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 48 recommendation engine rag tools tracked. The highest-rated is mayaradaher/challenge-Amazon at 49/100 with 30 stars.

Get all 48 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	mayaradaher/challenge-Amazon The app uses the Gemini language model to generate personalized book recommendations.	49	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。	45	Emerging	24	Python
3	VectorInstitute/health-rec MVP of a recommendation system for health and community services	44	Emerging	10	Python
4	polarbear333/rag-llm-based-recommender Explore a smarter way to shop online with this full-stack project built on...	34	Emerging	15	TypeScript
5	amine-akrout/llm-based-recommender AI-powered fashion recommendation system leveraging LLMs, embeddings, and...	34	Emerging	30	Python
6	EdIzaguirre/Rosebud Let's discover films.	33	Emerging	30	Python
7	mar1boroman/redis-movies-gen-ai Redis Vector Similarity Search, Semantic Caching, Recommendation Systems and RAG	31	Emerging	4	Python
8	DaveParr/mtgai Recommendation tool for the 99 in your commander deck	30	Emerging	2	Jupyter Notebook
9	xtreamsrl/movies-buddy AI Assistant to pick your favourite movie - and didactic demo for RAG	28	Experimental	13	Jupyter Notebook
10	julienlucas/mm-rag-fashionstyle-analyzer Cas d'usage application vision de reconnaissance de vêtements modèle CNN...	28	Experimental	3	Python
11	hamzaideators/cinerag 🎬 Discover movies effortlessly with CineRAG, a RAG system that combines...	28	Experimental	2	Python
12	WilliamAGH/findmybook A Java book recommendation engine for searching all written literature and...	26	Experimental	1	Java
13	ridamansour/WardrobeGenie-API A multimodal Retrieval-Augmented Generation (RAG) backend for combinatorial...	24	Experimental	—	Jupyter Notebook
14	MozartofCode/Wine-LLM Wine-LLM is an AI wine recommender using RAG, letting users compare results...	23	Experimental	2	Jupyter Notebook
15	Rana-yamach/Chatbot-for-Movies-with-RAG 🎬 Movie Chatbot (Genre/Overview Recommendations)	22	Experimental	—	Jupyter Notebook
16	imonteiroyh/GroundedRecommender Conversational product recommender with grounded retrieval, preference...	22	Experimental	—	Jupyter Notebook
17	rishi-raj-jain/article-recommendation-system An open-source template of article recommendation system using Upstash.	22	Experimental	2	TypeScript
18	jand-odoo/llm-recommender-system Interactive Book Recommendation System using RAG and RecSys	22	Experimental	6	Jupyter Notebook
19	fmirzaie/Picky RAG/LLM-based movie recommendation system with	22	Experimental	6	Jupyter Notebook
20	ganbnuray/somm Since 1969, only 279 people have become Master Sommeliers, highlighting the...	21	Experimental	1	Jupyter Notebook
21	sirandou/movie-rag Dataset, RAG and Agent patterns for movies	21	Experimental	—	Jupyter Notebook
22	haticebaydemir/ai-fashion-assistant-v2 Multimodal conversational AI for e-commerce product search	21	Experimental	—	Jupyter Notebook
23	h43lb1t0/abs-audiobook-recommender An audiobook recommendation system for items in your local ABS library	21	Experimental	2	Python
24	furio1999/fashion-rag Official Code repository of our approach Fashion-RAG: Multimodal Fashion...	21	Experimental	6	Python
25	Mayukh-Jain/Cine-Ai 🎬 Intelligent Movie Recommendation Engine powered by RAG, Vector Search, and...	20	Experimental	1	JavaScript
26	hsinchen22/Bar-Hopping-Route-Recommender Run. Sip. Repeat. This isn’t just bar hopping—it’s bar running. Let’s make...	20	Experimental	4	Python
27	aridepai17/ABSOLUTECINEMA An intelligent movie recommendation system that analyzes your real-time...	19	Experimental	2	Python
28	shafiqul-islam-sumon/rag-fashion-recommendation A smart fashion recommendation system using Retrieval-Augmented Generation...	19	Experimental	2	Python
29	tonumayworkspace-creator/ai-search-recommendation-system AI Search + Recommendation System using NLP, LLM, Hybrid Retrieval, Ranking...	15	Experimental	1	Python
30	Z4phxr/netflix-content-analysis-rag AI-powered Netflix content discovery assistant using RAG (FAISS + DB...	14	Experimental	—	Python
31	NaveenBuidl/shoptalk RAG system for conversational product discovery. Hybrid retrieval (Milvus +...	14	Experimental	—	Jupyter Notebook
32	aravinth-kanesh/auteur Personal cinema intelligence: RAG-powered film taste engine with conversational AI	14	Experimental	—	JavaScript
33	albertosvallejo/amazon-marketplace-multiformat-rag Topìc Update	14	Experimental	—	Jupyter Notebook
34	achnda/movies-with-plots-and-genres 2,500+ movies with plot summaries, genres & metadata — built for NLP,...	13	Experimental	—	—
35	sauravparge12345/Ollama-Movies-Recommendation-Chatbot The Movie Recommendation Chatbot is an AI-based application that leverages...	13	Experimental	—	Jupyter Notebook
36	emanehabn/ElectronicsKart-Recommender-RAG Production-grade RAG recommender (Llama & AstraDB) with K8s deployment and...	13	Experimental	—	Python
37	PrateekKacham/book-recommendation-chatbot RAG-based book recommendation chatbot built with LangChain, Groq LLaMA3,...	13	Experimental	—	Python
38	Boyohboyisverycool/film-theory-rag 🎬 Explore AI-driven film theory with the Film Theory RAG knowledge base,...	13	Experimental	—	—
39	2003HARSH/AI-Guesses-the-movie An AI-powered application that can guess movie titles based on plot...	13	Experimental	—	Python
40	Maung-Thura/product-recommender AI-Powered Product Recommendation System with RAG	13	Experimental	—	Python
41	kaletek/AI-Fashion-Recommendation-System 👗 Deliver personalized outfit suggestions using AI, enhancing your wardrobe...	13	Experimental	—	—
42	bielacki/cinerag 🎬 Movie discovery RAG system using natural language queries. Features hybrid...	13	Experimental	—	Python
43	Santhote/Ollama-Movies-Recommendation-Chatbot The Movie Recommendation Chatbot is an AI-based application that leverages...	13	Experimental	—	Jupyter Notebook
44	thirza258/recommendica Luminoso Annual Submission : Recommendica	11	Experimental	—	Python
45	vxa8502/sage-recommendations RAG-powered product recommendation API with verified explanations (96.8%...	11	Experimental	—	Python
46	Jaeuk-Han/korean-traditional-liquor-dataset Korean Traditional Liquor Dataset (한국 전통주, Sool/술) — curated from historical...	11	Experimental	—	Python
47	alonsoaf777/RAG-demo-app A simple Retrieval-Augmented Generation (RAG) API for wine recommendations...	11	Experimental	—	Python
48	Pei-mao/RAG-product-recommendation Use the OpenAI API to connect to the Elasticsearch search engine, and then...	10	Experimental	2	HTML

Comparisons in this category

rag-llm-based-recommender and llm-based-recommender (34 vs 34)