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# 1. Import necessary libraries
import pandas as pd
import gradio as gr
import random
# Function to load Excel sheets and extract first column data from valid sheets
def load_excel_sheets(file_path):
# Load all sheets into a dictionary {sheet_name: DataFrame}
xls = pd.ExcelFile(file_path)
sheets = {sheet_name: pd.read_excel(xls, sheet_name=sheet_name).iloc[:, 0].dropna().tolist()
for sheet_name in xls.sheet_names}
return sheets
# Function to generate a random item from the selected sheet
def generate_random_item(sheet_name, sheets):
items = sheets.get(sheet_name, [])
if items:
return random.choice(items)
return "No items available."
# Gradio interface
def prompt_generator_interface(file_path):
# Load all the sheets and extract data from first column
sheets = load_excel_sheets(file_path)
# Define function for Gradio
def generate_prompt(sheet_name):
return generate_random_item(sheet_name, sheets)
# Create Gradio interface
interface = gr.Interface(
fn=generate_prompt, # Function to call for generating random item
inputs=gr.inputs.Dropdown(choices=list(sheets.keys()), label="Select Sheet"), # Dropdown to select sheet
outputs="text", # Output is a text
title="Excel Sheet Prompt Generator",
description="Select a sheet and generate a random item from that sheet"
)
return interface
# Create and launch the Gradio interface
if __name__ == "__main__":
# Path to your Excel file (adjust if needed)
file_path = 'Witness Prompt Generator.xlsm'
# Create and launch interface
interface = prompt_generator_interface(file_path)
interface.launch()