惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

N
Netflix TechBlog - Medium
罗磊的独立博客
云风的 BLOG
云风的 BLOG
Last Week in AI
Last Week in AI
Y
Y Combinator Blog
小众软件
小众软件
Blog — PlanetScale
Blog — PlanetScale
T
The Blog of Author Tim Ferriss
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
月光博客
月光博客
博客园 - Franky
F
Fortinet All Blogs
D
Docker
博客园 - 司徒正美
腾讯CDC
Recent Announcements
Recent Announcements
The Cloudflare Blog
B
Blog RSS Feed
GbyAI
GbyAI
T
Tailwind CSS Blog
雷峰网
雷峰网
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
博客园 - 三生石上(FineUI控件)
阮一峰的网络日志
阮一峰的网络日志

Vercel News

Vercel Open Source Program: Winter 2026 cohort How Notion Workers run untrusted code at scale with Vercel Sandbox How we run Vercel's CDN in front of Discourse From idea to secure checkout in minutes with Stripe Building Slack agents can be easy Scaling redirects to infinity on Vercel Advancing Python typing Gamma builds design-first agents with Vercel How Avalara turns pipe dreams into patent-pending with v0 Keeping community human while scaling with agents How OpenEvidence built a healthcare AI that physicians actually trust Security boundaries in agentic architectures Skills Night: 69,000+ ways agents are getting smarter Video Generation with AI Gateway We Ralph Wiggumed WebStreams to make them 10x faster How Stably ships AI testing agents in hours, not weeks How we built AEO tracking for coding agents Anyone can build agents, but it takes a platform to run them Introducing Geist Pixel The Vercel AI Accelerator is back with $6m in credits Making agent-friendly pages with content negotiation The Vercel OSS Bug Bounty program is now available Introducing the new v0 Run untrusted code with Vercel Sandbox, now generally available How Stripe built a game-changing app in a single flight with v0 How Sensay went from zero to product in six weeks AGENTS.md outperforms skills in our agent evals Agent skills explained: An FAQ Testing if "bash is all you need" AWS databases are now live on the Vercel Marketplace and v0
Using the AI SDK to build Sitecore Stream's AI-powered br...
Alli Pope · 2025-03-03 · via Vercel News

2 min read

How Sitecore built a new brand assistant that empowers marketers with real-time conversational creativity.

Sitecorea leading digital experience platformwanted to create a transformative AI tool that would help marketers connect more deeply with their brand assets, driving both consistency and creativity. Using the AI SDK, they lunched Sitecore Stream—a dynamic, AI-powered brand assistant that empowers marketers to interact with their brand content in visually interactive and conversational way.

Link to headingLooking to Vercel for AI

We began our search by evaluating various AI SDKs on the market, like LangChain, Semantic Kernel, and Prompt Flow. While these focused heavily on backend AI capabilities, they didn't emphasize the frontend experience—I like to use the term 'UI for AI.' In contrast, the AI SDK by Vercel offered a seamless integration of AI with front-end user experience. For us, this was crucial, as we wanted to prioritize both AI performance and how users interact with it.

Mo Cherif, Senior Director Generative AI

Link to headingThe power of the AI SDK

The AI SDK helps developers build interactive, AI-driven applications, offering tools and components designed to simplify development workflows. Sitecore's brand assistant uses Python on the backend, Next.js on the frontend, and the AI SDK to bring them together, leveraging real-time streaming to deliver fast responses that feel immediate and engaging.

Deploy a Next.js and Python template

Export how to use streaming chat completions from a Python endpoint (FastAPI) and display them using the useChat hook in your Next.js application.

Try it out

With the AI SDK’s pre-built elements, like the useChat hook and object generation capabilities, Sitecore’s development team could focus on crafting unique brand-driven interactions quickly:

  • Chat AI is integrated into the design or layout with minimal effort

  • All the messages from the AI provider are streamed to the chat UI in real-time

  • The hook manages the states for input, messages, loading, error, and more

This allowed them to build a robust, full-featured application without getting bogged down by the complexities of implementing AI.

The AI SDK was instrumental in achieving Sitecore's vision for the brand assistant by enabling visually interactive experiences. With server-side rendering and streaming, Sitecore Stream can handle high volumes of data with ease, delivering responses that provide immediate feedback—essential for a good user experience. The SDK's ability to manage complex data streaming between Azure-hosted backends and Next.js frontends allowed Sitecore to rapidly build the brand assistant, meeting both their technical and timeline requirements.

Link to headingA conversational UI for brand storytelling

The brand assistant allows marketers to ask questions, brainstorm ideas, and generate content in real-time. For example, a marketer can ask for suggestions on visual assets or content ideas aligned with the brand's tone of voice, and the assistant responds with text, images, and even content previews. It’s an interactive and conversational experience where marketers feel like they’re working with a virtual creative partner that understands their brand.

This rich interactivity is powered by agent-based models, tailored to retain Sitecore’s customer's brand knowledge and tone. The friendly UI provides marketers with an environment, making AI accessible regardless of technical expertise.

Link to headingBuild towards a future of modular, scalable AI

Sitecore envisions a future where their clients can use features like brainstorming or finding visual assets, each requiring unique user experiences. For example, brainstorming and content creation with AI involve very different workflows. With the AI SDK, the team can easily render multiple interactive widgets on the server and push them to the client, to deliver custom-tailored experiences.

In choosing the AI SDK, Sitecore has laid the foundation for a future where AI-powered brand interaction is intuitive and deeply integrated with the unique needs of each brand. With the brand assistant, Sitecore is not only delivering an innovative product; they're setting a new standard for AI in digital marketing.

Unlock rapid AI development

Build AI-powered applications with the AI SDK.

Get started with the AI SDK