Create brain_lazy.py

brain_lazy.py

@@ -0,0 +1,57 @@
+"""
+brain_lazy.py
+Lazy loader for multimodular_modul_v7
+- Avoids Hugging Face runtime startup timeout
+- Loads brain in background while API/CLI starts instantly
+"""
+
+import os
+import importlib
+import threading
+import time
+
+# ------------------------------
+# Persistent storage cache setup
+# ------------------------------
+os.environ["TRANSFORMERS_CACHE"] = "/home/user/app/cache"
+os.environ["HF_HOME"] = "/home/user/app/cache"
+os.makedirs("/home/user/app/cache", exist_ok=True)
+
+# ------------------------------
+# Brain loader
+# ------------------------------
+_brain = None
+_is_loading = False
+_is_ready = False
+_lock = threading.Lock()
+
+def _load_brain():
+    global _brain, _is_ready, _is_loading
+    with _lock:
+        if _brain is None:
+            _is_loading = True
+            print("⏳ Loading multimodular brain (lazy mode)...")
+            start_time = time.time()
+            _brain = importlib.import_module("multimodular_modul_v7")
+            _is_ready = True
+            _is_loading = False
+            print(f"✅ Brain loaded in {time.time() - start_time:.2f} seconds.")
+    return _brain
+
+def preload_in_background():
+    threading.Thread(target=_load_brain, daemon=True).start()
+
+# Start background preload at import
+preload_in_background()
+
+# ------------------------------
+# Proxy functions
+# ------------------------------
+def process_input(text): return _load_brain().process_input(text)
+def search_kb(query): return _load_brain().search_kb(query)
+def upload_media(path): return _load_brain().upload_media(path)
+def backup_brain(): return _load_brain().backup_brain()
+def restore_brain(): return _load_brain().restore_brain()
+def show_creative_skills(): return _load_brain().show_creative_skills()
+def sync_status(): return _load_brain().sync_status()
+def is_ready(): return _is_ready