-
Notifications
You must be signed in to change notification settings - Fork 0
/
summarize.js
51 lines (44 loc) · 1.06 KB
/
summarize.js
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
const axios = require("axios");
require("dotenv").config();
// This is the function where the call to the API is made. Returns the summarized text as a string.
async function summarizeText(text, range) {
let max, min;
if (range == 1) {
max = 100;
min = 50;
} else if (range == 2) {
max = 200;
min = 100;
} else if (range == 3) {
max = 400;
min = 200;
} else {
max = 70;
min = 50;
}
let data = JSON.stringify({
inputs: text,
parameters: {
max_length: max,
min_length: min,
},
});
let config = {
method: "post",
maxBodyLength: Infinity,
url: "https://api-inference.huggingface.co/models/facebook/bart-large-cnn",
headers: {
"Content-Type": "application/json",
Authorization: "Bearer " + process.env.ACCESS_TOKEN,
},
data: data,
};
try {
const response = await axios.request(config);
return response.data[0].summary_text;
} catch (err) {
console.log(err);
}
}
// Allows for summarizeText() to be called outside of this file
module.exports = summarizeText;