Trending repositories: rag

46 of 46 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.

  172,163dataPythonMITautogenautogen-extensionlangchainmarkdown

• Shubhamsaboo/awesome-llm-apps

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

  AI summary: A curated collection of over 100 open-source AI agents, RAG applications, and LLM skills.

  131,271ai-mlPythonApache-2.0agentsllmspythonrag

• 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.

  116,911learningJupyter NotebookMITaiazurechatgptdall-e

• 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: Turns codebases, docs, and schemas into queryable knowledge graphs via local AST parsing.

  103,879developer-toolsPythonApache-2.0ai-agentsantigravityastclaude-code

• 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: An advanced code analysis and search tool utilizing knowledge graphs and LLMs.

  98,319developer-toolsPythonApache-2.0ai-agentsantigravityastclaude-code

• 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 long-term memory engine for Claude AI agents utilizing embeddings and ChromaDB.

  89,975ai-mlJavaScriptApache-2.0aiai-agentsai-memoryanthropic

• 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.

  77,081dataPythonOtherai4sciencedocument-analysisdocxextract-data

• 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 Chinese tutorial on designing and implementing intelligent agent systems from scratch.

  71,488learningPythonOtheragentllmragtutorial

• 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: An open-source platform for conducting and analyzing AI-driven user research interviews.

  65,316productivityPythonApache-2.0agentaianthropicclaude-code

• 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: The context compression layer for AI agents, reducing tokens for tool outputs, logs, and RAG chunks.

  62,966ai-mlPythonApache-2.0agentaianthropicclaude-code

• 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.

  46,045learningPythonMITagentsaiai-agentsai-engineering

• Hmbown/CodeWhale

  Open-source, community-driven agent harness

  AI summary: A local, privacy-first AI coding assistant that indexes your entire codebase for deep context awareness.

  40,521developer-toolsRustMITclideepseekllmrust

• ItzCrazyKns/Vane

  Vane is an AI-powered answering engine.

  AI summary: Privacy-focused AI answering engine combining web search with local and cloud LLMs.

  36,021ai-mlTypeScriptMITai-agentsai-search-engineanswering-engineartificial-intelligence

• ItzCrazyKns/Vane

  Vane is an AI-powered answering engine.

  AI summary: Open-source AI-powered search engine alternative focusing on direct answers and real-time web synthesis.

  35,896ai-mlTypeScriptMITai-agentsai-search-engineanswering-engineartificial-intelligence

• VectifyAI/PageIndex

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

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

  35,048ai-mlPythonMITagentic-aiagentsaiai-agents

• 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: An open-source, comprehensive book on building and understanding AI agents.

  33,975learningPythonApache-2.0agentagent-memoryai-agentbook

• HKUDS/DeepTutor

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

  AI summary: An AI-powered, lifelong personalized tutoring system with multi-agent architecture and robust knowledge retrieval.

  32,904learningPythonApache-2.0ai-agentsai-tutorclawdbotcli-tool

• 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 serving as an application layer for LLMs with advanced RAG and deep research capabilities.

  31,482productivityPythonOtheraiai-chatchatgptchatui

• topoteretes/cognee

  Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

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

  29,811dataPythonApache-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 state-of-the-art memory and context engine for AI applications.

  28,790ai-mlTypeScriptMITagent-memoryai-memorycloudflare-kvcloudflare-pages

• 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.

  28,620developer-toolsTypeScriptMITclilocal-firstsemantic-searchknowledge-management

• 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.

  28,188dataJavaApache-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.

  27,996learningJupyter 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: A set of principles and best practices for building robust, production-ready LLM-powered applications.

  25,108learningTypeScriptOther12-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 testing and red-teaming framework for evaluating prompts, RAG pipelines, and LLM applications.

  23,975developer-toolsTypeScriptMITcici-cdcicdevaluation

• 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.

  18,497developer-toolsPythonMITagentic-skillapiclaudeclaude-skills

• 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.

  18,140learningJavaScriptaiartificial-intelligencechatgptclaude

• 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.

  17,557ai-mlJupyter NotebookApache-2.0agentsgcpgeminigemini-api

• alibaba/zvec

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

  AI summary: High-performance C++ vector database optimized for local embedded similarity search.

  15,398dataC++Apache-2.0agent-skillsdbembeddedfaiss

• RyanCodrai/turbovec

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

  AI summary: Rust vector index with Python bindings based on TurboQuant for extreme RAM compression.

  14,655dataRustMITannavx512embeddingembeddings

• langchain-ai/openwiki

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

  AI summary: A CLI tool that synthesizes local knowledge sources and codebases into an agent-readable wiki.

  14,412developer-toolsTypeScriptMITagent-memoryknowledge-baseclidocumentation-generator

• 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.

  13,343learningPythonMITagentsaihacktoberfestllm

• zilliztech/claude-context

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

  AI summary: MCP implementation for Claude Code that enables codebase-wide context and persistent memory.

  12,282ai-mlTypeScriptMITagentagentic-ragai-codingclaude-code

• run-llama/liteparse

  A fast, helpful, and open-source document parser

  AI summary: A fast, lightweight, and open-source Rust tool for high-quality spatial PDF parsing.

  11,931dataRustApache-2.0document-ocrdocument-processingocrocr-recognition

• 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 portable, local-first memory layer that enables AI agents to retain long-term context across apps.

  11,848ai-mlPythonApache-2.0agent-memoryagentic-aiaichats

• StarTrail-org/PixelRAG

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

  AI summary: Visual retrieval pipeline that renders documents as images to preserve layout for vision-language models.

  9,300ai-mlPythonApache-2.0agentaimemorymultimodal

• xberg-io/xberg

  A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured data from 101 formats (115 file extensions) plus code intelligence for 371 code languages. 15 language bindings — Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, TypeScript — plus CLI, REST API, and MCP server.

  AI summary: High-performance polyglot document extraction framework built in Rust.

  8,910dataRustMITbuncsharpdocument-intelligenceelixir

• xberg-io/xberg

  A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 98+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.

  AI summary: A unified document intelligence engine for extracting structured data from 98 file formats.

  8,712dataRustMITbuncsharpdocument-intelligenceelixir

• OpenBMB/UltraRAG

  A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

  AI summary: A highly-optimized toolkit for building retrieval-augmented generation systems.

  5,689ai-mlPythonApache-2.0deepseekdemoeasyembedding

• langflow-ai/openrag

  OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.

  AI summary: An intelligent, agent-powered document search and RAG platform.

  4,405ai-mlPythonApache-2.0ragllmsearchlangflow