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AI_ML/README.md Normal file
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# AI_ML Templates
- **summarize_customer_emails.json** – Uses Anthropic Claude, Cohere Embeddings
- **daily_content_ideas.json** – Uses Cohere Embeddings, OpenAI Chat, Supabase Vector
- **translate_form_submissions.json** – Uses OpenAI Chat, OpenAI Embeddings, Supabase Vector
- **resume_screening.json** – Uses Cohere Embeddings, OpenAI Chat
- **auto-tag_blog_posts.json** – Uses Anthropic Claude, OpenAI Embeddings, Supabase Vector
- **customer_sentiment_analysis.json** – Uses Anthropic Claude, Cohere Embeddings, Pinecone
- **image_captioning.json** – Uses Anthropic Claude, OpenAI Embeddings
- **ticket_urgency_classification.json** – Uses Anthropic Claude, Cohere Embeddings, Pinecone
- **product_description_generator.json** – Uses Anthropic Claude, Cohere Embeddings, Pinecone
- **voice_note_transcription.json** – Uses Cohere Embeddings, OpenAI Chat

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AI_ML/auto-tag_blog_posts.json Normal file
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{
"name": "Auto-tag Blog Posts",
"nodes": [
{
"parameters": {
"content": "Placeholder for Auto-tag Blog Posts",
"height": 530,
"width": 1100,
"color": 5
},
"id": "84e22aae-0a0b-4bc9-94d9-aec2d9a07826",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-480,
-240
]
},
{
"parameters": {
"httpMethod": "POST",
"path": "auto-tag-blog-posts"
},
"id": "e83f725c-c083-4c9d-9623-d9c092bbad2a",
"name": "Webhook Trigger",
"type": "n8n-nodes-base.webhook",
"typeVersion": 1,
"position": [
-300,
0
]
},
{
"parameters": {
"chunkSize": 400,
"chunkOverlap": 40
},
"id": "95ca42a5-e984-4245-b770-ef64b6495ec9",
"name": "Text Splitter",
"type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
"typeVersion": 1,
"position": [
-130,
0
]
},
{
"parameters": {
"model": "text-embedding-3-small",
"options": {}
},
"id": "e515e8bb-c532-4428-a593-29f5d71ba000",
"name": "Embeddings",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"typeVersion": 1,
"position": [
70,
0
],
"credentials": {
"openAiApi": {
"id": "OPENAI_API",
"name": "OpenAI"
}
}
},
{
"parameters": {
"mode": "insert",
"options": {},
"indexName": "auto-tag_blog_posts"
},
"id": "1aa98ca1-c389-4a1a-8f0c-58fcc64e08b4",
"name": "Supabase Insert",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"typeVersion": 1,
"position": [
270,
0
],
"credentials": {
"supabaseApi": {
"id": "SUPABASE_API",
"name": "Supabase account"
}
}
},
{
"parameters": {
"indexName": "auto-tag_blog_posts"
},
"id": "53510366-3cdd-40ec-a22b-d344bbbe434f",
"name": "Supabase Query",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"typeVersion": 1,
"position": [
270,
-180
],
"credentials": {
"supabaseApi": {
"id": "SUPABASE_API",
"name": "Supabase account"
}
}
},
{
"parameters": {
"name": "Supabase",
"description": "Vector context"
},
"id": "1693f5ae-6022-4fea-8e94-ebd59d4cbd31",
"name": "Vector Tool",
"type": "@n8n/n8n-nodes-langchain.toolVectorStore",
"typeVersion": 1,
"position": [
450,
-180
]
},
{
"parameters": {},
"id": "fff55186-78c9-4196-829c-0416c8c7d547",
"name": "Window Memory",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
450,
-40
]
},
{
"parameters": {
"options": {}
},
"id": "ddbd622f-6ec7-499d-a48d-613db67e5f2b",
"name": "Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
"typeVersion": 1,
"position": [
450,
-340
],
"credentials": {
"anthropicApi": {
"id": "ANTHROPIC_API",
"name": "Anthropic"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "Handle data",
"options": {
"systemMessage": "You are an assistant for Auto-tag Blog Posts"
}
},
"id": "b12856e2-bed9-41ff-bdbd-4b4a2fd98aa2",
"name": "RAG Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1,
"position": [
720,
-40
]
},
{
"parameters": {
"operation": "append",
"documentId": {
"__rl": true,
"value": "SHEET_ID",
"mode": "list",
"cachedResultName": "Auto-tag Blog Posts"
},
"sheetName": {
"__rl": true,
"value": "Log",
"mode": "list",
"cachedResultName": "Log"
},
"columns": {
"mappingMode": "defineBelow",
"value": "Status",
"schema": []
}
},
"id": "a8f14a3c-3865-4097-b1ee-0265ac6ffa47",
"name": "Append Sheet",
"type": "n8n-nodes-base.googleSheets",
"typeVersion": 4,
"position": [
930,
-40
],
"credentials": {
"googleSheetsOAuth2Api": {
"id": "SHEETS_API",
"name": "Google Sheets account"
}
}
},
{
"parameters": {
"channel": "#alerts",
"text": "Auto-tag Blog Posts error: {$json.error.message}"
},
"id": "54b60e92-3672-4042-94c7-df1b6d28c221",
"name": "Slack Alert",
"type": "n8n-nodes-base.slack",
"typeVersion": 1,
"position": [
930,
120
],
"credentials": {
"slackApi": {
"id": "SLACK_API",
"name": "Slack"
}
}
}
],
"connections": {
"Webhook Trigger": {
"main": [
[
{
"node": "Text Splitter",
"type": "main",
"index": 0
},
{
"node": "Window Memory",
"type": "main",
"index": 0
}
]
]
},
"Text Splitter": {
"main": [
[
{
"node": "Embeddings",
"type": "main",
"index": 0
}
]
],
"ai_textSplitter": [
[
{
"node": "Supabase Insert",
"type": "ai_textSplitter",
"index": 0
}
]
]
},
"Embeddings": {
"ai_embedding": [
[
{
"node": "Supabase Insert",
"type": "ai_embedding",
"index": 0
},
{
"node": "Supabase Query",
"type": "ai_embedding",
"index": 0
}
]
]
},
"Supabase Insert": {
"ai_document": [
[]
]
},
"Supabase Query": {
"ai_vectorStore": [
[
{
"node": "Vector Tool",
"type": "ai_vectorStore",
"index": 0
}
]
]
},
"Vector Tool": {
"ai_tool": [
[
{
"node": "RAG Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Window Memory": {
"ai_memory": [
[
{
"node": "RAG Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Chat Model": {
"ai_languageModel": [
[
{
"node": "RAG Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"RAG Agent": {
"main": [
[
{
"node": "Append Sheet",
"type": "main",
"index": 0
}
]
],
"onError": [
[
{
"node": "Slack Alert",
"type": "main",
"index": 0
}
]
]
}
},
"settings": {
"executionOrder": "v1"
},
"triggerCount": 1
}

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AI_ML/customer_sentiment_analysis.json Normal file
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{
"name": "Customer Sentiment Analysis",
"nodes": [
{
"parameters": {
"content": "Placeholder for Customer Sentiment Analysis",
"height": 530,
"width": 1100,
"color": 5
},
"id": "9432cbf3-839c-415b-bbad-164cacd8f761",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-480,
-240
]
},
{
"parameters": {
"httpMethod": "POST",
"path": "customer-sentiment-analysis"
},
"id": "deec2c7d-52f6-41d1-b6c9-f2f68cc2db9e",
"name": "Webhook Trigger",
"type": "n8n-nodes-base.webhook",
"typeVersion": 1,
"position": [
-300,
0
]
},
{
"parameters": {
"chunkSize": 400,
"chunkOverlap": 40
},
"id": "c999cc42-bc54-402b-8a6d-e8c924c27332",
"name": "Text Splitter",
"type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
"typeVersion": 1,
"position": [
-130,
0
]
},
{
"parameters": {
"model": "embed-english-v3.0",
"options": {}
},
"id": "9c230e35-adf4-49a7-a98e-c13dfa1c4e3d",
"name": "Embeddings",
"type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
"typeVersion": 1,
"position": [
70,
0
],
"credentials": {
"cohereApi": {
"id": "COHERE_API",
"name": "Cohere"
}
}
},
{
"parameters": {
"mode": "insert",
"options": {},
"pineconeIndex": {
"__rl": true,
"value": "customer_sentiment_analysis",
"mode": "list",
"cachedResultName": "customer_sentiment_analysis"
}
},
"id": "4b1cbbe7-ae91-4cbc-9b7d-106e8def867f",
"name": "Pinecone Insert",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"typeVersion": 1,
"position": [
270,
0
],
"credentials": {
"pineconeApi": {
"id": "PINECONE_API",
"name": "Pinecone account"
}
}
},
{
"parameters": {
"pineconeIndex": {
"__rl": true,
"value": "customer_sentiment_analysis",
"mode": "list",
"cachedResultName": "customer_sentiment_analysis"
}
},
"id": "2051fbc6-2275-4529-bcc4-7ef84d05beed",
"name": "Pinecone Query",
"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
"typeVersion": 1,
"position": [
270,
-180
],
"credentials": {
"pineconeApi": {
"id": "PINECONE_API",
"name": "Pinecone account"
}
}
},
{
"parameters": {
"name": "Pinecone",
"description": "Vector context"
},
"id": "24603a00-5522-415e-b4c8-d80889678355",
"name": "Vector Tool",
"type": "@n8n/n8n-nodes-langchain.toolVectorStore",
"typeVersion": 1,
"position": [
450,
-180
]
},
{
"parameters": {},
"id": "e22fb094-3cc2-492f-95f7-608b93e89409",
"name": "Window Memory",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
450,
-40
]
},
{
"parameters": {
"options": {}
},
"id": "3116ece9-b801-47f1-82fb-192574cedea1",
"name": "Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
"typeVersion": 1,
"position": [
450,
-340
],
"credentials": {
"anthropicApi": {
"id": "ANTHROPIC_API",
"name": "Anthropic"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "Handle data",
"options": {
"systemMessage": "You are an assistant for Customer Sentiment Analysis"
}
},
"id": "f94f99f3-4f7b-49d4-8432-b156ca31d831",
"name": "RAG Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1,
"position": [
720,
-40
]
},
{
"parameters": {
"operation": "append",
"documentId": {
"__rl": true,
"value": "SHEET_ID",
"mode": "list",
"cachedResultName": "Customer Sentiment Analysis"
},
"sheetName": {
"__rl": true,
"value": "Log",
"mode": "list",
"cachedResultName": "Log"
},
"columns": {
"mappingMode": "defineBelow",
"value": "Status",
"schema": []
}
},
"id": "50ab5f32-d0a4-49e3-a3e3-a896b94ec7a0",
"name": "Append Sheet",
"type": "n8n-nodes-base.googleSheets",
"typeVersion": 4,
"position": [
930,
-40
],
"credentials": {
"googleSheetsOAuth2Api": {
"id": "SHEETS_API",
"name": "Google Sheets account"
}
}
},
{
"parameters": {
"channel": "#alerts",
"text": "Customer Sentiment Analysis error: {$json.error.message}"
},
"id": "59c37726-aac9-49be-a899-ed4dc6563e33",
"name": "Slack Alert",
"type": "n8n-nodes-base.slack",
"typeVersion": 1,
"position": [
930,
120
],
"credentials": {
"slackApi": {
"id": "SLACK_API",
"name": "Slack"
}
}
}
],
"connections": {
"Webhook Trigger": {
"main": [
[
{
"node": "Text Splitter",
"type": "main",
"index": 0
},
{
"node": "Window Memory",
"type": "main",
"index": 0
}
]
]
},
"Text Splitter": {
"main": [
[
{
"node": "Embeddings",
"type": "main",
"index": 0
}
]
],
"ai_textSplitter": [
[
{
"node": "Pinecone Insert",
"type": "ai_textSplitter",
"index": 0
}
]
]
},
"Embeddings": {
"ai_embedding": [
[
{
"node": "Pinecone Insert",
"type": "ai_embedding",
"index": 0
},
{
"node": "Pinecone Query",
"type": "ai_embedding",
"index": 0
}
]
]
},
"Pinecone Insert": {
"ai_document": [
[]
]
},
"Pinecone Query": {
"ai_vectorStore": [
[
{
"node": "Vector Tool",
"type": "ai_vectorStore",
"index": 0
}
]
]
},
"Vector Tool": {
"ai_tool": [
[
{
"node": "RAG Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Window Memory": {
"ai_memory": [
[
{
"node": "RAG Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Chat Model": {
"ai_languageModel": [
[
{
"node": "RAG Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"RAG Agent": {
"main": [
[
{
"node": "Append Sheet",
"type": "main",
"index": 0
}
]
],
"onError": [
[
{
"node": "Slack Alert",
"type": "main",
"index": 0
}
]
]
}
},
"settings": {
"executionOrder": "v1"
},
"triggerCount": 1
}

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AI_ML/daily_content_ideas.json Normal file
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{
"name": "Daily Content Ideas",
"nodes": [
{
"parameters": {
"content": "Placeholder for Daily Content Ideas",
"height": 530,
"width": 1100,
"color": 5
},
"id": "ca5f06fc-6dec-4477-bce5-e79c88a25e7d",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-480,
-240
]
},
{
"parameters": {
"httpMethod": "POST",
"path": "daily-content-ideas"
},
"id": "07884fea-1b21-4c07-9cc1-0f8c9546154d",
"name": "Webhook Trigger",
"type": "n8n-nodes-base.webhook",
"typeVersion": 1,
"position": [
-300,
0
]
},
{
"parameters": {
"chunkSize": 400,
"chunkOverlap": 40
},
"id": "cddbaad6-33bf-4933-8a99-018c63325ad8",
"name": "Text Splitter",
"type": "@n8n/n8n-nodes-langchain.textSplitterCharacterTextSplitter",
"typeVersion": 1,
"position": [
-130,
0
]
},
{
"parameters": {
"model": "embed-english-v3.0",
"options": {}
},
"id": "ba875ce2-e150-47e1-8036-72573e1e142d",
"name": "Embeddings",
"type": "@n8n/n8n-nodes-langchain.embeddingsCohere",
"typeVersion": 1,
"position": [
70,
0
],
"credentials": {
"cohereApi": {
"id": "COHERE_API",
"name": "Cohere"
}
}
},
{
"parameters": {
"mode": "insert",
"options": {},
"indexName": "daily_content_ideas"
},
"id": "5b7779c8-04ec-41ab-abf5-4f2a2d8405fd",
"name": "Supabase Insert",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"typeVersion": 1,
"position": [
270,
0
],
"credentials": {
"supabaseApi": {
"id": "SUPABASE_API",
"name": "Supabase account"
}
}
},
{
"parameters": {
"indexName": "daily_content_ideas"
},
"id": "9a6dab96-b119-484f-aa5f-6a50b470fecd",
"name": "Supabase Query",
"type": "@n8n/n8n-nodes-langchain.vectorStoreSupabase",
"typeVersion": 1,
"position": [
270,
-180
],
"credentials": {
"supabaseApi": {
"id": "SUPABASE_API",
"name": "Supabase account"
}
}
},
{
"parameters": {
"name": "Supabase",
"description": "Vector context"
},
"id": "9c83b97b-8ffc-4739-b045-27c982cae0dd",
"name": "Vector Tool",
"type": "@n8n/n8n-nodes-langchain.toolVectorStore",
"typeVersion": 1,
"position": [
450,
-180
]
},
{
"parameters": {},
"id": "c38b7694-050b-4e8d-97cd-876b30fcccab",
"name": "Window Memory",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
450,
-40
]
},
{
"parameters": {
"options": {}
},
"id": "1b3d208d-2707-4bda-a5da-de6b5b52e811",
"name": "Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"typeVersion": 1,
"position": [
450,
-340
],
"credentials": {
"openAiApi": {
"id": "OPENAI_API",
"name": "OpenAI"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "Handle data",
"options": {
"systemMessage": "You are an assistant for Daily Content Ideas"
}
},
"id": "f10af89a-34ee-416a-9e15-b4e44eb9a6ba",
"name": "RAG Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1,
"position": [
720,
-40
]
},
{
"parameters": {
"operation": "append",
"documentId": {
"__rl": true,
"value": "SHEET_ID",
"mode": "list",
"cachedResultName": "Daily Content Ideas"
},
"sheetName": {
"__rl": true,
"value": "Log",
"mode": "list",
"cachedResultName": "Log"
},
"columns": {
"mappingMode": "defineBelow",
"value": "Status",
"schema": []
}
},
"id": "05153aa5-3e62-4cde-a050-7bfba1ac9895",
"name": "Append Sheet",
"type": "n8n-nodes-base.googleSheets",
"typeVersion": 4,
"position": [
930,
-40
],
"credentials": {
"googleSheetsOAuth2Api": {
"id": "SHEETS_API",
"name": "Google Sheets account"
}
}
},
{
"parameters": {
"channel": "#alerts",
"text": "Daily Content Ideas error: {$json.error.message}"
},
"id": "4838e13d-2475-4bb1-9c74-bde4b5d4123a",
"name": "Slack Alert",
"type": "n8n-nodes-base.slack",
"typeVersion": 1,
"position": [
930,
120
],
"credentials": {
"slackApi": {
"id": "SLACK_API",
"name": "Slack"
}
}
}
],
"connections": {
"Webhook Trigger": {
"main": [
[
{
"node": "Text Splitter",
"type": "main",
"index": 0
},
{
"node": "Window Memory",
"type": "main",
"index": 0
}
]
]
},
"Text Splitter": {
"main": [
[
{
"node": "Embeddings",
"type": "main",
"index": 0
}
]
],
"ai_textSplitter": [
[
{
"node": "Supabase Insert",
"type": "ai_textSplitter",
"index": 0
}
]
]
},
"Embeddings": {
"ai_embedding": [
[
{
"node": "Supabase Insert",
"type": "ai_embedding",
"index": 0
},
{
"node": "Supabase Query",
"type": "ai_embedding",
"index": 0
}
]
]
},
"Supabase Insert": {
"ai_document": [
[]
]
},
"Supabase Query": {
"ai_vectorStore": [
[
{
"node": "Vector Tool",
"type": "ai_vectorStore",
"index": 0
}
]
]
},
"Vector Tool": {
"ai_tool": [
[
{
"node": "RAG Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Window Memory": {
"ai_memory": [
[
{
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363
AI_ML/ticket_urgency_classification.json Normal file
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353
AI_ML/translate_form_submissions.json Normal file
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AI_ML/voice_note_transcription.json Normal file
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