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Address PR feedback: Add validation, error handling, refactoring, and tests
Co-Authored-By: Joe Moura <joao@crewai.com>
This commit is contained in:
@@ -81,7 +81,7 @@ class CrewAgentExecutor(CrewAgentExecutorMixin):
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self.respect_context_window = respect_context_window
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self.request_within_rpm_limit = request_within_rpm_limit
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self.ask_for_human_input = False
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self.ask_human_input_function = None
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self.ask_human_input_function: Optional[Callable[[str], str]] = None
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self.messages: List[Dict[str, str]] = []
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self.iterations = 0
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self.log_error_after = 3
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@@ -535,17 +535,17 @@ class CrewAgentExecutor(CrewAgentExecutorMixin):
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Returns:
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AgentFinish: The final answer after processing feedback
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"""
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# Get output from either return_values dict or output attribute
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output = ""
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if hasattr(formatted_answer, "return_values") and formatted_answer.return_values:
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output = formatted_answer.return_values.get("output", "")
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elif hasattr(formatted_answer, "output"):
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output = formatted_answer.output
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output = self._extract_output_from_agent_finish(formatted_answer)
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# Use custom function if provided, otherwise use default
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if self.ask_human_input_function and callable(self.ask_human_input_function):
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human_feedback = self.ask_human_input_function(output)
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else:
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try:
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if self.ask_human_input_function and callable(self.ask_human_input_function):
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human_feedback = self.ask_human_input_function(output)
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else:
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human_feedback = self._ask_human_input(output)
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except Exception as e:
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# Fallback to default method if custom method fails
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print(f"Error using custom input function: {str(e)}. Falling back to default.")
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human_feedback = self._ask_human_input(output)
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if self._is_training_mode():
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@@ -585,21 +585,30 @@ class CrewAgentExecutor(CrewAgentExecutorMixin):
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self.ask_for_human_input = False
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else:
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answer = self._process_feedback_iteration(feedback)
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# Get output from either return_values dict or output attribute
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output = ""
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if hasattr(answer, "return_values") and answer.return_values:
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output = answer.return_values.get("output", "")
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elif hasattr(answer, "output"):
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output = answer.output
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output = self._extract_output_from_agent_finish(answer)
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# Use custom function if provided, otherwise use default
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if self.ask_human_input_function and callable(self.ask_human_input_function):
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feedback = self.ask_human_input_function(output)
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else:
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try:
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if self.ask_human_input_function and callable(self.ask_human_input_function):
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feedback = self.ask_human_input_function(output)
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else:
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feedback = self._ask_human_input(output)
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except Exception as e:
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# Fallback to default method if custom method fails
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print(f"Error using custom input function: {str(e)}. Falling back to default.")
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feedback = self._ask_human_input(output)
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return answer
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def _extract_output_from_agent_finish(self, agent_finish: AgentFinish) -> str:
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"""Extract output from an AgentFinish object."""
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output = ""
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if hasattr(agent_finish, "return_values") and agent_finish.return_values:
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output = agent_finish.return_values.get("output", "")
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elif hasattr(agent_finish, "output"):
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output = agent_finish.output
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return output
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def _process_feedback_iteration(self, feedback: str) -> AgentFinish:
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"""Process a single feedback iteration."""
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self.messages.append(
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