Toolflow

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

Minimal Python framework for LLM agents with structured outputs and automatic tool calling. Designed for production pipeline integration.

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

Source: GitHub