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DataCamp

Deploy Production-Ready Agents

via DataCamp

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Overview

Take your AI agents from development to production with Google Cloud infrastructure. Start by exploring the architecture and deployment patterns for multi-agent systems using Google's Agent Development Kit (ADK), learning how to design agent hierarchies and choose the right hosting environment. Then get hands-on deploying ADK agents to Vertex AI Agent Engine and Cloud Run, adding persistent cross-session memory with Memory Bank. By the end of this track, you'll have the skills to deploy reliable, scalable AI agents in production environments.

Syllabus

  • Google: Build and Deploy Agents in Production
    • Explore multi-agent system architecture and deployment using Google's ADK and Google Cloud infrastructure for production-grade agent applications.
  • Google: Deploy Your First Agent
    • Deploy ADK agents to production using Vertex AI Agent Engine and Cloud Run. Add persistent cross-session memory with Memory Bank.

Taught by

Google Cloud

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