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Introduction Agents are Pydantic AI's primary interface for interacting with LLMs. In some use cases a single Agent will control an entire application or component, but multiple agents can also interact to embody more complex workflows. The Agent class has full API documentation, but conceptually you can think of an agent as a container for: Component Description

Agent Framework / shim to use Pydantic with LLMs Pydantic AI is a Python agent framework designed to make it less painful to build production grade applications with Generative AI. FastAPI revolutionized web development by offering an innovative and ergonomic design, built on the foundation of Pydantic Validation. Similarly, virtually every agent framework and LLM library in Python uses Pydantic V