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| import gradio as gr | |
| from huggingface_hub import InferenceClient | |
| client = InferenceClient("Qwen/Qwen2.5-Coder-32B-Instruct") | |
| def respond(message, history, system_message, max_tokens, temperature, top_p): | |
| messages = [{"role": "system", "content": system_message}] | |
| for user_msg, assistant_msg in history: | |
| messages.extend([ | |
| {"role": "user", "content": user_msg}, | |
| {"role": "assistant", "content": assistant_msg} | |
| ]) | |
| messages.append({"role": "user", "content": message}) | |
| full_response = "" | |
| for chunk in client.chat_completion( | |
| messages, | |
| max_tokens=max_tokens, | |
| stream=True, | |
| temperature=temperature, | |
| top_p=top_p, | |
| ): | |
| token = chunk.choices[0].delta.content or "" | |
| full_response += token | |
| yield full_response | |
| custom_css = """ | |
| :root { | |
| --primary: #2563eb; | |
| --primary-dark: #1d4ed8; | |
| --dark: #1e293b; | |
| --light: #f8fafc; | |
| --gray: #94a3b8; | |
| --success: #10b981; | |
| } | |
| body { | |
| font-family: 'Inter', sans-serif; | |
| background-color: #f1f5f9 !important; | |
| } | |
| .message-user { | |
| background: white !important; | |
| border-left: 4px solid var(--primary) !important; | |
| } | |
| .message-assistant { | |
| background: white !important; | |
| border-left: 4px solid var(--success) !important; | |
| } | |
| .code-block { | |
| background-color: #0f172a !important; | |
| color: #e2e8f0 !important; | |
| font-family: 'Fira Code', monospace !important; | |
| padding: 1rem !important; | |
| border-radius: 0.5rem !important; | |
| margin: 0.5rem 0 !important; | |
| } | |
| .settings-panel { | |
| background: #f8fafc !important; | |
| padding: 1rem !important; | |
| border-radius: 0.5rem !important; | |
| margin-bottom: 1rem !important; | |
| } | |
| .avatar { | |
| width: 32px !important; | |
| height: 32px !important; | |
| border-radius: 50% !important; | |
| display: flex !important; | |
| align-items: center !important; | |
| justify-content: center !important; | |
| } | |
| .avatar-user { background: var(--primary) !important; } | |
| .avatar-bot { background: var(--success) !important; } | |
| """ | |
| with gr.Blocks(css=custom_css, title="Qwen2.5 Coder - AI Assistant") as demo: | |
| # Header | |
| gr.Markdown(""" | |
| <div class="flex items-center justify-between p-4 border-b"> | |
| <h1 class="text-xl font-semibold">Chat with Qwen2.5 Coder</h1> | |
| <div class="flex gap-2"> | |
| <button class="p-2 rounded-full hover:bg-gray-100"> | |
| <i class="fas fa-cog text-gray-500"></i> | |
| </button> | |
| <button class="p-2 rounded-full hover:bg-gray-100"> | |
| <i class="fas fa-question-circle text-gray-500"></i> | |
| </button> | |
| </div> | |
| </div> | |
| """) | |
| # Main Content | |
| with gr.Row(): | |
| # Sidebar | |
| with gr.Column(scale=1, min_width=256): | |
| with gr.Blocks(): | |
| gr.Markdown(""" | |
| <div class="p-4 border-b flex items-center gap-3"> | |
| <div class="avatar avatar-bot text-white">Q</div> | |
| <div> | |
| <h2 class="font-semibold">Qwen2.5 Coder</h2> | |
| <p class="text-xs text-gray-500">32B Instruct</p> | |
| </div> | |
| </div> | |
| """) | |
| gr.Button("New Chat", variant="primary", size="sm", icon="fa-plus") | |
| gr.Markdown("""<div class="p-2 text-sm font-medium text-gray-500">Recent Chats</div>""") | |
| gr.Chatbot(label="Chat History", elem_classes="overflow-y-auto h-[calc(100vh-240px)]") | |
| # Main Chat Area | |
| with gr.Column(scale=3): | |
| chatbot = gr.Chatbot( | |
| elem_classes="h-[calc(100vh-240px)] overflow-y-auto", | |
| bubble_full_width=False, | |
| avatar_images=( | |
| None, | |
| "https://i.ibb.co/4sYt3yd/robot.png" # Replace with your bot avatar | |
| ) | |
| ) | |
| # Settings Panel | |
| with gr.Accordion("Settings", open=False, elem_classes="settings-panel"): | |
| system_msg = gr.Textbox( | |
| "You are a helpful AI assistant that specializes in coding and technical questions.", | |
| label="System Message" | |
| ) | |
| max_tokens = gr.Slider(1, 200000, 512, label="Max Tokens") | |
| temperature = gr.Slider(0.1, 4.0, 0.7, label="Temperature") | |
| top_p = gr.Slider(0.1, 1.0, 0.95, label="Top-p") | |
| # Input Area | |
| with gr.Row(): | |
| msg = gr.Textbox( | |
| placeholder="Type your message here...", | |
| lines=2, | |
| max_lines=8, | |
| autofocus=True, | |
| container=False, | |
| ) | |
| submit_btn = gr.Button("Send", variant="primary", size="sm", icon="fa-paper-plane") | |
| gr.Markdown(""" | |
| <p class="text-xs text-gray-500 mt-2"> | |
| Qwen2.5 Coder may produce inaccurate information about people, places, or facts. | |
| </p> | |
| """) | |
| # Event Handlers | |
| msg.submit( | |
| respond, | |
| [msg, chatbot, system_msg, max_tokens, temperature, top_p], | |
| [chatbot, msg], | |
| api_name="respond" | |
| ).then(lambda: None, None, msg, queue=False) | |
| submit_btn.click( | |
| respond, | |
| [msg, chatbot, system_msg, max_tokens, temperature, top_p], | |
| [chatbot, msg], | |
| api_name="respond" | |
| ) | |
| if __name__ == "__main__": | |
| demo.launch() |