6.1 KiB
6.1 KiB
Embeddings
(embeddings)
Overview
Embeddings API.
Available Operations
- create - Embeddings
create
Embeddings
Example Usage
import { Mistral } from "@mistralai/mistralai";
const mistral = new Mistral({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const result = await mistral.embeddings.create({
model: "mistral-embed",
inputs: [
"Embed this sentence.",
"As well as this one.",
],
});
console.log(result);
}
run();
Standalone function
The standalone function version of this method:
import { MistralCore } from "@mistralai/mistralai/core.js";
import { embeddingsCreate } from "@mistralai/mistralai/funcs/embeddingsCreate.js";
// Use `MistralCore` for best tree-shaking performance.
// You can create one instance of it to use across an application.
const mistral = new MistralCore({
apiKey: process.env["MISTRAL_API_KEY"] ?? "",
});
async function run() {
const res = await embeddingsCreate(mistral, {
model: "mistral-embed",
inputs: [
"Embed this sentence.",
"As well as this one.",
],
});
if (res.ok) {
const { value: result } = res;
console.log(result);
} else {
console.log("embeddingsCreate failed:", res.error);
}
}
run();
Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
request |
components.EmbeddingRequest | ✔️ | The request object to use for the request. |
options |
RequestOptions | ➖ | Used to set various options for making HTTP requests. |
options.fetchOptions |
RequestInit | ➖ | Options that are passed to the underlying HTTP request. This can be used to inject extra headers for examples. All Request options, except method and body, are allowed. |
options.retries |
RetryConfig | ➖ | Enables retrying HTTP requests under certain failure conditions. |
Response
Promise<components.EmbeddingResponse>
Errors
| Error Type | Status Code | Content Type |
|---|---|---|
| errors.HTTPValidationError | 422 | application/json |
| errors.SDKError | 4XX, 5XX | */* |