构建仪表板：RAG和AI代理如何帮助我们满足企业的需求

Knowledge workers today face myriad challenges in managing their digital workflows. Information is often scattered across multiple applications and formats, and finding the right document, message, or piece of information can be both tedious and time-consuming. This fragmentation creates two major problems for businesses: it hinders collaboration and productivity, and it can lead to costly security issues.

当今的知识工作者在管理数字工作流程时面临着无数挑战。信息通常分散在多个应用程序和格式中，找到正确的文档、消息或信息片段可能既乏味又耗时。这种碎片化给企业带来了两个主要问题：它阻碍了协作和生产力，并可能导致昂贵的安全问题。

To address these challenges, we launched Dropbox Dash, a universal search and knowledge management product that combines AI-powered features with in-depth content access control. Designed to help knowledge workers organize their digital lives, Dash allows users to find, organize, share, and secure content across their apps so they can focus on the work that matters most.

为了解决这些挑战，我们推出了Dropbox Dash，这是一款结合了AI驱动功能和深入内容访问控制的通用搜索和知识管理产品。Dash旨在帮助知识工作者组织他们的数字生活，使用户能够在应用程序中查找、组织、共享和保护内容，从而专注于最重要的工作。

At its core, Dash is a universal search product powered by many machine learning technologies and supercharged by generative AI. It offers a powerful AI-driven search experience with advanced filtering capabilities that allow users to quickly locate the information they need, regardless of where it’s stored. With granular access controls, Dash also makes sure employees and external partners see only the right content so that sensitive company information isn’t surfaced unintentionally. And with advanced AI features, Dash can summarize, answer questions, surface insights, and generate drafts.

从本质上讲，Dash是一个通用搜索产品，由多种机器学习技术驱动，并通过生成AI增强。它提供了强大的AI驱动搜索体验，具有先进的过滤功能，使用户能够快速找到所需的信息，无论其存储在哪里。通过细粒度的访问控制，Dash还确保员工和外部合作伙伴仅查看正确的内容，以免敏感的公司信息意外暴露。借助先进的AI功能，Dash可以总结、回答问题、提供见解和生成草稿。

Throughout our development process, we experimented extensively and explored numerous solutions to build an AI product for businesses. In order to meet the challenges of modern work in data-intensive environments, we ultimately turned to retrieval-augmen...