Toolflow

Lightweight research framework for LLM-based agents with structured output guarantees and automatic tool invocation

A minimal Python framework for LLM agents with structured outputs and automatic tool calling, built to drop into an existing pipeline. It does a few things and stays out of the way.

  • Structured output guarantees via schema validation
  • Automatic tool invocation and multi-step reasoning
  • Lightweight design for easy integration into existing systems

Source: GitHub