import gradio as gr
from huggingface_hub import InferenceClient

# Initialize the inference client
client = InferenceClient("NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO")

def generate_response(prompt, max_length=512, temperature=0.7):
    """Generate a response from the model."""
    response = client.text_generation(
        prompt,
        max_new_tokens=max_length,
        temperature=temperature,
    )
    return response

# Define the Gradio interface
iface = gr.Interface(
    fn=generate_response,
    inputs=[
        gr.Textbox(label="Input Prompt"),
        gr.Slider(minimum=50, maximum=1024, value=512, step=50, label="Max Length"),
        gr.Slider(minimum=0.1, maximum=1.5, value=0.7, step=0.1, label="Temperature"),
    ],
    outputs=gr.Textbox(label="Generated Response"),
    title="Nous Hermes 2 Mixtral AI Chatbot",
    description="An interactive chatbot powered by Nous Hermes 2 Mixtral 8x7B DPO.",
)

# Launch the app
if __name__ == "__main__":
    iface.launch()