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Semantic search

Search that aims to match meaning rather than only identical words, for example by using vector representations or models that compare text.

Source content checked . English translation published 2026-10-27.

In business automation

Semantic search is useful when users phrase a question differently from the documents. Exact identifiers such as an SKU or order number may still require exact search or a combination of both methods.

Examples

These examples illustrate a possible workflow. Adapt the connections and rules to your own systems.

Business process example

An employee searches for how to return equipment after leaving the company. The system finds the offboarding procedure even without the same wording, and shows the source so the employee can check the details.

Relevant tools

Supabase
You can build representation-based search over data, with metadata and filtering suited to the application.

What to check

  • Similarity in meaning is not identity. Check that a similar document does not refer to a different product, department, or period.

Related terms

Sources