The Solution

How Pydantic-AI helps

Pydantic AI is a Python agent framework designed for building production-grade applications and workflows that leverage generative AI. It offers a model-agnostic interface enabling developers to access multiple large language model providers such as OpenAI, Anthropic, Google Vertex, Groq, and AWS Bedrock.