Vercel AI SDK
What is Vercel AI SDK?
It is an open-source library designed to help developers build conversational streaming user interfaces in JavaScript and TypeScript. The SDK supports React/Next.js, Svelte/SvelteKit, and Vue/Nuxt as well as Node.js, Serverless, and the Edge Runtime.
Vercel AI SDK is a tool in the Agent Platforms category of a tech stack.
Key Features
SWR-powered React, Svelte, and Vue helpers for streaming text responses and building chat and completion UIsFirst-class support for LangChain, OpenAI, Anthropic, and HuggingFaceEdge runtime compatibilityCallbacks for saving completed streaming responses to a database (in the same request)
Vercel AI SDK Pros & Cons
Pros of Vercel AI SDK
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Cons of Vercel AI SDK
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Vercel AI SDK Alternatives & Comparisons
What are some alternatives to Vercel AI SDK?
LangChain
It is a framework built around LLMs. It can be used for chatbots, generative question-answering, summarization, and much more. The core idea of the library is that we can “chain” together different components to create more advanced use cases around LLMs.
Hugging Face
Build, train, and deploy state of the art models powered by the reference open source in machine learning.
Ollama
It allows you to run open-source large language models, such as Llama 2, locally.
LlamaIndex
It is a project that provides a central interface to connect your LLMs with external data. It offers you a comprehensive toolset trading off cost and performance.
