teleren/devto huggingface dataset:
Anthropic's AI, Claude, Outperforms ChatGPT
Tags: ai, chatgpt, gpt4, news
Published: 2023-05-20 10:58:31

Anthropic's Chatbot, Claude, Outperforms ChatGPT in Reading Capacity

Anthropic, the startup founded by former OpenAI engineers, has made a significant breakthrough in the field of Artificial Intelligence (AI) with its chatbot, Claude. This bot has surprised the tech community with its ability to "read" an entire novel in less than a minute, an achievement that surpasses OpenAI's acclaimed ChatGPT.

Anthropic has gained the attention of tech giants such as Google, which has invested $400 million in the startup. Claude's prowess lies in its ability to absorb and process large amounts of information in each query, a crucial aspect in conversational AI models. The unit of measurement for this information is known as a token, which can be a word or a small group of words.

For comparison, OpenAI's GPT-3 and ChatGPT can handle up to 4K tokens, and GPT-4, also from OpenAI, has a limit of 8K tokens, with an enhanced version that can go up to 32K. However, Anthropic's Claude has broken all records by increasing his "context window" to 100K tokens.

This increase means that Claude can enter some 75,000 words at a single prompt. In practical terms, this means that Claude can "read" an entire novel in seconds and then answer any question related to that novel. By comparison, with ChatGPT we would have to enter the novel in small fragments and then put them all together to ask questions, a much more complex process.

This breakthrough is not only amazing, but also useful for companies. Companies can use Claude to process lengthy documents of tens or even hundreds of pages, and then run all kinds of queries. Claude can summarize these documents, extract tables and conclusions, or generate ideas from them, essentially acting as a robotic analyst or consultant.

In addition to text, Claude can also process audio, thanks to its 100K token context window. It can "consume" a podcast of up to six hours, as AssemblyAI demonstrated when it transcribed a long podcast episode that resulted in 58K words and which Claude then accurately summarized.

Finally, this reading ability also benefits developers, as they can give Claude an entire software project or a 240-page API documentation and then ask questions about it.

All in all, Anthropic and its chatbot Claude have set a new standard in the world of chatbots, raising the bar in terms of information processing and understanding capabilities.

It would be nice to try Claude, but to have access you need to ask for permission, as it was necessary for GPT3 or Chatgpt at the beginning, however there are ways to try it for free without waiting lists or asking for permission through third party sites that offer it, [here](https://makiai.com/en/how-to-use-anthropic-claude/) are some ways to try it.

In short, whoever thought that OpenAI was going to have a free way to obtain a worldwide monopoly on AI was wrong, dozens of companies are in the race, and now we have Claude, the best AI in the field of natural language along with those of Google and OpenAI.
Laravel And Polymorphism(DB Example)
Tags: webdev, oop, database, laravel
Published: 2023-05-20 10:36:51

Long article, but it will benefit you if you're interested in improving your database design skills.

Polymorphism is one of the most important topics in OOP.

So, what is the morph relation in Laravel?

But how can we apply this concept to our database design in our project?

Simply, as a simple example of polymorphism, you create a class called "Shape" that has a function named "draw."

And two classes:

"Circle" extends "Shape"

"Square" extends "Shape"

In both cases, we override the "draw" function.

$a = new Circle();

$b = new Square();

$a.draw(); // It will draw a circle.

$b.draw(); // It will draw a square.

Now, how can we apply this to our database design?

In Laravel, for example, if you look at the documentation, you will find a type of relationship called "morph."

Simply, in a simple example from Laravel, we have multiple tables that contain images. Instead of creating an "image" column in each table, we create a "morphs" table for images.

So, how does it work?

php

Schema::create('media', function (Blueprint $table) { $table->text('image'); $table->morphs('imageable'); }); 

The "imageable" column will create two columns in the database: "imageable_id" and "imageable_type." The first column stores the ID of the related model, and the second column stores the class name.

This is how the relationship looks in the models for the entities we want to associate with images:

public function media() { return $this->morphMany(Media::class, 'imageable'); } 

And this is how we store it:

$media->imageable_id = $ModelObject->id; $media->imageable_type = get_class($ModelObject); 

That's it!
PostgreSQL window functions crash course
Tags: sql, database, postgres, dataanalysis
Published: 2024-06-19 20:29:10

---
title: PostgreSQL window functions crash course
published: true
date: 2023-05-20 10:24:50 UTC
tags: SQL,Databases,PostgreSQL,Dataanalysis
canonical_url: https://blog.gkomninos.com/postgresql-window-functions-crash-course
---

Discover the power of PostgreSQL window functions with this beginner-friendly guide. Learn to analyze data with real-world examples and easy steps.
🌟 Awesome Web tools! 🚀
Tags: webtools, techgoodies, productivitytools, productivity
Published: 2023-05-20 10:19:43

- [Damn Good Tools](https://damngood.tools/) Easy-to-use, fun productivity tools - free & open-source
- 🎨 [Draw.io](https://app.diagrams.net/) Create stunning diagrams effortlessly 📊
- 📷 [Code to Image Converter](https://codebeautify.org/code-to-image-converter) Transform your code snippets into eye-catching visuals 🖼️
- 🌐 [Wormhole](https://wormhole.app/) Share files and collaborate seamlessly 🔄
- 🔍 [Diffchecker](https://www.diffchecker.com/text-compare/) Compare text differences like a pro ↔️
- 👻 [Remove.bg](https://www.remove.bg/upload) Remove backgrounds from images in a snap 🖼️
- 🦸 [JsonHero](https://jsonhero.io/) Tame complex JSON structures with ease 🗂️
- 🧜 [Mermaid](https://mermaid.live/) Create beautiful diagrams and flowcharts effortlessly 🌊
- 💬 [OpenAI Chat](https://chat.openai.com/) Have interactive conversations with an AI assistant 💬
- ✨ [HTML Washer](https://www.htmlwasher.com/) Clean up your HTML code for better readability 🧹
- 🐘 [PHPDocker.io](https://phpdocker.io/) Generate PHP development environments using Docker containers 🐳

Boost your productivity and unleash your creativity with these amazing tools! 🚀💪
AWS Cloud resume Challenge
Tags: aws, cloud, terraform, challenge
Published: 2023-05-20 10:04:29

**During my Cloud Resume Challenge experience, I had the opportunity to showcase my skills and learn more about cloud technologies. Here's a breakdown of my journey:**

**1.** To begin, I leveraged my previous GCP cloud resume challenge website and made necessary edits to align it with the requirements of the AWS resume site.

**2.** I utilized Amazon S3 to upload my website's content, storing all the necessary files and assets securely in the cloud. To ensure a secure connection for my domain, I employed CloudFront and ACM (Amazon Certificate Manager) to create and manage an SSL certificate.

**3.** Implementing a visitor count feature was an essential part of my resume site. To achieve this, I employed AWS Lambda with Python and utilized API Gateway to create an API endpoint. The visitor data was then stored in DynamoDB, enabling me to track and analyze the number of visitors to my site.

**4.** Automation played a crucial role in my project, and I utilized GitHub Actions and Terraform to streamline the deployment process. I separated the backend and frontend automation, allowing for better management and scalability of my infrastructure.

**5.** As I progressed through the challenge, I recognized the need to learn and implement CloudFront and ACM for my custom domain. While I'm still in the process of acquiring the necessary knowledge, I am actively exploring these technologies to complete my project and enhance the functionality of my resume site.

**Overall, the Cloud Resume Challenge provided an excellent opportunity for me to showcase my cloud skills and gain hands-on experience with various AWS services. I encountered real-world challenges, such as implementing SSL certificates, visitor count functionality, and infrastructure automation. Through continuous learning and practical application, I am confident in completing the final steps of my project and further refining my cloud expertise.**

to visit [**Click Here**](https://aws.spshan.com)
ORACLE APEX 20.1 INSTALLATION WITHOUT ORDS
Tags: oracle, apex
Published: 2023-05-20 09:32:19

PRE-REQUISITES: 
- ORACLE DATABASE 12C OR ABOVE INSTALLED
- JDK 8 OR ABOVE INSTALLED

STEPS TO FOLLOW:
- UNZIP APEX_20.1.ZIP FILE(USE ANY DRIVE IN MY CASE DRIVE E:)
START CMD AND EXECUTE:
- CD E:\APEX20.1\APEX(THE LOCATION WHERE THE ACUTAL FOLDERS ARE RESIDING)
- CREATE TABLESPACE APEX DATAFILE SIZE 150M AUTOEXTEND ON NEXT 1M;
SQLPLUS SYS/PASS AS SYSDBA
- @apexins.sql APEX APEX TEMP /i/
- @apxchpwd.sql
- @apex_rest_config.sql Oracle_123 Oracle_123
- @apex_epg_config.sql E:\APEX_20.1\APEX
- ALTER USER ANONYMOUS IDENTIFIED BY Oracle_123 ACCOUNT UNLOCK;
- EXEC DMBS.sethttpport(8080);
TO CHECK THE PORT HAS BEEN SET:
- SELECT DBMS.gethttpport FROM DUAL;
NOW GO TO THE BROWSER AND TYPE:
- LOCALHOST:8080/APEX

USING THIS TUTORIAL IF ANY CONFUSION:
**https://www.youtube.com/watch?v=Uy_ClR6MNY8**
Need help with design architecture for markdown editor application
Tags: webdev, javascript, architecture, node
Published: 2023-05-20 09:23:31

Hi, I am creating a markdown editor using electron react Js and Nest js. So now I need to implement the not saving process as you know this is a mark don’t editor and I do not want to make back request every time a user change they are not or for example in on change event yeah I need to handle that so what is the best way to handle this in production environment imagine this is a production and application and user can create the account and I need to sync their notes because this application comes with cross-platform so that’s mean when user login to one device and then log out and login another device in another os they need to see they are notes.

So I do some research I can use index DB or any other local database to store data after making HTTP request to my backend the problem is I mean it’s okay but is it good practice to store data in index DB means Is I mean as I understand index DB just act like local storage in the browser so is it good practice because imagine the user I mean the one use I have a large amount of notes I mean the old Norse is going to be stored in the local storage or index DB so is it a good practice or how I can manage that I mean the synchronous process we will because I need to sing the user’s data and I cannot make backend request for everyone change .com

if anyone knows about how I manage my architect on my application now is there any better way to release please let me know I need to do research because I need to work on that thank you very much.
Result Summary Component | Frontend Mentor
Tags: webdev, html, css, beginners
Published: 2023-05-20 08:57:42


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ev613lcm1i3zvv23uize.JPG)

This was a challenging challenge. The most tricky one that I've done so far of the Frontend Mentor challenges. I started by identifying which elements would share the same property in order for me to write cleaner and more efficient code. Then worked my way from left to write, focusing on the elements first on the left container and then working on the elements within the right container. Small issues and challenges came up but were easily solvable. Once I got the summary container is where I faced my first real challenge. Although the styling was pretty straightforward, working out the HTML was a bit confusing as I struggled to figure out what was the best way to make it manageable.

The next challenge I faced was being able to make it responsive which took a bit of tweaking but managed to solve it quite simply with a change of a few properties.

Overall this was a fun and challenging task of which I enjoyed working through.
Hoisting Isn't Even Real
Tags: javascript, webdev, programming
Published: 2023-05-20 08:51:29

One of the most famous interview topics - HOISTING, isn't even real.

Yes, you heard that right.

The word '**hoist**' wasn't even used in the official ECMAScript specifications until the year ***2015***. It was first mentioned in the **ECMAScript 6** specification, which was published in June of that year.

## DEFINITION

If you search on Google, this is what you get

`JavaScript Hoisting refers to the process whereby the interpreter appears to move the declaration of functions, variables or classes to the top of their scope, before the execution of the code. Hoisting is not a term normatively defined in the ECMAScript specification.`

Please refer to it [here](https://developer.mozilla.org/en-US/docs/Glossary/Hoisting#:~:text=JavaScript%20Hoisting%20refers%20to%20the,defined%20in%20the%20ECMAScript%20specification).

And even there they've correctly mentioned that `Hoisting is not a term normatively defined in the ECMAScript specification.`

## MISINFORMATION

```javascript
shinobi;
sensei;
var shinobi = 'naruto';    // line 3
var sensei = 'kakashi';    // line 4
```

So, based on the definition of hoisting, JS should be able to anticipate all variable declarations, as seen in lines 3 and 4, regardless of their position within the scope and move them to the top of the scope before the code execution begins.

Something like this:

```javascript
// before execution
var shinobi;
var sensei;

shinobi;
sensei;
shinobi = 'naruto';
sensei = 'kakashi';
```

Which is not what happens.

JavaScript doesn't move things around the way we might expect it to. Because how would it magically be able to look ahead & find only the declarations in the very first pass?

To be able to do that, you would need to perform complex processing on later tokens in the code block until reaching its end. And theoretically extract any declarations if any are encountered and move them to the top. And guess what that magical processing's called - **PARSING!**

So, Hoisting is just a shorthand, a convenient explanation to describe this magical behavior without getting into the nitty-gritty details.

## REASON

All this misunderstanding occurs because JS execution is a 2-pass process i.e. parsing/compilation & execution. But people tend to think of JS execution as one pass process rather than two.

If you think of it as 2 passes. You can easily explain this magical behavior with the help of ***Lexical Scope.***

Unfortunately, I can't cover it now because of the vastness of the topic but you may refer [this](https://github.com/getify/You-Dont-Know-JS/blob/2nd-ed/scope-closures/ch2.md) as the best resource.
Solving Palindrome Check with JavaScript
Tags: codenewbie, javascript, webdev, algorithms
Published: 2023-05-20 08:38:03

### Introduction:

Palindromes are fascinating word or number sequences that read the same forwards and backward. When it comes to programming, checking whether a given string is a palindrome or not is a common problem.

We'll
1. discuss the problem,
2. outline an approach,
3. present a step-by-step solution, and provide example code using JavaScript.

### Understanding the Problem:

Given a string, we need to determine whether it is a palindrome or not. A palindrome is a string that remains the same when its characters are reversed.

### My approach for solving this problem:

**_Step 1_**: Remove non-alphanumeric characters
The first step is to clean the input string by removing any non-alphanumeric characters. We can achieve this by using a regular expression and the replace() method. The regular expression /[^a-z0-9]/g matches any character that is not a letter or a digit. We replace these characters with an empty string to obtain a clean version of the input string.

**_Step 2_**: Reverse the cleaned string
Next, we split the cleaned string into an array of individual characters using the split() method. We then reverse the order of the characters in the array using the reverse() method. Finally, we join the reversed characters back into a string using the join() method.

**_Step 3_**: Compare the cleaned string with the reversed string
In the final step, we compare the cleaned string obtained in Step 1 with the reversed string obtained in Step 2. If both strings are equal, it means the original input string is a palindrome. Otherwise, it is not.

### My solution:

```js
function palindrome(str) {
  const regex = /[^a-z0-9]/g;
  const cleanStr = str.toLowerCase().replace(regex, "");
  const reverseStr = cleanStr.split("").reverse().join("");
  const isPalindrome = cleanStr === reverseStr;

  return isPalindrome;
}

palindrome("My age is 0, 0 si ega ym.");
```

>  _If you have any questions or feedback, please feel free to share them in the comments. Thanks for being here!_

### About the Author:

[Muhammad Awd](https://www.linkedin.com/in/muhmmadawd) is a passionate JavaScript developer with expertise in problem-solving and web development. He has a strong track record of delivering high-quality projects and enjoys tackling challenging coding puzzles. You can explore more of Muhammad's work and connect with him on his [LinkedIn](https://www.linkedin.com/in/muhmmadawd) and [GitHub](https://github.com/MuhmmadAwd).

### Get in Touch:
If you have any JavaScript development opportunities, project collaborations, or would like to discuss any tech-related topics, feel free to reach out at [muhmmad.awd@gmail.com](mailto:muhmmad.awd@gmail.com). looks forward to hearing from you and exploring potential collaborations.
Microsoft Teams And Cypress Integration
Tags: testing, microsoft365, microsoft, automation
Published: 2023-05-20 08:36:35

Here is Cypress latest feature...
Cypress and Microsoft Teams integration! 🎉 🎉

HERE IS THE [LINK](https://qaautomationlabs.com/cypress-microsoft-teams-integration/)

Benefits 

1.Microsoft Teams integration with Cypress improved visibility into the testing process.
2.Test run notifications and updates can be automatically sent to relevant team members.
3.Keeping everyone informed about the progress and status of the tests.
Get MBA Assignment Help from Professional Experts UK
Tags: assignment, assignmenthelpuk, assignmentwritingservices, mbaassignmenthelp
Published: 2023-05-20 08:20:15

Need MBA assignment help in the UK? Treat Assignment Help offers the best **[MBA Assignment writing services](https://www.treatassignmenthelp.co.uk/service/mba-assignment-help)** online by 3000+ writers. Secure A+ Grades, Fast Delivery.
The The Difference Between <script></script> And <script src=""></script> in HTML
Tags: javascript, webdev, beginners, html
Published: 2023-05-20 08:16:20

In HTML, the `<script>` element is used to include client-side JavaScript code in a web page. The way you include the script can affect when and how the script is executed, which can have implications for the page's behavior and performance. Let's compare the two methods mentioned:

## 1. `<script>` element
When you use the `<script>` element with a `src` attribute, it allows you to reference an external JavaScript file and include it in your HTML document. The syntax for this is as follows:

```html
<script src="path/to/your/script.js"></script>
```

With this method, the browser will make a separate request to fetch the external script file from the provided path. Once the script is downloaded and executed, it can manipulate the page's DOM, handle events, and perform other actions as needed.

### Benefits:
- Separation of concerns: You can keep your JavaScript code in separate files, making it easier to manage and maintain.
- Caching: Browsers can cache external script files, which means that if multiple pages use the same script, it will be fetched only once, improving loading times for subsequent pages.

## 2. Inline `<script>`
You can also include JavaScript directly within your HTML file using the inline `<script>` element without the `src` attribute. Here's an example:

```html
<script>
  // Your JavaScript code goes here
</script>
```

With inline scripts, the JavaScript code is executed when the browser encounters it during parsing. This means that the script will be executed immediately, potentially before the whole page is loaded.

### Benefits:
- Simplicity: For small scripts, you may choose to include the code directly in the HTML to keep things simple.
- Access to HTML elements: Since the script is part of the HTML file, it can easily access and manipulate DOM elements defined earlier in the page.

## Differences:

1. **Location**: The primary difference is that `<script>` with a `src` attribute references an external file, while an inline `<script>` contains the JavaScript code directly within the HTML file.

2. **Timing**: External scripts are loaded asynchronously, which means that the browser can continue parsing and rendering the page while the script is being fetched. On the other hand, inline scripts are executed synchronously, potentially delaying the page rendering until the script is fully executed.

In general, it's recommended to use the `<script>` with the `src` attribute for most scenarios. This promotes code reusability, maintainability, and better performance due to browser caching. However, inline scripts might still be useful for small, isolated snippets of code or situations where dynamic content requires immediate execution.
mongo-strict, smart MongoDB ORM for Node JS
Tags: node, mongodb, orm
Published: 2023-05-20 07:01:50

[](url)Mongo Strict is a TypeScript-based smart MongoDB ORM that makes the usage of MongoDB safer, easier, and faster, with improved performance.

Mongo-strict provides the safety of SQL databases while retaining the flexibility and ease of use of MongoDB.


![mongo-strict mongodb ORM for Nodejs](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/yblepkjqy2i94korn5nd.png)


"Mongo-strict" allows you to define and enforce strict schemas for MongoDB collections, ensuring data validity and consistency. It utilizes the class-validator library in the background to define entity data types and validate the data.

The "mongo-strict" package offers the following features:

- Defining entity data types and ensuring data validity (utilizing class-validator in the background).
- Defining relations between data.
- Adding default values for any field.
- Marking fields as required.
- Fetching related data using reference keys without complex lookups.
- Improving app performance by implementing best practices in the background.
- Enhancing code quality.
- Caching queries for improved performance.

Mongo-strict has undergone thorough testing in real production environments with complex projects.

Try it now and share your feedback: [mongo-strict](https://www.npmjs.com/package/mongo-strict)