SpellVault的演变：超越LLM应用，迈向代理未来

At Grab, innovation isn’t just about building new features; it’s about evolving our platforms to meet the changing needs of our users and the broader technological landscape. SpellVault, our internal AI platform, exemplifies this philosophy. When SpellVault was first launched, our vision was straightforward: empower everyone at Grab to effortlessly build and manage AI-powered apps without the need for coding. Built on the principles of Retrieval-Augmented Generation (RAG) and enhanced by plugin support, SpellVault rapidly evolved into a powerful productivity engine for the organization, enabling the creation of thousands of apps that drive automation, foster experimentation, and support production use cases.

在Grab，创新不仅仅是构建新功能；而是关于发展我们的平台，以满足用户和更广泛技术环境的变化需求。SpellVault，我们的内部AI平台，体现了这一理念。当SpellVault首次推出时，我们的愿景很简单：使Grab的每个人都能轻松构建和管理AI驱动的应用程序，而无需编码。基于检索增强生成（RAG）的原则，并通过插件支持增强，SpellVault迅速演变为组织的强大生产力引擎，使得创建数千个推动自动化、促进实验和支持生产用例的应用程序成为可能。

As the AI landscape has evolved, SpellVault has grown alongside it. Initially launched as a straightforward no-code app builder for Large Language Models (LLMs), it has now evolved into a cutting-edge platform that embraces the agentic future—a future where AI goes beyond generating responses to reasoning, acting, and dynamically adapting through the use of tools and contextual understanding.

随着AI领域的发展，SpellVault也在不断成长。最初作为一个简单的无代码应用程序构建器为大型语言模型（LLMs）服务，现在已经发展成为一个前沿平台，拥抱代理的未来——一个AI超越生成响应，进行推理、行动和通过使用工具和上下文理解动态适应的未来。

This article outlines SpellVault’s journey towards an agentic future and how we empower users to build AI Agents that are smarter, more adaptable, and ready for the future.

本文概述了SpellVault走向代理未来的旅程，以及我们如何赋能用户构建更智能、更具适应性、为未来做好准备的AI代理。

A no-code platform for building LLM apps

一个无代码平台，用于构建 LLM 应用

SpellVault was founded with a clear mission: to democratize access to AI for everyone at Grab, regardless of their technical expertise. Initially launched as a no-code LLM app builder, the platform was built on a foundation of RAG pipelines and basic plugin support.

SpellVault 的成立有一个明确的使命...