Recommendation Engine RAG RAG Tools

Tools and systems that use RAG to power personalized recommendation engines across e-commerce, content discovery, and service matching. Does NOT include general search/retrieval systems, chatbots without recommendation logic, or non-RAG recommendation approaches.

There are 52 recommendation engine rag tools tracked. The highest-rated is mayaradaher/challenge-Amazon at 42/100 with 30 stars.

Get all 52 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=recommendation-engine-rag&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	mayaradaher/challenge-Amazon The app uses the Gemini language model to generate personalized book recommendations.	42	Emerging	30	Jupyter Notebook
2	ShowayLiao/OtakuNeko 🐱 你的二次元赛博哈基米 \| 基于 LLM 的智能化番剧管理与分析助手。支持 Bangumi 数据同步、AI 深度画像分析、年度总结海报生成与个性化推荐。	41	Emerging	24	Python
3	VectorInstitute/health-rec MVP of a recommendation system for health and community services	40	Emerging	10	Python
4	polarbear333/rag-llm-based-recommender Explore a smarter way to shop online with this full-stack project built on...	27	Experimental	15	TypeScript
5	amine-akrout/llm-based-recommender AI-powered fashion recommendation system leveraging LLMs, embeddings, and...	27	Experimental	30	Python
6	EdIzaguirre/Rosebud Let's discover films.	26	Experimental	30	Python
7	hamzaideators/cinerag 🎬 Discover movies effortlessly with CineRAG, a RAG system that combines...	24	Experimental	2	Python
8	mar1boroman/redis-movies-gen-ai Redis Vector Similarity Search, Semantic Caching, Recommendation Systems and RAG	24	Experimental	4	Python
9	ridamansour/WardrobeGenie-API A multimodal Retrieval-Augmented Generation (RAG) backend for combinatorial...	24	Experimental	—	Jupyter Notebook
10	DaveParr/mtgai Recommendation tool for the 99 in your commander deck	23	Experimental	2	Jupyter Notebook
11	WilliamAGH/findmybook A Java book recommendation engine for searching all written literature and...	23	Experimental	1	Java
12	julienlucas/mm-rag-fashionstyle-analyzer Cas d'usage application vision de reconnaissance de vêtements modèle CNN...	22	Experimental	3	Python
13	Rana-yamach/Chatbot-for-Movies-with-RAG 🎬 Movie Chatbot (Genre/Overview Recommendations)	22	Experimental	—	Jupyter Notebook
14	Szymx0504/EdgeCine Semantic Discovery Engine optimized for Edge AI inference using ONNX,...	22	Experimental	—	Python
15	sirandou/movie-rag Dataset, RAG and Agent patterns for movies	22	Experimental	—	Jupyter Notebook
16	imonteiroyh/GroundedRecommender Conversational product recommender with grounded retrieval, preference...	22	Experimental	—	Jupyter Notebook
17	xtreamsrl/movies-buddy AI Assistant to pick your favourite movie - and didactic demo for RAG	21	Experimental	13	Jupyter Notebook
18	haticebaydemir/ai-fashion-assistant-v2 Multimodal conversational AI for e-commerce product search	19	Experimental	—	Jupyter Notebook
19	MozartofCode/Wine-LLM Wine-LLM is an AI wine recommender using RAG, letting users compare results...	17	Experimental	2	Jupyter Notebook
20	h43lb1t0/abs-audiobook-recommender An audiobook recommendation system for items in your local ABS library	17	Experimental	2	Python
21	Mayukh-Jain/Cine-Ai 🎬 Intelligent Movie Recommendation Engine powered by RAG, Vector Search, and...	16	Experimental	1	JavaScript
22	fmirzaie/Picky RAG/LLM-based movie recommendation system with	15	Experimental	6	Jupyter Notebook
23	sandhiya-git-hub/Jewellens-AI-Platform AI-powered jewelry discovery platform using CLIP embeddings and FAISS vector...	15	Experimental	1	JavaScript
24	tonumayworkspace-creator/ai-search-recommendation-system AI Search + Recommendation System using NLP, LLM, Hybrid Retrieval, Ranking...	15	Experimental	1	Python
25	rishi-raj-jain/article-recommendation-system An open-source template of article recommendation system using Upstash.	15	Experimental	2	TypeScript
26	jand-odoo/llm-recommender-system Interactive Book Recommendation System using RAG and RecSys	15	Experimental	6	Jupyter Notebook
27	furio1999/fashion-rag Official Code repository of our approach Fashion-RAG: Multimodal Fashion...	15	Experimental	6	Python
28	albertosvallejo/amazon-marketplace-multiformat-rag Topìc Update	14	Experimental	—	Jupyter Notebook
29	pokey-zerothlawofthermodynamics222/Jewellens-AI-Platform Discover and search jewelry collections using AI-powered image embeddings...	14	Experimental	—	JavaScript
30	aravinth-kanesh/auteur Personal cinema intelligence: RAG-powered film taste engine with conversational AI	14	Experimental	—	JavaScript
31	NaveenBuidl/shoptalk RAG system for conversational product discovery. Hybrid retrieval (Milvus +...	14	Experimental	—	Jupyter Notebook
32	Z4phxr/netflix-content-analysis-rag AI-powered Netflix content discovery assistant using RAG (FAISS + DB...	14	Experimental	—	Python
33	vxa8502/sage-recommendations RAG-powered product recommendation API with verified explanations (96.8%...	14	Experimental	—	Python
34	Kavithamani7/JwelLensAI-Multimodal-Jewelry-Search-Engine AI-powered multimodal jewelry search engine using CLIP embeddings, FAISS...	14	Experimental	—	JavaScript
35	ganbnuray/somm Since 1969, only 279 people have become Master Sommeliers, highlighting the...	14	Experimental	1	Jupyter Notebook
36	hsinchen22/Bar-Hopping-Route-Recommender Run. Sip. Repeat. This isn’t just bar hopping—it’s bar running. Let’s make...	14	Experimental	4	Python
37	PrateekKacham/book-recommendation-chatbot RAG-based book recommendation chatbot built with LangChain, Groq LLaMA3,...	14	Experimental	—	Python
38	Boyohboyisverycool/film-theory-rag 🎬 Explore AI-driven film theory with the Film Theory RAG knowledge base,...	14	Experimental	—	—
39	kaletek/AI-Fashion-Recommendation-System 👗 Deliver personalized outfit suggestions using AI, enhancing your wardrobe...	14	Experimental	—	—
40	shafiqul-islam-sumon/rag-fashion-recommendation A smart fashion recommendation system using Retrieval-Augmented Generation...	13	Experimental	2	Python
41	aridepai17/ABSOLUTECINEMA An intelligent movie recommendation system that analyzes your real-time...	13	Experimental	2	Python
42	alonsoaf777/RAG-demo-app A simple Retrieval-Augmented Generation (RAG) API for wine recommendations...	11	Experimental	—	Python
43	Jaeuk-Han/korean-traditional-liquor-dataset Korean Traditional Liquor Dataset (한국 전통주, Sool/술) — curated from historical...	11	Experimental	—	Python
44	bielacki/cinerag 🎬 Movie discovery RAG system using natural language queries. Features hybrid...	11	Experimental	—	Python
45	Santhote/Ollama-Movies-Recommendation-Chatbot The Movie Recommendation Chatbot is an AI-based application that leverages...	11	Experimental	—	Jupyter Notebook
46	vero-code/aspetto-ai AI Stylist uses RAG hybrid architecture, analyzes outfits from photos and...	11	Experimental	—	JavaScript
47	Maung-Thura/product-recommender AI-Powered Product Recommendation System with RAG	11	Experimental	—	Python
48	emanehabn/ElectronicsKart-Recommender-RAG Production-grade RAG recommender (Llama & AstraDB) with K8s deployment and...	11	Experimental	—	Python
49	2003HARSH/AI-Guesses-the-movie An AI-powered application that can guess movie titles based on plot...	11	Experimental	—	Python
50	achnda/movies-with-plots-and-genres 2,500+ movies with plot summaries, genres & metadata — built for NLP,...	11	Experimental	—	—
51	sauravparge12345/Ollama-Movies-Recommendation-Chatbot The Movie Recommendation Chatbot is an AI-based application that leverages...	11	Experimental	—	Jupyter Notebook
52	Sonny-Inkai/PERSONALIZED_USER_VECTOR_RECOMMENDER_SYSTEM PUV: Personalized User Vectors, a technique that addresses these...	10	Experimental	1	Jupyter Notebook