Local Rag Stacks RAG Tools

There are 71 local rag stacks tools tracked. The highest-rated is mrutunjay-kinagi/ragsearch at 47/100 with 3 stars and 37 monthly downloads.

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#	Tool	Score	Tier	Stars	Language
1	mrutunjay-kinagi/ragsearch This project aims to build a Retrieval-Augmented Generation (RAG) engine to...	47	Emerging	3	Python
2	Omkar-Wagholikar/adora Python package that makes it easy to spin up a custom Retrieval-Augmented...	43	Emerging	5	Python
3	JocelynVelarde/rag-template Learn how to build a Retrieval-Augmented Generation (RAG) system from the...	42	Emerging	9	Python
4	Yigtwxx/Awesome-RAG-Production A curated list of battle-tested tools, frameworks, and best practices for...	42	Emerging	11	Python
5	pchunduri6/rag-demystified An LLM-powered advanced RAG pipeline built from scratch	41	Emerging	860	Python
6	leewaay/ragcar RAGCAR: Retrieval-Augmented Generative Companion for Advanced Research	39	Emerging	2	Python
7	HenryHengLUO/Retrieval-Augmented-Generation-Intro-Project This project aims to introduce and demonstrate the practical applications of...	36	Emerging	63	Jupyter Notebook
8	christianrice/rag-coding-assistant An AI developer that writes LangChain Expression Language (LCEL).	32	Emerging	32	Jupyter Notebook
9	MichiganDataScienceTeam/llm-augmentation Applying LLMs, augmented with information retrieval (RAG) and function...	30	Emerging	11	Jupyter Notebook
10	darkzard05/rag-system-ollama Advanced local-first RAG system powered by Ollama and LangGraph. Optimized...	29	Experimental	3	Python
11	Corerishi/ReviewMind Fully local RAG chatbot that answers questions about restaurant reviews...	29	Experimental	1	Python
12	mowael07/Awesome-RAG-Production 🚀 Build and scale reliable Retrieval-Augmented Generation (RAG) systems with...	28	Experimental	2	Python
13	madhavmadupu/loco-rag-engine LOCO (Local-Only Contextual Orchestration) is designed for organizations and...	27	Experimental	2	TypeScript
14	AmirhosseinHonardoust/RAG-vs-Fine-Tuning A comprehensive, professional guide explaining the differences, strengths,...	26	Experimental	26	—
15	vivy-yi/rag-tutorial 完整的RAG技术教程 - 从基础概念到生产部署，系统化掌握检索增强生成技术。包含4个模块、20章内容、17个Jupyter Notebooks、6个企业级实战案例	25	Experimental	7	Jupyter Notebook
16	pattabhia/dataset-generator A flexible, template-based dataset generator for creating high-quality...	24	Experimental	1	Python
17	ayushrajput8252-dev/Rag-Lanchain A hands-on RAG + LangChain learning repository containing multiple working...	24	Experimental	1	JavaScript
18	lloydmeta/huggingface_elasticsearch_rag Cookbook for building an Elasticsearch and Gemma-powered RAG via Huggingface...	24	Experimental	2	Jupyter Notebook
19	MaxMLang/RAG-nificent Production-ready Chainlit RAG application with Pinecone pipeline offering...	23	Experimental	11	Python
20	Dude775/local-rag-system Building Private AI Memory with Ollama, LangChain & Chroma - 100% Local RAG System	22	Experimental	4	Python
21	AyaFergany/RAG-App-Using-a-LLM In this project, we leverage Weaviate, a vector database, to power our...	22	Experimental	1	Jupyter Notebook
22	devenes/ocp-rag-stack A complete Retrieval-Augmented Generation (RAG) stack designed to run...	22	Experimental	1	Go
23	LauraAva/rag-ollama-set-up Local RAG on Windows: Ollama + PostgreSQL/pgvector + Python ingest/ask scripts.	22	Experimental	1	Python
24	tonypeng1/llamaindex High-performance Hybrid RAG pipeline using LlamaIndex, MinerU, GLiNER, and...	21	Experimental	—	Python
25	our-never-ending-job/awesome-rag-debugging A curated list of tools, frameworks, failure maps, observability platforms,...	21	Experimental	—	—
26	deepakarjunk-dak/End-to-End-RAG-Pipeline End-to-End RAG Pipeline from Document Ingestion to Agentic Retrieval using LangGraph	21	Experimental	—	Jupyter Notebook
27	Carricacha/local-rag-system 🤖 Build your own local Retrieval-Augmented Generation system for private,...	21	Experimental	—	Python
28	yuliu625/Yu-RAG-Toolkit Modular RAG framework built with LangChain & LangGraph: supporting...	21	Experimental	—	Python
29	vroomfondel/arley Experimental RAG assistant for legal Q&A powered by LLMs (Llama, Mixtral)....	21	Experimental	—	Python
30	rizalsimb1/knowledge-graph-ai A production-grade Retrieval-Augmented Generation (RAG) system built with...	21	Experimental	—	Python
31	Caua1705/DocRAG Production-style RAG system using LangChain, FAISS, OpenAI embeddings, and...	21	Experimental	—	Python
32	arpan10000/simple-rag-pipeline-demo 🌌 Build a simple RAG pipeline to generate AI-driven answers using Chroma DB...	21	Experimental	—	Jupyter Notebook
33	hnextits/NextitsLM_RAG RAG	21	Experimental	—	Python
34	omni-front/rag-from-scratch Building RAG (Retrieval-Augmented Generation) pipelines from scratch	21	Experimental	—	—
35	charanpool/rag-news-summarizer A local-first RAG pipeline that fetches news from RSS feeds, indexes them in...	20	Experimental	1	Python
36	Travis-ML/rag-llm-system A complete self-hosted AI research platform running on Docker with GPU...	20	Experimental	1	Python
37	SCIFER99/Retrieval-Augmented-Generation-RAG This is a foundational RAG for accurate Natural Language Processing	18	Experimental	1	Jupyter Notebook
38	ai-deep-learning/doc-rag-harness Document Retrieval Augmented Generation (RAG) Harness	18	Experimental	2	—
39	Shraddha22710/The-RAG-Playbook The RAG Playbook is a practical guide and starter kit for...	18	Experimental	1	Python
40	Abdelrahman-Elshahed/News_Summerization_Using_RAG--Graduation_Project_DEPI News Summerization RAG system developed with Meta-Llama-3-8B-Instruct (LLM),...	17	Experimental	1	Jupyter Notebook
41	NDDimension/simple-rag-pipeline-demo A simple, modular RAG pipeline using Chroma DB for vector storage and Grok...	17	Experimental	—	Jupyter Notebook
42	YomnaWaleed/egyptian-rag-translator Hybrid RAG system for translating Ancient Egyptian transliterations using...	16	Experimental	3	Jupyter Notebook
43	shreyavijayjadhav3/rag-pipeline Modular RAG pipeline using LangChain + FAISS + Groq Llama3 — context-aware...	15	Experimental	1	Python
44	isatyamks/rag-scale A modular, privacy-focused framework for building local RAG applications...	14	Experimental	1	Python
45	jsfaulkner86/clinical-rag-agent LangChain + Chroma: Clinical guidelines at point of care	14	Experimental	—	Python
46	Naniyarram/rag-cold-email-generator Retrieval-Augmented Generation (RAG) application that generates personalized...	14	Experimental	—	Python
47	Asymmetric-OG/rag-qa A LangChain powered RAG pipeline to retrieve context accurate answers to queries	14	Experimental	—	Python
48	shrutikakapade/RAG-From-Scratch-Complete-RAG-Pipeline-Langchain A comprehensive repository to learn and implement Retrieval-Augmented...	14	Experimental	1	Jupyter Notebook
49	sheamusmcg/RAG-Explainer A hands-on, no-code interactive walkthrough of Retrieval-Augmented...	14	Experimental	—	Python
50	Fatma-elzahra-Mo/Mini-RAG Mini-RAG is a lightweight implementation of the RAG (Retrieval-Augmented...	13	Experimental	—	Python
51	AndreaMoschetto/WeaviateSG Just a step by step guide on how to use Weaviate to create your first RAG project	13	Experimental	—	Python
52	Shreyas2409/book-rag Built a secure multi-modal retrieval system for document ingestion using...	13	Experimental	—	Python
53	nicholasid7/rag-system-prototype RAG-system prototype	13	Experimental	—	Jupyter Notebook
54	mdh266/rag-jfk Retrieval Augmented Generation on John F. Kennedy Speeches	13	Experimental	—	Jupyter Notebook
55	SuyashBhavalkar3/On-The-Fly-Rag-Extension-For-Chrome-Using-Ollama Private RAG Assistant – A Chrome extension that brings intelligent Q&A to...	13	Experimental	—	HTML
56	mark-veres/ragdoll Implementing Retrieval Augmented Generation (not quite) from scratch.	13	Experimental	—	Python
57	SeyedRumaiz/restuarant-review-rag RAG-based system that generates insights from restaurant reviews using...	13	Experimental	—	Python
58	D-techno/Multimodal-RAG-API A scalable Multimodal Retrieval-Augmented Generation (RAG) API that...	13	Experimental	—	Python
59	om-gupta-30/RagLab Experimentation lab for building and testing RAG pipelines	13	Experimental	—	Python
60	Ahmet-Ruchan/RAG-LLM Using LLMs, I generate my own RAG model with LangChain.	12	Experimental	1	Python
61	UmeshaJayakody/RAG-System This project is a hands-on guide to Retrieval-Augmented Generation (RAG), a...	12	Experimental	1	Python
62	mattialoszach/local-rag A fully local RAG system using Ollama and a vector database. Private, fast,...	12	Experimental	4	Python
63	Galal-pic/RAG-System This project implements a Retrieval-Augmented Generation (RAG) system using...	11	Experimental	—	Python
64	CodeWithCharan/Advanced-RAG Advanced RAG Implementation Guide	11	Experimental	—	Jupyter Notebook
65	ravindrakush11/RAG This project implements a modular and customizable Retrieval-Augmented...	11	Experimental	1	Python
66	anurag8590/Hello-RAG RAG using Langchain, Qdrant, Gemini & Mixbread	11	Experimental	—	Python
67	JianHanTey/Orion-RAG-Architect Enterprise-scale Retrieval Augmented Generation (RAG) architecture...	11	Experimental	—	—
68	DavidShableski/restaurant-review Local RAG chatbot that answers questions about pizza restaurant reviews...	10	Experimental	1	Python
69	rrfsantos/RAG-Retrieval-Augmented-Generation Generative AI - Use Watsonx to respond to natural language questions using...	10	Experimental	2	Jupyter Notebook
70	kanishkumar-k/rag-langchain-tools RAG implementation	10	Experimental	1	Python
71	rocket452/RAGProject Advanced Retrieval-Augmented Generation (RAG) framework for integrating...	10	Experimental	1	PowerShell

Comparisons in this category

ragsearch and Retrieval-Augmented-Generation-Intro-Project (47 vs 36) ragsearch and ragcar (47 vs 39) ragsearch and Awesome-RAG-Production (47 vs 28)