relari-ai
★ 517continuous-eval
Data-Driven Evaluation for LLM-Powered Applications
AI channelRAG 
Open-source RAG frameworks
Retrieval-augmented generation (RAG) makes a language model answer from your own documents. The text is split into chunks, turned into vectors and stored in an index, and the most relevant chunks are added to the prompt when a question comes in. The projects here cover the whole pipeline or one part of it: document parsing, vector search, or a complete question-answering app.
How to choose
Answer quality in RAG depends mostly on retrieval, not on the model. Compare how each project handles difficult documents such as PDFs, tables and scans, whether it supports hybrid search that combines keywords with vectors and re-ranking, and whether it shows which sources an answer came from.
Most-starred projects
505–528 of 642supabase-community
★ 516chatgpt-your-files
Production-ready MVP for securely chatting with your documents using pgvector
apocas
★ 514restai
RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generation with dynamic loading generators. Live chat deployment. Built-in block based graphical language. Prompt versioning and much more...
buynao
★ 512aipath
Interactive AI General Education Course — 30 Lessons, Zero Math
Undertone0809
★ 511promptulate
🚀Lightweight Large language model automation and Autonomous Language Agents development framework. Build your LLM Agent Application in a pythonic way!
Ikalus1988
★ 510MisakaNet
📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. |
askimo-ai
★ 508askimo
AI Client for chat, RAG, Skills, MCP tools, and agents. Support multiple LLMs (Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM, Gemini, OpenRouter)
Azure-Samples
★ 506rag-postgres-openai-python
A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.
addyosmani
★ 505agent-engineer
Agent Engineer - a practical course for software engineers
Callous-0923
★ 502agent-study
36章AI Agent全栈课程：从ReAct循环到Claude Code逆向、MCP/A2A协议、RAG、DSPy、生产可观测性——全部为可运行Python文件，面试导向。
intelligencedev
★ 501manifold
Manifold is an experimental platform for enabling long horizon workflow automation using teams of AI assistants.
Bytedesk
★ 500bytedesk
Open Souce IM with AI powered live-chat, email, ticket support, omni-channel customer service，alternative to slack + zendesk/intercom/hubspot/ada/decagon/sierra
ZeroTang05
★ 499cyber-doctor
赛博医生项目——”赛博华佗“，基于多模态大模型的多功能智能体，一键搭建本地多模态大模型。接入医疗健康相关的知识图谱和知识库后可以进行疾病初诊，病历分析，专业知识问答等功能，成为你的私人医生。赛博华佗项目能帮助实现医疗资源的跨地域传播，让更多人借助大模型改善健康水平。"Cyber Huatuo" - Easy to build a personal doctor agent based on LLM and Knowledge Graph/Knowledge Database.
Annyfee
★ 497agent-craft
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
redis-developer
★ 493redis-ai-resources
✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.
eidolon-ai
★ 492eidolon
The first AI Agent Server, Eidolon is a pluggable Agent SDK and enterprise ready, deployment server for Agentic applications
TeleAI-UAGI
★ 492telemem
TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.
benchen4395
★ 486alpha_agentic_search
Alpha Agentic Search — 分层记忆 RAG 检索问答系统
aws-samples
★ 485bedrock-engineer
Universal AI Agent using Amazon Bedrock, capable of customize to create/edit files, execute commands, search the web, use knowledge base, use multi-agents, generative images and more.
TilmanGriesel
★ 485chipper
✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)
baby-llm
★ 484baby-agent
AI agent tutorials for backend developers without AI background. 适合后端工程师的零基础 AI Agent 教程
supermemoryai
★ 483smfs
A filesystem designed for agents, with SOTA retrieval, automatic memory profiles, sync engine. Drop any file type (pdf, images, videos), and grep through them.
radareorg
★ 480r2ai
LLM-based reversing for radare2
taylorsatula
★ 479mira-OSS
This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure when dropped into tools/ folder, and the system prompt composes from modular trinkets. I would like to think I've made an elegant brain-in-box. You load it and send cURL requests - it talks back, learns, and uses tools. Contributions welcome.