DEV Community: 0xAnom

Top chatgpt plugins to use at work

0xAnom — Mon, 07 Aug 2023 09:40:33 +0000

ChatGPT is an amazing AI chatbot that can generate text on any topic, theme, or style you want. But did you know that you can also enhance its capabilities with plugins? These plugins help chatgpt to get up-to-date data, run computations, or utilize third-party administrations.

We have picked some plugins that will change how you have been using chatgpt. You can find some of these in the chatgpt store and while others are self hosted. Whether you are a chatgpt user, developer, or enthusiast, you will find something that suits your needs and preferences.

Now, let’s go through the plugins one-by-one.

1. Prompt Perfect

The Prompt Perfect plugin of chatgpt is a tool that helps you write better prompts for the AI chatbot. It takes your input and rephrases it to be more precise and contextual, enhancing the quality of chatgpt’s response.

You can initiate the plugin by typing ‘perfect’ in front of your prompt or by enabling the plugin and letting it identify prompts that could be improved.

The plugin is designed to simplify the process of prompt engineering and help you communicate your intention more clearly to chatgpt.

Some examples of original prompts and their refined versions using the Prompt Perfect chatgpt Plugin

Original prompt: Create a travel plan for a 1 week to Goa with a budget of $2000
Refined prompt: Write a detailed plan for a 1 week vacation in Goa, try including all the perks such as destinations, activities, accommodations, transportation, and costs. Assume that the budget is $2000 per person starts and ends in Pune.

2. OpenTable

The OpenTable plugin is a solution that allows people to make online restaurant reservations directly from your app. It connects to OpenTable's global network of over 60,000 restaurants, giving users real-time availability, ratings, menus, and more.

You may improve the functionality and user experience of your app, as well as generate more traffic and bookings to your restaurant partners, by using the OpenTable plugin.

The OpenTable plugin may help you create a seamless and enjoyable dining experience for your users, whether you want to offer restaurant recommendations, meal incentives, or personalised ideas. You can also use it to book tables for business meetings.

3. Out School

The Out School chatgpt plugin provides students and teachers with access to high-quality online classes from within their chatgpt interactions. It works with Out School's platform, which has over 100,000 live lessons for children of all ages and interests.

You may improve your learning experience and find new topics and skills by utilising the Out School chatgpt plugin. Out School ChatGPT plugin can help you identify and enroll in classes that meet your requirements and goals, whether you want to learn math, science, art, music, languages, or anything else.

Out School chatgpt is a plugin aimed to make online education more accessible, engaging, and enjoyable by asking questions and providing feedback.

4. Web Request

The Web request plugin is a tool that allows users to perform HTTP requests and return a response object. It can be used to observe and analyze traffic, and to intercept, block, or modify requests in-flight.

The plugin offers support for multiple communication protocols comprising popular options like GET-POST-PUT-DELETE among others.

Furthermore it allows users intricate control over critical elements like URLS-authentication-proxies as well other key components of these complex IT systems.. The plugin returns a response object that contains the status code, content, and headers of the HTTP response.

There are multiple chatgpt plugins to increase developer productivity. You can try these out automate your tasks, reduce manual effort and time consumed in it.

5. Zapier

The Zapier plugin is a instrument that permits clients to put through thousands of apps (like Google Sheets, Gmail, or Slack) and robotize assignments straightforwardly interior chatgpt. The plugin is fueled by Zapier’s Characteristic Dialect Activities API, which empowers chatgpt to utilize straightforward common dialect to total activities in other apps.

The plugin is consistent with all Zapier plans, but is right now rolling out to clients with a chatgpt Plus account. The Zapier plugin is designed to make automation easy and flexible for users who want to interact with web services or APIs.

For example, you can ask chatgpt to write and send an email, update a spreadsheet, post a tweet, or create a calendar event. It also supports various Zapier actions, such as search, update, and write. This plugin can be used by product managers to automate the repetitve tasks and prioritize work more efficienlty. Here are some chatgpt prompts for a product manager used to create a zap ( automated workflows that trigger actions based on certain events).

Create a zap that sends an email to your customers when they purchase a product from your WooCommerce store
Create a zap that adds new leads from your WordPress site to your CRM.

6. Kayak

The Kayak chatgpt plugin is a device that permits clients to hunt for travel alternatives utilizing common dialect on chatgpt, the AI-powered dialect demonstrate created by OpenAI.

Users can explore flights, inns, and rental cars based on their travel dates and goal or get proposals on where to go based on their budget. It integrates with Kayak’s global network of over 2 million travel options and provides users with access to real-time availability, prices, reviews, and more.

By using the Kayak chatgpt plugin, users can enhance their travel planning experience and discover new places and deals. Whether they want to explore the world, visit family and friends, or take a business trip, the Kayak chatgpt plugin can help them find and book their ideal travel option.

7. Link Reader

Link Reader is a tool that can read the content of all kinds of links, including webpages, PDF files, images, and more. You can provide any link to chatgpt and ask it to extract information or generate a summary from it. For example, you can ask chatgpt to summarize a news article, translate a webpage into another language, or analyze the sentiment of a blog post.

Link Reader is a Beta feature available to chatgpt Plus users. To use Link Reader, you need to install it from the Plugin Store and activate it using specific keywords or phrases. Some of the phrases you can use are:

Read this link for me
Summarize this link
Translate this link into Spanish
Analyze the tone of this link

8. Speak

Speak is a chatgpt plugin that facilitates language learning with Speak, an AI-powered language tutor. You can use Speak to learn how to say anything in another language, get real-time translations, and receive language learning tips and cultural insights.

To use Speak, you need to install it from the Plugin Store and activate it using specific keywords or phrases. Some of the phrases you can use are:

Teach me how to say hello in Spanish
Translate this sentence into Japanese
Explain the difference between pros and cons in German
Tell me something interesting about Korean culture

9. MixerBox OnePlayer

This chatgpt plugin allows you to enjoy unlimited music, podcasts, and videos across various genres. You can use MixerBox OnePlayer to search for and play your favorite songs, artists, albums, playlists, podcasts, and videos directly within chatgpt.

Here are some examples of the phrases which can be used: Play music by Two Pilots

Show me podcasts about AI
Watch videos of gameplays

Overall, it can help you experience the rhythm of your favorite tunes, learn new things from podcasts, and have fun with videos.

10. ShowMe

ShowMe is a powerful chatgpt plugin that lets you create and display various visualisations such as charts, maps, and diagrams. ShowMe allows you to create and display images that represent your thoughts, data, or concepts.

After you enable the plugin, you may communicate with chatgpt and instruct it to produce and display any visual you desire. chatgpt will generate and display the visual in the chat window using the Show Me plugin. You can also request follow-up requests, such as altering or adding graphic components.

11. SEO Assistant

SEO Assistant is a chatgpt plugin that assists you with various SEO activities such as keyword research, content optimisation, website auditing, and competitor analysis. SEO Assistant can help you boost your website's rating and exposure in search engines.

It is a valuable plugin for website owners, marketers, bloggers, or anyone who wants to boost their online presence and performance. It can help you create and implement effective SEO strategies that drive more traffic and conversions to your website

12. ApplePie

ApplePie is a chatgpt plugin that lets you construct Android and iOS mobile apps using text input. By simply explaining your app ideas to chatgpt, you may use ApplePie to make them a reality. It is a useful plugin for app developers, entrepreneurs, hobbyists, and anybody else who wants to rapidly and easily construct mobile apps.

ApplePie must be installed from the Plugin Store and activated using particular keywords or phrases. You can use the following phrases:

Create an app
Build an app
Design an app
Make an app

13. Hubbub

Hubbub is a chatgpt plugin that allows you to chat with your friends and family using voice messages. You send and receive voice messages within chatgpt, without leaving the chat window.

Hubbub is a fun plugin for socializing, communicating, and expressing yourself with voice. It can help you stay in touch with your loved ones and have more engaging and personal conversations. Moreover, it is a local health risk guidance for COVID-19, Flu, RSV and more.

14. LawyerPR

LawyerPR is a chatgpt plugin that assists you in locating an appropriate lawyer in Japan. It is used to obtain a preliminary review of your legal issue, browse a list of lawyers who meet your criteria, and contact them immediately within chatgpt.

LawyerPR is a valuable plugin for anyone in Japan who requires legal aid. It might save you time and money when looking for a lawyer and getting competent guidance on your legal issues. Here are a few of the most commonly utilized expressions.

Find an attorney
Ask a legal question concerning
Speak with a lawyer
Please look into my legal problem

15. Questmate Forms

Questionnaire Forms is a chatgpt plugin that allows you to use natural language to construct and fill out online forms and surveys. You can use Questionnaire Forms to produce questions and answers for your forms or to respond to questions from existing forms.

It is a useful plugin for anyone who wants to develop or complete online forms and surveys. It can help you save time and effort when creating and completing forms, as well as obtain more accurate and dependable data.

16. Meme Creator

Meme Creator is a chatgpt plugin that lets you make and exchange funny memes with natural language. Meme Creator allows you to create memes on any topic, theme, or trend you choose.

Meme Creator is an entertaining, humorous, and creative plugin. It assists you in expressing yourself through memes and sharing them with your friends and followers. Try the following phrases:

Make a meme about
Please show me a meme
Create a meme using

17. JiggyBase

JiggyBase is a chatgpt plugin that uses natural language questions to enable you find answers from your personal or organisational documents. Jiggybase allows you to search and get information from a variety of data sources, including PDF files, web pages, photos, and more.

This plugin is for anyone who needs to access and analyze their documents in a fast and easy way. It can help you save time and effort on document search and retrieval, and get more accurate and reliable data.

18. Paxi AI

Paxi AI is a chatgpt plugin that lets you improve task productivity using AI tools and streamline the process of determining the best tool for each activity. Paxi AI gives you access to a variety of AI-powered tools, including a text-to-app generator, image editor, video maker.

The Paxi AI plugin will be used by chatgpt to give you with relevant and valuable information, suggestions, and comments. It may assist you in creating and editing many forms of content, such as apps, photos, movies, and others.

You can use the following phrases:

Use Paxi AI for
Show me Paxi AI tools for
Create an app with Paxi AI
Edit an image with Paxi AI

19. SubStack IQ

Substack IQ is a chatgpt plugin for searching, analysing, and summarising Substack newsletters, retrieving articles, and discovering new Substacks. You may acquire insights and information from multiple Substack publications on any topic or niche you desire by using Substack IQ.

It can assist you in finding and accessing quality content, learning new things, and staying current on your interests. You can try these phrases while using this plugin:

Search for Substack newsletters
Analyse Substack newsletters
Summarise Substack newsletters
Discover new Substack newsletters
Retrieve articles from Substack newsletters

20. Access Links

Access Links is a chatgpt plugin that allows you to use natural language queries to browse web pages and obtain information from them. Access Links can be used to summarise material, extract data, compare sources, and more.
Anyone who wishes to quickly and easily access and analyse web pages can use the Access links plugin. Some of the phrases you can use are:

Access this link
Summarize this link
Extract data from this link
Compare this link with…

21. Credit Yelp

CreditYelp could be a chatgpt plugin that helps you get to different essential money related calculators for a nitty gritty reimbursement plan and payoff term. To get accurate figures for personal loans and credit card payoff plans, you can use CreditYelp.
It will reduce your time and effort on financial calculations and get more accurate and reliable data.

Some of the prompts you can use are:

Calculate loan payment for …
Calculate credit card payoff for …
Calculate interest rate for …

22. SceneXplain

SceneXplain is a chatgpt plugin that lets you connect images to your prompts and go beyond pixels to explore image storytelling. With this chatgpt plugin, you may create more comprehensive textual descriptions that highlight the rich storylines concealed inside your photographs.

SceneXplain is an entertaining, creative, and educational plugin. It can assist you in discovering and enjoying the stories behind your photographs, as well as learning new things from them and expressing yourself via them.

23. GoFynd

GoFynd is a chatgpt plugin that helps you enhance your online shopping journey. You can use GoFynd to search for products, manage your shopping cart, and even display a QR code for easy cart sharing. It elevates the shopping experience of the users who want to to shop online in a fast and easy way.

Use this prompts while using this plugin:

Search for products on GoFynd
Add this product to my cart on GoFynd
Show me my cart on GoFynd
Generate a QR code for my cart on GoFynd

24. There’s an AI for that

There’s an AI for that plugin is a handy guide that helps you discover and learn about various AI tools that can help you with different tasks, such as writing, editing, designing, researching, and more.

To utilize this plugin, you essentially got to describe what you need to do with AI, and the plugin will give you with a list of important AI tools that can do it.

For example, if you type “I want to create a banner with AI”, the plugin will suggest tools like Canva, GIMP, Cymera and desygner. The plugin keeps you updated with the most recent AI news and patterns, so you'll stay informed around the improvements within the field.

You can ask questions like

What are some new AI tools that came out recently?
What are some popular AI applications in education?

25. Image editor

Image editor plugin for chatgpt is a powerful tool that lets you edit your photos with simple commands and AI magic.

To use this plugin, you would like to transfer your photo to a hosting service like Imgur or Dropbox and copy the URL. At that point, you'll be able paste the URL within the chat box and include a command for what you need to do with the photo.

For example, if you type “crop the photo to a square”, the plugin will crop your photo and show you the result. You can also ask for more complex edits, such as “remove the background”, “enhance the colors”, or “add a filter”.

The plugin uses various AI models to perform different tasks, such as DALL-E for generating images, StyleGAN for applying filters, and U-2-Net for removing backgrounds. The plugin also supports multiple languages, so you can edit your photos in your preferred language.

26. Wiseone

If you are an avid reader and browser of online content, you might want to try the Wiseone plugin for chatgpt. This plugin is a smart tool that helps you enrich your online reading experience and explore information with AI.

To utilise this plugin, you must first install it as a Chrome or Edge browser extension. Now, you'll be able to access any sites which have news stories, blogs, or a Wikipedia site.

Discoverability helps you understand complex concepts and words in an article
Cross-checking helps you verify facts with different sources talking about the same subject.
Ask anything simplifies the foremost complex data into reasonable answers, fueled by OpenAI’s chatgpt.
Suggestions provide a list of articles from diverse sources to deepen your understanding of a subject.

27. Fiscal Note

This plugin is involved in policy and regulation to keep track of multiple sources of information, analyze the impact of policy changes, and manage your relationships with stakeholders. It is a comprehensive tool that helps you access and understand legal, political, and regulatory data and information with AI.

Using Fiscal Note, you can access it on any website that contains policy-related content, such as government websites, news outlets, or think tanks. The plugin offers five main features:

Policy tracking
Risk analysis
Stakeholder management
Government relations
Policy advocacy

28. Cloudflare Radar

By analyzing the security and attacks, you can identify the types of attacks that target your network and application layers, as well as the methods used to prevent or stop them.

This chatgpt plugin is a fascinating tool that helps you access and understand real-time Internet patterns powered by Cloudflare Radar. Access Cloudflare Radar on any website that contains Internet-related content, such as news websites, tech blogs, or social media platforms. It provides multiple features such as:

Internet traffic trends that help you see the traffic volume and distribution over the selected time period.
Using security and attacks you can see the network and application layer attack traffic and mitigation techniques.
Adoption and usage will assist you in identifying major protocols such as IPv4, IPv6, HTTP/1.x, HTTP/2, and HTTP/3.
Last observed outage helps you see the internet disruptions observed in analysis of Cloudflare traffic.

Conclusion

In this article, we have covered some of the best chatgpt plugins that you need at work. These plugins can help you enhance your productivity, creativity, and communication skills by leveraging the power of AI.

If you are a fan of chatgpt prompts, you can use different prompts for free and make your day to day job so much easier. Try chatgpt prompts for marketing, to generate catchy headlines, slogans, and copy for your campaigns in minutes. Just enter your keywords, target audience, and tone of voice, and chatgpt will do the rest. There are also chatgpt prompts for product manager designed to help you plan, execute, and deliver successful products.

So go ahead and try these plugins and prompts to see what amazing things you can do with chatgpt.

Happy Chatting!

This blog was originally published at Zipy.

Top 27 Visual Studio Code extensions for 2023

0xAnom — Mon, 07 Aug 2023 05:54:05 +0000

Author - Anom Warbhuvan

Visual Studio Code, or VS Code, is a well-known and highly rated code editor with a plethora of features and extensions to enhance the development experience. One of the primary benefits of using VS Code is its flexibility that allow the developers to customize it according to their specific needs.

Furthermore, VS Code is lightweight and fast, making it an excellent choice for developers working on large projects or those with limited resources. Similar to Zipy feature, VS Code extensions helps in debugging, terminal processes, and git integration making it an all-in-one solution for developers.

Not just this, ‘n’ number of VS Code extensions are also available in the Visual Studio Marketplace, which makes it a leading IDE in the developer community. These extensions can easily make any developers life a bliss, by helping them deliver neat and bug free code.

But before we dive into the best vscode extensions in 2023, just make sure you have your basics of how react works and javascript concepts covered. It will help you to understand solid foundation of these extensions more clearly.

Here’s the list for top vscode extensions in 2023, under the following categories:

VS Code extensions for productivity
VS Code extensions to color your code snippets
VS Code extensions for version control
VS Code extensions for code formatting and linting
VS Code extensions for debugging and troubleshooting
VS Code extensions for javascript, react, java, html and css

Let’s jump in!

VS Code extensions for productivity

GraphQL

GraphQL visual studio code extension which gives you a set of tools to help you write, validate, and test your GraphQL code. The GraphQL extension includes autocomplete functionality - it suggests fields and arguments to use in your queries as you type, making it easier to write valid GraphQL code. This feature saves you time and reduces the likelihood of making syntax mistakes.

It is installed with a built-in linter, which checks your code for errors and suggests fixes. Use this extension to prevent GraphQL errors, and increase efficiency.

Remote-SSH

You can securely connect to remote servers from within using a vscode extension by eliminating the need for additional software or terminal windows. Remote-SSH allows you to easily access, edit, and transfer files to and from your remote server while remaining within the familiar visual tudio code interface. Rather than streamlining your workflow you can use it boost your overall productivity.

You can fully utilize the capabilities of Visual Studio Code without the limitations of a local setup by being able to run commands, debug code, and even use extensions on your remote machine.

Remote-SSH is an essential vscode extension. Try it to discover the power and convenience of working remotely with vscode extension.

Settings Sync

Developers use text editors on a regular basis to create Web-Applications. It is inconvenient manually maintain same settings across multiple devices. Syncing settings manually can also be time-consuming and deliver inconsistent experience across devices.

With Settings Sync, you can easily sync settings across multiple devices, reduce configuration time, and even share settings with others.

Auto Rename Tag

VS Code automatically highlights matching tags and adds closing tags whenever you use an opening tag. Auto Rename Tag extension renames the tags that you change while you code. For example:

When you rename one HTML/XML tag, this tag will automatically rename all the paired HTML/XML tag
You can also use auto rename tag extension feature in Javascript - just save the file type as .js. It will automatically pair with the Javascript tag and rename it.

This extension only supports HTML, XML, PHP, and JavaScript.

Tabnine

Tabnine visual studio code extensions is all about productivity. It is an AI code assistant that speeds up your development process, auto completing your code in real time. It supports all popular coding languages and IDEs.

Tabnine has AI-assisted code completion feature similar to IntelliSense. This extension can help you code faster by predicting and suggesting your next lines of code based on context & syntax.

CSS Peek

With CSS Peek vscode extension, you can simply hover over an HTML element to reveal a peek window displaying the CSS styles that are applied to that element. You can then easily edit the styles by jumping to the CSS code by clicking on the peek window. This feature saves you from the hassle of manually searching through your CSS code every single time.

CSS Peek also supports CSS preprocessors such as SCSS, Less, and Sass, so you can use it for all of your projects regardless of preprocessor.

VS Code extensions to color your code snippets

Bracket Pair Color DLW

Bracket Pair Color DLW vscode extension, automatically colorizes certain characters to assist developers in determining how deep nested a piece of code is.

It supports multiple languages, and lets the developer define the color of different brackets they plan to use in their code. By default, (), {} and [] are matched, but one can use other bracket characters that they like, and even define their color. With this extension easily spot open and close brackets and get a clearer picture of your code structure.

VS Code Icons

Although visual studio code is a powerful code editor, however its default icons can be boring and uninspiring. This is where icon themes like come into play. VS Code Icons extension will help you the see the type of files you have by identifying them as React, Javascript, HTML, CSS and more.

Icon themes are a quick and easy way to change the look and feel of your vscode editor interface, and they can have a significant impact on your overall experience.

Material Icon Theme

Material Icon Theme is a popular and widely used vscode extension that gives your code editor a sleek and modern appearance. This extension replaces the vscode default material design icons, giving your interface a clean and professional appearance.

It includes a number of icon styles, including colored, monochromatic, and outlined icons. It means you can select the style that best meets your needs and preferences. You can be confident that all of your coding needs are visually categorized with an extensive set of folders and file icons, making it easy for you to access what you need quickly.

Peacock

Peacock is a visual studio code extension which adds a splash of color to your coding experience. This extension lets you color-code your editor tabs based on criteria like file type, folder, or workspace.

One of Peacock's distinguishing characteristics is its adaptability. You can change the colors used for each criterion and even design your own color schemes. This allows you to tailor your interface to your preferences and distinguish between different types of files and projects.

VS Code extensions for version control

Live Server

Live Server visual studio code extension automates the reloading of your web page. It eliminates the need to refresh the page manually.

You can also specify a custom port or hostname, which is useful when working on multiple projects or in a team environment. Another useful feature of the Live Server is its ability to run the server on any HTML file or project within the work environment.

Git History

Git History extension displays the commit history in a tree-like view, making it easy for the coder to understand the progression of changes made in your code. This view makes it simple to navigate through different commits and find the change you're looking for.

This vscode extension also includes a robust search function that allows you to quickly locate a specific commit by message, author, or hash. It can also compare commits, making it simple to see the differences between different versions of your code.

Git Lens

Git Lens extension assists developers in visualizing, navigating, and comprehending their project's Git history. Git Lens, among other things, adds a powerful split that differs view that allows developers to easily visualize the difference between commits and branches.

It allows developers to search a project's commit history by author, file, commit message, and other criteria.

Docker Explorer

Docker Explorer visual studio code extension can identify and manage the containers and images that are currently running. It lets developers easily start, stop, and restart the containers, inspect logs and properties, and even locate a particular container or image by name or ID.

It can generate new containers from images as well as push and pull images from a registry. All in all, it simplifies the creation and management of containers, making it simple to test and deploy your code in a live environment.

VS code extensions for code formatting and linting

Prettier

Prettier is the most popular formatting and linting tool for standardizing your code against best practices in the industry. It also ensures that your teams produce visually seamless code, so no more arguing about how many tabs or spaces to use or where brackets should go.

Make your code look good with Prettier visual studio code extension.

Beautify

Beautify is an alternative to Prettier extension with 7 million installs. Beautify is another solid code 'prettifier' that lints and formats your code by minimizing the intervention that comes in the code. You can use it to format your code easily written in any language.

Better Comments

Better Comments visual studio code extension can format comments based on their type. You can use different styles of comments including - to-do, questions, alerts, and more.

This extension also allows you to prioritize comments by importance and comes with a robust search function that allows you to quickly locate a specific comment by keyword or type.

ESLint

The ESlint vscode extension detects errors and potential problems before they become a problem. It offers a robust set of rules that can be tailored to your specific requirements, allowing you to enforce your own coding conventions.

It can integrate with other popular extensions such as Prettier, which allows you to automatically format your code based on your linting rules.

MarkdownLint

MarkdownLint extension is a user-friendly tool for error warning and correction. Error details can be accessed by clicking on the highlighted issues in the code editor.

MarkdownLint also integrates with other popular extensions such as spell checker, allowing you to automatically check for spelling errors in the markdown files.

VS Code extensions for debugging and troubleshooting

Javascript Debugger

Javascript Debugger extension creates breakpoints and steps in your code. This allows the coder to pause code execution and inspect variables and call stacks, making it simple to identify and fix errors.

This vscode extension comes with an interactive console that enables the developers to evaluate expressions, execute code, test and debug the code in real time. It provides a comprehensive debugging experience for all types of JavaScript projects.

If you want a more broader perspective of each step after project is deployed or running then I will recommend you to use Zipy. It will help you to test and debug errors that occur when app is in the running process.

Code Spell Checker

Avoid spelling errors with Code Spell Checker vscode extension. It simply highlights any spelling errors as you type. It has an easy-to-use error-fixing interface that can be accessed by right-clicking on highlighted issues in the code editor. It checks for multiple languages, allowing you to ensure that your code is error-free in any language.

Turbo Console Log

Debug your code without any stress of manually adding log statements. Turbo Console Log extension lets you add console log statements to your code, with a single click.

It has an interactive console for evaluating expressions and running code. It helps developers test and debug code in real-time. You can also customize output of log statements and achieve a more readable format with object and variables highlighted.

Regex Previewer

Regex Previewer provides regex patterns to your code. These patterns are tested against a sample text which should match your highlighted text in real time. With it you can quickly identify and correct mistakes in your regex patterns.

In addition, this extension includes extensive documentation on regular expression syntax as well as a library of common regex patterns that can be easily copied and pasted into your code.

VS code extension for javascript, react, java, html and css

JavaScript Code Snippets

You'll frequently find yourself reusing various blocks of code in Javascript projects simply by copying and pasting them. This task can take a lot of time, so having a large list of different JavaScript code snippets available with a simple keyboard shortcut can help you be more productive.

JavaScript code snippets are pre-built code snippets that you can easily include in your code. It also supports specific JavaScript libraries and frameworks such as Angular, Vue.js, and Node.js.

Reactjs Code Snippets

By providing neatly packaged and pre-written templates, Reactjs Code Snippets visual studio code extension helps developers improve their workflow and code speed. You just need to type the trigger command to get the snippet that you need.

You can use this tool to minimize the time spent to code and focus on what you do best - solve real world problems.

Java Language Support

Java Extension Pack includes multiple extensions for coding assistance, debugging, linting, formatting, and testing. Some of the most popular extensions included in the pack are:

Java Development Kit (JDK) 11 or above: You require JDK to build and run Java applications. It provides full language support, including features such as syntax highlighting, code completion, and debugging.
IntelliCode Java Test Runner: This extension makes it easy to run and debug unit tests in projects. It integrates with popular testing frameworks such as JUnit, TestNG and more to provide a seamless testing experience.
Debugger for Java: This extension has rich features, that enable you to set breakpoints, inspect variables, step through code, and more options for easier debugging.
***Language Support for Java by Red Hat:* It helps in maintaining a stable and secure platform for development in Java, along with tools that help with building, deploying, and managing Java applications.

Overall, Java Language Support pack makes your Java environment more productive and streamlines your Java development experience.

HTML CSS Support

HTML CSS Support extension is used in text editors and integrated development environments (IDEs) to enhance support for HTML and CSS development. This extension provides additional features including:

IntelliSense for HTML and CSS: This is a code-completion feature which suggestions HTML tags, attributes, CSS properties, values, and units while one writes the code.
Emmet support: It generates short-hand notation for HTML and CSS, to help you write concise syntax and expand it into full HTML or CSS code with just a few keystrokes.
CSS class name completion feature: It autocompletes the CSS class names in HTML documents.
HTML and CSS formatting and linting options: A must have tool to format and structure HTML and CSS code for better readability.
Built-in CSS color previewer: If you have struggled with complex color schemes or felt lost while fine-tuning website colors, this feature can be a rescue. It shows color preview in your CSS color code.

Conclusion

There are ample of extensions available in Visual Studio Marketplace, to help developers become more efficient and see a boost in their productivity. We have listed the top vscode extensions in 2023 that can have the biggest impact in your life as a developer. Try them and streamline your workflow with these extensions.

Power up your visual studio code editor with these extensions for a smoother coding experience!

This blog was originally published at Zipy

Best Javascript Machine Learning Libraries in 2023

0xAnom — Thu, 20 Jul 2023 08:32:41 +0000

In the past, programming and machine learning were two distinct domains with unique languages and tools. As machine learning is so much more math-heavy and technical than programming languages, it needed a specialized skill set for implementation.

However, the emergence of Javascript machine learning libraries changed the game. With these libraries, developers can bring machine learning capability into their web apps. Enabling you to build power intelligent applications with neural networks, train them on vast datasets, and make predictions and decisions within their Javascript code.

In this article, we will go through the different javascript libraries for Machine Learning (ML), Natural Language Programming (NLP), and JavaScript together.

Best Javascript Machine Learning Libraries

1. TensorFlow.js

TensorFlow.js is an open-source library for building and training machine learning models in JavaScript. It provides a comprehensive set of tools for building and training machine learning models in the browser or in a JavaScript runtime environment.

TensorFlow.js supports a wide range of machine learning tasks, including image classification, language translation, and reinforcement learning. It can be used for tasks related to NLP, such as sentiment analysis, language translation, and text generation.

Model created with Tensorflow can recognize objects in images, handwritten characters, and faces in photos. Nowadays it is also being used to predict stock market trends, customer behavior, and disease outbreaks.

2. ML.js

ML.js offers a rich API that enables developers to build and train machine learning models with just a few lines of code.

You can use ML.js to run common machine learning tasks like classification, regression, clustering, and dimensionality reduction. This library also includes data-related tools such as data preprocessing, feature extraction, and data visualization, helping one achieve complex ML functions.

ML.js has wide applications and is used for natural language processing, computer vision, and recommendation systems. This library focuses on readability and integrates easily with our existing projects. It is also supported by a community of developers and researchers who are actively developing and maintaining ML.js.

3. Neuro.js

Neuro.js is a Javascript library that focuses on natural language processing that helps in creating AI assistants and chatbots. It trains neural networks such as Feedforward Networks, Recurrent Networks, and Convolutional Networks.

You can define a neural network architecture with Neuro.js by using a simple and intuitive API. The number of layers, the number of neurons in each layer, the activation functions, and the loss functions can all be customized.

Overall, Neuro.js is a powerful and easy-to-use library that is appropriate for both beginners and advanced users who want to experiment with machine learning in the browser or Node.js.

4. Brain.js

Brain.js is a Javascript library for machine learning used for building and training neural networks in the browser or on Node.js. It comes with a simple and intuitive interface and supports a wide range of neural network architectures, including Feedforward Networks, Recurrent Networks, and Long and Short Term Memory (LSTM) Networks.

It is easy to integrate it with a wide range of development environments and platforms due to its cross-platform compatibility. Brain.js is suitable for projects that require fast and efficient training of neural networks. You can run it in any browser or Node.js environment which makes it ideal for any real-time application such as game AI, web applications, and even for apps that require low latency.

5. OpenCV.js

OpenCV.js is a Javascript port of the popular open-source computer vision and machine learning software library OpenCV. It includes a collection of powerful tools and algorithms for processing and analyzing images and video in the browser or Node.js environment.

You can handle image filtering, feature detection, object recognition, face detection, and optical flow analysis tasks using OpenCV.js. Machine learning algorithms such as decision trees, random forests, and vector machines are also supported.

OpenCV.js can be used in both client-side and server-side applications. Use its API to integrate computer vision capabilities into web applications.

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6. ML5.js

ML5.js is a high-level JavaScript library for training and using machine learning models in the browser. This library supports machine learning tasks similar to TensorFlow. ML5.js is a community-driven library and is suitable for beginners as it provides a deep understanding of fields such as ethical computing and data collection.

You can add your dependencies when working with a Node.js environment, and solve both supervised and unsupervised problems. Developers can incorporate javascript ML libraries into their projects without building models from scratch. It supports creative applications of machine learning, such as generative art, music and design.

7. WebDNN

WebDNN is an open-source deep learning framework that enables the execution of deep neural networks in the browser. It includes a cross-platform runtime engine that can run deep learning models on desktops, laptops, smartphones, and embedded devices.

One of WebDNN's key features is its ability to execute on pre-trained models like Tensorflow, Keras, and PyTorch. WebDNN also includes a set of APIs for loading and running converted deep learning models in the web browser. Another benefit of WebDNN is that it supports hardware acceleration. It can make use of hardware acceleration technologies like WebGL and WebGPU to improve the performance of deep learning models.

8. Synaptic.js

Synaptic is a lightweight and flexible JavaScript library for building neural networks. This library provides a fast and efficient implementation of neural networks. It allows you to train each specific neural network using tests such as the built-in Reber Grammar test, XOR solving, and distracted sequence recall task completion.

It is designed for users to easily create, combine, and reuse different types of neural network components. It also helps in building client-side predictive modelling and deploying models without a server. It can be used in educational settings to demonstrate the basic concepts of neural networks and machine learning.

9. Compromise

Compromise.js is a Node.js and browser-based natural language processing library. It provides a set of tools for parsing, comprehending, and manipulating English text. Similar to NLP.js, it also provides a plugin system that allows you to extend its functionality with your custom modules.

With Compromise, you can easily extract text information such as nouns, verbs, adjectives, dates, times, and addresses. Not just this, you can also carry out text operations like pluralization, capitalization, contraction or expansion. It has sentiment analysis, named entity recognition, part-of-speech tagging, and verb conjugation.

10. D3.js

D3.js stands for Data-Driven Documents. It enables developers to create dynamic and interactive web data visualizations by incorporating bar charts, line charts, scatterplots, and interactive maps. Data filtering, data binding, and data manipulation are some powerful tasks that you can accomplish with D3.js.

You can use it to create highly responsive dynamic visualizations by combining SVG (Scalable Vector Graphics) and HTML elements. D3.js also includes a variety of layout algorithms for creating more complex visualizations like hierarchical layouts and network graphs.

It is primarily used in data visualization in journalism, and for academic work.

11. Tracking.js

Tracking.js is a computer vision Javascript library that allows you to implement various CV algorithms in your browser.

It supports object and color tracking, feature detection, convolution, grayscale, image blur, and other algorithms. It is used to detect and track object faces in real-time, that too without any special hardware or software. Making it appropriate for a variety of applications, including augmented reality, motion detection, and interactive games and applications.

It also easily integrates with other machine learning and computer vision libraries like OpenCV.js and dlib.

12. ConvNet.js

ConvNet.js is a deep learning Javascript library for the browser. This ML library can solve neural networks using Javascript and supports popular network modules along with regression (L2) cost functions and classification (SVM/Softmax). It is also completely browser dependent and has no dependency on software like GPU or compilers.

This trained neural network specifies images when working with convolutional networks. It supports an experimental reinforcement learning module built on Deep Q Learning. It has fully connected layers which do not contain linearities. Making it the right machine learning library for neural network regression.

13. Danfo.js

Danfo.js is a Javascript machine learning library for web-based data analysis and manipulation. Data tools include data cleaning, transformation, and analysis, which are designed to be accessible and simple to use by developers.

It has several data structures that enable developers to interact with data in a way that is appropriate and familiar to users of well-known data analysis tools, such DataFrames and Series. It works on large datasets and can efficiently handle millions of rows, making it a data-intensive application.

14. JSFeat

JSFeat is a JavaScript Machine Learning library that provides image processing algorithms for computer vision in the browser. It is super efficient when it comes to performing tasks like feature detection, image filtering, and object recognition. Its performance is optimized for both desktop and mobile devices, and it can handle large images with high accuracy.

Real-time image processing and analysis tasks can be performed directly in the browser, with no server-side processing. JSFeat includes feature detection algorithms like ORB and FAST corner detection, and image filtering algorithms like edge detection and blur.

15. Keras.js

Keras.js enables pre-trained deep learning models to be deployed in a web browser or JavaScript environment and provides high-level APIs for building, training, and running machine learning models, similar to the Python-based Keras library. It runs efficiently in browsers with GPU support via WebGL.

This machine learning library is versatile and supports multiple deep learning models and architectures. It does bidirectional long short-term memory for Internet movie database sentiment classification. Many cabs and over-the-top service platforms like Uber and Netflix have started using Keras.js as a part of neural networking to enhance their user experience.

16. NLP.js

NLP.js is an open-source natural language processing library. It includes tools for tokenization, stemming, part-of-speech tagging, named entity recognition, sentiment analysis, and text classification. It has an API for integrating with other tools and services like voice assistants, chat platforms, and content management systems.

It uses machine learning to understand human language and create chatbots, virtual assistants, and other language-based Javascript applications. The library includes pre-trained models for a variety of languages, including English, Spanish, French, Italian, and Portuguese.

17. Mind.js

Mind.js is a Javascript machine learning library for machine learning, built on top of TensorFlow.js. It provides an interface for performing operations on arrays of data and allows developers to perform machine learning tasks like training and inference directly in the browser or on Node.js servers.

It uses matrix implementation for processing training data and uses it to make better predictions.
Mind.js is used in robotics for autonomous navigation and object recognition, in healthcare for diagnosis and treatment recommendation, and in retail for object detection in images.

18. Sigma.js

Sigma.js is a Javascript machine learning library used in web browsers to display and manipulate interactive graphs and networks. It is widely used in academic research and data journalism because it provides a flexible and powerful platform for creating visualizations of complex networks.

You can generate graph visualizations such as node-link diagrams, matrix visualizations, and force-directed layouts. It supports many interactive features, including zooming and panning, node and edge highlighting, and edge bundling. It can be combined with other web technologies such as React, Angular, and Vue.js.

19. Face-api.js

Face-api.js detects faces in images and videos and identifies various facial attributes such as gender, age, and emotion. It also includes a powerful face recognition API for recognizing and identifying individuals in images and videos. It can be used for a variety of purposes, including security and surveillance systems, social media analytics, and interactive games.

Face-api.js is notable for its speed and accuracy. It is capable of real-time image and video processing, as well as handling large datasets of faces with high accuracy. It also has an easy-to-use API for incorporating face detection and recognition capabilities into your web applications.

20. Magneta.js

Magneta.js is a Javascript machine learning library built entirely with pre-trained interference models and supports GPU acceleration. It is a Google Brain project that explores the role of machine learning in the creation of art and music. Magneta.js provides a high-level API for generating musical sequences, melodies, and more using machine learning models.

MelodyRNN, DrumsRNN, and ImprovRNN are among the pre-trained models in the library that can be used to generate music. Magenta.js also includes visualization tools for the generated music and integrates with popular music software like Ableton Live and Max/MSP. It has a wide range of applications, ranging from music production to interactive art installations.

21. Webgazer.js

Webgazer.js is an eye-tracking Javascript library that uses a webcam to infer a visitor's eye gaze. Eye tracking can be used in your web applications for a variety of purposes, including user experience research to make games and applications interactive.

It works by calibrating the user's gaze position using a simple calibration procedure that requires the user to look at a series of dots on the screen. The library, once calibrated, can track the user's gaze position with high accuracy, even if the user moves their head or the camera angle changes.

22. Wink

Wink.js is a Javascript library that can help you with various NLP tasks. It includes text-related utilities, such as string manipulation, regular expressions, and data cleaning. Its modular architecture gives developers the freedom to pick and use only libraries and functionalities that they need for the project.

Wink.js has a versatile set of powerful natural language processing (NLP) and javascript ML libraries that can be used in chatbots, sentiment analysis tools, and text classifiers.

23. MachineLearn.js

MachineLearn.js provides machine learning algorithms for SVM, linear models, decision trees, clustering, and other utilities. It is GPU accelerated and binds with native C++.

It provides APIs for running algorithms in the browser and comes with datasets like Boston, heart disease, Iris, and others.

24. Natural

Natural is a Node.js based natural language processing library that supports a wide range of operations including tokenization, stemming, tf-idf, position tagging, sentiment analysis, and spellchecks.

It is still in the testing phase until it is fully integrated with Wordnet.

Conclusion

In this article, we have shared some of the best Javascript machine learning libraries that can help you visualize data, track eye movements, and perform many other complex tasks.

So supercharge your Javascript-based project with machine learning features, with these libraries. Choose the one that meets your project requirements and get started.

Happy Coding!

This blog was originally published at Zipy.