Google ML and AI - Introduction to Google Agent Development Kit (ADK)
The Machine Learning Engineer via YouTube
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Learn to build multi-agent applications using Google's Agent Development Kit (ADK) through a practical demonstration that transforms First Notice of Loss (FNOL) narratives into structured data, assigns severity levels, and routes claims to appropriate processing queues. Explore the ADK framework for creating LLM-powered agents by defining agents with specific instructions, descriptions, and tool sets. Master orchestrating execution using Runner and Session services while understanding how to persist state across turns for memory and chained reasoning capabilities. Discover how to implement multi-agent workflows that can process unstructured insurance claim narratives and convert them into actionable, structured information with automated severity assessment and intelligent routing mechanisms.
Syllabus
Google ML and AI: Introduction to Google ADK, Agent Development Kit#datascience #machinelearning
Taught by
The Machine Learning Engineer