94 | Build AI Agent with Google Cloud Tools using ADK | BigQuery & Cloud Storage | Gemini

This video demonstrates how to build AI agents using Google Cloud tools through the Agent Development Kit (ADK), focusing on integrating BigQuery and Cloud Storage with Gemini. The session covers connecting AI agents to real Google Cloud services, enabling agents to query databases and access cloud storage resources. Viewers learn practical implementation techniques for leveraging Google Cloud's data and storage capabilities within AI agent workflows.

Key Points

• •Use Agent Development Kit (ADK) as the framework for building Google Cloud-integrated AI agents
• •Connect Gemini AI models to BigQuery for database querying and data analysis capabilities
• •Integrate Cloud Storage to enable agents to access and manage files in cloud buckets
• •Configure authentication and permissions for secure agent access to Google Cloud resources
• •Implement agent tools that wrap BigQuery queries and Cloud Storage operations
• •Design agent workflows that combine data retrieval, processing, and storage operations
• •Test agent interactions with real Google Cloud services before production deployment
• •Use Gemini's natural language capabilities to interpret user requests and execute cloud operations

Workflow Diagram

Concepts