cloud-gemini-data-analytics-query

Mon, 01 Jan 0001 00:00:00 +0000

About

The cloud-gemini-data-analytics-query tool allows you to send natural language questions to the Gemini Data Analytics API and receive structured responses containing SQL queries, natural language answers, and explanations. For details on defining data agent context for database data sources, see the official documentation.

[!NOTE] Only alloydb, spannerReference, and cloudSqlReference are supported as datasource references.

Compatible Sources

This tool can be used with the following database sources:

Source Name
Gemini Data Analytics

Example

kind: tool
name: my-gda-query-tool
type: cloud-gemini-data-analytics-query
source: my-gda-source
description: "Use this tool to send natural language queries to the Gemini Data Analytics API and receive SQL, natural language answers, and explanations."
location: ${your_database_location}
context:
 datasourceReferences:
 cloudSqlReference:
 databaseReference:
 projectId: "${your_project_id}"
 region: "${your_database_instance_region}"
 instanceId: "${your_database_instance_id}"
 databaseId: "${your_database_name}"
 engine: "POSTGRESQL"
 agentContextReference:
 contextSetId: "${your_context_set_id}" # E.g. projects/${project_id}/locations/${context_set_location}/contextSets/${context_set_id}
generationOptions:
 generateQueryResult: true
 generateNaturalLanguageAnswer: true
 generateExplanation: true
 generateDisambiguationQuestion: true

Usage Flow

When using this tool, a query parameter containing a natural language query is provided to the tool (typically by an agent). The tool then interacts with the Gemini Data Analytics API using the context defined in your configuration.

Tools on MCP Toolbox for Databases

cloud-gemini-data-analytics-query

About

Compatible Sources

Example

Usage Flow