AI technologies are revolutionizing programming, as AI-generated code becomes more accurate. This article discusses AI tools like OpenAI Codex, Tabnine, CodeT5, Polycoder, and others that are transforming how programmers create code. These tools support various languages and environments, empowering developers to write better code more efficiently.
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Top Artificial Intelligence (AI) Tools That Can Generate Code To Help Programmers (2024)
The world of programming is evolving thanks to AI technologies. It is just a matter of time until artificial intelligence entirely replaces human programmers since AI-generated code is getting more accurate.
Some could see this negatively, while others think AI will speed up the process of writing better code. In this article, we’ll talk about some of the AI tools that are presently accessible to programmers and examine how they’re affecting how we create code.
OpenAI Codex
GitHub Copilot, a tool from GitHub to produce code inside common development environments such as Neovim, VS Code, JetBrains, and even in the cloud with GitHub Codespaces, is powered by OpenAI Codex, a model based on GPT-3. It claims it can write code in at least 12 different languages, including BASH, JavaScript, Go, Perl, PHP, Ruby, Swift, and TypeScript. The algorithm is trained on trillions of lines of publicly accessible code from places like GitHub repositories.
Tabnine
Although Tabnine is not an end-to-end code generator, it amps up the integrated development environment’s (IDE) auto-completion capability. More than 20 languages and 15 editors are supported by Tabnine, including well-known IDEs like VS Code, IntelliJ, Android Studio, and even Vim. A team of three developers may get it for $432 a year.
CodeT5
Researchers at SalesForce created the open-source programming language paradigm known as CodeT5. The T5 (Text-to-Text Transfer Transformer) framework from Google is its foundation. The researchers used approximately 8.35 million instances of code, together with user comments, from openly available GitHub projects to train CodeT5.
Polycoder
OpenAI’s Codex has a competition in the form of a Polycoder. The model, created by scientists at Carnegie Mellon University, is based on OpenAI’s GPT-2, which was trained using a 249 GB codebase developed in 12 different programming languages.
Cogram
Cogram is a startup from Berlin’s Y-Combinator incubator that creates code for data scientists and Python programmers using Jupyter Notebooks and SQL queries. English-language queries may be written by data scientists and converted by the tool into sophisticated SQL queries with joins and grouping.
GitHub Copilot
An AI tool called GitHub Copilot may assist you in producing better code. It can create code for you and aid in your comprehension of other people’s code. GPT-3 and OpenAI Codex power Github Copilot.
DeepCode
DeepCode is a code review tool powered by AI that examines your code and makes suggestions for improving it. Code completion, refactoring, and lining are among its many capabilities.
Kite
For Python, Kite is a free AI-powered code completion tool. You will get real-time code completions thanks to machine learning.
CodeWP
The WordPress code generator CodeWP was created by Isotropic, which is who we are. This platform offers JS and PHP support and settings tailored to well-known plugins like WooCommerce and major page builders.
AskCodi
AskCodi is a comprehensive toolkit that uses AI to assist programmers and developers in creating more quickly. It has a variety of settings, ranging from producing code in several languages to making documentation using already written code.
Codiga
Codiga is a tool for static code analysis that works with many different platforms, IDEs, and other programs. It is a product that focuses largely on security and allows for real-time automatic code correction.
Visual Studio IntelliCode
Microsoft’s IntelliCode is a product that allows AI-assisted coding. It is pre-integrated with Visual Studio, a Microsoft IDE.
PyCharm
Utilize PyCharm, an integrated programming environment designed specifically for Python programmers.
AIXcoder
AI technology handles your codes so you may utilize your brains to address more difficult and important issues. An intelligent programming pair for your development team is called AIXcoder.
Ponicode
Do you want to create software that is free of errors and deliver it on time? Then, it’s time to use Ponicode to empower your team.
Jedi
Another open-source option on this list of AI code completion solutions is Jedi. It is mostly a plugin for Python static analysis tools for IDEs and editors.
Wing Pro
You should use the clever editor Wing Pro to quickly code in Python. This editor examines static and dynamic code to provide excellent, context-relevant recommendations.
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