Spaces:
Sleeping
Sleeping
| import os | |
| import gradio as gr | |
| from PIL import Image | |
| from typing import Tuple, Optional | |
| from dotenv import load_dotenv | |
| from .drying_agent import DryingAgent | |
| # Load environment variables | |
| load_dotenv() | |
| class DryingApp: | |
| def __init__(self): | |
| """Initialize the DryingApp with the agent and interface.""" | |
| self.agent = DryingAgent() | |
| def process_interaction( | |
| self, | |
| message: str, | |
| image: Optional[Image.Image], | |
| history: list | |
| ) -> Tuple[list, Optional[Image.Image]]: | |
| """Process user interaction and update chat history.""" | |
| if not message.strip(): | |
| return history, None | |
| try: | |
| # Get response from agent | |
| messages, processed_image = self.agent.process_message(message, image) | |
| # Update history with proper message format for Gradio 4.19.2 | |
| if not history: | |
| history = [] | |
| # Safely extract the assistant's response | |
| assistant_response = messages[1]["content"] if len(messages) > 1 else "I apologize, but I couldn't process your message." | |
| # Format as tuples (user_message, assistant_message) for Gradio 4.19.2 compatibility | |
| history.append((message, assistant_response)) | |
| return history, processed_image | |
| except Exception as e: | |
| print(f"Error in process_interaction: {str(e)}") | |
| if not history: | |
| history = [] | |
| history.append({"role": "assistant", "content": f"Error: {str(e)}"}) | |
| return history, None | |
| def reset_conversation(self): | |
| """Reset the conversation and agent state.""" | |
| self.agent.reset() | |
| return [], None | |
| def create_interface(self): | |
| """Create and configure the Gradio interface.""" | |
| with gr.Blocks( | |
| title="Item Drying Assistant", | |
| theme=gr.themes.Soft( | |
| primary_hue="blue", | |
| secondary_hue="gray" | |
| ), | |
| css=".gradio-container {max-width: 1200px; margin: auto;}" | |
| ) as interface: | |
| gr.Markdown("# Item Drying Assistant") | |
| gr.Markdown("Upload an image of a wet item and I'll help you dry it!") | |
| with gr.Row(): | |
| with gr.Column(scale=2): | |
| chatbot = gr.Chatbot( | |
| label="Chat History", | |
| height=400, | |
| show_label=True, | |
| layout="bubble", | |
| rtl=False, | |
| show_copy_button=True | |
| ) | |
| with gr.Row(): | |
| message = gr.Textbox( | |
| label="Your message", | |
| placeholder="Type your message here...", | |
| lines=2, | |
| max_lines=10, | |
| show_label=True, | |
| container=True | |
| ) | |
| submit = gr.Button("Send", variant="primary") | |
| reset = gr.Button("Reset", variant="secondary") | |
| with gr.Column(scale=1): | |
| image_input = gr.Image( | |
| label="Upload Image", | |
| type="pil", | |
| show_label=True, | |
| container=True, | |
| height=300, | |
| sources=["upload", "clipboard"] | |
| ) | |
| image_output = gr.Image( | |
| label="Processed Image", | |
| type="pil", | |
| show_label=True, | |
| container=True, | |
| height=300 | |
| ) | |
| # Set up event handlers | |
| submit.click( | |
| fn=self.process_interaction, | |
| inputs=[message, image_input, chatbot], | |
| outputs=[chatbot, image_output], | |
| api_name="process" | |
| ).then( | |
| fn=lambda: "", | |
| outputs=[message] | |
| ) | |
| message.submit( | |
| fn=self.process_interaction, | |
| inputs=[message, image_input, chatbot], | |
| outputs=[chatbot, image_output], | |
| api_name="process_enter" | |
| ).then( | |
| fn=lambda: "", | |
| outputs=[message] | |
| ) | |
| reset.click( | |
| fn=self.reset_conversation, | |
| inputs=[], | |
| outputs=[chatbot, image_output], | |
| api_name="reset" | |
| ) | |
| return interface | |
| def main(): | |
| """Main function to run the application.""" | |
| app = DryingApp() | |
| interface = app.create_interface() | |
| interface.launch( | |
| server_name="0.0.0.0", | |
| server_port=7860, | |
| share=False, # Disable sharing to avoid cross-origin issues | |
| show_error=True, | |
| allowed_paths=["test_images"], # Allow access to test images | |
| quiet=True # Reduce console output | |
| ) | |
| if __name__ == "__main__": | |
| main() |