> [!WARNING] > > **Preview** > > > This feature is > > subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the > [Service Specific > Terms](https://docs.cloud.google.com/terms/service-terms#1). > > Pre-GA features are available "as is" and might have limited support. > > For more information, see the > [launch stage descriptions](https://cloud.google.com/products/#product-launch-stages). QueryData lets you interact with the data in your database using conversational language and build data agents. You provide database-specific information in the form of context sets to improve generator accuracy. ## Context sets A context set is a collection of database-specific information that enables QueryData to generate queries with high accuracy. A context set includes templates, facets, and value searches that help QueryData understand your database schema and the business logic of your applications. To learn more, see the following resources: - [Context sets overview](https://docs.cloud.google.com/gemini/data-agents/querydata/sql-mysql/context-sets-overview.md.txt) - [Build context sets using the context engineering agent](https://docs.cloud.google.com/gemini/data-agents/querydata/sql-mysql/build-context-sets.md.txt) - [Manage context sets in Cloud SQL Studio](https://docs.cloud.google.com/gemini/data-agents/querydata/sql-mysql/manage-data-agents.md.txt) ## QueryData QueryData writes queries for your database using context sets, translating natural language questions into accurate SQL queries. To learn more, see the following resources: - [QueryData overview](https://docs.cloud.google.com/gemini/data-agents/querydata/sql-mysql/data-agent-overview.md.txt) - [Test QueryData in Cloud SQL Studio](https://docs.cloud.google.com/gemini/data-agents/querydata/sql-mysql/inspect-data-agent.md.txt) - [Integrate QueryData with an application](https://docs.cloud.google.com/gemini/data-agents/querydata/sql-mysql/integrate-applications-data-agent.md.txt) - [Secure and control access to application data](https://docs.cloud.google.com/gemini/data-agents/querydata/sql-mysql/secure-app-data-parameterized-secure-views-qd.md.txt)