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import gradio as gr | |
import openai | |
# Replace with your OpenAI API key | |
openai.api_key = "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" | |
def generate_question_and_answer(text): | |
response = openai.Completion.create( | |
engine="gpt-3.5-turbo-0301", | |
prompt=f"Create a multiple-choice question based on the following text: \"{text}\".\nQuestion: ", | |
max_tokens=50, | |
n=1, | |
) | |
question = response.choices[0].text.strip() | |
response = openai.Completion.create( | |
engine="gpt-3.5-turbo-0301", | |
prompt=f"Generate 4 possible answers for the question: \"{question}\" based on the text: \"{text}\".\n1. Answer A: \n2. Answer B: \n3. Answer C: \n4. Answer D: ", | |
max_tokens=50, | |
n=1, | |
) | |
answers_text = response.choices[0].text.strip() | |
answers = answers_text.split("\n") | |
return question, answers | |
def get_feedback(inputs, state): | |
text, user_answer, continue_quiz = inputs | |
if state is None: | |
state = {'step': 1, 'text': text} | |
if state['step'] == 1: | |
if text: | |
state['question'], state['answers'] = generate_question_and_answer(text) | |
state['step'] = 2 | |
return {"output": f"Question: {state['question']}\nOptions:\n" + "\n".join(state['answers']), "state": state} | |
else: | |
return {"output": "Please input text to generate a question.", "state": state} | |
iface = gr.Interface( | |
fn=get_feedback, | |
inputs=[ | |
gr.inputs.Textbox(lines=5, label="Input Text"), | |
gr.inputs.Radio(choices=["1", "2", "3", "4"], label="Your Answer", optional=True), | |
gr.inputs.Radio(choices=["Yes", "No"], label="Continue?", optional=True) | |
], | |
outputs=[ | |
gr.outputs.Textbox(label="Model Output"), | |
gr.outputs.State(label="State") | |
], | |
live=True | |
) | |
iface.launch() | |