Qdrant & transformers.js - Semantic Search

Semantic search with only a vector DB and a frontend.
Calculates the embedding client-side and queries the Qdrant-API without server-side inferencing,
using a quantized version of sentence-transformers/all-MiniLM-L6-v2.
Demo for this tutorial, building on a previous one about embeddings and Qdrant. Download this page.

Demo by Dominik Weckmüller @DomeGIS | geo.rocks | LinkedIn