Text summarization and extraction are crucial tasks in natural language processing (NLP) and information retrieval. Language models have emerged as powerful tools for accomplishing these tasks. In this tutorial, we will explore how to use Language Model-based Methods (LLMs) for text summarization and extraction. We will cover the following topics: Continue Reading
Securing your API with Azure API Management
When an API is designed, the security of the API is a crucial aspect that should not be overlooked. Secure APIs help provide better protection against unauthorized access and ensure that data is shared only amongst authorized entities. Azure API Management is a service provided by Microsoft Azure that helps Continue Reading
Implementing Azure Firewall to secure your network
Introduction In todayโs dynamic threat environment, security is a primary concern for organizations. One way to secure your network is by using Azure Firewall. Azure Firewall is a fully managed, cloud-based network security service that helps protect your network from threats by filtering inbound and outbound traffic. In this tutorial, Continue Reading
Connecting your VPC to the Internet using NAT Gateway
In a cloud environment, the Virtual Private Cloud (VPC) is the backbone that connects your resources to the Internet. A VPC is a logically isolated network within Amazon Web Services (AWS), allowing you to launch Amazon Elastic Compute Cloud (EC2) instances, Amazon Relational Database Service instances, and other Amazon Web Continue Reading
Creating a chatbot with Azure QnA Maker
Chatbots have become a popular way for businesses to interact with their customers and offer support services. With the advancement of AI and natural language processing (NLP) technology, the ability to create intelligent chatbots has become much easier. Microsoft Azure QnA Maker is one such tool that allows users to Continue Reading
How to use LLMs for plagiarism detection and text originality assessment
How to Use Language Model (LLM) for Plagiarism Detection and Text Originality Assessment In today’s digital age, the issue of plagiarism has become more prevalent than ever. With the vast amount of information available on the internet, it is easy for individuals to copy and paste content without giving credit Continue Reading
How to use LLMs for text summarization and expansion
Introduction Language models have revolutionized the field of natural language processing by providing powerful tools for tasks like text generation, translation, and summarization. One popular type of language model is the Long-Short Term Memory (LSTM) model, which is a type of Recurrent Neural Network (RNN). In this tutorial, we will Continue Reading
Building web applications with Laravel
Laravel is a powerful and popular PHP framework used to build web applications. It provides a flexible and streamlined development experience with a variety of tools and features to help develop robust web applications quickly and efficiently. In this tutorial, we will go through the process of building a simple Continue Reading
Creating custom AMI using EC2 Image Builder
Introduction Amazon Machine Images (AMIs) are pre-configured virtual machines used to launch instances in Amazon Elastic Compute Cloud (EC2). An AMI includes an operating system, applications, libraries, and other dependencies needed to run an instance. Creating custom AMIs allows users to launch instances with the desired software stack installed. In Continue Reading
How to Build a Question Answering System with OpenAI GPT-3 and Python
In this tutorial, we will learn how to build a question answering system using OpenAI GPT-3 and Python. OpenAI GPT-3 is a powerful language model that can generate human-like text and answer questions based on the given context. To build the question answering system, we will use the OpenAI Python Continue Reading