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PydanticAI

Free plan available

Python Agent Framework for building production-grade Generative AI applications

About PydanticAI

Launched Dec 03, 2024

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Description

Python Agent Framework for building production-grade Generative AI applications

PydanticAI is a Python framework designed to simplify the development of production-grade applications using Generative AI. It offers model-agnostic support, type-safety, structured response validation, and a novel dependency injection system. PydanticAI leverages the power of Pydantic for data validation and integrates seamlessly with various AI models, making it easier for developers to build robust AI-powered applications
PydanticAI website

PydanticAI Key Features

  • Model-agnostic support (currently OpenAI, Gemini, and Groq)
  • Type-safe development
  • Structured response validation with Pydantic
  • Streamed responses, including validation of streamed structured responses
  • Novel, type-safe dependency injection system
  • Logfire integration for debugging and monitoring
  • Control flow and agent composition using vanilla Python
  • Integration with popular AI models and frameworks

PydanticAI Use Cases

  • Building conversational AI agents
  • Developing AI-powered customer support systems
  • Creating structured data extraction tools from unstructured text
  • Implementing AI-driven decision-making systems
  • Designing complex AI workflows with multiple agents and tools
  • Developing AI-assisted content generation applications
  • Building AI-powered data analysis and reporting tools

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