Semantic Search

Search that understands query meaning and intent, not just keyword matches.

Semantic search uses embeddings to find conceptually relevant results.

Example

Searching 'ways to heat my home cheaply' returns heat pump rebates and efficiency guides.

Frequently asked questions

Hybrid approaches combining both achieve the best results.

A numerical representation of text, images, or other data that captures semantic meaning.

A database optimized for storing and searching high-dimensional vector embeddings.

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