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import gradio as gr | |
from huggingface_hub import InferenceClient | |
# Hugging Face inference client | |
client = InferenceClient("HuggingFaceH4/zephyr-7b-beta") | |
def respond(message, history, system_message, max_tokens, temperature, top_p): | |
messages = [{"role": "system", "content": system_message}] | |
for user_msg, bot_msg in history: | |
if user_msg: | |
messages.append({"role": "user", "content": user_msg}) | |
if bot_msg: | |
messages.append({"role": "assistant", "content": bot_msg}) | |
messages.append({"role": "user", "content": message}) | |
response = "" | |
for msg in client.chat_completion( | |
messages, | |
max_tokens=max_tokens, | |
stream=True, | |
temperature=temperature, | |
top_p=top_p, | |
): | |
token = msg.choices[0].delta.content | |
response += token | |
yield response | |
# Enhanced UI with ChatGPT-like design | |
with gr.Blocks(theme=gr.themes.Default()) as demo: | |
gr.Markdown(""" | |
<h1 style='text-align: center;'>💬 AI Chat Assistant</h1> | |
<p style='text-align: center;'>A sleek and interactive chatbot experience powered by AI.</p> | |
""") | |
with gr.Row(): | |
system_message = gr.Textbox( | |
value="You are a helpful and intelligent assistant.", | |
label="System Message", | |
interactive=True, | |
show_label=False, | |
elem_id="system-message", | |
) | |
with gr.Row(): | |
max_tokens = gr.Slider( | |
minimum=1, maximum=2048, value=512, step=1, label="Max Tokens" | |
) | |
temperature = gr.Slider( | |
minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature" | |
) | |
top_p = gr.Slider( | |
minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p" | |
) | |
with gr.Box(): | |
chatbot = gr.ChatInterface( | |
respond, | |
additional_inputs=[system_message, max_tokens, temperature, top_p], | |
bubble_colors=("#007AFF", "#E5E5EA"), | |
show_copy_button=True, | |
elem_id="chat-container" | |
) | |
gr.Markdown(""" | |
<style> | |
#chat-container { | |
max-width: 800px; | |
margin: auto; | |
border-radius: 10px; | |
background: #f7f7f8; | |
padding: 20px; | |
} | |
#system-message input { | |
font-size: 16px; | |
border-radius: 8px; | |
} | |
</style> | |
""") | |
demo.launch() | |