app.py

import pandas as pd

def create_dataframe(file_path):
    # Read the CSV file into a Pandas dataframe
    df = pd.read_csv(file_path)
    
    # Create dynamic filters for each field
    filters = {}
    for col in df.columns:
        filters[col] = df[col].unique().tolist()
        
    return df, filters

if __name__ == '__main__':
    file_path = 'path/to/csv/file.csv'
    df, filters = create_dataframe(file_path)
    print('Dataframe:')
    print(df)
    print('\nFilters:')
    print(filters)