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What is Hybrid Search?

What does 'Hybrid Search' mean?

Keyword search matches the literal terms in a query, while vector search matches on semantic similarity of embeddings. Hybrid search runs both and merges the results into a single ranking, which helps when a query contains exact identifiers, product codes or rare words that embeddings handle poorly, as well as looser natural-language phrasing that keyword matching would miss.

List of software with Hybrid Search functionality

About the reviewer

Rajat Gupta is the founder of Spotsaas. Over the past two years, he has reviewed 2,000+ tools across CRM, HR, AI, and finance — applying hands-on product research and a background in commerce and the CFA program to evaluate software through a business and ROI lens. His goal: help teams make software decisions they won't regret.

Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].