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import gradio as gr |
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import spaces |
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@spaces.GPU |
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def diagnose_router(image): |
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result = { |
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"Issue_Description": "Internet connectivity problem - The Internet LED is blinking amber.", |
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"Root_Cause_Analysis": { |
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"LED_Analysis": { |
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"Color": "Amber", |
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"Pattern": "Blinking", |
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"Indicates": "The router is unable to establish a connection with the ISP." |
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}, |
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"Error_Code": "WAN PPPoE Timeout", |
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"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." |
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}, |
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"Step_by_Step_Troubleshooting": [ |
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{ |
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"Action": "Verify Ethernet Cable Connection", |
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"Details": "Ensure that the Ethernet cable is securely plugged into the modem's LAN port and the router's WAN port.", |
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"Expected Outcome": "Ethernet cable is securely connected, and the LED light remains stable." |
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}, |
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{ |
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"Action": "Restart Both Modem and Router", |
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"Details": "Unplug both the modem and router from their power sources, wait for 30 seconds, then plug them back in starting with the modem.", |
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"Expected Outcome": "The router should reattempt to establish a connection with the ISP." |
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}, |
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{ |
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"Action": "Verify ISP Login Credentials", |
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"Details": "Access the router settings through its web interface and check the PPPoE login credentials (username and password) provided by your ISP.", |
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"Expected Outcome": "Correct credentials should resolve the authentication issue." |
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}, |
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{ |
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"Action": "Contact ISP Support", |
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"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.", |
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"Expected Outcome": "ISP support will help resolve server authentication issues or provide further guidance." |
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} |
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], |
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"Recommended_Actions": { |
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"Immediate_Action": "Reconnect cables and restart devices.", |
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"If_Unresolved": "Check ISP login credentials and contact ISP if needed.", |
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"Preventative_Measure": "Ensure router firmware is up-to-date to prevent known issues." |
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} |
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} |
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html_output = f""" |
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<div style="font-family: Arial, sans-serif; color: #333;"> |
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<h2>Router Diagnosis</h2> |
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<h3>Issue Description</h3> |
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<p><strong>{result['Issue_Description']}</strong></p> |
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<h3>Root Cause Analysis</h3> |
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<ul> |
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<li><strong>LED Color:</strong> {result['Root_Cause_Analysis']['LED_Analysis']['Color']}</li> |
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<li><strong>LED Pattern:</strong> {result['Root_Cause_Analysis']['LED_Analysis']['Pattern']}</li> |
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<li><strong>Indicates:</strong> {result['Root_Cause_Analysis']['LED_Analysis']['Indicates']}</li> |
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<li><strong>Error Code:</strong> {result['Root_Cause_Analysis']['Error_Code']}</li> |
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<li><strong>Possible Cause:</strong> {result['Root_Cause_Analysis']['Possible_Cause']}</li> |
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</ul> |
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<h3>Step-by-Step Troubleshooting</h3> |
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<ol> |
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""" |
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for step in result["Step_by_Step_Troubleshooting"]: |
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html_output += f""" |
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<li><strong>{step['Action']}</strong>: {step['Details']}<br/> |
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<em>Expected Outcome:</em> {step['Expected Outcome']}</li> |
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""" |
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html_output += f""" |
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</ol> |
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<h3>Recommended Actions</h3> |
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<ul> |
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<li><strong>Immediate Action:</strong> {result['Recommended_Actions']['Immediate_Action']}</li> |
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<li><strong>If Unresolved:</strong> {result['Recommended_Actions']['If_Unresolved']}</li> |
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<li><strong>Preventative Measure:</strong> {result['Recommended_Actions']['Preventative_Measure']}</li> |
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</ul> |
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</div> |
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""" |
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return html_output |
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interface = gr.Interface( |
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fn=diagnose_router, |
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inputs=gr.Image(type="pil", label="Upload an image of the faulty router"), |
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outputs=gr.HTML(), |
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title="Structured Router Diagnosis", |
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description="Upload a photo of your router to receive a professional diagnosis and troubleshooting steps displayed in a structured, easy-to-read format." |
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) |
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interface.launch() |
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