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together-ai - npm Package Compare versions

Comparing version 0.5.2 to 0.6.0-alpha.1

_shims/auto/runtime-bun.d.ts

118

package.json
{
"name": "together-ai",
"version": "0.5.2",
"description": "Node.js SDK for Together.ai.",
"author": "Hassan El Mghari (@nutlope)",
"repository": "Nutlope/together-js",
"license": "MIT",
"main": "dist/index.js",
"types": "dist/index.d.ts",
"version": "0.6.0-alpha.1",
"description": "The official TypeScript library for the Together API",
"author": "Together <dev-feedback@TogetherAI.com>",
"types": "./index.d.ts",
"main": "./index.js",
"type": "commonjs",
"repository": "github:togethercomputer/together-typescript",
"license": "Apache-2.0",
"packageManager": "yarn@1.22.22",
"files": [
"*"
],
"private": false,
"scripts": {
"build": "tsc"
"test": "./scripts/test",
"build": "./scripts/build",
"format": "prettier --write --cache --cache-strategy metadata . !dist",
"tsn": "ts-node -r tsconfig-paths/register",
"lint": "./scripts/lint",
"fix": "eslint --fix --ext ts,js ."
},
"devDependencies": {
"@types/node": "^20.6.3",
"typescript": "^5.2.2"
"dependencies": {
"@types/node": "^18.11.18",
"@types/node-fetch": "^2.6.4",
"abort-controller": "^3.0.0",
"agentkeepalive": "^4.2.1",
"form-data-encoder": "1.7.2",
"formdata-node": "^4.3.2",
"node-fetch": "^2.6.7",
"web-streams-polyfill": "^3.2.1"
},
"dependencies": {},
"keywords": [
"together ai",
"LLMs",
"open source",
"AI models",
"mistral",
"Llama"
]
"sideEffects": [
"./_shims/index.js",
"./_shims/index.mjs",
"./shims/node.js",
"./shims/node.mjs",
"./shims/web.js",
"./shims/web.mjs"
],
"imports": {
"together-ai": ".",
"together-ai/*": "./src/*"
},
"exports": {
"./_shims/auto/*": {
"deno": {
"types": "./_shims/auto/*.d.ts",
"require": "./_shims/auto/*.js",
"default": "./_shims/auto/*.mjs"
},
"bun": {
"types": "./_shims/auto/*.d.ts",
"require": "./_shims/auto/*-bun.js",
"default": "./_shims/auto/*-bun.mjs"
},
"browser": {
"types": "./_shims/auto/*.d.ts",
"require": "./_shims/auto/*.js",
"default": "./_shims/auto/*.mjs"
},
"worker": {
"types": "./_shims/auto/*.d.ts",
"require": "./_shims/auto/*.js",
"default": "./_shims/auto/*.mjs"
},
"workerd": {
"types": "./_shims/auto/*.d.ts",
"require": "./_shims/auto/*.js",
"default": "./_shims/auto/*.mjs"
},
"node": {
"types": "./_shims/auto/*-node.d.ts",
"require": "./_shims/auto/*-node.js",
"default": "./_shims/auto/*-node.mjs"
},
"types": "./_shims/auto/*.d.ts",
"require": "./_shims/auto/*.js",
"default": "./_shims/auto/*.mjs"
},
".": {
"require": {
"types": "./index.d.ts",
"default": "./index.js"
},
"types": "./index.d.mts",
"default": "./index.mjs"
},
"./*.mjs": {
"types": "./*.d.ts",
"default": "./*.mjs"
},
"./*.js": {
"types": "./*.d.ts",
"default": "./*.js"
},
"./*": {
"types": "./*.d.ts",
"require": "./*.js",
"default": "./*.mjs"
}
}
}

@@ -1,21 +0,22 @@

<div align="center">
<div>
<h1 align="center">Together.ai Node SDK</h1>
</div>
<p>An npm library to run open source LLMs through <a href="https://www.together.ai/">Together.ai</a>.
# Together Node API Library
<a href="https://www.npmjs.com/package/together-ai"><img src="https://img.shields.io/npm/v/together-ai" alt="Current version"></a>
[![NPM version](https://img.shields.io/npm/v/together-ai.svg)](https://npmjs.org/package/together-ai)
</div>
This library provides convenient access to the Together REST API from server-side TypeScript or JavaScript.
---
The REST API documentation can be found [on docs.together.ai](https://docs.together.ai/). The full API of this library can be found in [api.md](api.md).
It is generated with [Stainless](https://www.stainlessapi.com/).
## Installation
`npm i together-ai`
```sh
npm install together-ai
```
## Usage
Create an account at [together.ai](https://www.together.ai/) and add the API key in. Then simply run the code snippet below with your preferred AI model and inputs to get back a reply.
The full API of this library can be found in [api.md](api.md).
<!-- prettier-ignore -->
```js

@@ -25,57 +26,318 @@ import Together from 'together-ai';

const together = new Together({
auth: process.env.TOGETHER_API_KEY,
accessToken: process.env['TOGETHER_API_KEY'], // This is the default and can be omitted
});
const model = 'mistralai/Mixtral-8x7B-Instruct-v0.1';
async function main() {
const chatCompletion = await together.chat.completions.create({
messages: [{ role: 'user', content: 'Say this is a test!' }],
model: 'mistralai/Mixtral-8x7B-Instruct-v0.1',
});
const result = await together.inference(model, {
prompt: 'Suggest some fun winter family activities',
max_tokens: 700,
console.log(chatCompletion.choices);
}
main();
```
## Streaming responses
We provide support for streaming responses using Server Sent Events (SSE).
```ts
import Together from 'together-ai';
const together = new Together();
const stream = await together.chat.completions.create({
messages: [{ role: 'user', content: 'Say this is a test' }],
model: 'mistralai/Mixtral-8x7B-Instruct-v0.1',
stream: true,
});
for await (const chatCompletionChunk of stream) {
console.log(chatCompletionChunk.choices);
}
```
### Streaming with LLMs
If you need to cancel a stream, you can `break` from the loop
or call `stream.controller.abort()`.
If you want to stream, simply specify `stream-tokens: true`.
### Request & Response types
```js
const result = await together.inference('togethercomputer/llama-2-70b-chat', {
prompt: 'Tell me about the history of the United States',
max_tokens: 1000,
stream_tokens: true,
This library includes TypeScript definitions for all request params and response fields. You may import and use them like so:
<!-- prettier-ignore -->
```ts
import Together from 'together-ai';
const together = new Together({
accessToken: process.env['TOGETHER_API_KEY'], // This is the default and can be omitted
});
async function main() {
const params: Together.Chat.CompletionCreateParams = {
messages: [{ role: 'user', content: 'Say this is a test' }],
model: 'mistralai/Mixtral-8x7B-Instruct-v0.1',
};
const chatCompletion: Together.Chat.ChatCompletion = await together.chat.completions.create(params);
}
main();
```
### Next.js Chat App with streaming
Documentation for each method, request param, and response field are available in docstrings and will appear on hover in most modern editors.
You can see an example of this library being used in a Next.js chat app here: https://simple-ai-chat.vercel.app.
## Handling errors
The code for the example is also available, including code on how to stream the results of the LLM directly to the frontend: https://github.com/Nutlope/chat.
When the library is unable to connect to the API,
or if the API returns a non-success status code (i.e., 4xx or 5xx response),
a subclass of `APIError` will be thrown:
### Filtering responses with Llama Guard
<!-- prettier-ignore -->
```ts
async function main() {
const chatCompletion = await together.chat.completions
.create({
messages: [{ role: 'user', content: 'Say this is a test' }],
model: 'mistralai/Mixtral-8x7B-Instruct-v0.1',
})
.catch(async (err) => {
if (err instanceof Together.APIError) {
console.log(err.status); // 400
console.log(err.name); // BadRequestError
console.log(err.headers); // {server: 'nginx', ...}
} else {
throw err;
}
});
}
You can now use Llama Guard, an LLM-based input-output safeguard model, with models on the Together.ai platform. To do this, simply add `"safety_model": "Meta-Llama/Llama-Guard-7b"`.
main();
```
Error codes are as followed:
| Status Code | Error Type |
| ----------- | -------------------------- |
| 400 | `BadRequestError` |
| 401 | `AuthenticationError` |
| 403 | `PermissionDeniedError` |
| 404 | `NotFoundError` |
| 422 | `UnprocessableEntityError` |
| 429 | `RateLimitError` |
| >=500 | `InternalServerError` |
| N/A | `APIConnectionError` |
### Retries
Certain errors will be automatically retried 5 times by default, with a short exponential backoff.
Connection errors (for example, due to a network connectivity problem), 408 Request Timeout, 409 Conflict,
429 Rate Limit, and >=500 Internal errors will all be retried by default.
You can use the `maxRetries` option to configure or disable this:
<!-- prettier-ignore -->
```js
const result = await together.inference('togethercomputer/llama-2-13b-chat', {
prompt: 'Tell me about San Francisco',
max_tokens: 1000,
safety_model: 'Meta-Llama/Llama-Guard-7b',
// Configure the default for all requests:
const together = new Together({
maxRetries: 0, // default is 2
});
// Or, configure per-request:
await together.chat.completions.create({ messages: [{ role: 'user', content: 'Say this is a test' }], model: 'mistralai/Mixtral-8x7B-Instruct-v0.1' }, {
maxRetries: 5,
});
```
## Popular Supported Models
### Timeouts
This is a non-exhaustive list of popular models that are supported.
Requests time out after 1 minute by default. You can configure this with a `timeout` option:
- Mixtral Instruct v0.1 (`mistralai/Mixtral-8x7B-Instruct-v0.1`)
- Mistral-7B (`mistralai/Mistral-7B-Instruct-v0.1`)
- Llama-2 70B (`togethercomputer/llama-2-70b-chat`)
- Llama-2 13B (`togethercomputer/llama-2-13b-chat`)
- RedPajama 7B (`togethercomputer/RedPajama-INCITE-7B-Chat`)
- OpenOrca Mistral (`Open-Orca/Mistral-7B-OpenOrca`)
- Alpaca 7B (`togethercomputer/alpaca-7b`)
<!-- prettier-ignore -->
```ts
// Configure the default for all requests:
const together = new Together({
timeout: 20 * 1000, // 20 seconds (default is 1 minute)
});
## How it works
// Override per-request:
await together.chat.completions.create({ messages: [{ role: 'user', content: 'Say this is a test' }], model: 'mistralai/Mixtral-8x7B-Instruct-v0.1' }, {
timeout: 5 * 1000,
});
```
This library uses the [Together Inference Engine](https://www.together.ai/blog/together-inference-engine-v1), the world's fastest inference stack for open source LLMs. It calls the [Together.ai](<[together.ai](https://www.together.ai/)>) Inference API, specifically their serverless endpoints product, to enable you to use OSS LLMs quickly and effeciently.
On timeout, an `APIConnectionTimeoutError` is thrown.
Note that requests which time out will be [retried twice by default](#retries).
## Advanced Usage
### Accessing raw Response data (e.g., headers)
The "raw" `Response` returned by `fetch()` can be accessed through the `.asResponse()` method on the `APIPromise` type that all methods return.
You can also use the `.withResponse()` method to get the raw `Response` along with the parsed data.
<!-- prettier-ignore -->
```ts
const together = new Together();
const response = await together.chat.completions
.create({
messages: [{ role: 'user', content: 'Say this is a test' }],
model: 'mistralai/Mixtral-8x7B-Instruct-v0.1',
})
.asResponse();
console.log(response.headers.get('X-My-Header'));
console.log(response.statusText); // access the underlying Response object
const { data: chatCompletion, response: raw } = await together.chat.completions
.create({
messages: [{ role: 'user', content: 'Say this is a test' }],
model: 'mistralai/Mixtral-8x7B-Instruct-v0.1',
})
.withResponse();
console.log(raw.headers.get('X-My-Header'));
console.log(chatCompletion.choices);
```
### Making custom/undocumented requests
This library is typed for convenient access to the documented API. If you need to access undocumented
endpoints, params, or response properties, the library can still be used.
#### Undocumented endpoints
To make requests to undocumented endpoints, you can use `client.get`, `client.post`, and other HTTP verbs.
Options on the client, such as retries, will be respected when making these requests.
```ts
await client.post('/some/path', {
body: { some_prop: 'foo' },
query: { some_query_arg: 'bar' },
});
```
#### Undocumented request params
To make requests using undocumented parameters, you may use `// @ts-expect-error` on the undocumented
parameter. This library doesn't validate at runtime that the request matches the type, so any extra values you
send will be sent as-is.
```ts
client.foo.create({
foo: 'my_param',
bar: 12,
// @ts-expect-error baz is not yet public
baz: 'undocumented option',
});
```
For requests with the `GET` verb, any extra params will be in the query, all other requests will send the
extra param in the body.
If you want to explicitly send an extra argument, you can do so with the `query`, `body`, and `headers` request
options.
#### Undocumented response properties
To access undocumented response properties, you may access the response object with `// @ts-expect-error` on
the response object, or cast the response object to the requisite type. Like the request params, we do not
validate or strip extra properties from the response from the API.
### Customizing the fetch client
By default, this library uses `node-fetch` in Node, and expects a global `fetch` function in other environments.
If you would prefer to use a global, web-standards-compliant `fetch` function even in a Node environment,
(for example, if you are running Node with `--experimental-fetch` or using NextJS which polyfills with `undici`),
add the following import before your first import `from "Together"`:
```ts
// Tell TypeScript and the package to use the global web fetch instead of node-fetch.
// Note, despite the name, this does not add any polyfills, but expects them to be provided if needed.
import 'together-ai/shims/web';
import Together from 'together-ai';
```
To do the inverse, add `import "together-ai/shims/node"` (which does import polyfills).
This can also be useful if you are getting the wrong TypeScript types for `Response` ([more details](https://github.com/togethercomputer/together-typescript/tree/main/src/_shims#readme)).
### Logging and middleware
You may also provide a custom `fetch` function when instantiating the client,
which can be used to inspect or alter the `Request` or `Response` before/after each request:
```ts
import { fetch } from 'undici'; // as one example
import Together from 'together-ai';
const client = new Together({
fetch: async (url: RequestInfo, init?: RequestInit): Promise<Response> => {
console.log('About to make a request', url, init);
const response = await fetch(url, init);
console.log('Got response', response);
return response;
},
});
```
Note that if given a `DEBUG=true` environment variable, this library will log all requests and responses automatically.
This is intended for debugging purposes only and may change in the future without notice.
### Configuring an HTTP(S) Agent (e.g., for proxies)
By default, this library uses a stable agent for all http/https requests to reuse TCP connections, eliminating many TCP & TLS handshakes and shaving around 100ms off most requests.
If you would like to disable or customize this behavior, for example to use the API behind a proxy, you can pass an `httpAgent` which is used for all requests (be they http or https), for example:
<!-- prettier-ignore -->
```ts
import http from 'http';
import { HttpsProxyAgent } from 'https-proxy-agent';
// Configure the default for all requests:
const together = new Together({
httpAgent: new HttpsProxyAgent(process.env.PROXY_URL),
});
// Override per-request:
await together.chat.completions.create(
{
messages: [{ role: 'user', content: 'Say this is a test' }],
model: 'mistralai/Mixtral-8x7B-Instruct-v0.1',
},
{
httpAgent: new http.Agent({ keepAlive: false }),
},
);
```
## Semantic versioning
This package generally follows [SemVer](https://semver.org/spec/v2.0.0.html) conventions, though certain backwards-incompatible changes may be released as minor versions:
1. Changes that only affect static types, without breaking runtime behavior.
2. Changes to library internals which are technically public but not intended or documented for external use. _(Please open a GitHub issue to let us know if you are relying on such internals)_.
3. Changes that we do not expect to impact the vast majority of users in practice.
We take backwards-compatibility seriously and work hard to ensure you can rely on a smooth upgrade experience.
We are keen for your feedback; please open an [issue](https://www.github.com/togethercomputer/together-typescript/issues) with questions, bugs, or suggestions.
## Requirements
TypeScript >= 4.5 is supported.
The following runtimes are supported:
- Node.js 18 LTS or later ([non-EOL](https://endoflife.date/nodejs)) versions.
- Deno v1.28.0 or higher, using `import Together from "npm:together-ai"`.
- Bun 1.0 or later.
- Cloudflare Workers.
- Vercel Edge Runtime.
- Jest 28 or greater with the `"node"` environment (`"jsdom"` is not supported at this time).
- Nitro v2.6 or greater.
Note that React Native is not supported at this time.
If you are interested in other runtime environments, please open or upvote an issue on GitHub.

@@ -1,59 +0,221 @@

type ApiResponse = {
status: string;
prompt: string[];
model: string;
model_owner: string;
tags: Record<string, unknown>;
num_returns: number;
args: {
model: string;
prompt: string;
max_tokens: number;
stop: string;
temperature: number;
top_p: number;
top_k: number;
repetition_penalty: number;
};
subjobs: any[];
output: {
choices: {
text: string;
}[];
request_id: string;
};
};
// File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
class Together {
authApiKey: string | null = null;
constructor({ auth }: { auth: string }) {
this.authApiKey = auth;
}
import * as Core from './core';
import * as Errors from './error';
import { type Agent } from './_shims/index';
import * as Uploads from './uploads';
import * as API from './resources/index';
async inference(model: string, { ...inputs }) {
if (!this.authApiKey) {
throw new Error('Auth key is not set!');
export interface ClientOptions {
/**
* Defaults to process.env['TOGETHER_API_KEY'].
*/
accessToken?: string | undefined;
/**
* Override the default base URL for the API, e.g., "https://api.example.com/v2/"
*
* Defaults to process.env['TOGETHER_BASE_URL'].
*/
baseURL?: string | null | undefined;
/**
* The maximum amount of time (in milliseconds) that the client should wait for a response
* from the server before timing out a single request.
*
* Note that request timeouts are retried by default, so in a worst-case scenario you may wait
* much longer than this timeout before the promise succeeds or fails.
*/
timeout?: number;
/**
* An HTTP agent used to manage HTTP(S) connections.
*
* If not provided, an agent will be constructed by default in the Node.js environment,
* otherwise no agent is used.
*/
httpAgent?: Agent;
/**
* Specify a custom `fetch` function implementation.
*
* If not provided, we use `node-fetch` on Node.js and otherwise expect that `fetch` is
* defined globally.
*/
fetch?: Core.Fetch | undefined;
/**
* The maximum number of times that the client will retry a request in case of a
* temporary failure, like a network error or a 5XX error from the server.
*
* @default 5
*/
maxRetries?: number;
/**
* Default headers to include with every request to the API.
*
* These can be removed in individual requests by explicitly setting the
* header to `undefined` or `null` in request options.
*/
defaultHeaders?: Core.Headers;
/**
* Default query parameters to include with every request to the API.
*
* These can be removed in individual requests by explicitly setting the
* param to `undefined` in request options.
*/
defaultQuery?: Core.DefaultQuery;
}
/** API Client for interfacing with the Together API. */
export class Together extends Core.APIClient {
accessToken: string;
private _options: ClientOptions;
/**
* API Client for interfacing with the Together API.
*
* @param {string | undefined} [opts.accessToken=process.env['TOGETHER_API_KEY'] ?? undefined]
* @param {string} [opts.baseURL=process.env['TOGETHER_BASE_URL'] ?? https://api.together.xyz/v1] - Override the default base URL for the API.
* @param {number} [opts.timeout=1 minute] - The maximum amount of time (in milliseconds) the client will wait for a response before timing out.
* @param {number} [opts.httpAgent] - An HTTP agent used to manage HTTP(s) connections.
* @param {Core.Fetch} [opts.fetch] - Specify a custom `fetch` function implementation.
* @param {number} [opts.maxRetries=5] - The maximum number of times the client will retry a request.
* @param {Core.Headers} opts.defaultHeaders - Default headers to include with every request to the API.
* @param {Core.DefaultQuery} opts.defaultQuery - Default query parameters to include with every request to the API.
*/
constructor({
baseURL = Core.readEnv('TOGETHER_BASE_URL'),
accessToken = Core.readEnv('TOGETHER_API_KEY'),
...opts
}: ClientOptions = {}) {
if (accessToken === undefined) {
throw new Errors.TogetherError(
"The TOGETHER_API_KEY environment variable is missing or empty; either provide it, or instantiate the Together client with an accessToken option, like new Together({ accessToken: 'My Access Token' }).",
);
}
const res = await fetch('https://api.together.xyz/inference', {
method: 'POST',
headers: {
'Content-Type': 'application/json',
Authorization: 'Bearer ' + this.authApiKey,
},
body: JSON.stringify({
model,
...inputs,
}),
const options: ClientOptions = {
accessToken,
...opts,
baseURL: baseURL || `https://api.together.xyz/v1`,
};
super({
baseURL: options.baseURL!,
timeout: options.timeout ?? 60000 /* 1 minute */,
httpAgent: options.httpAgent,
maxRetries: options.maxRetries,
fetch: options.fetch,
});
this._options = options;
if (inputs.stream_tokens === true) {
return res.body;
} else {
const data: ApiResponse = await res.json();
return data;
}
this.accessToken = accessToken;
}
chat: API.Chat = new API.Chat(this);
completions: API.Completions = new API.Completions(this);
embeddings: API.Embeddings = new API.Embeddings(this);
files: API.Files = new API.Files(this);
fineTune: API.FineTuneResource = new API.FineTuneResource(this);
images: API.Images = new API.Images(this);
models: API.Models = new API.Models(this);
protected override defaultQuery(): Core.DefaultQuery | undefined {
return this._options.defaultQuery;
}
protected override defaultHeaders(opts: Core.FinalRequestOptions): Core.Headers {
return {
...super.defaultHeaders(opts),
...this._options.defaultHeaders,
};
}
protected override authHeaders(opts: Core.FinalRequestOptions): Core.Headers {
return { Authorization: `Bearer ${this.accessToken}` };
}
static Together = this;
static TogetherError = Errors.TogetherError;
static APIError = Errors.APIError;
static APIConnectionError = Errors.APIConnectionError;
static APIConnectionTimeoutError = Errors.APIConnectionTimeoutError;
static APIUserAbortError = Errors.APIUserAbortError;
static NotFoundError = Errors.NotFoundError;
static ConflictError = Errors.ConflictError;
static RateLimitError = Errors.RateLimitError;
static BadRequestError = Errors.BadRequestError;
static AuthenticationError = Errors.AuthenticationError;
static InternalServerError = Errors.InternalServerError;
static PermissionDeniedError = Errors.PermissionDeniedError;
static UnprocessableEntityError = Errors.UnprocessableEntityError;
static toFile = Uploads.toFile;
static fileFromPath = Uploads.fileFromPath;
}
export const {
TogetherError,
APIError,
APIConnectionError,
APIConnectionTimeoutError,
APIUserAbortError,
NotFoundError,
ConflictError,
RateLimitError,
BadRequestError,
AuthenticationError,
InternalServerError,
PermissionDeniedError,
UnprocessableEntityError,
} = Errors;
export import toFile = Uploads.toFile;
export import fileFromPath = Uploads.fileFromPath;
export namespace Together {
export import RequestOptions = Core.RequestOptions;
export import Chat = API.Chat;
export import Completions = API.Completions;
export import Completion = API.Completion;
export import LogProbs = API.LogProbs;
export import ToolChoice = API.ToolChoice;
export import Tools = API.Tools;
export import CompletionCreateParams = API.CompletionCreateParams;
export import CompletionCreateParamsNonStreaming = API.CompletionCreateParamsNonStreaming;
export import CompletionCreateParamsStreaming = API.CompletionCreateParamsStreaming;
export import Embeddings = API.Embeddings;
export import Embedding = API.Embedding;
export import EmbeddingCreateParams = API.EmbeddingCreateParams;
export import Files = API.Files;
export import FileObject = API.FileObject;
export import FileRetrieveResponse = API.FileRetrieveResponse;
export import FileListResponse = API.FileListResponse;
export import FileDeleteResponse = API.FileDeleteResponse;
export import FineTuneResource = API.FineTuneResource;
export import FineTune = API.FineTune;
export import FineTuneEvent = API.FineTuneEvent;
export import FineTuneListResponse = API.FineTuneListResponse;
export import FineTuneDownloadResponse = API.FineTuneDownloadResponse;
export import FineTuneCreateParams = API.FineTuneCreateParams;
export import FineTuneDownloadParams = API.FineTuneDownloadParams;
export import Images = API.Images;
export import ImageFile = API.ImageFile;
export import ImageCreateParams = API.ImageCreateParams;
export import Models = API.Models;
export import ModelListResponse = API.ModelListResponse;
}
export default Together;
dist/index.d.ts
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