teleren/devto huggingface dataset:
Why do we do open source?
Tags: opensource, community, motivation, productivity
Published: 2023-11-15 02:18:26

> _Discover the quiet force that drives passionate coders_

In a world brimming with deadlines and deliverables, what if we paused to ask, "What truly motivates us?" Dan Pink's "Drive" offers a thought-provoking answer: motivation flourishes from within. It's a blend of Autonomy, Mastery, and Purpose that Pink suggests fuels our deepest engagements, especially true in the open-source universe.

### Autonomy: Your Code, Your Rules

Imagine the freedom to pick projects that pique your curiosity, to experiment and learn at your own pace. Autonomy in coding isn't about going solo; it's about finding your rhythm in the collaborative dance of development. It's a subtle invitation to make your mark, in a way that's uniquely yours.

### Mastery: The Joyful Challenge

Mastery is not a destination but a path — one of constant learning and evolution. Open source is a celebration of this journey, where each bug fixed and feature added is a step toward greater skill. It's about the small triumphs and the shared struggles, the kind of growth that feels remarkably human.

### Purpose: Coding Together for Something Bigger

And then there's Purpose. It's the whisper that urges us to look beyond our screens, to the community we're building and the lives we're touching with our code. It's finding meaning in contribution, however small, and knowing that together, we're crafting tools and technologies for a brighter tomorrow.

## A Soft Invitation to Contribute

These elements of intrinsic motivation aren't loud or demanding. They're the gentle nudge that draws us back to our passion projects, time and again. In the open-source community, this quiet force is what brings us together, creating spaces where ideas flourish and contributions of all sizes are celebrated.

### An open canvas for your code: WebCrumbs

As you contemplate where your coding journey might lead next, consider a project like WebCrumbs. It's a place where your intrinsic motivations can find a home, where the autonomy to experiment, the quest for mastery, and the purpose of collective progress are interwoven into its very fabric.

Wouldn't it be rewarding to see your personal touch on a platform that's set to simplify web development? WebCrumbs might just be the canvas you've been looking for.

Well done on exploring the softer side of motivation! If this conversation has sparked a curiosity in you, why not let it guide you to a place where your contributions are not just valued, but vital.

{% cta github.com/webcrumbs-community/webcrumbs %}
Explore how you can contribute to WebCrumbs {% endcta %}
CRUD
Tags: programming, webdev, data, softwaredevelopment
Published: 2023-11-15 02:00:49




## In the world of Software development, CRUD operations serve as the cornerstone for managing and manipulating data within applications.

CRUD is an acronym representing:
- (C) Create
- (R) Read
- (U) Update
- (D) Delete

Create:
The CREATE operation is pivotal in data management, involving the addition of new entries or data objects to a storage system. As the inaugural step in the CRUD model, it bears the responsibility of inserting fresh data into the system, expanding the reservoir of information

Read:
Positioned as the second element in the CRUD model, the READ operation is indispensable for retrieving and displaying data from the storage system. This operation serves as the gateway, allowing users or applications to seamlessly access and peruse existing data, providing insights and information on demand. 🔍

Update 🔄:
The UPDATE operation, constituting the third component of the CRUD framework, is charged with the task of modifying or updating existing data within the storage system. It serves as the conduit for changes to the stored information, ensuring that the data remains dynamic and reflective of real-time updates.

Delete 🗑️:
The DELETE operation, concluding the CRUD framework, holds the responsibility of expunging data from the storage system. This operation involves the judicious elimination of data that has become obsolete or is no longer pertinent, maintaining the integrity and relevance of the stored information.

These foundational operations constitute the backbone of virtually all applications interacting with databases or data storage systems. In the context of an e-commerce application, users initiate the "Create" operation to seamlessly introduce new products to their online store. The subsequent "Read" operation facilitates the retrieval and display of product information. In instances where the store owner necessitates alterations to product details or prices, the "Update" operation seamlessly comes into play. Finally, when a product reaches the end of its lifecycle or requires removal, the "Delete" operation is employed.

The implementation of CRUD operations empowers software developers to craft a comprehensive and intuitive user experience, facilitating seamless interaction with fundamental data. The execution of CRUD operations exhibits variability contingent on the chosen technology stack, whether utilizing SQL databases, NoSQL databases, or RESTful API interfaces. 💻

`👉 CRUD operations stand as fundamental pillars in the domain of software development. Whether constructing straightforward web or mobile applications or intricate enterprise systems, a profound understanding of CRUD operations is imperative for efficacious data handling and system functionality.`

> 👨‍💻 For more Dev Content Connect & Follow : **_[KARIM](https://www.linkedin.com/pulse/crud-abdelkarim-elaissaouy-c1zje/)_**

#crud #softwaredevelopment #developertools #developer #coding #web #karimelaissaouy #create #read #update #delete #systemadministration #management #Data #SystemFunctionality #CRUDFundamentals #tools
React application leveraging OpenAI's GPT-4 Vision API for image content analysis and description
Tags: chatgpt, apps
Published: 2023-11-15 12:21:34

---
title: React application leveraging OpenAI's GPT-4 Vision API for image content analysis and description
published: true
date: 2023-11-15 00:09:00 UTC
tags: ChatGPT,Apps
canonical_url: https://reactjsexample.com/react-application-leveraging-openais-gpt-4-vision-api-for-image-content-analysis-and-description/
---

# OpenAI GPT-4 Vision API Image Analyzer
 ![React application leveraging OpenAI's GPT-4 Vision API for image content analysis and description](https://reactjsexample.com/content/images/2023/11/Code_2023-11_12-53-17.jpg)

This project is a sleek and user-friendly web application built with React. It utilizes the cutting-edge capabilities of OpenAI’s GPT-4 Vision API to analyze images and provide detailed descriptions of their content. With a simple drag-and-drop or file upload interface, users can quickly get insights into their images.

## Features

- Drag and drop or click to upload an image
- Real-time image preview
- Secure API interaction with OpenAI’s GPT-4 Vision API
- Responsive and intuitive UI
- Progress bar for upload status
- Display of analysis results in a readable format

## Getting Started

To run this project locally, follow these steps:

### Prerequisites

Ensure you have the following installed:

- Node.js (LTS version recommended)
- npm or yarn as your package manager

### Installation

1. Clone the repository:

```
git clone https://github.com/your-github-username/openai-gpt4-vision-analyzer.git
```

1. Navigate to the project directory:

```
cd openai-gpt4-vision-analyzer
```

1. Install the dependencies:

```
npm install
```

or if you’re using yarn:

```
yarn install
```

1. Create a `.env` file in the root directory and add your OpenAI API key:

```
REACT_APP_OPENAI_API_KEY=your_openai_api_key_here

```

1. Start the development server:

```
npm start
```

or with yarn:

```
yarn start
```

The application should now be running on [http://localhost:3000](http://localhost:3000).

## Usage

To analyze an image:

1. Drag and drop an image into the designated area or click the area to select an image from your device.
2. The image will be displayed as a preview.
3. Click the “Analyze Image” button to send the image for analysis.
4. View the analysis results below the upload area.

## Built With

- [React](https://reactjs.org/) – The web framework used
- [OpenAI GPT-4 Vision API](https://beta.openai.com/docs/guides/vision) – Image analysis API

## Acknowledgments

- OpenAI team for providing the GPT-4 Vision API

## GitHub

[View Github](https://github.com/admineral/GPT4-Vision-React-Starter?ref=reactjsexample.com)
10 Tips for Enhancing Software Testability in Your Development Process
Tags: technology
Published: 2023-11-16 14:59:13

---
title: 10 Tips for Enhancing Software Testability in Your Development Process
published: true
date: 2023-11-15 00:05:43 UTC
tags: Technology
canonical_url: 
---

In the changing world of software development, making sure that your application can be tested is important. Software testability is a crucial stage in the development process that will definitely help you avoid wasting time, money, and aggravation.

Tip 1: Understand the Importance of Software Testability
Tip 2: Integrate Software Testability Metrics
Tip 3: Create a Software Testability Checklist
Tip 4: Emphasize Software Testability and Reliability Together
Tip 5: Test the System to Ensure it is Bug-Free
Tip 6: Design Software for Testability
Tip 7: Encourage Collaboration Among Developers and Testers
Tip 8: Implement Continuous Integration and Continuous Testing
Tip 9: Document Testability Requirements
Tip 10: Learn from Past Articles

The process of improving software testability is continuous and permeates all stages of the software development life cycle. You’ll be more prepared to produce software that is not only tested but also dependable, robust, and ultimately bug-free if you go by these ten suggestions. Keep in mind that your efforts today to improve testability will pay dividends later with more satisfied users and streamlined development cycles.

The post [10 Tips for Enhancing Software Testability in Your Development Process](https://www.codium.ai/blog/10-tips-for-enhancing-software-testability-in-your-development-process/) appeared first on [CodiumAI](https://www.codium.ai).
A Tiny Custom React hooks for making request
Tags: hooks
Published: 2023-11-15 12:21:40

---
title: A Tiny Custom React hooks for making request
published: true
date: 2023-11-15 00:04:00 UTC
tags: Hooks
canonical_url: https://reactjsexample.com/a-tiny-custom-react-hooks-for-making-request/
---

# react-request

## Install

```
yarn add @blacktea/react-request
```

## Basic Usage

 ![A Tiny Custom React hooks for making request](https://reactjsexample.com/content/images/2023/11/Code_2023-11_12-58-48.jpg)

```
import useRequest from '@blacktea/react-request'
import getFooApi from '@/utils/axios'

function App () {
  const [{ loading, error, data }, fetch] = useRequest(getFooApi)

  useEffect(() => { fetch() }, [fetch])

  if (loading) return 'loading'
  if (error) return 'error'

  return data && <div>{data}</div>
}
```

## More Example

> Queries are typically start with loading, we can create a `useQuery` function before we use.

```
function useQuery (api) {
  return useRequest(api, { loading: true })
}
```

### Query

```
function Query () {
  const [{ loading, error, data }, fetch] = useQuery(queryFooApi)

  useEffect(() => { fetch() }, [fetch])

  if (loading) return 'loading...'
  if (error) return 'error'

  // no need to check data
  return <div>{data}</div>
}
```

### Multi Query

```
function MultiQuery () {
  const [foo, fetchFoo] = useQuery(queryFooApi)
  const [bar, fetchBar] = useQuery(queryBarApi)

  useEffect(() => {
    fetchFoo()
    fetchBar()
  }, [fetchFoo, fetchBar])

  const renderContent = (state) => {
    const { loading, error, data } = state

    if (loading) return 'loading...'
    if (error) return 'error'

    return <div>{data}</div>
  }

  return (
    <div>
      {renderContent(foo)}
      {renderContent(bar)}
    </div>
  )
}
```

### Batch Query

```
function BatchQuery () {
  const batchFetchApi = () => Promise.all([queryFooApi(), queryBarApi()])
  const [{ loading, error, data }, fetch] = useQuery(batchFetchApi)

  useEffect(() => { fetch() }, [fetch])

  if (loading) return 'loading...'
  if (error) return 'error'

  const [foo, bar] = data

  return (
    <div>
      <div>{foo}</div>
      <div>{bar}</div>
      <button onClick={fetch}>refetch batch</button>
    </div>
  )
}
```

### Mutate

```
function Mutate () {
  const [{ loading, error, data }, mutate] = useRequest(mutateBazApi)
  const [value, setValue] = useState('')

  useEffect(() => {
    if (error) alert('error')
    if (data === 'success') alert('success')
  }, [error, data])

  return (
    <div>
      <input value={value} onChange={(e) => setValue(e.target.value)} />
      <button disabled={loading} onClick={() => mutate(value)}>submit</button>
    </div>
  )
}
```

## Api

```
type useRequest = (api, initialState) => [state, memoizedRequestCallback]
```

## GitHub

[View Github](https://github.com/BlackTea99/react_request?ref=reactjsexample.com)
How Do You Stay Inspired on Large Projects?
Tags: discuss, codenewbie, beginner
Published: 2023-11-15 00:00:00

---
published_at : 2023-11-15 00:00 +0000
---
Have you faced challenges when contributing to large-scale coding projects? How do you maintain inspiration and innovation in such expansive environments?
<br>
Follow the CodeNewbie Org and #codenewbie for more discussions and online camaraderie!
{% embed https://dev.to/codenewbieteam %}
Navigating Phishing Trends: Protecting Against Evolving Cyber Threats
Tags: cybersecurity, technology
Published: 2023-10-09 03:05:09

---
title: Navigating Phishing Trends: Protecting Against Evolving Cyber Threats
published: true
date: 2023-11-15 00:00:00 UTC
tags: Cybersecurity,Technology
canonical_url: https://simeononsecurity.ch/articles/phishing-trends-user-vulnerability-guide/
---

Explore the evolving landscape of phishing attacks, user vulnerability, and cybersecurity measures in this insightful analysis.

[https://simeononsecurity.ch/articles/phishing-trends-user-vulnerability-guide/](https://simeononsecurity.ch/articles/phishing-trends-user-vulnerability-guide/)
How Can Developers Build Focus?
Tags: discuss
Published: 2023-11-15 00:00:00

---
published_at : 2023-11-15 00:00 +0000
---
What practical strategies help you build and maintain focus as a developer? How have they impacted your work and life?
<br>
Follow the DEVteam for more discussions and online camaraderie! {% embed https://dev.to/devteam %}
don't run into the woods
Tags: gamedev, gamedesign, writing, writingtips
Published: 2023-12-19 13:22:48

---
title: don't run into the woods
published: true
date: 2023-11-15 00:00:00 UTC
tags: [ 'gamedev', 'gamedesign', 'writing', 'writingtips' ]
canonical_url: https://onwriting.games/daily/20231115-1056-dont-run-into-the-woods/
---

there are many things that can go wrong with traditional storytelling:

- characters can be underdeveloped
- the story can be predictable
- we can screw the pacing
- tone might be all over the place
- meh conflict
- poor dialog

... just to name a few.

but in games, **oh my**.

before games, you **controlled** pretty much everything. in games, **you don't**.

in a book (or movie or tv show) the reader can either keep reading, or stop. that's it. that's as far as their **agency** can go.

well, that was true until **choose your own adventure** showed up, but still 99.99999...% of books are not _CYOA_.

when we write for video games, interactivity opens up a vast array of possibilities, but also **a thousand potential problems**.

the biggest issue is that **the rules change**.

not all of them, but enough so that an experienced writer may have to **start almost from scratch**.

therefore, it's advisable to start small, **beginning with what's familiar**.

there's no need to start with a **dynamic narrative roguelike RPG with reputation systems and randomly-generated NPCs based on modular archetypes**.

it sounds like a great challenge.

but it scares me just thinking about it.

**don't run into the woods**.

why not start with a linear narrative?

use all the techniques we already know and **feel them** in video game form?

have you heard of **walking simulators**? They're just that, with one or two _twists_. Yet... ❤️❤️❤️❤️

I'm not saying you should show it to anyone if you're not ready.

though it's bad advice, **if it helps you get started** , it's all good.

I'm suggesting that you **write and feel it**.

just like you did with your novels or short stories without even realizing it.

there's time to gradually give the player the agency they deserve.

there's time to get more complex and work around the pitfalls, one by one.

and remember King Stephen's words...

> The scariest moment is always just before you start. After that, things can only get better.
Trying Pi - Your personal AI
Published: 2023-12-29 15:34:21

---
title: Trying Pi - Your personal AI
published: true
date: 2023-11-15 00:00:00 UTC
tags: 
canonical_url: 
---

A few months ago, when I first tried Pi - an AI chatbot made by Inflection AI - I was amazed at how natural the chatbot could be. At that time, Pi was much different and simpler, and it has improved a lot, quickly.

It can maintain very human-like conversations, and I absolutely love the design. I really like the simplicity of it. It's mid at maths, great and at brainstorming, but it outperforms all other chatbots in being conversational and human-like.

Comparing it to other popular AI chatbots like Perplexity, ChatGPT, or Bard, while they can be better at some features, they still lack the naturality of Pi (yeah, the name isn't great...). I wish it could cite sources thought.

It also seems that Pi is built on a proprietary large language model developed and trained by Inflection AI entirely in-house. According to Inflection AI, "Pi doesnt use any third-party language model APIs".

Another great feature is the audio option. The voices sound amazing, with all the pauses needed, and honestly, I think they outperform all others. It is obviously still in development, with essential features like a way to clear chat, edit prompts, regenerate responses, etc., but I actually think it's great!

I also like that it can switch the "model" that the conversation is using - "Pi" and "SupportPi" - clearly there are more to come.

It also seems that Pi is built on a proprietary large language model developed and trained by Inflection AI entirely in-house. According to Inflection AI, "Pi doesnt use any third-party language model APIs".

According to [this document](https://inflection.ai/assets/Inflection-1.pdf) released by Inflection AI, _"Inflection-1 (the model used by pi) is the best model in its compute class, outperforming GPT-3.5, LLaMA, Chinchilla, and PaLM-540B"_:

> _On trivia style question answering, our model outperforms LLaMA by a considerable margin and is competitive with Google's recent flagship model, PaLM 2-L. For TriviaQA, we show two different evaluation splits allowing us to compare to LLaMA, Chinchilla, and PaLM._

Inflection AI also seems to be [working on an API](https://inflection.ai/company#api), available soon.
How to interpret sessions in real-time?
Tags: webdev, development, analytics
Published: 2023-11-14 23:40:57

The word 'session' carries varied implications across different fields, from a therapist's appointment to a movie marathon. For those in the digital domain, such as developers and marketers, 'session' and its derivative, 'sessionization,' have become integral in understanding and optimizing user experiences.

Over recent years, 'session' and 'sessionization' have become buzzwords in analyzing user journeys. Sessionization involves clustering activities within a session, providing vital insights into how users interact with digital platforms. This process is crucial for tailoring user experiences in real time.

## What exactly is a session?

Imagine each interaction with a website or app as a new chapter in the book "The User's Journey." A session represents these chapters, with the end of a session marking the conclusion of a specific set of interactions. This concept isn't as straightforward in the digital world as in physical interactions, like shopping in a store. The challenge lies in defining the end of a session.

For instance, consider a user who visits an e-commerce site, browses a product, and later completes a purchase. The determination of whether these actions form a single session or multiple ones depends on various factors, including the time elapsed between interactions.

## The challenge of real-time decision-making

Clustering activities into sessions retrospectively might seem straightforward. However, making these decisions in real time, especially when considering offline interactions, adds complexity. For example, a user might use an app in flight mode and reconnect to the internet later. This scenario requires a strategy for late-arriving events.

Sessionization simplifies decision-making. It helps focus on essential aspects like user experience by providing insights into user behavior, such as the frequency of visits, session duration, and activities performed. These insights enable businesses to create personalized experiences more effectively.

## What to consider when doing that?

Implementing session-based personalization requires identifying users, defining session parameters, and tracking user interactions. You can either fully build that in-house, integrate an analytics tool like [Mixpanel](https://mixpanel.com/) and [Amplitude](https://amplitude.com/) with a CDP like [Segment](https://segment.com/), or rely on a platform that handles that for you, like [Croct](https://croct.com/). The decision depends on how far you want to go and how much time and resources you have on your team.

I'm trying to understand how people usually solve this problem today. Would you share your strategy with me?
Be kind its fast
Tags: help, javascript, beginners
Published: 2023-11-14 23:31:42

Just a simple question : what did i need to put on value ? 
(google devtools say : Uncaught TypeError: Cannot set properties of null (setting 'value') ) 


var addr = window.location.href; //recuperation de URL de la page
var param = addr.split('?')[1];   //decoupe URL après le ?
var rep=new URLSearchParams(param);//transforme en dico parametre:valeur
console.log(rep.get("reponse")); //affichage de la valeur associer a id/name reponse
document.getElementById("Votre Pseudo:").value=rep.get("???");


ty for help
Countries with standstill technological and industrial in Latin America
Tags: countries, career, development, motivation
Published: 2023-11-14 23:30:27

Venezuela, Nicaragua, Honduras and Salvador are countries in debt, corruption and depressed area. 

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ju0jezlpetuujx0znyt4.jpg)

Are importer countries; the people is not properly trained. The software is outdated, bought and maintenance in addition not have the industry. Exist little investment and dependent of international aid. 

In comparative Brazil, Chile and Costa Rica have human development, industrial development and technological development. 

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/0lhnzvkuu2jn8g37wq65.png)

In Venezuela, Nicaragua, Honduras and Salvador a diploma is irrelevant it's not for nothing exist a lot of brain drain of these places. The people prefer emigrate or study abroad.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ru9ap8wfb9axsj6bwrzn.jpg)