Document Chunking Embedding Pipelines RAG Tools

There are 43 document chunking embedding pipelines tools tracked. The highest-rated is wangxb96/RAG-QA-Generator at 42/100 with 263 stars.

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#	Tool	Score	Tier	Stars	Language
1	wangxb96/RAG-QA-Generator RAG-QA-Generator...	42	Emerging	263	Python
2	aws-samples/rag-with-amazon-opensearch-serverless-and-sagemaker Question Answering Generative AI application with Large Language Models...	36	Emerging	9	Python
3	PerciValXIII/CAFB-food-wise-ai AI-powered content automation tool for the Capital Area Food Bank (CAFB),...	35	Emerging	3	Python
4	libraryofcelsus/LLM_File_Parser AutoML/Unstructured Data Processing for RAG and LLM Dataset Creation. ...	30	Emerging	6	Python
5	manthan410/multimodal-RAG-ResearchQA-bot using mulimodal RAG to query texts, images and tables from pdf for QA	30	Emerging	15	Jupyter Notebook
6	tuitige/fijian-rag-app Public-benefit GenAI platform for the Fijian language — combining Claude +...	29	Experimental	3	TypeScript
7	MohammedAly22/GenQuest-RAG A Question Generation Application leveraging RAG and Weaviate vector store...	27	Experimental	17	Jupyter Notebook
8	himaenshuu/Multi_modal_rag-application A powerful, easy-to-use platform for question answering over documents, web...	27	Experimental	2	Python
9	CarlosManuelDiaz/rag-ready-extractor Stop indexing noise. Turn messy websites and PDFs into clean, structured...	24	Experimental	3	—
10	ajitsingh98/Building-RAG-System-with-Deepseek-R1-Locally This repository contains an end-to-end Retrieval-Augmented Generation (RAG)...	23	Experimental	3	Python
11	tanmay271/RAG-Qdrant-AI High-performance RAG pipeline engineered to eliminate LLM hallucinations...	21	Experimental	—	Python
12	Daddy-Myth/D-RAGon_System Local Retrieval-Augmented Generation (RAG) system for PDF question answering...	21	Experimental	—	Jupyter Notebook
13	neehanthreddym/doc_query_rag A basic RAG pipeline which uses gpt-oss-20b model to answer the user query...	21	Experimental	—	Jupyter Notebook
14	noaman680/rag-from-scratch Production-ready RAG (Retrieval Augmented Generation) system built from...	21	Experimental	—	Python
15	Abdellatif404/Eigen-Field A local Retrieval-Augmented Generation (RAG) system for agricultural...	21	Experimental	—	TypeScript
16	johnIT56/STAR-RAG STAR-RAG is a self-reflective, retrieval-augmented question answering system...	20	Experimental	1	Jupyter Notebook
17	srinivas-sateesh/RAG-query-classifier Smart Query Classifier to earn user trust and save $$$	19	Experimental	2	Python
18	devangvyas-it/fastapi-rag-starter Lightweight, self-contained RAG application built with FastAPI. It enables...	19	Experimental	—	Python
19	Debasish-87/rag-based-document-qa rag-based-document-qa is a Retrieval-Augmented Generation (RAG) based...	19	Experimental	—	Python
20	Powerostad/talk_to_github A Retrieval-Augmented Generation (RAG) system enabling natural language...	18	Experimental	2	Python
21	tolios/XPL A simple cli tool for RAG on documents	17	Experimental	1	Python
22	daviaraujocc/rag-docs A simple project about implementing RAG (Retrieval-Augmented Generation) for...	17	Experimental	1	Python
23	olexmal/ragu RAGU - Retrieval-Augmented Generation Universal. A privacy-focused RAG...	17	Experimental	—	Python
24	Mohamed-samy2/Arabic-Islamic-Assessment This repository implements a compact, efficient Retrieval-Augmented...	17	Experimental	—	Python
25	jy02140251/rag-document-loader Load documents for RAG pipelines: PDF, DOCX, HTML, Markdown. Smart chunking,...	15	Experimental	2	—
26	RoodyCode/rag A modular, self-hosted RAG pipeline for building a private, searchable...	15	Experimental	2	Python
27	QuantumDrizzy/rag-scientific-papers Full RAG pipeline over 30 seminal AI/ML papers · FAISS vector store · ReAct...	14	Experimental	—	Jupyter Notebook
28	ramyasri-m/RAG_Property_Document_Pipeline A RAG pipeline for property documents using Weaviate, sentence-transformers,...	14	Experimental	—	Python
29	smoothemerson/ragscope Q&A over documents using RAG (FastAPI + ChromaDB + Ollama + MLflow)	14	Experimental	1	Shell
30	sjlewis25/rag-pipeline Hybrid RAG pipeline with local/cloud LLM support for semantic document...	14	Experimental	1	Python
31	rithunkp/RAG-Codebase Retrieval-Augmented Generation (RAG) assistant that lets users ask natural...	14	Experimental	1	Python
32	PrinceKay145/multiDocRAG Multi-Document RAG System with source attribution and query logging	14	Experimental	1	Python
33	Boney-massiveness357/ragscope Build a Q&A API that indexes PDFs and text using RAG, logging queries with...	14	Experimental	—	Python
34	raza242k5-sys/rag-ai-system Retrieval-Augmented Generation (RAG) based Intelligent QA System using...	14	Experimental	1	Python
35	shubham5027/RAG-Qwen-2.5-72b-instruct I built a production-style RAG system focused on grounded generation, not...	14	Experimental	1	Python
36	alunoshacker-beep/ragscope Build an offline Q&A API using RAG to query PDFs and texts, with automated...	13	Experimental	—	Python
37	GowriPriyanka27/adaptive-rag-auto-optimizer Adaptive Retrieval-Augmented Generation (RAG) system with dynamic...	13	Experimental	—	Python
38	thendralmagudapathi/RAG-for-NCERT A professional-grade Retrieval-Augmented Generation (RAG) system designed...	13	Experimental	—	Python
39	Selam1431/Rag-Document-Search AI-powered document search system using Retrieval-Augmented Generation (RAG)...	13	Experimental	—	Python
40	AbhashK1/Verbo RAG based document query system that performs OCR(Tesseract) for text...	13	Experimental	—	Python
41	ashankgupta/rag-flow A visual, node-based RAG (Retrieval-Augmented Generation) pipeline builder...	13	Experimental	—	Python
42	abd-km/StreamRAG StreamRAG is a real-time news processing system that streams, embeds, and...	12	Experimental	3	Python
43	HemaKumar0077/TableRAG TableRAG is an advanced question-answering framework that combines...	11	Experimental	2	Python

Comparisons in this category

multimodal-RAG-ResearchQA-bot and Multi_modal_rag-application (30 vs 27)