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POST
/
models
/
v2
/
deepset
/
roberta-base-squad2
question-answering
curl --request POST \
  --url https://api.bytez.com/models/v2/deepset/roberta-base-squad2 \
  --header 'Authorization: <api-key>' \
  --header 'Content-Type: application/json' \
  --data @- <<EOF
{
  "question": "Who's the lead character?",
  "context": "Ron, the hero, looked at Greybeard and smote him asunder"
}
EOF
import requests

url = "https://api.bytez.com/models/v2/deepset/roberta-base-squad2"

payload = {
    "question": "Who's the lead character?",
    "context": "Ron, the hero, looked at Greybeard and smote him asunder"
}
headers = {
    "Authorization": "<api-key>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)
const options = {
  method: 'POST',
  headers: {Authorization: '<api-key>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    question: 'Who\'s the lead character?',
    context: 'Ron, the hero, looked at Greybeard and smote him asunder'
  })
};

fetch('https://api.bytez.com/models/v2/deepset/roberta-base-squad2', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));
<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.bytez.com/models/v2/deepset/roberta-base-squad2",
  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([
    'question' => 'Who\'s the lead character?',
    'context' => 'Ron, the hero, looked at Greybeard and smote him asunder'
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: <api-key>",
    "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.bytez.com/models/v2/deepset/roberta-base-squad2"

	payload := strings.NewReader("{\n  \"question\": \"Who's the lead character?\",\n  \"context\": \"Ron, the hero, looked at Greybeard and smote him asunder\"\n}")

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

	req.Header.Add("Authorization", "<api-key>")
	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.bytez.com/models/v2/deepset/roberta-base-squad2")
  .header("Authorization", "<api-key>")
  .header("Content-Type", "application/json")
  .body("{\n  \"question\": \"Who's the lead character?\",\n  \"context\": \"Ron, the hero, looked at Greybeard and smote him asunder\"\n}")
  .asString();
require 'uri'
require 'net/http'

url = URI("https://api.bytez.com/models/v2/deepset/roberta-base-squad2")

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

request = Net::HTTP::Post.new(url)
request["Authorization"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"question\": \"Who's the lead character?\",\n  \"context\": \"Ron, the hero, looked at Greybeard and smote him asunder\"\n}"

response = http.request(request)
puts response.read_body
{
  "error": "<string>",
  "output": {
    "score": 0.2002170979976654,
    "start": 0,
    "end": 3,
    "answer": "Ron"
  }
}
{
  "error": "Unauthorized",
  "output": null
}
{
  "error": "Rate limit exceeded",
  "output": null
}

Authorizations

Authorization
string
header
required

Set Authorization header to BYTEZ_KEY 'Authorization: YOUR_BYTEZ_KEY_HERE'

Body

application/json

Schema for question-answering models

question
string
required
Example:

"Who's the lead character?"

context
string
required
Example:

"Ron, the hero, looked at Greybeard and smote him asunder"

Response

Successful question-answering response.

error
string | null
required

Null on success; otherwise an error message.

output
object
required

Successful response with the answer, score, and start and end indices

Example:
{
  "score": 0.2002170979976654,
  "start": 0,
  "end": 3,
  "answer": "Ron"
}