Create app.py

app.py

@@ -0,0 +1,22 @@
+import gradio as gr
+import json
+from model.anomaly_detector import detect_anomaly
+
+def process_input(json_input):
+    try:
+        input_data = json.loads(json_input)
+        result = detect_anomaly(input_data)
+        return json.dumps(result, indent=2)
+    except Exception as e:
+        return f"Error: {str(e)}"
+
+iface = gr.Interface(
+    fn=process_input,
+    inputs=gr.Textbox(label="Input JSON", lines=10, placeholder='Paste agent data in JSON format'),
+    outputs="text",
+    title="Agent Behavior Anomaly Detector",
+    description="Detects abnormal agent behavior using Isolation Forest"
+)
+
+if __name__ == "__main__":
+    iface.launch()