ee856-100b-46e4-bd83-2fff3cb5f31b",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
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+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
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+      ]
+    },
+    "Query": {
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+        [
+          {
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+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Gaming/loot‑box_probability_calculator.json b/Gaming/loot‑box_probability_calculator.json
new file mode 100644
index 0000000..de5b50c
--- /dev/null
+++ b/Gaming/loot‑box_probability_calculator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Loot\u2011box Probability Calculator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Loot\u2011box Probability Calculator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "10177083-abfd-4dfb-af1b-2106fb3721ef",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "loot\u2011box_probability_calculator"
+      },
+      "id": "d1ecc7b8-8cfd-4f23-9a74-a1f5d1775909",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "23945b52-8d5d-43ff-9183-6512a3936b76",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "08cf7a60-f6a0-4714-93dc-be3a16055184",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "loot\u2011box_probability_calculator"
+      },
+      "id": "4e39cad5-f719-4bdb-9a99-8263eedbc50b",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "loot\u2011box_probability_calculator"
+      },
+      "id": "251b65f4-aca9-4211-86b6-0095359a9b62",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "fed3a403-e464-4464-ac3a-d49443483a32",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "08d85102-f42e-4b58-8735-d380d3d2892b",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "664762ed-3246-452e-ab65-7e02266e8015",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "e2e2ae6a-e151-4eae-8539-8c3692cdd6e2",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "f5088167-5c6c-4c3b-9797-8eedcae0b487",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Gaming/patch_note_summarizer.json b/Gaming/patch_note_summarizer.json
new file mode 100644
index 0000000..84e640c
--- /dev/null
+++ b/Gaming/patch_note_summarizer.json
@@ -0,0 +1,299 @@
+{
+  "name": "Patch Note Summarizer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Patch Note Summarizer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "c27cc49e-4006-42ec-a921-ab82af3e62c3",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "patch_note_summarizer"
+      },
+      "id": "cf75146f-eea9-4d9a-b35e-cfb8c9174f7a",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "87336512-bbfe-45e5-a621-ce1abf7d8dec",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "308d899c-0dfa-4536-8521-71a5e9e0f41e",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "patch_note_summarizer"
+      },
+      "id": "2d180980-fb6c-4f7a-b8a8-8c7119778073",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "patch_note_summarizer"
+      },
+      "id": "13a5f3e5-f066-4e4e-a80f-f76980d6c31e",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "9d435a7e-1141-48ff-ad18-ce9003c95523",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "23f27a06-bfff-4638-860e-9de0f7fef563",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "8de2d6aa-9202-4396-b07c-66eadaf57214",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "2b88cbe9-c0ce-4a18-b3fc-4732ae63317b",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "4297adae-ff27-4e7f-8acb-1db68dd6dd3d",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Gaming/player_sentiment_dashboard.json b/Gaming/player_sentiment_dashboard.json
new file mode 100644
index 0000000..521a678
--- /dev/null
+++ b/Gaming/player_sentiment_dashboard.json
@@ -0,0 +1,299 @@
+{
+  "name": "Player Sentiment Dashboard",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Player Sentiment Dashboard",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "08d2f64f-2d62-4cc5-8e58-1a3df6e0bec5",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "player_sentiment_dashboard"
+      },
+      "id": "7660675d-b017-4664-8e77-8f484ebb79d3",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "259f1438-ba36-415d-aecd-2c29e5bcc7f9",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "387e2d11-4a5c-4746-ab16-1f02f259dc50",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "player_sentiment_dashboard"
+      },
+      "id": "77c8793c-3bb1-4b1a-a97c-78b09dd40404",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "player_sentiment_dashboard"
+      },
+      "id": "f30b5682-283f-4965-a015-9c59b2c57244",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "bbf150df-d5c6-4718-87f3-d3cef4de523d",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "77313ee4-2a1a-4753-aec1-c695b26d8cba",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "5cfc5070-7792-443c-b379-f9340b52ca82",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "092416ca-4b94-4e1a-aba1-1207ad738cc0",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "e2c744d7-2804-4ccb-9da4-a18363c03ea2",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Gaming/twitch_clip_highlights_script.json b/Gaming/twitch_clip_highlights_script.json
new file mode 100644
index 0000000..1ad993b
--- /dev/null
+++ b/Gaming/twitch_clip_highlights_script.json
@@ -0,0 +1,299 @@
+{
+  "name": "Twitch Clip Highlights Script",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Twitch Clip Highlights Script",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "6a478cad-2f39-49c5-9830-d6715c75294c",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "twitch_clip_highlights_script"
+      },
+      "id": "0e483bae-054d-47ac-aa7f-65323632eee0",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "ecfc0bb9-ea39-4bba-9042-a81b03de6e4c",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "81b98f96-46ba-4ba9-81ff-105ab8ecef5a",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "twitch_clip_highlights_script"
+      },
+      "id": "b3eb249c-5439-4c43-ae38-5ffe74d2d516",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "twitch_clip_highlights_script"
+      },
+      "id": "24aec2d4-deec-4c2e-a5c6-b6710093d81f",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "b2ab6e7c-fe8c-4aa6-b0ed-8f97a868ee5a",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "1203c718-aadc-409f-aa2c-157fd8e87786",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "0f4e595a-d49a-4b27-afd7-c7e66a4fd6cb",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "36fd7800-f2f5-4ccc-8883-6ed4314b4ea2",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "d154a778-2ebe-4958-aa3b-15fd0e7be287",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Gaming/virtual_economy_price_tracker.json b/Gaming/virtual_economy_price_tracker.json
new file mode 100644
index 0000000..23ab64a
--- /dev/null
+++ b/Gaming/virtual_economy_price_tracker.json
@@ -0,0 +1,299 @@
+{
+  "name": "Virtual Economy Price Tracker",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Virtual Economy Price Tracker",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "03c385a9-f85e-46f2-99c5-edfc3ebe5f64",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "virtual_economy_price_tracker"
+      },
+      "id": "b9d11a12-4c0d-471a-91d4-a857fe118639",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "8b967de5-7ccc-4e8e-aae8-84fa426bf639",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "7591fec5-1472-408c-b2e0-6d285c1f3a9b",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "virtual_economy_price_tracker"
+      },
+      "id": "a0114631-6544-450d-8ca6-acaa2d57885e",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "virtual_economy_price_tracker"
+      },
+      "id": "48427b20-35b3-446b-9907-eda2b6c54e43",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "8b4c4bf6-bce5-431f-869d-bf630b48e781",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "ce17efe7-6ef0-4070-a0d8-ded8fb62c3ef",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "38f20990-6c11-40ab-b9a1-c7d2910220c9",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "fee37507-5a90-4d39-aa6a-fdb3aef13837",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "399e3dcd-6632-4763-b023-3847ce6239a9",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/IoT/README.md b/IoT/README.md
new file mode 100644
index 0000000..d823980
--- /dev/null
+++ b/IoT/README.md
@@ -0,0 +1,11 @@
+# IoT Templates
+- **sensor_fault_detector.json** – supabase/openai/huggingface
+- **smart_home_energy_saver.json** – supabase/cohere/huggingface
+- **iot_device_firmware_update_planner.json** – pinecone/huggingface/openai
+- **environmental_data_dashboard.json** – weaviate/openai/openai
+- **predictive_maintenance_alert.json** – weaviate/openai/openai
+- **edge_device_log_compressor.json** – redis/cohere/anthropic
+- **mqtt_topic_monitor.json** – redis/openai/huggingface
+- **ble_beacon_mapper.json** – pinecone/huggingface/openai
+- **industrial_iot_kpi_email.json** – redis/cohere/openai
+- **vehicle_telematics_analyzer.json** – redis/openai/huggingface
\ No newline at end of file
diff --git a/IoT/ble_beacon_mapper.json b/IoT/ble_beacon_mapper.json
new file mode 100644
index 0000000..b252c2d
--- /dev/null
+++ b/IoT/ble_beacon_mapper.json
@@ -0,0 +1,299 @@
+{
+  "name": "BLE Beacon Mapper",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## BLE Beacon Mapper",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "3c047bdb-1988-40c3-9387-7f3cf850ecbf",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "ble_beacon_mapper"
+      },
+      "id": "9521a2f4-988b-4356-a645-f74e96199d91",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "c93b923e-630f-4794-86bc-c6a46dd75448",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "427efd54-920f-4c11-bcb6-e8fc8b2b06e8",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "ble_beacon_mapper"
+      },
+      "id": "72d8f04d-916a-4968-83ef-c59d3285235a",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "ble_beacon_mapper"
+      },
+      "id": "ade1889a-c995-4adc-9729-80d02173f265",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "30a123d4-b21d-4078-8a9e-42cb0755f62f",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "690e6a80-9e31-43ee-b9df-a64412709646",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "8defd2b1-fc7d-4c45-a7ac-21535c4c9698",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "3202946a-2f52-4bae-bc6a-c0039a966396",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "b02fb6fe-bf01-46f4-a771-068e91eed04f",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/IoT/edge_device_log_compressor.json b/IoT/edge_device_log_compressor.json
new file mode 100644
index 0000000..8924f32
--- /dev/null
+++ b/IoT/edge_device_log_compressor.json
@@ -0,0 +1,299 @@
+{
+  "name": "Edge Device Log Compressor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Edge Device Log Compressor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "21a7ee40-e9a9-4f5d-a642-a4ca0bcd2173",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "edge_device_log_compressor"
+      },
+      "id": "71b01e81-30c5-41a2-ade1-17d6f5d801ac",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "fb59524e-9794-4ce5-9344-48f41f93791f",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "6bc51683-3627-43ba-b92d-80f431f18471",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "edge_device_log_compressor"
+      },
+      "id": "8c1ef0c2-1c1a-4dfb-a108-191146a74718",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "edge_device_log_compressor"
+      },
+      "id": "0ebd5f21-b97f-4f2e-aefc-8b5bbe80f2b9",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "1fd3ed50-a888-40db-a2f7-1e7f3969ed11",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "dca087fe-c0c8-49d6-a6ba-cac29c1a705b",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "7b812666-e822-4f6e-9096-fe03376736a7",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "160f7edf-c21b-4e16-9ece-288aed8f04f1",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "77e495a4-073e-4594-b624-cedd0cf335e4",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/IoT/environmental_data_dashboard.json b/IoT/environmental_data_dashboard.json
new file mode 100644
index 0000000..289289e
--- /dev/null
+++ b/IoT/environmental_data_dashboard.json
@@ -0,0 +1,299 @@
+{
+  "name": "Environmental Data Dashboard",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Environmental Data Dashboard",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "3205b068-2be2-41b8-8c68-dd13763c1ae5",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "environmental_data_dashboard"
+      },
+      "id": "bc0a6e3d-4271-4dae-90ea-dca965836eea",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "38e51c92-e2e2-44c6-a049-4ac92e5a66e7",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "0077ebd2-9261-4d49-b438-55074c052c7e",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "environmental_data_dashboard"
+      },
+      "id": "baa7b6a8-8fb1-414a-85a0-e3b37f4f6e61",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "environmental_data_dashboard"
+      },
+      "id": "5e3a8e25-d4ba-41d3-9395-274cba83266b",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "934c019d-96b9-49f0-b82d-40732f8c2929",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "57841262-7445-43ec-8250-b14bb6ff4f85",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "6984dd15-9475-4307-a4dd-b105226a21c6",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "b33b5784-70d6-4be6-beba-907780cc638a",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "8da77c27-26fb-41af-bf1d-fd90703ebe0c",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
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+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
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+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/IoT/industrial_iot_kpi_email.json b/IoT/industrial_iot_kpi_email.json
new file mode 100644
index 0000000..61394be
--- /dev/null
+++ b/IoT/industrial_iot_kpi_email.json
@@ -0,0 +1,299 @@
+{
+  "name": "Industrial IoT KPI Email",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Industrial IoT KPI Email",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "943b1bcf-e3db-4693-b7d6-fcd06a9b1ddc",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "industrial_iot_kpi_email"
+      },
+      "id": "ed65e9c1-189a-451a-a353-86ae9e6fa985",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "3bb8b68e-b814-43fc-9236-f2e0615f43a1",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "65454d4a-94d6-4cd5-8b7d-52424158e0e4",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "industrial_iot_kpi_email"
+      },
+      "id": "8a1213d2-7cce-42c4-9106-3e4838896c7b",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "industrial_iot_kpi_email"
+      },
+      "id": "67f16894-cde9-4e15-96b2-4305dacb5184",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "96f6af1b-3417-44ee-a761-9b8ea00bed43",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "67cb649b-99d6-45f6-9278-7874202dbb04",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "2d8679dc-3e72-4b30-a3e4-33a991dad6fa",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "d1330858-7779-4352-b088-a8571b2556a4",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "dd69a3fa-4c57-4425-b609-1598a7583db9",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/IoT/iot_device_firmware_update_planner.json b/IoT/iot_device_firmware_update_planner.json
new file mode 100644
index 0000000..8ea0357
--- /dev/null
+++ b/IoT/iot_device_firmware_update_planner.json
@@ -0,0 +1,299 @@
+{
+  "name": "IoT Device Firmware Update Planner",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## IoT Device Firmware Update Planner",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "f55f7659-b41d-4789-9858-cd6d8d9651d5",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "iot_device_firmware_update_planner"
+      },
+      "id": "c39e47c8-e198-41e9-a7f6-108e475c70a9",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "1ecb126a-db25-4f0d-a8f6-fdf1004a6cc4",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "3b65e37b-20e8-4197-aa20-480c8e9fbef9",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "iot_device_firmware_update_planner"
+      },
+      "id": "a1b9893a-4cc1-42b4-b042-2695d3aeb538",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "iot_device_firmware_update_planner"
+      },
+      "id": "dfd60aa1-5c21-474d-89e0-79918ce5e7c8",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "4378f4fb-739d-4a63-a6f5-6f7c14d38e56",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "1585288e-aedd-48c1-bca4-5f34ae5b26d6",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "2a969ef6-359e-428c-a6bc-3484cf659355",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "4e224ecc-d3fc-4e5e-a233-a17f2ebd49e6",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "e78fdda8-9964-47cf-a22d-a20cb2731cb6",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/IoT/mqtt_topic_monitor.json b/IoT/mqtt_topic_monitor.json
new file mode 100644
index 0000000..6771a50
--- /dev/null
+++ b/IoT/mqtt_topic_monitor.json
@@ -0,0 +1,299 @@
+{
+  "name": "MQTT Topic Monitor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## MQTT Topic Monitor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "5491692b-63b3-463e-982f-ac8b2af8888a",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "mqtt_topic_monitor"
+      },
+      "id": "67b89ca6-7381-4b63-be6a-a609764f40a8",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "642cab7e-89fd-484b-ba14-5a4955f68bad",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "20d6b7c2-8757-4487-88a2-9192c863320c",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "mqtt_topic_monitor"
+      },
+      "id": "99a15bd4-8347-4415-9146-763365d9e53d",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "mqtt_topic_monitor"
+      },
+      "id": "dd310d8e-19b5-46af-8fa4-80e08ba16414",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "ba010ae7-0e63-4b06-970a-838d7dc3b833",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "99da297c-57c7-469e-8c1a-2ef1c8e77464",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "e07b1578-30c7-41ca-9786-302b53b1da34",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "d6ba7bb2-c36d-4087-a1a7-8557ce2cbd57",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "a3b5ecb2-5cdd-495c-bd3f-f8fa00d5c15a",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/IoT/predictive_maintenance_alert.json b/IoT/predictive_maintenance_alert.json
new file mode 100644
index 0000000..074e8f6
--- /dev/null
+++ b/IoT/predictive_maintenance_alert.json
@@ -0,0 +1,299 @@
+{
+  "name": "Predictive Maintenance Alert",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Predictive Maintenance Alert",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "2e0e493a-869a-4247-969b-201fc42e19cf",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "predictive_maintenance_alert"
+      },
+      "id": "f3fb69e8-a018-443e-9fc9-ab5f54df0198",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "975ab9e6-e924-4225-ad2f-ab71e063b744",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "2f19b9f0-eea2-41d7-af0c-7d40898f7369",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "predictive_maintenance_alert"
+      },
+      "id": "d64985d8-e50e-4010-9511-534318b2fcb5",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "predictive_maintenance_alert"
+      },
+      "id": "4bb2206e-2811-4ffd-a7d9-066dcab52bd0",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "fb950c91-9101-40dc-a975-e674cbd6d2f0",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "b7435da7-5ef7-4c2a-a024-6e97d698da8b",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "295cf4fb-3340-410b-879e-2bd1ef0a2233",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "0a77e315-a75c-460e-a902-33367c2983a7",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "f6f6a1fe-b857-45e7-a9f7-b0d9e5edac61",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/IoT/sensor_fault_detector.json b/IoT/sensor_fault_detector.json
new file mode 100644
index 0000000..dd38056
--- /dev/null
+++ b/IoT/sensor_fault_detector.json
@@ -0,0 +1,299 @@
+{
+  "name": "Sensor Fault Detector",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Sensor Fault Detector",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "933fb344-a3db-465a-9180-9f742f470c01",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "sensor_fault_detector"
+      },
+      "id": "62b1f78f-c8ce-4766-9164-3895a7d31588",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "ea4be8e1-da41-4042-b288-f27936963d59",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "e733728d-8780-43d1-a2d3-fa2a6362617e",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "sensor_fault_detector"
+      },
+      "id": "299528ab-7894-4d2b-9f1f-cb820e0f98eb",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "sensor_fault_detector"
+      },
+      "id": "cb7e2015-bcc4-4da4-80f2-f46b9b1b1775",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
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+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "b4a7d93d-22c8-4541-8af2-4ebc7b13c21d",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "d48bc886-eab1-434f-9e2a-6f1355c5624e",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "b6b37d40-7254-4a81-aa96-379f5dcbe314",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "d9dd3f66-e25b-49c4-b8e6-08bccdd8252a",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "1270cb5c-4b3d-4c8c-b55e-dab01d2c13bf",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/IoT/smart_home_energy_saver.json b/IoT/smart_home_energy_saver.json
new file mode 100644
index 0000000..06e7015
--- /dev/null
+++ b/IoT/smart_home_energy_saver.json
@@ -0,0 +1,299 @@
+{
+  "name": "Smart Home Energy Saver",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Smart Home Energy Saver",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "45bd46ac-74e0-4bbb-8325-f773e0dfea25",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "smart_home_energy_saver"
+      },
+      "id": "87f961b3-05e1-4ee4-88a6-a144b2557efc",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "42425853-cd36-46a4-a210-d7e28e0e6eef",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "2c71e763-3236-4d24-9c31-e2fc6e5a5418",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "smart_home_energy_saver"
+      },
+      "id": "1c3ee001-f218-4c0c-a5a5-ff2fae933778",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "smart_home_energy_saver"
+      },
+      "id": "b7d0bc10-6b09-4a7a-8d16-f092a116f2a1",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "ef6500b2-66aa-4393-ad1a-fe20b5f34f00",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "ce595de2-4059-4bd4-9b3f-1a225cbd453f",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "5cd95ffd-f322-4c3b-b799-e6a9a8012ef1",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "b2e6ba7e-a99e-41d5-9471-b70f36c8080e",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "b7acd595-f3a0-46d7-ab7c-a9d18072e2cf",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
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+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/IoT/vehicle_telematics_analyzer.json b/IoT/vehicle_telematics_analyzer.json
new file mode 100644
index 0000000..b26cd2f
--- /dev/null
+++ b/IoT/vehicle_telematics_analyzer.json
@@ -0,0 +1,299 @@
+{
+  "name": "Vehicle Telematics Analyzer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Vehicle Telematics Analyzer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "3a428bea-5b5d-418d-aea3-6702e195eaff",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "vehicle_telematics_analyzer"
+      },
+      "id": "cc171ef1-366e-450c-b8c0-1f4be0cc100c",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "236b9d8a-fd92-4525-b6e3-89eceaee9826",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "49a5217e-b9dd-4c9d-a05e-e117cbc2f4a3",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "vehicle_telematics_analyzer"
+      },
+      "id": "af19e123-7ee5-4628-88da-affa9ea417c9",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "vehicle_telematics_analyzer"
+      },
+      "id": "d8b469f0-7927-4406-a3d7-c2695db16244",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "22c4c0d5-c147-4c3d-82db-7d48d8238bb1",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "5cd9b107-b5dc-4429-8fed-ef0dbeecd22d",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "17e82f20-81ce-4a16-826f-3021958e3c5b",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "b2493e79-03b0-446b-a21d-f6e80acfe401",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "b0e6955f-7d88-44f3-adae-41b5920328f0",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Legal_Tech/README.md b/Legal_Tech/README.md
new file mode 100644
index 0000000..eae1e80
--- /dev/null
+++ b/Legal_Tech/README.md
@@ -0,0 +1,11 @@
+# Legal_Tech Templates
+- **contract_clause_extractor.json** – weaviate/cohere/openai
+- **case_law_summarizer.json** – supabase/cohere/openai
+- **nda_risk_detector.json** – redis/huggingface/openai
+- **trademark_status_monitor.json** – pinecone/huggingface/huggingface
+- **court_date_reminder.json** – supabase/cohere/openai
+- **compliance_checklist_builder.json** – pinecone/openai/huggingface
+- **legal_billing_analyzer.json** – redis/cohere/anthropic
+- **privacy_policy_generator.json** – redis/cohere/anthropic
+- **patent_abstract_summarizer.json** – supabase/openai/openai
+- **gdpr_violation_alert.json** – supabase/openai/huggingface
\ No newline at end of file
diff --git a/Legal_Tech/case_law_summarizer.json b/Legal_Tech/case_law_summarizer.json
new file mode 100644
index 0000000..1cf794e
--- /dev/null
+++ b/Legal_Tech/case_law_summarizer.json
@@ -0,0 +1,299 @@
+{
+  "name": "Case Law Summarizer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Case Law Summarizer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "006b4ac8-2240-4377-8187-c75ea40decd4",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "case_law_summarizer"
+      },
+      "id": "227c2cd5-dac0-4605-ad24-ece826a73ecd",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "0a8ac20a-08b4-42d4-b262-d5ff3c038f00",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "63a3c905-3d2c-4abe-bf0f-495545792f87",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "case_law_summarizer"
+      },
+      "id": "892173fb-f931-44d9-9e1e-134c71ec790e",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "case_law_summarizer"
+      },
+      "id": "4f1f0bf3-db65-4714-9f4a-da40a9e379dc",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "d5912b1d-60d5-4b91-851a-915fb49b1ae9",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "b7fd299a-99b0-4ae0-bda0-fc77583f869e",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "16c7cd0f-ad11-4869-940e-13d321d445b5",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "e5198aee-0eeb-40dc-9b5b-113a423049dc",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "fc62655e-9611-4eba-a44e-63f56903c218",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Legal_Tech/compliance_checklist_builder.json b/Legal_Tech/compliance_checklist_builder.json
new file mode 100644
index 0000000..edd0bad
--- /dev/null
+++ b/Legal_Tech/compliance_checklist_builder.json
@@ -0,0 +1,299 @@
+{
+  "name": "Compliance Checklist Builder",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Compliance Checklist Builder",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "ab247f10-1d2f-4ac7-9f3c-f35aa6a45322",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "compliance_checklist_builder"
+      },
+      "id": "7ef9aaea-8153-4413-a674-f681a326ffb1",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "4ff381cb-094c-42ce-82a3-8f611f2968d5",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "61a3b700-34fc-48d7-a048-98a0c35a4a62",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "compliance_checklist_builder"
+      },
+      "id": "2b5fa4fa-460b-4adf-8f51-43d891442d08",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "compliance_checklist_builder"
+      },
+      "id": "37fe1e14-70a0-48a0-ba7c-eb3187ecd42a",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "e5e90acd-e873-4d68-b864-8854563e2d25",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "43595b29-5265-416c-9c15-c2e3d411dbea",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "89461d4a-bd10-4f14-97f4-182053640dee",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "a14a872e-78ef-43f2-afd1-cad697bf4b53",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "4719e718-aaba-4e5a-9592-e6e3d702af12",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Legal_Tech/contract_clause_extractor.json b/Legal_Tech/contract_clause_extractor.json
new file mode 100644
index 0000000..f616a43
--- /dev/null
+++ b/Legal_Tech/contract_clause_extractor.json
@@ -0,0 +1,299 @@
+{
+  "name": "Contract Clause Extractor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Contract Clause Extractor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "1bda7454-93fe-405b-a456-4586cfb756ed",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "contract_clause_extractor"
+      },
+      "id": "566f27e4-26bb-466c-9503-4fadf291f227",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "f1c5db12-a8f8-4d23-b50e-8e4b31142ece",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "78647328-096a-40e6-875d-764a277977a8",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "contract_clause_extractor"
+      },
+      "id": "3fb26948-57ed-496b-91e3-c65592ea2fd6",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "contract_clause_extractor"
+      },
+      "id": "828831c5-57b6-4c94-8eb0-4086a2c07f90",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "34820e0b-bb70-4098-9ed0-36ae1a8ac092",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "4032a3d8-27c9-44a4-a0c2-a4be30e15375",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "8533ad0d-28c1-4549-8347-243f4dc1f4e2",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "8326aa20-f9e9-4ac2-8a4e-618d54a8d415",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "96b4b7cd-7fb8-459b-acd4-55f0ebf6a431",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Legal_Tech/court_date_reminder.json b/Legal_Tech/court_date_reminder.json
new file mode 100644
index 0000000..9b50cae
--- /dev/null
+++ b/Legal_Tech/court_date_reminder.json
@@ -0,0 +1,299 @@
+{
+  "name": "Court Date Reminder",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Court Date Reminder",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "75f8bba3-cdac-49f4-958c-091e3f00eff1",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "court_date_reminder"
+      },
+      "id": "800a0793-5176-474b-9409-46e9ed2335fd",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "d523e39f-0587-4194-bcbe-73d7fb8c4710",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
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+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "e223a14f-cfa8-4596-a461-643f82d535a0",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "court_date_reminder"
+      },
+      "id": "0eb906db-e355-47b9-a187-23abd759ec4f",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "court_date_reminder"
+      },
+      "id": "5790086f-eb04-4057-a244-673d5c82b0b1",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
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+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "59f47e52-aa3b-4fb2-aeeb-fad955199e01",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "a447e312-fdfb-4dba-ad30-1c769b7bb5f9",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "0a4d9093-4b14-4d71-b2ef-4c77ede6ba67",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "36483213-c958-44c1-bbe8-c6ff0190cdea",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "3ca8afea-ed24-4c79-ab93-2a66559c5c73",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
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+            "index": 0
+          },
+          {
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+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
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+        [
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+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
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+        ]
+      ]
+    },
+    "Agent": {
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+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Legal_Tech/gdpr_violation_alert.json b/Legal_Tech/gdpr_violation_alert.json
new file mode 100644
index 0000000..7210236
--- /dev/null
+++ b/Legal_Tech/gdpr_violation_alert.json
@@ -0,0 +1,299 @@
+{
+  "name": "GDPR Violation Alert",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## GDPR Violation Alert",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "13db2523-d8a9-418a-8fb6-39eb8f9a938c",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "gdpr_violation_alert"
+      },
+      "id": "700b2651-7de4-44d3-8edd-1ba1715d75d0",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "162820ba-9f6b-44fd-b643-702de3b24640",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {
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+      },
+      "id": "01048ba2-ede5-441f-8a1a-5ab9b671c55f",
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+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
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+      "position": [
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+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "gdpr_violation_alert"
+      },
+      "id": "f2328451-15d8-4966-8e9f-e24b3c94281f",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "gdpr_violation_alert"
+      },
+      "id": "09b39daa-8057-4fc5-8b76-217e606d2821",
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+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "6cf4aad3-8e0c-4198-8770-94ac862b4a63",
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+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {},
+      "id": "c27394be-9f34-4a0d-84c0-e1b1b3391dfe",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {},
+      "id": "53ea4a74-a3ad-422a-9e1b-8318187645b4",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "3e48de94-a0c7-46e0-834c-d4b1db1bbb10",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
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+      "name": "Sheet",
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+      ],
+      "credentials": {
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+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
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+          },
+          {
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+          }
+        ]
+      ]
+    },
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+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
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+    },
+    "Embeddings": {
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+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
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+            "type": "ai_tool",
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+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
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+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Legal_Tech/legal_billing_analyzer.json b/Legal_Tech/legal_billing_analyzer.json
new file mode 100644
index 0000000..60a794e
--- /dev/null
+++ b/Legal_Tech/legal_billing_analyzer.json
@@ -0,0 +1,299 @@
+{
+  "name": "Legal Billing Analyzer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Legal Billing Analyzer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "164bdbf2-41c3-45eb-bfd1-e9883575056e",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "legal_billing_analyzer"
+      },
+      "id": "b38e9cdd-f84d-4437-a795-a121d7068aa4",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "db367606-6d33-40f8-b444-abae8a3ca3b7",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "20005f64-43e7-418c-b554-217fdc33f783",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "legal_billing_analyzer"
+      },
+      "id": "83ab1232-057a-4364-8701-61de2cadcfb8",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "legal_billing_analyzer"
+      },
+      "id": "c0ee51c0-13ff-44e1-91de-c8135ba8adf5",
+      "name": "Query",
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+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "cdd3e489-ceff-4005-b0d4-0fae7cd7cd9c",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
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+    },
+    {
+      "parameters": {},
+      "id": "d8954456-98d8-4689-9f12-d0f106406d93",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "d60d4651-1d00-44cd-ac40-70097cb4dcf9",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "243ea0c7-fbab-4686-8610-7c20d1be90d9",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "b52301e6-4650-4333-a9fd-d73d845f494c",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
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+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Legal_Tech/nda_risk_detector.json b/Legal_Tech/nda_risk_detector.json
new file mode 100644
index 0000000..1f4faa4
--- /dev/null
+++ b/Legal_Tech/nda_risk_detector.json
@@ -0,0 +1,299 @@
+{
+  "name": "NDA Risk Detector",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## NDA Risk Detector",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "623f0f39-6ae9-4fbe-8d0d-b3436dc257e3",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "nda_risk_detector"
+      },
+      "id": "e49461a4-0769-4188-9b92-fe21b42df652",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "75634d4b-5829-40eb-b94f-39a3cec62398",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "nda_risk_detector"
+      },
+      "id": "f587ee36-1078-43d2-bcc4-8b5cf712ec14",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "nda_risk_detector"
+      },
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+      "name": "Query",
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+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "1e08d4d4-07eb-49c4-ac96-9a218e63e8ea",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
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+      "id": "5d54e2b7-2cac-4be6-8f88-0eef2bc8981e",
+      "name": "Memory",
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+      "typeVersion": 1.3,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "61ac3b74-d520-4777-a88c-0e5bea059266",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "d0996ab0-d491-47b1-87b5-9746bd8177e6",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "e32daeb2-39e5-4b1b-bf51-f8995831e076",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
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+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
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+            "index": 0
+          },
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+    "Query": {
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+        [
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+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
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+            "type": "ai_languageModel",
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+          }
+        ]
+      ]
+    },
+    "Agent": {
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+        [
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+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Legal_Tech/patent_abstract_summarizer.json b/Legal_Tech/patent_abstract_summarizer.json
new file mode 100644
index 0000000..aadcd2b
--- /dev/null
+++ b/Legal_Tech/patent_abstract_summarizer.json
@@ -0,0 +1,299 @@
+{
+  "name": "Patent Abstract Summarizer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Patent Abstract Summarizer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "c46b424b-d86e-4c42-a5a7-3655c7402881",
+      "name": "Sticky",
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+      "position": [
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+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "patent_abstract_summarizer"
+      },
+      "id": "c3f0c87c-f25d-48ba-97b0-c8f8d23d4a31",
+      "name": "Webhook",
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+        "chunkOverlap": 40
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+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
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+      ]
+    },
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+      "credentials": {
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+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "patent_abstract_summarizer"
+      },
+      "id": "b81e39e9-dacc-42d8-81ee-aa51b860be8f",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
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+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
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+      }
+    },
+    {
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+      }
+    },
+    {
+      "parameters": {
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+      }
+    },
+    {
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+  "connections": {
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+      "main": [
+        [
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+      ],
+      "ai_textSplitter": [
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+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Legal_Tech/privacy_policy_generator.json b/Legal_Tech/privacy_policy_generator.json
new file mode 100644
index 0000000..af8f33a
--- /dev/null
+++ b/Legal_Tech/privacy_policy_generator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Privacy Policy Generator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Privacy Policy Generator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "31e645b0-8ee3-40e8-a573-1040118a5143",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "privacy_policy_generator"
+      },
+      "id": "3e941cdf-4a90-4efa-af28-ec642a8f8a87",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "81a454cd-5ab3-401e-a2b7-cead2a15a4bb",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "b71432b3-21ba-4306-8001-a31e0af001c7",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "privacy_policy_generator"
+      },
+      "id": "777057ee-9417-482e-99a0-2a776c2f7d8c",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "privacy_policy_generator"
+      },
+      "id": "8a41fc40-5104-4dc9-8135-e5df98abc240",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "6a80f6a1-9344-4f08-8f21-b3840154a068",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "9c06dcd4-2ae2-4a35-8d5c-c97bcd5fee44",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "40b92744-a890-48d4-bc8d-812a3307b0b9",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "5057fff9-4817-4b2c-81ce-6fa38eb239e5",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "fc4d57c7-5ed2-45ac-85c6-a3ef52307eb6",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Legal_Tech/trademark_status_monitor.json b/Legal_Tech/trademark_status_monitor.json
new file mode 100644
index 0000000..25526de
--- /dev/null
+++ b/Legal_Tech/trademark_status_monitor.json
@@ -0,0 +1,299 @@
+{
+  "name": "Trademark Status Monitor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Trademark Status Monitor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "998e7582-8d6b-490b-bc4e-d54e4a9c41f5",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "trademark_status_monitor"
+      },
+      "id": "864d897b-1356-48d5-88d5-5b92c9665383",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "27b13a4c-dcfc-4994-a7bd-7855d79122df",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "b7b766a7-90f0-4bd7-8d72-8b9e1c16cefd",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "trademark_status_monitor"
+      },
+      "id": "83fd04e1-05d8-4af0-a3e7-37c317475f44",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "trademark_status_monitor"
+      },
+      "id": "3a5c2851-baa5-4f08-a9c6-8c2a4f991fb0",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "1695a6cf-a47c-40cb-ab04-3900b9178759",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "98484ada-e60c-4ce9-806f-18033f24a073",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "4a6adf35-41a8-4aa1-b2cc-9e4bec883092",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "355afdb1-5e4f-4a38-a554-ae2196d3336e",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "833c5c4d-7e71-4721-b9a3-2e9cef344d79",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Manufacturing/README.md b/Manufacturing/README.md
new file mode 100644
index 0000000..1c783ff
--- /dev/null
+++ b/Manufacturing/README.md
@@ -0,0 +1,11 @@
+# Manufacturing Templates
+- **machine_downtime_predictor.json** – weaviate/openai/anthropic
+- **inventory_restock_forecast.json** – supabase/cohere/anthropic
+- **quality_defect_classifier.json** – redis/openai/anthropic
+- **safety_incident_alert.json** – redis/huggingface/huggingface
+- **production_kpi_dashboard.json** – weaviate/cohere/openai
+- **supply_chain_delay_monitor.json** – supabase/cohere/openai
+- **maintenance_ticket_router.json** – supabase/cohere/huggingface
+- **shift_handover_summary.json** – supabase/huggingface/huggingface
+- **mes_log_analyzer.json** – weaviate/huggingface/openai
+- **packaging_waste_calculator.json** – redis/openai/anthropic
\ No newline at end of file
diff --git a/Manufacturing/inventory_restock_forecast.json b/Manufacturing/inventory_restock_forecast.json
new file mode 100644
index 0000000..0bb2aa6
--- /dev/null
+++ b/Manufacturing/inventory_restock_forecast.json
@@ -0,0 +1,299 @@
+{
+  "name": "Inventory Restock Forecast",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Inventory Restock Forecast",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "ac566dcd-c0d2-4372-8051-781b370f674c",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "inventory_restock_forecast"
+      },
+      "id": "2d43525f-7454-4ce8-859e-e7bed92c5fc0",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "cef71770-0f4a-4828-ab22-2aaa40c05ea1",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "3889670e-02f8-4036-b112-8823a85ca32e",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "inventory_restock_forecast"
+      },
+      "id": "3020d48f-fc21-4a54-aeeb-d6eb2b085e3c",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "inventory_restock_forecast"
+      },
+      "id": "8a167018-3252-4f18-bf8a-5aa804b5130e",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "787db856-58e5-45ff-ac8c-cebcf7dc3956",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "835aac59-6306-41bd-a4bc-dd876821753f",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "671822b0-56cf-4372-8fc9-90358b8828c4",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "e838e95b-8049-49a9-8e2a-1ebcb049e620",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "c4790e4b-9655-4763-8b3d-8de11e39d567",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Manufacturing/machine_downtime_predictor.json b/Manufacturing/machine_downtime_predictor.json
new file mode 100644
index 0000000..1cb7bd0
--- /dev/null
+++ b/Manufacturing/machine_downtime_predictor.json
@@ -0,0 +1,299 @@
+{
+  "name": "Machine Downtime Predictor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Machine Downtime Predictor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "7f896bbc-9cf1-42d1-ba8f-61405b20a4a4",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "machine_downtime_predictor"
+      },
+      "id": "ffc4bbb9-85fe-4960-8fa3-53a88cafde52",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "ad450e26-791c-4d9a-89c5-ad5661c3a9b5",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "c4062ad2-7672-47c9-948a-25f89de261c1",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "machine_downtime_predictor"
+      },
+      "id": "dec7b9a5-bd2b-43e7-8a18-1f2ec7d1d3e0",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "machine_downtime_predictor"
+      },
+      "id": "fdeb45dc-c7f0-44f2-bfb5-52718a9abf83",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "1ff47a2a-8135-4328-9142-d2693f9a5a87",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "43b53e28-45ff-488c-9b44-dd8abdb2e76f",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "24047441-486e-4d22-b380-70e80a8f6e0b",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "67fd1430-77da-4792-88ef-91f28201c0f0",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "924da3ec-fbe7-49a9-8494-154c2cd0dd67",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Manufacturing/maintenance_ticket_router.json b/Manufacturing/maintenance_ticket_router.json
new file mode 100644
index 0000000..68123c9
--- /dev/null
+++ b/Manufacturing/maintenance_ticket_router.json
@@ -0,0 +1,299 @@
+{
+  "name": "Maintenance Ticket Router",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Maintenance Ticket Router",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "a8e9ae12-6e04-419e-afa6-116c1a10d76f",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "maintenance_ticket_router"
+      },
+      "id": "7ea5312f-5044-49e0-b612-b6ed0112460c",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "71c6f636-5ba2-4544-b453-d9640912a9bd",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "709a1603-39fa-48f3-a08f-73c1a9bf1526",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "maintenance_ticket_router"
+      },
+      "id": "04f0955a-0e59-4ea7-92cf-b90a615336df",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "maintenance_ticket_router"
+      },
+      "id": "b7f91301-61e2-4fe8-8f77-dc2277a454ef",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "ce697dc0-acb9-4021-b7fc-d6139474aec9",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "c3963d5c-5d2a-406c-aec6-4945ee68e5ac",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "7be46161-3cc9-46ac-b8d8-569822cdf806",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "9f436112-17d8-4b32-9386-ff8c05ca90fb",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "2650eccc-cfb2-45a3-b6b7-947eea05ab73",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Manufacturing/mes_log_analyzer.json b/Manufacturing/mes_log_analyzer.json
new file mode 100644
index 0000000..ab5a140
--- /dev/null
+++ b/Manufacturing/mes_log_analyzer.json
@@ -0,0 +1,299 @@
+{
+  "name": "MES Log Analyzer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## MES Log Analyzer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "6a578e19-1308-4a5c-b6f6-6ebd3710b6e3",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "mes_log_analyzer"
+      },
+      "id": "39d4b641-9f59-4642-832e-79022bf495c7",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "e3946bf7-7e37-46ad-8866-b336d591139c",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "257bb0cf-c4c3-4ec5-a8fc-cc7af8cc82d8",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "mes_log_analyzer"
+      },
+      "id": "191047e8-a373-4f4d-89f5-d4befa1e1488",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "mes_log_analyzer"
+      },
+      "id": "e5aceb69-fdc8-4ecb-bb40-9595579f44d1",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "69bf896b-cc84-4c27-ac84-53c42df7675c",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "2dfcbeaa-32cc-411f-9804-33dbdc2cc1ff",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "22d5fa52-e851-4158-8b68-0bc099c7b712",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "4b278a48-c97b-4720-8248-7e16a59e8a97",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "59f09444-e08f-4545-b83a-6e3113298e1c",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Manufacturing/packaging_waste_calculator.json b/Manufacturing/packaging_waste_calculator.json
new file mode 100644
index 0000000..f5f8286
--- /dev/null
+++ b/Manufacturing/packaging_waste_calculator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Packaging Waste Calculator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Packaging Waste Calculator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "88e3435d-f3fb-4c59-8d58-9b77e3be201a",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "packaging_waste_calculator"
+      },
+      "id": "0ad8c1ff-f8c3-4f5f-b478-520d16b80a52",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "7b704aa1-fae7-47f3-a349-69816e88955b",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "4ea8a51d-11e1-468d-873b-49c1388dc62a",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "packaging_waste_calculator"
+      },
+      "id": "c6262742-2db3-4867-a7b2-2da95e864ab6",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "packaging_waste_calculator"
+      },
+      "id": "4abcef2c-3080-43d4-b263-b851c675f519",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "6a8f2151-9319-4e77-b763-2c305e569d62",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "0e86b5c8-3448-444e-997e-3daa84164744",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "4b4b54de-3c2d-494d-a5bd-0f3a6f776526",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "deee5056-77f7-4e3a-919c-82f3ac955f90",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "d474b14f-19f5-476c-b6a7-d3991067091f",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Manufacturing/production_kpi_dashboard.json b/Manufacturing/production_kpi_dashboard.json
new file mode 100644
index 0000000..f3cb7e5
--- /dev/null
+++ b/Manufacturing/production_kpi_dashboard.json
@@ -0,0 +1,299 @@
+{
+  "name": "Production KPI Dashboard",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Production KPI Dashboard",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "4d9a4134-cfe0-4c29-98ea-3c7eac4e8f4a",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "production_kpi_dashboard"
+      },
+      "id": "7a5aee0a-9d7c-467f-a01a-da27537e21a2",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "37a3414f-2139-49df-ba08-3a7044c793f7",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "816bca35-5ac1-4d76-80c1-0f16c7b66bb6",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "production_kpi_dashboard"
+      },
+      "id": "a07fff59-42d4-46b7-9ad6-57816f0837ec",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "production_kpi_dashboard"
+      },
+      "id": "3e51ab47-497a-4ea4-8b87-a65904181599",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "0cec7a66-e61b-4c9e-baec-d38b1817c10f",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "3dc5cc76-b483-44b3-95e9-4eab8f02d843",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "6dc6d399-7dbe-4131-9d46-052da979cc5c",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "6d698856-e255-487c-b64d-ed9bfd21fe2b",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "84a285d5-4bd6-46d2-9853-ce07ad7bdf07",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Manufacturing/quality_defect_classifier.json b/Manufacturing/quality_defect_classifier.json
new file mode 100644
index 0000000..4a08498
--- /dev/null
+++ b/Manufacturing/quality_defect_classifier.json
@@ -0,0 +1,299 @@
+{
+  "name": "Quality Defect Classifier",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Quality Defect Classifier",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "4a9d63c7-08b0-4bd7-86c7-118becc5c9b2",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "quality_defect_classifier"
+      },
+      "id": "53bb395f-3072-435f-b051-f691b4954435",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "91f92b79-07e8-41cf-9d1a-92115031674d",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "44867b78-b164-4010-8732-f6dc7d391d87",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "quality_defect_classifier"
+      },
+      "id": "5b3fc67b-c039-4bc6-b2f0-4bd0c58602dc",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "quality_defect_classifier"
+      },
+      "id": "e607b51e-a06b-4614-8714-0ba803cd2031",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "67f74799-bb90-492f-b04b-defa516e02cd",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "39f3db21-6d42-4cce-b2a4-203fbecbe5d8",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "18899540-a96f-4e03-a08e-ecd68c4215d4",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "f36eea46-81b9-402a-8936-e80d6638c7a2",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "8ca4e3aa-29a6-4a1e-89d4-d627007a3a85",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Manufacturing/safety_incident_alert.json b/Manufacturing/safety_incident_alert.json
new file mode 100644
index 0000000..f85b371
--- /dev/null
+++ b/Manufacturing/safety_incident_alert.json
@@ -0,0 +1,299 @@
+{
+  "name": "Safety Incident Alert",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Safety Incident Alert",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "acd052ce-d3a1-4e61-baa3-45cd6f793aee",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "safety_incident_alert"
+      },
+      "id": "1deea699-1774-435a-90f6-69f08d5a6931",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "422f3b21-a6a6-4f42-99a4-639edfeb9b5e",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "20df8766-9812-46f6-a460-6dc78be50f81",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "safety_incident_alert"
+      },
+      "id": "45b8c485-9062-44d5-8580-2f7873405375",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
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+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "safety_incident_alert"
+      },
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+      "name": "Query",
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+      ],
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+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
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+      "position": [
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+        -180
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+    },
+    {
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+      "id": "c04e95e7-b775-4be6-817f-c3c54bb7c0fd",
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+      "typeVersion": 1.3,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "8d56875b-ebe1-4d6e-bc84-d34ce77f5e06",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "39891a6f-af82-47f1-b8de-809e45a2e91c",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "41ecc052-0431-49a5-8508-826db972109c",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
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+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
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+            "index": 0
+          },
+          {
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+        ]
+      ]
+    },
+    "Insert": {
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+      ]
+    },
+    "Query": {
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+        [
+          {
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+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Manufacturing/shift_handover_summary.json b/Manufacturing/shift_handover_summary.json
new file mode 100644
index 0000000..6a9702d
--- /dev/null
+++ b/Manufacturing/shift_handover_summary.json
@@ -0,0 +1,299 @@
+{
+  "name": "Shift Handover Summary",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Shift Handover Summary",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "e21b4c7b-8945-458d-84f5-edea8d605c63",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "shift_handover_summary"
+      },
+      "id": "2032944d-a397-42e8-a145-3ce85fd48e71",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "024c6eb0-bce1-40a9-8fff-2027c229258e",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
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+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "61a509e3-ccec-4223-831f-3244d7ab5cd3",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "shift_handover_summary"
+      },
+      "id": "b47689d7-8679-48da-b9a3-ca2afcc4f597",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "shift_handover_summary"
+      },
+      "id": "ed7830fb-184a-474f-8bdd-2fae0383012c",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "b06cfa77-8233-42b3-86ef-f53a19fbd2e9",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "e2b1b8d0-d4fa-45b2-9b3a-e08dd662e595",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "7ddd3795-472f-4f4e-a81f-b562179ef0b0",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "4603bb8e-7edf-4dea-a8c3-eb7ed7f38233",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "f05a9bdc-cd55-4e0f-9e02-a1b9af498cb1",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
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+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
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+            "index": 0
+          },
+          {
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+    },
+    "Insert": {
+      "ai_document": [
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+    "Query": {
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+        [
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+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
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+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
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+            "type": "main",
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+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Manufacturing/supply_chain_delay_monitor.json b/Manufacturing/supply_chain_delay_monitor.json
new file mode 100644
index 0000000..0b000f1
--- /dev/null
+++ b/Manufacturing/supply_chain_delay_monitor.json
@@ -0,0 +1,299 @@
+{
+  "name": "Supply Chain Delay Monitor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Supply Chain Delay Monitor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "9df77f37-dd97-4dea-8ab1-0ab3a5e29489",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "supply_chain_delay_monitor"
+      },
+      "id": "d179203c-413b-425f-be6d-82a645642ba2",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "9b94fc8b-644c-4569-8449-35157c58aaa1",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "f232e6de-527b-47e4-b961-dd360903cd61",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "supply_chain_delay_monitor"
+      },
+      "id": "169f701d-3475-4451-b727-1f485145307a",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "supply_chain_delay_monitor"
+      },
+      "id": "3a1c0d2b-3115-4c2b-9243-c4c4a89c0ab7",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "813e73ba-ca9f-45e7-92c0-761a78a8f2d9",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "6126e963-632b-412e-b06f-09dc807001e8",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "b6b6f472-4a00-4b7b-9e35-a8b79ae004a3",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "adcef2d0-b2f7-4c3a-93d3-22eb92c84f81",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "b1552509-063f-4144-8f96-9de975b85c06",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Media/README.md b/Media/README.md
new file mode 100644
index 0000000..ec1c842
--- /dev/null
+++ b/Media/README.md
@@ -0,0 +1,11 @@
+# Media Templates
+- **podcast_show_notes_generator.json** – supabase/cohere/openai
+- **tv_rating_trend_report.json** – redis/huggingface/huggingface
+- **breaking_news_summarizer.json** – weaviate/huggingface/openai
+- **ad_campaign_performance_alert.json** – pinecone/cohere/openai
+- **content_idea_brainstormer.json** – redis/openai/anthropic
+- **script_dialogue_analyzer.json** – pinecone/huggingface/openai
+- **music_playlist_mood_tagger.json** – redis/openai/openai
+- **live_stream_chat_moderator.json** – supabase/openai/anthropic
+- **social_buzz_heatmap.json** – supabase/openai/huggingface
+- **pr_crisis_detector.json** – redis/openai/huggingface
\ No newline at end of file
diff --git a/Media/ad_campaign_performance_alert.json b/Media/ad_campaign_performance_alert.json
new file mode 100644
index 0000000..9fd0800
--- /dev/null
+++ b/Media/ad_campaign_performance_alert.json
@@ -0,0 +1,299 @@
+{
+  "name": "Ad Campaign Performance Alert",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Ad Campaign Performance Alert",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "b9d822c3-5472-4e62-ae22-da1dcc48da68",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "ad_campaign_performance_alert"
+      },
+      "id": "6915be1a-2020-44fd-a1a9-03729618e0f4",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "8fa9fd45-56ed-4335-9cd6-da422c296469",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "61f0b264-c6da-4340-adb2-4b2dfbf79c25",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "ad_campaign_performance_alert"
+      },
+      "id": "8d44d896-ea7a-4c50-b6fe-752f40708d99",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "ad_campaign_performance_alert"
+      },
+      "id": "a448c986-5c7d-419e-961b-a7a798325d9f",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "9f02801d-d8e4-4a70-a219-ee8b2bc80dde",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "924d810a-70de-4310-8abe-4d7f7eed8e23",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "68c84590-c0d5-4b5d-8976-56afb248ece4",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "3ffa4018-e220-44b4-b7da-725aed7bcfae",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "92e93140-2890-47b1-8736-1be9a2322275",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Media/breaking_news_summarizer.json b/Media/breaking_news_summarizer.json
new file mode 100644
index 0000000..c3342db
--- /dev/null
+++ b/Media/breaking_news_summarizer.json
@@ -0,0 +1,299 @@
+{
+  "name": "Breaking News Summarizer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Breaking News Summarizer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "1c60dfda-ff6c-431b-8200-9b6c34adc1d9",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "breaking_news_summarizer"
+      },
+      "id": "ae2530ec-60d3-41b3-a0a2-7a18071f6330",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "89dee8a0-3133-4c1b-a4b9-aa2fc194949b",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "29f16a9a-1f38-4713-ba9c-215f8259cd88",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "breaking_news_summarizer"
+      },
+      "id": "45eefa2e-cd65-44a2-8597-1090e59b131e",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "breaking_news_summarizer"
+      },
+      "id": "6e5733ea-2827-4e32-a683-c61ef69fea40",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "34c6f9f4-68a8-4d58-a5f3-bd8fc98456f2",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "a2f1be61-44ce-4729-bcae-1e436fec6495",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "1be3574f-87ea-43ad-8a1a-742bbabbf2fc",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "ab963c4f-2d8b-4f66-a7e3-3f9d4ec07612",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "728c2329-b3fc-4864-a4d5-e46a04502dcd",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Media/content_idea_brainstormer.json b/Media/content_idea_brainstormer.json
new file mode 100644
index 0000000..e711fa8
--- /dev/null
+++ b/Media/content_idea_brainstormer.json
@@ -0,0 +1,299 @@
+{
+  "name": "Content Idea Brainstormer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Content Idea Brainstormer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "bb42db96-13a5-44e7-af1b-e6e11b76cf74",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "content_idea_brainstormer"
+      },
+      "id": "e6c6bc62-818c-46b8-877f-ae4c812daa94",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "0b4c4b2a-b95e-4080-b908-5851357ed0e2",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "14ad7f23-10af-41f6-ab29-37f382175fc3",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "content_idea_brainstormer"
+      },
+      "id": "4b787c22-2dca-4c15-9572-0ff8991d2220",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "content_idea_brainstormer"
+      },
+      "id": "10f96194-129a-4ce5-9657-23301c80bfe8",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "8ef28b27-506c-4ac2-b816-65ac3d702ddc",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "68b965ee-3149-4632-9f2e-0d918944d13e",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "9504e336-55bd-42b9-afd6-78b0fc0be206",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "5b9c91e5-ccd0-447c-b14e-1409738a3a2c",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "43f9428f-3874-436f-94c5-45e5a692d696",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Media/live_stream_chat_moderator.json b/Media/live_stream_chat_moderator.json
new file mode 100644
index 0000000..3d5fa08
--- /dev/null
+++ b/Media/live_stream_chat_moderator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Live Stream Chat Moderator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Live Stream Chat Moderator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "0477641f-1ff4-4ac3-aac2-244c57a4b6bd",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "live_stream_chat_moderator"
+      },
+      "id": "8c9bf83f-1b91-4b43-8ea6-c023f73625e9",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "fd0a3c84-6227-4b9d-b465-36e21b1251cb",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "4caeff08-3ead-42c1-b9ac-6aa5f8e0eb78",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "live_stream_chat_moderator"
+      },
+      "id": "bd57b1a0-b6b9-4c9e-b2e6-a02a352d2cc2",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "live_stream_chat_moderator"
+      },
+      "id": "29975a1f-52a0-43f9-bf8f-3024d8d204a7",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "c2be4d8f-bf26-4f91-8086-d91b053fd030",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "730c0f23-e800-453d-9443-e0cf6aa11324",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "822318fd-aae5-4013-bf4b-1dbd3427f23f",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "3b0f82a6-f252-4493-b48a-c936ad1163b2",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "7cd9388a-03bf-4b50-91a8-be337e97bee8",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Media/music_playlist_mood_tagger.json b/Media/music_playlist_mood_tagger.json
new file mode 100644
index 0000000..cc84772
--- /dev/null
+++ b/Media/music_playlist_mood_tagger.json
@@ -0,0 +1,299 @@
+{
+  "name": "Music Playlist Mood Tagger",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Music Playlist Mood Tagger",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "35c5ee28-e623-49f7-91d7-0ae7530044d3",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "music_playlist_mood_tagger"
+      },
+      "id": "1c071a41-d513-4b60-9c81-e54213c9337e",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "f8f1f9b7-57ea-4ae5-8a19-c498acbc9e05",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "a879123d-930a-4259-98b2-7e994b3bb7b0",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "music_playlist_mood_tagger"
+      },
+      "id": "fb0c0220-4fcd-48ff-b217-b7a90763ea93",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "music_playlist_mood_tagger"
+      },
+      "id": "8874d67d-b3d7-4f97-ac3f-3039c275203d",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "8bda0fad-cf73-48ee-86fa-49c7126589e6",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "50efd5f2-0b34-427a-98c6-8eecd851877f",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "bca987be-2cb1-4f84-8185-d0cf02dac038",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "abde755c-7ac6-4269-91fa-bbbbce0370ba",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "866c78a4-8df7-487b-81a2-f0e50dc22c2a",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Media/podcast_show_notes_generator.json b/Media/podcast_show_notes_generator.json
new file mode 100644
index 0000000..1b56b55
--- /dev/null
+++ b/Media/podcast_show_notes_generator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Podcast Show Notes Generator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Podcast Show Notes Generator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "db0d0a37-0a6f-4e1f-9348-3a251bd7aca6",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "podcast_show_notes_generator"
+      },
+      "id": "8eb22c68-2e1a-4bb5-94db-363df07692b3",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "da5e4956-b820-4091-b83f-ab2468c08f8e",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "660508cd-d632-4e93-973e-5e7242cb123a",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "podcast_show_notes_generator"
+      },
+      "id": "6a99b507-ba03-4696-b932-ec53815cc338",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "podcast_show_notes_generator"
+      },
+      "id": "1054a795-1000-4d02-8726-23bc4a624c01",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "a9aad1e2-da5f-4845-ac93-c6970b4403e7",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "e151b7c2-9167-4f7d-8747-cde886f42c92",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "6716f412-12b8-45e7-b388-bde3977ffd6a",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "6fb42ba0-e674-492a-8657-342f68d44665",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "d4f71f10-2c90-46a0-a10a-b3b60fc18cac",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Media/pr_crisis_detector.json b/Media/pr_crisis_detector.json
new file mode 100644
index 0000000..17fd1a0
--- /dev/null
+++ b/Media/pr_crisis_detector.json
@@ -0,0 +1,299 @@
+{
+  "name": "PR Crisis Detector",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## PR Crisis Detector",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "51e4daa8-b45b-4ae4-96fe-2105f1999677",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "pr_crisis_detector"
+      },
+      "id": "01d0bfb2-001d-451e-ba33-1da3c3294f0f",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "f654bb12-4c8c-452d-981f-b6effb15296f",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "696b4bad-e80b-4942-bd49-e151946f3d2c",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "pr_crisis_detector"
+      },
+      "id": "5c7f4d37-57c1-48db-9892-5919bdd40f34",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "pr_crisis_detector"
+      },
+      "id": "8a661be2-e7e6-4e37-8414-5487209e95c2",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "31c589e0-6733-40bf-ae02-61562fdecd14",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "d45746f9-7752-4c7f-be93-ff50ab2cfd3c",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "54a2dcbd-8d45-4d51-8674-3f13dcb766be",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "80fd174e-e101-408f-9464-0c4f39719567",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "2aa18194-afda-418b-b37c-d608cb5e9bf6",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Media/script_dialogue_analyzer.json b/Media/script_dialogue_analyzer.json
new file mode 100644
index 0000000..8e5bf3f
--- /dev/null
+++ b/Media/script_dialogue_analyzer.json
@@ -0,0 +1,299 @@
+{
+  "name": "Script Dialogue Analyzer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Script Dialogue Analyzer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "6bda99e0-afce-4f25-a0d6-37fc3030fc7d",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "script_dialogue_analyzer"
+      },
+      "id": "6e893763-6466-4f44-b1ee-b7ad243895f3",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "fa02ba25-5d8c-422d-b89e-5e38d53a7268",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "3e2c2d49-c7a2-48b0-bf8f-57c6badfc67c",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "script_dialogue_analyzer"
+      },
+      "id": "0ee473ca-5f98-4afe-a79b-05247ef02cb8",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "script_dialogue_analyzer"
+      },
+      "id": "4baa06dc-4f02-4875-9b36-bf43cbcf28c6",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "dfcc35bd-4c02-4979-953f-21bad7251b32",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
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+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "d695ca63-96c3-4cc5-9d8c-294952b1ea7b",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "97a4dcb7-cb9f-4eca-b723-4d364049899f",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "88d39f02-5c26-4ebd-a113-f793dd30092f",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "3c3347f0-df24-43f7-add3-15dda70a794a",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
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+}
\ No newline at end of file
diff --git a/Media/social_buzz_heatmap.json b/Media/social_buzz_heatmap.json
new file mode 100644
index 0000000..afcea1d
--- /dev/null
+++ b/Media/social_buzz_heatmap.json
@@ -0,0 +1,299 @@
+{
+  "name": "Social Buzz Heatmap",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Social Buzz Heatmap",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "138215f7-468b-48cb-b376-c40a817528f2",
+      "name": "Sticky",
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+        "path": "social_buzz_heatmap"
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+      "id": "82f30b68-e3f1-40f7-88e3-ab1c3233e230",
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+      "typeVersion": 1.3,
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+    {
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+      "id": "8a835b4e-cf65-49ac-9349-f8b64dda14d9",
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+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
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+        "text": "={{ $json }}"
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+      "id": "4bfaf367-92e9-40a0-8396-e190a5eb204b",
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+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
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+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
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+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
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+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
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+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
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+}
\ No newline at end of file
diff --git a/Media/tv_rating_trend_report.json b/Media/tv_rating_trend_report.json
new file mode 100644
index 0000000..82fc75f
--- /dev/null
+++ b/Media/tv_rating_trend_report.json
@@ -0,0 +1,299 @@
+{
+  "name": "TV Rating Trend Report",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## TV Rating Trend Report",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "65c293e1-1bb3-47b1-a7e3-1a437f9e1b82",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "tv_rating_trend_report"
+      },
+      "id": "5ebc0a6b-0f4a-4830-86ff-ee32ab4bdf00",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
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+    },
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+      "parameters": {
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+        "chunkOverlap": 40
+      },
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+        "indexName": "tv_rating_trend_report"
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+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
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+        "indexName": "tv_rating_trend_report"
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+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
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+          "name": "HuggingFace"
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+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
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+}
\ No newline at end of file
diff --git a/Real_Estate/README.md b/Real_Estate/README.md
new file mode 100644
index 0000000..d4d9508
--- /dev/null
+++ b/Real_Estate/README.md
@@ -0,0 +1,11 @@
+# Real_Estate Templates
+- **lead_scoring_with_mls_data.json** – pinecone/openai/huggingface
+- **rental_price_estimator.json** – supabase/cohere/anthropic
+- **neighborhood_safety_insights.json** – redis/huggingface/anthropic
+- **mortgage_rate_alert.json** – pinecone/openai/huggingface
+- **property_description_generator.json** – supabase/huggingface/huggingface
+- **tenant_screening_summary.json** – pinecone/cohere/huggingface
+- **open_house_reminder.json** – supabase/cohere/openai
+- **real_estate_market_trend_report.json** – weaviate/cohere/anthropic
+- **hoa_fee_analyzer.json** – weaviate/huggingface/anthropic
+- **zoning_regulation_checker.json** – redis/openai/huggingface
\ No newline at end of file
diff --git a/Real_Estate/hoa_fee_analyzer.json b/Real_Estate/hoa_fee_analyzer.json
new file mode 100644
index 0000000..f58fa54
--- /dev/null
+++ b/Real_Estate/hoa_fee_analyzer.json
@@ -0,0 +1,299 @@
+{
+  "name": "HOA Fee Analyzer",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## HOA Fee Analyzer",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "4afac323-5876-45a8-bccd-7dcbeb0d05ae",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "hoa_fee_analyzer"
+      },
+      "id": "170dc7af-c8e4-4420-9a4e-80c0a62ff3df",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
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+      "parameters": {
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+        "chunkOverlap": 40
+      },
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+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
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+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "hoa_fee_analyzer"
+      },
+      "id": "e96269e1-5bf2-4422-afc4-b33472a46cf2",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
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+      "position": [
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+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "hoa_fee_analyzer"
+      },
+      "id": "02a2e7c7-2457-467f-adec-04c8b3f7da82",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
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+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
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+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
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+    },
+    {
+      "parameters": {},
+      "id": "132e0e2b-e8e4-43c8-841e-d89830fa7a7f",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "a5bd7242-10d9-4386-8d3d-dfa03c4e369a",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
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+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "d991fa78-4870-4dc8-ae72-c1f25a91a61e",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "f898e01a-ebd6-40aa-b6c3-1c513f398ef8",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
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+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
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+      ]
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+    "Insert": {
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+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
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+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
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+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
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+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Real_Estate/lead_scoring_with_mls_data.json b/Real_Estate/lead_scoring_with_mls_data.json
new file mode 100644
index 0000000..8ac9e0f
--- /dev/null
+++ b/Real_Estate/lead_scoring_with_mls_data.json
@@ -0,0 +1,299 @@
+{
+  "name": "Lead Scoring with MLS Data",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Lead Scoring with MLS Data",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "b3e798e0-f54d-43bf-9115-803ed5440da0",
+      "name": "Sticky",
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+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "lead_scoring_with_mls_data"
+      },
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+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
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+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "dd94a3be-6fef-4337-a815-2ea920012b1e",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "lead_scoring_with_mls_data"
+      },
+      "id": "11d992bd-c645-440a-b946-c8603d2e52a5",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "lead_scoring_with_mls_data"
+      },
+      "id": "d6d1a18d-3612-438e-8509-1dd7c6e2f6a4",
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+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
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+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
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+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "8ee19830-3676-4825-bad4-e7768bd6be95",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
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+      "position": [
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+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "a6a6cccb-aa45-42da-bbf1-198fba885857",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
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+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
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+          },
+          {
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+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Real_Estate/mortgage_rate_alert.json b/Real_Estate/mortgage_rate_alert.json
new file mode 100644
index 0000000..7f555c5
--- /dev/null
+++ b/Real_Estate/mortgage_rate_alert.json
@@ -0,0 +1,299 @@
+{
+  "name": "Mortgage Rate Alert",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Mortgage Rate Alert",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "e7f69fa7-a800-43bc-b113-061d37523f4d",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "mortgage_rate_alert"
+      },
+      "id": "3b8e8fe5-3986-44f2-9306-790e2ae3119f",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "dc561d99-0499-4c81-a7e5-e59ced66a2d5",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "e867ce4b-bebb-484e-a69c-4e287cc7c6bd",
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+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
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+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "mortgage_rate_alert"
+      },
+      "id": "2e5ebbc6-b41e-403b-a20f-32335c185615",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "mortgage_rate_alert"
+      },
+      "id": "1bba824c-3bf0-478e-9a44-80dcf4354cec",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "94bd1fe4-881f-4ce5-8bed-5d3af96b97a2",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "b637c592-cb50-44c1-adb9-011e8777c26d",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "39f9a420-6a85-4abe-abb4-b467878e582f",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "6a52cdd2-c9b3-450f-8131-0f1acaa404ce",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "b7bb9fa0-cdd0-4ea7-b2ee-b0279939be98",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
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+      "position": [
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+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
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+          }
+        ]
+      ]
+    },
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+      ],
+      "ai_textSplitter": [
+        [
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+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
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+          },
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+          }
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+      ]
+    },
+    "Tool": {
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+        [
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+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
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+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
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+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Real_Estate/neighborhood_safety_insights.json b/Real_Estate/neighborhood_safety_insights.json
new file mode 100644
index 0000000..8cafba3
--- /dev/null
+++ b/Real_Estate/neighborhood_safety_insights.json
@@ -0,0 +1,299 @@
+{
+  "name": "Neighborhood Safety Insights",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Neighborhood Safety Insights",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "6d429e9f-4cf4-413c-992a-934cb55c8e16",
+      "name": "Sticky",
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+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "neighborhood_safety_insights"
+      },
+      "id": "8ef7fb3d-575d-4892-8afc-54c302c80b3d",
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+      "type": "n8n-nodes-base.webhook",
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+      "position": [
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+        "chunkOverlap": 40
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+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
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+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
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+      "position": [
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "neighborhood_safety_insights"
+      },
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+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
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+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "neighborhood_safety_insights"
+      },
+      "id": "1fe7c854-514d-4365-9f40-5d5e443a9fec",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
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+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
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+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "2a2a28cf-9d1b-40b6-ab5f-24a1ff1b27b6",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
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+    {
+      "parameters": {},
+      "id": "0c114c70-0c3d-4f76-b177-948a72857f4a",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+        -40
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+    },
+    {
+      "parameters": {},
+      "id": "2ed19d0b-5981-4187-ae4a-db60bba6b82a",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "fd4845a4-e13e-4ca4-af76-ec8b63b63502",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
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+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "9dbfe97d-d0d7-4bb0-a9bc-8cc20d6becb2",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
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+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
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+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
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+      ]
+    },
+    "Query": {
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+            "type": "ai_vectorStore",
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+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
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+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
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+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Real_Estate/open_house_reminder.json b/Real_Estate/open_house_reminder.json
new file mode 100644
index 0000000..7797b44
--- /dev/null
+++ b/Real_Estate/open_house_reminder.json
@@ -0,0 +1,299 @@
+{
+  "name": "Open House Reminder",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Open House Reminder",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "f924cb54-ba11-4cb7-8f29-71b0baca8062",
+      "name": "Sticky",
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+      "position": [
+        -500,
+        -250
+      ]
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+    {
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+        "httpMethod": "POST",
+        "path": "open_house_reminder"
+      },
+      "id": "4f2c3ae0-9c02-4921-9127-b8be22f97c79",
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+      "typeVersion": 1,
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+      "typeVersion": 1,
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+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
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+        "indexName": "open_house_reminder"
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+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
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+      ],
+      "credentials": {
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+          "id": "SUPABASE_API",
+          "name": "Supabase account"
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+      }
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+        "name": "Supabase"
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+      "position": [
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+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
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+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "6b05f764-5f33-462f-be12-e3d119822653",
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+    },
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+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
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+      "type": "n8n-nodes-base.googleSheets",
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+      "position": [
+        960,
+        -40
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+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
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+        ]
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+    "Splitter": {
+      "main": [
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+            "type": "main",
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+          }
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+      ],
+      "ai_textSplitter": [
+        [
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+            "node": "Insert",
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+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
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+          },
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+      ]
+    },
+    "Tool": {
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+        [
+          {
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+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
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+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
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+            "type": "main",
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+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Real_Estate/property_description_generator.json b/Real_Estate/property_description_generator.json
new file mode 100644
index 0000000..af64a27
--- /dev/null
+++ b/Real_Estate/property_description_generator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Property Description Generator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Property Description Generator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "de9e99d7-55a7-4ab5-be65-a76562417c9e",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "property_description_generator"
+      },
+      "id": "95eaae13-d097-4ee7-850c-dde459bb204a",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
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+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "7fc75187-cc83-48d5-a7e9-dae38978b806",
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+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
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+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "9290b626-0263-42be-b96f-5a577b128620",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
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+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "property_description_generator"
+      },
+      "id": "1e94decf-e2a7-4e6f-b319-6ff1a44eef83",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "property_description_generator"
+      },
+      "id": "312a60d1-dcba-4181-b287-a5ecb3469e2e",
+      "name": "Query",
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+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "8ab3c450-26e0-4b87-a68e-663ab7cfad16",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
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+      ]
+    },
+    {
+      "parameters": {},
+      "id": "c87803e6-a97d-4ef9-8c10-e5758445cbc7",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "31cfc461-50a1-422a-9ef3-6cdfa690b52b",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "beb92ab9-ec72-4327-9b30-fdddfd9216e7",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "cee3fcdc-0dc6-4dee-9863-767b4fd805a6",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
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+      "position": [
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+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
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+        ]
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+    "Splitter": {
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+      "ai_textSplitter": [
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+    "Embeddings": {
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+          },
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+      ]
+    },
+    "Tool": {
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+        [
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+            "node": "Agent",
+            "type": "ai_tool",
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+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
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+      ]
+    },
+    "Agent": {
+      "main": [
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+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Real_Estate/real_estate_market_trend_report.json b/Real_Estate/real_estate_market_trend_report.json
new file mode 100644
index 0000000..84b6865
--- /dev/null
+++ b/Real_Estate/real_estate_market_trend_report.json
@@ -0,0 +1,299 @@
+{
+  "name": "Real Estate Market Trend Report",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Real Estate Market Trend Report",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "e5cd3533-af52-45ca-8e52-6086b7d244ea",
+      "name": "Sticky",
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+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "real_estate_market_trend_report"
+      },
+      "id": "0501dc92-8312-4244-a68e-0d6c798f9278",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
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+      "position": [
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+    {
+      "parameters": {
+        "chunkSize": 400,
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+      },
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+      "name": "Splitter",
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+      "typeVersion": 1,
+      "position": [
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+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "f4bd6310-ca6e-46c6-bc83-7e15c0588619",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
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+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "real_estate_market_trend_report"
+      },
+      "id": "d69bb710-b962-4b60-98cf-efefae8ed524",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
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+      "position": [
+        300,
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+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "real_estate_market_trend_report"
+      },
+      "id": "5aed1ad1-1c3d-4f04-bf89-a3aa11cf4557",
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+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
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+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "10f720a6-db13-4540-a66c-e62e9d8c9aaf",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
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+      "id": "9d5f774a-3ac5-4bef-9e43-7184c59b3f7f",
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+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "a381694b-832c-4be6-b93a-e3077a8a8efe",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
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+        "documentId": "SHEET_ID",
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+      "id": "cc085301-7d71-4b78-a0f2-6b35f03cfe00",
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+      "position": [
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+      "credentials": {
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+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
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+      ],
+      "ai_textSplitter": [
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+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
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+      ]
+    },
+    "Tool": {
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+      ]
+    },
+    "Memory": {
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+      ]
+    },
+    "Chat": {
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+      ]
+    },
+    "Agent": {
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+          }
+        ]
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+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Real_Estate/rental_price_estimator.json b/Real_Estate/rental_price_estimator.json
new file mode 100644
index 0000000..d98b069
--- /dev/null
+++ b/Real_Estate/rental_price_estimator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Rental Price Estimator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Rental Price Estimator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "522a1c32-482c-4ac3-83bf-a8ae38f035e9",
+      "name": "Sticky",
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+    {
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+      "name": "Insert",
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+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
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+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "18a6cf50-4848-4e94-bf5a-c7638f772ab7",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
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+      "position": [
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+    {
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+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
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+      "name": "Sheet",
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+      "position": [
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+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
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+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
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+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
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+          },
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+          }
+        ]
+      ]
+    },
+    "Tool": {
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+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Real_Estate/tenant_screening_summary.json b/Real_Estate/tenant_screening_summary.json
new file mode 100644
index 0000000..289cd58
--- /dev/null
+++ b/Real_Estate/tenant_screening_summary.json
@@ -0,0 +1,299 @@
+{
+  "name": "Tenant Screening Summary",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Tenant Screening Summary",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "3b33eebf-9222-4bd3-b76f-184d65d84dab",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "tenant_screening_summary"
+      },
+      "id": "18fe7bca-e67c-47c4-b3ff-1026e4ea6dd2",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
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+    {
+      "parameters": {
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+        "chunkOverlap": 40
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+      "position": [
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+    },
+    {
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+        "mode": "insert",
+        "indexName": "tenant_screening_summary"
+      },
+      "id": "e490ed00-02f9-425c-b529-3b5a3083255e",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
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+      "position": [
+        300,
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+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
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+      }
+    },
+    {
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+      },
+      "id": "18a368e6-b6ba-459d-96ea-0155c46b2685",
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+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "a83bba45-b696-4930-a9a0-926690456afa",
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+      "id": "ee95789c-9e70-4905-883d-7cc66e61490b",
+      "name": "Memory",
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+      "id": "e6431ed2-a268-483d-b15c-a3ab0a795fd1",
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+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "8c55a527-e45c-4813-997b-ec051d3b9529",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
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+    },
+    {
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+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
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+      "name": "Sheet",
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+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
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+            "type": "main",
+            "index": 0
+          },
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+    "Splitter": {
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+    "Embeddings": {
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+    "Tool": {
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+        [
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+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
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+      ]
+    },
+    "Agent": {
+      "main": [
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+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Real_Estate/zoning_regulation_checker.json b/Real_Estate/zoning_regulation_checker.json
new file mode 100644
index 0000000..bf13d65
--- /dev/null
+++ b/Real_Estate/zoning_regulation_checker.json
@@ -0,0 +1,299 @@
+{
+  "name": "Zoning Regulation Checker",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Zoning Regulation Checker",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "07d635fb-5ea6-40db-8eb3-477a78c63232",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "zoning_regulation_checker"
+      },
+      "id": "3f13da25-c4d9-47c5-b521-2c2e25635ec3",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "e4a8e3ef-15b9-4e2a-876b-1d29f56cd0fa",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "b40a547d-4b1c-43b3-9820-732c263ce7fd",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "zoning_regulation_checker"
+      },
+      "id": "d29b865b-9909-4fc4-8785-9a04eb7eee35",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "zoning_regulation_checker"
+      },
+      "id": "5ffa1b33-c404-4135-b7fc-097a7af026ed",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "b2752bb3-20d7-43dd-83b5-3a9103d7cd46",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "c6319312-5f09-4f7e-8590-0f2c17a5b88c",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "6da6b757-2fdf-4f85-8e2a-a1d4e15ec9fc",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "b5fda3af-1de8-41ba-a7f1-3f0ac4625110",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "a01be5c7-9426-4835-b2b9-3d03d1b6622b",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Travel/README.md b/Travel/README.md
new file mode 100644
index 0000000..5fb1b23
--- /dev/null
+++ b/Travel/README.md
@@ -0,0 +1,11 @@
+# Travel Templates
+- **flight_price_drop_alert.json** – weaviate/openai/huggingface
+- **local_attraction_recommender.json** – pinecone/cohere/anthropic
+- **weather_packing_list_generator.json** – supabase/openai/anthropic
+- **visa_requirement_checker.json** – weaviate/cohere/anthropic
+- **hotel_review_sentiment.json** – pinecone/huggingface/huggingface
+- **travel_itinerary_builder.json** – supabase/cohere/openai
+- **currency_exchange_estimator.json** – weaviate/huggingface/huggingface
+- **airport_lounge_finder.json** – redis/cohere/huggingface
+- **travel_advisory_monitor.json** – pinecone/openai/anthropic
+- **road_trip_stop_planner.json** – supabase/cohere/anthropic
\ No newline at end of file
diff --git a/Travel/airport_lounge_finder.json b/Travel/airport_lounge_finder.json
new file mode 100644
index 0000000..3a46450
--- /dev/null
+++ b/Travel/airport_lounge_finder.json
@@ -0,0 +1,299 @@
+{
+  "name": "Airport Lounge Finder",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Airport Lounge Finder",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "530a91dd-c148-4078-8c75-34bea7ab4100",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "airport_lounge_finder"
+      },
+      "id": "618297ee-f2c3-4771-b4b8-ca10085efb5c",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "53279a3e-2797-4b54-a15e-60123a6ae091",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "ce7a56bb-d36d-496e-baa3-fb242531cc96",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "airport_lounge_finder"
+      },
+      "id": "6a809676-30e2-4507-a7dc-41bed507b479",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "airport_lounge_finder"
+      },
+      "id": "31dc5181-6f83-424d-a9fd-8706df3d524f",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreRedis",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "redisApi": {
+          "id": "REDIS_API",
+          "name": "Redis account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Redis"
+      },
+      "id": "da30c8c9-9ea8-4c74-9660-5bdc9dffd9fd",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "a7d6fb97-4c3c-4b53-8161-210830f3ecf9",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "e2c411a2-0f5b-4964-979a-7cb6311c7756",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "340516f7-e12d-4dcc-9852-fdffce2302d4",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "3e999c21-3608-4f0e-b250-2d9f1229c08a",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Travel/currency_exchange_estimator.json b/Travel/currency_exchange_estimator.json
new file mode 100644
index 0000000..9c7a2bd
--- /dev/null
+++ b/Travel/currency_exchange_estimator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Currency Exchange Estimator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Currency Exchange Estimator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "d5b91663-402e-4601-98df-3f8f1399993f",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "currency_exchange_estimator"
+      },
+      "id": "d081818b-2d6c-466a-9914-6740afcbd7af",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "ca2119ff-edea-4305-b2c5-7198b24e6538",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "6bf1f530-dcfe-463a-acb0-5cc4116ad4b4",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "currency_exchange_estimator"
+      },
+      "id": "c5b61329-227e-42fe-b183-ce0891aa9017",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "currency_exchange_estimator"
+      },
+      "id": "15a1b2e0-2cb5-4bc9-935b-24a493c404ea",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "7f18286e-ba90-47ea-a603-432cceabc5c0",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "f69b9d78-6f83-4b70-99a8-17c380063a49",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "1048f1ff-7f01-4304-94e6-09388ff5d1d3",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "d7b31857-87ed-46e5-8d87-6f8466188c6a",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
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+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
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+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
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+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
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+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Travel/flight_price_drop_alert.json b/Travel/flight_price_drop_alert.json
new file mode 100644
index 0000000..dd76715
--- /dev/null
+++ b/Travel/flight_price_drop_alert.json
@@ -0,0 +1,299 @@
+{
+  "name": "Flight Price Drop Alert",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Flight Price Drop Alert",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "2e971a9b-a6ba-4497-8110-fe07b7a47b42",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "flight_price_drop_alert"
+      },
+      "id": "9acabf76-8493-4272-9738-3b188b02d72a",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "c0844651-967a-4a74-8ec7-21b8ad69c57e",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "9e584208-6ee6-4d88-928d-ebea7670029f",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "flight_price_drop_alert"
+      },
+      "id": "68ba07d4-4a88-488f-b516-3af28bf2e448",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "flight_price_drop_alert"
+      },
+      "id": "e8555ffa-cd0a-43b9-9877-0224cec55b1c",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "8adc9dca-87b4-4d3b-a491-ae2bfa48fa92",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "20c201df-db6e-4532-92eb-423d9ed792f0",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "729d441d-a5fa-44c7-9fca-ed1e9a3b7eb7",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "960b4ad9-0550-4dc9-932b-ee0cc272c739",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "c1386b51-3a1c-4d40-aa44-90ea2d247c4e",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Travel/hotel_review_sentiment.json b/Travel/hotel_review_sentiment.json
new file mode 100644
index 0000000..5d1f283
--- /dev/null
+++ b/Travel/hotel_review_sentiment.json
@@ -0,0 +1,299 @@
+{
+  "name": "Hotel Review Sentiment",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Hotel Review Sentiment",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "3f6dc161-7d19-4399-8fad-b801e4406848",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "hotel_review_sentiment"
+      },
+      "id": "5f8dd254-d4f6-4fa2-a17a-743eae80b24d",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "98b19fc7-ec4f-460e-948a-5a7855399235",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "2133104f-a360-4cc1-8dee-92a6da93ea3e",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsHuggingFace",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "hotel_review_sentiment"
+      },
+      "id": "ab99b854-32da-4fed-9fdc-6285c1e5beff",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "hotel_review_sentiment"
+      },
+      "id": "b45e5508-bafd-46cd-9e8e-1bc562b2fba8",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "e31d2844-19a3-4d92-bffd-3903a368a086",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "f84bc4ec-8df1-4790-a46f-21c89b10b382",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "935f73e6-9ada-4be3-9f50-cc82f20090b6",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatHf",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "huggingFaceApi": {
+          "id": "HF_API",
+          "name": "HuggingFace"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "dfbefb06-2a27-425f-89fe-cad782edc25f",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "2459f5be-eece-42ce-b0f5-b9d678bdad6b",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
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+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
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+        [
+          {
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+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
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+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Travel/local_attraction_recommender.json b/Travel/local_attraction_recommender.json
new file mode 100644
index 0000000..73e1c5a
--- /dev/null
+++ b/Travel/local_attraction_recommender.json
@@ -0,0 +1,299 @@
+{
+  "name": "Local Attraction Recommender",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Local Attraction Recommender",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "c8875b2e-3004-4671-b42e-93cd99950bfb",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "local_attraction_recommender"
+      },
+      "id": "577956ce-6f51-4178-971a-8ebbf92c54a5",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "58455fc5-a384-4884-ba46-3564b1264b98",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "e6a4e734-16d1-4a67-a91a-d061074c9808",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "local_attraction_recommender"
+      },
+      "id": "027b33ed-0e77-4488-a955-90c3a570a90a",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "local_attraction_recommender"
+      },
+      "id": "ba1871c8-c436-4258-ad97-4e8e12be2820",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
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+      "position": [
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+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "374eaeaf-2a6b-45da-a417-87415dbc5c9c",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
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+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "d7d8fd55-e069-482a-819b-0ebc788afab7",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
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+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "c6f0f5ef-7b34-4e48-8652-69ce1ba5e142",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "ebc4c348-264d-4f61-99ae-796d195ff3a4",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "9cf94044-8435-4556-85b5-c71462976a0b",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
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+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Travel/road_trip_stop_planner.json b/Travel/road_trip_stop_planner.json
new file mode 100644
index 0000000..c03c68d
--- /dev/null
+++ b/Travel/road_trip_stop_planner.json
@@ -0,0 +1,299 @@
+{
+  "name": "Road Trip Stop Planner",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Road Trip Stop Planner",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "7d536184-157c-4ea5-82ab-16a36039a093",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "road_trip_stop_planner"
+      },
+      "id": "310516e2-6cf6-4f33-9b7d-64846b30b844",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "ea4b0330-8d19-43d9-8217-aecc0fb695f7",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "6053017d-4ff3-4dc3-b761-594b66511f4f",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "road_trip_stop_planner"
+      },
+      "id": "a57a88e7-f41b-4fe4-8fe2-7ffa700e6e0f",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "road_trip_stop_planner"
+      },
+      "id": "c1d0e07a-78d8-4991-a232-0e0a7a1b65dc",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "c8ed4718-d847-4f29-a565-5324b8b0d1f2",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "37a5f80f-6429-44a5-ac60-59b2c283b30a",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "237ca8b6-c42d-4ff0-b449-b3a3f20be581",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "ec1a9e0a-e0b2-4828-a653-922679428060",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "ffb2326d-0718-4a1b-a3de-6eb3d1bc4cec",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Travel/travel_advisory_monitor.json b/Travel/travel_advisory_monitor.json
new file mode 100644
index 0000000..42e3d2e
--- /dev/null
+++ b/Travel/travel_advisory_monitor.json
@@ -0,0 +1,299 @@
+{
+  "name": "Travel Advisory Monitor",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Travel Advisory Monitor",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "ab9739ac-4194-4e32-9620-3923fc24f2f9",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "travel_advisory_monitor"
+      },
+      "id": "4af6e847-4430-45f0-9e76-a94d9e9a28ab",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "c463d22d-a263-4490-8884-8fd4856e0d60",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "5b0691eb-bc7d-4ffa-b631-3716aa36828b",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "travel_advisory_monitor"
+      },
+      "id": "8ca39aa9-31f3-4bde-ae95-5e227e459d47",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "travel_advisory_monitor"
+      },
+      "id": "9bcc8bb2-006a-4721-9120-96c8263a099b",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "pineconeApi": {
+          "id": "PINECONE_API",
+          "name": "Pinecone account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Pinecone"
+      },
+      "id": "47c1e1d1-5771-4cd6-a9b6-b6cac851ff55",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "a7f34fd8-dd43-4232-b0f8-833ce967451b",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "0097de3e-b28f-4a5a-a943-97f6e1a0f19c",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "47b6fa5a-7a44-4cbc-9f53-7d1acaf88246",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "0c99e1db-e004-4ea3-92cb-8c2234654b47",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Travel/travel_itinerary_builder.json b/Travel/travel_itinerary_builder.json
new file mode 100644
index 0000000..7aacccd
--- /dev/null
+++ b/Travel/travel_itinerary_builder.json
@@ -0,0 +1,299 @@
+{
+  "name": "Travel Itinerary Builder",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Travel Itinerary Builder",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "10740118-8e03-4ff7-bb9f-6045e8b852a6",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "travel_itinerary_builder"
+      },
+      "id": "41299a24-30dd-4e7c-ab6e-54839ecc7ec8",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "498deabf-f6a6-4538-a7c1-8484fbc355d0",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "81de715b-99e2-4fed-a9b7-bf59fdc0c6e0",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "travel_itinerary_builder"
+      },
+      "id": "aab7e17f-881f-4f94-810b-eae10cde713b",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "travel_itinerary_builder"
+      },
+      "id": "54b1625f-cd03-489c-80bf-e55862388124",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "5c920c0a-df2a-47df-b696-acb093a4f421",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "de0168af-87f9-48f8-b4cf-c1529e73bdcf",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "ee01524b-3535-4671-8a46-a2abc55e4dfe",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "ebaef4fb-bc83-43d1-8efd-58c78c2f5012",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "6aaf624c-940d-41ab-b013-04cc3dc63814",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Travel/visa_requirement_checker.json b/Travel/visa_requirement_checker.json
new file mode 100644
index 0000000..d695cc9
--- /dev/null
+++ b/Travel/visa_requirement_checker.json
@@ -0,0 +1,299 @@
+{
+  "name": "Visa Requirement Checker",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Visa Requirement Checker",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "2ac95194-ff1f-4720-8e5c-f21c7e344a47",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "visa_requirement_checker"
+      },
+      "id": "765b16c9-1458-4756-a31b-ac4eb5c3ab90",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "d3c71f7f-27f8-48ad-ac30-293647138afe",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "c8fb7955-8c09-42d5-940f-ba84912d1b2f",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "cohereApi": {
+          "id": "COHERE_API",
+          "name": "Cohere"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "visa_requirement_checker"
+      },
+      "id": "ad8b5ada-6bd5-49c6-a51b-fe251cfbb9fd",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "visa_requirement_checker"
+      },
+      "id": "6e9db8d0-a986-416b-9e6a-4557c6b9a4e4",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreWeaviate",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "weaviateApi": {
+          "id": "WEAVIATE_API",
+          "name": "Weaviate account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Weaviate"
+      },
+      "id": "c40282f2-0587-43b4-b1b5-f361b74dcb53",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "a7d1d0c6-18b8-4d76-9fdd-f5949b11d35b",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "720cbc6b-fce7-4461-abed-1bea45c2a24a",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "92f7c0e4-71e1-4028-bd25-c5571eb70d6a",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "16cd57fd-8a35-48a7-b386-86fbbcb20b54",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
+        []
+      ]
+    },
+    "Query": {
+      "ai_vectorStore": [
+        [
+          {
+            "node": "Tool",
+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file
diff --git a/Travel/weather_packing_list_generator.json b/Travel/weather_packing_list_generator.json
new file mode 100644
index 0000000..45008c1
--- /dev/null
+++ b/Travel/weather_packing_list_generator.json
@@ -0,0 +1,299 @@
+{
+  "name": "Weather Packing List Generator",
+  "nodes": [
+    {
+      "parameters": {
+        "content": "## Weather Packing List Generator",
+        "height": 520,
+        "width": 1100
+      },
+      "id": "663459c9-092e-4569-8301-369ad97e4060",
+      "name": "Sticky",
+      "type": "n8n-nodes-base.stickyNote",
+      "typeVersion": 1,
+      "position": [
+        -500,
+        -250
+      ]
+    },
+    {
+      "parameters": {
+        "httpMethod": "POST",
+        "path": "weather_packing_list_generator"
+      },
+      "id": "371ab737-f613-46a3-b7f4-58080792365f",
+      "name": "Webhook",
+      "type": "n8n-nodes-base.webhook",
+      "typeVersion": 1,
+      "position": [
+        -300,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "chunkSize": 400,
+        "chunkOverlap": 40
+      },
+      "id": "75ba6799-d1bd-437c-9829-f65ddc07f512",
+      "name": "Splitter",
+      "type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
+      "typeVersion": 1,
+      "position": [
+        -100,
+        0
+      ]
+    },
+    {
+      "parameters": {
+        "model": "default"
+      },
+      "id": "fd275eeb-648c-417c-9f08-1ff3a5826648",
+      "name": "Embeddings",
+      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
+      "typeVersion": 1,
+      "position": [
+        100,
+        0
+      ],
+      "credentials": {
+        "openAiApi": {
+          "id": "OPENAI_API",
+          "name": "OpenAI"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "mode": "insert",
+        "indexName": "weather_packing_list_generator"
+      },
+      "id": "bfd1a7dc-cc74-4c34-978c-bdae5d7e165b",
+      "name": "Insert",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        0
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "indexName": "weather_packing_list_generator"
+      },
+      "id": "99d12d16-0fae-46bc-a8bf-7693d8ee51c8",
+      "name": "Query",
+      "type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
+      "typeVersion": 1,
+      "position": [
+        300,
+        -180
+      ],
+      "credentials": {
+        "supabaseApi": {
+          "id": "SUPABASE_API",
+          "name": "Supabase account"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "name": "Supabase"
+      },
+      "id": "bf50c18d-790c-4171-a57c-ac337ee89305",
+      "name": "Tool",
+      "type": "@n8n/n8n-nodes-langchain.toolVectorStore",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -180
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "0cd25191-08e2-4a63-9e17-24b7e743f162",
+      "name": "Memory",
+      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
+      "typeVersion": 1.3,
+      "position": [
+        480,
+        -40
+      ]
+    },
+    {
+      "parameters": {},
+      "id": "5abf0fe1-3c72-4f5a-96aa-76c67d179415",
+      "name": "Chat",
+      "type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+      "typeVersion": 1,
+      "position": [
+        480,
+        -340
+      ],
+      "credentials": {
+        "anthropicApi": {
+          "id": "ANTHROPIC_API",
+          "name": "Anthropic"
+        }
+      }
+    },
+    {
+      "parameters": {
+        "promptType": "define",
+        "text": "={{ $json }}"
+      },
+      "id": "c77c5765-fb87-4732-bc89-cc1b3799c12d",
+      "name": "Agent",
+      "type": "@n8n/n8n-nodes-langchain.agent",
+      "typeVersion": 1,
+      "position": [
+        760,
+        -40
+      ]
+    },
+    {
+      "parameters": {
+        "operation": "append",
+        "documentId": "SHEET_ID",
+        "sheetName": "Log"
+      },
+      "id": "d16d263c-b1f5-4700-ba74-cadbb92cb506",
+      "name": "Sheet",
+      "type": "n8n-nodes-base.googleSheets",
+      "typeVersion": 4,
+      "position": [
+        960,
+        -40
+      ],
+      "credentials": {
+        "googleSheetsOAuth2Api": {
+          "id": "SHEETS_API",
+          "name": "Sheets"
+        }
+      }
+    }
+  ],
+  "connections": {
+    "Webhook": {
+      "main": [
+        [
+          {
+            "node": "Splitter",
+            "type": "main",
+            "index": 0
+          },
+          {
+            "node": "Memory",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Splitter": {
+      "main": [
+        [
+          {
+            "node": "Embeddings",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ],
+      "ai_textSplitter": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_textSplitter",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Embeddings": {
+      "ai_embedding": [
+        [
+          {
+            "node": "Insert",
+            "type": "ai_embedding",
+            "index": 0
+          },
+          {
+            "node": "Query",
+            "type": "ai_embedding",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Insert": {
+      "ai_document": [
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+      ]
+    },
+    "Query": {
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+        [
+          {
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+            "type": "ai_vectorStore",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Tool": {
+      "ai_tool": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_tool",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Memory": {
+      "ai_memory": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_memory",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Chat": {
+      "ai_languageModel": [
+        [
+          {
+            "node": "Agent",
+            "type": "ai_languageModel",
+            "index": 0
+          }
+        ]
+      ]
+    },
+    "Agent": {
+      "main": [
+        [
+          {
+            "node": "Sheet",
+            "type": "main",
+            "index": 0
+          }
+        ]
+      ]
+    }
+  },
+  "settings": {
+    "executionOrder": "v1"
+  }
+}
\ No newline at end of file