AI之路AI 开源项目

📚 RAG 与知识库

检索增强生成、知识库问答、嵌入与重排序

全部 1047🧠 大语言模型 25🤖 AI 智能体 164🧩 应用开发平台 23📚 RAG 与知识库 46💬 聊天界面与客户端 42🖥️ 本地推理与部署 87👨‍💻 AI 编程 97🛠️ 开发框架与 SDK 48🔌 MCP 与工具生态 36🎨 图像生成 26🎬 视频生成 18🎙️ 语音与音频 44👁️ 计算机视觉 26📄 文档解析与抓取 24🗄️ 向量数据库 25🏋️ 训练微调与 MLOps 76🧪 评测·观测·安全 80🚪 API 网关与代理 12🔎 搜索与深度研究 13⚙️ 深度学习基础库 54🏷️ 数据与标注 31🔬 行业与科研 AI 36⚡ 效率工具 14
46 个项目排序:推荐Star 数最热最新

LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including

📚 RAG 与知识库LangChainLlamaLLM★ 13k

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

📚 RAG 与知识库TypeScriptRAG向量库★ 3k

Enterprise-grade landing zone for AI agent applications on Azure. Deploy the secure infrastructure, the agent app, or both — built on Microsoft Foundry and Microsoft Agent Framework, with Zero-Trust networking, observabi

📚 RAG 与知识库PythonAgent★ 1.2k

MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language querie

📚 RAG 与知识库LangChainRAG★ 447