Added number_of_head_rows to pandas agent parameters #7271
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number_of_head_rows allows the user to select the number of rows to pass with the prompt when include_df_in_prompt is True. This gives the ability to control the token length and can be helpful in dealing with large dataframe.
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activenikhilg
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hwchase17
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Jul 6, 2023
| suffix: Optional[str] = None, | ||
| input_variables: Optional[List[str]] = None, | ||
| include_df_in_prompt: Optional[bool] = True, | ||
| number_of_head_rows: Optional[int] = 5, |
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Optional means this can be None. is that actually true? or should this just be int
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It should be int. The default value for df.head() is 5 (df.head(x) returns x number of rows from the dataframe). So, this way if the value for number_of_head_rows is not passed, the function will perform as it performed earlier with default value. But with this addition, we can also change the value when required.
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Description: Added number_of_head_rows as a parameter to pandas agent. number_of_head_rows allows the user to select the number of rows to pass with the prompt when include_df_in_prompt is True. This gives the ability to control the token length and can be helpful in dealing with large dataframe.
Tag maintainer: @hinthornw @baskaryan
Twitter handle: @activenikhilg