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#rag

Open source repositories tagged with #rag, ranked by health score.

haoyiyin
haoyiyin/basjoo
Python
94
health

Open-source AI customer support platform — RAG knowledge base, multi-provider LLM agents, embeddable chat widget. FastAPI + Next.js + R2R + pgvector.

99
elizaOS
elizaOS/eliza
TypeScript
92
health

Open source agentic operating system

18.4k
hhy-huang
hhy-huang/HiRAG
Python
90
health

[EMNLP'25 findings] This is the official repo for the paper, HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge.

544
opensolon
opensolon/solon-ai
Java
90
health

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.

390
doobidoo
doobidoo/mcp-memory-service
Python
90
health

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

1.9k
juyterman1000
juyterman1000/entroly
Python
90
health

Context engine that helps reduce hallucinations and cuts token costs by 70–95% for Claude, Cursor, Codex, GPT & custom providers.

396
promptfoo
promptfoo/promptfoo
TypeScript
89
health

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

21.5k
pipeshub-ai
pipeshub-ai/pipeshub-ai
Python
89
health

PipesHub is a fully extensible and explainable workplace AI platform for enterprise search and workflow automation

2.9k
langbot-app
langbot-app/LangBot
Python
89
health

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台. 提供 Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Satori e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, MiniMax, Ollama, SiliconFlow, Moonshot, GLM, openclaw / hermes agent

16.1k
cocoindex-io
cocoindex-io/cocoindex
Python
89
health

Incremental engine for long horizon agents 🌟 Star if you like it!

10.0k
gptme
gptme/gptme
Python
89
health

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!

4.3k
the-open-agent
the-open-agent/openagent
Go
89
health

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

4.9k
juanjuandog
juanjuandog/FinSight-AI
Java
89
health

AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports, evidence tracing, and RAG evaluation.

371
alibaba
alibaba/zvec
C++
89
health

A lightweight, lightning-fast, in-process vector database

9.7k
christopherkarani
christopherkarani/Wax
Swift
89
health

Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift

738
topoteretes
topoteretes/cognee
Python
89
health

Memory control plane for AI Agents in 6 lines of code

17.5k
vespa-engine
vespa-engine/vespa
Java
88
health

AI + Data, online. https://vespa.ai

6.9k
rudrankriyam
rudrankriyam/Foundation-Models-Framework-Example
Swift
88
health

Example apps for Foundation Models Framework in iOS 26 and macOS 26

1.0k
johnbean393
johnbean393/Sidekick
Swift
88
health

A native macOS app that allows users to chat with a local LLM that can respond with information from files, folders and websites on your Mac without installing any other software. Powered by llama.cpp.

3.2k
benmaster82
benmaster82/Kwipu
Python
83
health

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.

82