Build AI Agents with Enterprise Databases

Build AI Agents with Enterprise Databases

Instructor: Google Cloud Training

Access provided by Inter IKEA

2 modules

Gain insight into a topic and learn the fundamentals.

Advanced level

Designed for those already in the industry

6 hours to complete

Flexible schedule

Learn at your own pace

2 modules

Gain insight into a topic and learn the fundamentals.

Advanced level

Designed for those already in the industry

6 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Securely connect AI agents to your existing databases (AlloyDB, Cloud SQL, Spanner) by using the MCP Toolbox for Databases.
Construct and utilize AI agents, using Agent Development Kit (ADK), that use database tools for intelligent querying and semantic search.

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

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Assessments

1 assignment

Taught in English

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There are 2 modules in this course

Build AI agents that can leverage enterprise databases using the MCP Toolbox for Databases. You will define secure database interaction tools, and implement intelligent querying capabilities (leveraging vector embeddings, structured queries).

This module introduces the foundational concepts for connecting AI agents to enterprise databases. You will learn about the architecture of the MCP Toolbox for Databases and how to set up a database instance, specifically Cloud SQL or AlloyDB, for AI integration. The lessons cover deploying and configuring the toolbox, defining simple database tools, and verifying the connection.

What's included

1 assignment11 plugins

1 assignment Total 12 minutes

MCP Toolbox for Databases Quiz 12 minutes

11 plugins Total 165 minutes

Build AI agents with enterprise databases 15 minutes
The Cymbal use case 15 minutes
Course downloads 15 minutes
Build a secure foundation 15 minutes
Ground AI in reality 15 minutes
Secure connectivity 15 minutes
Prepare the data foundation 15 minutes
MCP Toolbox for Databases 15 minutes
Deploy and configure MCP Toolbox for Databases 15 minutes
Test and monitor the tools 15 minutes
Lessons learned in module 1 15 minutes

In this module, you will build a foundational AI agent using the Agent Development Kit (ADK). You will design the agent to use the database tools created in the previous module for tasks like SQL querying and semantic search. The module focuses on implementing these capabilities using AlloyDB with vector embeddings and tracing the agent's reasoning process as it interacts with the databases.