Ecommerce Product Recommendation NLP Tools
Systems that recommend products on shopping platforms using NLP and ML techniques (content-based filtering, embeddings, similarity matching). Does NOT include general recommendation algorithms, non-ecommerce domains, or pure collaborative filtering without text analysis.
There are 16 ecommerce product recommendation tools tracked. 1 score above 50 (established tier). The highest-rated is inception-project/inception-external-recommender at 57/100 with 48 stars.
Get all 16 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=ecommerce-product-recommendation&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
inception-project/inception-external-recommender
Get annotation suggestions for the INCEpTION text annotation platform from... |
|
Established |
| 2 |
JhaAyush01/Fashio
"FASHIO leverages FAISS and advanced NLP for precise fashion recommendations... |
|
Emerging |
| 3 |
DataNetworkAnalysis/Cosmetic-Recommendation-for-Man
It is a project to recommend cosmetics for men. |
|
Emerging |
| 4 |
Abhinav1004/Apparel-Recommendation
Extracts apparel details from amazon api and recommends similar products... |
|
Emerging |
| 5 |
neha13rana/Cloth-Recommendation-System
We have chosen a fashion dataset for our system. We've created a clothing... |
|
Emerging |
| 6 |
JaideepGuntupalli/product-recommendation-system
🛒 Shopping Mart is a product recommendation system designed to assist users... |
|
Experimental |
| 7 |
kulwinderkk/recipe_recommender_nlp
This project is an unsupervised NLP-based recipe recommender system designed... |
|
Experimental |
| 8 |
cameronking4/XperienceShopping-ChromeExtension
Enables users to create a profile saved only to local storage and get size... |
|
Experimental |
| 9 |
PankajBarai/productMatching
Product Matching Between Ecommerce Sites using Cosine Similarity |
|
Experimental |
| 10 |
kausmeows/clothsy
Transformer based search/rec engine to fetch Amazon URLs for similar... |
|
Experimental |
| 11 |
nqtri/SSENSE-Product-Recommendation-System
A passion project on my favorite e-commerce site that scrapes product data... |
|
Experimental |
| 12 |
ChaitanyaC22/Cross_Platform_Product_Mapping_Algorithm_for_Products
This repository contains a product ID mapping solution using TF-IDF... |
|
Experimental |
| 13 |
luhlitt/Skincare-Recommendation
A Natural Language Processing Approach to a Skincare Recommendation Engine |
|
Experimental |
| 14 |
CJMonahann/Find-a-Fragrance
Developed an intelligent cologne recommendation platform that uses semantic... |
|
Experimental |
| 15 |
dlskawns/E-commerce_RecSys
[NLP & RecSys] Review based cohort classification & Recommendation system |
|
Experimental |
| 16 |
akshatsinghal92/Product-recommendation-analysis
Predicting product recommendation score using the data available on the... |
|
Experimental |