Explore Large Schemas in the Data Agent Schema Explorer
Conversational Analytics · Public preview · Planned
Description
Production Datawarehouses, Lakehouses, Semantic Models, and SQL DBs contain hundreds to tens of thousands of Tables, Views, Functions, and Measures. This feature highlights the requirements to support production scale database systems and semantic models across data agent scenarios within the Data Agent UX seamlessly: - Enabling the UX to allow users to load large schemas into Data Agent and select Objects easily and efficiently.- Enabling the UX to search for elements allowing users to easily identify key entities required for data agent input - Enabling pagination in the UX to seamlessly browse the schema in the Object explorer.
Change History
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2026-06-24
Release Date 2025-09-30 -> 2026-09-30Feature Description Production DatawarehousesLakehousesSemantic Modelsand SQL DBs contain hundreds to tens of thousands of TablesViewsFunctionsand Measures. To unblock users from leveraging Data Agents for their semantic modelslake housesand data warehousesit's critical that we support production scale database systems. This document highlights the requirements to support production scale database systems and semantic models across data agent scenarios: - Enabling the UX to allow users to load large schemas into Data Agent and select Objects easily and efficiently. - Add Agent level support to help our LLM such that it can scale to large schemas as it picks the correct data source. - Add Tool level support to help to help our LLM such that it can scale to large schemas as inputs to generate reliable responses. -> Production DatawarehousesLakehousesSemantic Modelsand SQL DBs contain hundreds to tens of thousands of TablesViewsFunctionsand Measures. This feature highlights the requirements to support production scale database systems and semantic models across data agent scenarios within the Data Agent UX seamlessly: - Enabling the UX to allow users to load large schemas into Data Agent and select Objects easily and efficiently.- Enabling the UX to search for elements allowing users to easily identify key entities required for data agent input - Enabling pagination in the UX to seamlessly browse the schema in the Object explorer.Restored to RoadmapName Data Agent Large Schema Support -> Explore Large Schemas in the Data Agent Schema Explorer -
2025-08-28
Removed from Roadmap -
2025-08-28
Roadmap Item Added
Workload: Conversational Analytics