Qdrant is a vector similarity engine.
It deploys as an API service providing search for the nearest high-dimensional vectors.
With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications for matching, searching, recommending, and much more!
Similar Image Search
Sometimes text search is not enough. Qdrant allows you to find similar images, detect duplicates, or even find a picture by text description.
Qdrant filters enable you to apply arbitrary business logic on top of a similarity search. Look for similar clothes cheaper than $20? Search for a similar artwork published in the last year? Qdrant handles all possible conditions!
For the Demo, we put together a food discovery service - it will show you a lunch suggestion based on what you visually like or dislike. It can also search for a place near you.