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).
Build AI Agents with Enterprise Databases
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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
Details to know
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Recently updated!
November 2025
Assessments
1 assignment
Taught in English
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There are 2 modules in this course
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
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.
What's included
1 app item7 plugins
Instructor
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
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