ToolWeave: Structured Synthesis of Complex Multi-Turn Tool-Calling Dialogues

ToolWeave is a structured framework for synthesizing realistic multi-turn tool-calling dialogues, essential for LLMs to function as autonomous agents. It addresses challenges in existing synthetic data generation by supporting realistic multi-step workflows and reducing parameter hallucination.