Build real training controller and first curriculum module

src/core/training_controller.py

@@ -1,12 +1,35 @@
+import json
+import os
+
+BASE_PATH = os.path.expanduser("~/vitalis_core")
+
 class TrainingController:
-    """
-    Handles the execution, benchmarking, and refinement of training modules.
-    """
-    def __init__(self, curriculum_path):
-        self.curriculum_path = curriculum_path
-
-    def run_module(self, module_id):
-        # Placeholder for training logic
-        print(f"Executing Training Module: {module_id}")
-        # Logic for automated benchmarking goes here
-        return {"status": "success", "score": 0.0}
+    def __init__(self):
+        self.curriculum_path = os.path.join(BASE_PATH, "storage/curriculum/modules")
+        self.log_path = os.path.join(BASE_PATH, "storage/benchmarks/training_log.txt")
+
+    def load_module(self, module_id):
+        path = os.path.join(self.curriculum_path, f"{module_id}.json")
+        if not os.path.exists(path):
+            return None
+        with open(path, 'r') as f:
+            return json.load(f)
+
+    def run_module(self, module_id, brain):
+        module = self.load_module(module_id)
+        if not module:
+            return {"status": "error", "message": f"Module {module_id} not found"}
+        results = []
+        for item in module.get("training_data", []):
+            response = brain.process(item["input"])
+            passed = item["expected"] in response
+            results.append({"input": item["input"], "response": response, "passed": passed})
+        self.log_results(module_id, results)
+        score = sum(1 for r in results if r["passed"]) / len(results) if results else 0
+        return {"status": "complete", "score": round(score, 2), "results": results}
+
+    def log_results(self, module_id, results):
+        with open(self.log_path, 'a') as f:
+            f.write(f"\nModule: {module_id}\n")
+            for r in results:
+                f.write(f"  {r['input']} -> {r['response']} | {'PASS' if r['passed'] else 'FAIL'}\n")

storage/curriculum/modules/module_01.json

@@ -1 +1,13 @@
-{"id": "module_01", "name": "Signals Intelligence Basics", "difficulty": 1}
+{
+    "module_id": "module_01",
+    "title": "Basic Input Recognition",
+    "description": "Trains Vitalis to correctly categorize basic input types",
+    "training_data": [
+        {"input": "how do you work", "expected": "QUERY_DETECTED"},
+        {"input": "what are you", "expected": "QUERY_DETECTED"},
+        {"input": "train me on this", "expected": "TRAINING_SIGNAL"},
+        {"input": "learn from this data", "expected": "TRAINING_SIGNAL"},
+        {"input": "hello", "expected": "INPUT_RECEIVED"},
+        {"input": "build something new", "expected": "INPUT_RECEIVED"}
+    ]
+}