Agent Frameworks

LangGraph: low-level agent framework from LangChain for building stateful, multi-step data pipeline agents with explicit graphs.

pip install langgraph

Pydantic-AI: type-safe agent framework from the Pydantic team. Structured outputs, function tools, and dependency injection for production data agents.

pip install pydantic-ai