Trending repositories: rag

48 of 48 repositories

• microsoft/markitdown

  Python tool for converting files and office documents to Markdown.

  AI summary: A lightweight Python utility for converting various file formats into clean Markdown.

  188,396dataPythonMITautogenautogen-extensionlangchainmarkdown

• Shubhamsaboo/awesome-llm-apps

  100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

  AI summary: A curated collection of practical, ready-to-run AI agents, multi-agent teams, and installable skills.

  140,710ai-mlPythonApache-2.0agentsllmspythonrag

• Graphify-Labs/graphify

  Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

  AI summary: A deterministic local knowledge graph parser for AI assistants that maps codebases, schemas, and PDFs without vector stores.

  123,741ai-mlPythonApache-2.0ai-agentsantigravityastclaude-code

• microsoft/generative-ai-for-beginners

  21 Lessons, Get Started Building with Generative AI

  AI summary: A comprehensive 21-lesson course teaching the fundamentals of building Generative AI applications.

  120,998learningJupyter NotebookMITaiazurechatgptdall-e

• thedotmack/claude-mem

  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 summary: A persistent memory compression system that captures and injects project context into Claude AI sessions.

  96,035ai-mlTypeScriptApache-2.0aiai-agentsai-memoryanthropic

• infiniflow/ragflow

  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 summary: An open-source RAG engine for enterprise that provides deep document understanding and verifiable AI responses.

  91,678ai-mlGoApache-2.0agent-harnessagentic-aiagentic-nagiveagentic-retrieval

• datawhalechina/hello-agents

  📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

  AI summary: A comprehensive, open-source tutorial project for understanding and building AI agents from scratch.

  81,668learningPythonOtheragentllmragtutorial

• opendatalab/MinerU

  Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.

  AI summary: High-accuracy parsing engine that converts complex documents into LLM-ready Markdown and JSON.

  81,001dataPythonOtherai4sciencedocument-analysisdocxextract-data

• headroomlabs-ai/headroom

  Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

  AI summary: A context compression layer that significantly reduces token usage for AI agents while preserving accuracy.

  74,282ai-mlPythonApache-2.0agentaianthropicclaude-code

• docling-project/docling

  Get your documents ready for gen AI

  AI summary: A document processing tool that parses diverse formats like PDFs into machine-readable data for generative AI.

  68,375dataPythonMITaiconvertdocument-parserdocument-parsing

• rohitg00/ai-engineering-from-scratch

  Learn it. Build it. Ship it for others.

  AI summary: A comprehensive, code-first curriculum to master AI engineering and build production-ready LLM applications.

  62,760learningPythonMITagentsaiai-agentsai-engineering

• bojieli/ai-agent-book

  《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

  AI summary: A comprehensive open-source book covering the theory, architecture, and practical implementation of AI agents.

  52,012learningPythonApache-2.0agentagent-memoryai-agentbook

• HKUDS/DeepTutor

  DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

  AI summary: An open-source, multi-agent AI tutoring platform with advanced RAG and personalized learning paths.

  40,747learningPythonApache-2.0ai-agentsai-tutorclawbotcli-tool

• VectifyAI/PageIndex

  📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

  AI summary: A document index designed specifically for vectorless, reasoning-based Retrieval-Augmented Generation.

  38,607ai-mlPythonMITagentic-aiagentsaiai-agents

• ItzCrazyKns/Vane

  Vane is an AI-powered answering engine.

  AI summary: A privacy-focused, self-hosted AI answering engine supporting local LLMs and major cloud providers with cited sources.

  36,992ai-mlTypeScriptMITai-agentsai-search-engineanswering-engineartificial-intelligence

• onyx-dot-app/onyx

  Open Source AI Platform - AI Chat with advanced features that works with every LLM

  AI summary: An open-source AI platform providing an advanced, feature-rich interface and application layer for self-hosted LLMs.

  32,315ai-mlPythonOtheraiai-chatchatgptchatui

• Tencent/WeKnora

  Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

  AI summary: A comprehensive dialog framework and skill system integrated with the WeChat Dialog Open Platform.

  32,001ai-mlGoOtheragentagenticaichatbot

• topoteretes/cognee

  Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

  AI summary: An open-source AI memory platform that provides persistent long-term memory and knowledge graphs for agents.

  31,326dataPythonApache-2.0agent-memoryagent-skillsaiai-agents

• supermemoryai/supermemory

  Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.

  AI summary: A scalable, local-first memory and context engine designed to serve as a personal or company brain for AI applications.

  31,067dataTypeScriptMITagent-memoryai-memorycloudflare-kvcloudflare-pages

• garrytan/gbrain

  Garry's Opinionated OpenClaw/Hermes Agent Brain

  AI summary: A highly customized local knowledge brain daemon for executing the OpenClaw and Hermes AI agents.

  30,492productivityTypeScriptMITknowledge-graphai-agentslocal-llmrag

• tobi/qmd

  mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local

  AI summary: A local-first, minimal CLI search engine for querying documentation and personal knowledge bases.

  30,168developer-toolsTypeScriptMITclilocal-firstsemantic-searchknowledge-management

• Anil-matcha/Open-Generative-AI

  Unrestricted Open-source alternative to AI video platforms — Free AI image & video generation studio with 600+ models (Flux, Midjourney, Kling, Sora, Veo). No content filters. Self-hosted, MIT licensed.

  AI summary: An open-source hub for generative AI resources, models, and practical implementations.

  29,577ai-mlJavaScriptMITai-art-generatorai-image-generationai-video-generationcreative-tools

• opendataloader-project/opendataloader-pdf

  PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.

  AI summary: A high-accuracy PDF parser that extracts AI-ready Markdown, JSON, and HTML using deterministic and hybrid approaches.

  29,452dataJavaApache-2.0a11yaccessibilityaibounding-box

• HandsOnLLM/Hands-On-Large-Language-Models

  Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

  AI summary: The official companion repository for the O'Reilly book 'Hands-On Large Language Models', featuring practical code examples.

  29,432learningJupyter NotebookApache-2.0artificial-intelligencebooklarge-language-modelsllm

• humanlayer/12-factor-agents

  What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

  AI summary: Principles for building production-ready, reliable LLM-powered software and AI agents.

  26,530architectureTypeScriptOther12-factor12-factor-agentsagentsai

• promptfoo/promptfoo

  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.

  AI summary: A developer-centric CLI and library for evaluating LLM output quality, catching regressions, and optimizing prompts.

  25,662developer-toolsTypeScriptMITcici-cdcicdevaluation

• liyupi/ai-guide

  程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站

  AI summary: A comprehensive, free AI knowledge base focusing on practical tools, deep learning concepts, and LLM application development.

  20,639learningJavaScriptOtheraiai-agentartificial-intelligencechatgpt

• teng-lin/notebooklm-py

  Unofficial Python API and agentic skill for Google Gemini Notebook. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.

  AI summary: An unofficial Python SDK and agentic skill granting full programmatic access to Google NotebookLM.

  19,587developer-toolsPythonMITagentic-skillclaude-skillsgemini-notebookgemini-notebook-api

• GoogleCloudPlatform/generative-ai

  Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

  AI summary: A comprehensive collection of sample code, notebooks, and tutorials for building generative AI applications on Google Cloud.

  17,780ai-mlJupyter NotebookApache-2.0agentsgcpgeminigemini-api

• RyanCodrai/turbovec

  A vector index built on TurboQuant, written in Rust with Python bindings

  AI summary: A memory-efficient Rust vector index with Python bindings, built on Google's TurboQuant algorithm.

  17,277dataRustMITannavx512embeddingembeddings

• langchain-ai/openwiki

  OpenWiki is a CLI that writes and maintains agent documentation for your codebase.

  AI summary: A self-maintaining CLI that synthesizes codebases and local data into a structured, agent-readable Markdown wiki.

  16,926developer-toolsTypeScriptMITagent-memorydocumentationknowledge-graphcli

• alibaba/zvec

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

  AI summary: An open-source, in-process vector database by Alibaba built for lightweight, low-latency similarity search.

  16,063dataC++Apache-2.0agent-skillsdbembeddedfaiss

• Arindam200/awesome-ai-apps

  A collection of projects showcasing RAG, agents, workflows, and other AI use cases

  AI summary: A curated showcase of practical applications utilizing RAG, agents, and complex AI workflows.

  16,053learningPythonMITagentsaihacktoberfestllm

• EverMind-AI/EverOS

  One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

  AI summary: A local-first, Markdown-native memory runtime that provides persistent context for AI agents across different applications.

  13,335ai-mlPythonApache-2.0agent-memoryagentic-aiaichats

• run-llama/liteparse

  A fast, helpful, and open-source document parser

  AI summary: A lightweight parser for extracting and structuring text from complex document formats.

  12,769dataRustApache-2.0document-ocrdocument-processingocrocr-recognition

• ConardLi/garden-skills

  ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.

  AI summary: A curated collection of production-ready Agent Skills to enhance AI coding agents like Claude Code and Cursor.

  12,720developer-toolsCSSMITagentclaudegpt-image-2rag

• zilliztech/claude-context

  Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

  AI summary: An MCP implementation that gives Claude Code semantic search capabilities across your entire codebase.

  12,587developer-toolsTypeScriptMITagentagentic-ragai-codingclaude-code

• StarTrail-org/PixelRAG

  https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

  AI summary: A scalable visual retrieval-augmented generation framework using web screenshots instead of parsed text.

  10,145ai-mlPythonApache-2.0agentaimemorymultimodal

• jamwithai/production-agentic-rag-course

  AI summary: Educational project focused on building production-ready agentic RAG systems.

  9,475learningPythonMITragcoursefastapiopensearch

• xberg-io/xberg

  Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.

  AI summary: A high-performance document intelligence framework for extracting structured data from over 98 file formats.

  9,366dataRustMITbuncsharpdocument-intelligenceelixir