try to fix chart udates - wip

ANNOTATE/core/real_training_adapter.py

@@ -3439,14 +3439,8 @@ class RealTrainingAdapter:
         all_signals.sort(key=lambda x: x.get('timestamp', ''), reverse=True)
         return all_signals[:limit]
     
-    def _make_realtime_prediction_with_cache(self, model_name: str, symbol: str, data_provider, session: Dict) -> Tuple[Dict, bool]:
-        """
-        DEPRECATED: Use _make_realtime_prediction + _register_inference_frame instead.
-        This method is kept for backward compatibility but should be removed.
-        """
-        # Just call the regular prediction method
-        prediction = self._make_realtime_prediction(model_name, symbol, data_provider)
-        return prediction, False
+    # REMOVED: Deprecated _make_realtime_prediction_with_cache method
+    # Now using unified InferenceFrameReference system
         """
         Make a prediction and store input data frame for later training