ComfyUI-Documents is an extension for ComfyUI that significantly enhances document processing by enabling users to parse PDFs and convert them into text and images. This tool integrates various document handling functionalities directly into the ComfyUI workflow, streamlining tasks involving text extraction and image conversion.
- Supports multiple document formats including PDF, TXT, DOC, and DOCX for versatile usage.
- Enables high-quality conversion of PDF pages into image tensors with adjustable settings for output quality.
- Provides intuitive nodes for selecting and managing document content, improving workflow efficiency.
Context
ComfyUI-Documents is a specialized extension for the ComfyUI framework that focuses on document processing tasks. Its primary purpose is to facilitate the extraction of text and images from various document formats, thereby enhancing the capabilities of users working on projects that require document manipulation.
Key Features & Benefits
The extension features a Document Loader Node that allows users to easily browse and select documents from their input directory, supporting a range of formats. Additionally, the PDF to Image Node converts PDF pages into image tensors, providing flexibility in output quality and page selection, which is crucial for users needing high-resolution images from their documents.
Advanced Functionalities
ComfyUI-Documents includes advanced nodes such as the PDF Page Splitter, which allows users to extract specific pages from a PDF document, and the Text Chunker Node, which breaks down large text into manageable chunks while respecting word boundaries. These functionalities enable more granular control over document processing, making it easier to handle long or complex documents.
Practical Benefits
This tool enhances workflow efficiency by allowing users to seamlessly integrate document processing into their ComfyUI projects. With features like drag-and-drop file uploads and intuitive node connections, users can quickly manipulate documents, leading to improved control over the quality and organization of their output.
Credits/Acknowledgments
The development of ComfyUI-Documents acknowledges the foundational work of the ComfyUI project and leverages robust libraries such as PyMuPDF for PDF processing and python-docx for handling Word documents. Contributions to this project are welcomed, fostering a collaborative environment for continuous improvement.