**Describe the feature shortly** Use Pydantic AI (https://ai.pydantic.dev/) for LLM calls. **What functionality is required?** - Pydantic AI library installed - LLMs make calls via Pydantic AI, not the OpenAI SDK - Tool call for structured JSON response