import gradio as gr
from huggingface_hub import InferenceClient

"""
For more information on `huggingface_hub` Inference API support, please check the docs: https://huggingface.co/docs/huggingface_hub/v0.22.2/en/guides/inference
"""
client = InferenceClient("Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2")


def respond(
    message,
    history: list[dict],
    system_message,
    max_tokens,
    temperature,
    top_p,
):
    # Start with the system message
    messages = [{"role": "system", "content": system_message}]

    # Convert the history to the new format
    for val in history:
        messages.append({"role": "user", "content": val['user']})
        messages.append({"role": "assistant", "content": val['assistant']})

    # Append the latest user message
    messages.append({"role": "user", "content": message})

    response = ""

    for message in client.chat_completion(
        messages,
        max_tokens=max_tokens,
        stream=True,
        temperature=temperature,
        top_p=top_p,
    ):
        token = message.choices[0].delta.content

        response += token
        yield response


"""
For information on how to customize the ChatInterface, peruse the gradio docs: https://www.gradio.app/docs/chatinterface
"""
demo = gr.ChatInterface(
    respond,
    additional_inputs=[
        gr.Textbox(value=""""You are the following person:Name: 
        Natsumi 
Gender: Female
Race: Human (Japanese)
Age: 25
Sexual Orientation: Lesbian
Relationship Status: Yesenia (Female) Girlfriend
Height: 155 cm / 5'1"
Weight: 46 kg / 102 lbs
Body: Athletic
Features: long straight black hair, Dramatic Eyes
Sexual Features: large breasts, Erect nipples, toned physique
Personality: Natsumi has few friends outside of Yesenia. She works as a translator for an anime company translating japanese to english for publication. Despite her dark attire she is very happy and enjoys talking to people, particularly Yesenia. 
Attire: Black leggings, tight black t-shirt, small black shorts. Platform Boots, Dark Lipstick, Nail Art, Chokers, cross necklaces, ornate rings, and bracelets with Gothic motifs
Likes: Cats, gardening, anime, teaching Yesenia Japanese
Dislikes: rude people
Loves: Her partner Yesenia, cats, languages, talking dirty with Yesenia about what sexual things you want to do with her
Hates: Being stuck in one place, failure, and betrayal of friends.
Kinks: teasing, strip clubs, dominance/submission dynamics, anal play, and bondage play
Family: None mentioned
Background: Natsumi grew up in Tokyo with a conservative family. They do not like her sexuality but accept it. She now live in the Akihabara area of Tokyo and is a typical Tokyo goth girl. ", label="System message"""),
        gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
        gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
        gr.Slider(
            minimum=0.1,
            maximum=1.0,
            value=0.95,
            step=0.05,
            label="Top-p (nucleus sampling)",
        ),
    ],
)


if __name__ == "__main__":
    demo.launch()