So, currently I have my extension sending a piece of text to the NLP API through a cloud function. This piece of text is processed and predicted, and a score is assigned based on the prediction(a sentence could be 0.33 - "important-consent", for example). I am wondering if it is possible to save the sentences with their respective scores into Firestore. Currently, I can only save the sentences but not their scores.
We really would like to have the scores in the Firestore DB because of a threshold limit we are using. If there are no scores, the threshold becomes obsolete.
Here is the cloud function, just in case:
exports.queryAutoML = (req, res) => {
const automl = require('@google-cloud/automl');
const client = new automl.PredictionServiceClient();
var formattedName = client.modelPath('*********', '**********', '*****************');
var payload = {
"textSnippet": {
"content": req.body,
"mime_type": "text/plain"
},
};
var request = {
name: formattedName,
payload: payload,
};
client.predict(request)
.then(responses => {
console.log("in success");
let title = responses[0].payload[0].displayName;
let score = responses[0].payload[0].classification.score;
output = [req.body, title, score];
res.status(200).send(output);
})
.catch(err => {
console.log("in error");
console.error(err);
});
Adding Frank van Puffelen's answer as comunnity wiki to improve visibility:
The snippet provided in the comments link shows how to create a document and upload it to Firestore collection. Therefore what you need to do is use the results of the NLP query as fields to create a document, then just push it using the Firebase SDK.