Update app.py
Browse files
app.py
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@@ -3,51 +3,63 @@ import os
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from mistralai import Mistral
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api_key = os.getenv("MISTRAL_API_KEY")
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if not api_key:
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raise ValueError("MISTRAL_API_KEY not found in Secrets.")
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client = Mistral(api_key=api_key)
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def analyze_fault(log_input):
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if not log_input.strip():
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return "Please provide a factory log."
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prompt = f"""
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You are an industrial automation expert working in an ABB Smart Factory.
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Use Kepner-Tregoe (KT) structured problem analysis methodology.
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Factory Log:
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{log_input}
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---
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"""
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messages=[{"role": "user", "content": prompt}],
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temperature=0.2,
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max_tokens=800
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)
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return f"Error occurred: {str(e)}"
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with gr.Blocks(title="ABB Smart Factory – KT Fault Intelligence") as demo:
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gr.Markdown("## 🏭 ABB Smart Factory – AI KT Fault Intelligence System")
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analyze_button = gr.Button("Analyze Fault")
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analyze_button.click(analyze_fault, inputs=log_input, outputs=output)
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demo.launch(server_name="0.0.0.0", server_port=7860)
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from mistralai import Mistral
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api_key = os.getenv("MISTRAL_API_KEY")
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client = Mistral(api_key=api_key)
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def analyze_fault(log_input):
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if not log_input.strip():
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return "Please provide a factory log."
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prompt = f"""
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You are an industrial automation expert working in an ABB Smart Factory.
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Use Kepner-Tregoe (KT) structured problem analysis methodology.
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Follow strictly:
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1. Problem Description (What, Where, When, Extent)
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2. What IS analysis
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3. What IS NOT analysis
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4. Possible Causes
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5. Most Probable Root Cause
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6. Corrective Action
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7. Preventive Action
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8. Impact Assessment
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9. Severity Level (Low/Medium/High/Critical)
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10. Confidence Score (0-100%)
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Factory Log:
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---
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{log_input}
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Return output in structured JSON format only.
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"""
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response = client.chat.complete(
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model="mistral-large-latest",
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messages=[{"role": "user", "content": prompt}],
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temperature=0.2
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)
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return response.choices[0].message.content
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with gr.Blocks(title="ABB Smart Factory – KT Fault Intelligence") as demo:
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gr.Markdown("## 🏭 ABB Smart Factory – AI KT Fault Intelligence System")
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gr.Markdown("Paste Smart Factory Log below and analyze using structured KT methodology.")
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log_input = gr.Textbox(
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label="Factory Log Input",
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lines=12,
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placeholder="Paste factory PLC or robotic log here..."
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)
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output = gr.Textbox(
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label="AI KT Analysis Output",
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lines=20
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)
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analyze_button = gr.Button("Analyze Fault")
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analyze_button.click(analyze_fault, inputs=log_input, outputs=output)
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demo.launch(server_name="0.0.0.0", server_port=7860)
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