Team DineTime: Anthony Neace, Joe Elliott, Martin Disibio, Joshua Nord

Created November 30, 2016

DineTime Alexa Skill

Ask Alexa for the wait time at DineTime Restaurants

298

Finalist

AWS re:Invent Alexa Skill Contest

Things used in this project

Hardware components

Amazon Alexa Echo Dot

Software apps and online services

Amazon Alexa Alexa Skills Kit

Amazon Web Services AWS Lambda

DineTime

A mock client is provided with our code containing sample responses for DineTime APIs.

Story

An idea is born

The DineTime Alexa skill was born in the sleepy Standiford Field airport while waiting for flight 4024 to depart. Due to mechanical issues the flight was delayed an hour and a group of bored QSR developers began discussing the Alexa skills competition. It sounded like fun.

The team decided to focus on two major features:

Listing Nearby DineTime restaurants

Retrieving the current wait times for those restaurant

A simple conversation with Alexa on the way out the door and a happy consumer will have advanced knowledge of wait times at any nearby DineTime restaurant. A plan was born. A skill was conceived. Our fate was sealed.

Initial Efforts

Unblinking developers accepted the burden of using airplane wifi to hack together a lambda function that described the Alexa conversation. Downstream was exhausting. Upstream was nonexistent. Nevertheless they soldiered forward. Have you ever run `npm install` from an airplane? No. You haven't. Because it's insane.

A variety of half working pieces were cobbled together but, with no reliable way to upload, the team was forced to wait until landing to upload their first attempts.

They did not work.

Knowledge, Struggle and Success

Having arrived at the conference the QSR team continued to deepen their knowledge of Alexa. At a skills workshop a number of tools including the alexa-sdk, alexa-utterances, and lambda-local were discovered. Armed with fresh knowledge the brave few moved forward unaware of the challenges that remained ahead.

Unfortunately, and also surprisingly, Alexa was unable to give the developers location data. As a result a more complex conversation was designed in which Alexa would ask the user what city they wished to search for restaurants in.

Also, the team struggled with the alexa-sdk itself. The emitter architecture felt unnecessary and over engineered. Persisting the state of the conversation seemed buggy and often required setting multiple fields on the eventHandler object. Hours of poring over the sdk code finally revealed its secrets and, each time the group queried Alexa, the conversation felt more complete and more natural.

Late into the night on Tuesday evening the group finally cobbled together its first working conversations. Bleary eyes stared out over the glowing Las Vegas strip and tired hands consulted the keyboards.

Finally, Marty exclaimed "Sweet, this baby is working!". And it was.

Video Demo

Demo of discovering restaurants and retrieving a wait time

VUI Diagram

The following VUI diagram describes asking for a wait time at a restaurant:

VUI Diagram: Asking for wait time at restaurant

The user can enter this flow on any of three intents (in grey). If an intent requires a location parameter we designed the conversation to prompt you for a city while maintaining state. Alexa is then able to immediately respond to the initial query in the context of the provided location.

Utterances

Our utterances were compiled with a separate package called dinetime-alexa-utterances (included with the provided source). The utility retrieves a collection of compatible sentence fragments and compiles them via the alexa-utterances package. This utility is arranged to group sets of compatible sentence fragments by intent in lib/utterances.

The compiled utterances.txt is approaching 600 utterances.

A full listing of pre-compiled utterances is available in the source code at dinetime-alexa-utterances/utterances.txt.

Intents

GetWaitTimeIntent

"What is the wait time at DineTime Bar and Grill?"

"When can I get a table at DineTime Pub?"

GetWaitTimeIntent allows the user to ask Alexa the wait time at a restaurant that is using DineTime software. Alexa will reply with the wait time in a range of minutes, or tell you if the restaurant is currently closed.

GetNearbySitesIntent

"What restaurants are nearby?"

"Where can I get a bite to eat?"

GetNearbySitesIntent allows the user to ask what restaurants are in a given city that are using the DineTime software. The user can use this to discover what restaurants they can ask for wait times at.

TellCityIntent

"Louisville"

"I am in Las Vegas."

TellCityIntent allows the user to save a city for the duration of their current session. Subsequent requests for nearby restaurants or wait time won't have to supply the 'City' parameter after City is set.

NoIntent

"No."

"I'm not hungry."

StopIntent allows the user to end the current session. This will release the city parameter if it has been set. This can be used at any time during the session.

Code

/* eslint-disable  func-names */
/* eslint quote-props: ["error", "consistent"]*/
'use strict';

const Alexa = require('alexa-sdk');
const APP_ID = 'amzn1.ask.skill.bfeb69c6-60eb-40e1-9834-6c831bf92441';
const ClientName = 'dinetime-alexa';
const ClientVersion = '.0.0.1';

var nconf = require('nconf').env();
var polarisClient = require('./polaris-client');

var url = nconf.get('url');
if(url == undefined) {
    console.warn('Warning: Missing url config variable');
}

var accountId = nconf.get('accountid');
if(accountId == undefined) {
    console.warn('Warning: Missing accountid config variable');
}

var passcode = nconf.get('passcode');
if(passcode == undefined) {
    console.warn('Warning: Missing passcode config variable');
}

if (undefined == url ||
    undefined == accountId ||
    undefined == passcode) {

    console.warn('Warning: Missing required config variable; using mock API')
    polarisClient = require('./polaris-client-mock');   
}

function getFirstSearchResult(restaurantName, lat, long, cb) {
    search(restaurantName, lat, long).then(function(sites) {
        if(sites != null && sites.length > 0) {
            cb(sites[0]);
        }
        else {
            cb(null);
        }
    }, function() { cb(null); });
}

function search(restaurantName, lat, long) {

    var promise = new Promise(function(resolve, reject) {

        polarisClient.start({
            url: url,
            accountId: accountId,
            passcode: passcode
        }, ClientName, ClientVersion);

        polarisClient.serviceCall('/api/hub/search/search', {
            ProfileID: null,
            PartySize: 4,
            ReservationDate: null,
            ReservationTime: null,
            SearchLatitude: lat,
            SearchLongitude: long,
            QsrVisitSourceID: null,
            RadiusMiles: 30,
            Name: restaurantName,
            Cuisines: null,
            Neighborhoods: null,
            City: null,
            County: null,
            QsrStateID: null,
            QsrCountryID: null,
            Categories: null,
            PhoneNumber: null,
            SearchSortTypeID: 1,
            PageNumber: null,
            //base request
            AccountID: null,
            AppID: null,
            DeviceID: null,
            CountryCode: null
        }, 'POST').then(function(result) {
            //if success then return quote high/low for only the first restaurantName
            var sites = [];
            if(result.Success) {
                if(result.Value && result.Value.SearchResults && result.Value.SearchResults.length > 0) {
                    console.log(JSON.stringify(result.Value.SearchResults));
                    sites = result.Value.SearchResults;
                    //site = result.Value.SearchResults[0];                    
                    /*quote = {
                        quoteValueLow: site.AverageWaitQuote.QuoteLow,
                        quoteValueHigh: site.AverageWaitQuote.QuoteHigh
                    };*/
                }

                resolve(sites);
                debug(sites);
            } else {
                console.log("failed or returned no results");
                console.log(result);
                reject(sites);
            }
        }, function() { reject(); });
    });

    return promise;
}

const languageStrings = {
    'en-US': {
        translation: {
            SKILL_NAME: 'Dine Time',
            HELP_MESSAGE: 'With Dine Time you can ask what restaurants are nearby? or what is the wait time at any Dine Time restaurant... What can I help you with?',
            HELP_REPROMPT: 'What can I help you with?',
            STOP_MESSAGE: 'Goodbye!',
        }
    }
};

function handleNotOpen(emitter, restaurantName) {
    console.log('not open handler');
    var message = 'The nearest ' + restaurantName + ' is not currently open. Is there anything else I can help you with?';
    console.log(message);
    return emitter.emit(':ask', message, "Sorry, I didn't get that.");
}

function handleNoResults(emitter, restaurantName) {
    console.log('no results handler');
    return emitter.emit(':ask', 'Sorry, did not find any ' + restaurantName + ' restaurants nearby in Dine Time. Is there anything else I can help you with?');
}

const handlers = {
    'LaunchRequest': function () {
        this.emit('AMAZON.HelpIntent');
    },
    'NoIntent': function() {
        this.emit("AMAZON.StopIntent");
    },
    'TellCityIntentThenGetWaitTime': function() {
        var emitter = this;
        var cityName = this.event.request.intent.slots.City.value;
        if(cityName == null || cityName == undefined) {
            return emitter.emit(":tell", "Sorry I didn't understand that city name.");            
        }
        this.attributes["City"] = cityName;
        //return emitter.emit(":ask", "Ok, your location is now set to " + cityName + ". What can I help you with?", "Sorry, I didn't get that");
        this.emit('GetWaitTimeIntent');
    },
    'TellCityIntentThenSearchNearby': function() {
        var emitter = this;
        var cityName = this.event.request.intent.slots.City.value;
        if(cityName == null || cityName == undefined) {
            return emitter.emit(":tell", "Sorry I didn't understand that city name.");            
        }
        this.attributes["City"] = cityName;
        //return emitter.emit(":ask", "Ok, your location is now set to " + cityName + ". What can I help you with?", "Sorry, I didn't get that");
        this.emit('GetNearbySitesIntent');
    },
    'GetNearbySitesIntent': function() {
        var emitter = this;
        var cityName = this.event.request.intent.slots.City.value;
        if(cityName == null || cityName == undefined) {
            cityName = emitter.attributes["City"];
        }

        if(cityName == null || cityName == undefined) {
            //this.attributes["STATE"] = "ThenSearchNearby";
            emitter.handler.state = "ThenSearchNearby";
            return emitter.emit(":ask", "Which city should I search for restaurants in?", "Sorry, I didn't get that.");
        }

        emitter.handler.state = "";  
        emitter.state = ""
        emitter.attributes["STATE"] = "";              

        getTopLocation(cityName, function(location) {            

            if(location == null) {
                return emitter.emit(":ask", "Sorry I don't understand the city " + cityName + ". Please repeat that or try a different city.", "Sorry, I didn't get that.");
            }
            var radiusMiles = location.RadiusMiles;
            var lat = location.Latitude;
            var lng = location.Longitude;

            console.log('--searching nearby--');
            search(null, lat, lng).then(function(sites) {
                console.log(sites);
                if(sites == null || sites.length == 0) {
                    return emitter.emit(':ask', 'Sorry there are no DineTime restaurants nearby. Please try a different city.', "Sorry, I didn't get that.");
                }

                var message = 'There are ' + sites.length + ' restaurants nearby in ' + cityName;
                if(sites.length > 5) {
                    message = message + ". Some include: ";
                }
                for(var i=0; i < 5 && i < sites.length; i++) {
                    message = message + sites[i].SiteInfo.Name + ", ";
                }
                message = message + "... You can ask for the wait time at any of those restaurants. Is there anything else I can help you with?";
                
                return emitter.emit(':ask', message, "Sorry, I didn't get that.");
            })
        });
    },
    'GetWaitTimeIntent': function () {
        var emitter = this;

        var restaurantName = "";

        if(emitter.attributes["Restaurant"]) {
            restaurantName = emitter.attributes["Restaurant"];
        }

        if(this.event.request.intent.slots.RestaurantName) {
            restaurantName = this.event.request.intent.slots.RestaurantName.value;
            emitter.attributes["Restaurant"] = restaurantName;
        }
        
        var cityName = emitter.attributes["City"];
        if(this.event.request.intent.slots.City && this.event.request.intent.slots.City.value) {
            cityName = this.event.request.intent.slots.City.value;
        }

        if(cityName == null || cityName == undefined) {
            //this.attributes["STATE"] = "ThenGetWaitTime";
            emitter.handler.state = "ThenGetWaitTime";
            return emitter.emit(":ask", "Which city should I search for " + restaurantName + " in?", "Sorry, I didn't get that.");
        }

        emitter.handler.state = "";  
        emitter.state = ""
        emitter.attributes["STATE"] = "";          

        console.log("---querying---");
         getTopLocation(cityName, function(location) {
            if(location == null) {
                return emitter.emit(":ask", "Sorry I don't understand the city " + cityName + ". Please repeat that or try a different city.", "Sorry, I didn't get that.");
            }

            var radiusMiles = location.RadiusMiles;
            var lat = location.Latitude;
            var lng = location.Longitude;

            getFirstSearchResult(restaurantName, lat, lng, function(result) {        
                console.log("---getWaitTime---");
                console.log(result);
                if(result == null) {
                    return handleNoResults(emitter, restaurantName);
                }

                if(result.SiteInfo.SiteOperationStatusId != 2) {
                    return handleNotOpen(emitter, result.SiteInfo.Name);
                }

                restaurantName = result.SiteInfo.Name;
                var quoteLow = result.AverageWaitQuote.QuoteLow;
                var quoteHigh = result.AverageWaitQuote.QuoteHigh;
                var address = result.SiteInfo.Address;

                var message = "";
                if(quoteLow >= 0 && quoteHigh >= 0) {
                    message = "The wait time at the " + restaurantName + " at " + address + " is " + quoteLow + " to " + quoteHigh + " minutes";
                } else {
                    message = "There is no wait at the " + restaurantName + " at " + address;
                }
                console.log(message);
                emitter.emit(':ask', message + "... Is there anything else I can help you with?");  
            });
        });
        console.log('intent ending');
        //this.emit(':tell', 'test stuff');
    },
    'AMAZON.HelpIntent': function () {
        const speechOutput = this.t('HELP_MESSAGE');
        const reprompt = this.t('HELP_MESSAGE');
        this.emit(':ask', speechOutput, reprompt);
    },
    'AMAZON.CancelIntent': function () {
        this.emit(':tell', this.t('STOP_MESSAGE'));
    },
    'AMAZON.StopIntent': function () {
        this.emit(':tell', this.t('STOP_MESSAGE'));
    },
    'SessionEndedRequest': function () {
        this.emit(':tell', this.t('STOP_MESSAGE'));
    },
};

// Adapter to translate Hub DTO
function adaptLocationForAlexa(searchText, cb)
{
    var alexaLocations = [];
    searchlocations(searchText).then(function(locations) {

        locations.forEach(function(entry){
            if(entry.Action != null && entry.Action.Parameters != null && entry.Action.Parameters.length != 0)
            {
                var locationParts = findLocationParts(entry.Action.Parameters, "Id");

                alexaLocations.push({
                    Text: entry.Text,
                    RadiusMiles: locationParts.radiusMiles,
                    Latitude: locationParts.latitude,
                    Longitude: locationParts.longitude
                });
            }
        });

        cb(alexaLocations);
    }, function() {
        cb(null);
    });
}

function getTopLocation(searchText, cb) {
    adaptLocationForAlexa(searchText, function(locations) {
        if(locations == null || locations.length == 0) {
            return cb(null);
        }
        return cb(locations[0]);
    })
}

function searchlocations(searchtext) {

    var promise = new Promise(function(resolve, reject) {

        polarisClient.start({
            url: url,
            accountId: accountId,
            passcode: passcode
        }, ClientName, ClientVersion);

        polarisClient.serviceCall('/api/hub/search/searchlocations', {
            SearchText: searchtext,
            //base request
            AccountID: null,
            AppID: null,
            DeviceID: null,
            CountryCode: null
        }, 'POST').then(function(result) {
            var locations = [];
            if(result.Success) {
                if(result.Value && result.Value.length > 0) {
                    locations = result.Value;
                }

                resolve(locations);
            } else {
                console.log("failed or returned no results");
                reject(locations);
            }
        }, function() { reject(); });
    });

    return promise;
}

// Helper function to turn AppDynamicActionDTO back into a useable location
function findLocationParts(arr, name)
{
    var location = {};
    
    var radiusMiles = findInArray(arr, name, 3);
    var lat = findInArray(arr, name, 4);
    var long = findInArray(arr, name, 5);    

    if(radiusMiles != false) location.radiusMiles = radiusMiles;
    if(lat != false) location.latitude = lat;
    if(long != false) location.longitude = long;
        
    return location;
}

// Helper function to return element of an array based on a field's value
function findInArray(arr, name, value) {
    for (var i = 0, len = arr.length; i<len; i++) {
        if (name in arr[i] && arr[i][name] == value) return arr[i].Value;
    };
    return false;
}

exports.handler = (event, context, callback) => {
    const alexa = Alexa.handler(event, context);
    alexa.APP_ID = APP_ID;
    // To enable string internationalization (i18n) features, set a resources object.
    alexa.resources = languageStrings;
    alexa.registerHandlers(handlers);
    alexa.execute();
};

{
  "name": "dinetime-alexa",
  "version": "0.0.1",
  "description": "Lambda Function for DineTime Alexa Skill",
  "main": "index.js",
  "scripts": {
    "test": "./node_modules/mocha/bin/mocha"
  },
  "author": "QSR Automations, Inc.",
  "private": true,
  "license": "",
  "dependencies": {
    "alexa-sdk": "^1.0.6",
    "crypto-js": "^3.1.6",
    "debug": "^2.3.3",
    "deep-extend": "^0.4.1",
    "moment": "^2.17.0",
    "nconf": "^0.8.4",
    "request": "^2.79.0"
  },
  "devDependencies": {
    "lambda-local": "^1.3.0",
    "mocha": "^3.2.0"
  }
}

var debug = require('debug')('polaris-client-mock');

function PolarisClientMock() {

}

/*** Service Calls ***/

PolarisClientMock.prototype.start = function(config, name, version){
  debug('Started Mock Polaris Service Client');
}

PolarisClientMock.prototype.serviceCall = function(uri, data, type){
  switch(uri) {
    case '/api/hub/search/search':
      return Promise.resolve(
          body = {
            Success:true,
            Value: {
              SearchResults:[
                {
                  "DistanceMiles": 1.3269570489364813,
                  "SiteInfo": {
                    "Address": "1361 S Decatur Blvd",
                    "Address2": "",
                    "City": "Las Vegas",
                    "Country": "United States",
                    "Name": "Olive Garden - Las Vegas - Decatur",
                    "State": "Nevada"
                  },
                  "AverageWaitQuote": {
                    "QuoteLow": 1,
                    "QuoteHigh": 5
                  }
                },
                {
                  "DistanceMiles": 4.558298712188712,
                  "SiteInfo": {
                    "Address": "3786 Las Vegas Blvd",
                    "Address2": "",
                    "City": "Las Vegas",
                    "Country": "United States",
                    "Name": "CPK - The Park",
                    "State": "Nevada"
                  },
                  "AverageWaitQuote": {
                    "QuoteLow": 10,
                    "QuoteHigh": 15
                  }
                },
                {
                  "DistanceMiles": 5.744905257036563,
                  "SiteInfo": {
                    "Address": "10990 Lavender Hill Drive",
                    "Address2": "",
                    "City": "Las Vegas",
                    "Country": "United States",
                    "Name": "Red Robin Summerlin",
                    "State": "Nevada"
                  },
                  "AverageWaitQuote": {
                    "QuoteLow": 20,
                    "QuoteHigh": 25
                  }
                }    
              ]}
          });
              

        case '/api/hub/search/searchlocations':
          return Promise.resolve(
          body = {
          Success: true,
            Value: [
              {
                "Text": "89102, Las Vegas, NV",
                "Action": {
                  "TypeId": 1,
                  "Parameters": [
                    {
                      "Id": 6,
                      "Name": null,
                      "Value": "89102"
                    },
                    {
                      "Id": 14,
                      "Name": null,
                      "Value": "Las Vegas"
                    },
                    {
                      "Id": 15,
                      "Name": null,
                      "Value": "18"
                    },
                    {
                      "Id": 16,
                      "Name": null,
                      "Value": "1"
                    },
                    {
                      "Id": 3,
                      "Name": null,
                      "Value": "50.000000"
                    }
                  ]
                }
              }
            ]
          });
              
}}

/*** End Service Calls ***/

module.exports = exports = new PolarisClientMock();

{ "intents": [ 
  { "intent": "GetNearbySitesIntent",
    "slots": [
      {
        "name": "City",
        "type": "AMAZON.US_CITY"
      }
    ]
  },
  { "intent": "GetWaitTimeIntent",
  	"slots": [
      {
        "name": "RestaurantName",
        "type": "RESTAURANT_NAME"
      },
      {
        "name": "City",
        "type": "AMAZON.US_CITY"
      }
    ]
  },
  { "intent": "TellCityIntent", 
    "slots": [
      {
        "name": "City",
        "type": "AMAZON.US_CITY"
      }
    ]
  },
  { "intent": "NoIntent"},
  { "intent": "AMAZON.HelpIntent" }, 
  { "intent": "AMAZON.StopIntent" }, 
  { "intent": "AMAZON.CancelIntent" } 
] }

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GetNearbySitesIntent can I eat nearby in {City}
GetNearbySitesIntent where can I get a bite to eat nearby in {City}
GetNearbySitesIntent what restaurants are nearby at {City}
GetNearbySitesIntent what places to eat are nearby at {City}
GetNearbySitesIntent where can I eat nearby at {City}
GetNearbySitesIntent are there restaurants nearby at {City}
GetNearbySitesIntent where is food nearby at {City}
GetNearbySitesIntent what restaurants are there nearby at {City}
GetNearbySitesIntent will I be able to eat nearby at {City}
GetNearbySitesIntent can I eat nearby at {City}
GetNearbySitesIntent where can I get a bite to eat nearby at {City}
GetNearbySitesIntent what restaurants are around {City}
GetNearbySitesIntent what places to eat are around {City}
GetNearbySitesIntent where can I eat around {City}
GetNearbySitesIntent are there restaurants around {City}
GetNearbySitesIntent where is food around {City}
GetNearbySitesIntent what restaurants are there around {City}
GetNearbySitesIntent will I be able to eat around {City}
GetNearbySitesIntent can I eat around {City}
GetNearbySitesIntent where can I get a bite to eat around {City}
GetNearbySitesIntent what restaurants are around in {City}
GetNearbySitesIntent what places to eat are around in {City}
GetNearbySitesIntent where can I eat around in {City}
GetNearbySitesIntent are there restaurants around in {City}
GetNearbySitesIntent where is food around in {City}
GetNearbySitesIntent what restaurants are there around in {City}
GetNearbySitesIntent will I be able to eat around in {City}
GetNearbySitesIntent can I eat around in {City}
GetNearbySitesIntent where can I get a bite to eat around in {City}
GetNearbySitesIntent what restaurants are around at {City}
GetNearbySitesIntent what places to eat are around at {City}
GetNearbySitesIntent where can I eat around at {City}
GetNearbySitesIntent are there restaurants around at {City}
GetNearbySitesIntent where is food around at {City}
GetNearbySitesIntent what restaurants are there around at {City}
GetNearbySitesIntent will I be able to eat around at {City}
GetNearbySitesIntent can I eat around at {City}
GetNearbySitesIntent where can I get a bite to eat around at {City}
GetNearbySitesIntent what restaurants are close by {City}
GetNearbySitesIntent what places to eat are close by {City}
GetNearbySitesIntent where can I eat close by {City}
GetNearbySitesIntent are there restaurants close by {City}
GetNearbySitesIntent where is food close by {City}
GetNearbySitesIntent what restaurants are there close by {City}
GetNearbySitesIntent will I be able to eat close by {City}
GetNearbySitesIntent can I eat close by {City}
GetNearbySitesIntent where can I get a bite to eat close by {City}
GetNearbySitesIntent what restaurants are close by in {City}
GetNearbySitesIntent what places to eat are close by in {City}
GetNearbySitesIntent where can I eat close by in {City}
GetNearbySitesIntent are there restaurants close by in {City}
GetNearbySitesIntent where is food close by in {City}
GetNearbySitesIntent what restaurants are there close by in {City}
GetNearbySitesIntent will I be able to eat close by in {City}
GetNearbySitesIntent can I eat close by in {City}
GetNearbySitesIntent where can I get a bite to eat close by in {City}
GetNearbySitesIntent what restaurants are close by at {City}
GetNearbySitesIntent what places to eat are close by at {City}
GetNearbySitesIntent where can I eat close by at {City}
GetNearbySitesIntent are there restaurants close by at {City}
GetNearbySitesIntent where is food close by at {City}
GetNearbySitesIntent what restaurants are there close by at {City}
GetNearbySitesIntent will I be able to eat close by at {City}
GetNearbySitesIntent can I eat close by at {City}
GetNearbySitesIntent where can I get a bite to eat close by at {City}
GetNearbySitesIntent what restaurants are near {City}
GetNearbySitesIntent what places to eat are near {City}
GetNearbySitesIntent where can I eat near {City}
GetNearbySitesIntent are there restaurants near {City}
GetNearbySitesIntent where is food near {City}
GetNearbySitesIntent what restaurants are there near {City}
GetNearbySitesIntent will I be able to eat near {City}
GetNearbySitesIntent can I eat near {City}
GetNearbySitesIntent where can I get a bite to eat near {City}
GetNearbySitesIntent what restaurants are within {City}
GetNearbySitesIntent what places to eat are within {City}
GetNearbySitesIntent where can I eat within {City}
GetNearbySitesIntent are there restaurants within {City}
GetNearbySitesIntent where is food within {City}
GetNearbySitesIntent what restaurants are there within {City}
GetNearbySitesIntent will I be able to eat within {City}
GetNearbySitesIntent can I eat within {City}
GetNearbySitesIntent where can I get a bite to eat within {City}
GetNearbySitesIntent what restaurants are in {City}
GetNearbySitesIntent what places to eat are in {City}
GetNearbySitesIntent where can I eat in {City}
GetNearbySitesIntent are there restaurants in {City}
GetNearbySitesIntent where is food in {City}
GetNearbySitesIntent what restaurants are there in {City}
GetNearbySitesIntent will I be able to eat in {City}
GetNearbySitesIntent can I eat in {City}
GetNearbySitesIntent where can I get a bite to eat in {City}
GetNearbySitesIntent what restaurants are at {City}
GetNearbySitesIntent what places to eat are at {City}
GetNearbySitesIntent where can I eat at {City}
GetNearbySitesIntent are there restaurants at {City}
GetNearbySitesIntent where is food at {City}
GetNearbySitesIntent what restaurants are there at {City}
GetNearbySitesIntent will I be able to eat at {City}
GetNearbySitesIntent can I eat at {City}
GetNearbySitesIntent where can I get a bite to eat at {City}
TellCityIntent {City}
TellCityIntent I'm in {City}
TellCityIntent I am in {City}
TellCityIntent I'm at {City}
TellCityIntent I am at {City}
TellCityIntent My city is {City}
TellCityIntent The city is {City}
TellCityIntent It is {City}
TellCityIntent That is {City}
TellCityIntent In {City}
TellCityIntent At {City}
NoIntent No
NoIntent Nope
NoIntent Nada
NoIntent No thanks
NoIntent No thank you
NoIntent Nothing
NoIntent Not right now
NoIntent Negatory
NoIntent Negative
NoIntent I'm done
NoIntent undefined
NoIntent I am done
NoIntent I'm not hungry
NoIntent I am not hungry
NoIntent I changed my mind
NoIntent I don't think so
NoIntent I lost my appetite
NoIntent No way
NoIntent Not
NoIntent Naw
NoIntent No more

Credits

Comments

Awards

Finalist

AWS re:Invent Alexa Skill Contest

DineTime Alexa Skill

Things used in this project

Hardware components

Software apps and online services

Story

An idea is born

Initial Efforts

Knowledge, Struggle and Success

Video Demo

VUI Diagram

Utterances

Intents

Schematics

Ask for the Wait Time at a Restaurant

Code

index.js

package.json

polaris-client-mock.js

intent_schema.json

custom_slot_RESTAURANT_NAME.txt

utterances.txt

dinetime-alexa-utterances.zip

Credits

Anthony Neace

Joe Elliott

Martin Disibio

Joshua Nord

Comments

Awards

Embed the widget on your own site

DineTime Alexa Skill

DineTime Alexa Skill

Things used in this project

Hardware components

Software apps and online services

Story

An idea is born

Initial Efforts

Knowledge, Struggle and Success

Video Demo

VUI Diagram

Utterances

Intents

Schematics

Ask for the Wait Time at a Restaurant

Code

index.js

package.json

polaris-client-mock.js

intent_schema.json

custom_slot_RESTAURANT_NAME.txt

utterances.txt

dinetime-alexa-utterances.zip

Credits

Anthony Neace

Joe Elliott

Martin Disibio

Joshua Nord

Comments

Awards