semantic-product-search

Semantic Product Search

Overview

A search project exploring semantic retrieval to return relevant results beyond exact keyword matching. Built to demonstrate practical skills in data handling, search workflows, and modern application design.

Tech Stack

• JavaScript / Node.js (as applicable)
• MongoDB (as applicable)
• Embeddings / Vector Search (as applicable)
• GitHub

Features

• Search workflow that prioritizes meaning over exact wording
• Structured data storage and retrieval
• Clear separation of data + query logic

What I Learned

• Designing search experiences that feel intuitive to users
• Structuring data for retrieval use cases
• Working with semantic/vector search concepts

Status

In Progress

Next Steps

• Add sample dataset and example queries
• Document setup steps (install/run)
• Add evaluation notes (what worked / what to improve)
• Optional: simple UI layer for search input/results