This guide explains agentic AI from first principles, starting with fundamental concepts and progressing through architecture design, implementation details, and complete working examples. By the end, readers can build production agent systems.
Traditional AI systems have limitations. They respond to single queries only, process input and generate output, but do not maintain state between interactions. They cannot: