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Discord Image Generation Bot with Daytona

  • This project demonstrates how to build a Discord bot that generates images from text prompts using the Prodia API, while utilizing Daytona for an optimized and scalable development environment.
  • The bot is designed to be modular and extendable. It integrates with Daytona for a consistent development environment and utilizes the Discord API for real-time message interaction.
  • To use the bot, simply type the command !generate followed by a text prompt in any Discord channel where the bot is present.
  • The generated image will be displayed in the channel once the image generation is completed.

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Medium

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9 Brilliant Prompts I Wish Every Single ChatGPT User Knew

  • This article claims to provide brilliant prompts that every ChatGPT user should know.
  • The author mentions the common practice of catchy titles and generic content in articles.
  • They assert that these prompts are exceptional and even better than purchased prompts.
  • The author offers the prompts for free but requests some claps as appreciation.

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TestContainers in .NET with PostgreSQL and PgVector

  • TestContainers for .NET is a library that supports tests with throwaway instances of Docker containers for all compatible .NET Standard versions.
  • The Testcontainers.PostgreSql NuGet package makes it easy to spin up PostgreSQL containers for integration testing.
  • The core idea is to ensure that each test class gets a clean, isolated database instance, used for executing integration tests and deleted afterward.
  • The article discusses how to include the PostgreSQL extension in a Docker image through C# for integration tests, using TestContainers and configuring the PostgreSQL container.

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🚀 60+ New GitHub Repositories That Could Inspire Your Next Project (Dec 27, 2024)

  • Python Textual – Neovim Plugin for .tcss Files
  • Minimal, self-hosted exercise tracker
  • Comprehensive Python Cheatsheet
  • UniCoreFW-PY
  • Twice – Reminder for Thinking Twice Before Social Media in Browser
  • Asak – cross-platform audio recording/playback CLI tool written in Rust
  • List of judging opportunities to help with O-1 visa / EB-1 green card
  • NeatShift – Organize Windows Files with Symbolic Links
  • I've Made a Modern Feed Reader App with Tauri
  • Tysm, a Rust crate for using ChatGPT with Structured Outputs

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Dev

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Push to multiple GitHub accounts!

  • Generate separate SSH keys for each GitHub account
  • Add SSH keys to the agent
  • List existing SSH keys
  • Add the public keys to GitHub accounts and configure SSH aliases
  • Test SSH keys and clone repositories
  • Update existing repository's remote and push code from your code editor

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Part 16: Building Your Own AI - Building an End-to- End AI Project: A Case Study

  • Bringing an AI project to life involves integrating multiple concepts into a seamless pipeline.
  • The key steps in building an end-to-end AI project include defining the project, data collection and preparation, building the model, training the model, evaluating the model, deployment, and monitoring and updating.
  • For this case study, an image classifier that distinguishes between cats and dogs is built.
  • The process involves selecting a real-world problem, gathering and preprocessing the data, selecting and implementing the model using TensorFlow/Keras, training and evaluating the model, saving and deploying the model using Flask, and hosting it on platforms like Heroku or AWS Lambda.

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Medium

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Discover What Happens When AI Meets Blockchain!

  • Lightchain AI combines AI and blockchain to address challenges in the blockchain space.
  • The platform offers real-world utility in various sectors with increased transparency and security.
  • The marriage of AI and decentralized systems revolutionizes the digital asset landscape.
  • Lightchain AI's integration of AI with blockchain influences investor strategies and market expectations.

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Medium

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Artificial Intelligence (AI) in Software Development Automation

  • Artificial intelligence (AI) has significantly impacted software development, automating processes and enhancing efficiency.
  • AI in software development streamlines processes, reduces errors, and increases productivity.
  • Automation of tasks such as code generation, bug detection, and testing saves time and effort.
  • AI simplifies software testing, allowing real-time error detection and improving software design.

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Setting Up a Node.js Backend for Your React Application

  • Combining a React frontend with a Node.js backend is a common and powerful setup for building full-stack web applications.
  • Prerequisites: Node.js and npm/yarn should be installed.
  • Steps to set up the backend: Initialize the Node.js backend, set up the Express server, connect the React frontend, configure a proxy for API calls, add an API endpoint, connect to a database (optional), and deploy the application.
  • Setting up a Node.js backend for a React application provides a robust full-stack development environment.

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Medium

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Day 27: Dawn of a New Project | 31 Days of Creating Series

  • The author had a negative experience of being ghosted after an interview for a UX Designer position requiring Mandarin Chinese skills.
  • This experience led the author to question their Mandarin proficiency and sparked the idea of creating a language learning app.
  • The author conducted informal conversations with friends learning foreign languages and gained insights into their experiences and pain points.
  • Keywords research using Google Trends and ahref was conducted to validate the potential demand for the app.

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Medium

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Enumerated Types: Simplifying the Code

  • Enums are used in many programming languages to simplify code by defining a set of named integral constants.
  • Enumerated types provide better code readability by replacing ambiguous values with meaningful names.
  • For example, instead of using integers or strings, enums allow the use of Day.MONDAY to represent Monday.
  • Enums are particularly useful when there is a variable that can be assigned one of a few possible predefined values.

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Role-Based Access Control in NestJS

  • Role-based authorization in NestJS allows for assigning permissions based on roles.
  • The process involves installing dependencies, defining roles, creating custom guards and decorators, and applying them globally or locally.
  • Authentication middleware is used to identify a user's roles during the authentication process.
  • By following these steps, developers can implement role-based authorization in NestJS to secure their applications.

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10 Rare HTML Attributes You Should Know About

  • HTML is full of hidden gems that many developers often look past.
  • Attributes in HTML provide additional information about the elements of HTML.
  • Here are 10 rare HTML attributes you should know about:
  • 1. Hidden: Used to hide an element on the web page without removing it from the DOM.

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Hackernoon

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Stand Out From Other Developers By Contributing to Open Source

  • Creating something of your own like a library, blog or framework demonstrates your professionalism and engagement in the field of information technology.
  • Identifying and solving real problems is what counts the most when it comes to creating something that may stand out among other products.
  • Creating something new provides an opportunity for gaining valuable experience and expressing your passion in a productive way.
  • Creating something new does not have to be a groundbreaking idea, nor is it essential to be first, just addressing solutions to already existing issues adequately.
  • The author developed an open-source library to facilitate project development that aims to track input events from the keyboard and mouse to reduce the need for P/Invoke calls.
  • During development, the author released several small updates, communicated with users for feedback and also took advantage of community contribution to developing the library.
  • Open-source development presents an opportunity to meet other programmers and expand your professional network with programmers from different regions.
  • The author plans to release a full version of the library with more features and decoupling it from specific UI frameworks.
  • Engaging in open-source development can be an exciting experience and positive for personal and professional growth.
  • Those interested in open-source development should check out the guide provided in the article.

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How to Deploy a Web App with CI/CD Pipelines on Azure App Service

  • Azure App Service provides a fully managed platform for building, deploying, and scaling web applications.
  • By leveraging CI/CD pipelines with Azure DevOps, you can automate your build and release processes, ensuring faster and more reliable deployments.
  • The process involves setting up Azure App Service, configuring the local development environment, initializing a Github repository, and deploying the application using Azure DevOps.
  • By following these steps, you can set up an automated CI/CD pipeline for your web app, enabling efficient and reliable deployments on Azure App Service.

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