MarkItDown is a utility for converting various files to Markdown, including PDF, PowerPoint, Word, Excel, Images, Audio, HTML, text-based formats, and ZIP files.
Docling is a tool that parses documents and exports them to desired formats like Markdown and JSON. It supports various document formats including PDF, DOCX, PPTX, Images, HTML, AsciiDoc, and Markdown.
We introduce LayoutLM, one of the renowned models for extracting information from documents, developed by Microsoft. To tailor a solution for our specific needs, we label our documents using Label Studio, an open-source labeling tool, connected to our remote storage AWS S3.
train models for processing documents based on specific needs and requirements. It offers capabilities such as entity recognition, key information extraction, and data validation,
pip install 'ragna builtin » ' # Install ragna with all extensions ragna config # Initialize configuration ragna ui # Launch the web app
Image Similarity Search Reverse Image Search Object Similarity Search Robust OCR Document Search Semantic Search Cross-modal Retrieval Probing Perceptual Similarity Comparing Model Representations Concept Interpolation Concept Space Traversal Image Similarity Search
