All RAG Tools

8,766 tools ranked by quality score

Showing 1–100 of 8,766

#	Tool	Score	Tier	Category	Stars	Language
1	langchain-ai/langgraph Build resilient language agents as graphs.	99	Verified	langchain-langgraph-orchestration	26,286	Python
2	langchain-ai/langchain The agent engineering platform	98	Verified	langchain-langgraph-orchestration	129,354	Python
3	run-llama/llama_index LlamaIndex is the leading document agent and OCR platform	97	Verified	local-rag-frameworks	47,631	Python
4	PaddlePaddle/PaddleOCR Turn any PDF or image document into structured data for your AI. A powerful,...	95	Verified	file-content-extraction	72,167	Python
5	deepset-ai/haystack Open-source AI orchestration framework for building context-engineered,...	95	Verified	agentic-workflow-orchestration	24,487	MDX
6	kreuzberg-dev/kreuzberg A polyglot document intelligence framework with a Rust core. Extract text,...	92	Verified	file-content-extraction	6,689	Rust
7	comet-ml/opik Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic...	91	Verified	llm-observability-platforms	18,211	Python
8	MemoriLabs/Memori SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems	90	Verified	agent-memory-systems	12,351	Python
9	LearningCircuit/local-deep-research Local Deep Research achieves ~95% on SimpleQA benchmark (tested with...	89	Verified	academic-research-rag	4,142	Python
10	langbot-app/LangBot Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台. 提供...	87	Verified	local-ai-workstations	15,548	Python
11	khoj-ai/khoj Your AI second brain. Self-hostable. Get answers from the web or your docs....	86	Verified	personal-knowledge-management	33,375	Python
12	volcengine/OpenViking OpenViking is an open-source context database designed specifically for AI...	85	Verified	agent-memory-systems	7,606	Python
13	ibbybuilds/aegra Open source LangGraph Platform alternative - Self-hosted AI agent backend...	85	Verified	langgraph-agent-systems	687	Python
14	llmware-ai/llmware Unified framework for building enterprise RAG pipelines with small,...	84	Verified	llm-fine-tuning-optimization	14,864	Python
15	modelscope/evalscope A streamlined and customizable framework for efficient large model (LLM,...	83	Verified	rag-evaluation-benchmarking	2,501	Python
16	neo4j/neo4j-graphrag-python Neo4j GraphRAG for Python	83	Verified	graph-database-rag	1,074	Python
17	chonkie-inc/chonkie 🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast,...	83	Verified	document-chunking	3,829	Python
18	ax-llm/ax The pretty much "official" DSPy framework for Typescript	81	Verified	rag-curated-resources	2,465	TypeScript
19	deepsense-ai/ragbits Building blocks for rapid development of GenAI applications	78	Verified	agentic-rag-systems	1,627	Python
20	mindsdb/mindsdb Query Engine for AI Analytics: Build self-reasoning agents across all your live data	78	Verified	text-to-sql-rag	38,697	Python
21	dynamiq-ai/dynamiq Dynamiq is an orchestration framework for agentic AI and LLM applications	78	Verified	multi-agent-orchestration	1,035	Python
22	eosphoros-ai/DB-GPT AI Native Data App Development framework with AWEL(Agentic Workflow...	77	Verified	multi-agent-orchestration	18,253	Python
23	Future-House/paper-qa High accuracy RAG for answering questions from scientific documents with citations	77	Verified	pdf-rag-qa-systems	8,264	Python
24	microsoft/graphrag A modular graph-based Retrieval-Augmented Generation (RAG) system	76	Verified	graph-database-rag	31,429	Python
25	labring/FastGPT FastGPT is a knowledge-based platform built on the LLMs, offers a...	76	Verified	personal-assistant-rag	27,361	TypeScript
26	vanna-ai/vanna 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs...	76	Verified	text-to-sql-rag	22,954	Python
27	pipeshub-ai/pipeshub-ai PipesHub is a fully extensible and explainable workplace AI platform for...	74	Verified	langraph-production-agents	2,711	Python
28	ageerle/ruoyi-ai 面向企业级市场的一站式AI应用开发框架，支持多厂商大模型统一接入与管理，具备安全可控的企业知识库与高精度检索优化能力，提供可视化流程编排、自主决策智能体与...	74	Verified	spring-boot-rag-apps	4,898	Java
29	FalkorDB/GraphRAG-SDK Build fast and accurate GenAI apps with GraphRAG SDK at scale.	73	Verified	graph-database-rag	584	Python
30	gusye1234/nano-graphrag A simple, easy-to-hack GraphRAG implementation	73	Verified	graph-database-rag	3,721	Python
31	xerrors/Yuxi-Know 结合LightRAG 知识库的知识图谱智能体平台。 An agent platform that integrates a LightRAG...	73	Verified	langraph-production-agents	4,533	Python
32	gyorilab/indra INDRA (Integrated Network and Dynamical Reasoning Assembler) is an automated...	73	Verified	legal-document-processing	205	Python
33	HKUDS/LightRAG [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"	73	Verified	retrieval-ranking-fusion	29,302	Python
34	onyx-dot-app/onyx Open Source AI Platform - AI Chat with advanced features that works with every LLM	73	Verified	personal-knowledge-management	17,848	Python
35	xerrors/Yuxi 结合知识库管理的 Agent Harness 平台。 An agent harness that integrates a LightRAG...	73	Verified	langraph-production-agents	4,691	Python
36	open-webui/open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...)	73	Verified	local-ai-workstations	126,989	Python
37	The-Pocket/PocketFlow Pocket Flow: 100-line LLM framework. Let Agents build Agents!	72	Verified	workflow-automation-platforms	10,190	Python
38	infiniflow/ragflow RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine...	72	Verified	agentic-rag-systems	74,911	Python
39	mem0ai/mem0 Universal memory layer for AI Agents	72	Verified	agent-memory-systems	49,646	Python
40	memodb-io/memobase User Profile-Based Long-Term Memory for AI Chatbot Applications.	72	Verified	agent-memory-systems	2,599	Python
41	dataease/SQLBot 🔥 基于大模型和 RAG 的智能问数系统，对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.	71	Verified	text-to-sql-rag	5,672	JavaScript
42	WangRongsheng/awesome-LLM-resources 🧑‍🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1...	71	Verified	llm-learning-resources	7,703	—
43	agentset-ai/agentset The open-source RAG platform: built-in citations, deep research, 22+ file...	71	Verified	agentic-workflow-orchestration	1,913	TypeScript
44	ZhuLinsen/daily_stock_analysis LLM驱动的 A/H/美股智能分析器，多数据源行情 + 实时新闻 + Gemini 决策仪表盘 + 多渠道推送，零成本，纯白嫖，定时运行	71	Verified	financial-intelligence-rag	19,349	Python
45	Tencent/WeKnora LLM-powered framework for deep document understanding, semantic retrieval,...	71	Verified	research-paper-rag	13,362	Go
46	rllm-org/rllm Democratizing Reinforcement Learning for LLMs	71	Verified	reinforcement-learning-frameworks	5,219	Python
47	MODSetter/SurfSense Open source alternative to NotebookLM for teams. Join our Discord:...	70	Verified	personal-knowledge-management	13,234	Python
48	codexu/note-gen A cross-platform Markdown AI note-taking software.	70	Verified	personal-knowledge-management	11,062	TypeScript
49	beir-cellar/beir A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate...	70	Verified	retrieval-ranking-fusion	2,105	Python
50	HKUDS/DeepTutor "DeepTutor: AI-Powered Personalized Learning Assistant"	70	Verified	educational-learning-rag	10,682	Python
51	Arindam200/awesome-ai-apps A collection of projects showcasing RAG, agents, workflows, and other AI use cases	70	Verified	autonomous-agent-frameworks	9,223	Python
52	Marker-Inc-Korea/AutoRAG AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG)...	70	Verified	rag-techniques-frameworks	4,609	Python
53	dataelement/bisheng BISHENG is an open LLM devops platform for next generation Enterprise AI...	69	Established	multi-agent-orchestration	11,189	TypeScript
54	patchy631/ai-engineering-hub In-depth tutorials on LLMs, RAGs and real-world AI agent applications.	69	Established	ai-engineering-fundamentals	31,862	Jupyter Notebook
55	any4ai/AnyCrawl AnyCrawl 🚀: A Node.js/TypeScript crawler that turns websites into LLM-ready...	69	Established	web-to-markdown-rag	2,763	TypeScript
56	superlinear-ai/raglite 🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with...	69	Established	retrieval-ranking-fusion	1,146	Python
57	HKUDS/RAG-Anything "RAG-Anything: All-in-One RAG Framework"	69	Established	retrieval-ranking-fusion	14,187	Python
58	cactus-compute/cactus Low-latency AI engine for mobile devices & wearables	69	Established	local-ai-workstations	4,430	C
59	MemTensor/MemOS AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling...	69	Established	agent-memory-systems	6,790	Python
60	getzep/graphiti Build Real-Time Knowledge Graphs for AI Agents	69	Established	graph-database-rag	23,665	Python
61	crmne/ruby_llm One beautiful Ruby API for OpenAI, Anthropic, Gemini, Bedrock, Azure,...	69	Established	llm-orchestration-platforms	3,718	Ruby
62	Shubhamsaboo/awesome-llm-apps Collection of awesome LLM apps with AI Agents and RAG using OpenAI,...	68	Established	ai-engineering-fundamentals	101,875	Python
63	nageoffer/ragent RAG综合智能体 - 基于Spring Boot的智能文档处理与检索系统，集成向量数据库，拥有智能问答、知识库、会话记忆、深度思考等功能	68	Established	spring-boot-rag-apps	589	Java
64	DemonDamon/AgenticX AgenticX is a unified, production-ready multi-agent platform — Python SDK +...	68	Established	pipeline	100	Python
65	zjunlp/LightMem [ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation	68	Established	agent-memory-systems	677	Python
66	sansan0/TrendRadar ⭐AI-driven public opinion & trend monitor with multi-platform aggregation,...	67	Established	news-aggregation-mcp	48,648	Python
67	NVIDIA-AI-Blueprints/rag This NVIDIA RAG blueprint serves as a reference solution for a foundational...	67	Established	academic-research-rag	500	Python
68	vitali87/code-graph-rag The ultimate RAG for your monorepo. Query, understand, and edit...	67	Established	retrieval-augmented-generation	2,072	Python
69	yfedoseev/pdf_oxide The fastest PDF library for Python and Rust. Text extraction, image...	67	Established	file-content-extraction	421	Rust
70	Hawksight-AI/semantica Semantica 🧠 — A framework for building semantic layers, context graphs, and...	67	Established	graph-database-rag	836	Python
71	Canner/WrenAI ⚡️ GenBI (Generative BI) queries any database in natural language, generates...	66	Established	text-to-sql-rag	14,600	TypeScript
72	katanaml/sparrow Structured data extraction and instruction calling with ML, LLM and Vision LLM	66	Established	llm-learning-resources	5,129	Python
73	harumiWeb/exstruct Conversion from Excel to structured JSON (tables, shapes, charts) for...	66	Established	excel-automation-mcp	128	Python
74	luhengshiwo/LLMForEverybody 每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈	66	Established	llm-learning-resources	5,847	Jupyter Notebook
75	langroid/langroid Harness LLMs with Multi-Agent Programming	66	Established	ai-engineering-fundamentals	3,927	Python
76	LazyAGI/LazyLLM Easiest and laziest way for building multi-agent LLMs applications.	66	Established	llm-learning-resources	3,747	Python
77	ItzCrazyKns/Vane Vane is an AI-powered answering engine.	66	Established	self-hosted-rag-platforms	32,868	TypeScript
78	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	66	Established	ai-engineering-fundamentals	27,246	Python
79	ConardLi/easy-dataset A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval	66	Established	self-hosted-rag-platforms	13,613	JavaScript
80	thiswillbeyourgithub/wdoc Summarize and query from a lot of heterogeneous documents. Any LLM provider,...	66	Established	pdf-document-processing	510	Python
81	Bessouat40/RAGLight RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It...	66	Established	rag-quality-assurance	655	Python
82	potpie-ai/potpie Spec-driven development for large codebases	66	Established	multi-agent-orchestration	5,280	Python
83	Deodat-Lawson/PDR_AI_v2 AI-powered StartUp Accelerator Engine built with Next.js, LangChain,...	65	Established	fullstack-ai-monorepos	788	JavaScript
84	Deodat-Lawson/LaunchStack AI-powered StartUp Accelerator Engine built with Next.js, LangChain,...	65	Established	fullstack-ai-monorepos	788	JavaScript
85	stevereiner/flexible-graphrag Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10...	65	Established	retrieval-augmented-generation	110	Python
86	GiovanniPasq/agentic-rag-for-dummies A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented...	65	Established	agentic-rag-systems	2,743	Jupyter Notebook
87	onestardao/WFGY WFGY: open-source reasoning and debugging infrastructure for RAG and AI...	64	Established	hallucination-detection-rag	1,620	Jupyter Notebook
88	illuin-tech/vidore-benchmark Vision Document Retrieval (ViDoRe): Benchmark. Evaluation code for the ColPali paper.	64	Established	retrieval-ranking-fusion	265	Python
89	SylphAI-Inc/AdalFlow AdalFlow: The library to build & auto-optimize LLM applications.	64	Established	llm-learning-resources	4,068	Python
90	aws-samples/generative-ai-use-cases Application implementation with business use cases for safely utilizing...	64	Established	aws-bedrock-rag-implementations	1,296	TypeScript
91	curiousily/AI-Bootcamp Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama,...	64	Established	ai-engineering-fundamentals	830	Jupyter Notebook
92	raphaelmansuy/edgequake High-performance GraphRAG inspired from LightRag written in Rust	64	Established	high-performance-vector-search	1,539	Rust
93	EverMind-AI/EverMemOS Long-term memory for your 24/7 OpenClaw agents across LLMs and platforms.	64	Established	agent-memory-systems	2,570	Python
94	alvinreal/awesome-opensource-ai Curated list of the best truly open-source AI projects, models, tools, and...	63	Established	—	2,296	—
95	agentscope-ai/ReMe ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.	63	Established	agent-memory-systems	2,185	Python
96	Meirtz/Awesome-Context-Engineering 🔥 Comprehensive survey on Context Engineering: from prompt engineering to...	63	Established	context-packaging-systems	2,977	—
97	EverMind-AI/EverOS A memory OS that makes your OpenClaw agents more personal while saving tokens.	63	Established	—	3,561	Python
98	mongodb-developer/GenAI-Showcase GenAI Cookbook	63	Established	generative-ai-learning-projects	4,223	Jupyter Notebook
99	neo4j-labs/llm-graph-builder Neo4j graph construction from unstructured data using LLMs	63	Established	graph-database-rag	4,502	Jupyter Notebook
100	zhimaAi/chatwiki ChatWiki 微信公众号的AI知识库工作流Agent平台，RAG大模型AI客服机器人，致力于成为垂直领域的coze、n8n。	62	Established	fullstack-ai-assistants	1,805	Vue

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