togethercomputerTogether Node API Library
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. The full API of this library can be found in api.md.
It is generated with Stainless.
Installation
npm install together-aiUsage
The full API of this library can be found in api.md.
import Together from 'together-ai';
const client = new Together({
apiKey: process.env['TOGETHER_API_KEY'], // This is the default and can be omitted
});
const chatCompletion = await client.chat.completions.create({
messages: [{ role: 'user', content: 'Say this is a test!' }],
model: 'mistralai/Mixtral-8x7B-Instruct-v0.1',
});
console.log(chatCompletion.choices);Streaming responses
We provide support for streaming responses using Server Sent Events (SSE).
import Together from 'together-ai';
const client = new Together();
const stream = await client.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);
}If you need to cancel a stream, you can break from the loop
or call stream.controller.abort().
Request & Response types
This library includes TypeScript definitions for all request params and response fields. You may import and use them like so:
import Together from 'together-ai';
const client = new Together({
apiKey: process.env['TOGETHER_API_KEY'], // This is the default and can be omitted
});
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 client.chat.completions.create(params);Documentation for each method, request param, and response field are available in docstrings and will appear on hover in most modern editors.
File uploads
Request parameters that correspond to file uploads can be passed in many different forms:
File(or an object with the same structure)- a
fetchResponse(or an object with the same structure) - an
fs.ReadStream - the return value of our
toFilehelper
import fs from 'fs';
import fetch from 'node-fetch';
import Together, { toFile } from 'together-ai';
const client = new Together();
// If you have access to Node `fs` we recommend using `fs.createReadStream()`:
await client.files.upload({
file: fs.createReadStream('/path/to/file'),
file_name: 'dataset.csv',
purpose: 'fine-tune',
});
// Or if you have the web `File` API you can pass a `File` instance:
await client.files.upload({
file: new File(['my bytes'], 'file'),
file_name: 'dataset.csv',
purpose: 'fine-tune',
});
// You can also pass a `fetch` `Response`:
await client.files.upload({
file: await fetch('https://somesite/file'),
file_name: 'dataset.csv',
purpose: 'fine-tune',
});
// Finally, if none of the above are convenient, you can use our `toFile` helper:
await client.files.upload({
file: await toFile(Buffer.from('my bytes'), 'file'),
file_name: 'dataset.csv',
purpose: 'fine-tune',
});
await client.files.upload({
file: await toFile(new Uint8Array([0, 1, 2]), 'file'),
file_name: 'dataset.csv',
purpose: 'fine-tune',
});Handling errors
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:
const chatCompletion = await client.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;
}
});Error codes are as follows:
| 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:
// Configure the default for all requests:
const client = new Together({
maxRetries: 0, // default is 2
});
// Or, configure per-request:
await client.chat.completions.create({ messages: [{ role: 'user', content: 'Say this is a test' }], model: 'mistralai/Mixtral-8x7B-Instruct-v0.1' }, {
maxRetries: 5,
});Timeouts
Requests time out after 1 minute by default. You can configure this with a timeout option:
// Configure the default for all requests:
const client = new Together({
timeout: 20 * 1000, // 20 seconds (default is 1 minute)
});
// Override per-request:
await client.chat.completions.create({ messages: [{ role: 'user', content: 'Say this is a test' }], model: 'mistralai/Mixtral-8x7B-Instruct-v0.1' }, {
timeout: 5 * 1000,
});On timeout, an APIConnectionTimeoutError is thrown.
Note that requests which time out will be retried twice by default.
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.
const client = new Together();
const response = await client.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 client.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.
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.
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":
// 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).
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:
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:
import http from 'http';
import { HttpsProxyAgent } from 'https-proxy-agent';
// Configure the default for all requests:
const client = new Together({
httpAgent: new HttpsProxyAgent(process.env.PROXY_URL),
});
// Override per-request:
await client.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 conventions, though certain backwards-incompatible changes may be released as minor versions:
- Changes that only affect static types, without breaking runtime behavior.
- 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.)
- 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 with questions, bugs, or suggestions.
Requirements
TypeScript >= 4.5 is supported.
The following runtimes are supported:
- Web browsers (Up-to-date Chrome, Firefox, Safari, Edge, and more)
- Node.js 18 LTS or later (non-EOL) versions.
- Deno v1.28.0 or higher.
- 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.