Prebuilt API

Статия
08/28/2024

The custom question answering prebuilt API provides you the capability to answer questions based on a passage of text without having to create projects, maintain question and answer pairs, or incurring costs for underutilized infrastructure. This functionality is provided as an API and can be used to meet question and answering needs without having to learn the details about custom question answering.

Given a user query and a block of text/passage the API will return an answer and precise answer (if available).

Example API usage

Imagine that you have one or more blocks of text from which you would like to get answers for a given question. Normally you would have had to create as many sources as the number of blocks of text. However, now with the prebuilt API you can query the blocks of text without having to define content sources in a project.

Some other scenarios where this API can be used are:

You are developing an ebook reader app for end users, which allows them to highlight text, enter a question and find answers over a highlighted passage of text.
A browser extension that allows users to ask a question over the content being currently displayed on the browser page.
A health bot that takes queries from users and provides answers based on the medical content that the bot identifies as most relevant to the user query.

Below is an example of a sample request:

Sample request

POST https://{Unique-to-your-endpoint}.api.cognitive.microsoft.com/language/:query-text

Sample query over a single block of text

Request Body

{
  "parameters": {
    "Endpoint": "{Endpoint}",
    "Ocp-Apim-Subscription-Key": "{API key}",
    "Content-Type": "application/json",
    "api-version": "2021-10-01",
    "stringIndexType": "TextElements_v8",
    "textQueryOptions": {
      "question": "how long it takes to charge surface?",
      "records": [
        {
          "id": "1",
          "text": "Power and charging. It takes two to four hours to charge the Surface Pro 4 battery fully from an empty state. It can take longer if you’re using your Surface for power-intensive activities like gaming or video streaming while you’re charging it."
        },
        {
          "id": "2",
          "text": "You can use the USB port on your Surface Pro 4 power supply to charge other devices, like a phone, while your Surface charges. The USB port on the power supply is only for charging, not for data transfer. If you want to use a USB device, plug it into the USB port on your Surface."
        }
      ],
      "language": "en"
    }
  }
}

Sample response

In the above request body, we query over a single block of text. A sample response received for the above query is shown below,

{
"responses": {
    "200": {
      "headers": {},
      "body": {
        "answers": [
          {
            "answer": "Power and charging. It takes two to four hours to charge the Surface Pro 4 battery fully from an empty state. It can take longer if you’re using your Surface for power-intensive activities like gaming or video streaming while you’re charging it.",
            "confidenceScore": 0.93,
            "id": "1",
            "answerSpan": {
              "text": "two to four hours",
              "confidenceScore": 0,
              "offset": 28,
              "length": 45
            },
            "offset": 0,
            "length": 224
          },
          {
            "answer": "It takes two to four hours to charge the Surface Pro 4 battery fully from an empty state. It can take longer if you’re using your Surface for power-intensive activities like gaming or video streaming while you’re charging it.",
            "confidenceScore": 0.92,
            "id": "1",
            "answerSpan": {
              "text": "two to four hours",
              "confidenceScore": 0,
              "offset": 8,
              "length": 25
            },
            "offset": 20,
            "length": 224
          },
          {
            "answer": "It can take longer if you’re using your Surface for power-intensive activities like gaming or video streaming while you’re charging it.",
            "confidenceScore": 0.05,
            "id": "1",
            "answerSpan": null,
            "offset": 110,
            "length": 244
          }
        ]
      }
    }
  }

We see that multiple answers are received as part of the API response. Each answer has a specific confidence score that helps understand the overall relevance of the answer. Answer span represents whether a potential short answer was also detected. Users can make use of this confidence score to determine which answers to provide in response to the query.

Prebuilt API limits

API call limits

If you need to use larger documents than the limit allows, you can break the text into smaller chunks of text before sending them to the API. In this context, a document is a defined single string of text characters.

These numbers represent the per individual API call limits:

Number of documents: 5.
Maximum size of a single document: 5,120 characters.
Maximum three responses per document.

Language codes supported

The following language codes are supported by Prebuilt API. These language codes are in accordance to the ISO 639-1 codes standard.

Language code	Language
af	Afrikaans
am	Amharic
ar	Arabic
as	Assamese
az	Azerbaijani
ba	Bashkir
be	Belarusian
bg	Bulgarian
bn	Bengali
ca	Catalan, Valencian
ckb	Central Kurdish
cs	Czech
cy	Welsh
da	Danish
de	German
el	Greek, Modern (1453–)
en	English
eo	Esperanto
es	Spanish, Castilian
et	Estonian
eu	Basque
fa	Persian
fi	Finnish
fr	French
ga	Irish
gl	Galician
gu	Gujarati
he	Hebrew
hi	Hindi
hr	Croatian
hu	Hungarian
hy	Armenian
id	Indonesian
is	Icelandic
it	Italian
ja	Japanese
ka	Georgian
kk	Kazakh
km	Central Khmer
kn	Kannada
ko	Korean
ky	Kirghiz, Kyrgyz
la	Latin
lo	Lao
lt	Lithuanian
lv	Latvian
mk	Macedonian
ml	Malayalam
mn	Mongolian
mr	Marathi
ms	Malay
mt	Maltese
my	Burmese
ne	Nepali
nl	Dutch, Flemish
nn	Norwegian Nynorsk
no	Norwegian
or	Odia
pa	Punjabi, Panjabi
pl	Polish
ps	Pashto, Pushto
pt	Portuguese
ro	Romanian
ru	Russian
sa	Sanskrit
sd	Sindhi
si	Sinhala, Sinhalese
sk	Slovak
sl	Slovenian
sq	Albanian
sr	Serbian
sv	Swedish
sw	Swahili
ta	Tamil
te	Telugu
tg	Tajik
th	Thai
tl	Tagalog
tr	Turkish
tt	Tatar
ug	Uighur, Uyghur
uk	Ukrainian
ur	Urdu
uz	Uzbek
vi	Vietnamese
yi	Yiddish
zh	Chinese

Prebuilt API reference

Visit the full prebuilt API samples documentation to understand the input and output parameters required for calling the API.

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