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import gradio as gr
import spaces
# Function to mock the VLLM interpretation and return structured HTML
@spaces.GPU
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 += """
</ol>
<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>
</div>
"""
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()
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