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AI dev and agent tools, decision-grade.

Benchmarks we run. Prices we verify daily. Field evidence we curate from postmortems, dev posts, and vendor retros ; terse, dated, honest.

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SectionRAG Frameworks31 tools
  1. GI

    agentic rag for dummies

    GiovanniPasq

    A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

  2. agentset

    agentset-ai

    The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

  3. airweave

    airweave-ai

    Open-source context retrieval layer for AI agents

  4. anything llm

    Mintplex-Labs

    The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.

  5. anythingllm docs

    Mintplex-Labs

    Documentation of AnythingLLM by Mintplex Labs Inc.

  6. arxiv-mcp-server

    blazickjp

    A Model Context Protocol server for searching and analyzing arXiv papers

  7. cocoindex

    cocoindex-io

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

  8. graphiti

    getzep

    Build Real-Time Knowledge Graphs for AI Agents

  9. graphrag

    microsoft

    A modular graph-based Retrieval-Augmented Generation (RAG) system

  10. haystack

    deepset-ai

    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.

  11. khoj

    khoj-ai

    Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.

  12. kotaemon

    Cinnamon

    An open-source RAG-based tool for chatting with your documents.

  13. Langchain-Chatchat

    chatchat-space

    Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

  14. ZJ

    LightMem

    zjunlp

    [ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation

  15. LightRAG

    HKUDS

    [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

  16. llama_index

    run-llama

    LlamaIndex is the leading document agent and OCR platform

  17. llm-app

    pathwaycom

    Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

  18. llmwiki

    lucasastorian

    Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

  19. mindsdb

    mindsdb

    AI Data Vault - A query engine for AI Agents to securely query data from any datasource

  20. onyx

    onyx-dot-app

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

  21. PageIndex

    VectifyAI

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

  22. PG

    rag from scratch

    pguso

    Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.

  23. RAG_Techniques

    NirDiamant

    This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

  24. ragflow

    infiniflow

    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

  25. semantica

    Hawksight-AI

    Semantica 🧠 — AI-native knowledge graph intelligence framework for semantic retrieval, ontology reasoning, context graphs, and explainable AI systems.

  26. smfs

    supermemoryai

    A filesystem designed for agents, with SOTA retrieval, automatic memory profiles, sync engine. Drop any file type (pdf, images, videos), and grep through them.

  27. stash

    alash3al

    Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.

  28. swarmvault

    swarmclawai

    The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code / Codex / OpenClaw memory.

  29. txtai

    neuml

    💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

  30. vanna

    vanna-ai

    🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.

  31. Wax

    christopherkarani

    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