Why Vector Search Needs a Dedicated Database
Why add-on vector search looks good — until you actually use it.
Evgeniya Sukhodolskaya & Andrey Vasnetsov
February 17, 2025
Vector Search Fundamentals
Understand vector search concepts, embeddings, and the trade-offs behind retrieval systems.
What is a Vector Database?
What Is a Vector Database? Concepts, Architecture & Use Cases | Qdrant
Sabrina Aquino & Chadha Sridi
October 9, 2024
Vector Embeddings Explained: How They Work in ML & Search
Explore the power of vector embeddings. Learn to use numerical machine learning representations to build a neural search service.
Sabrina Aquino
February 6, 2024
Vector Similarity: Going Beyond Full-Text Search
How vector similarity goes past search: dissimilarity, diversity, recommendation, and discovery.
Luis Cossío
August 8, 2023