teleren/devto huggingface dataset:
Hey Siri! How Does AI Know So Much? The Hidden Workings of Artificial Intelligence
Tags: ai, machinelearning, chatgpt, data
Published: 2023-06-01 15:40:37

Ever wondered why Siri seems to know everything? Like that one time when you asked about the capital of Uzbekistan and she instantly replied with "Tashkent". Or when you were cooking and wanted to know how long to boil an egg, and she told you, "For a hard-boiled egg, it's about 9-12 minutes". Now, if you're like me, you might've wondered, "Is Siri secretly attending online classes while I'm sleeping?" Or, perhaps she's a contestant in a robotic "Jeopardy!" Well, let's dive into the hidden workings of artificial intelligence (AI) and find out!

**Hello, It's Me, AI!**

AI isn't some omnipotent entity with a direct line to the Information Gods. Instead, it's more like that overly enthusiastic student in class who always has their hand up, ready to answer every question. Only difference? AI uses something called "machine learning," where it learns from vast amounts of data fed into it. So, sorry to burst your bubble, but AI doesn't know your favorite pizza topping unless you've told it… or ordered from Dominos 37 times last month.

**The Heart of AI: Algorithms**

Algorithms are the secret sauce to AI’s success. Think of them as the "chefs" of AI, following a recipe to turn raw data into useful answers. You say "Hey Siri!", and it's the algorithm that says, "Let's help this person out and not play Despacito instead".

**Data, Data, Data!**

AI's not quite a gossip, but it sure does love data. The more data it has, the better it gets at making predictions. This is why after binge-watching cooking shows, your YouTube suddenly becomes a virtual sous chef, recommending the perfect risotto recipe. It's like having a personal assistant who insists on following you everywhere, taking notes. Handy, but a little creepy too.

**Deep Learning: How AI Got Its PhD**

Deep learning is the elite school of AI. It's like Harvard for algorithms. Through complex neural networks that mimic the human brain (but with less daydreaming about lunch), AI can understand speech, recognize images, and beat you at chess. And if you think that's impressive, remember that it does all this while not needing to take a bathroom break!

**So, Does AI Really Know Everything?**

In short, no. AI isn't a know-it-all. It doesn't create knowledge; it processes and applies it. So, Siri's not sneaking off to night school. She's just a very good listener with a PhD in data processing.

That's the skinny on AI! Now the next time Siri nails a question, you won't have to wonder if she's got a secret life as a trivia champ. Just remember, she’s like your tech-savvy grandma who’s surprisingly good at answering your questions—minus the cookies, of course.

Got any more AI questions? Don't hesitate to ask. But no, I won't tell you how to beat AI at chess. It's a touchy subject.
Inside MajorDom v1.0: Exploring the Architecture of a New Smart Home System
Tags: smarthome, development, raspberrypi, arduino
Published: 2023-06-01 15:11:37

[Original article](https://markparker.me/blog/inside-major-dom-v-1-0-exploring-the-architecture-of-a-new-smart-home-system)

In the previous article, I talked about the origin of the idea to create a new smart home. Now, I want to take a closer look at the architecture of the system.
MajorDom consists of several key components: devices, hub, cloud, bridge, mobile application, and voice assistant.
Devices play a crucial role in the system as they enable control over physical parts of the home. They communicate using radio modules and the "Merlin" protocol that receive commands from the hub, and transmit events back to it.
The hub is the central element of the system. It manages the devices and coordinates their operations. The hub holds the main database with information about users, home, rooms, and devices. Through a local HTTP server and WS server, the hub provides an API for interacting with the database and high-level controlling the devices.
The cloud is the server-side component and plays a vital role in user authentication. It stores the database of users, homes, hubs, and their access rights. Device models with a list of parameters and a firmware update system are also stored in the cloud.
The bridge is a WS server that provides communication between the hub and remote user over the internet. It enables sending commands and receiving information from the hub without being within the home's local network.
The system can have multiple bridges located in different places. Clients select the nearest or least loaded bridge to minimize communication delays.
One of the main features of the MajorDom is its fault tolerance. Despite the collapse of one or multiple bridges, the system perseveres and maintains its functionality. The remaining available bridges take on the tasks of the inactive bridges, ensuring uninterrupted data exchange between the hub and clients.
Even a complete loss of internet connection on the hub is not a problem. All the logic and command processing occur locally, ensuring independence from the internet connection and maintaining the ability to control devices within the local network. However, such scenarios are rare since the hub can be simultaneously connected via Wi-Fi and an Ethernet cable, and future support for cellular network will be added.
Smart home control is achieved through a mobile application that provides a user-friendly interface. However, in practice, the role of the mobile application often reduces to system configuration, while day-to-day device management is carried out using automatic scenarios and the voice assistant.
Like the hub, the voice assistant can work completely offline, ensuring security, privacy, and reliability of use.
Most importantly, now anyone, even those without programming experience, can install the MajorDom system. In the next article, I will share a detailed guide on how to do it.
URL rewrite in from Aspx to html in asp.net webforms
Tags: webdev, programming, productivity, aspdotnet
Published: 2023-06-01 15:04:43

In ASP.NET WebForms, you can achieve URL rewriting from ASPX to HTML by using the URL rewriting techniques provided by the ASP.NET framework. Here's a step-by-step guide on how to accomplish this:

Step 1: Install the URL Rewrite Module
Before you can start URL rewriting, make sure you have the URL Rewrite Module installed on your web server. If it's not installed, you can download and install it from the Microsoft IIS website.

Step 2: Add a rule to the web.config file
Open the web.config file of your ASP.NET WebForms application and add the following configuration within the `<system.webServer>` section:

```xml
<rewrite>
  <rules>
    <rule name="Rewrite ASPX to HTML">
      <match url="^(.*)\.html$" />
      <action type="Rewrite" url="{R:1}.aspx" />
    </rule>
  </rules>
</rewrite>
```

This rule specifies that any URL ending with ".html" will be rewritten to the corresponding ".aspx" page.

Step 3: Modify links in your ASPX pages
Since you're rewriting the URLs from ".aspx" to ".html," you need to update the links in your ASPX pages accordingly. Change the file extension in the links to ".html" instead of ".aspx."

For example, if you had a link like this:

```html
<a href="mypage.aspx">My Page</a>
```

Change it to:

```html
<a href="mypage.html">My Page</a>
```

Step 4: Test the URL rewriting
After making the necessary changes, publish your website and test the URL rewriting. When you access a URL ending with ".html," it should internally serve the corresponding ".aspx" page without changing the URL in the browser.

That's it! You have successfully implemented URL rewriting from ASPX to HTML in ASP.NET WebForms using the URL Rewrite Module. Remember to update your links whenever you add or rename pages in your application.
What are your tips for finding community?: CodeNewbie Podcast
Tags: podcast, codenewbie, career, beginners
Published: 2023-06-01 15:00:00

Yesterday on our podcast, [Africa Mincey](https://twitter.com/AfricaKenyah) discussed her transition from working as an occupational therapist to life as an accessibility engineer with our host, @saronyitbarek! 

Africa Mincey is a Software Engineer and accessibility specialist specializing in: human-centered full-stack web development, assistive technology and web accessibility, technical writing, content creation, and community building. She uses web development tools to create dynamic and responsive web applications using HTML, CSS, JavaScript, express, mongoDB, and node.JS.

If you didn't get a chance to listen already, find that episode below or wherever you get your podcasts:

{% embed https://dev.to/codenewbieteam/from-occupational-therapy-to-code-codenewbie-podcast-s24e4-50ii %}

---

## Here are some things we took away from the episode that we wanted to share with y'all!


1. You do not have to be good at math to be good at coding!

2. Don’t look for a mentor, look for a community. A community can help answer more questions and provide more varied support than just one person! Also, having a group of folks with a common goal, like learning to program, can help you meet your goals faster while bonding more. 

3. Before reaching out to someone for the sake of networking, make sure to do your homework! Read up about things that you are curious about so you can ask more succinct and meaningful questions.

4. We all need to be taking stretch breaks at least every hour during work!

    a. Stretching throughout your workday can help mitigate pain.

    b. Using a standing desk, or modifying your work setup so you can work while standing can also help you release tension throughout the day. 

    c. In general, try to refrain from allowing your body the opportunity to tense up in certain positions, as it may cause issues in your mobility later in life.

---

If you listened— what are your tips for finding community, taking breaks, or having coffee chats?

Send us your thoughts below and don't forget to give it a listen here or wherever you listen to your podcasts! 💜
URL Rewrite in Asp.net Web Forms
Tags: webdev, programming, opensource, aspdotnet
Published: 2023-06-01 14:50:56

In ASP.NET Web Forms, you can use URL rewriting techniques to change the appearance of your website's URLs. URL rewriting allows you to present user-friendly and search engine-friendly URLs that are more meaningful and descriptive.

Here's how you can perform URL rewriting in ASP.NET Web Forms:

1. Enable URL rewriting: In your web.config file, make sure the `<system.webServer>` section includes the following configuration to enable URL rewriting using the IIS Rewrite module:

```xml
<system.webServer>
  <rewrite>
    <rules>
      <rule name="Rewrite to friendly URL">
        <match url="^([a-zA-Z0-9]+)/?$" /> <!-- Regular expression to match the friendly URL pattern -->
        <action type="Rewrite" url="Page.aspx?id={R:1}" /> <!-- Rewrite the URL to the desired format -->
      </rule>
    </rules>
  </rewrite>
</system.webServer>
```

2. Define the URL rewriting logic: In your ASP.NET Web Forms code-behind or in a separate class, handle the rewritten URL and extract the necessary information to determine which page or content to display. You can access the rewritten URL parameters using `Request.QueryString`.

```csharp
protected void Page_Load(object sender, EventArgs e)
{
    string id = Request.QueryString["id"];
    // Use the extracted ID to retrieve the relevant content and populate the page
}
```

3. Generate and link to the friendly URLs: When generating links within your application, use the desired friendly URL format instead of the actual page name or query string parameter. For example:

```html
<a href="Products/123">View Product</a>
```

4. Handle the rewritten URL on the server: In the `Page_Load` event or another appropriate event handler, parse the rewritten URL and process it accordingly to display the correct content on the page.

It's worth noting that URL rewriting can be more complex depending on your specific requirements. You may need to adjust the regular expression pattern and the logic to handle different URL structures or route to different pages. Additionally, you can also consider using a URL rewriting library or framework, such as ASP.NET Routing or third-party solutions, to simplify the implementation and provide more advanced routing capabilities.

Remember to test your URL rewriting implementation thoroughly to ensure that the rewritten URLs work as expected and that they don't introduce any issues with your application's functionality.
URL Rewrite in Asp.net MVC
Tags: webdev, programming, opensource, aspdotnet
Published: 2023-06-01 14:49:01

In ASP.NET MVC, URL rewriting can be achieved using the `UrlRewrite` module provided by IIS (Internet Information Services) or by implementing custom route handlers within the MVC framework. I'll provide an overview of both approaches.

1. URL Rewriting with IIS UrlRewrite module:
   The IIS UrlRewrite module allows you to define rules for rewriting URLs at the server level. Here's how you can use it with ASP.NET MVC:

   Step 1: Install the UrlRewrite module (if not already installed) on your server.
   Step 2: Create a file named "web.config" in the root directory of your ASP.NET MVC application (if it doesn't exist).
   Step 3: Add the following configuration inside the `<system.webServer>` section of the web.config file:

   ```xml
   <rewrite>
     <rules>
       <rule name="Rewrite to Controller/Action">
         <match url="^some-pattern$" /> <!-- Specify the pattern you want to rewrite -->
         <action type="Rewrite" url="ControllerName/ActionName" /> <!-- Specify the target controller and action -->
       </rule>
     </rules>
   </rewrite>
   ```

   Step 4: Save the web.config file, and IIS will now handle the URL rewriting based on the defined rules.

   This approach allows you to define various rewrite rules using regular expressions to match specific patterns and redirect them to the desired controller and action.

2. Custom Route Handlers in MVC:
   In ASP.NET MVC, you can also handle URL rewriting within the MVC framework by creating custom route handlers. This approach provides more flexibility and control over URL rewriting. Here's an example:

   Step 1: Open the `RouteConfig.cs` file located in the `App_Start` folder of your MVC application.
   Step 2: Inside the `RegisterRoutes` method, add a custom route that handles the rewriting:

   ```csharp
   routes.Add(new Route("some-pattern", new MvcRouteHandler())
   {
       Defaults = new RouteValueDictionary(new { controller = "ControllerName", action = "ActionName" })
   });
   ```

   Step 3: Replace `"some-pattern"` with the actual URL pattern you want to rewrite.
   Step 4: Replace `"ControllerName"` and `"ActionName"` with the target controller and action respectively.

   With this approach, whenever a request matches the specified pattern, it will be internally routed to the specified controller and action, without changing the URL in the browser.

Both approaches have their own advantages and are suitable for different scenarios. Choose the one that best fits your requirements.
Is there an equivalent to SLIM in Vue.js?
Tags: frontend, javascript, html, vue
Published: 2023-06-01 14:48:21

Hello!

I used to work as front integrator on ruby apps. Using .slim was a revelation, saving lot of time, avoiding the boring and useless HTML closing tags, improving readability...

I'm going to work on a Vue.js based framework (Nuxt, Gatsby or Gridsome, it will depend on the need of complex features).

However, my team and me are absolutely unable to find and config any HTML preprocessor that works like SLIM for Vue.js templates.

Any of you has an idea or a suggestion?

Many thanks for your help and sory for my bad English :angel

-Bohns
URL Rewrite in Asp.net Core MVC
Tags: webdev, programming, aspdotnet, opensource
Published: 2023-06-01 14:47:26

In ASP.NET Core MVC, URL rewriting can be achieved using the URL Rewriting Middleware. The middleware allows you to modify or rewrite incoming request URLs before they are processed by the routing system. Here's how you can perform URL rewriting in ASP.NET Core MVC:

1. Install the `Microsoft.AspNetCore.Rewrite` NuGet package to your project.

2. Open the `Startup.cs` file in your ASP.NET Core MVC project.

3. In the `ConfigureServices` method, add the following code to register the URL Rewriting Middleware:

```csharp
using Microsoft.AspNetCore.Rewrite;

// ...

public void ConfigureServices(IServiceCollection services)
{
    // ...

    services.AddRouting();

    // ...
}
```

4. In the `Configure` method, add the following code to enable URL rewriting:

```csharp
public void Configure(IApplicationBuilder app, IHostingEnvironment env)
{
    // ...

    app.UseRouting();

    // Add the URL Rewriting Middleware
    app.UseRewriter(new RewriteOptions()
        .AddRedirect("old-url", "new-url") // Redirect a specific URL
        .AddRewrite("pattern", "replacement", skipRemainingRules: true) // Rewrite a specific URL pattern
    );

    // ...

    app.UseEndpoints(endpoints =>
    {
        endpoints.MapControllerRoute(
            name: "default",
            pattern: "{controller=Home}/{action=Index}/{id?}"
        );
    });
}
```

5. In the `AddRedirect` method, specify the `old-url` and `new-url` parameters to redirect requests from the old URL to the new URL. You can also use the `AddRewrite` method to rewrite URLs based on a pattern and provide a replacement URL.

6. You can add multiple `AddRedirect` and `AddRewrite` rules to handle different URL rewriting scenarios.

7. Save the changes and run your ASP.NET Core MVC application. The specified URL rewriting rules will be applied to incoming requests.

Note: Make sure to define the URL rewriting middleware before the routing middleware (`app.UseRouting()`) to ensure that the rewritten URLs are processed correctly.

This is a basic example to get you started with URL rewriting in ASP.NET Core MVC. You can refer to the official Microsoft documentation for more advanced scenarios and options available with the URL Rewriting Middleware: https://docs.microsoft.com/en-us/aspnet/core/fundamentals/url-rewriting
Git WorkFlow
Published: 2023-06-01 14:47:02

Git is the most commonly used version control system today. A Git workflow is recommendation for how to use Git to accomplish work in a consistent and productive manner. Git workflows encourage developers and DevOps teams to leverage Git effectively and consistently. Git offers a lot of flexibility in how users manage changes. Given Git's focus on flexibility, there is no standardized process on how to interact with Git.

**Working of Git Flow**

 **Develop and Master Branches**
Instead of a single master branch, Git Flow uses two branches to record the history of the project. It is based on two main branches with infinite lifetime namely master and develop.

**Master Branch:** The master branch contains the production code and stores the official release history.

**Develop Branch:** The develop branch contains pre-production code and serves as an integration branch for features.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/70h1i4m2xlv1z5qnnr3d.png)

**Feature Branch**

Each new feature should reside in its branch, which can be pushed to the central repository for backup/collaboration. Feature branches use the latest develop as their parent branch. When a feature is complete, it gets merged back into develop. Features should never interact directly with the master branch.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/8updtzmr2afsq3fvjgcc.png)


**Release Branch**


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/klb8h810t1j9pmm439ti.png)


**Hotfix Branch**
Maintenance or “hotfix” branches are used to quickly patch production releases. Hotfix branches are necessary to act immediately upon an undesired status of master. Hotfix branches are a lot like release branches and feature branches except they’re based on master instead of develop. This is the only branch that should fork directly off of master. As soon as the fix is complete, it should be merged into both master and develop (or the current release branch), and the master branch should be tagged with an updated version number.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nuyb3cgcrwblfgshwdgr.png)


**Advantages of Git Flow**

 

1. Now let’s talk summarize the major advantages provided by Git flow:
2.  Ensures a clean state of branches at any given moment in the life cycle of a project
3.  The naming convention of branches follows a systematic pattern making it easier to comprehend
4.  Has extensions and support on most used git tools
5.  Ideal in case of maintaining multiple versions in production
6.  Great for a release-based software workflow.
7.  Offers a dedicated channel for hotfixes to production.

**Disadvantages of Git Flow**

1. Well nothing is ideal, so Git Flow holds some disadvantage as well like: 
2.  Git history becomes unreadable
3. The master/develop branch split is considered redundant and makes the Continuous Delivery/Integration harder
4. Not recommended in case of maintaining a single version in production
URL Rewrite In Asp.net Core Web API
Tags: webdev, programming, opensource, aspdotnet
Published: 2023-06-01 14:44:58

In ASP.NET Core Web API, URL rewriting can be achieved using the `Microsoft.AspNetCore.Rewrite` middleware. This middleware allows you to modify the request URL based on predefined rules. Here's how you can perform URL rewriting in ASP.NET Core Web API:

1. First, install the `Microsoft.AspNetCore.Rewrite` package from NuGet. You can do this by running the following command in the Package Manager Console:

   ```
   Install-Package Microsoft.AspNetCore.Rewrite
   ```

2. In your `Startup.cs` file, add the following code to the `Configure` method:

   ```csharp
   using Microsoft.AspNetCore.Rewrite;

   public void Configure(IApplicationBuilder app, IWebHostEnvironment env)
   {
       // Other middleware configurations...

       // URL rewriting
       var options = new RewriteOptions();
       options.AddRedirect("^api/oldendpoint$", "api/newendpoint");
       app.UseRewriter(options);

       // Other middleware configurations...
   }
   ```

   In this example, the code is adding a redirect rule that will redirect requests from `/api/oldendpoint` to `/api/newendpoint`.

   You can define more complex rules using regular expressions or create custom rewrite rules using `RewriteRule` or `RewriteContext`.

3. Save the changes and run your ASP.NET Core Web API application. The URL rewriting will now be in effect, and requests to the old endpoint will be redirected to the new endpoint.

Please note that URL rewriting should be used with caution as it can affect the overall behavior of your API. It's recommended to thoroughly test your rules and consider the impact on client applications and SEO.