langgenius/dify
Dify is an open-source platform for developing and deploying AI applications using large language models, featuring workflow building, model management, agent capabilities, and observability tools.
Awesome AI Agents › AI Application Development
HKUDS/Paper2Slides
Paper2Slides is an innovative tool designed to convert research papers, reports, and various documents into professional-quality slides and posters with just one click. It supports a wide range of file formats including PDF, Word, Excel, PowerPoint, and Markdown, allowing users to process multiple files simultaneously. The project leverages a Retrieval-Augmented Generation (RAG) powered mechanism to ensure comprehensive and precise extraction of critical insights, figures, and data points from the source documents. This mechanism also maintains direct traceability between the generated content and the original sources, which helps eliminate information drift and ensures accuracy. Users can customize the styling of their presentations by choosing from built-in professional themes or by describing their desired style in natural language, enabling a high degree of personalization. The tool offers lightning-fast generation with an instant preview mode that supports rapid experimentation and real-time refinements. It also features advanced session management with a checkpoint system that preserves progress, allowing users to pause, resume, or switch themes without losing any work. The project provides a command-line interface for easy usage, with options to specify input files, output types (slides or posters), content types, styles, length, density, and performance modes such as fast mode and parallel processing. Additionally, Paper2Slides includes a web interface for a more interactive user experience. The framework behind Paper2Slides operates through a four-stage pipeline: RAG for document parsing and index construction, analysis for content extraction and structuring, planning for content layout optimization, and generation for producing the final slides or posters. This structured approach ensures reliability and efficiency in transforming documents into polished, presentation-ready visuals. Overall, Paper2Slides is a powerful and user-friendly solution for academics, researchers, and professionals who need to quickly create high-quality presentations from complex documents without starting from scratch.
https://github.com/HKUDS/Paper2Slides
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