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| import gradio as gr | |
| import transformers | |
| import os | |
| import sys | |
| import openai | |
| from openai import Completion as complete | |
| mcq_prompt = "Generate French MCQs on the above text. Each MCQ must have four choices. Generate ten questions with answers:" | |
| openai.api_key = os.environ["openai_api_key"] | |
| access_code = os.environ["access_code"] | |
| def generate_questions(context, credentials, num_questions, mcq_prompt=mcq_prompt): | |
| """ | |
| Generate questions by calling davinci-003. | |
| """ | |
| prompt = context + mcq_prompt | |
| try: | |
| if credentials != access_code: | |
| return "mauvais code d'accès" | |
| else: | |
| try: | |
| completion = complete.create(model="text-davinci-003", prompt=prompt, max_tokens=1875) | |
| return str(completion.choices[0].text) | |
| except Exception as e: | |
| # return str(e) | |
| # return python version | |
| return str(sys.version) | |
| except: | |
| return str(sys.version) | |
| # def append_completion(selected_text, feedback): | |
| # return selected_text, selected_text + feedback | |
| with gr.Blocks() as demo: | |
| with gr.Row(): | |
| gr.Markdown("Pour créer des questions à choix multiples, insérez un texte dans la boîte à gauche, puis cliquez sur 'Générer dix questions.' Attention! N'oubliez pas le code d'accès.") | |
| credentials = gr.Textbox("Code d'accès.", interactive=True) | |
| with gr.Row(): | |
| with gr.Column(): | |
| quiz_button = gr.Button("Générer dix questions.") | |
| context = gr.Textbox(placeholder="Insérez le texte ici.", lines=10) | |
| slider = gr.Slider(minimum=1, maximum=10, value=5, step=1, label="Nombre de questions.") | |
| qa_pairs = gr.Textbox(placeholder="Les questions apparaîtront ici.", lines=17) | |
| #todo: test generating with just one phrase for one MCQ with smaller models | |
| quiz_button.click(fn=generate_questions, | |
| inputs=[context, credentials, slider], | |
| outputs=qa_pairs) | |
| if __name__ == "__main__": | |
| demo.launch() | |