Articles

Finding errors in datasets with Similarity Search

Finding errors datasets with distance-based methods

Q&A with Similarity Learning

A complete guide to building a Q&A system with similarity learning.

Fine Tuning Similar Cars Search

How to use similarity learning to search for similar cars

Metric Learning Tips & Tricks

How to train an object matching model and serve it in production.

Metric Learning for Anomaly Detection

How to use metric learning to detect anomalies: quality assessment of coffee beans with just 200 labelled samples

Triplet Loss - Advanced Intro

What are the advantages of Triplet Loss and how to efficiently implement it?

Neural Search Tutorial

Step-by-step guide on how to build a neural search service.

Filtrable HNSW

How to make ANN search with custom filtering?