"""

This module provides the core services for managing documents and vector database operations.

Components:
    - Document Service: Handles document-related operations such as storage, retrieval, and preprocessing.
    - Vector DB Service: Manages interactions with the vector database, including storing and querying embeddings.

Purpose:
    - Implements the business logic and service layer to support the application's RAG functionality.
"""
