7 Top AI Coding Assistants to use in 2024
Free tools are proprietary products that provide nearly all features to users for free. They give you the full experience of every feature, and some of them are comparable to commercial tools, particularly autocomplete. They are also types of AI coding assistance. Let’s start with the free ones. You can check out our online artificial intelligence training courses to learn more.
1.ChatGPT
ChatGPT is well-known as an AI coding assistant for creating code snippets, troubleshooting bugs, and discussing project ideas. It is quick, dependable, and offered for free to everyone. The ideal method to use ChatGPT is to provide code context or a full project description before asking technical questions. By providing context, you enable ChatGPT to generate more accurate and relevant responses, which will help you write and test your code more effectively. ChatGPT’s major objective is to assist users with their inquiries and duties, making it a great resource for both developers and learners.
2.Codeium
Codeium is the most popular tool to use if you want to improve your programming experience. It includes an AI chatbot, context-aware code generation, and other developer tools. It is secure and responds quickly, comparable to GitHub copilot. It also offers a premium alternative that grants access to the advanced GPT-4 model and other administrative capabilities. Overall, this is a decent AI coding assistance for beginners who wish to generate code quickly and accurately.
Open Source AI Coding Assistants
Prior to the release of Meta AI’s Llama models, the majority of coding assistants were proprietary, requiring users to rely on web services. This was a major worry for firms that value security and privacy.
3.GPT4ALL
GPT4ALL is an open-source chat interface that runs open-source language models locally on consumer-grade CPUs and GPUs. Simply download and install the software, and you’re set to go.
This chatbot is context-aware, which means you can give it the location of your coding project and ask AI questions to help you understand and enhance the existing code. You can also use GPT4ALL, an API service that can be integrated into your Integrated Developer Environment (IDE) with open-source extensions. GPT4ALL is a private chatbot that works with all open-source models and can operate on any machine.
4.Tabby
You can run Tabby on your local workstation via Docker, which offers an open-source and on-premises alternative to GitHub Copilot. It has numerous notable qualities, like being self-contained and without requiring a database management system or cloud service. Its OpenAPI interface enables seamless connection with current infrastructure, such as cloud IDE.
It also supports consumer-grade GPUs. The Tabby provides a huge language model server service that can be self-hosted. It also includes extensions for Visual Studio Code, Vim/NVim, and the IntelliJ Platform. To get started, follow a basic instruction that will walk you through the server setup process. After that, you may install the plugin in your VSCode and link it with the server using an API.
5.Code GPT
The CodeGPT VSCode addon is a dependable tool that helps you code more quickly by providing AI chat assistance, auto-completion, code explanation, error-checking, and much more. It also allows you to employ a variety of AI models from different sources, which improves your programming experience.
Although not an open-source tool, this addon allows you to access open-source models both online and locally. It supports Ollama and LM Studio, two private software packages that allow you to run your LLMs locally. You can connect LLM models with API keys from Google, Anthropic, Microsoft Azure, Cohere, OpenAI, Mistral, and Huggingface.
Paid AI Coding Assistants
Paid AI coding assistants are commercial products whose objectives are to increase the productivity and coding experience of developers. This is done by providing high-quality replies and code development. These smart AI-powered assistants use top-tier models like GPT-4, Claude 2, and others to provide precise and accurate assistance with a variety of programming tasks.
6.Github Copilot
GitHub Copilot is a coding AI helper that made headlines when it was released because it was the first of its kind to employ the advanced GPT-3.5 model. Its original release demonstrated excellent speed and accuracy, outpacing many other tools on the market. GitHub Copilot has improved over time, and it now provides an even better developer experience.
The most recent version of GitHub Copilot includes AI chatbot, inline chatbox, code generation, autocomplete, CLI autocomplete, and other GitHub-based capabilities to aid with code discovery and understanding.
7.Tabnine
Tabnine is the top AI coding assistant that promotes privacy, security, and compliance while speeding up and simplifying software development. In addition to code completion and debugging, it has a real-time chat component that helps you create code faster. It also generates unit tests, refactors your code, helps you comprehend it, and creates documentation. It generates code faster than most other tools out there.
Conclusion
To learn more about AI coding assignments, check out our artificial intelligence and machine learning training.
