Item Recommendation Systems Embedding Tools

Tools for building recommendation engines that suggest products, content, or entities based on embeddings and similarity search. Includes collaborative filtering, content-based recommendations, and vector retrieval systems. Does NOT include general search/retrieval, clustering without recommendation objectives, or domain-specific recommendation tasks (music, books, jobs already covered in sibling categories).

There are 89 item recommendation systems tools tracked. The highest-rated is D2KLab/entity2rec at 47/100 with 183 stars.

Get all 89 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	D2KLab/entity2rec entity2rec generates item recommendation using property-specific knowledge...	47	Emerging	183	Python
2	Azure-Samples/azure-sql-db-session-recommender Build a recommender using OpenAI, Azure Functions, Azure Static Web Apps,...	45	Emerging	51	Bicep
3	Chinmayrane16/Recommender-Systems-with-Collaborative-Filtering-and-Deep-Learning-Techniques Implemented User Based and Item based Recommendation System along with state...	43	Emerging	63	Jupyter Notebook
4	mengfeizhang820/Paperlist-for-Recommender-Systems Recommender Systems Paperlist that I am interested in	42	Emerging	449	—
5	loserChen/Awesome-Recommender-System The collection of papers about recommender system	36	Emerging	90	—
6	Gavince/Recommend-System 深度学习与推荐系统学习，理论结合代码更香。	35	Emerging	162	Jupyter Notebook
7	faizanahemad/Hybrid-Weighted-Embedding-Recommender A Hybrid Recommendation system which uses Content embeddings and augments...	35	Emerging	17	Python
8	siddgood/podcast-recommendation-engine :microphone: Building a content-based podcast recommender system using NLP	34	Emerging	32	Jupyter Notebook
9	ishugaepov/Awesome-Machine-Learning-Papers 📖Notes and remarks on Machine Learning related papers	34	Emerging	47	HTML
10	tnathu-ai/recommender-system-openAI recommender system using OpenAI API	32	Emerging	3	Jupyter Notebook
11	michaelbzms/DeepRecommendation This is the source code for my MSc thesis on Hybrid Recommendation Systems...	31	Emerging	4	Jupyter Notebook
12	pavanbadempet/Movie-Recommendation-System Content-based movie recommendation engine using SBERT semantic embeddings,...	30	Emerging	8	Python
13	shik3519/collaborative-filtering Implementation of collaborative filtering using fastai and pytorch	30	Emerging	10	HTML
14	silky/deep-scite :rowboat: A simple recommendation engine (by way of convolutions and...	29	Experimental	20	HTML
15	julien040/hn-recommendation-api A recommendation system for Hacker News. Get the most similar posts for a given URL	29	Experimental	83	TypeScript
16	Daheer/E-Commerce-Recommender Recommendation system that searches similar items	29	Experimental	1	Jupyter Notebook
17	timsankara/Scientific-Paper-Recommender-System This repository provides recommendations for research papers based on user...	29	Experimental	1	CSS
18	swap-253/Recommender-Systems-Using-ML-DL-And-Market-Basket-Analysis This repository consists of collaborative filtering Recommender systems like...	28	Experimental	9	Jupyter Notebook
19	JocelynVelarde/valentines-tech Build a simple recommendation system from scratch! Learn how to analyze...	28	Experimental	10	Python
20	pm3310/hotel-recommender-system A hotel recommender system using SageMaker	27	Experimental	20	Jupyter Notebook
21	rdemarqui/perfume_recommender A perfume recommendation system	27	Experimental	34	Jupyter Notebook
22	Layendan/osuPulse Recommending osu! beatmaps for you	26	Experimental	11	Svelte
23	embSneakers/embSneakers Constructing Sneaker Embeddings Using Web Data to Reveal 22-Year History of...	24	Experimental	4	Jupyter Notebook
24	EmranZZ/Reseacrh-Paper-Recommendation-and-Subject-Area-Prediction-Using-Sentence-BERT-and-MLP-Classification Semantic paper recommender and multi‑label subject predictor using...	24	Experimental	1	Jupyter Notebook
25	Subrat1920/Course-Recommendation An end-to-end Course Recommendation System that uses deep learning for...	24	Experimental	2	Jupyter Notebook
26	GlenCrawford/movie_recommendation_neural_network Movie recommendation system using neural network entity embeddings.	23	Experimental	4	Python
27	RLAlpha49/AniSearch A Next.js web application that allows users to search for anime and manga...	22	Experimental	1	TypeScript
28	akimdavidov671/user-demographics-prediction-movielens Predicting user demographics from movie ratings using genre-based features...	22	Experimental	—	Jupyter Notebook
29	wesleyscholl/ai-sommelier 🤵🏻‍♂️🍷 An AI-powered wine recommendation system that helps customers find...	22	Experimental	1	Python
30	LyeZinho/vectorial-recomendation-system A production-ready three-tier anime recommendation engine combining...	22	Experimental	—	Rust
31	JamalRahman/Video-Game-Recommender Find A Game! Video Game recommendation system & genre-exploration using...	21	Experimental	1	Jupyter Notebook
32	nking/retrieval making of a recommendations retriever using embedding models and approx...	21	Experimental	—	Python
33	Yonatankinfe/ecommerce-recommendation-system-api A plug-and-play recommendation engine to boost sales on your e-commerce...	21	Experimental	6	Python
34	dd-se/movie-recommendation-api Find the right movie, instantly.	21	Experimental	—	TypeScript
35	EnricRovira/TFM_DNN_Recomendator Custom Recomendator for my Master Final Project	21	Experimental	1	Jupyter Notebook
36	commoncrawl/cc-citations-paper-explorer A visual paper explorer based on cc-citations....	21	Experimental	—	Python
37	vivek-i8/Lumina-Movie-Engine A hybrid semantic movie recommendation engine using Sentence-BERT and...	21	Experimental	—	Python
38	NeicerVB/App_recomendacion_ropa Aplicación que recomienda ropa similar basada en imágenes. Usa inteligencia...	21	Experimental	—	Jupyter Notebook
39	Gaurav-Pande/Recommendation_systems Auto encoders based recommendation system	20	Experimental	8	Python
40	joisino/consul Code for "Towards Principled User-side Recommender Systems" (CIKM 2022)	20	Experimental	6	Python
41	BauplanLabs/playlist-recomendations-with-bauplan-and-mongodb Reference implementation of embedding-based, sequential recommendations,...	20	Experimental	5	Python
42	zilliz-bootcamp/graph_based_recommend This project uses graph convolutional neural networks to generate...	20	Experimental	8	Python
43	xettrisomeman/movie-semantic-search Search movies using natural language.	19	Experimental	3	HTML
44	arghyaxcodes/intelliflix A semantic movie recommendation system using NLP via (sentence-transformers...	19	Experimental	2	Jupyter Notebook
45	neo-con/tft-embedded-synergy-builder A fun project experimenting with champion synergies and item recommendations...	19	Experimental	3	Python
46	mythrantic/recommendation-engine recommendation-engine i use on some of my project gathered together	19	Experimental	1	Jupyter Notebook
47	kdevo/chaos-rrs Chaos - a first of its kind framework for researching Reciprocal Recommender...	19	Experimental	12	Python
48	enmanuelmag/AnimeClassificator Investigation of models for anime classification using representative anime...	18	Experimental	2	Jupyter Notebook
49	Marta-Barea/embeddings-recommender-netflix This project builds a recommendation system for Netflix titles using...	18	Experimental	1	Python
50	theprashasst/Advanced-Anime-Recommendation-System Advanced anime recommendation	17	Experimental	1	Jupyter Notebook
51	ibrhr/Movies Movie Recommendations + Smart Search	17	Experimental	—	HTML
52	dhawalsarode/vibe-matcher 🎧 AI-powered vibe-based fashion recommender that matches a user's mood or...	17	Experimental	—	Jupyter Notebook
53	Harru95/VibeMatcher AI-powered fashion vibe recommender using embeddings and cosine similarity.	17	Experimental	—	Jupyter Notebook
54	recombee/personalized-paper-explorer Scientific Paper Recommendations And Search, Powered by Recombee	17	Experimental	3	TypeScript
55	italocosilva/movie-recommendation 🎬 Welcome to the MovieLens Recommender! This project harnesses the magic of...	17	Experimental	1	Jupyter Notebook
56	DevDizzle/sci-paper-hub PaperRec: arXiv-powered paper recommender. Harvests...	17	Experimental	—	Python
57	isatyamks/fashion-vision Tagging & Vibe Classification Engine	16	Experimental	3	Jupyter Notebook
58	gauldal/MovieFactory Hybrid Movie Search & Search Experiment Platform (CLIP + SBERT + TF-IDF...	16	Experimental	1	Python
59	Rutuja1423/wine-recommendation-nlp Wine Recommendation System using NLP & Transformer Embeddings	15	Experimental	1	Python
60	RaY8118/anime-recommendation NekoRec is a full-stack web application for personalized anime...	15	Experimental	—	TypeScript
61	matthew-sbrito/recommendation A product recommendation API. Recommendations are personalized based on the...	14	Experimental	—	C#
62	CogitoNTNU/CogitoXInfor Cross-selling recommendation model made by Cogito NTNU in collaboration with Infor AS	14	Experimental	7	Python
63	HAQ-NAWAZ-MALIK/AI_EDU_Recommender A lightweight, intelligent recommendation engine that personalises...	14	Experimental	1	Python
64	spiliossp/NLP_Citation_Link_Prediction Predict whether an academic paper cites another paper. Find missing links....	14	Experimental	1	Jupyter Notebook
65	riche45/H-M-Fashion-Recommendations Sistema de recomendación de las tiendas H&M	14	Experimental	1	—
66	itsmyfacade/recommender-app Semantic product recommendation engine using SentenceTransformers and cosine...	13	Experimental	—	TypeScript
67	The-iyed/recommendation-engine 🧠 Real-time generic entity recommendation engine using vector similarity,...	13	Experimental	7	Go
68	zchtsk/product-recsys Use Word2Vec modeling with grocery transactions to identify product...	13	Experimental	—	Python
69	martinapapp/reelRecs A conversational movie recommendation chatbot powered by semantic search and AI.	13	Experimental	—	JavaScript
70	dorhaboosha/TV-Show-Recommender-AI TV show recommender using embeddings + cosine similarity, with fuzzy...	13	Experimental	—	Python
71	rameshkumart05/recommender-system-streamlit 🎥 Create personalized movie recommendations with this Streamlit app,...	13	Experimental	—	—
72	ahmedhiyba11/MSLIST 🎬 Discover movies and shows effortlessly with MS List, an AI-powered...	13	Experimental	—	JavaScript
73	HimasagarU/Simple-Arxiv-Paper-Recommender Lightweight Jupyter‑notebook prototype that recommends related arXiv papers...	13	Experimental	—	Jupyter Notebook
74	dmcqueen/wine-ai 🍷 Semantic wine recommendation engine powered by Vespa vector search...	13	Experimental	—	Python
75	Elmar999/Recommendation-systems Content and collaborative filtering for User-Movie recommendation system.	12	Experimental	6	Jupyter Notebook
76	PrithvirajVNair/MSLIST AI-powered movie & TV show discovery platform with smart recommendations,...	12	Experimental	1	JavaScript
77	di37/content-based-movie-recommender-system The Content-Based Movie Recommender System is designed to suggest movies to...	12	Experimental	5	Jupyter Notebook
78	Pradnya1208/Similar-product-recommendation-system-using-CNN In this repository, we have implemented the CNN based recommendation system...	12	Experimental	7	Jupyter Notebook
79	Giathi-Daniel/popchoice-cinema-quest PoPChoice - AI-Powered Movie Recommender A smart movie suggestion app...	12	Experimental	4	TypeScript
80	Ramseths/nsf_research_awards NSF Research Awards Abstracts Welcome to the NSF Research Awards Abstracts...	11	Experimental	—	Jupyter Notebook
81	taaylor/gg_kino Open source киносервис, где можно поглядеть фильмы и весло провести время....	11	Experimental	2	Python
82	MNoorFawi/building-recommendation-engine-with-reinforcement-learning building a movie recommendantion enine leveraging a blend of graph-based...	11	Experimental	3	Jupyter Notebook
83	RLAlpha49/AniSearch-Model AniSearchModel leverages Sentence-BERT (SBERT) models to generate embeddings...	11	Experimental	—	Python
84	kyuhyeokseo/GNN_RECSYS Paper Review about GNN and RECOMMENDER SYS.	11	Experimental	3	Python
85	vaibhav-khattar/movieSearch A movie search engine based on TMDB dataset (2016) with semantic search and GenAI	11	Experimental	—	HTML
86	chandkund/Recipe-Recommendations The Recipe Recommendations project leverages natural language processing...	11	Experimental	—	Jupyter Notebook
87	omar-arif/semantic-movie-recommender A movie recommendation system that utilizes FastAPI and Sentence...	11	Experimental	—	Python
88	connor-mccarthy/garm2vec 👕 👗 A multi-input neural network model for generating dense clothing embeddings.	10	Experimental	2	Python
89	AndreasKaratzas/deep_learning Movie recommendation using deep learning techniques. There are two different...	10	Experimental	2	—