PydanticAI▌

about

PydanticAI is a Python agent framework designed to make it less painful to build production grade applications with Generative AI. It seamlessly integrates with Pydantic Logfire for real-time debugging, performance monitoring, and behavior tracking. It supports OpenAI, Anthropic, Gemini, Ollama, Groq, and Mistral, and offers a simple interface to implement support for other models. It leverages Python’s familiar control flow and agent composition, making it easy to apply standard Python best practices. It uses Pydantic to validate and structure model outputs, ensuring responses are consistent across runs. It offers an optional dependency injection system to provide data and services to your agent's system prompts, tools and result validators. It provides the ability to stream LLM outputs continuously, with immediate validation, ensuring rapid and accurate results.

features & capabilities

• /Provides an agent framework for building applications with generative AI.
• /Offers seamless integration with Pydantic Logfire for debugging and monitoring.
• /Supports multiple large language models (LLMs).
• /Uses Pydantic for data validation and structured responses.
• /Includes a dependency injection system for managing dependencies.
• /Enables streaming of LLM outputs for faster results.

industry focus