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
0
What is ReadRelevant.ai?
We scan thousands of websites regularly and create a feed for you that is:
directly relevant to your current or aspired job roles, and
free from repetitive or redundant information.
Why Choose ReadRelevant.ai?
Discover best practices, out-of-box ideas for your role
Introduce new tools at work, decrease costs & complexity
Become the go-to person for cutting-edge solutions
Increase your productivity & problem-solving skills
Spark creativity and drive innovation in your work