from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine, async_sessionmaker from sqlalchemy.orm import DeclarativeBase from sqlalchemy import event, text from app.config import get_settings settings = get_settings() engine = create_async_engine( settings.DATABASE_URL, echo=settings.DEBUG, pool_size=20, max_overflow=10, pool_pre_ping=True, ) async_session = async_sessionmaker(engine, class_=AsyncSession, expire_on_commit=False) class Base(DeclarativeBase): pass async def get_db() -> AsyncSession: async with async_session() as session: try: yield session await session.commit() except Exception: await session.rollback() raise finally: await session.close() async def init_db(): """Initialize database extensions and create tables.""" async with engine.begin() as conn: # Enable pgvector extension for RAG embeddings await conn.execute(text("CREATE EXTENSION IF NOT EXISTS vector")) await conn.execute(text("CREATE EXTENSION IF NOT EXISTS pg_trgm")) # Create all tables await conn.run_sync(Base.metadata.create_all)