How to Create a Chatbot with Android Studio and Dialogflow

Communicating with an AI chatbot can be a frustrating experience. However, with advances in machine learning and artificial intelligence, there is no excuse for not providing a positive experience for chat users. AI assistant advances allow machines and computers to process, understand, and reply to human messages in a genuinely useful way to the human contacting your system.

A few of the current applications of chatbots are:

Customer support systems
Knowledgebase and/or help centers
Appointment scheduling
Booking events, hotels, and/or restaurant reservations

In this tutorial, I will be describing how to build an Android app with a chatbot using Stream’s Chat API and Dialogflow. We'll also walk through how to implement custom event handlers to allow for real-time communication; when a message is sent, our event listener will send the message to the backend, and the backend server will send the text to Dialogflow, which will process the message and reply with the most appropriate answer.

Once this flow has been completed, the backend server will send the message to the "Chat" channel in your application. Through this process, your Android app will be updated with both the text from the user and the message updated from the backend!

By the end of this post, you should have an app that looks a lot like this:

As always, the entire source code of this tutorial can be found on GitHub.

Note: Because this app is created using Android Studio, the directory structure, when viewed inside of a folder, may be different than you would typically expect.

Prerequisites

To build this application, we'll be utilizing the following tech:

Note: Please ensure you've installed all of the above before proceeding. You won't need to worry about actually creating a Dialogflow account just yet, as we'll review the details in a few sections.

Setup the App’s Structure

This tutorial will contain two applications: the backend server and the Android app. The first step is to create a directory to contain both of these; this can be done with the following commands:

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mkdir chatbot-android
cd chatbot-android && server

This will create a chatbot-android directory and, within that, a server directory.

Configure the App with Android Studio

Open the Android Studio app and create a new application at chatbot-android/DialogFlowApplication (so our chatbot-android directory will now contain a DialogFlowApplication directory, as well as a server directory). You'll also want to set the Android version to "API 29" and select "Java" as the programming language in the Android Studio settings for this app.

Configure Dialogflow

Head to Dialogflow’s dashboard to set up your new chatbot! Create a free account (or sign in if you already have an account) and open your Dialogflow dashboard. If your account is new, you must connect Dialogflow to a Google Cloud project. It is a relatively simple process; you must follow the on-screen instructions.

A guide is also available in the Google Cloud docs.

Once Dialogflow is connected to Google Cloud, the next step will be creating an "intent."

You'll need to start by creating an agent by clicking the CREATE button at the top right (once the agent has been successfully created, you'll be prompted to create your intent, which will be where you can begin setting up how your bot will respond to your users):

An image of a Dialogflow account creation

Next, navigate to Small Talk in the left panel to begin setting up your Small Talk agent. The "Small Talk agent" is what is responsible for processing the user’s text and finding an appropriate response:

Dialogflow interface showing different categories

Build the Backend Server

Our server will accomplish a few tasks:

Generate authentication token for users
Connect the app to Dialogflow and send messages to the chat channel

Navigate to the server directory we created earlier (cd server) to:

Start a new project
Install a few packages
Build the actual app(!)

You can use the following commands to start a new project and install the required packages:

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yarn init -y
yarn add dialogflow uuid express stream-chat cors dotenv

The next step is to create an index.js file, which will contain the logic of our entire server:

touch index.js

Now, we'll copy and paste the following code into the newly created index.js file:

javascript

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const dialogflow = require("dialogflow");
const uuid = require("uuid");
const express = require("express");
const StreamChat = require("stream-chat").StreamChat;
const cors = require("cors");
const dotenv = require("dotenv");

const port = process.env.PORT || 5200;

async function runSample(text, projectId = process.env.GOOGLE_PROJECT_ID) {
  const sessionId = uuid.v4();

  const sessionClient = new dialogflow.SessionsClient();
  const sessionPath = sessionClient.sessionPath(projectId, sessionId);

  const request = {
    session: sessionPath,
    queryInput: {
      text: {
        text: text,
        languageCode: "en-US",
      },
    },
  };

  const responses = await sessionClient.detectIntent(request);

  const result = responses[0].queryResult;
  if (result.action === "input.unknown") {
    // If unknown, return the original text
    return text;
  }

  return result.fulfillmentText;
}

dotenv.config();

const app = express();
app.use(express.json());
app.use(cors());

const client = new StreamChat(process.env.API_KEY, process.env.API_SECRET);

const channel = client.channel("messaging", "dialogflow", {
  name: "Dialogflow chat",
  created_by: { id: "admin" },
});

app.post("/dialogflow", async (req, res) => {
  const { text } = req.body;

  if (text === undefined || text.length == 0) {
    res.status(400).send({
      status: false,
      message: "Text is required",
    });
    return;
  }

  runSample(text)
    .then((text) => {
      channel.sendMessage({
        text: text,
        user: {
          id: "admin",
          image: "https://bit.ly/2TIt8NR",
          name: "Admin bot",
        },
      });
      res.json({
        status: true,
        text: text,
      });
    })
    .catch((err) => {
      console.log(err);
      res.json({
        status: false,
      });
    });
});

app.post("/auth", async (req, res) => {
  const username = req.body.username;

  const token = client.createToken(username);

  await client.updateUser({ id: username, name: username }, token);

  await channel.create();

  await channel.addMembers([username, "admin"]);

  await channel.sendMessage({
    text: "Welcome to this channel. Ask me few questions",
    user: { id: "admin" },
  });

  res.json({
    status: true,
    token,
    username,
  });
});

app.listen(port, () => console.log(`App listening on port ${port}!`));

Building your own app? Get early access to our Livestream or Video Calling API and launch in days!

In the above code, we create two endpoints, using app.post:

/dialogflow: used to connect the application with Dialogflow, get the result, and send it in to the chat channel, so that the Android app user gets updated in real-time
/auth: used to create the user’s token, which will be used to identify and authenticate the user

Finally, create a .env file in the server directory, using the following command:

touch .env

Once the above command succeeds, you will need to fill it with the appropriate values:

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API_KEY=your_API_KEY
API_SECRET=your_API_SECRET
GOOGLE_PROJECT_ID=your_GOOGLE_CLOUD_PROJECT_ID

Please update these values with the correct ones retrieved from the GetStream dashboard and Google Cloud. The Google Cloud project ID should be the same one you enabled the Dialogflow API on previously.

The backend server can be started now by running:

node index.js

Build the Android App

The first step is to define our dependencies in the Gradle build file; copy and paste the following code into your build.gradle file:

java

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buildscript {

    repositories {
        google()
        jcenter()

    }
    dependencies {
        classpath 'com.android.tools.build:gradle:3.6.1'

        // NOTE: Do not place your application dependencies here; they belong
        // in the individual module build.gradle files
    }
}

allprojects {
    repositories {
        google()
        jcenter()
        // Add this line
        maven {
            url "https://jitpack.io"
        }
    }
}

task clean(type: Delete) {
    delete rootProject.buildDir
}

The next step is to populate the application level build.gradle file (at app/build.gradle)0 with the following:

java

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apply plugin: 'com.android.application'

android {
    compileSdkVersion 29
    buildToolsVersion "29.0.3"

    defaultConfig {
        applicationId "com.example.dialogflowapplication"
        minSdkVersion 28
        targetSdkVersion 29
        versionCode 1
        versionName "1.0"

        testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
    }

    buildTypes {
        release {
            minifyEnabled false
            proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro'
        }
    }

    dataBinding {
        enabled = true
    }

    compileOptions {
        sourceCompatibility JavaVersion.VERSION_1_8
        targetCompatibility JavaVersion.VERSION_1_8
    }

}

dependencies {
    implementation 'com.github.getstream:stream-chat-android:3.6.2'
    implementation 'com.github.bumptech.glide:glide:4.11.0'
    annotationProcessor 'com.github.bumptech.glide:compiler:4.11.0'
    implementation 'androidx.recyclerview:recyclerview:1.1.0'
    implementation 'androidx.lifecycle:lifecycle-extensions:2.2.0'
    implementation("com.squareup.okhttp3:okhttp:4.4.1")
    implementation 'com.google.code.gson:gson:2.8.6'

    implementation fileTree(dir: 'libs', include: ['*.jar'])

    implementation 'androidx.appcompat:appcompat:1.1.0'
    implementation 'androidx.constraintlayout:constraintlayout:2.0.0-beta4'
    testImplementation 'junit:junit:4.12'
    androidTestImplementation 'androidx.test.ext:junit:1.1.1'
    androidTestImplementation 'androidx.test.espresso:espresso-core:3.2.0'
}

Since these edits are done in Android studio, a Sync now button should pop up; click it when it appears.

MainActivity.java File

Once these dependencies have been installed, we’ll focus on building the actual application. We'll start with MainActivity.java, as it is the entry point of the app:

java

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<?xml version="1.0" encoding="utf-8"?>
<layout xmlns:android="http://schemas.android.com/apk/res/android"
    xmlns:app="http://schemas.android.com/apk/res-auto"
    xmlns:tools="http://schemas.android.com/tools">

    <data>

        <variable
            name="viewModel"
            type="com.getstream.sdk.chat.viewmodel.ChannelListViewModel" />
    </data>

    <androidx.constraintlayout.widget.ConstraintLayout
        android:layout_width="match_parent"
        android:layout_height="match_parent"
        tools:context="com.example.dialogflowapplication.MainActivity">

        <com.getstream.sdk.chat.view.ChannelListView
            android:id="@+id/channelList"
            android:layout_width="match_parent"
            android:layout_height="0dp"
            android:layout_marginBottom="10dp"
            app:layout_constraintBottom_toBottomOf="parent"
            app:layout_constraintTop_toTopOf="parent"
            app:streamReadStateAvatarHeight="15dp"
            app:streamReadStateAvatarWidth="15dp"
            app:streamReadStateTextSize="9sp"
            app:streamShowReadState="true" />

        <ProgressBar
            android:layout_width="wrap_content"
            android:layout_height="wrap_content"
            app:isGone="@{!safeUnbox(viewModel.loading)}"
            app:layout_constraintBottom_toBottomOf="parent"
            app:layout_constraintEnd_toEndOf="parent"
            app:layout_constraintStart_toStartOf="parent"
            app:layout_constraintTop_toTopOf="parent" />

        <ProgressBar
            android:layout_width="25dp"
            android:layout_height="25dp"
            android:layout_marginBottom="16dp"
            app:isGone="@{!safeUnbox(viewModel.loadingMore)}"
            app:layout_constraintBottom_toBottomOf="parent"
            app:layout_constraintEnd_toEndOf="parent"
            app:layout_constraintStart_toStartOf="parent" />

    </androidx.constraintlayout.widget.ConstraintLayout>
</layout>

While the above code is complete, you will notice the MainActivity contains a few place holders. You will need to send a request to the backend server using the /auth endpoint to get these values. You can use any HTTP request tool, but we chose to use a cURL request:

curl -d '{"username" : "username"}' -H "Content-Type: application/json" -X POST http://localhost:5200/auth

The above command returns a response that contains the username and a JSON Web Token (JWT). The values to be replaced are as follows:

your_API_KEY with the API Key from Stream dashboard
<your_USER_ID> with the username
<your Full Name> with your full name
your_AUTH_TOKEN_FROM_BACKEND_SERVER with the JWT

To complete our work with the MainActivity.java functionality, we'll update the associated layout file at res/layout/activity_main.xml:

xml

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package com.example.dialogflowapplication;

import android.content.Intent;
import android.os.Bundle;
import androidx.appcompat.app.AppCompatActivity;
import androidx.databinding.DataBindingUtil;
import androidx.lifecycle.ViewModelProviders;
import com.example.dialogflowapplication.databinding.ActivityMainBinding;
import com.getstream.sdk.chat.StreamChat;
import com.getstream.sdk.chat.enums.FilterObject;
import com.getstream.sdk.chat.rest.User;
import com.getstream.sdk.chat.rest.core.Client;
import com.getstream.sdk.chat.viewmodel.ChannelListViewModel;
import java.util.HashMap;

import static com.getstream.sdk.chat.enums.Filters.eq;

public class MainActivity extends AppCompatActivity {

    public static final String EXTRA_CHANNEL_TYPE = "com.example.dialogflowapplication.CHANNEL_TYPE";
    public static final String EXTRA_CHANNEL_ID = "com.example.dialogflowapplication.CHANNEL_ID";

    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);

        // setup the client using the example API key
        // normally you would call init in your Application class and not the activity
        StreamChat.init("your_API_KEY", this.getApplicationContext());
        Client client = StreamChat.getInstance(this.getApplication());
        HashMap<String, Object> extraData = new HashMap<>();
        extraData.put("name", "<your Full Name>");
        extraData.put("image", "https://bit.ly/2TIt8NR");
        User currentUser = new User("<your_USER_ID>", extraData);
        // User token is typically provided by your server when the user authenticates
        client.setUser(currentUser,"your_AUTH_TOKEN_FROM_BACKEND_SERVER");

        // we're using data binding in this example
        ActivityMainBinding binding =
                DataBindingUtil.setContentView(this, R.layout.activity_main);
        // Specify the current activity as the lifecycle owner.
        binding.setLifecycleOwner(this);

        // most the business logic for chat is handled in the ChannelListViewModel view model
        ChannelListViewModel viewModel = ViewModelProviders.of(this).get(ChannelListViewModel.class);
        binding.setViewModel(viewModel);
        binding.channelList.setViewModel(viewModel, this);

        // query all channels of type messaging
        FilterObject filter = eq("type", "messaging");
        viewModel.setChannelFilter(filter);

        // click handlers for clicking a user avatar or channel
        binding.channelList.setOnChannelClickListener(channel -> {
            Intent intent = new Intent(MainActivity.this, ChannelActivity.class);
            intent.putExtra(EXTRA_CHANNEL_TYPE, channel.getType());
            intent.putExtra(EXTRA_CHANNEL_ID, channel.getId());
            startActivity(intent);
        });
        binding.channelList.setOnUserClickListener(user -> {
            // open your user profile
        });

    }
}

ChannelActivity.java

Next, you will need to create a new _Empty Activity_ called ChannelActivity. Once that is created, populate your ChannelActivity.java file with the following code:

java

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package com.example.dialogflowapplication;

import androidx.appcompat.app.AppCompatActivity;
import android.os.Bundle;
import android.content.Intent;
import androidx.annotation.NonNull;
import androidx.databinding.DataBindingUtil;
import androidx.lifecycle.ViewModelProvider;
import com.example.dialogflowapplication.databinding.ActivityChannelBinding;
import com.getstream.sdk.chat.StreamChat;
import com.getstream.sdk.chat.model.Channel;
import com.getstream.sdk.chat.rest.core.Client;
import com.getstream.sdk.chat.utils.PermissionChecker;
import com.getstream.sdk.chat.view.MessageInputView;
import com.getstream.sdk.chat.viewmodel.ChannelViewModel;
import com.getstream.sdk.chat.viewmodel.ChannelViewModelFactory;

/**
 * Show the messages for a channel
 */
public class ChannelActivity extends AppCompatActivity
        implements MessageInputView.PermissionRequestListener {

    private ChannelViewModel viewModel;
    private ActivityChannelBinding binding;

    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);

        // receive the intent and create a channel object
        Intent intent = getIntent();
        String channelType = intent.getStringExtra(MainActivity.EXTRA_CHANNEL_TYPE);
        String channelID = intent.getStringExtra(MainActivity.EXTRA_CHANNEL_ID);
        Client client = StreamChat.getInstance(getApplication());

        // we're using data binding in this example
        binding = DataBindingUtil.setContentView(this, R.layout.activity_channel);
        // most the business logic of the chat is handled in the ChannelViewModel view model
        binding.setLifecycleOwner(this);

        Channel channel = client.channel(channelType, channelID);
        ChannelViewModelFactory viewModelFactory = new ChannelViewModelFactory(this.getApplication(), channel);
        viewModel = new ViewModelProvider(this, viewModelFactory).get(ChannelViewModel.class);

        // connect the view model
        binding.setViewModel(viewModel);
        binding.channelHeader.setViewModel(viewModel, this);

        binding.messageList.setViewModel(viewModel, this);
        binding.messageInput.setViewModel(viewModel, this);
    }

    @Override
    public void onActivityResult(int requestCode, int resultCode, Intent data) {
        super.onActivityResult(requestCode, resultCode, data);
        // If you are using own MessageInputView please comment this line.
        binding.messageInput.captureMedia(requestCode, resultCode, data);
    }

    @Override
    public void onRequestPermissionsResult(int requestCode, @NonNull String[] permissions,
                                           @NonNull int[] grantResults) {
        // If you are using own MessageInputView please comment this line.
        binding.messageInput.permissionResult(requestCode, permissions, grantResults);
    }

    @Override
    public void openPermissionRequest() {
        PermissionChecker.permissionCheck(this, null);
    }
}

Then, fill out your layout/activity_channel.xml file, like so:

xml

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<?xml version="1.0" encoding="utf-8"?>
<layout xmlns:android="http://schemas.android.com/apk/res/android"
    xmlns:app="http://schemas.android.com/apk/res-auto"
    xmlns:tools="http://schemas.android.com/tools">

    <data>

        <variable
            name="viewModel"
            type="com.getstream.sdk.chat.viewmodel.ChannelViewModel" />
    </data>

    <androidx.constraintlayout.widget.ConstraintLayout
        android:layout_width="match_parent"
        android:layout_height="match_parent"
        tools:context="com.example.dialogflowapplication.ChannelActivity">

        <com.getstream.sdk.chat.view.ChannelHeaderView
            android:id="@+id/channelHeader"
            android:layout_width="match_parent"
            android:layout_height="wrap_content"
            android:background="#FFF"
            app:streamChannelHeaderBackButtonShow="true"
            app:layout_constraintEnd_toStartOf="@+id/messageList"
            app:layout_constraintStart_toStartOf="parent"
            app:layout_constraintTop_toTopOf="parent" />

        <com.getstream.sdk.chat.view.MessageListView
            android:id="@+id/messageList"
            android:layout_width="match_parent"
            android:layout_height="0dp"
            android:layout_marginBottom="10dp"
            android:background="#FFF"
            app:layout_constraintBottom_toTopOf="@+id/message_input"
            app:layout_constraintEnd_toEndOf="parent"
            app:layout_constraintStart_toStartOf="parent"
            app:layout_constraintTop_toBottomOf="@+id/channelHeader"
            />

        <TextView
            android:layout_width="wrap_content"
            android:layout_height="wrap_content"
            android:layout_marginTop="16dp"
            android:padding="6dp"
            app:layout_constraintRight_toRightOf="parent"
            app:layout_constraintTop_toTopOf="parent" />

        <ProgressBar
            android:layout_width="wrap_content"
            android:layout_height="wrap_content"
            app:isGone="@{!safeUnbox(viewModel.loading)}"
            app:layout_constraintBottom_toBottomOf="parent"
            app:layout_constraintEnd_toEndOf="parent"
            app:layout_constraintStart_toStartOf="parent"
            app:layout_constraintTop_toTopOf="parent" />

        <ProgressBar
            android:layout_width="25dp"
            android:layout_height="25dp"
            app:isGone="@{!safeUnbox(viewModel.loadingMore)}"
            app:layout_constraintEnd_toEndOf="parent"
            app:layout_constraintStart_toStartOf="parent"
            app:layout_constraintTop_toBottomOf="parent" />

        <com.example.dialogflowapplication.DialogInputView
            android:id="@+id/message_input"
            android:layout_width="match_parent"
            android:layout_height="wrap_content"
            android:layout_marginTop="32dp"
            android:layout_marginBottom="0dp"
            app:layout_constraintBottom_toBottomOf="parent"
            app:layout_constraintEnd_toEndOf="parent"
            app:layout_constraintLeft_toLeftOf="parent"
            app:layout_constraintRight_toRightOf="parent"
            app:layout_constraintStart_toEndOf="@+id/messageList" />
    </androidx.constraintlayout.widget.ConstraintLayout>
</layout>

DialogInputView.java

You will notice that in activity_channel.xml, we make use of a class called com.example.dialogflowapplication.DialogInputView. DialogInputView.java is non-existent, so it will need to be created. This doesn’t need to be an activity; a plain Java class will suffice. After creating this file, add the following:

java

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package com.example.dialogflowapplication;

import android.content.Context;
import android.util.AttributeSet;
import android.util.Log;
import android.widget.Toast;
import com.getstream.sdk.chat.interfaces.MessageSendListener;
import com.getstream.sdk.chat.rest.Message;
import com.getstream.sdk.chat.view.MessageInputView;
import okhttp3.MediaType;
import okhttp3.OkHttpClient;
import okhttp3.Request;
import okhttp3.RequestBody;
import okhttp3.Response;

public class DialogInputView extends MessageInputView implements MessageSendListener {

    private final static String TAG = DialogInputView.class.getSimpleName();

    public DialogInputView(Context context, AttributeSet attrs) {
        super(context, attrs);
        setMessageSendListener(this);
    }

    @Override
    public void onSendMessageSuccess(Message message) {
        Log.d(TAG, "Sent message! :" + message.getText());

        Thread thread = new Thread(new Runnable(){
            @Override
            public void run() {
                try {
                    String json = String.format("{\"text\" : \"%s\"}", message.getText());
                    Log.d(TAG, String.format("Sending JSON to server... %s", json));
                    try {
                        OkHttpClient client = new OkHttpClient();

                        RequestBody body = RequestBody.create(json, MediaType.get("application/json; charset=utf-8"));
                        Request request = new Request.Builder()
                                .url("https://subdomain.ngrok.io/dialogflow")
                                .post(body)
                                .build();
                        try (Response response = client.newCall(request).execute()) {
                            String res = "" + response.body().string();
                            Log.d("OOPS", res);
                        }
                    } catch (Exception e) {
                        Log.e(TAG, "" + e.getMessage());
                        Toast.makeText(getContext(), "" + e.getMessage(), Toast.LENGTH_SHORT).show();
                        onSendMessageError("" + e.getMessage());
                    }
                } catch (Exception e) {
                    Log.e(TAG, "" + e.getMessage());
                }
            }
        });
        thread.start();
    }

    @Override
    public void onSendMessageError(String errMsg) {
        Log.d(TAG, "Failed send message! :" + errMsg);
    }
}

In the above code, we implement the MessageSendListener. This interface allows us to create callbacks for messages, whether successful or not. In the above code, we also define the onSendMessageSuccess method, which handles the callback whenever the user successfully sends a message.

Notice the generic request URL in the onSendMessageSuccess method: https://subdomain.ngrok.io/dialogflow. You'll need to replace this URL with your ngrok URL, which you can find by running the following command:

ngrok http 5200

Now, our application is complete, and you can click the Play button to run the app on a simulator:

An image of the final project showing a chat interface

Wrap-Up

In this tutorial, I have described how to build a chatbot with Dialogflow and Stream’s chat components for Android. I have also shown how to implement callbacks to determine whether or not messages are successful. We would love to see how you implement these strategies in your app; please feel free to show off your creations to us!. To learn more, visit the Android SDK and Compose chat tutorial pages.

Thanks for reading, and happy coding!