Top RAG repositories on GitHub

Production-ready platform for agentic workflow development.

• ai
• gpt
• llm
• openai
• python
• rag

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

• ollama
• ollama-webui
• llm
• webui
• self-hosted
• llm-ui

The agent engineering platform.

• ai
• anthropic
• gemini
• langchain
• llm
• openai

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

• llms
• rag
• python
• agents

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

• ai
• ai-agents
• ai-memory
• anthropic
• artificial-intelligence
• claude

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

• ai
• ai-agents
• context-engine
• llm-apps
• rag
• retrieval-augmented-generation

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

• ocr
• chineseocr
• pdf2markdown
• pp-ocr
• pp-structure
• document-parsing

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

• deep-learning
• prompt-engineering
• openai
• chatgpt
• language-model
• generative-ai

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

• claude-code
• graphrag
• knowledge-graph
• codex
• openclaw
• skills

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

• rag
• localai
• vector-database
• llm
• ai-agents
• multimodal

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

• agent
• tutorial
• llm
• rag

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

• chatbot
• hugging-face
• llm
• llm-local
• llm-prompting
• llm-security

Universal memory layer for AI Agents

• ai
• chatgpt
• llm
• python
• chatbots
• rag

Build AI Agents, Visually

• artificial-intelligence
• chatgpt
• large-language-models
• low-code
• no-code
• javascript

LlamaIndex is the leading document agent and OCR platform

• agents
• application
• data
• fine-tuning
• framework
• llamaindex

AI 低代码平台「低代码 + 零代码」双驱动！低代码可一键生成前后端代码;零代码可 5 分钟搭建系统;AI Skills 一句话画流程、设计表单、生成整套系统。内置 AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领「AI 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，消除 Java 项目 80% 的重复工作，提效而不失灵活。

• antd
• activiti
• codegenerator
• springcloud
• springboot
• low-code

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

• anns
• nearest-neighbor-search
• faiss
• vector-search
• image-search
• hnsw

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

• agent
• ai
• anthropic
• compression
• context-engineering
• context-window

General-purpose AI designed for knowledge workers — creators, strategists, and operators — and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud).

• ai
• artificial-inteligence
• databases
• llms
• rag
• agents

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

• ai
• llm
• api
• chatbot
• chatgpt
• database

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

• chatglm
• langchain
• llm
• knowledge-base
• llama
• chatbot

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

• knowledge-graph
• large-language-models
• retrieval-augmented-generation
• genai
• graphrag
• llm

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

• agents
• ai
• llms
• machine-learning
• mcp
• rag

Vane is an AI-powered answering engine.

• ai-search-engine
• search-engine
• open-source-ai-search-engine
• perplexica
• artificial-intelligence
• machine-learning

Build resilient agents.

• agents
• ai
• ai-agents
• chatgpt
• deepagents
• enterprise