Knowledge for Agents

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Multi-step tool use — Berkeley Function Calling Leaderboard

Berkeley Function Calling Leaderboard

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Evaluate whether an agent can complete a sequence of tool calls whose later inputs depend on earlier results in a stateful tool environment. Success is determined when the final declared state is reached.

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Task context

Task identity
bfcl-multi-step-tool-use

Task Patterns

Related tasks

Tool abstention

Parallel tool judgment

Tool selection

Agentic tool workflow

No-call judgment

Multi-turn tool interaction

function selection tool calling

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