21CTO

Jan 22, 2025 · Artificial Intelligence

Understanding AI Agents: Core Components, Architecture, and Practical Implementation

This article consolidates Google's Kaggle whitepaper on AI Agents, explaining their definition, key characteristics, core components—model, tools, and orchestration layer—along with architectural diagrams, learning techniques, and practical deployment steps on Vertex AI, offering a comprehensive guide for building generative AI agents.