RAG / 向量检索排行

End-to-End Local-First Text-to-SQL Pipelines

[CVPR 2025] EgoLife: Towards Egocentric Life Assistant

[EMNLP 2025] Awesome RAG Reasoning Resources

Semantic code searcher and codebase utility

LightningRAG is a full-stack Vue + Gin starter with a decoupled frontend and backend, plus built-in, extensible RAG (retrieval-augmented generation): knowledge bases, vector search, and integrations with many LLM and vector-store providers

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.

Official Python SDK for the Pinecone vector database

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 queries. Supports ChromaDB and Faiss for context-aware responses.

A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, LangGraph, MCP, and agentic RL.｜从零开始学 AI Agent 开发 | 系统、全面、实战导向的 Agent 开发教程 | 每日自动追踪 arXiv 最新论文 | Learn AI Agent Development from Scratch

AI Powered Search and Chat for Orgs - Think ChatGPT meets Google Search but powered by your data.

Your First LLM-Wiki Conversation Knowledge Base

Practical system design, tools, and hands-on resources for building Gen-AI agents & agentic AI systems.

RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

AI Agent 教学仓库 | 系统化 LangChain、RAG、LangGraph、MCP 全栈实战代码 | 万字博客详解 | 开源可运行示例 | 从零构建智能体

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

A curated list of retrieval-augmented generation (RAG) in large language models

Agentic RAG R1 Framework via Reinforcement Learning

中文优先的企业 RAG 知识库：可控解析、治理、切块、混合检索、重排、引用、图谱、评测与 Dify 接入。

Chat2Graph: Graph Native Agentic System.