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Create workflow_conditions.py

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  1. workflow_conditions.py +31 -0
workflow_conditions.py ADDED
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+ from typing import Dict
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+ from config import config
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+
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+ def should_continue_groundedness(state: Dict) -> str:
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+ """Decides if groundedness is sufficient or needs improvement."""
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+ print("---------should_continue_groundedness---------")
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+ print("groundedness loop count: ", state['groundedness_loop_count'])
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+
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+ if state['groundedness_score'] >= config.GROUNDEDNESS_THRESHOLD:
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+ print("Moving to precision")
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+ return "check_precision"
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+ else:
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+ if state["groundedness_loop_count"] > state['loop_max_iter']:
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+ return "max_iterations_reached"
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+ else:
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+ print(f"---------Groundedness Score Threshold Not met. Refining Response-----------")
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+ return "refine_response"
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+
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+ def should_continue_precision(state: Dict) -> str:
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+ """Decides if precision is sufficient or needs improvement."""
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+ print("---------should_continue_precision---------")
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+ print("precision loop count: ", state['precision_loop_count'])
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+
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+ if state['precision_score'] >= config.PRECISION_THRESHOLD:
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+ return "pass"
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+ else:
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+ if state['precision_loop_count'] > state['loop_max_iter']:
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+ return "max_iterations_reached"
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+ else:
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+ print(f"---------Precision Score Threshold Not met. Refining Query-----------")
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+ return "refine_query"