AI has significantly impacted the evolution of software development. AI Copilot tools, in particular, have led the charge in enhancing coding efficiency and creativity.
Visual Studio Code is also a widely used code editor. It offers a wide range of code extensions and AI-powered tools. These tools help write cleaner and more efficient code, which increases productivity and simplifies workflows.
This article by AI For Developers explores the top 7 AI Copilot tools developers should consider integrating into their Visual Studio Code setup.
1. GitHub Copilot
GitHub Copilot Overview
GitHub Copilot stands out as an exceptional AI pair programmer. It generates code suggestions in real-time. These suggestions are based on natural language comments or from the code you start writing.
GitHub Copilot Key Features:
- Auto-completes code snippets.
- Supports a multitude of languages and frameworks.
- Learns from the billions of lines of open source code available on GitHub.
Why Use GitHub Copilot
GitHub Copilot is ideal for accelerating development tasks and learning best coding practices. It is also excellent for accelerating development tasks and learning the best coding practices.
It helps developers quickly write functional code while improving their understanding of industry-standard approaches.
Simply put, GitHub Copilot can reduce the time spent on repetitive coding tasks! It allows developers to focus on more complex problem-solving.
Facts about GitHub Copilot Visual Studio Plugin
Installs | 891,000 |
Publisher | Github |
Release Date | 12/25/2022 |
Last Updated | 2/9/2024 |
Tagline | Get Code Suggestions in real-time, right in your IDE |
Official Description | GitHub Copilot provides autocomplete-style suggestions from an AI pair programmer as you code. You can receive suggestions from GitHub Copilot by starting to write the code you want to use, or by writing a natural language comment describing what you want the code to do. |
Reviews | 2.5 stars |
2. IntelliCode
IntelliCode Overview
IntelliCode provides intelligent code completions using machine learning algorithms. These algorithms are based on patterns learned from thousands of open-source projects.
So, IntelliCode relies on this knowledge to adapt to your coding style.
It also offers context-aware suggestions tailored to your specific codebase.
IntelliCode Key Features
- IntelliCode offers recommendations for code quality improvements.
- IntelliCode predicts the most likely correct API usage.
Why Use IntelliCode
IntelliCode enhances productivity by reducing time spent on routine coding tasks. It’s considered one of the best VSCode AI extensions for improving coding style and accuracy.
Some Facts about IntelliCode Visual Studio Plugin
Installs | 40,237,663 |
Publisher | Microsoft |
Release Date | 7/24/2018 |
Last Updated | 3/14/2024 |
Tagline | Visual Studio IntelliCode brings AI assistance directly into your personal development flow. |
Official Description | IntelliCode helps you drive accuracy and consistency with code completion that can fill in a whole line at once. The AI detects your code context—including variable names, functions, and the type of code you’re writing—to give you the best suggestions. Even better: IntelliCode runs on your machine, ensuring your private code stays private. |
Reviews | 4.5 stars |
3. Tabnine
Tabnine Overview
Tabnine leverages deep learning to offer intelligent code completion suggestions, reducing development time and increasing efficiency. It supports over 20 programming languages, including Python, Java, and JavaScript.
Tabnine also integrates with popular IDEs like Visual Studio Code and IntelliJ IDEA. Additionally, its cloud model provides even more advanced suggestions by processing larger datasets, while the local model ensures privacy for smaller projects
Tabnine Key Features
- Whole-line code completions.
- Supports private and public repositories.
Why Use Tabnine
Tabnine is a great VSCode AI tool for developers who are looking for extensive language and framework support. It also integrates well as a VSCode AI extension.
Some Facts about Tabnine Visual Studio Plugin
Installs | 7,179,796 |
Publisher | Tabnine |
Release Date | 9/30/2018 |
Last Updated | 3/14/2024 |
Tagline | AI Autocomplete & Chat for Javascript, Python, Typescript, PHP, Go, Java & more |
Official Description | Tabnine is an AI code assistant that makes you a better developer. Tabnine will increase your development velocity with real-time code completions, chat, and code generation in all the most popular coding languages and IDEs. |
Reviews | 4 stars |
4. CodeGeeX
CodeGeeX Overview
CodeGeeX has been upgraded to the innovative CodeGeeX2-6B model, with enhanced and intelligent programming capabilities. This advanced version offers AI Generator features, such as code generation, code completion, comment creation, and language translation.
It also includes AI-driven chat and supports a wide range of programming languages. These features help boost developer productivity.
CodeGeeX Key Features
- Code translation
- Automated code generation with stealth
- Interactive modes for efficient coding in Visual Studio Code.
- Versatile AI chatbot for development queries
- Automatic comment generation
Why Use CodeGeeX
As one of the top Visual Studio Code AI extensions, CodeGeeX boosts productivity with its vast language model support and ability to generate unit tests.
Some Facts about CodeGeex Visual Studio Plugin
Installs | 399,241 |
Publisher | Tabnine |
Release Date | 9/18/2022 |
Last Updated | 3/18/2024 |
Tagline | AI Code AutoComplete, Chat, Auto Comment |
Official Description | CodeGeeX is an AI-based coding assistant, which can suggest code in the current or following lines. It is powered by a large-scale multilingual code generation model with 13 billion parameters, pretrained on a large code corpus of more than 20 programming languages. |
Reviews | 4.5 stars |
5. Sourcery
Sourcery Overview
Sourcery focuses on Python development. It offers AI-powered refactorings to improve code quality automatically.
Sourcery Key Features
- Instantly refactors code for improved performance and readability.
- Integrates directly into the code editor.
Why Use Sourcery
Sourcery is best for Python developers, enhancing code quality while adhering to coding best practices. Sourcery is a vital VSCode AI copilot tool for Python developers.
Check out Sourcery and their visual studio code plugin
Some Facts About Sourcey Visual Studio Plugin
Installs | 382,473 |
Publisher | Sourcery.ai |
Release Date | 2/25/2020 |
Last Updated | 12/21/2023 |
Tagline | Refactor Python instantly with Sourcery |
Official Description | Sourcery is the pair programmer who will help you improve your code. It reviews and improves your code automatically so you can spend more time focused on writing new code and less time cleaning things up. |
Reviews | 4.5 stars |
6. CodeGPT
CodeGPT Overview
CodeGPT leverages OpenAI’s GPT models and offers advanced code completion and suggestion capabilities directly within Visual Studio Code.
CodeGPT Key Features
- Supports an extensive range of programming languages.
- Integrates seamlessly with Visual Studio Code.
Why Use CodeGPT
It’s among the best AI for VSCode, providing developers with cutting-edge code generation capabilities, making it an essential VSCode AI extension. Learn more about CodeGPT.
Some Facts About CodeGPT Plugin for VSCode:
Installs | 1,126,928 |
Publisher | Codegpt.co |
Release Date | 12/25/2022 |
Last Updated | 3/7/2024 |
Tagline | Easily Connect to Top AI Providers Using Their Official APIs in VSCode |
Official Description | CodeGPT extension is your pair-programming partner, helping you code more efficiently. It offers AI chat assistance, auto-completion, code explanation, error-checking, and much more. This extension also enables the use of various AI models from different providers, enhancing your coding experience. |
Reviews | 4 stars |
7. ChatGPT for VSCode
ChatGPT for VSCode Overview
ChatGPT for VSCode integrates OpenAI’s ChatGPT directly into Visual Studio Code. It allows developers to generate code, receive explanations, and debug code through conversation.
ChatGPT for VSCode Key Features
- Natural language code generation and explanations
- Supports GPT-3.5, GPT-3, and Codex models
Why Use ChatGPT for VSCode
It is excellent for those who prefer conversational AI interactions to streamline their coding process. Discover ChatGPT for VSCode.
Final Thoughts
Integrating AI Copilot tools into Visual Studio Code 2024 marks a significant leap forward in software development.
It offers unprecedented support in code completion, debugging, and learning. The top 10 AI Copilot tools highlighted above transform how developers approach coding tasks.
It makes the development process more efficient, enjoyable, and innovative.
Key Takeaways:
- AI Copilot tools enhance coding efficiency and innovation.
- The diversity of tools available caters to a wide range of programming languages and developer needs.
- The future of coding is increasingly AI-assisted, with tools like these leading the charge.
By leveraging these AI Copilot tools, developers can speed up their coding tasks, improve code quality, and embrace the latest advancements in AI technology.
Definitely it is helpful to stay ahead in the rapidly evolving software development landscape.
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