Smart Query Expansion
When your initial search is too narrow, AI automatically expands the query with related terms, synonyms, and conceptual variations. Get more comprehensive results without needing to reformulate your search manually.
How it works
The search engine analyzes your query and generates expanded variations using AI. A search for 'deploy' might expand to include 'deployment,' 'release,' 'ship,' 'CI/CD,' and 'rollout.' Expansions are weighted by relevance so exact matches still rank highest. You can see which expansions were used and disable any that are not relevant. The system learns from your search patterns over time.
Query expansion showing original query and AI-generated expansions
Why it matters
Knowledge bases often use inconsistent terminology. Different people describe the same concept differently, and your vocabulary evolves over time. Query expansion ensures you find relevant content regardless of which synonym or variation was used when the content was created. It is like having a thesaurus built into every search.
Search results from expanded query showing diverse terminology matches