Update app.py

app.py

@@ -61,20 +61,23 @@ class ModelManager:
         if self.loaded:
             return global_data['models']
         
-        with ThreadPoolExecutor() as executor:
-            futures = [executor.submit(self.load_model, config) for config in model_configs]
-            models = []
-            for future in as_completed(futures):
-                model = future.result()
-                if model:
-                    models.append(model)
-        
-        global_data['models'] = models
-        self.loaded = True
-        return models
+        try:
+            with ThreadPoolExecutor() as executor:
+                futures = [executor.submit(self.load_model, config) for config in model_configs]
+                models = []
+                for future in as_completed(futures):
+                    model = future.result()
+                    if model:
+                        models.append(model)
+            
+            global_data['models'] = models
+            self.loaded = True
+            return models
+        except Exception:
+            pass
 
 model_manager = ModelManager()
-model_manager.load_all_models()  # Cargar modelos una vez al inicio
+model_manager.load_all_models()
 
 class ChatRequest(BaseModel):
     message: str
@@ -112,7 +115,7 @@ def remove_repetitive_responses(responses):
     seen = set()
     unique_responses = []
     for response in responses:
-        normalized_response = remove_duplicates(response['response'])
+        normalized_response = normalize_input(response['response'])
         if normalized_response not in seen:
             seen.add(normalized_response)
             unique_responses.append(response)
@@ -144,5 +147,8 @@ async def generate(request: ChatRequest):
     except Exception:
         raise HTTPException(status_code=500, detail="Internal Server Error")
 
+def select_best_response(responses):
+    return responses[0] if responses else {}
+
 if __name__ == "__main__":
     uvicorn.run(app, host="0.0.0.0", port=7860)