6 Alternatives to ChatGPT for Automatically Coding Programs
ChatGPT is an exceptional AI tool for automatically generating code from human language inputs. It is not code-centric and may not integrate well with your current process. Several AI tools with a higher emphasis on coding are presented below.
1) GitHub Copilot
GitHub Copilot is an AI assistant created collaboratively by GitHub and OpenAI. While you type, it offers whole lines of code for several programming languages. Copilot has been trained on the public repositories on GitHub.
Among the most important GitHub Copilot features are:
It analyses your code and recommends contextual code fragments. It can recommend variable and function names together with complete lines of code.
It can generate code based on comments written in natural language.
It supports numerous programming languages, including Python, JavaScript, TypeScript, Ruby, Go, PHP, C++, C#, Java, HTML, CSS, SQL, and Shell.
It is an extension for the JetBrains family of integrated programming environments, Visual Studio Code (VS Code), Visual Studio, Neovim, and Visual Studio Code (VS Code) (IDEs).
GitHub copilot is not free, although a 60-day free trial is available. To continue using the service, you must subscribe to a personal or business plan.
2) Codeium
Codeium is a free, artificial intelligence-driven application for producing code from natural language comments or existing code fragments.
Among its essential traits are:
It supports over forty programming languages, including C++, Go, Java, JavaScript, Rust, Python, PHP, and others.
Trained using a massive dataset of open-source code.
Integrates with popular IDEs including VS Code, JetBrains, Jupyter/Colab Notebooks, Neovim, Emacs, and VSCode Online IDEs including Gitpod.
Codeium enables test-driven development by providing test cases automatically.
Codeium can search for and integrate API endpoints into your code based on the context and comments you provide.
The enterprise plan enables enterprises to deploy codeium on their own servers or in the cloud while keeping the secrecy of their code.
3) CodeWhisperer
CodeWhisperer is a tool designed by Amazon for producing code. Similar to Copilot and Codeium, it provides code suggestions based on context and comments. CodeWhisperer primarily supports code for Amazon services, although Amazon’s AWS CodeCommit does not.
Among its essential attributes are:
Compatibility with modern IDEs such as Visual Studio Code via the AWS Toolkit for Visual Studio Code and JetBrains via the AWS Toolkit for Jetbrains, as well as the AWS Lambda console and Amazon Cloud9
The process of identifying and highlighting security issues in your code.
Option to prevent CodeWhisperer from sharing your data with Amazon Web Services.
Both Amazon’s proprietary and open-source code are covered in training.
Support for Java, JavaScript, Python, C#, and TypeScript.
During the preview period, CodeWhisperer is free to use.
4) Tabnine
Tabnine is also an integrated IDE tool for generating code automatically. It generates code from existing code and comments. Among its essential traits are:
There are support for over 30 programming languages, including JavaScript, Python, TypeScript, Rust, Go, and Bash.
You may host and train your own AI model with the pro edition, guaranteeing that your code remains yours.
Depending on compliance and security requirements, availability on-premises or in the cloud.
Unit test production (only available in beta as of writing).
Compatibility with industry-leading integrated development environments (IDEs) like VS Code, Neovim, Rider, and Android Studio.
Tabnine is available in both a free and a paid version. The free edition gives only fundamental code completions.
5) Codex
OpenAI’s Codex language model generates code in response to natural language inputs, such as an issue description. This is the model around which GitHub Copilot is built. Among its essential traits are:
It supports a wide variety of languages, including Python, JavaScript, Java, and C++.
It has been trained on both natural language and billions of lines of code.
It is accessible via the OpenAI Codex API, allowing developers to integrate it into their own applications and processes.
During the beta phase, using Codex is free. By entering prompts into the sandbox for JavaScript code, its operation can be demonstrated.
6) Intellicode
Intellicode is a free Visual Studio extension that produces Intelligent code. It analyses the context of the code and generates recommendations. At present, Python, TypeScript/JavaScript, and Java are supported. Listed below are some of its key characteristics:
It has been trained on GitHub projects with high star ratings.
It offers API usage examples for over 100k APIs.
It only works with the Visual Studio IDE.
Intellicode only supports a handful of programming languages and functions within a single integrated development environment (IDE).
Leave a Reply