Embeddings is a simple tool for generating text embeddings. It returns the text embeddings based on the text provided. To use this API, you need an API key. You can get one by creating a free account and visiting your dashboard.
Important: Ensure that this API is enabled from within your dashboard to use it in your application. If not, you may receive a 403 error
View API in Directory
Generate text embeddings based on the text provided
x-api-key (required)
This is a required header on every request. Your API Key is found from within your dashboard
This is an optional header. Set the value to application/json, application/xml, or application/yaml
text
string(required)The text to generate text embeddings from (5000 characters max)
Sample Request
import requests
url = "https://api.apiverve.com/v1/embeddings"
payload = { "text": "This is an example sentence." }
headers = {
"x-api-key": "YOUR_API_KEY",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.json())
using System.Net.Http.Headers;
var client = new HttpClient();
var request = new HttpRequestMessage
{
Method = HttpMethod.Post,
RequestUri = new Uri("https://api.apiverve.com/v1/embeddings"),
Headers =
{
{ "x-api-key", "YOUR_API_KEY" }
},
Content = new StringContent("{ \"text\": \"This is an example sentence.\" }")
{
Headers =
{
ContentType = new MediaTypeHeaderValue("application/json")
}
}
};
using (var response = await client.SendAsync(request))
{
response.EnsureSuccessStatusCode();
var body = await response.Content.ReadAsStringAsync();
Console.WriteLine(body);
}
const data = JSON.stringify({ "text": "This is an example sentence." });
const xhr = new XMLHttpRequest();
xhr.withCredentials = true;
xhr.addEventListener('readystatechange', function () {
if (this.readyState === this.DONE) {
console.log(this.responseText);
}
});
xhr.open('POST', 'https://api.apiverve.com/v1/embeddings');
xhr.setRequestHeader('x-api-key', 'YOUR_API_KEY');
xhr.setRequestHeader('Content-Type', 'application/json');
xhr.setRequestHeader('Accept', 'application/json');
xhr.send(data);
const request = require('request');
const options = {
method: 'POST',
url: 'https://api.apiverve.com/v1/embeddings',
headers: {
'x-api-key': 'YOUR_API_KEY',
'Content-Type': 'application/json',
Accept: 'application/json'
},
body: { "text": "This is an example sentence." },
json: true
};
request(options, function (error, response, body) {
if (error) throw new Error(error);
console.log(body);
});
HttpRequest request = HttpRequest.newBuilder()
.uri(URI.create("https://api.apiverve.com/v1/embeddings"))
.header("x-api-key", "YOUR_API_KEY")
.header("Content-Type", "application/json")
.header("Accept", "application/json")
.method("POST", HttpRequest.BodyPublishers.ofString("{ \"text\": \"This is an example sentence.\" }"))
.build();
HttpResponse response = HttpClient.newHttpClient().send(request, HttpResponse.BodyHandlers.ofString());
System.out.println(response.body());
import Foundation
let headers = [
"x-api-key": "YOUR_API_KEY",
"Content-Type": "application/json"
]
let parameters = ["text" : "This is an example sentence.",] as [String : Any]
let postData = JSONSerialization.data(withJSONObject: parameters, options: [])
let request = NSMutableURLRequest(url: NSURL(string: "https://api.apiverve.com/v1/embeddings")! as URL,
cachePolicy: .useProtocolCachePolicy,
timeoutInterval: 10.0)
request.httpMethod = "POST"
request.allHTTPHeaderFields = headers
request.httpBody = postData as Data
let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
if (error != nil) {
print(error as Any)
} else {
let httpResponse = response as? HTTPURLResponse
print(httpResponse)
}
})
dataTask.resume()
curl --request POST \
--url https://api.apiverve.com/v1/embeddings \
--header 'Accept: application/json' \
--header 'Content-Type: application/json' \
--header 'x-api-key: YOUR_API_KEY' \
--data '{ "text": "This is an example sentence." }'
Sample Response
{
"status": "ok",
"error": null,
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<code>200</code>
</Root>
status: ok
error:
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code: 200
Live Test API in Playground
The Text Embeddings API supports the following response content types:
application/json, application/xml, application/yaml
You can specify the response content type by setting the Accept header in your request. If you don't specify a content type, the API will default to application/json.
The Text Embeddings API uses an API Key to authenticate requests. You can view and manage your API key by visiting your dashboard.
Your API keys carry many privileges. To keep them from being abused, please do not share the keys on client-side code or Github etc. Keep them very secure.
To use any API, you must have it enabled from within your dashboard. Disabled APIs will fail to respond to your requests.
All requests made to the API must contain the header x-api-key in each of your requests. API requests without authentication will fail.
All API requests must also be made over secure HTTPS. Requests made over plain HTTP will fail.
| Error Code | Meaning |
|---|---|
| 401 | Your request was made with invalid credentials. This error also appears when you don't pass the x-api-key header in your request.
|
| 403 | Typically, this occurs when you are trying to access an API that you have not enabled. |
{
"status": "error",
"data": null,
"error": "tokens have been depleted",
"code": 429
}
Each subscription has its own monthly token limit. Your token count is based on your subscription plan. If you reach your limits, don't worry. You can always upgrade or downgrade at any time.
When you reach your limit, the service will stop responding and typically return an HTTP 429 response status code. The error will also contain a detailed JSON.
The Text Embeddings API uses the following error code:
| Error Code | Meaning |
|---|---|
| 429 | You have exceeded your rate limit and further requests will be denied until the next cycle. |
For reference, the Text Embeddings API uses the following error codes:
| Error Code | Meaning |
|---|---|
| Code | Message |
| 200 | The request was successful. The response will include the requested data. |
| 400 | The request was invalid. The response will include a message that explains the error. |
| 401 | The request was not authorized. Usually, this means that the API key is missing or invalid. |
| 403 | This means that the request was trying to access a resource that it does not have permission to access. |
| 404 | This means that the resource you are trying to access does not exist. |
| 429 | This means that you have reached the rate limit. The response will include a Retry-After header that indicates how many seconds you need to wait before making a new request. |
| 500 | This means that there was an error on the server side. We are alerted when this happens and we will work to fix it as soon as possible. |