From 4683d994adaffdb95c117c3c9ab2f9c33dc48118 Mon Sep 17 00:00:00 2001 From: mpb159753 Date: Thu, 24 Apr 2025 15:12:18 +0800 Subject: [PATCH 1/2] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=20openGauss=20langchain?= =?UTF-8?q?=20=E5=AF=B9=E6=8E=A5=E6=95=99=E7=A8=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../zh/docs/DataVec/openGauss-langchain.md | 168 ++++++++++++++++++ 1 file changed, 168 insertions(+) create mode 100644 content/zh/docs/DataVec/openGauss-langchain.md diff --git a/content/zh/docs/DataVec/openGauss-langchain.md b/content/zh/docs/DataVec/openGauss-langchain.md new file mode 100644 index 000000000..ba28e4067 --- /dev/null +++ b/content/zh/docs/DataVec/openGauss-langchain.md @@ -0,0 +1,168 @@ +# 基于LangChain与openGauss构建智能知识库系统 + +## 背景 +在大模型应用开发领域,检索增强生成(RAG)技术已成为解决模型知识局限性的核心方案。LangChain作为领先的LLM应用开发框架,提供了完整的RAG实现链路。openGauss作为国产高性能关系型数据库,其原生向量支持能力与AI扩展特性,使其成为LangChain生态中兼具事务处理与向量检索的理想存储方案。 + +## LangChain技术栈解析 +### 框架定位 +LangChain是一个开源的LLM应用开发框架,通过模块化设计提供: +1. 统一的大模型接入接口 +2. 可扩展的文档处理流水线 +3. 多种向量存储后端支持 +4. 链式执行与智能体编排能力 + +### 架构优势 +- **组件化设计**:每个功能模块(文档加载/切分/嵌入/存储/检索)均可独立替换 +- **混合检索**:支持向量相似度检索与传统SQL过滤条件结合 +- **事务保障**:通过openGauss实现向量操作的ACID特性 + +## 环境准备 +### 1. 启动openGauss容器 +```bash +docker run --name opengauss \ + -d \ + -e GS_PASSWORD='MyStrongPass@123' \ + -p 8888:5432 \ + opengauss/opengauss-server:7.0.0 +``` + +### 2. 安装依赖库 +```bash +pip install langchain langchain-opengauss langchain-openai +``` + + +## 技术文档智能问答系统搭建 +### 场景描述 +构建支持技术文档检索的问答系统,实现: +1. 技术文档向量化存储 +2. 基于语义的相似度检索 +3. 元数据过滤(文档来源/版本) + +### 实现步骤 +#### 步骤1:初始化向量库 +```python +from langchain_opengauss import OpenGauss, OpenGaussSettings +from langchain_openai import OpenAIEmbeddings + +# 配置向量存储参数 +config = OpenGaussSettings( + table_name="tech_docs", + embedding_dimension=1536, # 适配text-embedding-3-large模型 + index_type="HNSW", + distance_strategy="COSINE", + connection_params={ + "host": "localhost", + "port": 8888, + "user": "gaussdb", + "password": "MyStrongPass@123" + } +) + +# 初始化嵌入模型 +embeddings = OpenAIEmbeddings(model="text-embedding-3-large") + +# 创建向量存储实例 +vector_store = OpenGauss(embedding=embeddings, config=config) +``` + +#### 步骤2:文档入库 +```python +from langchain_core.documents import Document + +documents = [ + Document( + page_content="openGauss支持行存与列存混合存储", + metadata={"source": "架构手册", "version": "3.0"} + ), + Document( + page_content="向量检索支持HNSW和IVFFLAT索引", + metadata={"source": "AI特性指南", "version": "3.1"} + ) +] + +# 批量插入文档 +vector_store.add_documents(documents=documents) +``` + +#### 步骤3:混合检索 +```python +# 带元数据过滤的语义检索 +results = vector_store.similarity_search( + query="如何优化向量检索性能", + k=3, + filter={"source": "AI特性指南", "version": {"$gte": "3.0"}} +) + +# 结果解析 +for doc in results: + print(f"内容:{doc.page_content}") + print(f"来源:{doc.metadata['source']}") + print("-"*50) +``` + +#### 步骤4:集成到问答链 +```python +from langchain.chains import RetrievalQA +from langchain_openai import ChatOpenAI + +# 创建检索器 +retriever = vector_store.as_retriever( + search_type="similarity", + search_kwargs={"k": 2, "score_threshold": 0.8} +) + +# 构建问答链 +qa_chain = RetrievalQA.from_chain_type( + llm=ChatOpenAI(model="gpt-3.5-turbo"), + chain_type="stuff", + retriever=retriever +) + +# 执行问答 +response = qa_chain.invoke("openGauss支持哪些存储引擎?") +print(response["result"]) +``` + +## 高级调优技巧 +### 索引优化配置 +```python +config = OpenGaussSettings( + index_params={ + "m": 32, # HNSW邻接节点数 + "ef_construction": 200 # 索引构建精度 + } +) +``` + +### 连接池管理 +```python +OpenGaussSettings( + min_connections=5, + max_connections=50, + connection_idle_time=300 +) +``` + + + +本方案充分发挥openGauss的以下优势: +1. **事务型向量操作**:确保数据插入与更新的原子性 +2. **混合查询能力**:支持「向量相似度+元数据过滤」组合查询 +3. **在线索引维护**:支持不锁表的索引重建 + +## 常见问题排查 +1. **连接失败**: + - 检查GS_PASSWORD复杂度(需包含大小写+数字+特殊字符) + - 验证端口映射(主机8888 → 容器5432) + +2. **索引构建失败**: + - 确认embedding_dimension与实际模型匹配 + - 检查openGauss版本≥7.0.0 + +3. **检索精度异常**: + - 调整distance_strategy匹配嵌入模型训练方式 + - 检查HNSW参数组合(m与ef_construction) + +## 总结 +openGauss与LangChain的深度整合,为需要高可靠性、复杂查询需求的RAG场景提供了新的选择方案。开发者可通过本文介绍的方法快速构建企业级智能问答系统,同时享受开源生态带来的技术红利。 \ No newline at end of file -- Gitee From 63b0e32899bcfca878c884f67a9f7ca1f61781e2 Mon Sep 17 00:00:00 2001 From: mpb159753 Date: Thu, 24 Apr 2025 15:20:44 +0800 Subject: [PATCH 2/2] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=20openGauss=20langchain?= =?UTF-8?q?=20=E5=AF=B9=E6=8E=A5=E6=95=99=E7=A8=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../DataVec/figures/langchain-opengauss2.png | Bin 0 -> 184782 bytes content/zh/docs/DataVec/openGauss-langchain.md | 3 ++- 2 files changed, 2 insertions(+), 1 deletion(-) create mode 100644 content/zh/docs/DataVec/figures/langchain-opengauss2.png diff --git a/content/zh/docs/DataVec/figures/langchain-opengauss2.png b/content/zh/docs/DataVec/figures/langchain-opengauss2.png new file mode 100644 index 0000000000000000000000000000000000000000..90cb7f98aa3e4e9c6e33b7151a60b704368d8198 GIT binary patch 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-在大模型应用开发领域,检索增强生成(RAG)技术已成为解决模型知识局限性的核心方案。LangChain作为领先的LLM应用开发框架,提供了完整的RAG实现链路。openGauss作为国产高性能关系型数据库,其原生向量支持能力与AI扩展特性,使其成为LangChain生态中兼具事务处理与向量检索的理想存储方案。 +在大模型应用开发领域,检索增强生成(RAG)技术已成为解决模型知识局限性的核心方案。LangChain作为领先的LLM应用开发框架,提供了完整的RAG实现链路。openGauss作为国产高性能关系型数据库,其原生向量支持能力与AI扩展特性,使其成为LangChain生态中兼具事务处理与向量检索的理想存储方案。目前 openGauss 已正式加入 [langchain VectorStore 支持列表](https://python.langchain.com/docs/integrations/vectorstores/openGauss/),本文将会带您了解如何使用 langchain + openGauss 构建智能知识库。 +![langchain-opengauss2.png](figures/langchain-opengauss2.png) ## LangChain技术栈解析 ### 框架定位 LangChain是一个开源的LLM应用开发框架,通过模块化设计提供: -- Gitee