Create app.py

app.py

@@ -0,0 +1,74 @@
+import gradio as gr
+
+def analyze_ul_interference(data):
+
+    text = data.upper()
+
+    findings = []
+    causes = []
+    actions = []
+
+    if "UL SINR" in text or "SINR" in text:
+        findings.append("Poor uplink SINR detected")
+
+    if "BLER" in text:
+        findings.append("High uplink BLER condition detected")
+
+    if "RTWP" in text:
+        findings.append("Elevated RTWP/noise floor observed")
+
+    if "UL PRB" in text:
+        findings.append("High uplink resource utilization")
+
+    causes = [
+        "External uplink interference",
+        "Passive Intermodulation (PIM)",
+        "Overshooting sector",
+        "Faulty radio or feeder path",
+        "High uplink noise rise"
+    ]
+
+    actions = [
+        "Review RTWP trend history",
+        "Compare neighboring sector noise floor",
+        "Validate feeder and jumper integrity",
+        "Check uplink power control behavior",
+        "Perform spectrum sweep if available",
+        "Review recent site changes or maintenance"
+    ]
+
+    result = f"""
+# UL Interference Analysis
+
+## Findings
+{chr(10).join([f"- {x}" for x in findings])}
+
+## Likely Causes
+{chr(10).join([f"- {x}" for x in causes])}
+
+## Recommended Actions
+{chr(10).join([f"- {x}" for x in actions])}
+
+## Engineering Assessment
+Potential uplink interference condition identified based on submitted KPI and PM counter indicators.
+"""
+
+    return result
+
+demo = gr.Interface(
+    fn=analyze_ul_interference,
+    inputs=gr.Textbox(
+        lines=12,
+        label="Paste KPI / PM Counter Data",
+        value="""UL SINR = -7
+PUSCH BLER = 32%
+RTWP = -95
+UL PRB = 88%
+CQI Avg = 4"""
+    ),
+    outputs=gr.Markdown(),
+    title="UL Interference Analyzer",
+    description="AI-assisted uplink interference analysis using LTE/5G KPI and PM counter indicators."
+)
+
+demo.launch()