PPTAgent

<div align="right"> <details> <summary >🌐 Language</summary> <div> <div align="center"> <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=en">English</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=zh-CN">简体中文</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=zh-TW">繁體中文</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=ja">日本語</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=ko">한국어</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=hi">हिन्दी</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=th">ไทย</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=fr">Français</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=de">Deutsch</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=es">Español</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=it">Italiano</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=ru">Русский</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=pt">Português</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=nl">Nederlands</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=pl">Polski</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=ar">العربية</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=fa">فارسی</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=tr">Türkçe</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=vi">Tiếng Việt</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=id">Bahasa Indonesia</a> | <a href="https://openaitx.github.io/view.html?user=icip-cas&project=PPTAgent&lang=as">অসমীয়া</ </div> </div> </details> </div> # PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides <p align="center"> 📄 <a href="https://arxiv.org/abs/2501.03936" target="_blank">Paper</a> &nbsp; | &nbsp; 🤗 <a href="#open-source-" target="_blank">OpenSource</a> &nbsp; | &nbsp; 📝 <a href="./DOC.md" target="_blank">Documentation</a> &nbsp; | &nbsp; <a href="https://deepwiki.com/icip-cas/PPTAgent" target="_blank"><img src="https://deepwiki.com/icon.png" alt="Ask DeepWiki"> DeepWiki</a> &nbsp; | &nbsp; 🙏 <a href="#citation-" target="_blank">Citation</a> </p> We present PPTAgent, an innovative system that automatically generates presentations from documents. Drawing inspiration from human presentation creation methods, our system employs a two-step process to ensure excellence in overall quality. Additionally, we introduce **PPTEval**, a comprehensive evaluation framework that assesses presentations across multiple dimensions. > [!TIP] > 🚀 Get started quickly with our pre-built Docker image - [See Docker instructions](DOC.md/#docker-) ## 📅 News - [2025/09]: 🛠️ We support MCP server now, see [MCP Server](./DOC.md#mcp-server-) for details - [2025/09]: 🚀 Released v2 with major improvements - see [release notes](https://github.com/icip-cas/PPTAgent/releases/tag/v0.2.0) for details - [2025/08]: 🎉 Paper accepted to **EMNLP 2025**! - [2025/05]: ✨ Released v1 with core functionality and 🌟 breakthrough: reached 1,000 stars on GitHub! - see [release notes](https://github.com/icip-cas/PPTAgent/releases/tag/v0.1.0) for details - [2025/01]: 🔓 Open-sourced the codebase, with experimental code archived at [experiment release](https://github.com/icip-cas/PPTAgent/releases/tag/experiment) ## Open Source 🤗 We have released our model and data at [HuggingFace](https://huggingface.co/collections/ICIP/pptagent-68b80af43b4f4e0cb14d0bb2). ## Demo Video 🎥 https://github.com/user-attachments/assets/c3935a98-4d2b-4c46-9b36-e7c598d14863 ## Distinctive Features ✨ - **Dynamic Content Generation**: Creates slides with seamlessly integrated text and images - **Smart Reference Learning**: Leverages existing presentations without requiring manual annotation - **Comprehensive Quality Assessment**: Evaluates presentations through multiple quality metrics ## Case Study 💡 - #### [Iphone 16 Pro](https://www.apple.com/iphone-16-pro/) <div style="display: flex; flex-wrap: wrap; gap: 10px;"> <img src="resource/iphone16pro/0001.jpg" alt="图片1" width="200"/> <img src="resource/iphone16pro/0002.jpg" alt="图片2" width="200"/> <img src="resource/iphone16pro/0003.jpg" alt="图片3" width="200"/> <img src="resource/iphone16pro/0004.jpg" alt="图片4" width="200"/> <img src="resource/iphone16pro/0005.jpg" alt="图片5" width="200"/> <img src="resource/iphone16pro/0006.jpg" alt="图片6" width="200"/> <img src="resource/iphone16pro/0007.jpg" alt="图片7" width="200"/> </div> - #### [Build Effective Agents](https://www.anthropic.com/research/building-effective-agents) <div style="display: flex; flex-wrap: wrap; gap: 10px;"> <img src="resource/build_effective_agents/0001.jpg" alt="图片1" width="200"/> <img src="resource/build_effective_agents/0002.jpg" alt="图片2" width="200"/> <img src="resource/build_effective_agents/0003.jpg" alt="图片3" width="200"/> <img src="resource/build_effective_agents/0004.jpg" alt="图片4" width="200"/> <img src="resource/build_effective_agents/0005.jpg" alt="图片5" width="200"/> <img src="resource/build_effective_agents/0006.jpg" alt="图片6" width="200"/> <img src="resource/build_effective_agents/0007.jpg" alt="图片7" width="200"/> <img src="resource/build_effective_agents/0008.jpg" alt="图片8" width="200"/> <img src="resource/build_effective_agents/0009.jpg" alt="图片9" width="200"/> <img src="resource/build_effective_agents/0010.jpg" alt="图片10" width="200"/> </div> ## PPTAgent 🤖 PPTAgent follows a two-phase approach: 1. **Analysis Phase**: Extracts and learns from patterns in reference presentations 2. **Generation Phase**: Develops structured outlines and produces visually cohesive slides Our system's workflow is illustrated below:  ## PPTEval ⚖️ PPTEval evaluates presentations across three dimensions: - **Content**: Check the accuracy and relevance of the slides. - **Design**: Assesses the visual appeal and consistency. - **Coherence**: Ensures the logical flow of ideas. The workflow of PPTEval is shown below: <p align="center"> <img src="resource/fig3.jpg" alt="PPTEval Workflow" style="width:70%;"/> </p> ## Citation 🙏 If you find this project helpful, please use the following to cite it: ```bibtex @article{zheng2025pptagent, title={PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides}, author={Zheng, Hao and Guan, Xinyan and Kong, Hao and Zheng, Jia and Zhou, Weixiang and Lin, Hongyu and Lu, Yaojie and He, Ben and Han, Xianpei and Sun, Le}, journal={arXiv preprint arXiv:2501.03936}, year={2025} } ``` [](https://star-history.com/#icip-cas/PPTAgent&Date)