Update app.py
Browse files
app.py
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import gradio as gr
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from huggingface_hub import InferenceClient
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"""
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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
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"""
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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def respond(
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message,
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history: list[tuple[str, str]],
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system_message,
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max_tokens,
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temperature,
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top_p,
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):
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messages = [{"role": "system", "content": system_message}]
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messages.append({"role": "assistant", "content": val[1]})
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messages.append({"role": "user", "content": message})
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response = ""
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for message in client.chat_completion(
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messages,
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max_tokens=max_tokens,
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top_p=top_p,
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):
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token = message.choices[0].delta.content
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response += token
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yield response
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"""
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demo = gr.ChatInterface(
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respond,
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additional_inputs=[
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gr.Textbox(value="You are a friendly Chatbot.", label="System
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max
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gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
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gr.Slider(
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],
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)
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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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from huggingface_hub import InferenceClient
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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def respond(message, history, system_message, max_tokens, temperature, top_p):
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messages = [{"role": "system", "content": system_message}]
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for user, assistant in history:
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if user:
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messages.append({"role": "user", "content": user})
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if assistant:
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messages.append({"role": "assistant", "content": assistant})
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messages.append({"role": "user", "content": message})
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response = ""
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for message in client.chat_completion(
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messages,
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max_tokens=max_tokens,
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top_p=top_p,
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):
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token = message.choices[0].delta.content
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response += token
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yield response
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# Custom CSS for improved visual appeal
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custom_css = """
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body {
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background-color: #f0f4f8;
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font-family: 'Arial', sans-serif;
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}
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.gradio-container {
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max-width: 800px !important;
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margin: auto;
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padding: 20px;
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border-radius: 15px;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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background-color: white;
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}
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.chat-window {
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border-radius: 10px;
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border: 1px solid #e0e0e0;
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}
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.chat-message {
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padding: 10px 15px;
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border-radius: 8px;
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margin: 5px 0;
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}
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.user-message {
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background-color: #e3f2fd;
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}
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.bot-message {
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background-color: #f1f8e9;
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}
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"""
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# Create the ChatInterface with custom styling
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demo = gr.ChatInterface(
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respond,
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additional_inputs=[
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gr.Textbox(value="You are a friendly Chatbot.", label="System Message", lines=2),
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max New Tokens"),
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gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
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gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p (Nucleus Sampling)"),
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],
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title="Enhanced AI Chatbot",
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description="Engage in a conversation with an AI powered by the Zephyr-7b-beta model.",
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theme="soft",
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css=custom_css,
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examples=[
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["Tell me a short story about a robot learning to paint."],
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["What are the main challenges in space exploration?"],
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["Explain quantum computing to a 10-year-old."]
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],
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)
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if __name__ == "__main__":
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demo.launch()
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