AbstractDatabaseService

Abstract base class for domain-specific database services. This package provides the foundation for building database services tailored to specific domains (Legal, Finance, etc.).

Installation

# From git
pip install git+https://github.com/NlpFisTeam/AbstractDBService.git

# From local
pip install -e ./modules/AbstractDBService

Usage

from AbstractDBService import AbstractDBService, ProcessingResult

class LegalDocumentService(AbstractDBService):
    """Legal document database service."""
    
    def _init_connections(self, **kwargs):
        # Initialize legal-specific connections
        self.arango_connector = kwargs.get("arango_connector")
    
    def process_document(self, file_path, doc_id, metadata, **kwargs):
        # Legal-specific document processing
        pass
    
    # ... implement other abstract methods

Abstract Methods

All inheriting classes must implement:

• _init_connections(**kwargs) - Initialize domain-specific connections
• process_document(file_path, doc_id, metadata, **kwargs) - Process a document
• extract_metadata(document, raw_metadata) - Extract domain-specific metadata
• create_chunks(document, doc_id, metadata) - Create chunks with domain-specific logic
• embed_text(texts) - Create embeddings
• create(file_path, metadata, **kwargs) - Create/ingest a new document
• update(doc_id, updates, **kwargs) - Update an existing document
• delete(doc_id, **kwargs) - Delete a document
• init_databases(tenant_id) - Initialize databases for a new tenant
• cleanup_databases(tenant_id) - Cleanup databases for a tenant