from together import Together
import os

client = Together(
    api_key=os.environ.get("TOGETHER_API_KEY"),
)

response = client.embeddings.create(
    model="BAAI/bge-large-en-v1.5",
    input="New York City",
)

print(response.data[0].embedding)

import Together from "together-ai";

const client = new Together({
  apiKey: process.env.TOGETHER_API_KEY,
});

const response = await client.embeddings.create({
  model: "BAAI/bge-large-en-v1.5",
  input: "New York City",
});

console.log(response.data[0].embedding);

import Together from "together-ai";

const client = new Together({
  apiKey: process.env.TOGETHER_API_KEY,
});

const response = await client.embeddings.create({
  model: "BAAI/bge-large-en-v1.5",
  input: "New York City",
});

console.log(response.data[0].embedding);

curl -X POST "https://api.together.ai/v1/embeddings" \
     -H "Authorization: Bearer $TOGETHER_API_KEY" \
     -H "Content-Type: application/json" \
     -d '{
       "model": "BAAI/bge-large-en-v1.5",
       "input": "New York City"
     }'

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.together.ai/v1/embeddings",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'model' => 'togethercomputer/m2-bert-80M-8k-retrieval',
    'input' => 'Our solar system orbits the Milky Way galaxy at about 515,000 mph'
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.together.ai/v1/embeddings"

	payload := strings.NewReader("{\n  \"model\": \"togethercomputer/m2-bert-80M-8k-retrieval\",\n  \"input\": \"Our solar system orbits the Milky Way galaxy at about 515,000 mph\"\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.together.ai/v1/embeddings")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"model\": \"togethercomputer/m2-bert-80M-8k-retrieval\",\n  \"input\": \"Our solar system orbits the Milky Way galaxy at about 515,000 mph\"\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.together.ai/v1/embeddings")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"model\": \"togethercomputer/m2-bert-80M-8k-retrieval\",\n  \"input\": \"Our solar system orbits the Milky Way galaxy at about 515,000 mph\"\n}"

response = http.request(request)
puts response.read_body

{
  "object": "<unknown>",
  "model": "<string>",
  "data": [
    {
      "object": "<unknown>",
      "embedding": [
        123
      ],
      "index": 123
    }
  ]
}

{
  "error": {
    "message": "<string>",
    "type": "<string>",
    "param": null,
    "code": null
  }
}

{
  "error": {
    "message": "<string>",
    "type": "<string>",
    "param": null,
    "code": null
  }
}

{
  "error": {
    "message": "<string>",
    "type": "<string>",
    "param": null,
    "code": null
  }
}

{
  "error": {
    "message": "<string>",
    "type": "<string>",
    "param": null,
    "code": null
  }
}

{
  "error": {
    "message": "<string>",
    "type": "<string>",
    "param": null,
    "code": null
  }
}

{
  "error": {
    "message": "<string>",
    "type": "<string>",
    "param": null,
    "code": null
  }
}