AI Open Source · 模型推理与部署
lmstudio-ai/lmstudio-js
LM Studio 的 TypeScript SDK,把 LM Studio 桌面端跑的本地模型暴 露给 Node 应用调用。喜欢用 LM Studio 的图形界面管理本地模型、 又想从 TypeScript 代码里接入推理结果时走这个 SDK。
LM Studio TypeScript SDK
- Stars
- ★ 1.6k
- Language
- TypeScript
- License
- MIT
- Last push
- 10d ago
- Created
- 2023-09-15
- Topics
- llmlm-studiolmstudionodejstypescript
README
lmstudio-js is LM Studio's official JavaScript client SDK, written in TypeScript. It allows you to
- Use LLMs to respond in chats or predict text completions
- Define functions as tools, and turn LLMs into autonomous agents that run completely locally
- Load, configure, and unload models from memory
- Supports both browser and any Node-compatible environments
- Generate embeddings for text, and more!
Using python? See lmstudio-python
Installation
npm install @lmstudio/sdk --save
Quick Example
import { LMStudioClient } from "@lmstudio/sdk";
const client = new LMStudioClient();
const model = await client.llm.model("llama-3.2-1b-instruct");
const result = await model.respond("What is the meaning of life?");
console.info(result.content);
For more examples and documentation, visit lmstudio-js docs.
Why use lmstudio-js over openai sdk?
Open AI's SDK is designed to use with Open AI's proprietary models. As such, it is missing many features that are essential for using LLMs in a local environment, such as:
- Managing loading and unloading models from memory
- Configuring load parameters (context length, gpu offload settings, etc.)
- Speculative decoding
- Getting information (such as context length, model size, etc.) about a model
- ... and more
In addition, while openai sdk is automatically generated, lmstudio-js is designed from ground-up to be clean and easy to use for TypeScript/JavaScript developers.
Contributing
You can build the project locally by following these steps:
git clone https://github.com/lmstudio-ai/lmstudio-js.git --recursive
cd lmstudio-js
npm install
npm run build
See CONTRIBUTING.md for more information.
Community
<p>Discuss all things lmstudio-js in <a href="https://discord.gg/aPQfnNkxGC">#dev-chat</a> in LM Studio's Community Discord server.</p> <a href="https://discord.gg/aPQfnNkxGC"><img alt="Discord" src="https://img.shields.io/discord/1110598183144399058?logo=discord&style=flat&logoColor=white"></a>同一分类的其他项