Vercel AI SDK 2.2: ◆ OpenAI SDK v4 integration ◆ Support for Nuxt & Solid.js ◆ OpenAI Functions (Experimental) ◆ Cohere and Replicate streaming helpers ◆ Prompt builders for LLaMA 2, Open Assistant, and Anthropic ▲ ~/ npm i ai vercel.ai/docs
Vercel AI SDK
What is Vercel AI SDK?
Documentation: Vercel AI SDK
The Vercel AI SDK is an open-source library that empowers developers to build AI-powered user interfaces. It provides a set of tools and utilities to integrate artificial intelligence capabilities into web applications seamlessly. With the Vercel AI SDK, developers can leverage powerful AI models and services to enhance user experiences with intelligent features.
Features
The Vercel AI SDK offers a comprehensive range of features for building AI-powered user interfaces:
- The SDK enables integration with various AI providers, including Anthropic, Cohere, Fireworks.ai, Hugging Face, LangChain, OpenAI, and Replicate.
- Developers can easily incorporate AI services and models provided by these providers into their applications.
- The documentation includes detailed explanations of key concepts related to AI, such as streaming, back-pressure, cancellation, prompt engineering, and caching responses.
- This conceptual support helps developers understand the underlying principles and best practices when working with AI-powered user interfaces.
- The SDK provides guides for popular frameworks like Next.js, Nuxt.js, Solid.js, and SvelteKit.
- These guides offer step-by-step instructions and code samples for integrating the Vercel AI SDK into applications built with these frameworks, making it easy for developers to leverage AI capabilities within their preferred framework.
- The documentation includes a comprehensive API reference that covers the various functionalities and methods available in the Vercel AI SDK.
- Developers can explore the API reference to understand the usage and parameters of specific functions, such as useChat, useCompletion, AIStream, AnthropicStream, HuggingFaceStream, and more.
Use Cases
The Vercel AI SDK can be used in a wide range of applications and use cases:
- Chatbots and Conversational Interfaces: Developers can build intelligent chatbots and conversational interfaces by integrating AI-powered natural language processing models and services.
- Content Generation: The SDK enables automated content generation for applications, such as generating blog posts, marketing copy, product descriptions, and more, using advanced language models.
- Smart Assistants: Developers can create smart assistants that can understand and respond to user queries and requests in a natural language format, providing personalized assistance.
- AI-powered User Interfaces: The Vercel AI SDK allows developers to enhance user interfaces with AI capabilities, enabling features like sentiment analysis, image recognition, language translation, and more.
In summary, the Vercel AI SDK provides developers with the necessary tools, resources, and integrations to unlock the power of artificial intelligence in their web applications, simplifying the process of adding AI capabilities and enhancing user experiences.
What people are saying about Vercel AI SDK
How to build AI chatbot with Next.js, OpenAI, and Vercel AI SDK
Side-by-side comparison of #Llama2, #Claude2, GPT-3.5-turbo, and #GPT4 on the @Vercel AI SDK Playground! 🔥 > sdk.vercel.ai/s/EkDy2iN Idea by @jaredpalmer!
The @vercel AI SDK is incredible. Making AI apps is 10x easier now. - write significantly less code - streaming runs way faster - edge functions are more efficient - crazy useful helpers and callbacks Start using it right now - it’s amazing!
Vercel
@vercel
Introducing the Vercel AI SDK Build AI-powered applications with React and Svelte. Connect and integrate with popular open-source and cloud LLMs, including support for streaming generative responses. `npm i ai` vercel.com/blog/introduci…
JavaScript SDK for @OpenAI API. This is a huge opportunity. In an ideal scenario, this should be very lightweight, run on all runtimes (web, edge) and be streamable. #AI @rileytomasek @transitive_bs
The Vercel AI SDK supports OpenAI SDK V4 from day one
Vercel
@vercel
Vercel AI SDK 2.2: ◆ OpenAI SDK v4 integration ◆ Support for Nuxt & Solid.js ◆ OpenAI Functions (Experimental) ◆ Cohere and Replicate streaming helpers ◆ Prompt builders for LLaMA 2, Open Assistant, and Anthropic ▲ ~/ npm i ai vercel.ai/docs
⚡️ @perplexity_ai has some of the smoothest text streaming out of all LLM apps As a weekend hack, I recreated it with the @vercel AI SDK and @nextjs. Try it for free with #GPT4 at perplexity-style-streaming.vercel.app
I've been meaning to check out the Vercel AI SDK, and decided to try to build my own little "OpenAI Code Interpreter" that can take in a CSV and be prompted over it -- a few hours of gpt4 generated TS code and here we go! Next.JS + Tailwind makes it so easy to make great UIs 👏
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