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Build an integrating artificial intelligence (AI)-Powered Mobile App

Creating an AI-powered mobile app involves integrating artificial intelligence (AI) technologies to solve specific problems or provide unique features. Here's an overview of how to approach building an AI-powered mobile app: Key Steps to Build an AI-Powered Mobile App 1. Define the App's Purpose and Use Case Identify the problem your app will solve or the value it will offer. Examples of AI use cases in mobile apps: Chatbots (e.g., virtual assistants like Siri) Image Recognition (e.g., object detection, face recognition) Speech Recognition (e.g., voice commands, transcription) Recommendation Systems (e.g., personalized content or product recommendations) Predictive Analysis (e.g., health tracking, financial forecasting) Natural Language Processing (NLP) (e.g., sentiment analysis, language translation) 2. Choose an AI Technology or Framework Select the appropriate AI technologies or frameworks based on your use case: Machine Learning : Core frameworks: TensorFlow, PyTorch,...

Singleton vs Dependency Injection in iOS Swift With A Simple Example

 

Singleton

Singleton: - The Singleton is a Design Pattern. That only on single instance of a class. A Singleton can be accessed from anywhere in the program, but it cannot be modified from anywhere. It can only be modified from within the Singleton. It is, therefore, a means to protect globals.

A Singleton class supports inheritance, while a Static class is a sealed class, and therefore cannot be inherited. A Singleton class can inherit from other classes, while a Static class cannot (not even from other static classes).

  • The singleton pattern increases coupling.
Disadvantages of singleton in Swift
  • The global nature leads to dependency hiding.
  • It can be difficult to unit test the code.
  • It can lead to tightly coupled code.
  • If the single Instance of the object becomes corrupted, the entire system is compromised

A singleton class itself is not thread safe. Multiple threads can access the singleton same time and create multiple objects, violating the singleton concept. The singleton may also return a reference to a partially initialised object.

Example: - 

class MySingleton {

static let shared = MySingleton() // Singleton instance

private init() {
// Private initializer to prevent external instantiation
}

func doSomething() {
print("Singleton: Doing something")
}
}

// Usage:
MySingleton.shared.doSomething()

Dependency Injection


Dependency Injection:- Dependency injection reduces coupling  

  • Improves code reusability.
  • Eases the unit testing of applications through mocking/stubbing injected dependencies.
  • Reduces boilerplate code because dependencies are initialized by their injector component.
  • Decouples component logic.
  • Makes it easier to extend the application classes.

Example:- 

protocol MyDependency {
func performAction()
}

class MyDependencyImplementation: MyDependency {
func performAction() {
print("Dependency: Performing an action")
}
}

class MyClass {
let dependency: MyDependency

init(dependency: MyDependency) {
self.dependency = dependency
}

func useDependency() {
dependency.performAction()
}
}

// Usage:
let dependency = MyDependencyImplementation()
let myClass = MyClass(dependency: dependency)
myClass.useDependency()


Reference

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