Rename codrioagix to Codriaoagix.py

codrioagix → Codriaoagix.py

@@ -21,6 +21,7 @@ from components.neural_symbolic import NeuralSymbolicProcessor
 from components.federated_learning import FederatedAI
 from utils.database import Database
 from utils.logger import logger
+from secure_memory import SecureMemorySession
 
 
 class AICoreAGIX:
@@ -40,6 +41,7 @@ class AICoreAGIX:
         self.federated_ai = FederatedAI()
         self._encryption_key = Fernet.generate_key()
         self.jwt_secret = "your_jwt_secret_key"
+        self.secure_memory = SecureMemorySession(self._encryption_key)
         self.speech_engine = pyttsx3.init()
 
     async def generate_response(self, query: str, user_id: int) -> Dict[str, Any]:
@@ -51,10 +53,14 @@ class AICoreAGIX:
             if result["status"] == "flagged":
                 logger.warning(result["warning"])
 
-            # Continue with safe processing
+            # Vectorize and encrypt
             vectorized_query = self._vectorize_query(query)
-            self.context_memory.add(np.array([vectorized_query]))
+            self.secure_memory.encrypt_vector(user_id, vectorized_query)
 
+            # (Optional) retrieve memory for continuity
+            user_vectors = self.secure_memory.decrypt_vectors(user_id)
+
+            # Main pipeline
             model_response = await self._generate_local_model_response(query)
             agent_response = self.multi_agent_system.delegate_task(query)
             self_reflection = self.self_reflective_ai.evaluate_response(query, model_response)