Spaces:
Running
on
Zero
Running
on
Zero
| import gradio as gr | |
| import spaces | |
| # Function to mock the VLLM interpretation and return structured HTML | |
| def diagnose_router(image): | |
| # Structured diagnosis and solution | |
| result = { | |
| "Issue_Description": "Internet connectivity problem - The Internet LED is blinking amber.", | |
| "Root_Cause_Analysis": { | |
| "LED_Analysis": { | |
| "Color": "Amber", | |
| "Pattern": "Blinking", | |
| "Indicates": "The router is unable to establish a connection with the ISP." | |
| }, | |
| "Error_Code": "WAN PPPoE Timeout", | |
| "Possible_Cause": "This error suggests the router cannot authenticate with the ISP's server, likely due to incorrect login credentials or an ISP-side issue." | |
| }, | |
| "Step_by_Step_Troubleshooting": { | |
| "Step_1": { | |
| "Action": "Verify Ethernet Cable Connection", | |
| "Details": "Ensure that the Ethernet cable is securely plugged into the modem's LAN port and the router's WAN port.", | |
| "Expected Outcome": "Ethernet cable is securely connected, and the LED light remains stable." | |
| }, | |
| "Step_2": { | |
| "Action": "Restart Both Modem and Router", | |
| "Details": "Unplug both the modem and router from their power sources, wait for 30 seconds, then plug them back in starting with the modem.", | |
| "Expected Outcome": "The router should reattempt to establish a connection with the ISP." | |
| }, | |
| "Step_3": { | |
| "Action": "Verify ISP Login Credentials", | |
| "Details": "Access the router settings through its web interface and check the PPPoE login credentials (username and password) provided by your ISP.", | |
| "Expected Outcome": "Correct credentials should resolve the authentication issue." | |
| }, | |
| "Step_4": { | |
| "Action": "Contact ISP Support", | |
| "Details": "If the above steps don't work, contact your ISP to check for any issues on their end such as outages or account problems.", | |
| "Expected Outcome": "ISP support will help resolve server authentication issues or provide further guidance." | |
| } | |
| }, | |
| "Recommended_Actions": { | |
| "Immediate_Action": "Reconnect cables and restart devices.", | |
| "If_Unresolved": "Check ISP login credentials and contact ISP if needed.", | |
| "Preventative_Measure": "Ensure router firmware is up-to-date to prevent known issues." | |
| } | |
| } | |
| # Generate HTML content for structured display | |
| html_output = f""" | |
| <div style="font-family: Arial, sans-serif; color: #333;"> | |
| <h2>Router Diagnosis</h2> | |
| <h3>Issue Description</h3> | |
| <p><strong>{result['Issue_Description']}</strong></p> | |
| <h3>Root Cause Analysis</h3> | |
| <ul> | |
| <li><strong>LED Color:</strong> {result['Root_Cause_Analysis']['LED_Analysis']['Color']}</li> | |
| <li><strong>LED Pattern:</strong> {result['Root_Cause_Analysis']['LED_Analysis']['Pattern']}</li> | |
| <li><strong>Indicates:</strong> {result['Root_Cause_Analysis']['LED_Analysis']['Indicates']}</li> | |
| <li><strong>Error Code:</strong> {result['Root_Cause_Analysis']['Error_Code']}</li> | |
| <li><strong>Possible Cause:</strong> {result['Root_Cause_Analysis']['Possible_Cause']}</li> | |
| </ul> | |
| <h3>Step-by-Step Troubleshooting</h3> | |
| <ol> | |
| """ | |
| # Loop through each step in the troubleshooting process | |
| for step_key, step_data in result["Step_by_Step_Troubleshooting"].items(): | |
| html_output += f""" | |
| <li><strong>{step_data['Action']}</strong>: {step_data['Details']}<br/> | |
| <em>Expected Outcome:</em> {step_data['Expected Outcome']}</li> | |
| """ | |
| html_output += f""" | |
| <h3>Recommended Actions</h3> | |
| <ul> | |
| <li><strong>Immediate Action:</strong> {result['Recommended_Actions']['Immediate_Action']}</li> | |
| <li><strong>If Unresolved:</strong> {result['Recommended_Actions']['If_Unresolved']}</li> | |
| <li><strong>Preventative Measure:</strong> {result['Recommended_Actions']['Preventative_Measure']}</li> | |
| </ul> | |
| """ | |
| return html_output | |
| # Gradio UI | |
| interface = gr.Interface( | |
| fn=diagnose_router, | |
| inputs=gr.Image(type="pil", label="Upload an image of the faulty router"), | |
| outputs=gr.HTML(), | |
| title="Structured Router Diagnosis", | |
| description="Upload a photo of your router to receive a professional diagnosis and troubleshooting steps displayed in a structured, easy-to-read format." | |
| ) | |
| # Launch the UI | |
| interface.launch() | |