Spaces:
Runtime error
Runtime error
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(text=None, user_answer=None, continue_quiz=None, state=None): | |
if state is None: | |
state = {} | |
if 'step' not in state: | |
state['step'] = 'get_text' | |
if state['step'] == 'get_text': | |
if text: | |
state['question'], state['answers'] = generate_question_and_answer(text) | |
state['step'] = 'get_answer' | |
return f"Question: {state['question']}\nOptions:\n" + "\n".join(state['answers']), state | |
else: | |
return "Please input text to generate a question.", 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"), | |
gr.inputs.Radio(choices=["Yes", "No"], label="Continue?") | |
], | |
outputs=[ | |
gr.outputs.Textbox(label="Model Output"), | |
gr.outputs.State(label="State") | |
], | |
live=True | |
) | |
iface.launch() | |