KNOWLEDGE, EMBEDDINGS & RAG • 123 / 397
Teach models to look up relevant information before answering.
Metadata Filtering
Metadata filtering restricts search results using structured fields in addition to vector similarity.
Think of it like
Think of Metadata Filtering like a library system: instead of memorizing every book, find the right shelf and bring only the useful pages to the desk.
Real life
Search engines and recommendation systems use ideas related to Metadata Filtering.
SRE lens
Avoid retrieving EU runbooks for a US-only service when region metadata is available.
Remember thisMetadata filtering restricts search results using structured fields in addition to vector similarity.