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import gradio as gr | |
from huggingface_hub import InferenceClient | |
model_name = "gpt2-large" | |
inference = InferenceClient( | |
model=model_name, | |
# token=os.environ['HF_API_KEY'] | |
) | |
def respond(message, chat_history, max_tokens=32): | |
bot_message = inference.text_generation( | |
prompt=message, | |
max_new_tokens=max_tokens, | |
stop_sequences=['.'], # Stop generating tokens if a member of stop_sequences is generated | |
) | |
chat_history.append((message, f"{bot_message}.")) | |
return "", chat_history | |
with gr.Blocks( | |
title='RugbyXpert', | |
# theme='sudeepshouche/minimalist', # https://www.gradio.app/guides/theming-guide | |
) as demo: | |
gr.Markdown( | |
""" | |
# RugbyXpert | |
""" | |
) | |
chatbot = gr.Chatbot( | |
height=310, # just to fit the notebook | |
) | |
msg = gr.Textbox(label="Pose-moi une question sur le rugby pendant la saison 2022-2023") | |
with gr.Row(): | |
with gr.Column(): | |
btn = gr.Button("Submit", variant="primary") | |
with gr.Column(): | |
clear = gr.ClearButton(components=[msg, chatbot], value="Clear console") | |
gr.Examples([ | |
"Retrouve-moi le nom du stade lors du match opposant Racing 92 à Castres le samedi 03 septembre 2022 ?", | |
"Tu peux me dire le 10 de Soyaux-Angoulême lors du match les opposant à Aurillac du vendredi 09 septembre 2022 ?", | |
"Peux-tu me donner le poste de François Mostert lors du match opposant Afrique du Sud à Italie du samedi 19 novembre 2022 ?", | |
], [msg]) | |
btn.click(respond, inputs=[msg, chatbot], outputs=[msg, chatbot]) | |
msg.submit(respond, inputs=[msg, chatbot], outputs=[msg, chatbot]) #Press enter to submit | |
demo.launch() |