What is metadata filtering in vector search?

Metadata filtering restricts vector search to documents matching specific criteria, like a date range, language, or department. It is essential for multi-tenant applications where each user should only retrieve their own documents. Most vector databases support filters either pre-search, narrowing the candidate pool first, or post-search, filtering after vector matching.