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A Comprehensive Guide to Generative AI Training
Large language models (LLMs) have impacted natural language processing (NLP) by introducing advanced applications such as text generation, summarization, and conversational AI. Models like ChatGPT use a specific neural architecture called a transformer to predict the next word in a sequence, learning from enormous text datasets through self-attention mechanisms. This guide breaks down the step-by-step process for...
Published on: February 21, 2025 | Source:
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Deduplication of Videos Using Fingerprints, CLIP Embeddings
Video deduplication is a crucial process for managing large-scale video inventory, where duplicates consume storage, increase processing costs, and affect data quality negatively. This article explores a robust architecture for deduplication using video segmentation, frame embedding extraction, and clustering techniques. It also highlights key methodologies like video hashing, CLIP embeddings, and temporal alignment...
Published on: February 21, 2025 | Source:How to debug code with GitHub Copilot
GitHub Copilot can streamline your debugging process by troubleshooting in your IDE, analyzing pull requests, and more, helping you tackle issues faster and more robustly. The post How to debug code with GitHub Copilot appeared first on The GitHub Blog.
Published on: February 21, 2025 | Source:Microservices vs Monoliths: Picking the Right Architecture
Youβre building a new application, and suddenly, youβre stuck in an endless debate: microservices or monolith? Itβs the software equivalent of choosing between a Swiss Army knife and a specialized toolkit. Both get the job done, but the wrong choice could mean wasted time, budget, or technical debt. Having guided teams through both architectures for over a decade, hereβs my no-BS take on the tradeoffs β and how to...
Published on: February 21, 2025 | Source:Terraform State File: Key Challenges and Solutions
Introduction of Terraform State File The Terraform state file serves as a crucial bridge between the declarative configuration in the Terraform code and the resources deployed in the infrastructure. It maintains a detailed record of all the resources managed by Terraform, including their attributes, dependencies, and metadata. This information enables Terraform to perform intelligent operations such as incremental...
Published on: February 21, 2025 | Source:I built a new playground for Go, Pt, TS and more other, with Postgres... It supports program arguments, pretty output for JSON and I will add a lot feature soon
submitted by /u/Halabooda [link] [comments]
Published on: February 21, 2025 | Source:Step-by-Step Reasoning Can Fix Madman Logic in Vision AI
Vision AI models have a flaw. When shown a medical scan, they might correctly diagnose a condition while citing anatomically impossible reasons. Or they might solve a geometry problem with the right answer but skip essential theorems and rely on made-up ones instead. These models reach correct conclusions through reasoning that makes no sense. The Gap in Visual Reasoning Models This hints at a deeper problem. Current...
Published on: February 21, 2025 | Source:Creating a Web based version of Apple Keynoteβs Magic Move effect
submitted by /u/TobiasUhlig [link] [comments]
Published on: February 21, 2025 | Source:Building a Simple RAG Application With Java and Quarkus
Introduction to RAG and Quarkus Retrieval-augmented generation (RAG) is a technique that enhances AI-generated responses by retrieving relevant information from a knowledge source. In this tutorial, weβll build a simple RAG-powered application using Java and Quarkus (a Kubernetes-native Java framework). Perfect for Java beginners! Why Quarkus? Quarkus provides multiple LangChain4j extensions to simplify AI application...
Published on: February 21, 2025 | Source:Why Platform Engineering Is Essential to DevEx: Understand the Relationship Between Platform Engineering and the Developer Experience
Editor's Note: The following is an article written for and published in DZone's 2025 Trend Report,Developer Experience: The Coalescence of Developer Productivity, Process Satisfaction, and Platform Engineering. Software engineering continues to be an exciting journey, where use cases not only feed creativity but also allow the underlying intellectual property to thrive. The biggest challenge is to make sure engineers...
Published on: February 21, 2025 | Source:One quality every engineering manager should have? Empathy.
And how the platform engineering landscape is evolving.
Published on: February 21, 2025 | Source:How to Code a Crossy Road Game Clone with Three.js
In this tutorial, youβll learn how to create a clone of the mobile game Crossy Road with Three.js. The goal of this game is to move a character through an endless path of static and moving obstacles. You have to go around trees and avoid getting hit ...
Published on: February 20, 2025 | Source:How to Create a DeepSeek R1 API in R with Plumber
To create an AI chatbot and integrate it with another platform, you have to communicate with large language model using an API. This API receives prompts from the client and sends them to the model to generate answers. In this tutorial, you will lear...
Published on: February 20, 2025 | Source:How to Build a Replit Clone with Socket.io, Monaco Editor, and Copilotkit
Iβve been coding for about a decade now. And over the years, Iβve tried my fair share of development toolsβespecially IDEs like Sublime Text, Atom, and even NetBeans back in my college days. But when VS Code came along, it completely changed the game...
Published on: February 20, 2025 | Source:Solving Interface Challenges With the BFF Pattern
Modern software applications often need to support multiple frontend UI like Web, Android, IOS, TV, and VR, each with unique requirements. Traditionally, developers have dependent on a single backend to serve all clients. However, the complexity of serving different frontends needs using a monolithic backend can result in performance bottlenecks, complicated APIs, and unnecessary data interactions. The Backend for...
Published on: February 20, 2025 | Source:Bitwise Operators in Go
In low-level programming, it is common to work at the bit level. This was true in earlier days of computing and is even relevant today. Most popular languages keep provisions for bit-level operations, not only as a legacy but also as a frequently used feature in their arsenal. Direct bit-level operations are used in cryptography, system-level programming, image processing, etc. In this Golang programming tutorial, we...
Published on: February 20, 2025 | Source:Implementing SOLID Principles in Android Development
Writing software is an act of creation, and Android development is no exception. Itβs about more than just making something work. Itβs about designing applications that can grow, adapt, and remain manageable over time. As an Android developer who has faced countless architectural challenges, Iβve discovered that adhering to the SOLID principles can transform even the most tangled codebases into clean systems. These are...
Published on: February 20, 2025 | Source:AI Agents: Future of Automation or Overhyped Buzzword?
In a world obsessed with artificial intelligence, there's a new player in town β AI agents. But before you roll your eyes and think, "Great, another tech term to pretend I understand at meetings," letβs break it down. What the Heck Are AI Agents? Imagine you have a really smart assistant β not just one that tells you the weather or suggests a new Netflix show β but one that thinks, plans, and acts without you having to...
Published on: February 20, 2025 | Source:Kata Containers: From Kubernetes Pods to Secure VMs
Introduction to Kata Containers Kata Containers is an open-source project designed to deliver a secure container runtime environment by utilizing the virtualization layer provided by the server instance. Unlike traditional containers, Kata containers run within lightweight virtual machines (VMs) created using virtualization capabilities. This approach ensures robust isolation between the host operating system (OS) and...
Published on: February 20, 2025 | Source:Convert Stored Procedures and Functions From SQL Server to PostgreSQL
Stored procedures and functions are implementing the business logic of the database. When migrating the SQL Server database to PostgreSQL, you will need to convert stored procedures and functions properly, paying attention to parameter handling, rowset retrieval, and other specific syntax constructions. SQL Server uses a dialect of SQL called Transact-SQL (or T-SQL) for stored procedures and functions, while PostgreSQL...
Published on: February 20, 2025 | Source:Engaging with the developer community on our approach to content moderation
We share the full year 2024 data update on our Transparency Center and highlight how developers can engage with us on our site policies and content moderation. The post Engaging with the developer community on our approach to content moderation appeared first on The GitHub Blog.
Published on: February 20, 2025 | Source:Scaling Image Deduplication: Finding Needles in a Haystack
In the current AI generation, where organizations deal with a vast inventory of images, identifying duplicates can be a daunting task. Distributed deduplication at scale is essential for optimizing storage, reducing redundancy, and maintaining data integrity. This article provides insight into the architectural design and practical implementation for deduplicating 100 million images efficiently using state-of-the-art...
Published on: February 20, 2025 | Source:How Open Source Can Elevate Your Career as a Software Engineer
Advancing in a software engineering career can be a daunting challenge. Many engineers find themselves stuck, unsure of what steps to take to move from a mid-level role to senior positions such as staff, principal, or distinguished engineer. While technical knowledge is essential, the real differentiators are the skills that allow engineers to build scalable, maintainable, and collaborative software solutions. Open...
Published on: February 20, 2025 | Source:An Introduction to Object Mutation in JavaScript
In programming, object mutation implies that an object's state or data is mutated after creation. In other words, the operation that changes the attributes of an object in JavaScript is known as object mutation. Object mutation alters an object's values directly, making it challenging, particularly in applications where multiple operations may try to read from or write to an object simultaneously. This article presents...
Published on: February 20, 2025 | Source:The Anatomy of a Durable Execution Stack from First Principles
submitted by /u/stsffap [link] [comments]
Published on: February 20, 2025 | Source:Secure Ways to Access DeepSeek( Third-Party Apps)
AI-powered coding assistants have changed the way developers write software. They help automate repetitive tasks, catch errors early, and speed up development. But not all AI coding tools are built with security in mind. One of the most promising fre...
Published on: February 20, 2025 | Source:Secure Ways to Access DeepSeek Using Third-Party Apps
AI-powered coding assistants have changed the way developers write software. They help automate repetitive tasks, catch errors early, and speed up development. But not all AI coding tools are built with security in mind. One of the most promising fre...
Published on: February 20, 2025 | Source:Learn Kubernetes and EKS for Deployment
Kubernetes has become the de facto standard for container orchestration, allowing developers to efficiently deploy, manage, and scale applications. But deploying Kubernetes clusters in the cloud can be complex. Thatβs where Amazon Elastic Kubernetes ...
Published on: February 20, 2025 | Source:Research roadmap update, February 2025
An update to the research that the User Experience team is running over the next quarter.
Published on: February 20, 2025 | Source:How to Enable Sybil Resistance in Your dApps on Avalanche
If thereβs one thing Web3 devs can agree on, itβs that Sybils suck. Bots and fake accounts are ruining airdrops, gaming economies, DAOs, and DeFi incentives. Everyoneβs trying to fight them, but the solutions are either too centralized and non-private (KYC) or too easy to game (staking-based anti-Sybil tricks). Thatβs where Biomapper comes in handy β an on-chain tool that links one EVM account to one human for...
Published on: February 19, 2025 | Source:How to Use Terraform Import Block for Importing Resources
With Terraform 1.5 and later, you can use the import block to manage the import of resources directly in your configuration. This feature simplifies the process of importing existing infrastructure into Terraform state, eliminating the need for a separate CLI terraform import command. In this article, we explain the import block and how to use it to import different resources.
Published on: February 19, 2025 | Source:π Angular Material Country Autocomplete
Features π ° Fully Compatible with Angular 16-19 This library is designed to work seamlessly with the latest Angular versions (16, 17, 18, and 19). It leverages modern Angular features while maintaining backward compatibility. Multi-language Magic Supports English, French, Spanish, Italian, German, Arabic, Chinese, Hindi, Bengali, Portuguese and Russian + easily extendable to any language Flag Images OS &...
Published on: February 19, 2025 | Source:Yes! I Can Finally Run My .NET Application on Heroku!
Heroku now officially supports .NET! .NET developers now have access to the officially supported buildpack for .NET, which means you can now deploy your .NET apps onto Heroku with just one command: git push heroku main.
Published on: February 19, 2025 | Source:How to Build an ASP.NET Core MVC Web App
Building modern web applications requires a solid understanding of both frontend and backend development. ASP.NET Core MVC is a powerful framework for creating full-stack web applications with clean architecture and maintainable code. Whether you're ...
Published on: February 19, 2025 | Source:Data Pattern Automation With AI and Machine Learning
In the age of information that we live in today, every company faces challenges using data to its full potential. One technique for removing those hurdles is pattern recognition, a method by which automated processes are applied. With the amazing progress of AI, new methods of identifying relationships that were previously unobtainable, as well as identifying trends and establishing data-driven strategies, have...
Published on: February 19, 2025 | Source: