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diff --git a/README.md b/README.md
index 32f4d2f..c3c3e3a 100644
--- a/README.md
+++ b/README.md
@@ -8,12 +8,6 @@
-
-
-
-
@@ -28,16 +22,24 @@
-**Agentic SOC Platform** is a powerful, flexible, and open-source automated security operations platform. It integrates AI Agent capabilities with automation orchestration, supporting mainstream SIEM/SOAR scenarios to help enterprises efficiently build intelligent security operations systems.
+**Agentic SOC Platform** is a powerful, flexible, and open-source automated security operations platform. It integrates
+AI Agent capabilities with automation orchestration, supporting mainstream SIEM/SOAR scenarios to help enterprises
+efficiently build intelligent security operations systems.
## Core Features
-- 🧠 **AI-driven Intelligence**: Utilizes built-in AI Agent templates like Langgraph and Dify, supporting local LLMs to enhance alert analysis and automated response capabilities.
-- 📊 **Built-in SIRP Platform**: Comes with a ready-to-use Security Incident Response Platform (SIRP) built on Nocoly, allowing for rapid customization of user interfaces, data models, reports, and workflows.
-- ⚙️ **Powerful Automation Workflow**: Achieves efficient alert processing through Webhook + Redis Stream, natively supporting mainstream SIEM platforms such as Splunk and Kibana (ELK).
-- 🛠️ **Highly Extensible**: Provides a rich library of modules and plugins. The entire framework is written in Python, facilitating secondary development and integration with various security devices and APIs.
-- 🛡️ **Local Deployment & Data Control**: Supports complete local deployment. All data, models, and operations can be hosted within your own environment, ensuring enterprise data security and privacy.
-- ⚡ **Streaming and Batch Processing**: Offers streaming processing (modules) for real-time alert analysis and event-driven automation (playbooks) for user-triggered tasks.
+- 🧠 **AI-driven Intelligence**: Utilizes built-in AI Agent templates like Langgraph and Dify, supporting local LLMs to
+ enhance alert analysis and automated response capabilities.
+- 📊 **Built-in SIRP Platform**: Comes with a ready-to-use Security Incident Response Platform (SIRP) built on Nocoly,
+ allowing for rapid customization of user interfaces, data models, reports, and workflows.
+- ⚙️ **Powerful Automation Workflow**: Achieves efficient alert processing through Webhook + Redis Stream, natively
+ supporting mainstream SIEM platforms such as Splunk and Kibana (ELK).
+- 🛠️ **Highly Extensible**: Provides a rich library of modules and plugins. The entire framework is written in Python,
+ facilitating secondary development and integration with various security devices and APIs.
+- 🛡️ **Local Deployment & Data Control**: Supports complete local deployment. All data, models, and operations can be
+ hosted within your own environment, ensuring enterprise data security and privacy.
+- ⚡ **Streaming and Batch Processing**: Offers streaming processing (modules) for real-time alert analysis and
+ event-driven automation (playbooks) for user-triggered tasks.
## Architecture Overview
@@ -45,10 +47,14 @@ ASP processes security alerts and incidents through a simplified multi-stage pro
1. **SIEM/Alert Sources**: EDR, NDR, or other security tools send alerts to a SIEM (e.g., Splunk, Kibana).
2. **Webhook Forwarder**: The SIEM forwards these alerts via Webhook to the ASP's built-in Webhook receiver.
-3. **Redis Stream**: The receiver pushes the alerts to the corresponding Redis Stream, serving as a persistent message queue. Each alert type has its own stream.
-4. **Module Engine**: ASP **modules** consume alerts from their designated streams, perform analysis (often using AI Agents), enrich data, and determine outcomes.
-5. **SIRP Platform**: The output of the modules (now formatted into standardized security records) is sent to the **SIRP** platform, where cases, alerts, and artifacts are created or updated.
-6. **Playbook Engine**: Analysts can trigger **playbooks** from the SIRP user interface against cases, alerts, or artifacts to perform further automated actions, such as threat intelligence enrichment or remediation.
+3. **Redis Stream**: The receiver pushes the alerts to the corresponding Redis Stream, serving as a persistent message
+ queue. Each alert type has its own stream.
+4. **Module Engine**: ASP **modules** consume alerts from their designated streams, perform analysis (often using AI
+ Agents), enrich data, and determine outcomes.
+5. **SIRP Platform**: The output of the modules (now formatted into standardized security records) is sent to the **SIRP
+ ** platform, where cases, alerts, and artifacts are created or updated.
+6. **Playbook Engine**: Analysts can trigger **playbooks** from the SIRP user interface against cases, alerts, or
+ artifacts to perform further automated actions, such as threat intelligence enrichment or remediation.


diff --git a/README_ZH.md b/README_ZH.md
index f6499e9..29f704a 100644
--- a/README_ZH.md
+++ b/README_ZH.md
@@ -1,19 +1,13 @@

- Getting-started ·
- Documentation
+ Getting-started ·
+ Documentation
-
-
-
-
@@ -52,7 +46,6 @@ ASP 通过简化的多阶段流程处理安全告警和事件:
5. **SIRP 平台**: 模块的输出(现在已格式化为标准化的安全记录)被发送到 **SIRP** 平台,在那里创建或更新案例、告警和 Artifact。
6. **剧本引擎**: 分析师可以从 SIRP 用户界面触发针对案例、告警或 Artifact 的 **剧本**,以执行进一步的自动化操作,例如威胁情报丰富或修复。
-


