Fixed app v2

app.py

@@ -35,10 +35,17 @@ async def analyze_security_logs(request: LogRequest):
     try:
         # Security-focused prompt
         prompt = (
-            "Analyze the following network log data for any indicators of malicious activity, "
-            "such as unusual IP addresses, unauthorized access attempts, data exfiltration, or anomalies. "
-            "Provide details on potential threats, IPs involved, and suggest actions if any threats are detected.\n\n"
-            f"{request.log_data}"
+            "You are an advanced cybersecurity analysis assistant. Carefully analyze the following network log data for any indicators of malicious or suspicious activity. "
+            "Specifically, look for patterns or unusual events that might suggest unauthorized access, data exfiltration, suspicious IP addresses, frequent access attempts, "
+            "or other anomalies. Provide a detailed analysis that includes:\n\n"
+            "1. A list of any suspicious IP addresses with explanations of why they are flagged as such.\n"
+            "2. Any patterns or sequences in the logs that could indicate an ongoing attack or probing activity.\n"
+            "3. Identified unauthorized access attempts, with details on the methods or vulnerabilities being exploited, if detectable.\n"
+            "4. Recommendations on immediate actions or mitigations the system administrator should take to address any identified threats.\n"
+            "5. An assessment of the overall security posture based on the log data, including any potential weaknesses or areas for improvement.\n\n"
+            "Log Data:\n"
+            f"{request.log_data}\n\n"
+            "Please provide a comprehensive response addressing all points in detail."
         )
 
         # Generate response with controlled max tokens