Web Reference: 1 day ago · They cannot tell you that two documents mean the same thing. That is exactly what a vector database does. This guide breaks down what a vector database is, how it works under the hood, and why it has become the backbone of modern AI applications — from semantic search and recommendation engines to retrieval-augmented generation (RAG) pipelines. Oct 9, 2025 · A vector database is a specialized type of database designed to store, index and search high dimensional vector representations of data known as embeddings. Unlike traditional databases that rely on exact matches vector databases use similarity search techniques such as cosine similarity or Euclidean distance to find items that are semantically or visually similar. Vector Database What are ... Aug 18, 2025 · Whether it’s Netflix suggesting the right show or Google Photos recognising faces, vector databases are doing the heavy lifting. Let’s unpack what they are, why they matter, and how you can get started.
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