Building & Running AI advanced

Hybrid Search

Combining keyword and vector search, because each fails where the other works.

Hybrid search runs lexical and semantic retrieval together and merges the rankings. Keywords nail exact matches — product codes, names, error strings — while vectors handle paraphrase. In production RAG this combination reliably beats either alone.

In practice: ‘Error E-4471 refund’ needs the exact code and the concept of refunds.

Where this comes up