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from huggingface_hub import InferenceClient | |
import gradio as gr | |
import random | |
# Set up the client for FLAN-T5-XL model inference | |
client = InferenceClient("google/flan-t5-xl") | |
def generate_text(prompt, max_length=500): | |
response = client.text_generation(prompt, max_new_tokens=max_length, temperature=0.7) | |
return response | |
def debate_assistant(topic, stance): | |
# Generate the main argument | |
argument_prompt = f"""Generate a comprehensive argument for the following debate topic: | |
Topic: {topic} | |
Stance: {stance} | |
Include: | |
1. Main claim | |
2. Three supporting points | |
3. Potential counterargument | |
4. Rebuttal | |
5. Conclusion""" | |
argument = generate_text(argument_prompt, max_length=600) | |
# Generate a counterargument | |
counter_prompt = f"""Generate a counterargument for the following debate topic: | |
Topic: {topic} | |
Original Stance: {stance} | |
Include: | |
1. Counter-claim | |
2. Three rebuttals | |
3. New supporting point | |
4. Conclusion""" | |
counterargument = generate_text(counter_prompt, max_length=600) | |
# Generate analysis | |
analysis_prompt = f"""Analyze the debate on the following topic: | |
Topic: {topic} | |
Provide: | |
1. Topic categorization | |
2. Two ethical considerations | |
3. Three discussion questions""" | |
analysis = generate_text(analysis_prompt, max_length=400) | |
return f"""Argument ({stance}): | |
{argument} | |
Counterargument: | |
{counterargument} | |
Analysis: | |
{analysis}""" | |
def suggest_topic(): | |
topics = [ | |
"Should artificial intelligence be regulated?", | |
"Is universal basic income a viable economic policy?", | |
"Should voting be mandatory?", | |
"Is space exploration a worthwhile investment?", | |
"Should gene editing in humans be allowed?", | |
"Is nuclear energy the solution to climate change?", | |
"Should social media platforms be held responsible for user content?", | |
"Is a four-day work week beneficial for society?", | |
"Should animal testing be banned?", | |
"Is globalization overall positive or negative for developing countries?" | |
] | |
return random.choice(topics) | |
# Create the Gradio interface | |
iface = gr.Interface( | |
fn=debate_assistant, | |
inputs=[ | |
gr.Textbox(label="Debate Topic", placeholder="Enter a topic or click 'Suggest Topic'"), | |
gr.Radio(["For", "Against"], label="Stance") | |
], | |
outputs=gr.Textbox(label="Generated Debate Content"), | |
title="AI-powered Debate Assistant (FLAN-T5-XL)", | |
description="Enter a debate topic and choose a stance to generate arguments, counterarguments, and analysis.", | |
examples=[ | |
["Should artificial intelligence be regulated?", "For"], | |
["Is universal basic income a viable economic policy?", "Against"], | |
["Should gene editing in humans be allowed?", "For"] | |
] | |
) | |
iface.launch() |