A question that you may have encountered a lot these days is, is it possible to program using artificial intelligence? The answer is yes!
Using AI coding tools is becoming the standard coding method for many programmers. The use of artificial intelligence tools in coding is not only possible but also significantly increases productivity and accuracy.
In this article, after a detailed definition of AI code, you will learn about some of the best artificial intelligence tools for high-quality coding.
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Introducing 9 artificial intelligence tools for programming
Artificial intelligence code (AI CODE) is code written with tools equipped with artificial intelligence. AI programs can write their code or even translate one programming language into another. Also, they do things like helping to automatically generate documents (Documentation or documents that are used as code guides) and finding code fragments (snippets) faster.
With that introduction, let’s take a look at some of the best AI code generators.
1. OpenAI Codex
The OpenAI Codex is the most prominent AI programming toolkit available. This tool is built on OpenAI’s LLMs (GPT-3 and GPT-4) and trained on billions of lines of code. This tool is fluent in more than twelve programming languages.
LLM stands for Large Language Models, which refers to large and advanced language models. These models are designed to process and produce text in natural language (i.e. human language) using artificial intelligence and machine learning.
The difference between this tool and other artificial intelligence tools is that the coder does not need to write code. The programmer writes what he wants in his language, not codes, and the tool executes it.
Copilot uses code made publicly available through GitHub repositories so that users can access large datasets and quickly implement correct and executable code. This tool identifies errors in the code and suggests changes. A developer can use GitHub Copilot by installing one of the plugins available in his favorite programming environment.
This tool is freely accessible to students, teachers, and managers of popular open-source projects. But others have to buy its subscription which is between 10 and 19 dollars.
ChatGPT is one of the products of OpenAI Company, which has become very popular due to its special features. Using transformers, ChatGPT can understand the text and respond in a very human-like way. This chatbot has a wide range of answers and is even able to generate code.
However, as with other artificial intelligence tools, the code generated with ChatGPT may have bugs. It may not work properly or may contain vulnerabilities that allow hackers to penetrate the system. As mentioned, AI tools cannot replace human programmers yet. Even if they are very capable of increasing the speed of processes.
GPT-4 is OpenAI’s latest artificial intelligence model, a multimodal tool. This tool has been very successful in programming tasks. It can understand and explain code and write new code and outperform existing models in Python coding tasks. Of course, despite the ability to perform complex tasks, the code generated with it has limitations such as reasoning errors and security vulnerabilities.
The cost of using this chatbot is free. If you want to use GPT Plus, you have to pay a $20 subscription.
AlphaCode is another AI-based code generator powered by Google DeepMind. And it gives developers access to source code from libraries of different languages. Using AlphaCode, developers can take advantage of thousands of pre-made libraries and use third-party APIs quickly and easily. AlphaCode is not yet available to the public and has only been made available to some startups.
Tabnine is an AI code completion tool that uses deep learning algorithms to provide users with intelligent code completion capabilities. Tabnine supports multiple programming languages including Java, Python, C++, etc. This tool is available as open source and is used by leading tech companies like Facebook and Google. Paid plans for this tool start at $12 per month per person.
CodeT5 is a tool that helps programmers generate code using artificial intelligence. This tool is available as open source. That is, its source code is generally available to programmers and they can use it for their projects. CodeT5 helps developers quickly and easily create reliable and bug-free code for their projects.
Polycoder is an open-source alternative to the OpenAI Codex, taught in twelve programming languages on a 249GB codebase. Using Polycoder, users can generate code for web applications, machine learning, natural language processing, and other applications. Polycoder is famous among programmers for its ability to generate code quickly.
Polycoder is available for free.
WPCode is an AI-based WordPress code generator developed by Isotropic. This tool works for both developers and non-professional WordPress users. And it allows them to quickly produce high-quality code snippets.
WPCode supports various programming languages such as HTML, CSS, Java, and Python. This tool is equipped with AI assistants that help users to improve their codes. It also suggests better solutions for coding problems. Subscriptions for this tool start at $49.