Wei (Jack) Sun
1c64a41b53
Introduces two major capabilities: - Workflow runtime: graph-based execution engine for composing deterministic execution flows for agentic apps, with support for routing, fan-out/fan-in, loops, retry, state management, dynamic nodes, human-in-the-loop, and nested workflows - Task API: structured agent-to-agent delegation with multi-turn task mode, single-turn controlled output, mixed delegation patterns, human-in-the-loop, and task agents as workflow nodes Co-Authored-By: Bo Yang <ybo@google.com> Co-Authored-By: George Weale <gweale@google.com> Co-Authored-By: Sean Zhou <seanzhougoogle@google.com> Co-Authored-By: Shangjie Chen <deanchen@google.com> Co-Authored-By: Swapnil Agarwal <swapnilag@google.com> Co-Authored-By: Wei Sun <weisun@google.com> Co-Authored-By: Xuan Yang <xygoogle@google.com> Co-Authored-By: Yifan Wang <wanyif@google.com> Change-Id: I35932c50cfe29ff68559e3781713dbb5eb7b3382
BigQuery MCP Toolset Sample
Introduction
This sample agent demonstrates using ADK's McpToolset to interact with
BigQuery's official MCP endpoint, allowing an agent to access and execute
tools by leveraging the Model Context Protocol (MCP). These tools include:
list_dataset_ids
Fetches BigQuery dataset ids present in a GCP project.
get_dataset_info
Fetches metadata about a BigQuery dataset.
list_table_ids
Fetches table ids present in a BigQuery dataset.
get_table_info
Fetches metadata about a BigQuery table.
execute_sql
Runs or dry-runs a SQL query in BigQuery.
How to use
Set up your project and local authentication by following the guide Use the BigQuery remote MCP server. This agent uses Application Default Credentials (ADC) to authenticate with the BigQuery MCP endpoint.
Set up environment variables in your .env file for using
Google AI Studio
or
Google Cloud Vertex AI
for the LLM service for your agent. For example, for using Google AI Studio you
would set:
- GOOGLE_GENAI_USE_VERTEXAI=FALSE
- GOOGLE_API_KEY={your api key}
Then run the agent using adk run . or adk web . in this directory.
Sample prompts
- which weather datasets exist in bigquery public data?
- tell me more about noaa_lightning
- which tables exist in the ml_datasets dataset?
- show more details about the penguins table
- compute penguins population per island.