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AI Agents - Google Cloud - Community - Medium
Vertex AI Agent Engine is a managed service for building AI agents that combine Gemini models with custom Python tools and memory capabilities. It provides a serverless infrastructure for developing,
testing, and deploying intelligent agents that can perform complex tasks through reasoning and tool integration.

Reasons to Read -- Learn:

  • how to build production-ready AI agents without managing infrastructure, with detailed examples of integrating custom Python tools, memory systems, and Gemini models in a managed cloud environment
  • implementing stateful conversations in AI agents using Firestore for memory management, with practical code examples and deployment configurations
  • flexibility of agent orchestration in Vertex AI, including how to use LangChain for coordination and handle multi-step reasoning tasks with built-in scaling capabilities
  • 7 min readauthor: Sascha Heyer
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