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