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NemotronProgressBudgetMiddleware( self, *, max_model_calls: int = _MAX_MODEL_CALLS, max_tool_results: int = _MAX_TOOL_RESULTS,
AgentMiddleware
Stop Ultra3-specific tool loops before they consume runaway context.
Short-circuit before another model call if progress budgets are exhausted.
Async variant of wrap_model_call.
wrap_model_call
