Application for exploring vector database embeddings and similarity search with 3D and 20D visualizations.
| Tool | Usage in this project |
|---|---|
| Python | Backend |
| FastAPI | REST API framework |
| Hugging Face ll-MiniLM-L6-v2 | model for text to vector embedding |
| Scikit-learn PCA | vector decomposition |
| D3.js | 20D data visualization |
| Three.js | 3D data visualization |
make setup - Create virtual environment and install dependencies
make start - Start frontend and backend
make test - Run unit tests
make stop - Stop frontend and backend