Summarize

curl -X POST \
'https://api.oneai.com/api/v0/pipeline' \
-H 'accept: application/json' \
-H 'Content-Type: application/json' \
-H 'api-key: <YOUR-API-KEY-HERE>' \
-d '{
    "input": "Whether to power translation to document summarization, enterprises are increasing their investments in natural language processing (NLP) technologies. According to a 2021 survey from John Snow Labs and Gradient Flow, 60% of tech leaders indicated that their NLP budgets grew by at least 10% compared to 2020, while a third said that spending climbed by more than 30%"
    "steps": [
      {
        "skill": "summarize"
      }   
    ]
}'

const { OneAI } = require("oneai");

const oneai = new OneAI("<YOUR-API-KEY-HERE>");
const text = "Whether to power translation to document summarization, enterprises are increasing their investments in natural language processing (NLP) technologies. According to a 2021 survey from John Snow Labs and Gradient Flow, 60% of tech leaders indicated that their NLP budgets grew by at least 10% compared to 2020, while a third said that spending climbed by more than 30%";
const pipeline = new oneai.Pipeline(
    oneai.skills.summarize(),
);

pipeline.run(text).then(console.log);

import oneai

oneai.api_key = "<YOUR-API-KEY-HERE>"
text = "Whether to power translation to document summarization, enterprises are increasing their investments in natural language processing (NLP) technologies. According to a 2021 survey from John Snow Labs and Gradient Flow, 60% of tech leaders indicated that their NLP budgets grew by at least 10% compared to 2020, while a third said that spending climbed by more than 30%"
pipeline = oneai.Pipeline(
  steps = [
        oneai.skills.Summarize(),
  ]
)

output = pipeline.run(text)

{
  "input_text": "Whether to power translation to document summarization, enterprises are increasing their investments in natural language processing (NLP) technologies. According to a 2021 survey from John Snow Labs and Gradient Flow, 60% of tech leaders indicated that their NLP budgets grew by at least 10% compared to 2020, while a third said that spending climbed by more than 30%",
  "status": "success",
  "output": [
    {
      "text_generated_by_step_name": "summarize",
      "text_generated_by_step_id": 1,
      "text": "60% of tech leaders indicated that their NLP budgets grew by at least 10% compared to 2020. A third said that spending climbed by more than 30%.",
      "labels": [
        {
          "type": "origin",
          "skill": "origin",
          "span_text": "60",
          "span": [
            0,
            2
          ],
          "output_spans": [
            {
              "section": 0,
              "start": 0,
              "end": 2
            }
          ],
          "input_spans": [
            {
              "section": 0,
              "start": 218,
              "end": 220
            }
          ]
        },
        // ...
      ]
    }
  ],
  "stats": {
    "concurrency_wait_time": 0,
    "total_running_jobs": 1,
    "total_waiting_jobs": 0
  }
}

{
  text: 'Whether to power translation to document summarization, enterprises are increasing their investments in natural language processing (NLP) technologies. According to a 2021 survey from John Snow Labs and Gradient Flow, 60% of tech leaders indicated that their NLP budgets grew by at least 10% compared to 2020, while a third said that spending climbed by more than 30%',
  summary: {
    text: '60% of tech leaders indicated that their NLP budgets grew by at least 10% compared to 2020. A third said that spending climbed by more than 30%.',
    origins: []
  }
}