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URL: https://www.coursera.org/learn/build-ai-agents-with-enterprise-databases

⇱ Build AI Agents with Enterprise Databases | Coursera

Build AI Agents with Enterprise Databases

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Build AI Agents with Enterprise Databases

Included with

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
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.

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

1 assignment

Taught in English

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.

What's included

1 app item8 plugins

1 app item•Total 90 minutes
  • Build an agent with secure access•90 minutes
8 plugins•Total 120 minutes
  • Agents designed for databases•15 minutes
  • Persistent memory and troubleshooting•15 minutes
  • Implement semantic search•15 minutes
  • Inter-service connectivity•15 minutes
  • Agent observability•15 minutes
  • Lessons learned in module 2•15 minutes
  • Lab: Introduction and overview•15 minutes
  • Accessing and completing labs•15 minutes

Instructor

Google Cloud
2,269 Courses•4,432,832 learners

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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.

If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

This course is currently available only to learners who have paid or received financial aid, when available.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Financial aid available,