rag repositories

Discover trending repositories tagged rag, ranked by recent growth and activity.

  1. 1. langgenius/dify

    Production-ready platform for agentic workflow development.

    GitHub repository with 143,921 stars and 22,648 forks.

    Trending score: 4.60; stars gained: +322; forks gained: +54.

    Language: TypeScript

    Topics: agent, agentic-ai, agentic-framework, agentic-workflow, ai, automation

  2. 2. langchain-ai/langchain

    The agent engineering platform.

    GitHub repository with 138,521 stars and 22,951 forks.

    Trending score: 4.53; stars gained: +171; forks gained: +31.

    Language: Python

    Topics: ai, anthropic, gemini, langchain, llm, openai

  3. 3. 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?

    GitHub repository with 22,915 stars and 1,748 forks.

    Trending score: 3.09; stars gained: +36; forks gained: +3.

    Language: TypeScript

    Topics: agents, ai, context-window, framework, llms, memory

  4. 4. StarTrail-org/PixelRAG

    The end of web parsing. The beginning of scalable pixel-native search.

    GitHub repository with 42 stars and 1 forks.

    Trending score: 0.70; stars gained: +0; forks gained: +0.

    Language: Python

    Topics: agent, ai, memory, multimodal, rag, search

  5. 5. onyx-dot-app/onyx

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

    GitHub repository with 30,020 stars and 4,086 forks.

    Trending score: 2.49; stars gained: +18; forks gained: +6.

    Language: Python

    Topics: enterprise-search, rag, ai-chat, chatgpt, gen-ai, nextjs

  6. 6. vasu-devs/JustHireMe

    Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.

    GitHub repository with 1,936 stars and 317 forks.

    Trending score: 0.31; stars gained: +1; forks gained: +0.

    Language: Python

    Topics: agents, ai, hireme, hiring, job, jobs

  7. 7. cocoindex-io/cocoindex

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

    GitHub repository with 10,180 stars and 799 forks.

    Trending score: 2.57; stars gained: +20; forks gained: +3.

    Language: Rust

    Topics: ai, change-data-capture, data-indexing, etl, indexing, python

  8. 8. deepset-ai/haystack

    Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

    GitHub repository with 25,460 stars and 2,829 forks.

    Trending score: 2.66; stars gained: +20; forks gained: +5.

    Language: MDX

    Topics: nlp, question-answering, pytorch, semantic-search, information-retrieval, summarization

  9. 9. MarcoPorcellato/matryca-plumber

    local-first background AI daemon for Logseq OG. Turns your notes into an agentic workspace with autonomous indexing, zero data leaks, and an optional MCP server. Inspired by Andrej Karpathy's LLM-Wiki.

    GitHub repository with 44 stars and 4 forks.

    Trending score: 0.62; stars gained: +0; forks gained: +0.

    Language: Python

    Topics: agentic-memory, ai-agents, andrej-karpathy, autonomous-agents, knowledge-graph, llm

  10. 10. cortexkit/aft

    Give your agent a proper IDE and OS. The sensorimotor cortex for coding agents (OpenCode + Pi), part of CortexKit: symbol-aware edits, semantic search, code health, fast grep/glob, bash compression, background tasks, PTY.

    GitHub repository with 128 stars and 13 forks.

    Trending score: 0.47; stars gained: +1; forks gained: +0.

    Language: Rust

    Topics: agent-framework, ai, ai-agents, ai-agents-framework, opencode, pi

  11. 11. gptme/gptme

    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!

    GitHub repository with 4,316 stars and 389 forks.

    Trending score: 0.85; stars gained: +3; forks gained: +0.

    Language: Python

    Topics: agent, agents, ai-agents, ai-assistant, anthropic, chatbot

  12. 12. charlieviettq/awesome-agent-skill

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

    GitHub repository with 15 stars and 5 forks.

    Trending score: 0.23; stars gained: +0; forks gained: +0.

    Language: Python

    Topics: agent-skills, ai-agents, automation, awesome-list, claude-code, claude-skills

  13. 13. hwdsl2/docker-ai-stack

    Deploy a complete, self-hosted AI stack on your own server with one command. Includes Ollama (LLM), AnythingLLM (chat UI), LiteLLM (AI gateway), Whisper (STT), Kokoro (TTS), Embeddings (RAG), and MCP Gateway. Most services run locally; LiteLLM optionally routes to external providers. Multi-arch: amd64, arm64. NVIDIA GPU (CUDA) acceleration.

    GitHub repository with 62 stars and 11 forks.

    Trending score: 1.54; stars gained: +6; forks gained: +1.

    Language: Shell

    Topics: ai, ai-stack, arm64, docker, docker-compose, docker-image

  14. 14. neomjs/neo

    Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.

    GitHub repository with 3,199 stars and 211 forks.

    Trending score: 0.76; stars gained: +5; forks gained: +2.

    Language: JavaScript

    Topics: agent-memory, ai, ai-agent, ai-memory, context-engineering, frontend

  15. 15. e-kotov/rdocdump

    rdocdump: Dump ‘R’ Package Source, Documentation, and Vignettes into One File

    GitHub repository with 19 stars and 0 forks.

    Trending score: 0.00.

    Language: R

    Topics: llm, r-package, rag, text

  16. 16. RaguTeam/RAGU

    Codebase for the implementaion of graph-rag system

    GitHub repository with 35 stars and 12 forks.

    Trending score: 0.78; stars gained: +4; forks gained: +0.

    Language: Python

    Topics: graph, knowledge-graph, llm, rag, nlp

  17. 17. tobocop2/lilbee

    Run local AI models, search your files and code, and crawl the web, all in one program. Cited answers, local-first, with an MCP server for your coding agent. TUI, CLI, REST API, and Python library.

    GitHub repository with 20 stars and 3 forks.

    Trending score: 0.17; stars gained: +0; forks gained: +0.

    Language: Python

    Topics: local-llm, rag, semantic-search, tui, mcp, embeddings

  18. 18. daniel3303/AgentQL

    Reusable .NET library that translates EF Core models into LLM-friendly schema descriptions and provides safe SQL query execution for AI agents.

    GitHub repository with 27 stars and 1 forks.

    Trending score: 0.03; stars gained: +0; forks gained: +0.

    Language: C#

    Topics: agentic, ai, ai-agents, ai-tools, anthropic, dotnet

  19. 19. elizaOS/eliza

    Open source agentic operating system

    GitHub repository with 18,512 stars and 5,554 forks.

    Trending score: 1.04; stars gained: +11; forks gained: +2.

    Language: TypeScript

    Topics: agent, agentic, ai, autonomous, chatbot, crypto

  20. 20. lowwkezer/shannon

    🛡️ Automate web app pentesting with AI to find real exploits before attackers do, enhancing your app’s security proactively.

    GitHub repository with 15 stars and 4 forks.

    Trending score: 0.05; stars gained: +0; forks gained: +0.

    Language: TypeScript

    Topics: agent, ai, ai-agent, claude-code, embedding-vectors, encoding

  21. 21. vishnu0120754/ReNovel-AI

    ✍️ Revise and enhance novels with ReNovel-AI, your smart tool for story reimagining and memory-driven writing assistance.

    GitHub repository with 12 stars and 0 forks.

    Trending score: 0.17; stars gained: +0; forks gained: +0.

    Language: Python

    Topics: ai, ai-agents, ai-writing, airflow, chromadb, creative-writing

  22. 22. vespa-engine/vespa

    The AI search platform

    GitHub repository with 6,946 stars and 717 forks.

    Trending score: 1.18; stars gained: +8; forks gained: +0.

    Language: Java

    Topics: vespa, search-engine, big-data, ai, serving-recommendation, machine-learning

  23. 23. kreuzberg-dev/kreuzberg

    A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ 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.

    GitHub repository with 8,442 stars and 497 forks.

    Trending score: 1.04; stars gained: +11; forks gained: +0.

    Language: Rust

    Topics: bun, csharp, document-intelligence, elixir, ffi, golang

  24. 24. Peuqui/AIfred-Intelligence

    🤵 AIfred-Intelligence — self-hosted Multi-Agent Assistant with Debate Modes (Symposion/Tribunal), Voice (STT + Streaming-TTS), RAG with Long-Term Memory, Web Research and Tool-Calling. Reachable via Web-UI or Telegram/Discord/Email/EPIM. Multi-Backend: llama-swap, Ollama, vLLM, TabbyAPI.

    GitHub repository with 32 stars and 2 forks.

    Trending score: 0.00.

    Language: Python

    Topics: ai, ai-assistant, chain-of-thought, chatbot, chromadb, llm