""" Structured Parser Package This package provides tools for extracting structured data from documents, particularly PDFs, using LLMs. It includes functionality for: 1. Extracting text, tables, and images from PDFs 2. Converting extracted data to SQL database entries 3. Creating vector embeddings for semantic search """ from .json_to_sql import DatabaseManager, flatten_json_to_sql, VectorIndexManager from .structured_extraction import ( ArtifactExtractor, main as extract_artifacts, RequestBuilder, ) from .utils import config, ImageUtils, InferenceUtils, JSONUtils, load_config, PDFUtils __all__ = [ # Main extraction functionality "ArtifactExtractor", "RequestBuilder", "extract_artifacts", # Database functionality "DatabaseManager", "VectorIndexManager", "flatten_json_to_sql", "sql_query", # Utility classes "ImageUtils", "JSONUtils", "PDFUtils", "InferenceUtils", # Configuration "config", "load_config", ]