RAG System Boilerplates RAG Tools

Complete, ready-to-deploy RAG implementations and starter templates. Includes end-to-end projects with working pipelines, specific use cases (code generation, web archives, novels), and on-device solutions. Does NOT include framework libraries, optimization techniques, or theoretical research papers.

There are 35 rag system boilerplates tools tracked. The highest-rated is Kain-90/RAG-Play at 41/100 with 90 stars.

Get all 35 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=rag-system-boilerplates&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	Kain-90/RAG-Play An interactive visualization tool for understanding Retrieval-Augmented...	41	Emerging	90	TypeScript
2	rryam/LumoKit Swift package for on-device Retrieval-Augmented Generation (RAG)	37	Emerging	111	Swift
3	CoIR-team/coir (ACL 2025 Main) A Comprehensive Benchmark for Code Information Retrieval.	34	Emerging	148	Python
4	harvard-lil/warc-gpt WARC + AI - Experimental Retrieval Augmented Generation Pipeline for Web...	34	Emerging	270	Python
5	Global-Witness/augmenta AI agent for enhancing datasets with information from the internet	33	Emerging	21	Python
6	constacts/ragtacts RAG(Retrieval-Augmented Generation) for Evolving Data	32	Emerging	91	Clojure
7	giuliano-t/openAI-to-freeCAD-workflow This project uses a Large Language Model (LLM) with Retrieval-Augmented...	32	Emerging	15	Jupyter Notebook
8	flare-foundation/flare-ai-rag Flare AI Kit template for Retrieval-Augmented Generation (RAG) ☀️	27	Experimental	7	Python
9	justinlaw360/RAG Retrieval-Augmented Generation using Azure OpenAI	27	Experimental	3	HTML
10	ioannis-papadimitriou/rag-playground A framework for systematic evaluation of retrieval strategies and prompt...	26	Experimental	11	Python
11	KDEGroup/CodeRAG Source code for EMNLP'25 paper "CodeRAG: Finding Relevant and Necessary...	25	Experimental	18	Python
12	namtran/ai-rag-tutorial-story-generator Learn RAG (Retrieval-Augmented Generation) by building a story generator...	25	Experimental	2	Python
13	code-rag-bench/code-rag-bench CodeRAG-Bench: Can Retrieval Augment Code Generation?	25	Experimental	170	HTML
14	wangdangel/Augmentorium Cross-platform, production-ready MCP backend for Retrieval-Augmented...	24	Experimental	1	Python
15	amasu/dgx-spark-rag Retrieval Augmented Generation containerized for Nvidia DGX Spark	24	Experimental	2	—
16	ThomasAtlantis/DRAGON A device-cloud distributed RAG framework that enables a simultaneous...	24	Experimental	9	Jupyter Notebook
17	dinethlive/crash-game-RAG Retrieval-augmented generation (RAG) system for crash game predictions	22	Experimental	—	JavaScript
18	ddz16/PFRP [2026 AAAI] Predicting the Future by Retrieving the Past	20	Experimental	10	Python
19	amazon-science/RAGferee RAGferee \| Building Contextual Reward Models for Retrieval-Augmented Generation	20	Experimental	1	—
20	shauryashaurya/bRAG Braggosaurus Rex, the fragrant one, dragon of prague, keeper of the ragtag...	19	Experimental	—	—
21	carmelolg/generative-ai-rag-example A small example project that demonstrates a Retrieval-Augmented Generation...	19	Experimental	—	Python
22	pyrech/rag-ai-documentation Just a POC	18	Experimental	8	PHP
23	Hazrat-Ali9/AI-Multi-Model-RAG ✈ AI 🚀 Multi 🛬 Model 🚁 RAG 🚂 is 🚃 an 🚝 advanced 🚋 artificial 🚠 intelligence...	16	Experimental	2	—
24	Retrieval-Augmented-Generation-Systems/.github 🏛️ Retrieval Augmented Generation Systems (GitHub Defaults): Central hub for...	16	Experimental	1	—
25	PhucHuwu/Undertaker-Ai This project implements a Retrieval-Augmented Generation (RAG) system using...	16	Experimental	9	Python
26	bismansahni/AppleRAGMesh Mimicking Apple Intelligence, this project enables on-device...	15	Experimental	5	Swift
27	undextrois/rag Retrieval-Augmented Generation	15	Experimental	—	HTML
28	XieZilongAI/RT-RAG A method for multi-step content filtering for real-time retrieval...	15	Experimental	2	Python
29	Stragonian/brag A full and complete Bash Retrieval-Augmented Generation (BRAG)	15	Experimental	—	Cuda
30	nursenataskiran/Code-Aware-RAG A code-aware Retrieval Augmented Generation system that understands GitHub...	14	Experimental	—	Python
31	HeinHtutZaw19/rag Boilerplate Retrieval Augmented Generation	14	Experimental	—	Python
32	HarshNevse/RAG_Agent This project implements a Retrieval-Augmented Generation (RAG) system that...	14	Experimental	1	HTML
33	AI-for-Business/RAG-Demonstrator A prototype to demonstrate retrieval augmented generation (RAG), a method of...	11	Experimental	—	Python
34	kit-sdq/Retrieval-Augmented-TLR Retrieval-Augmented TLR	10	Experimental	1	Python
35	charudatta10/ai-rag Retrival augmented generative AI network	10	Experimental	1	Python