RAG 与 AI 知识库开源项目
做企业知识库、给 Agent 加长期记忆、把网页变成 LLM 可读数据的开源项目。
共收录 7 个 GitHub 开源仓库，均来自 Siming 的 star 收藏，按 star 数排序。主要语言：Python（5 个）、Go（1 个）、TypeScript（1 个）。star 最多的是 unclecode/crawl4ai（★ 85,810）。
RAG与知识引擎（3）
An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules.
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.
Use this skill to enable Claude Code to communicate directly with your Google NotebookLM notebooks. Query your uploaded documents and get source-grounded, citation-backed answers from Gemini. Features browser automation, library management, persistent authentication, and answers exclusively from your own knowledge base.
记忆与上下文（1）
The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
AI爬虫与数据摄入（3）
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.
Python scraper based on AI
Crawl a site to generate knowledge files to create your own custom GPT from a URL
「AI 人工智能」下的其他方向：视频剪辑与生成 · 图像生成与处理 · 对话与助理 · 写作与内容生成 · 语音与TTS · 设计与可视化 · 量化与交易 · Agent Skills · Agent框架与编排 · MCP协议与服务 · 编程助手与CLI · LLM框架与推理 · API代理与中转 · 开源大模型 · 视觉与多模态模型 · 训练框架 · AI教程与学习
上级分类：AI 人工智能