Merge pull request #282 from Anush008/main

docs: Docker Compose setup for Qdrant

README.md

@@ -32,7 +32,7 @@
 |     模块     | 现有能力 
 |:----------:|---
 |  **模型管理**  | 多模型接入(OpenAI/DeepSeek/通义/智谱)、多模态理解、Coze/DIFY/FastGPT平台集成 
-|  **知识管理**  | 本地RAG + 向量库(Milvus/Weaviate)  + 文档解析        
+|  **知识管理**  | 本地RAG + 向量库(Milvus/Weaviate/Qdrant)  + 文档解析        
 |  **工具管理**  | Mcp协议集成、Skills能力 + 可扩展工具生态                             
 |  **流程编排**  | 可视化工作流设计器、节点拖拽编排、SSE流式执行,目前已经支持模型调用,邮件发送,人工审核等节点  
 |  **多智能体**  | 基于Langchain4j的Agent框架、Supervisor模式编排,支持多种决策模型          
@@ -63,7 +63,7 @@
 
 ### 核心框架
 - **后端架构**：Spring Boot 4.0 + Spring ai 2.0 + Langchain4j
-- **数据存储**：MySQL 8.0 + Redis + 向量数据库（Milvus/Weaviate）
+- **数据存储**：MySQL 8.0 + Redis + 向量数据库（Milvus/Weaviate/Qdrant）
 - **前端技术**：Vue 3 + Vben Admin + element-plus-x
 - **安全认证**：Sa-Token + JWT 双重保障
 

README_EN.md

@@ -35,7 +35,7 @@
 | Module | Current Capabilities |
 |:---:|---|
 | **Model Management** | Multi-model integration (OpenAI/DeepSeek/Tongyi/Zhipu), multi-modal understanding, Coze/DIFY/FastGPT platform integration |
-| **Knowledge Base** | Local RAG + Vector DB (Milvus/Weaviate) + Document parsing |
+| **Knowledge Base** | Local RAG + Vector DB (Milvus/Weaviate/Qdrant) + Document parsing |
 | **Tool Management** | MCP protocol integration, Skills capability + Extensible tool ecosystem |
 | **Workflow Orchestration** | Visual workflow designer, drag-and-drop node orchestration, SSE streaming execution, currently supports model calls, email sending, manual review nodes |
 | **Multi-Agent** | Agent framework based on Langchain4j, Supervisor mode orchestration, supports multiple decision models |
@@ -66,7 +66,7 @@
 
 ### Core Framework
 - **Backend**: Spring Boot 4.0 + Spring AI 2.0 + Langchain4j
-- **Data Storage**: MySQL 8.0 + Redis + Vector Databases (Milvus/Weaviate)
+- **Data Storage**: MySQL 8.0 + Redis + Vector Databases (Milvus/Weaviate/Qdrant)
 - **Frontend**: Vue 3 + Vben Admin + element-plus-x
 - **Security**: Sa-Token + JWT dual-layer security
 

docs/docker/qdrant/docker-compose.yml

@@ -0,0 +1,12 @@
+---
+services:
+  qdrant:
+    image: qdrant/qdrant:latest
+    ports:
+      - 6333:6333
+      - 6334:6334
+    volumes:
+      - qdrant_data:/qdrant/storage
+volumes:
+  qdrant_data:
+...