The additions let data teams ask progressive, context‑aware questions in natural language while enabling developers to deploy governed analytics agents across applications via unified API endpoints.

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Google added Conversational Analytics to BigQuery, enabling data teams to ask progressive, context-aware questions in natural language rather than treating each query as isolated. The new Agents Hub allows developers to build and deploy custom analytics agents via API endpoints, reducing duplication of logic across tools while maintaining centralized governance. These additions expand BigQuery's existing text-to-SQL capabilities, competing with similar features from Snowflake and Databricks.

Google expands BigQuery with conversational agent and custom agent tools