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Update app.py
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app.py
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import gradio as gr
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demo.launch()
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import gradio as gr
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with gr.Blocks(fill_height=True, css=".gradio-container {background-color: #f0f4f8;}") as demo:
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gr.Markdown(
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"""
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<style>
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.sidebar {background-color: #ffffff; border-right: 1px solid #e0e0e0; padding: 20px;}
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.main-content {padding: 20px;}
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.gr-button {border-radius: 8px; font-weight: bold;}
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</style>
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"""
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)
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with gr.Row():
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with gr.Column(scale=1, variant="panel", elem_classes="sidebar"):
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gr.Markdown("# Inference Provider")
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gr.Markdown("This Space showcases the openai/gpt-oss-20b model, served by the ultra-fast Groq API. Sign in with your Hugging Face account to access premium features.")
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button = gr.LoginButton("Sign in with Hugging Face")
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# Advanced feature: Model info accordion
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with gr.Accordion("Model Details", open=False):
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gr.Markdown("""
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- **Model**: openai/gpt-oss-20b
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- **Provider**: Groq API (low-latency inference)
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- **Capabilities**: Natural language generation, conversation, code assistance
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- **Max Tokens**: Up to 4096
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""")
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# Advanced feature: Quick links
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gr.Markdown("### Quick Links")
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gr.HTML('<a href="https://groq.com" target="_blank">Groq Website</a>')
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gr.HTML('<a href="https://huggingface.co" target="_blank">Hugging Face</a>')
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with gr.Column(scale=4, elem_classes="main-content"):
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# Load the model interface with authentication
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model_interface = gr.load("models/openai/gpt-oss-20b", accept_token=button, provider="groq")
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# Advanced feature: Wrap in Tabs for multi-view
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with gr.Tabs():
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with gr.Tab("Chat Mode"):
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# Assuming gr.load provides a chat-like interface, but enhance with custom chatbot if needed
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gr.Markdown("## Interactive Chat")
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chatbot = gr.Chatbot(height=500, show_label=False)
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msg = gr.Textbox(placeholder="Type your message here...", show_label=False)
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with gr.Row():
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submit_btn = gr.Button("Send", variant="primary")
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clear_btn = gr.Button("Clear Chat")
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# Advanced feature: Parameters for fine-tuning responses
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with gr.Accordion("Advanced Settings", open=False):
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temperature = gr.Slider(0, 2, value=1, step=0.1, label="Temperature (creativity)")
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max_tokens = gr.Slider(50, 2048, value=512, step=50, label="Max Tokens")
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system_prompt = gr.Textbox("You are a helpful AI assistant.", label="System Prompt")
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# Examples for quick start
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examples = gr.Examples(
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examples=[
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"Explain quantum computing in simple terms.",
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"Write a Python function to calculate Fibonacci numbers.",
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"Tell me a joke about programming."
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],
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inputs=msg
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)
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# Event handlers (simplified; assume integration with model)
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# Note: In a real setup, you'd connect these to a custom predict function using Groq API
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def chat_handler(message, history, temp, max_t, sys_prompt):
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# Placeholder: Integrate with Groq API call here
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response = f"Echo: {message} (temp={temp}, max={max_t}, sys={sys_prompt})"
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history.append((message, response))
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return "", history
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submit_btn.click(
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chat_handler,
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inputs=[msg, chatbot, temperature, max_tokens, system_prompt],
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outputs=[msg, chatbot]
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)
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clear_btn.click(lambda: None, None, chatbot)
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msg.submit(
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chat_handler,
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inputs=[msg, chatbot, temperature, max_tokens, system_prompt],
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outputs=[msg, chatbot]
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)
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with gr.Tab("API Playground"):
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gr.Markdown("## Test API Endpoints")
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input_text = gr.TextArea(placeholder="Enter your prompt here...")
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output_text = gr.TextArea(label="Response")
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generate_btn = gr.Button("Generate")
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# Placeholder for API call
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def generate(prompt):
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return f"Generated response for: {prompt}"
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generate_btn.click(generate, input_text, output_text)
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with gr.Tab("Documentation"):
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gr.Markdown("""
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# Usage Guide
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- Log in to access the model.
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- Use the chat for conversations.
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- Adjust parameters for customized responses.
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- Explore the API playground for direct testing.
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""")
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demo.launch()
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