AI tools are significantly enhancing the efficiency of programming tasks, thanks to the progressively improving accuracy of AI-generated code. The seamless blend of code generation and enhanced precision in accuracy has sparked discussions about the potential future substitution of human programmers by AI.
Despite reservations surrounding the idea of AI-driven code generation, it’s crucial to acknowledge that its primary benefit lies in accelerating the creation of exceptionally precise code.
International Data Corporation (IDC) Worldwide reveals that the global expenditure on AI will touch $154 billion by 2023, implying its growing implementation across industries.
Let us explore some of the leading and free AI programming tools to enhance assistance for your complex coding tasks!
1) CodeT5:
CodeT5 is an identifier-aware type integrated encoder-decoder model that is pre-trained to boost the performance of your code-centric tasks. It helps you streamline tasks like code defect identification and clone detection. Also, it easily generates various tasks, including NL-PL, PL-NL, and PL-PL.
Its text-to-code generation capability helps to generate code according to the natural language specification. You can use its code auto-completion feature that accomplishes the code’s entire function based on the input target function name. The code summarisation feature generates the summary of a function in the natural language specification. These three capabilities help software programmers streamline most of their tasks with ease
2) OpenAI Codex:
Based on GPT-3, OpenAI Codex is a natural language-to-code platform. Simply input your instructions in English, and the tool generates them into a myriad of renowned coding languages. Specifically, it can write codes in PHP, JavaScript, Swift, Ruby, Perl, TypeScript, Go, BASH, etc.
What makes OpenAI stand apart from its competitors is that it uses OpenAI API to power 70 applications across various use cases. This tool is developed to simplify the burden of software developers and programmers and boost their work productivity.
GitHub Copilot is one of the best applications using Codex. It is an AI pair programmer who provides suggestions for your input codes or whole functions within the code editor.
Replit is also a renowned programming platform by OpenAI Codex. It allows users to code live on any project, irrespective of the programming language. Moreover, it lets users learn more about coding and share their codes among a community of builders and learners.
3) sourceai.dev:
sourceai.dev tool quickly generates code based on your input and continuously learns from the new code samples. It is powered by Codex and GPT-3, two of the most advanced and efficient AI tools. As long as a user thoroughly describes their input, the tool manages to generate the best outcome. It can generate codes in over 10 programming languages, including Javascript, PHP, Python, Curl, CSS, HTML, etc.
4) Polycoder:
Polycoder is one of the foremost open-source code generation models. It accepts a set of input files and outputs the relevant code in your preferred programming language. It considerably saves a programmer’s time.
Based on OpenAI’s GPT-2 language model, which is pre-trained on a database consisting of 249 GB of code, Polycode supports 12 programming languages.
Several research labs like Alphabet-backed DeepMind and OpenAI have developed efficient code-generating AI tools. However, many of them aren’t open-source. To fix this limitation, researchers at Carnegie Mellon University developed PolyCoder. Researchers allege that PolyCoder can write in C language with higher accuracy than all prevalent AI code-generating models. You can access Polycoder for free on GitHub.
5) Kite:
This free AI programming tool supports 16+ programming languages and 16 code editors. Primarily, it was developed to work with Python. It uses machine learning capability to achieve real-time code completion. It is frequently updated to ensure reliability and affordability for programmers.
If you want to access premium features like refactoring tools and advanced code analysis, you can go for its paid subscription. A full-time coder may need a license to use all the features of Kite.
6) Tabnine:
Tabnine is well-known as a secure, private, and compliant AI assistant that maintains code security and accelerates delivery. It effectively remodels as per your codebase without revealing your code. It blends universal knowledge and your coding practices to boost your team’s efficiency.
It employs deep learning techniques to offer various suggestions for code completion. Tabnine can suggest entire function completion based on your function declaration. Moreover, it generates code according to natural language comments.
One of its key features is Tabnine Chat. It studies your entire codebase, Stack Overflow Q&A, and acceptable open-source code. Subsequently, it answers your prompts and generates code in your IDE.
Tabnine is known to generate nearly 30% of code for users globally. It eliminates iterative coding tasks to expedite your software delivery practice. Hence, it can ultimately boost your team’s efficiency.
7) Cogram:
Using the programming capabilities of Cogram helps you to automate downstream projects and easily track action items. It keeps an eye on your data privacy and security. It is an AI SQL editor that can perfectly translate your input language to the SQL code.
It benefits programmers with accurate code suggestions by accepting input codebase and suggesting identical pieces of code to solve the problem. It significantly saves programmers time since they don’t need to review the available codes to discover their requirements.
These free AI tools guarantee higher code accuracy than that by human programmers. Appropriately using the prompts in these tools benefits programmers to get the desired outcomes in less time.
Willing to further explore the broad horizons of AI? Well, you can pursue Artificial Intelligence (AI): Your Imagination with AI course provided by Eduonix Learning Solutions. It teaches you key concepts of AI, including deep learning, machine learning, types of artificial intelligence, Natural Language Processing (NLP), and neural networks to keep up with the changing tech landscape!
