Build AI Agents with Enterprise Databases
Build AI Agents with Enterprise Databases
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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).
Course Info
Objectives
- 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.
Prerequisites
Experience with Google Cloud Console, gcloud CLI, IAM, and fundamental GCP services (projects, billing, networking concepts)
Strong proficiency in SQL (complex queries, joins, aggregations, subqueries) and practical experience with relational databases (e.g. Cloud SQL, AlloyDB, Spanner)
Understanding of database schema design.
Intermediate Python skills
Basic understanding of Generative AI (LLMs) and API interactions.
Audience
Data Engineers,
Database Engineers,
App Developers,
AI Engineers.
Available languages
English
What do I do when I finish this course?
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Interested in taking this course with one of our authorized on-demand partners?
Explore Google Cloud content on Coursera and Pluralsight.
Prefer learning with an instructor?
View the public classroom schedule here.
Can I take this course for free?
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