Metadata & Filtering

Adding metadata to chunks for scoped retrieval and filtered search.

What You Will Learn

• What metadata to attach: source, date, author, section, document type
• Filtered search: restricting retrieval to a specific source or date range
• Metadata schema design: what fields are worth indexing
• How metadata improves retrieval precision over pure vector search
• Updating metadata without re-embedding: when it is possible