ecommerce-recommender
CommunityBoost sales with smart e-commerce recommendations.
Marketing & Sales#vector search#recommendation#ecommerce#ranking#collaborative filtering#user profiling
Authoran8079
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps e-commerce platforms increase sales and user engagement by designing and implementing sophisticated recommendation systems tailored to specific platforms like Taobao, JD.com, and Pinduoduo.
Core Features & Use Cases
- Algorithm Design: Implement collaborative filtering, content-based recommendations, and vector search.
- System Architecture: Build recall and ranking layers, user profiling, and real-time feature systems.
- Use Case: A user browses for running shoes on an e-commerce site. This Skill can recommend complementary items like athletic socks, shorts, or even related high-performance apparel based on their browsing history and the characteristics of the shoes they are viewing.
Quick Start
Use the ecommerce-recommender skill to design a product recommendation system for a new online fashion store.
Dependency Matrix
Required Modules
faisssentence-transformerstorchlightgbmtransformerspandas
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ecommerce-recommender Download link: https://github.com/an8079/take-skills/archive/main.zip#ecommerce-recommender Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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