brain_speed.py

"""
brain_speed.py
Speed-optimized interface for multimodular_modul_v7
- Makes user replies faster after runtime is up
- Uses caching + warm-up
"""

import os
import time
import threading
import functools
from collections import OrderedDict
import importlib

# ------------------------------
# Cache Setup
# ------------------------------
CACHE_LIMIT = 50
_response_cache = OrderedDict()

def _cache_result(func):
    @functools.wraps(func)
    def wrapper(*args, **kwargs):
        key = str((args, tuple(sorted(kwargs.items()))))
        if key in _response_cache:
            _response_cache.move_to_end(key)
            return _response_cache[key]
        result = func(*args, **kwargs)
        _response_cache[key] = result
        if len(_response_cache) > CACHE_LIMIT:
            _response_cache.popitem(last=False)
        return result
    return wrapper

# ------------------------------
# Load + Warm-up
# ------------------------------
_brain = None
_is_ready = False

def _load_brain():
    global _brain, _is_ready
    if _brain is None:
        print("⚡ Loading brain (speed mode)...")
        start = time.time()
        _brain = importlib.import_module("multimodular_modul_v7")
        _is_ready = True
        print(f"✅ Brain ready in {time.time() - start:.2f}s")
        _warm_up()
    return _brain

def _warm_up():
    try:
        print("🔥 Warming up models...")
        _brain.process_input("Hello")
        print("✅ Warm-up complete")
    except Exception as e:
        print(f"⚠ Warm-up failed: {e}")

def preload_in_background():
    threading.Thread(target=_load_brain, daemon=True).start()

preload_in_background()

# ------------------------------
# Speed-optimized Proxies
# ------------------------------
@_cache_result
def process_input(text): return _load_brain().process_input(text)
@_cache_result
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