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How AI Is Shaping the Future of Customer Interactions

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Natural language processing in customer interactions
Natural language processing in customer interactions

As technology continues to advance, the way companies interact with their customers is also changing. One of the most significant developments in recent years has been the use of artificial intelligence (AI) in customer interactions.

AI has the potential to revolutionize the way companies interact with their customers, improving efficiency, personalization, and customer satisfaction. In this article, we’ll explore the benefits, examples, impact, ethical considerations, challenges, and future of AI in customer interactions.

Introduction to AI and Customer Interactions

Artificial intelligence is the simulation of human intelligence in machines that can learn and perform tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and language translation. In customer interactions, AI can be used to automate and personalize customer service, sales, and marketing processes.

AI-powered chatbots, voice assistants, and recommendation engines can provide customers with instant and accurate responses, 24/7, without the need for human intervention. AI can also analyze customer data to identify patterns, preferences, and behaviors, allowing companies to offer personalized products and services that meet individual needs.

The Benefits of Implementing AI in Customer Interactions

Implementing AI in customer interactions offers several benefits, including:

  • Improved Efficiency: AI can handle a large volume of customer requests simultaneously, reducing the need for human agents and wait times. AI-powered chatbots can handle routine queries such as order tracking, FAQs, and product recommendations, allowing human agents to focus on more complex issues.
  • Personalization: AI can analyze customer data to offer personalized recommendations, promotions, and services that meet individual needs. By understanding customer preferences and behaviors, AI can create a more personalized experience for each customer, increasing customer loyalty and satisfaction.
  • 24/7 Availability: AI-powered customer interactions are available 24/7, providing customers with instant and accurate responses regardless of time zones and working hours. This ensures that customers can get help and information when they need it, improving their overall experience.

Examples of AI-Powered Customer Interactions

There are several examples of AI-powered customer interactions, including:

  • Chatbots: AI-powered chatbots can handle customer inquiries and support requests via chat, email, or social media. Chatbots use natural language processing (NLP) to understand customer queries and provide accurate and relevant responses. They can also escalate complex requests to human agents, ensuring that customers receive the best possible support.
  • Voice Assistants: AI-powered voice assistants, such as Amazon Alexa and Google Assistant, allow customers to interact with brands using voice commands. Customers can place orders, track shipments, and get personalized recommendations using voice commands, making the process more convenient and hands-free.
  • Recommendation Engines: AI-powered recommendation engines use customer data to offer personalized product recommendations. By analyzing customer purchase history, browsing behavior, and preferences, recommendation engines can suggest products and services that meet individual needs, increasing customer satisfaction and sales.

The Impact of AI on Customer Experience

The impact of AI on customer experience is significant. AI-powered customer interactions can help companies provide faster, more accurate, and personalized support, leading to increased customer satisfaction and loyalty.

AI can also help companies identify customer needs and preferences, offering more targeted products and services that meet individual needs. AI can also provide insights into customer behavior and sentiment, allowing companies to improve their products and services based on customer feedback.

However, AI can also have a negative impact on customer experience if not implemented correctly. Poorly designed chatbots or recommendation engines can provide inaccurate or irrelevant information, leading to customer frustration and dissatisfaction. Privacy concerns also arise when customer data is collected and used without their consent or knowledge.

Ethical Considerations of AI in Customer Interactions

As AI becomes more prevalent in customer interactions, ethical considerations become more critical. The use of AI in customer interactions raises questions about privacy, transparency, and accountability. Companies must ensure that customer data is protected and used ethically, with clear guidelines and policies in place. Customers must also be informed about how their data is collected and used and have the right to opt-out or delete their data at any time.

How to Implement AI in Your Customer Interactions Strategy

Implementing AI in customer interactions requires careful planning and execution. Here are some steps to consider:

  • Identify the Use Cases: Identify the areas where AI can be most beneficial, such as customer service, sales, or marketing. Determine the types of interactions that can be automated or personalized using AI.
  • Choose the Right Technology: Choose the AI technology that best fits your business needs and budget. Consider factors such as ease of implementation, scalability, and integration with existing systems.
  • Train the AI: Train the AI to understand customer queries and provide accurate and relevant responses. Use real customer interactions to train the AI, ensuring that it can handle a wide range of queries and scenarios.
  • Monitor and Improve: Monitor the AI’s performance and gather feedback from customers. Continuously improve the AI by analyzing customer data and making adjustments to the algorithms and scripts.

Key Challenges of AI in Customer Interactions

Implementing AI in customer interactions also comes with several challenges, including:

  • Data Quality: AI relies on accurate and high-quality data to function correctly. Poor data quality can result in inaccurate and irrelevant responses, affecting customer satisfaction.
  • Integration: Integrating AI with existing systems can be complex and time-consuming, requiring significant IT resources and expertise.
  • Cost: Implementing AI can be expensive, requiring investments in technology, training, and maintenance.

The Future of AI and Customer Interactions

The future of AI and customer interactions is bright. As technology continues to advance, AI will become more sophisticated and capable of handling complex interactions. AI ChatGPT will also become more human-like, allowing customers to interact with brands in more natural and intuitive ways. AI will also play a more significant role in predicting customer needs and preferences, offering personalized products and services that meet individual needs.

Successful Case Studies of AI in Customer Interactions

Several companies have successfully implemented AI in their customer interactions, including:

  • H&M: H&M uses an AI-powered chatbot to handle customer inquiries and support requests. The chatbot can handle queries in multiple languages and provide personalized recommendations based on customer preferences.
  • Starbucks: Starbucks uses an AI-powered voice assistant to allow customers to place orders using voice commands. Customers can also check their rewards balance and get personalized recommendations based on their purchase history.
  • Sephora: Sephora uses an AI-powered recommendation engine to offer personalized product recommendations. The recommendation engine considers factors such as skin type, color preferences, and purchase history to suggest products that meet individual needs.

Conclusion

AI is shaping the future of customer interactions, offering significant benefits in terms of efficiency, personalization, and customer satisfaction. However, the implementation of AI in customer interactions requires careful planning and execution, with ethical considerations and challenges to consider.

Companies that successfully implement AI in their customer interactions can enjoy a competitive advantage, offering faster, more accurate, and personalized support to their customers. The future of AI and customer interactions is exciting, with the potential to transform the way companies interact with their customers.

Flutter NeoPop Package – 3D component library by Cred club

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flutter neopop 3d component library
flutter neopop button

Hi Guy’s Welcome to Proto Coders Point, In this Flutter Article will check out how to create a stunning & attractive UI in flutter, Basically in this tutorial we will learn how to create 3D button in flutter. One package i caught into my attention of Flutter enthusiasts is the flutter NeoPop Package provided by Cred.club.

Flutter NeoPop Package

NeoPop is a 3D component library through which we can build beautiful 3D components like 3d buttons, As I said Flutter NeoPop package is developed by Cred.club. NeoPop simplifies a process of intergrating 3D elements into flutter apps, and reduce development time as there is no need to write complex code we just need to use NeoPop widgets and customize it as per our needs.

The key feature of flutter NeoPop widget is extensive collection of pre-defined 3D widgets. 3D components that include buttons, cards, sliders, toggle and 3d buttons. and developer can easily customize those widgets as per need.

Video Tutorial

Integration of NeoPop into flutter project

To use the package first of all we must add it as dependency in pubspec.yaml file, so open pubspec.yaml file and under dependencies section add:

dependencies:
  neopop: ^1.0.2

Now, To use it all you need to do is import the package where required into the code

import 'package:neopop/neopop.dart';

NeoPopButton

Elevated Button

NeoPopButton(
    color: Colors.white,
    onTapUp: () => HapticFeedback.vibrate(),
    onTapDown: () => HapticFeedback.vibrate(),
    child: Padding(
        padding: EdgeInsets.symmetric(horizontal: 20, vertical: 15),
        child: Row(
            mainAxisAlignment: MainAxisAlignment.center,
            children: [
                Text("Pay now"),
            ],
        ),
    ),
),

Neopop Flat Button

NeoPopButton(
    color: Colors.white,
    onTapUp: () => HapticFeedback.vibrate(),
    onTapDown: () => HapticFeedback.vibrate(),
    parentColor: Colors.transparent,
    buttonPosition: Position.center,
    child: Padding(
        padding: const EdgeInsets.symmetric(horizontal: 20, vertical: 15),
        child: Row(
            mainAxisAlignment: MainAxisAlignment.center,
            children: const [
                Text("Pay Now"),
            ],
        ),
    ),
),

NeoPopTiltedButton with shimmer effect

NeoPopTiltedButton(
    isFloating: true,
    onTapUp: () {},
    decoration: const NeoPopTiltedButtonDecoration(
        color: Color.fromRGBO(255, 235, 52, 1),
        plunkColor: Color.fromRGBO(255, 235, 52, 1),
        shadowColor: Color.fromRGBO(36, 36, 36, 1),
        showShimmer: true,
    ),
    child: const Padding(
        padding: EdgeInsets.symmetric(
        horizontal: 70.0,
        vertical: 15,
        ),
        child: Text('Play Now'),
    ),
),

Get More Example of 3d NeoPop Button Example from official documentation

Flutter Isolate – Run Task in Background – MultiThreading

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isolates in flutter
Multithreading in Flutter using Dart isolates

Hi Guy’s Welcome to Proto Coders Point, You might be knowing about flutter isolate but did not understood why & how to to use it in flutter development.

What is Isolate in flutter

As you know that dart is a single threaded programming language, That means that dart can only perform single task at a time as In other langauges just like how we have thread, In dart language we have Isolates. Isolate in flutter is a seperate instance of Dart that will run concurrently with the main UI thread. With Isolate you can run a code parallel/seperately to ensure that the app runs smoothly & responsively when heavy & intensive operation is running at the background we use flutter isolates.

When to use flutter Isolates

You might be developing a flutter application & there might be a feature to be added in app that taks sometime to excute fully and may be heavy computation, communication netword operation, File I/o & all this you need to handle without blocking the user interface (UI) like causing laggy I+UI while the heavy task is running at backend with main thread.

About Flutter Isolate

In flutter dart, Isolate has it’s own memory heap where it perform the event loop, you can communicate between Isolate by using ‘sendPort’ , ‘receivePort’. In general I can say, Isolate are individual worker that can do the given task without affecting main UI thread & as you know that dart language is single threaded, By using Isolate in code you can acheive multiThreading in flutter application.

Video Tutorial

Why to use Isolate in flutter app

Before understanding why to use Isolate let’s check what happens when we perform heavy task & don’t use Isolates.

In Below code example without Isolate. In UI, I simply have a circularProgressIndicator() widget and a Button at the center of the screen.

When Button is press we call a function that will iterate a forLoop for almost 4 billion times which make the main thread busy, and thus as main thread is busy, Until this thread is free the UI component freezes & stuck until the loop completes.

code:

  int heavyLoad(int iteration){
    int value = 0;

    for(int i = 0;i<iteration;i++)
      value=i++;

    print(value);
    return value;

  }

Simply calling the above function when a button is pressed.

ElevatedButton(
                onPressed: (){
                  heavyLoad(4000000000);
                  },
  child: Text("Start Heavy Process without Isolate")),

Multithreading in Flutter using Dart isolates

Same thing let’s check what happens when we use Isolate to perform same task as above code does.

When button is been pressed let’s call a Isolate Function Instead of Normal function.

When you run flutter app note that the CircularProgressIndicator() which was getting freezed with now won’t affect & the UI will run smoothly as expected.

Code:

useIsolate() async{
  final ReceivePort receivePort = ReceivePort();

  try{
    await Isolate.spawn(runTask, [receivePort.sendPort,4000000000]);
  } on Object{
    print("Isolate Failed");
    receivePort.close();
  }
  final response = await receivePort.first;
  print('data Processed ${response}');
}

int runTask(List<dynamic> args){
  SendPort  resultPort = args[0];
  int value = 0;
  for(int i = 0;i<args[1];i++)
    value=i++;

  Isolate.exit(resultPort,value);
}

Calling a Isolate Function when button is pressed

ElevatedButton(
                onPressed: (){
                  useIsolate();
                },
                child: Text("Start Heavy Process with isolate")
)

ReceivePort allow isolate to listen for incoming message.

To create RecieverPort will use ‘ReceiverPort()’ constructor class.

Note: That each Isolate has it’s own ‘ReceiverPort’ can have multiple RecievedPot instance for handling different message.

SendPort is used to send message from one isolate to another, to send message to another isolate, we can use ‘send()’ method on SendPort instance with the message.

Conclusion

In conclusion, Flutter isolates are a powerful tool for running background tasks, achieving multitasking, and maintaining a responsive UI. By utilizing isolates effectively, developers can ensure optimal performance, responsiveness, and a seamless user experience in their Flutter applications.

How to make flutter app responsive

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How to make flutter app responsive
How to make flutter app responsive

While developing any application my be it’s web or mobile application, A Frontend developer should always keep in mind to make it responsive.
Below are few example to make a flutter application responsive:

1. Utilize flutter’s flexible layout widgets:

In flutter flexible widgets are Row, Column & Expanded widgets that can make a app responsive.

    Row(
          children: [
            Expanded(child: Container(
              color: Colors.red,
              height: 100,
            ),),
            Expanded(child: Container(
              color: Colors.blue,
              height: 200,
            ),)
          ],
        )

2. Leverage Media Query for adoptive design:

App should be auto responsive depending on different screen size & the orientation & can be done using flutter MediaQuery class.

Container(
              color: Colors.red,
              height: MediaQuery.of(context).size.height,
              width: MediaQuery.of(context).size.width,
     )

3. Design with device-agnostic elements

Relative dimensions & scalable fonts, you need to also make text content auto resize depending on screen size the app is running.

final textScaleFactor = MediaQuery.of(context).textScaleFactor;

Text(
  'Sample Text',
  style: TextStyle(fontSize: 16.0 * textScaleFactor),
)

4. Use responsive flutter package

To make flutter application responsive we can make use of flutter_screenutil package that will make our work hand in making app responsive.

Container(
  width: ScreenUtil().setWidth(200), // Set width based on the reference screen size
  height: ScreenUtil().setHeight(100), // Set height based on the reference screen size
  child: Text(
    'Sample Text',
    style: TextStyle(fontSize: ScreenUtil().setSp(16)), // Set font size based on the reference screen size
  ),
)

5. Optimize Image assets

Loading images in flutter app & making it optimize is an important task of flutter developer. Optimize image assets from different resolution using flutter Image.assets() widget parameter.

Image.asset(
                'assets/images/flutter_bird.png',
                width: 100,
                height: 100,
                fit: BoxFit.cover,
         )

6. Implement device-specific layouts

LayoutBuilder & Orientation Builder are usually used to create a responsive UI in flutter application.

LayoutBuilder: Is a widget in flutter by which we can build a UI basied on constraints of it’s parrent widget, By using LayoutBuilder we can dynamically adjust the laput and the available space, code Snippet Example Below:

LayoutBuilder(
  builder: (BuildContext context, BoxConstraints constraints) {
    // Use the constraints to build a responsive UI
    if (constraints.maxWidth > 600) {
      return DesktopLayout();
    } else {
      return MobileLayout();
    }
  },
)

2. OrientationBuilder: Depending on device orientation, may be it’s portrait or landscape mode, you need to build different UI’s when device is in different orientation mode.

OrientationBuilder(
  builder: (BuildContext context, Orientation orientation) {
    // Use the orientation to build a UI for each mode
    if (orientation == Orientation.portrait) {
      return showPortraitConfig();
    } else {
      return showLandscapeConfig();
    }
  },
)

7. Flutter app scrolling must be smooth

Make use of flutter’s sliver widget from efficient scrolling the complex layout

CustomScrollView(
  slivers: <Widget>[
    // SliverAppBar: A scrolling app bar that collapses when scrolling down
    SliverAppBar(
      title: Text('Custom Scroll View Example'),
      floating: true,
      // Additional configuration properties...
    ),
    // SliverList: A scrollable list of items
    SliverList(
      delegate: SliverChildBuilderDelegate(
        (BuildContext context, int index) {
          return ListTile(
            title: Text('Item $index'),
          );
        },
        childCount: 20, // Number of list items
      ),
    ),
    // Additional slivers...
  ],
)

15 Useful JavaScript Code Snippets

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JavaScript Code Snippet

Hi Guy’s Welcome to Proto Coders Point, In this Javascript article let’s checkout 15 useful JavaScript code snippets that will help you in various JS Programming tasks

1. Get current Date & Time

To get current date & time in javascript(nodejs), we can make use of Date() below are examples:

// Create a new Date object
const currentDate = new Date();

// Get the current date
const date = currentDate.getDate();

// Get the current month (Note: January is 0) so just add 1.
const month = currentDate.getMonth() + 1;

// Get the current year
const year = currentDate.getFullYear();

// Get the current hours
const hours = currentDate.getHours();

// Get the current minutes
const minutes = currentDate.getMinutes();

// Get the current seconds
const seconds = currentDate.getSeconds();

// Display the current date and time
console.log(`Current Date & Time: ${date}-${month}-${year} ${hours}:${minutes}:${seconds}`);

2. Check if the variable is an array:

To Check if an variable is array or no in JS, We can make use of inbuilt method i.e Array.isArray(), Below is an Example:

// Variable declaration
const myVariable = [1, 2, 3];

// Check if the variable is an array
if (Array.isArray(myVariable)) {
  console.log('The variable is an array.');
} else {
  console.log('The variable is not an array.');
}

3. Merge two arrays:

In Javascript there are two ways by which we can easily merge or concat two arrays: One is by using `concat()` method, another is by using spread operator ('...') Let;s check example of both of them:

Using `concat()` method:

// Arrays to be merged
const array1 = [1, 2, 3];
const array2 = [4, 5, 6];

// Merge the arrays using concat()
const mergedArray = array1.concat(array2);

console.log(mergedArray);

Using Spread Operator (…):

// Arrays to be merged
const array1 = [1, 2, 3];
const array2 = [4, 5, 6];

// Merge the arrays using the spread operator
const mergedArray = [...array1, ...array2];

console.log(mergedArray);

convert array to collection in javascript


4. Remove duplicates from an array:

In JavaScript, there are many ways by which we can remove any duplicates from a given list by using inbuilt methods: Let’s check them one by one.

Using Set Object:

const array = [1, 2, 3, 3, 4, 5, 5];

const uniqueArray = [...new Set(array)];

console.log(uniqueArray);

The 'Set' Object is used by which a new set from the array is created, the Set will automatically remove the duplicate values, Then, In above example I have made use of Spread operator '...' to convert the new Set to Array.

converting list to set or set to list in dart


Using the filter() method:

const array = [1, 2, 3, 3, 4, 5, 5];

const uniqueArray = array.filter((value, index, self) => {
  return self.indexOf(value) === index;
});

console.log(uniqueArray);

we can also make use of filter() method in javascript to remove duplicate from a array, The filter() method has a callback function. The callback function checks if the index of current element is same as of first occurrences and thus it is added into uniqueArray variable.


Using the reduce() method:

const array = [1, 2, 3, 3, 4, 5, 5];

const uniqueArray = array.reduce((accumulator, currentValue) => {
  if (!accumulator.includes(currentValue)) {
    accumulator.push(currentValue);
  }
  return accumulator;
}, []);

console.log(uniqueArray);

The reduce() method will iterate to the given array and here while iterating to each item from the array we check is it already included in new array by includes() method, If not Included then push the currentValue (Index Item) Into the new array.

The Above Example will create a new array variable with content [1, 2, 3, 4, 5], removing all the duplicates occurrences.


5. Sort an array in ascending order:

To Sort an array in javascript, let’s make use of `sort()` method, Here’s an example:

const array = [3, 1, 4, 2, 5];

// Sort the array in ascending order
const sortedArray = array.sort((a, b) => a - b);

console.log(sortedArray);

6. Reverse an array:

To reverse an array, will make use of reverse() method, Here’s an example:

const array = [1, 2, 3, 4, 5];

// Reverse the array
const reversedArray = array.reverse();

console.log(reversedArray);

On an given array, we can apply reverse() method, it will simply reverse all the element from the original array and create a new Array.


7. Convert string to number:

In JavaScript, To convert string to an number, we can make use of parse method i.e. parseInt() or parseFloat() let’s see an example:

Using parseInt() to convert string to integer

const stringNumber = "42";
const number = parseInt(stringNumber);

console.log(number);

Using parseFloat() to convert a string to float-point number

const stringNumber = "3.14";
const number = parseFloat(stringNumber);

console.log(number);

8. Generate a random number between two values:

In JavaScript, To generate a number between a given range we can make use of Math.random() method, Here is an example:

const min = 1;   // Minimum value
const max = 10;  // Maximum value

// Generate a random number between min and max
const randomNumber = Math.floor(Math.random() * (max - min + 1)) + min;

console.log(randomNumber);

9. Check if a string contains a substring:

To check is a given string variable contain a particular world or substring we can either use includes() or indexOf() method, Let’s understand this will code snippets:

Using includes() method:

const string = "Hello, world!";
const substring = "world";

// Check if the string contains the substring
const containsSubstring = string.includes(substring);

console.log(containsSubstring);

Using indexOf() method:

const string = "Hello, world!";
const substring = "world";

// Check if the string contains the substring
const containsSubstring = string.indexOf(substring) !== -1;

console.log(containsSubstring);

10. Get the Length of an Object:

In JS, Objects don’t has any inBuilt method or function to get the length of an object like arrays has, But as object has key-value pair elements in it we can get length of an object using key or value, Below is an example:

const myObject = {
  name: "John",
  age: 30,
  city: "New York"
};

// Get the length of the object
const objectLength = Object.keys(myObject).length;

console.log(objectLength);

The Object.keys() method is used to retrieve an array of the object keys and then ‘length’ property is used on the array to get the number of keys in an object.


11. Convert Object to array:

To convert an object into array in JS, We will use Object.entries() method:

const myObject = {
  name: "John",
  age: 30,
  city: "New York"
};

// Convert the object to an array
const objectArray = Object.entries(myObject);

console.log(objectArray);

In this code snippet, the Object.entries() method is called on the myObject object. It returns an array of arrays, where each inner array contains two elements: the key and the corresponding value from the object.

The resulting array, objectArray, will look like this:

[ 
  ["name", "John"],
  ["age", 30],
  ["city", "New York"]
]

12. Check if an object is empty:

To check of an object is empty we can use either of this two method i.e Object.keys() or Object.entries(), Example code snippet below:

Using Object.keys() to check if object is empty:

const myObject = {};

// Check if the object is empty
const isEmpty = Object.keys(myObject).length === 0;

console.log(isEmpty);

Using Object.entries() to check if object is empty:

const myObject = {};

// Check if the object is empty
const isEmpty = Object.entries(myObject).length === 0;

console.log(isEmpty);

13. get current URL:

In browser, If you want to add feature to your application to get the current URL using JavaScript we can make use of window.location Here is an example:

var currentURL = window.location.href;
console.log(currentURL);

The above code, window.location.href browser property will return the complete URL.


14. Redirect to a new URL:

In Javascript, to redirect a user to desired URL we can make use of window.location with assign() method or by using window.location.href. Here’s an example of how to redirect to a URL:

window.location.assign("https://www.example.com");
window.location.href = "https://www.example.com";

15. Copy text to clipboard

In Javascript, to copy a text to a clipboard, we can make use of document.execCommand('copy'); method or by using Clipboard API both the code example are given below:

using Clipboard API method:

Here to copy the content we are using clip API writeText() function to copy/write the text content into clipboard.

const textToCopy = "Text to copy";
navigator.clipboard.writeText(textToCopy)
  .then(() => {
    console.log("Text copied to clipboard");
  })
  .catch((error) => {
    console.error("Error copying text to clipboard:", error);
  });

Using document.execCommand()

const textToCopy = "Text to copy";
var tempInput = document.createElement("input");
tempInput.value = textToCopy;
document.body.appendChild(tempInput);
tempInput.select();
document.execCommand("copy");
document.body.removeChild(tempInput);
console.log("Text copied to clipboard");

Different between compileSdkVerion & targetSdkVersion android

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Different Between 𝐜𝐨𝐦𝐩𝐢𝐥𝐞𝐒𝐝𝐤𝐕𝐞𝐫𝐬𝐢𝐨𝐧 and 𝐭𝐚𝐫𝐠𝐞𝐭𝐒𝐝𝐤𝐕𝐞𝐫𝐬𝐢𝐨𝐧

In this android blog article, Let’s Understand the major different between compileSdkVersion & targetSdkVersion in Android Development, This both CompileSdkVersion and TargetSdkVersion are very important settings that is configured into Android project while creating new project under build.gradle file. They simply tells developer that which Android SDK version is been used to compile the code & which while be highest device it the app will support. Here’s the difference between the two:

Android compileSdkVersion

𝐜𝐨𝐦𝐩𝐢𝐥𝐞𝐒𝐝𝐤𝐕𝐞𝐫𝐬𝐢𝐨𝐧 specifies which version of Android SDK will be used by android gradle to compile you android project. This means that your andriod application has the ability to use all that APIs is is been included into the specified version and less then specified version.

𝐅𝐨𝐫 𝐄𝐱𝐚𝐦𝐩𝐥𝐞, If your android project is set to 𝐜𝐨𝐦𝐩𝐢𝐥𝐞𝐒𝐝𝐤𝐕𝐞𝐫𝐬𝐢𝐨𝐧 to 30, it means that your android application has access to use all the APIs up to version 30. For example, let’s assume you want Camera2 API to be used, But the Camera2 API was introduced with Android 5.0 (i.e. API Level 21) and above, and you have already set 𝐜𝐨𝐦𝐩𝐢𝐥𝐞𝐒𝐝𝐤𝐕𝐞𝐫𝐬𝐢𝐨𝐧 to 30, That means you can use Camera2 API without any issue. However, suppose you set compileSdkVersion lower then API Level 21 and you are trying to make use of Camera2 API, then you will get compile-time error because Camera2 API is not available below 𝐜𝐨𝐦𝐩𝐢𝐥𝐞𝐒𝐝𝐤𝐕𝐞𝐫𝐬𝐢𝐨𝐧 21.

Android targetSdkVersion

𝐭𝐚𝐫𝐠𝐞𝐭𝐒𝐝𝐤𝐕𝐞𝐫𝐬𝐢𝐨𝐧 This version defines tell the android OS on which android SDK version the Application was designed and tested on and also indicates the API version the app is of compatibility and can run smoothly.

𝐅𝐨𝐫 𝐄𝐱𝐚𝐦𝐩𝐥𝐞, suppose your android project 𝐭𝐚𝐫𝐠𝐞𝐭𝐒𝐝𝐤𝐕𝐞𝐫𝐬𝐢𝐨𝐧 is set to 30, It Means that you has designed the app to run on device that support android 30 and above, and you made it sure that your android application will work smoothly abd behaves correctly as accepted on those devices.

Conclusion

📝 The summary, the compileSdkVersion, determines a set of APIs that is been used for the build process, while the targetSdkVersion specifies the intended API level for the app and indicates its compatibility with newer Android versions.

🎯 Ideally, the compileSdkVersion and targetSdkVersion should match, both pointing to the latest SDK. However, it’s crucial to thoroughly test the app’s compatibility with the changes introduced in that version.

💡 Therefore, understanding the distinction between compileSdkVersion and targetSdkVersion is vital for effective utilization in Android development projects. This ensures optimization, thorough testing, and smooth functioning of your app across various devices. Happy coding! 💻📱🚀