Interactive
Live Demo Sandbox
Search a pre-loaded index of 10,000+ technology products. Try full-text, vector, and hybrid modes.
Hybrid
Text Only
Vector Only
How This Works
This demo runs a client-side simulation showing how Anvesh processes search queries across three modes:
- Text Only (BM25) — lexical matching against tokenized fields
- Vector Only (HNSW) — approximate nearest neighbor on dense embeddings
- Hybrid (RRF) — fuses both signals using reciprocal rank fusion
Want to test against your own data? Follow the Quickstart to spin up a local Anvesh instance and index your documents.