The Conversational Data Intelligence Platform

const request = require("request");

request.post(
  {
    url: "https://reinfer.io/api/v1/datasets/org1/collateral/labellers/1/predict",
    headers: { Authorization: "Bearer " + process.env.REINFER_TOKEN },
    json: true,
    body: {
      documents: [
        {
          messages: [
            {
              body: {
                text: "Hi Bob,\n\nCould you send me today's report?\n\nThanks,\nAlice",
              },
              from: "alice@company.com",
              sent_at: "2011-12-11T11:02:03Z",
              to: ["bob@organisation.org"],
            },
          ],
        },
      ],
    },
  },
  function (error, response, json) {
    console.log(JSON.stringify(json, null, 2));
  }
);

import json
import os

import requests

print(
  requests.post(
      "https://reinfer.io/api/v1/datasets/org1/collateral/labellers/1/predict",
      headers={"Authorization": "Bearer " + os.environ["REINFER_TOKEN"]},
      json={
          "documents": [
              {
                  "messages": [
                      {
                          "from": "alice@company.com",
                          "to": ["bob@organisation.org"],
                          "sent_at": "2011-12-11T11:02:03Z",
                          "body": {
                              "text": "Hi Bob,\n\nCould you send me today's report?\n\nThanks,\nAlice"
                          },
                      },
                  ],
              },
          ],
      },
  ).json()
)

{
  "labels": [
    [
      {"name": ["Request"], "probability": 0.93},
      {"name": ["Request", "Report"], "probability": 0.91}
    ],
  ],
  "entities": [
    [
      {
        "kind": "person",
        "formatted_value": "Bob",
        "span": { "content_part": "body", "utf16_byte_start": 3, "utf16_byte_end": 5 }
      }
      {
        "kind": "date",
        "formatted_value": "2011-12-11",
        "span": { "content_part": "body", "utf16_byte_start": 27, "utf16_byte_end": 31 }
      },
    ],
  ],
  "status": "ok"
}