deanmalmgren/textract
Textract
Textract is a multi-format text extraction tool and parser. It provides a unified interface to extract plain text from a variety of sources, including documents, images, and audio files.
The system functions as a document content parser for PDFs and spreadsheets, an image text extractor using optical character recognition, and a speech-to-text transcriber for audio recordings.
Features
- Multi-Format Document Parsers - Offers a unified pipeline to extract text from a variety of documents, images, and audio files.
- Audio Transcriptions - Provides a domain-specific solution for converting spoken audio from recordings into text transcripts.
- Image Text Extractions - Recognizes and extracts written characters from image files using optical character recognition.
- Optical Character Recognition - Utilizes optical character recognition to convert images of text into machine-encoded digital formats.
- Visual Text Extractors - Identifies text regions in static images and converts them to editable text via OCR.
- Speech-to-Text and Text-to-Speech Integrations - Integrates speech recognition engines to convert audio waveforms into written text.
- Speech-to-Text Transcribers - Converts audio recordings into written text using speech recognition models.
- Multi-Format Parsers - Implements a multi-format parser capable of extracting text from a wide array of document and media formats.
- Document Text Extractors - Extracts plain text from binary document formats like PDFs and spreadsheets for downstream analysis.
- OCR Integration Gateways - Provides a gateway to connect external optical character recognition tools for extracting text from images.
- Multi-Modal Text Extractors - Provides a unified interface for extracting plain text from documents, images, and audio files.
- Open-Source Document Parsers - Maps PDFs and spreadsheets to a common internal representation for consistent text retrieval.
- Structural Text Preservation - Uses specialized handlers for PDFs and spreadsheets to preserve textual structure during the conversion process.
- Multi-Format Document Parsing - Provides an adapter-based system to parse various document formats into a common representation for text extraction.
- Pipeline Engines - Implements a pipeline architecture to route different file types through specialized extraction engines.
- Unified Content Interfaces - Standardizes text output into a single format regardless of whether the source was a document, image, or audio file.
- Data Extraction and OCR - Extracting text from various document formats.
- Data Loading Extraction - Extract text from any document.
- Content Extraction - Extraction of text from various document formats.
