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Glossary · How models work

Vector database

A vector database stores embeddings and can quickly find the ones closest in meaning to a question. It is the usual way to give an AI assistant access to a large library of an organisation's own documents.

In one line, for a 12-year-old

A vector database is a library sorted by meaning, so the AI can grab the right pages fast.

An example

A city's 311 assistant looks up the right bylaw in a vector database before answering a resident's question.

Why it matters to people

If personal files go into a vector database, the same privacy rules apply as for any other database: limit who can query it and what it holds.