Create cognitive_engine.py

cognitive_engine.py

@@ -0,0 +1,61 @@
+import random
+import os
+
+class CognitiveEngine:
+    def identify_improvements(self, task):
+        issues = []
+        if random.random() > 0.7:
+            issues.append("Memory optimization")
+        if random.random() > 0.8:
+            issues.append("Error handling enhancement")
+        if "search" in task:
+            issues.append("Information retrieval accuracy")
+        return issues
+    
+    def generate_enhancements(self, targets):
+        enhancements = []
+        for target in targets:
+            if "memory" in target.lower():
+                enhancements.append("Optimized memory usage with caching")
+            elif "error" in target.lower():
+                enhancements.append("Added comprehensive error handling")
+            elif "retrieval" in target.lower():
+                enhancements.append("Improved search relevance algorithms")
+        return enhancements
+    
+    def apply_enhancements(self, enhancements):
+        # In a real system, this would modify the codebase
+        # For simulation, we'll just log the changes
+        print(f"Applying enhancements: {enhancements}")
+        with open("log.txt", "a") as log_file:
+            log_file.write(f"System enhancements applied: {enhancements}\n")
+        return True
+    
+    def generate_code(self, task, context):
+        return f'''# Generated code for: {task}
+import requests
+
+def main():
+    """Autonomously generated function"""
+    print("Hello from AI-generated code!")
+    print(f"Task context: {str(context)[:100]}...")
+    
+    # TODO: Implement actual functionality
+    return "Task completed successfully"
+
+if __name__ == "__main__":
+    main()
+'''
+    
+    def improve_code(self, code, review):
+        return f'''# Improved code based on review: "{review}"
+{code}
+
+# Added error handling based on review
+try:
+    # Existing implementation
+    pass
+except Exception as e:
+    print(f"Error occurred: {{str(e)}}")
+    # Additional error recovery logic
+'''