Introduction AWS AppSync is a managed service that enables developers to build and deploy scalable GraphQL APIs quickly. With AppSync, you can create APIs that run on AWS Lambda, AWS DynamoDB, and other AWS services. AppSync also comes with built-in features like offline capabilities, real-time data synchronization, and data transformation. Continue Reading
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How to create and deploy an Azure Function
Azure Functions is a serverless compute service that allows you to run event-triggered code in the cloud without worrying about infrastructure. In this tutorial, we’ll walk through the steps of creating and deploying an Azure Function using the Azure portal. Prerequisites Before getting started, make sure you have the following Continue Reading
Building an Azure Serverless Function for image processing
Azure functions are an excellent solution for serverless computing needs. They’re highly scalable, flexible, and can handle complex business logic that runs asynchronously. In this tutorial, we’ll dive into how to build an Azure function for image processing using Azure Functions. What is Azure Functions? Azure Functions is a serverless Continue Reading
Building event-driven serverless applications with Azure Event Grid and Functions
Introduction In the current technology landscape, serverless computing has moved from a trendy buzzword to a powerful and effective way to develop and run applications that automatically scale to meet the demands of even the most complex, dynamic environments. Azure Event Grid and Azure Functions, both part of the Microsoft Continue Reading
Developing web applications with Angular
Introduction Angular is a popular framework for building Single Page Applications (SPAs) and dynamic web applications. It uses the Model-View-Controller (MVC) pattern to keep data, logic, and interface separate. This makes it easier to develop, test, and maintain complex web applications. In this tutorial, we will explore the basics of Continue Reading
Deploying an Application on Elastic Beanstalk
Introduction Elastic Beanstalk is an AWS service that makes deploying, scaling, and managing applications in the cloud easier. In this tutorial, we will learn how to deploy an application on Elastic Beanstalk. Prerequisites To follow this tutorial, you will need: An AWS account Git installed The AWS CLI installed Step Continue Reading
How to use LLMs for text matching and similarity
Introduction In natural language processing, text matching and similarity are important tasks that can be used in various applications, such as search engines, recommendation systems, and plagiarism detection. Language Models are powerful tools that can be used for these tasks, as they can capture the semantic meaning of the text. Continue Reading
How to use LLMs for question answering and knowledge retrieval
How to Use Language Model for Question Answering and Knowledge Retrieval Introduction Language models have become an essential tool for natural language processing tasks. They provide a way to generate coherent and contextually relevant responses to questions, making them ideal for question answering and knowledge retrieval tasks. In this tutorial, Continue Reading
Building and testing your code using AWS CodeBuild
Introduction AWS CodeBuild is a fully managed continuous integration service that enables you to build and test your code using a variety of languages and runtimes, such as Java, Python, Node.js, Ruby, and Docker. With CodeBuild, you can automate your software release process, improve code quality, and increase developer productivity. Continue Reading
How to use LLMs for speech recognition and synthesis
In recent years, Language Model-based approaches have revolutionized the field of speech recognition and synthesis. Large Language Models (LLMs) have been shown to outperform traditional methods, producing more accurate transcriptions and generating more natural-sounding speech. In this tutorial, we will explore how to use LLMs for both speech recognition and Continue Reading