flexible-graphrag
Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco, Nuxeo DBs. 14 data sources (10 aut...
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Best RAG Tools
RAG (retrieval-augmented generation) connects your documents and data to LLMs. Browse frameworks and platforms below, then compare top picks for stack fit.
Top tools
450 tools · sorted by quality
ts-odd
An SDK for building apps with decentralized identity and storage.
chunky
Open-source toolkit for reliable RAG pipelines: convert PDFs to Markdown, clean documents, inspect chunks, compare chunking strategies, and...
Starcat
A native macOS app that turns GitHub Stars into a searchable, organized, AI-powered personal knowledge base.
nanzi-ai-agent-platform
🚀 开源企业级多智能体平台与 ChatBI 数据洞察平台。支持多 Agent 协作、RAG 知识增强、物理数据源直连与安全沙箱执行、Redis 长期记忆引擎，并集成多...
rapidfireai
RapidFire AI: Rapid AI Customization from RAG to Fine-Tuning
llm-wiki-newsroom
Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked mark...
OpenYoink
A free, open-source macOS drag-and-drop shelf and Dynamic Island for files, images, text and links. Built with SwiftUI + AppKit.
LiveRecall
Welcome to **LiveRecall**, the open-source alternative to Microsoft's Recall. LiveRecall captures snapshots of your screen and allows you to...
ultimate_mcp_server
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processin...
echoes-vault-opencode
Persistent memory plugin for OpenCode. Obsidian-style knowledge base that survives across sessions
rag-interview-system
A complete collection of RAG interview questions, answers (1297 questions & 52 RAG types), system design scenarios, architecture patterns, a...
mnemo-cortex
Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts,...
arbor
Graph-native code intelligence that replaces embedding-based RAG with deterministic program understanding.
docmind-ai-llm
DocMind AI is a powerful, open-source Streamlit application leveraging LlamaIndex, LangGraph, and local Large Language Models (LLMs) via Oll...
self-hosted-ai-stack
Deploy a complete self-hosted AI stack with Docker Compose: Ollama, LiteLLM, AnythingLLM, Whisper, WhisperLive, Kokoro, Embeddings, Docling...
azure-openai-rag-workshop
Create your own ChatGPT with Retrieval-Augmented-Generation workshop
knowledge-base-content
Open-source knowledge base covering topics about developer experience.
holdem
Holdem is a lightweight, open-source tool for effortlessly dragging and organizing files on your desktop. Inspired by Dropover and built wit...
pragma
Build portable agent teams across models and harnesses, with shared memory, skills, tools, and workflows — then bring them into Codex, Claud...
spring-ai-playground
Safe local execution layer for AI agent tools. Build and test-run MCP tools (no pass, no run), serve them from a built-in MCP server, and us...
pdf-mcp
MCP server that lets Claude Code and other AI agents read and search large PDFs, one file or a whole folder: agentic RAG with hybrid semanti...
neurolink
The pipe layer of an AI nervous system — one interface connecting provider neurons to your application, across three inference types: genera...
vellium
Local-first desktop AI workbench for roleplay, multi-character chat, long-form writing, RAG, MCP tools, plugins, and local models.
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