ASP.NET Core Grid Semantic Search

The Telerik UI for ASP.NET Core Grid provides a Semantic Search functionality that allows users to search through Grid data using natural language queries with AI-powered similarity matching.

This demo showcases the Semantic Search feature with an adjustable similarity threshold slider. The search uses embeddings to understand the semantic meaning of queries rather than simple text matching. You can adjust the threshold slider to control how strict or lenient the search results should be - higher values return only very similar results, while lower values return more matches with broader relevance.

The demo above uses a third-party transformer model to generate vector embeddings that understand semantic relationships in the data. Other approaches include large language models (LLMs), entity recognition, synonym expansion, or hybrid methods that combine multiple techniques.

This Grid example is part of unique collection of hundreds of ASP.NET Core demos, with which you can see all Telerik ASP.NET Core components and their features in action. View the source code of the demos from the library or directly adapt, and edit them and their theme appearance in Telerik REPL for ASP.NET Core or ThemeBuilder.