A new State-Path tool menu orders prerequisite tools before the final action, raising online success on ToolBench from 0.737 to 0.898.
Researchers introduced the State-Path Tool Menu, which selects a short ordered subset of tools for an agent to call. The menu learns execution routes and reorders producers before consumers, improving success rates on the ToolBench benchmark.
Developers can adopt the State-Path menu as a pre‑execution layer, requiring only the provided code.
Add the State-Path menu module to an existing tool‑using agent to improve multi‑step task reliability.
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