To manage dependencies between different layers, make use of dependency injection with Hilt. Points Separation of concerns. Drive UI from the data models (preferably persistent data models). Single source of truth (Can be a database or view model or even the UI). Unidirectional data flow. Benefits of clean architecture Maintainability Scalability Easy onboarding Testability UI layer This…

To make it easy to create custom chains, Langchain uses a Runnable protocol. It is a standard interface which makes it easy to define and invoke custom chains in a standard way. They include: stream which streams back chunks of the response. invoke which calls the chain on a single…

Langchain agents have emerged as a captivating area of research, promising to revolutionize the way we interact with AI. These sophisticated language models, trained on massive datasets of text and code, possess the remarkable ability to generate human-quality text, translate languages, and even write different kinds of creative content. The…

Implementing CameraX while using Jetpack Compose can be a bit challenging because some of the views, like PreviewView, that provide the surface upon which the camera preview is displayed are not available for Jetpack Compose. However, there are ways to work around this. Here is a simple to follow guide…

Introduction APIs play a crucial role in the development of various applications. As developers, we often rely on numerous APIs to enhance the functionality and user experience of our projects. However, with the increasing importance of API integration comes the responsibility of securing the associated API keys. Recently, our team at…

If you’re using Firebase Realtime Database to store and retrieve data for your Android app, you may have encountered the challenge of paginating the data within a RecyclerView. …