知识库 on 黄文卓 | DevOps Engineerhttps://socake.github.io/tags/%E7%9F%A5%E8%AF%86%E5%BA%93/Recent content in 知识库 on 黄文卓 | DevOps EngineerHugo -- gohugo.iozh-CN17691281867@163.com (Wenzhuo Huang)17691281867@163.com (Wenzhuo Huang)© 2026 Wenzhuo HuangFri, 20 Mar 2026 09:44:00 +0800FastGPT 知识库问答系统：从部署到应用https://socake.github.io/posts/fastgpt-knowledge-base-practice/Fri, 20 Mar 2026 09:44:00 +080017691281867@163.com (Wenzhuo Huang)https://socake.github.io/posts/fastgpt-knowledge-base-practice/FastGPT是专注知识库问答的开源平台，相比Dify上手更快。本文覆盖MongoDB+PgVector部署、知识库创建与文档导入、Flow工作流配置、相似度阈值调优、API接入钉钉，以及运维知识库的实战案例。Dify 私有化部署与 RAG 应用构建实战https://socake.github.io/posts/dify-self-hosted-rag-practice/Thu, 12 Mar 2026 13:37:00 +080017691281867@163.com (Wenzhuo Huang)https://socake.github.io/posts/dify-self-hosted-rag-practice/Dify是当前私有化部署最成熟的LLM应用构建平台。本文覆盖Docker Compose部署、多模型Provider配置、知识库创建与切片调优、RAG对话应用构建、工作流编排，以及API发布与生产监控。Advanced RAG：超越 Naive RAG 的高级检索增强技术https://socake.github.io/posts/advanced-rag-techniques/Wed, 04 Feb 2026 11:33:00 +080017691281867@163.com (Wenzhuo Huang)https://socake.github.io/posts/advanced-rag-techniques/系统拆解 Naive RAG 的三类失败模式，提供混合检索、HyDE、查询改写、Parent-Child 分块等高级技术的完整实现