Trending RAG Tools

Tools with the biggest quality score improvements over the last 16 days.

#	Tool	Change	Score	Tier	Category	Stars
1	anyparser/anyparser_core Anyparser Python SDK for RAG/ETL Pipelines - File Content Extraction....	+18	42	Emerging	file-content-extraction	2
2	synaptiai/siare Self-Improving Agentic RAG Engine - Evolve multi-agent RAG pipelines using...	+17	33	Emerging	agentic-rag-systems	1
3	NirDiamant/RAG_Techniques This repository showcases various advanced techniques for...	+17	67	Established	rag-framework-toolkits	25,887
4	Mikebrown0409/reason-state Agent memory you can trust: governed context selection, drift control via...	+17	33	Emerging	context-packaging-systems	1
5	orka-ai/orkajs TypeScript framework for building production-ready LLM systems. RAG, agents,...	+17	40	Emerging	multi-agent-orchestration	1
6	anyparser/anyparser_crewai Supercharge your AI workflows by combining Anyparser’s advanced content...	+16	27	Experimental	file-content-extraction	2
7	krauhen/fRAGme This is a dockerized RAG FastAPI service with vector store handling.	+16	27	Experimental	fastapi-rag-backends	2
8	izikeros/rankflow Library for plotting multiple ranks evolved over processing steps - draw a...	+16	37	Emerging	retrieval-ranking-fusion	2
9	Jpickard1/BRAD-Enrichment Chain of Thought Gene Enrichment Report Generation	+16	19	Experimental	agentic-rag-systems	2
10	knowusuboaky/RAGFlowChain A comprehensive toolkit for building Retrieval-Augmented Generation (RAG)...	+16	28	Experimental	local-rag-frameworks	1
11	julianVelandia/SimpleRAGHuggingFace Designed to implement retrieval-augmented generation systems. It uses...	+16	19	Experimental	rag-framework-toolkits	2
12	DharmikGohil/Sentient-SDK The Sentient-SDK is a fantastic choice because it bridges the gap between...	+16	25	Experimental	codebase-chat-rag	2
13	JakePIXL/Fluxative CLI tool to generate LLM context files from Git repositories.	+16	29	Experimental	context-packaging-systems	2
14	dhaniverse/contrag ContRAG is a powerful library for building Retrieval-Augmented Generation...	+15	24	Experimental	graph-database-rag	2
15	KimSeogyu/undocx Extract clean, structured Markdown from DOCX for LLM and RAG contexts.	+15	38	Emerging	web-to-markdown-rag	2
16	vezlo/assistant-chat Production-ready AI chat widget library and admin dashboard for SaaS...	+15	36	Emerging	production-rag-systems	2
17	authzed/langchain-spicedb Authorization library for RAG (Retrieval-Augmented Generation) pipelines...	+14	34	Emerging	agentic-rag-systems	1
18	itwaasyou/create-rag-app Scaffold a full RAG app (Next.js + LangChain + Chroma) with one command.	+14	34	Emerging	production-rag-systems	1
19	AnubhavChoudhery/cybersec-scanner A comprehensive, modular security scanning toolkit for detecting secrets,...	+13	42	Emerging	cybersecurity-soc-rag	2
20	MakerCorn/nbedr Embedding Toolkit for RAG Applications	+13	25	Experimental	hybrid-retrieval-optimization	1
21	BDHU/thinkagain A minimal RAG/agent orchestration framework	+13	34	Emerging	agentic-rag-systems	2
22	inference-stack-llc/electripy-studio Production-grade Python toolkit for AI product engineering — LLM gateway,...	+12	34	Emerging	ai-engineering-fundamentals	1
23	npow/context-bench Benchmark any system that transforms LLM context: compressors, RAG...	+12	34	Emerging	context-packaging-systems	—
24	Raptor-Data/ts-sdk Typescript SDK for access to Raptor Data API.	+12	28	Experimental	typescript-sdk-clients	1
25	christopherkormpos/ragret Lightweight evaluation framework for Retrieval Augmented Generation systems,...	+11	28	Experimental	rag-evaluation-frameworks	3
26	BidingCC/BuildingAI AI时代的WordPress，东半球首个积木式AI应用搭建系统，人人都可免费搭建自己的AI应用系统，例如企业智能体系统、AI漫剧系统、AI论文学术系统、AI客服系统...	+11	71	Verified	multi-agent-orchestration	1,384
27	gibbrdev/gibsgraph Natural language to Neo4j — query and build knowledge graphs automatically	+11	48	Emerging	graph-database-rag	1
28	shibing624/graphrag-lite graphrag-lite, Lightweight GraphRAG implementation with openai API and...	+11	32	Emerging	graph-database-rag	2
29	Midnighter/knowledge-chat A framework to enable retrieval augmented generation (RAG) with knowledge...	+11	23	Experimental	graph-database-rag	1
30	ConardLi/easy-dataset A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval	+11	66	Established	self-hosted-rag-platforms	13,613
31	vezlo/ai-validator AI Response Validator - Automated accuracy checking, hallucination...	+11	30	Emerging	fact-checking-verification	—
32	OpenBMB/UltraRAG A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines	+11	65	Established	rag-starter-projects	5,459
33	glacy/evolutIA Evolutia es un motor de evaluación inteligente diseñado para educación...	+10	34	Emerging	educational-learning-rag	2
34	ashutoshpaliwal26/file-context-tree High-performance file system scanner for Node.js, powered by Rust 🦀....	+9	29	Experimental	self-hosted-rag-platforms	1
35	mloda-ai/mloda-registry Registry of official plugins for mloda.ai	+9	32	Emerging	multi-agent-orchestration	1
36	Thordata/thordata-firecrawl Thordata Firecrawl – Firecrawl-compatible web crawling & scraping API built...	+8	32	Emerging	web-to-markdown-rag	2
37	anulum/director-ai Real-time LLM hallucination guardrail — NLI + RAG fact-checking with...	+8	32	Emerging	hallucination-detection-rag	2
38	RUC-NLPIR/FlashRAG ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)	+8	62	Established	rag-framework-toolkits	3,386
39	SonAIengine/graph-tool-call Graph DB-powered tool retrieval for smarter LLM tool calling — reduce token...	+8	32	Emerging	langraph-production-agents	2
40	ExplosiveCoderflome/AI-Novel-Writing-Assistant 面向长篇小说创作的 AI Native 开源系统，用 Agent、世界观、写法引擎、RAG...	+8	45	Emerging	personal-knowledge-management	31
41	Snailclimb/interview-guide 基于 Spring Boot 4.0 + Java 21 + Spring AI + PostgreSQL + pgvector + RustFS +...	+8	68	Established	spring-boot-rag-apps	934
42	xerrors/Yuxi 结合知识库管理的 Agent Harness 平台。 An agent harness that integrates a LightRAG...	+8	73	Verified	langraph-production-agents	4,691
43	ixchio/ragbox-core RAG-in-a-Box: Zero-Configuration Self-Building Agentic RAG System	+8	32	Emerging	agentic-rag-systems	2
44	bosun-ai/swiftide Fast, streaming indexing, query, and agentic LLM applications in Rust	+8	59	Established	high-performance-vector-search	676
45	shivama205/DocBrain Self-hosted RAG framework with RBAC, multi-LLM support, and natural language...	+8	34	Emerging	fastapi-rag-backends	12
46	import-ai/omnibox Collect, organize, use, and share, all in OmniBox.	+8	63	Established	personal-knowledge-management	1,299
47	JerryWu-code/SusGen [NAACL Findings 2025] This is the official repository for SusGen-GPT.	+7	34	Emerging	generative-ai-learning-projects	18
48	fate-ubw/RAGLAB [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified...	+7	43	Emerging	rag-framework-toolkits	310
49	XiaomingX/awesome-ai-memory A list of AI memory projects（ AI长期记忆的开源和商业项目列表）	+7	45	Emerging	agent-memory-systems	85
50	Usuts/llm-stream Stream responses from OpenAI and Anthropic models with lightweight C++ tools...	+7	30	Emerging	llm-learning-resources	1
51	alonsosilvaallende/2024-IADevs Presentación en la conferencia IADevs 2024: Potenciando la Generación...	+7	21	Experimental	generative-ai-learning-projects	1
52	Bytedesk/bytedesk-ai customer service chatbot based on LLM and your knowledgebase	+7	25	Experimental	complete-rag-chatbot-applications	1
53	zhengguanyu/KGB-RAG KGB-RAG是一个基于neo4j图数据库和其他图数据库的知识图谱检索系统，它可以根据用户的自然语句提问，从原数据库获取相关实体信息，并通过知识图谱检索技...	+7	35	Emerging	graph-database-rag	64
54	aws-samples/rag-using-langchain-amazon-bedrock-and-opensearch RAG with langchain using Amazon Bedrock and Amazon OpenSearch	+7	47	Emerging	aws-bedrock-rag-implementations	229
55	MarkZither/MyFirstAIChatBot Playground to make a chat bot using AI and RAG or other techniques to add custom data	+7	17	Experimental	dotnet-azure-rag	1
56	palico-ai/palico-ai Build, Improve Performance, and Productionize your LLM Application with an...	+7	40	Emerging	ai-engineering-fundamentals	342
57	g-hano/DiscoVery It is an LLM powered assistant (MultiModal RAG) that can read directories,...	+7	20	Experimental	local-rag-frameworks	8
58	sfkunal/librarian Librarian is a RAG-assisted LLM application that allows any user to query...	+7	17	Experimental	pdf-document-processing	1
59	arcee-ai/DALM Domain Adapted Language Modeling Toolkit - E2E RAG	+7	45	Emerging	academic-research-rag	335
60	sankethsj/phi3-rag-application This project leverages the Phi3 model and ChromaDB to create a...	+7	37	Emerging	local-rag-frameworks	7
61	avrabyt/RAG-Chatbot RAG enabled Chatbots using LangChain and Databutton	+7	48	Emerging	complete-rag-chatbot-applications	166
62	TIGER-AI-Lab/ScholarCopilot ScholarCopilot: Training Large Language Models for Academic Writing with...	+7	44	Emerging	production-copilot-systems	251
63	intellwe/.github GitHub stuffs!	+7	15	Experimental	rag-curated-resources	1
64	Leo310/rag-chunking-evaluation Assess the effectiveness of chunking strategies in RAG systems via a custom...	+7	18	Experimental	document-chunking	2
65	SciPhi-AI/agent-search AgentSearch is a framework for powering search agents and enabling...	+7	43	Emerging	agentic-rag-systems	522
66	AI-Student-Advisor/AI-Student-Advisor-Frontend An RAG-based conversational AI app helping students navigate the...	+7	22	Experimental	educational-learning-rag	1
67	neondatabase/neon-semantic-kernel-examples RAG with Neon and Semantic Kernel Examples	+7	10	Experimental	dotnet-azure-rag	2
68	Isaka-code/llm-20-questions 9th Place Solution - LLM 20 Questions	+7	28	Experimental	qa-system-implementations	10
69	BastinFlorian/RAG-Chatbot-with-Confluence RAG Chatbot with Confluence	+7	48	Emerging	domain-specific-rag-chatbots	178
70	unbody-io/ts-client Typescript client for Unbody's API	+7	22	Experimental	typescript-sdk-clients	8
71	relari-ai/continuous-eval Data-Driven Evaluation for LLM-Powered Applications	+7	41	Emerging	rag-evaluation-benchmarking	516
72	noworneverev/graphrag-visualizer A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.	+7	54	Established	graph-database-rag	408
73	govinddwivedi-git/chatbot-for-students-queries An interactive chatbot system designed to help resolve student queries...	+7	37	Emerging	domain-specific-rag-chatbots	7
74	RCGAI/SimplyRetrieve Lightweight chat AI platform featuring custom knowledge, open-source LLMs,...	+7	37	Emerging	complete-rag-chatbot-applications	218
75	busraoguzoglu/Software-Test-RAG Generation of software test scenarios using a RAG system with a local LLM (llama.cpp)	+7	21	Experimental	rag-technique-implementations	1
76	liunian-Jay/Awesome-RAG 💡 Awesome RAG: A resource of Retrieval-Augmented Generation (RAG) for LLMs,...	+7	39	Emerging	rag-curated-resources	439
77	ChinaYiqun/java-rag This RAG (Retrieval-Augmented Generation) project is implemented using pure...	+7	44	Emerging	spring-boot-rag-apps	160
78	awtestergit/SpeakingAI SpeakingAI is a demo of privately deployable 'GPT-4o like AI + RAG', a fully...	+7	21	Experimental	personal-assistant-rag	12
79	viniciusfinger/tcc-viajai Artificial Intelligence system designed to automate the creation of...	+7	27	Experimental	travel-itinerary-rag	8
80	jiangxinke/Agentic-RAG-R1 Agentic RAG R1 Framework via Reinforcement Learning	+7	54	Established	agentic-rag-systems	393
81	mithranm/study-buddy-old A Local Retrieval Augmented Generation application that aims to compete with...	+7	20	Experimental	educational-learning-rag	7
82	DataFog/vlm-api REST API for computing cross-modal similarity between images and text using...	+7	29	Experimental	multimodal-rag-systems	7
83	SuperSecureHuman/rag_hyde_chat Chat with Lex! A RAG app, using HyDE with milvus DB for vector store, VLLM...	+7	20	Experimental	pdf-chat-applications	8
84	IsNoobgrammer/Exam-Helper Web-Rag to help excel in exams	+7	31	Emerging	rag-starter-projects	1
85	svilupp/FlashRank.jl Rapid Document Ranking, Powered by Lightweight Models.	+7	20	Experimental	retrieval-ranking-fusion	8
86	code-rag-bench/code-rag-bench CodeRAG-Bench: Can Retrieval Augment Code Generation?	+7	32	Emerging	rag-system-boilerplates	170
87	Rohith04MVK/image-search-with-words search images with words!	+7	20	Experimental	hybrid-search-rag	7
88	Fansesi/Tubitak2204A_2023 Synthesizing classical guitar pieces using custom tokenization and...	+7	22	Experimental	generative-ai-learning-projects	8
89	Mehdiazarafza/UAV-RAG This repository explores the integration of Large Language Models (LLMs)...	+7	35	Emerging	hybrid-retrieval-optimization	8
90	tpoisonooo/ROGRAG [ACL2025 demo track] ROGRAG: A Robustly Optimized GraphRAG Framework	+7	46	Emerging	graph-database-rag	196
91	tonywu71/colpali-cookbooks Recipes for learning, fine-tuning, and adapting ColPali to your multimodal...	+7	42	Emerging	multimodal-rag-systems	355
92	TIGER-AI-Lab/LongRAG Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with...	+7	39	Emerging	rag-framework-toolkits	245
93	mananjain02/llm-custom-data In this project, I've implemented LLMs on custom data, using the power of...	+7	25	Experimental	local-rag-frameworks	7
94	jan-hendrik-lang/MemoryInvestigator Enhancing RAM Investigation with LLM and RAG	+7	22	Experimental	academic-research-rag	7
95	jasonacox/TinyLLM Setup and run a local LLM and Chatbot using consumer grade hardware.	+7	49	Emerging	llm-chat-interfaces	319
96	joevincentgaltie/valeRAGhayer 🇪🇺 Un RAG sur l'activité au parlement des députés européens français !	+7	21	Experimental	rag-technique-implementations	1
97	Leon1207/Video-RAG-master ✨✨[NeurIPS 2025] This is the official implementation of our paper...	+7	44	Emerging	multimodal-rag-systems	404
98	topoteretes/awesome-ai-memory A list of AI memory projects	+7	42	Emerging	agent-memory-systems	666
99	farhad-dalirani/Collection-LLM-RAG Collection-LLM-RAG is a Retrieval-Augmented Generation (RAG) application...	+7	20	Experimental	academic-research-rag	7
100	ikantkode/pdfLLM pdfLLM is a completely open source, proof of concept RAG app.	+7	42	Emerging	pdf-chat-applications	187