Update src/core/cognitive_engine.py

src/core/cognitive_engine.py

@@ -4,19 +4,24 @@ import json
 import re
 
 class CognitiveEngine:
-    def __init__(self):
-        # Use CPU-only inference for compatibility
-        self.model = AutoModelForCausalLM.from_pretrained(
-            "TheBloke/TinyLlama-1.1B-Chat-v1.0-GGUF",
-            model_file="tinyllama-1.1b-chat-v1.0.Q4_K_M.gguf",
-            model_type="llama",
-            gpu_layers=0,  # CPU-only mode
-            context_length=2048,
-            threads=4
-        )
+    def __init__(self, model):
+        self.model = model
         self.knowledge_file = "knowledge/state.json"
         self.load_knowledge()
         
+    def identify_improvements(self, task_description):
+        prompt = f"What improvements can be made to the following task?\n\nTask: {task_description}\n\nRespond with 3 bullet points."
+        response = self.model(prompt)
+        return response.strip().split("\n")
+
+    def generate_enhancements(self, improvements):
+        prompt = f"Generate code changes based on the following improvements:\n{chr(10).join(improvements)}"
+        return self.model(prompt)
+
+    def apply_enhancements(self, code_updates):
+        print("[Simulated Apply] Applying:\n", code_updates)
+        return True       
+        
     def load_knowledge(self):
         try:
             with open(self.knowledge_file, "r") as f: