Update app.py

app.py

@@ -18,6 +18,8 @@ app.include_router(chat_controller.router)
 app.include_router(test_controller.router)
 app.include_router(admin_controller.router)
 
+BASE_PROJECTS_DIR = "/data/projects"
+
 def load_intent_model_on_startup(project_name, model_path):
     log(f"🔧 Intent modeli yükleniyor: {project_name} → {model_path}")
     try:
@@ -35,20 +37,27 @@ def load_intent_model_on_startup(project_name, model_path):
     except Exception as e:
         log(f"❌ Intent modeli yüklenemedi: {project_name}, Hata: {e}")
 
-# ⏩ Bu blok artık dışarıda çalışacak, hem __main__ hem uvicorn için
+# Startup yüklemeleri
 log("🌐 Servis başlatılıyor...")
 service_config.load(is_reload=False)
+
 for project_name in service_config.projects:
+    project_path = os.path.join(BASE_PROJECTS_DIR, project_name)
+    os.makedirs(project_path, exist_ok=True)
+    os.makedirs(os.path.join(project_path, "llm", "base_model"), exist_ok=True)
+    os.makedirs(os.path.join(project_path, "llm", "fine_tune"), exist_ok=True)
+    os.makedirs(os.path.join(project_path, "intent", "trained_model"), exist_ok=True)
+
     llm_config = service_config.get_project_llm_config(project_name)
     model_instance = LLMModel()
-    model_instance.setup(service_config, llm_config)
+    model_instance.setup(service_config, llm_config, project_path)
     llm_models[project_name] = model_instance
     log(f"✅ '{project_name}' için LLM modeli yüklendi.")
 
-    intent_model_path = llm_config.get("intent_model_path")
-    if intent_model_path:
+    intent_model_path = os.path.join(project_path, "intent", "trained_model")
+    if os.path.exists(intent_model_path):
         load_intent_model_on_startup(project_name, intent_model_path)
 
 if __name__ == "__main__":
     import uvicorn
-    uvicorn.run(app, host="0.0.0.0", port=7860)
+    uvicorn.run(app, host="0.0.0.0", port=7860)