ColiVara Definition and Core Technology Features
ColiVara is an intelligent document storage and retrieval service based on visual embedding technology, and its core innovation is to completely skip the traditional OCR (Optical Character Recognition) and text extraction process. Compared to conventional document management systems, it has the followingThree breakthrough technical features::
- Visual embedding is predominant: Direct feature extraction of the visual layout and elements of a document, perfectly preserving the complex typographic structure of tables, formulas, etc.
- Compatible with hundreds of formatsNative support for PDF/DOCX/PPTX and other common formats, and even automatic interception of web page visualization content!
- multimodal search: Adoption of post-interactive embedding technology, which can understand both visual features and semantic information of the document at the same time
This technical architecture makes the system particularly suitable for handling documents containing rich visualization elements, such as scientific research papers and financial statements, and avoids the problems of misplaced tables or lost formulas caused by traditional OCR.
This answer comes from the articleColiVara: Visual Embedding Based Document Storage and Retrieval ServiceThe
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