Book Recommendation Systems Embedding Tools

Tools for building personalized book discovery and recommendation platforms using embeddings, vector search, and LLMs to match users with books based on semantic similarity and content analysis. Does NOT include general search engines, library catalogs without ML ranking, or non-book recommendation systems.

There are 36 book recommendation systems tools tracked. The highest-rated is Praful932/Kitabe at 44/100 with 181 stars.

Get all 36 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=book-recommendation-systems&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	Praful932/Kitabe Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books...	44	Emerging	181	HTML
2	passadis/ai-assistant Books recommendation AI engine	35	Emerging	2	Jupyter Notebook
3	sujee/mongodb-atlas-vector-search Using MongDB Atlas with embedding models and LLMs to do vector search and...	34	Emerging	25	Jupyter Notebook
4	dvsander/mdb-search Example application querying data in different ways	30	Emerging	16	HTML
5	Arfazrll/OllamaLLM-RecomendationSystem An AI book recommendation system built with Streamlit and Ollama. It uses...	28	Experimental	7	Python
6	ahmedshahriar/TwitterCelebrityMatcher Match celebrity users with their respective tweets by making use of Semantic...	25	Experimental	13	Python
7	MuthuPalaniappan925/EmbeddingBasedFashionSearch The system harnesses the power of embeddings produced by the...	24	Experimental	3	Python
8	SSusantAchary/StyleSense 🛍️StyleSense✨ AI-powered fashion e-commerce with a 10-strategy hybrid rec...	23	Experimental	1	Python
9	mohamedelawakey/BPRS An End-to-End Project for recommending Programming Books using Machine Learning.	20	Experimental	1	JavaScript
10	alexmllo/Neighbourhood-Finder Barcelona neighborhood recommendation system using Django and AWS services...	19	Experimental	—	Python
11	BeMoreHumanOrg/bemorehuman The recommendation engine with particular focus on uniqueness of the person...	19	Experimental	50	C
12	Chengyuli33/reading-bee 📚 A full-stack book recommendation platform featuring Retrieval-Augmented...	16	Experimental	1	Python
13	RichardScottOZ/Comic-Analysis Work on looking at analysis of comics with data science and deep learning	16	Experimental	—	Python
14	Gabito1967/ai-blog-recommendation-django-elasticsearch 🧠 Build an AI-powered blog recommendation system with Django and...	16	Experimental	2	Python
15	AymenGabsi/semantic-book-recommender Using large language models to build a semantic book recommender.	15	Experimental	2	Jupyter Notebook
16	irfan-iiitr/mongodb-ai-vector-search Building a movie recommender app backend using MongoDB Atlas Search and...	15	Experimental	2	Jupyter Notebook
17	oluokunbamidele21-bot/Semantic-Book-Recommender An AI-powered semantic book recommendation system using LLMs and vector search	15	Experimental	1	Jupyter Notebook
18	EmanKhalid01/Semantic-book-recommender AI-powered Book Recommender with Semantic Search, Category Prediction, and...	15	Experimental	—	Jupyter Notebook
19	hootyhoot/book-recommender A WIP flask web app for book recommendations from the Goodreads top 10000 books list.	15	Experimental	—	HTML
20	Shadow-code-dev/Semantic-Book-Recommendation-System Semantic book recommendation system using NLP and TF-IDF vectorization to...	14	Experimental	—	Python
21	AvazAsgarov/ecommerce-review-analyzer Analyzing e-commerce clothing reviews using OpenAI text embeddings, PCA...	14	Experimental	—	Python
22	5ivatej/hybrid-search-recommendation-engine Production-grade hybrid recommendation engine — BM25 + FAISS Semantic Search...	14	Experimental	—	Python
23	AdityaEXP/ComicFinder 🤖 AI-based manhwa recommender using OpenAI embeddings + Streamlit UI.	14	Experimental	3	Python
24	BobMcDear/boom Feature embeddings for Open Library books	13	Experimental	6	Python
25	mostaphaelansari/Semantic-Book-Recommender A semantic book recommendation system that combines content analysis with...	13	Experimental	2	Jupyter Notebook
26	saijananiganesan/AudioRama An audio book recommendation engine for Audible users.	11	Experimental	2	HTML
27	Ferryistaken/books Book highlights onto vector space for semantic search	11	Experimental	—	HTML
28	Duaa-Raed/BookMind_AI An AI-powered semantic book discovery engine using Gemini 1.5 Flash, FAISS...	11	Experimental	—	Python
29	milistu/e5-ecommerce Embedding model for E-commerce	11	Experimental	—	—
30	HamzaHassan9320/llm-semantic-book-recommender LLM-powered, containerized, emotion-aware book discovery built with...	11	Experimental	—	Jupyter Notebook
31	RamyaSelvaraj29/AI-powered-product-recommendation-system This project aims to solve product-discovery inefficiency in large retail...	11	Experimental	—	Python
32	AhmedAyman4/semantic-book-recommender A simple book recommender project with a Python backend and a Next.js frontend.	11	Experimental	—	Jupyter Notebook
33	kingabzpro/Book-Editor A pipeline to rewrite book chapters while preserving style and continuity.	11	Experimental	—	Python
34	khelanmodi/Book-Finder An intelligent book recommendation system that uses OpenAI embeddings and...	11	Experimental	—	Python
35	emapco/chem-mrl-demo Gradio app showcasing Chem-MRL embeddings for SMILES-based similarity search.	11	Experimental	—	Python
36	Mohit26-BM/LitMatch-Book-Recommender AI Powered Book Recommender System using Embeddings and Vector database.	11	Experimental	—	Python