7 ChatGPT Alternatives for Coding Programs Automatically
ChatGPT is a great AI tool for automatically generating code from human language prompts. However, it’s not focused specifically on code and may not integrate seamlessly into your workflow. Here are several options for more code-focused AI tools.
1.GitHub Copilot
GitHub Copilot is an AI assistantdeveloped by GitHub in collaboration with OpenAI. As you type, it suggests full lines of code for various programming languages. Copilot is trained on the public repositories available on GitHub.
Some key features of GitHub Copilot are:
GitHub Copilot is not free but has a 30-day free trial period. After that, you need to subscribe to an individual or a business plan to use it.
GitHub has also releasedCopilot Xwhich uses GPT4. It introduces more AI assistance like generated pull requests, context-aware conversations, automated testing, and command-line AI.
Codeium is a free AI-powered code generation tool that can generate code from natural language comments or previous code snippets.
Some of its key features are:
You can see how it works on thecodeium playground.
3.CodeWhisperer
CodeWhisperer is a code generation tool created by Amazon. Like Copilot and Codeium, it generates code suggestions based on context and comments. The main difference is that CodeWhisperer mainly focuses on supporting code for AWS services.
Some of its key features include:
CodeWhisperer is free to use for individuals but the professional tier costs $19/month per user.
Tabnine is also an automatic code generation tool that works in your IDE. It generates the code based on your previous code and also based on your comments. Some of its key features are:
Tabnine is available in three versions: free, pro, and enterprise. The free version is very limited and only provides short code completions. The enterprise version, however, has more features. you may deploy Tabnine on-premises or on a VPC and ensure your code remains private. It also has an in-IDE chat feature.
Codex is a language model developed by OpenAI that generates code in response to natural language prompts such as a problem description. This is the model that powers GitHub Copilot. Some of its key features are:
During the beta period, Codex is free to use. See how it works by typing in prompts in theJavaScript code sandbox.
6.Intellicode
Intellicode is a free AI code-generating tool for Visual Studio. It detects the context of the code and generates suggestions. Currently, it supports Python, TypeScript/JavaScript, and Java programming languages. Below are some of its key features:
Intellicode supports a very limited number of programming languages and only works in a single IDE. Using other more flexible tools discussed in this article may be better.
AskCodi provides a comprehensive tool to help developers generate code quickly. It has different apps for generating different types of code. For example, it can answer questions about frontend syntax, test cases, SQL and NoSQL queries for your database, and doc strings for your Python code. Below are its key features:
AskCodi has a free version with limited credits and a paid version with more credits.
Should You Rely on Code Generators?
AI code generators like these are very helpful in reducing the amount of code you write. However, you should not fully rely on them to write entire applications. The code they generate may not always be error-free. It’s important to thoroughly test and review the generated code before integrating it with your production code.
It’s best to think of code assistants as tools to supplement your own coding knowledge. For instance, rely on them to generate boilerplate code or when you are working with a new programming language or framework and want to learn its syntax.
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