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avoid selecting the same components too many times (#654)
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@@ -274,7 +274,7 @@ component_gen:
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You will be provided the feedback for the latest implementation.
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Please select the component you are going to improve the latest implementation or sota implementation.
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Please select the component you are going to improve the latest implementation or sota implementation.
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Please generate the output in JSON format following the format below:
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{{ component_output_format }}
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@@ -290,6 +290,7 @@ component_gen:
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{{ component_and_feedback_df }}
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Please choose the most proper component to focus on based on the information above. Please balance the exploration and exploitation.
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Avoid selecting the same component more than 5 times in a row to ensure that the chosen component is not overly repetitive.
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exp_and_feedback: |-
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