Jerry Liu聊了智能体文档格式的短板,Markdown和HTML都不够用,他提出像Google Docs那样的协作方案,做智能体应用的人可以看看。
LlamaIndex创始人Jerry Liu指出,智能体生成文档量增加,需要更好的原生文档格式。当前主要容器Markdown可读性强但缺乏丰富视觉输出,HTML视觉丰富但难以人工编辑且token密集。他提出理想格式应类似Google Docs或Word,支持人类和智能体协作编辑、版本控制和权限管理。他在Databricks演讲中提及,大量人类知识仍存储在PDF、PPT、Word中,需通过LlamaParse处理,同时创新智能体创建和协作信息的方式。
As agents are generating more and more documents, they need a better agent-native document format ...
As agents are generating more and more documents, they need a better agent-native document format 🤖📄 So far the two main containers are markdown and HTML: 1️⃣ Markdown: Easily readable/reviewable by humans, but lacks rich visual output/interactivity 2️⃣ HTML: Providers richer visual output, but on its own is hard to edit by humans, and is token intensive. An ideal agent-native document format is a surface area like Microsoft Word/Google Docs that both humans and agents can easily collaborate on: ✅ Good for human-review/human-editing ✅ Good for agent-review/agent-editing ✅ Supports needed features like versioning and permissioning I touched on this during my Databricks talk this past week. There’s still a massive amount of human knowledge stored in PDFs, Powerpoints, Word that we are handling via LlamaParse, but at the same time we need to innovate on the way that agents are creating and collaborating on information. 💬 4 🔄 3 ❤️ 13 👀 767 📊 8 ⚡