I need help with Displaying the response I get from my API to Dialogflow UI. Here is my code. I am currently using WebHook to connect Dialogflow to backend in Heroku.
My code
const functions = require('firebase-functions');
var admin = require("firebase-admin");
var serviceAccount = require("../../reactpageagent-dxug-firebase-adminsdk-26f6q-e1563ff30f.json");
admin.initializeApp({
credential: admin.credential.cert(serviceAccount),
databaseURL: "https://reactpageagent-dxug.firebaseio.com"
});
const { WebhookClient } = require('dialogflow-fulfillment');
const { Card, Suggestion } = require('dialogflow-fulfillment');
const axios = require('axios');
module.exports = (request, response) => {
const agent = new WebhookClient({ request, response });
function welcome(agent) {
agent.add('Welcome to my agent');
}
function rhymingWordHandler(agent) {
const word = agent.parameters.word;
agent.add(`Here are the rhyming words for ${word}`)
axios.get(`https://api.datamuse.com/words?rel_rhy=${word}`)
.then((result) => {
console.log(result.data);
result.data.map(wordObj => {
console.log(wordObj.word);
agent.add(JSON.stringify(wordObj.word));
return;
// agent.end(`${wordObj.word}`);
});
});
};
let intentMap = new Map();
intentMap.set('Default Welcome Intent', welcome);
intentMap.set('rhymingWord', rhymingWordHandler);
agent.handleRequest(intentMap);
}
When I console.log my the result. I get the data from the API in my console.log output, but the Data is not displayed in Dialogflow UI I also do not get any error.
Heroku log
I had real trouble with the result.data.map line of code.
In the end, I avoided it and instead processed result.data after the .then((result) => { line by checking the array length that my API returned, and if it was > 0, loop through it to output each line individually, using agent.add. If the array length was 0, I used agent.add to display a message saying 'No records found'. I used a catch to log any errors (again, using agent.add to send an error message to the user).
Related
I'm trying to create a simple AI chatbot command for my discord bot and it's working out, however, my Dialogflow doesn't seem to utilize any changes that I made like new intents or different responses. it always just returns the text from before the changes or just doesn't return anything at all.
I might be really stupid.
This is my code:
const Discord = require("discord.js")
const axios = require('axios');
const uuid = require('uuid');
const dialogflow = require('#google-cloud/dialogflow');
require("dotenv").config();
const projectId = "mydialogprojectid";
console.log(process.env.GOOGLE_APPLICATION_CREDENTIALS)
const config = require(`../config.json`)
exports.run = async(client, message, args) => {
message.channel.startTyping();
// A unique identifier for the given session
const sessionId = uuid.v4();
console.log(sessionId)
// Create a new session
const sessionClient = new dialogflow.SessionsClient();
const sessionPath = sessionClient.projectAgentSessionPath(projectId, sessionId);
// The text query request.
const request = {
session: sessionPath,
queryInput: {
text: {
// The query to send to the dialogflow agent
text: args.join(' '),
// The language used by the client (en-US)
languageCode: 'en-US',
},
},
};
// Send request and log result
const responses = await sessionClient.detectIntent(request);
const result = responses[0].queryResult;
if (result.intent) {
console.log(` Intent: ${result.intent.displayName}`);
} else {
console.log(` No intent matched.`);
}
console.log(result)
message.channel.stopTyping();
return message.channel.send(result.fulfillmentText ? result.fulfillmentText : "Something went wrong, forgive me please! I'm still in beta.")
}
I have the same issue it works on the Dialogflow console etc but when using it in discord it wouldnt find the intent etc like you described.
At first i thought this was just some cache issue. I will update this if i find a solution.
I made some API call as node.js and I checked it works well in my local.
So I tried to put into Dialogflow.
But It doesn't give any variable.
This is the errors.
Error: could not handle the request
I explain my procedure below.
[1]
This works well in my local with node.js.
It gives a value as ['aa','bb','cc',...,'dd']
const request = require('request');
const url = "https://datos.madrid.es/portal/site/egob/menuitem.ac61933d6ee3c31cae77ae7784f1a5a0/?vgnextoid=00149033f2201410VgnVCM100000171f5a0aRCRD&format=json&file=0&filename=201132-0-museos&mgmtid=118f2fdbecc63410VgnVCM1000000b205a0aRCRD&preview=full";
function information(){
request({
url: url,
json: true
}, function (error, response, body) {
if (!error && response.statusCode === 200)
{
}
var bd = body['#graph'];
var model = [];
var i = i;
for (i = 0; i < Object.keys(bd).length; i++)
{
model[i] = bd[i].title;
}
return model;
});
}
[2]
Therefore I made some code on inline editor to check it works well with this kind of value.
I attached a function most below in this code.
When I type 'hello', it says '1 , 2'. That works well.
'use strict';
const functions = require('firebase-functions');
const {WebhookClient} = require('dialogflow-fulfillment');
const {Card, Suggestion} = require('dialogflow-fulfillment');
const request = require('request');
process.env.DEBUG = 'dialogflow:debug';
exports.dialogflowFirebaseFulfillment = functions.https.onRequest((request, response) => {
const agent = new WebhookClient({ request, response });
console.log('Dialogflow Request headers: ' + JSON.stringify(request.headers));
console.log('Dialogflow Request body: ' + JSON.stringify(request.body));
function hello(agent) {
var model2 = information();
agent.add(model2);
}
function fallback(agent) {
agent.add(`I didn't understand`);
agent.add(`I'm sorry, can you try again?`);
}
let intentMap = new Map();
intentMap.set('hello', hello);
intentMap.set('Default Fallback Intent', fallback);
agent.handleRequest(intentMap);
});
function information(){
return ['1','2'];
}
[3]
At last, I tried to do with my API call.
But It doesn't give any value.
It has every package moduel also.
I wonder why it doesn't work on same situation.
'use strict';
const functions = require('firebase-functions');
const {WebhookClient} = require('dialogflow-fulfillment');
const {Card, Suggestion} = require('dialogflow-fulfillment');
const request = require('request');
const url = "https://datos.madrid.es/portal/site/egob/menuitem.ac61933d6ee3c31cae77ae7784f1a5a0/?vgnextoid=00149033f2201410VgnVCM100000171f5a0aRCRD&format=json&file=0&filename=201132-0-museos&mgmtid=118f2fdbecc63410VgnVCM1000000b205a0aRCRD&preview=full";
process.env.DEBUG = 'dialogflow:debug';
exports.dialogflowFirebaseFulfillment = functions.https.onRequest((request, response) => {
const agent = new WebhookClient({ request, response });
console.log('Dialogflow Request headers: ' + JSON.stringify(request.headers));
console.log('Dialogflow Request body: ' + JSON.stringify(request.body));
function hello(agent) {
var model2 = information();
agent.add(model2);
}
function fallback(agent) {
agent.add(`I didn't understand`);
agent.add(`I'm sorry, can you try again?`);
}
let intentMap = new Map();
intentMap.set('hello', hello);
intentMap.set('Default Fallback Intent', fallback);
agent.handleRequest(intentMap);
});
function information(){
request({
url: url,
json: true
}, function (error, response, body) {
if (!error && response.statusCode === 200)
{
}
var bd = body['#graph'];
var model = [];
var i = i;
for (i = 0; i < Object.keys(bd).length; i++)
{
model[i] = bd[i].title;
}
return model;
});
}
You don't show the error you're getting, but there are likely two problems with what you're trying to do.
The first is that request returns its information asynchronously, through a callback. The dialogflow-fulfillment library requires that any Intent Handler that does asynchronous operations return a Promise.
While you can wrap this in a Promise, even easier is to use a version of request that will work directly with Promises, such as request-promise-native. (See, for example, https://stackoverflow.com/a/49751176/1405634)
Your other issue is that if you're using the built-in code editor for Dialogflow, you're working on top of Cloud Functions for Firebase. By default, network calls are only allowed inside Google's network. In order to access external addresses, you need to make sure you're using a paid plan such as the Blaze plan. There is, however, a free tier which is sufficient for development and most testing, and likely even light production.
You can make an app on heroku and send the fullfilment through to it, instead of using inclide code editor for google cloud.
Here is I'm trying to achieve
if user is exist in firestore
show the data
else
add it to firestore
And following is my code
// See https://github.com/dialogflow/dialogflow-fulfillment-nodejs
// for Dialogflow fulfillment library docs, samples, and to report issues
'use strict';
const functions = require('firebase-functions');
const {WebhookClient} = require('dialogflow-fulfillment');
const admin = require('firebase-admin');
admin.initializeApp({
credential: admin.credential.applicationDefault()
});
var db = admin.firestore();
const settings = {timestampsInSnapshots: true};
db.settings(settings);
exports.dialogflowFirebaseFulfillment = functions.https.onRequest((request, response) => {
const agent = new WebhookClient({ request, response });
function save(agent) {
const usersRef = db.collection('users').doc('someid');
usersRef.get().then(function(doc) {
if(doc.exists) {
let existingUser = doc.data();
console.log("Document is already exists " + existingUser.userName);
agent.add('Hello ');
} else {
console.log("Document creation is started");
usersRef.set({
userName : 'somename'
});
agent.add('Welcome ');
}
}).catch(function(error) {
console.error("Error writing document: ", error);
agent.add('Failed to login!');
});
}
let intentMap = new Map();
intentMap.set('dialogflow-intent-name',save);
agent.handleRequest(intentMap);
});
But the execution of above code it starts the cloud function and terminated first and my chatbot doesn't get any response but after execution log is like
Function execution started
Function execution took 404 ms, finished
with status code: 200
"Document is already exists someusername"
DocumentReference.set returns a promise, and you are not waiting for it to finish. So it should work if you change your code from:
usersRef.set({
userName : 'somename'
});
... rest of the code
to
usersRef.set({
userName : 'somename'
}).then(result => {
... rest of the code
})
I have a Cloud Firestore database that stores the number of inhabitants of all cities in England in 2017.
Then I have a Dialogflow. Whenever I tell the name of a city to Dialogflow, I want it to get the number of inhabitants in that city from Firestore and return it to Dialogflow.
Specifically, I want to implement this via the Inline Editor.
Question: What lines of code do I need to add to the code below in order to make this happen?
So here is the code that I write in the Inline Editor in Dialogflow > Fulfillment > index.js:
'use strict';
const functions = require('firebase-functions');
const firebaseAdmin = require('firebase-admin');
const {WebhookClient} = require('dialogflow-fulfillment');
const {Card, Suggestion} = require('dialogflow-fulfillment');
const App = require('actions-on-google').DialogflowApp;
process.env.DEBUG = 'dialogflow:debug'; // enables lib debugging statements
exports.dialogflowFirebaseFulfillment = functions.https.onRequest((request, response) => {
const agent = new WebhookClient({ request, response });
console.log('Dialogflow Request headers: ' + JSON.stringify(request.headers));
console.log('Dialogflow Request body: ' + JSON.stringify(request.body));
function welcome(agent) {
agent.add(`Hello and welcome!`);
}
function fallback(agent) {
agent.add(`I didn't understand`);
agent.add(`I'm sorry, can you try again?`);
}
let intentMap = new Map();
intentMap.set('Default Welcome Intent', welcome);
intentMap.set('Default Fallback Intent', fallback);
agent.handleRequest(intentMap);
});
Here is some sample code showing how to connect Firebase's Firestore database to Dialogflow fulfillment hosting on Firebase functions:
'use strict';
const functions = require('firebase-functions');
const admin = require('firebase-admin');
const {WebhookClient} = require('dialogflow-fulfillment');
process.env.DEBUG = 'dialogflow:*'; // enables lib debugging statements
admin.initializeApp(functions.config().firebase);
const db = admin.firestore();
exports.dialogflowFirebaseFulfillment = functions.https.onRequest((request, response) => {
const agent = new WebhookClient({ request, response });
function writeToDb (agent) {
// Get parameter from Dialogflow with the string to add to the database
const databaseEntry = agent.parameters.databaseEntry;
// Get the database collection 'dialogflow' and document 'agent' and store
// the document {entry: "<value of database entry>"} in the 'agent' document
const dialogflowAgentRef = db.collection('dialogflow').doc('agent');
return db.runTransaction(t => {
t.set(dialogflowAgentRef, {entry: databaseEntry});
return Promise.resolve('Write complete');
}).then(doc => {
agent.add(`Wrote "${databaseEntry}" to the Firestore database.`);
}).catch(err => {
console.log(`Error writing to Firestore: ${err}`);
agent.add(`Failed to write "${databaseEntry}" to the Firestore database.`);
});
}
function readFromDb (agent) {
// Get the database collection 'dialogflow' and document 'agent'
const dialogflowAgentDoc = db.collection('dialogflow').doc('agent');
// Get the value of 'entry' in the document and send it to the user
return dialogflowAgentDoc.get()
.then(doc => {
if (!doc.exists) {
agent.add('No data found in the database!');
} else {
agent.add(doc.data().entry);
}
return Promise.resolve('Read complete');
}).catch(() => {
agent.add('Error reading entry from the Firestore database.');
agent.add('Please add a entry to the database first by saying, "Write <your phrase> to the database"');
});
}
// Map from Dialogflow intent names to functions to be run when the intent is matched
let intentMap = new Map();
intentMap.set('ReadFromFirestore', readFromDb);
intentMap.set('WriteToFirestore', writeToDb);
agent.handleRequest(intentMap);
});
This came from Dialogflow's Firestore sample located here: https://github.com/dialogflow/fulfillment-firestore-nodejs
I have been trying to get this to work, but am new to NodeJS. I suspect the issue is due to async, but am not familiar with how it works.
The idea behind this code is that it monitors a firebase database change and sends an email to the users. I am getting everything from the change snapshot, and using the values to check another table for user data. The request is not returning before the email gets sent and I am unsure why.
Edit I should specify that the email function sgMail is firing off before I get the results from the requests. I've tried putting a delay, but I am still not getting the result to return in time.
Here's my index.js
// The Cloud Functions for Firebase SDK to create Cloud Functions and setup triggers.
const functions = require('firebase-functions');
var requestify = require('requestify');
//SendGrid
const SENDGRID_API_KEY = functions.config().sendgrid.key;
const sgMail = require('#sendgrid/mail');
sgMail.setApiKey(SENDGRID_API_KEY);
// The Firebase Admin SDK to access the Firebase Realtime Database.
const admin = require('firebase-admin');
admin.initializeApp(functions.config().firebase);
exports.packingListEmail = functions.database.ref('Order/{orderID}')
.onUpdate(event => {
// Grab the current value of what was written to the Realtime Database.
const eventSnapshot = event.data;
//Here You can get value through key
var shipperInfo = eventSnapshot.child("fk_shipper_id").val();
var travelerInfo = eventSnapshot.child("fk_traveler_id").val();
//Print value of string
console.log(shipperInfo);
//Get Shipper Info
const shipperPath = 'https://shlep-me-f516e.firebaseio.com/User/'+shipperInfo+'.json';
requestify.get(shipperPath)
.then(function(response) {
// Get the response body (JSON parsed or jQuery object for XMLs)
shipperResult = response.getBody();
console.log(shipperResult.email);
return shipperResult;
});
function getTravelerData() {
return new Promise(resolve => {
requestify.get('https://shlep-me-f516e.firebaseio.com/User/' + travelerInfo + '.json')
.then(function (response) {
resolve(response.getBody())
});
});
}
var TravelD = getTravelerData();
//Send an email
const msg = {
to: 'andrew#shlepme.com',
from: 'support#shlepme.com',
subject: 'New Follower',
// text: `Hey ${toName}. You have a new follower!!! `,
// html: `<strong>Hey ${toName}. You have a new follower!!!</strong>`,
// custom templates
templateId: 'd1ccfeb9-2e2d-4979-a3ca-c53975fe486e',
substitutionWrappers: ['%', '%'],
substitutions: {
'%shipper_name%': "Test",
'traveler_name': TravelD.name
// and other custom properties here
}
};
console.log('Sending email');
console.log(TravelD);
return sgMail.send(msg)
});
Any ideas? I have been trying to figure this out.
It seems that you need to understand about Promises first.
When you start using promises you will need to ALWAYS use them and chain one with the other.
So I would rewrite your code like this: (not tested)
// The Cloud Functions for Firebase SDK to create Cloud Functions and setup triggers.
const functions = require("firebase-functions");
var requestify = require("requestify");
//SendGrid
const SENDGRID_API_KEY = functions.config().sendgrid.key;
const sgMail = require("#sendgrid/mail");
sgMail.setApiKey(SENDGRID_API_KEY);
// The Firebase Admin SDK to access the Firebase Realtime Database.
const admin = require("firebase-admin");
admin.initializeApp(functions.config().firebase);
exports.packingListEmail = functions.database
.ref("Order/{orderID}")
.onUpdate(event => {
// Grab the current value of what was written to the Realtime Database.
const eventSnapshot = event.data;
//Here You can get value through key
var shipperInfo = eventSnapshot.child("fk_shipper_id").val();
var travelerInfo = eventSnapshot.child("fk_traveler_id").val();
//Print value of string
console.log(shipperInfo);
//Get Shipper Info
const shipperPath = "https://shlep-me-f516e.firebaseio.com/User/" + shipperInfo + ".json";
requestify.get(shipperPath)
.then(function(response) {
// Get the response body (JSON parsed or jQuery object for XMLs)
var shipperResult = response.getBody();
console.log(shipperResult.email);
return shipperResult;
})
.then(function (shipperResult) {
//Send an email
const msg = {
to: "andrew#shlepme.com",
from: "support#shlepme.com",
subject: "New Follower",
// text: `Hey ${toName}. You have a new follower!!! `,
// html: `<strong>Hey ${toName}. You have a new follower!!!</strong>`,
// custom templates
templateId: "d1ccfeb9-2e2d-4979-a3ca-c53975fe486e",
substitutionWrappers: ["%", "%"],
substitutions: {
"%shipper_name%": "Test",
traveler_name: shipperResult.name
// and other custom properties here
}
};
console.log("Sending email");
console.log(shipperResult);
return sgMail.send(msg);
});
});