Posted At: May 31, 2024 - 205 Views
Can You Really Code with AI Tools?
Absolutely! AI tools aren’t just a novelty—they're powerful allies in your coding journey. They can boost your productivity, enhance accuracy, and help you breeze through your tasks.
AI code refers to code written by artificial intelligence, often utilizing large language models (LLMs). These AI programs can write their own code, translate between programming languages, auto-generate documentation, and quickly find useful code snippets. Pretty neat, right?
Top AI Code Generators for 2024
Let's take a look at some of the top AI code generators making waves in the tech world.
OpenAI Codex is a big player in the AI coding arena. It’s built on OpenAI's advanced LLMs, GPT-3 and GPT-4, and can handle more than a dozen programming languages. While Codex models are now deprecated, the new Chat models from OpenAI are here to take their place with similar capabilities
2. Copilot by GitHub
Powered by OpenAI Codex, GitHub Copilot is a favorite among developers. It helps you write code faster and even suggests fixes for your errors. You can get started with GitHub Copilot by installing one of its extensions in your preferred development environment.
Price: $10-$19 per month (free for verified students, teachers, and open-source project maintainers).
OpenAI’s ChatGPT is not just for chat—it’s also a fantastic tool for coding. It understands and writes code, explains complex snippets, and even assists in debugging. Just be aware that, like any AI tool, it’s not perfect and can sometimes introduce bugs.
Price: Free or $20/month for GPT Plus.
AlphaCode from DeepMind is making headlines by outperforming many human coders in competitions. It’s an impressive tool, although it’s not yet publicly available.
5. Tabnine
Tabnine offers smart code completion using deep learning. It supports multiple programming languages and is used by tech giants like Facebook and Google.
Price: Plans start from $12/month per seat.
6. CodeT5
CodeT5 is an open-source AI code generator that promises reliable and bug-free code. It supports several programming languages and offers both online and offline versions for data security.
Price: Free.
7. Polycoder
Polycoder is another open-source alternative to OpenAI Codex, trained on a massive codebase across multiple languages. It’s known for generating code quickly and efficiently.
Price: Free.
DeepCode is a cloud-based AI code analysis tool that automatically scans your codebase for bugs and vulnerabilities. It’s praised for its accurate detection capabilities.
9. AskCodi
AskCodi provides a suite of development tools to help you build projects faster with fewer mistakes. It’s great for both web and mobile app development.
Price: Plans start from $7.99/month per seat.
10. Codiga
Codiga ensures your code is secure and efficient with real-time testing for vulnerabilities. It also offers an auto-fixer to quickly address any issues.
Price: Plans start from $14/month per seat.
11. Visual Studio IntelliCode
Microsoft’s Visual Studio IntelliCode offers AI-assisted development, providing smarter code completions and reducing debugging time.
Price: Starts from $45/month.
12. PyCharm
PyCharm by JetBrains is a robust AI code completion tool that supports various languages. It’s highly accurate and helps reduce the time spent on coding tasks.
Price: Starts from $24.90/month per seat.
13. Cody (Sourcegraph)
Cody is Sourcegraph’s AI assistant, understanding your entire codebase and providing detailed explanations, query responses, and issue fixes.
Price: Free for personal use, professional use starts at $5k/year.
14. CodeWhisperer (Amazon)
Amazon’s CodeWhisperer offers real-time, AI-driven code suggestions and helps you find open-source code matches. It also scans for security vulnerabilities.
Price: Free for personal use, $19/month for professional use.
15. Bard (Google)
Google Bard helps with various programming tasks and supports over 20 languages. It’s especially handy for exporting Python code to Google Colab.
Price: Free.
16. Code Llama (Meta)
Meta’s Code Llama specializes in coding with models tailored for different needs. It supports extensive token inputs and offers improvements for coding tasks.
Price: Model weights and training recipes available on GitHub.
Up to You Now!
There you have it! These AI tools can transform your development process, making you more efficient and effective. While they’re not perfect and can’t replace human developers, they’re fantastic aids in speeding up your workflow.
Summary & FAQ:
1. What are AI coding tools?
AI coding tools are software applications that use artificial intelligence to assist in writing, analyzing, and debugging code. These tools leverage large language models (LLMs) to write code, translate between programming languages, auto-generate documentation, and quickly find useful code snippets.
2. Can you really code with AI tools?
Absolutely! AI tools are powerful allies in your coding journey. They can significantly boost your productivity, enhance accuracy, and help you complete tasks more efficiently.
3. What is AI code?
AI code refers to code written by artificial intelligence programs. These programs often use large language models (LLMs) to generate, translate, and optimize code. They can also auto-generate documentation and find useful code snippets.
4. What are some of the top AI code generators in 2024?
Some of the top AI code generators in 2024 include:
1. OpenAI Codex
2. Copilot by GitHub
3. ChatGPT (GPT-3/4)
4. AlphaCode by DeepMind
5. Tabnine
6. CodeT5
7. Polycoder
8. DeepCode
9. AskCodi
10. Codiga
11. Visual Studio IntelliCode
12. PyCharm
13. Cody (Sourcegraph)
14. CodeWhisperer (Amazon)
15. Bard (Google)
16. Code Llama (Meta)
5. How much do these AI coding tools cost?
The pricing varies among different AI coding tools. Here are some examples:
1. GitHub Copilot: $10-$19 per month (free for verified students, teachers, and open-source project maintainers).
2. ChatGPT: Free or $20/month for GPT Plus.
3. Tabnine: Plans start from $12/month per seat.
4. AskCodi: Plans start from $7.99/month per seat.
5. Codiga: Plans start from $14/month per seat.
6. Visual Studio IntelliCode: Starts from $45/month.
7. PyCharm: Starts from $24.90/month per seat.
8. Cody (Sourcegraph): Free for personal use, professional use starts at $5k/year.
9. CodeWhisperer (Amazon): Free for personal use, $19/month for professional use.
6. Are there any free AI coding tools available?
Yes, several AI coding tools offer free versions or open-source alternatives. Some examples include:
1. ChatGPT: Free version available.
2. CodeT5: Free.
3. Polycoder: Free.
4. DeepCode: Some features are free.
5. Cody (Sourcegraph): Free for personal use.
6. Bard (Google): Free.
7. Code Llama (Meta): Model weights and training recipes available on GitHub for free.
Can AI coding tools replace human developers?
While AI coding tools are fantastic aids in speeding up the development process and improving code quality, they are not perfect and cannot fully replace human developers. They can, however, significantly enhance a developer's productivity and efficiency by handling repetitive tasks and providing intelligent suggestions.
