feat: интеграция ML-скоринга с использованием RAG и DeepSeek

- Обновлен Dockerfile для установки необходимых зависимостей.
- Добавлены новые переменные окружения для настройки ML-скоринга в env.example.
- Реализованы методы для получения и обновления ML-скоров в AsyncBotDB и PostRepository.
- Обновлены обработчики публикации постов для интеграции ML-скоринга.
- Добавлен новый обработчик для получения статистики ML-скоринга в админ-панели.
- Обновлены функции для форматирования сообщений с учетом ML-скоров.
This commit is contained in:
2026-01-26 18:40:38 +03:00
parent e2b1353408
commit 7f6f0f028c
25 changed files with 2833 additions and 52 deletions

View File

@@ -35,11 +35,11 @@ sleep = asyncio.sleep
class PrivateHandlers:
"""Main handler class for private messages"""
def __init__(self, db: AsyncBotDB, settings: BotSettings, s3_storage=None):
def __init__(self, db: AsyncBotDB, settings: BotSettings, s3_storage=None, scoring_manager=None):
self.db = db
self.settings = settings
self.user_service = UserService(db, settings)
self.post_service = PostService(db, settings, s3_storage)
self.post_service = PostService(db, settings, s3_storage, scoring_manager)
self.sticker_service = StickerService(settings)
self.router = Router()
@@ -240,18 +240,24 @@ class PrivateHandlers:
# Factory function to create handlers with dependencies
def create_private_handlers(db: AsyncBotDB, settings: BotSettings, s3_storage=None) -> PrivateHandlers:
def create_private_handlers(db: AsyncBotDB, settings: BotSettings, s3_storage=None, scoring_manager=None) -> PrivateHandlers:
"""Create private handlers instance with dependencies"""
return PrivateHandlers(db, settings, s3_storage)
return PrivateHandlers(db, settings, s3_storage, scoring_manager)
# Legacy router for backward compatibility
private_router = Router()
# Флаг инициализации для защиты от повторного вызова
_legacy_router_initialized = False
# Initialize with global dependencies (for backward compatibility)
def init_legacy_router():
"""Initialize legacy router with global dependencies"""
global private_router
global private_router, _legacy_router_initialized
if _legacy_router_initialized:
return
from helper_bot.utils.base_dependency_factory import get_global_instance
@@ -269,11 +275,13 @@ def init_legacy_router():
db = bdf.get_db()
s3_storage = bdf.get_s3_storage()
handlers = create_private_handlers(db, settings, s3_storage)
scoring_manager = bdf.get_scoring_manager()
handlers = create_private_handlers(db, settings, s3_storage, scoring_manager)
# Instead of trying to copy handlers, we'll use the new router directly
# This maintains backward compatibility while using the new architecture
private_router = handlers.router
_legacy_router_initialized = True
# Initialize legacy router
init_legacy_router()