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This 49-minute Google tutorial demonstrates how to leverage the Agent Development Kit (ADK) to build sophisticated data science agents. Learn the fundamentals of AI agents, explore ADK's capabilities, and understand the architecture behind effective data science agents. Follow along with an extensive code walkthrough and see a practical demonstration of the finished agent in action. Discover how to create multi-agent systems capable of handling complex data analysis, modeling, and question-answering tasks. Access additional resources including the ADK documentation, sample agents repository, data science agent capabilities, Chase-SQL information, and the BIRD Leaderboard to further enhance your AI development journey.
Syllabus
0:00 - Intro
0:17 - Intro to Agent Development Kit
1:14 - What are AI Agents
3:10 - What is ADK
4:31 - Architecture of Datascience agent
9:44 - Code Walkthrough
35:00 - Demo Walkthrough
Taught by
Google Developers