Rapid advances in generative AI technologies have fueled interest and growth in code generation applications. These technologies use machine learning algorithms and natural language to help developers automate the time-consuming and tedious coding process. They help developers create better and more efficient code by automating repetitive code segments.
Let’s take a look at some of the top-performing AI tools in the code generation space:
Tabnin is an AI-powered code completion tool to predict and suggest next lines of code based on context and syntax. JavaScript, Python, TypeScript, Rust, Go and Bash are some of the programming languages it supports. It can also be integrated with popular code editors like VS Code, IntelliJ, Sublime and others.
Embrace Face is a platform that provides free AI tools for code generation and natural language processing. The GPT-3 model is used for code generation tasks including auto-completion and text summarization.
Codasi is a code quality tool that uses AI to review code and find errors. This software provides instant feedback to developers and helps them make the most of their coding skills. It allows seamless integration across multiple platforms like Slack, Jira, GitHub, etc. and supports multiple programming languages.
OpenAI and GitHub collaborate to create GitHub Copilot, an AI-powered code completion tool. As programmers type code in their code editor of choice, it uses OpenAI’s Codex to provide code snippets. GitHub Copilot turns natural language queries into coding suggestions in dozens of languages.
Replit is a cloud-based IDE that helps developers write, test, and deploy code. It supports many programming languages including Python, JavaScript, Ruby, C++. It also includes several templates and starter projects to help users get started quickly.
Dynamic AI provides an AI-powered code completion tool that helps developers save time. It allows users to teach AI to edit code directly and delivers production-quality code with one click. It is also introducing an automated test generation feature that allows users to automatically generate unit tests using AI and metaprogramming.
By letting AI create their code documentation, Mintify allows developers to save time and optimize their code bases. It is compatible with widely used programming languages and easily integrates with major code editors such as VS Code and IntelliJ.
Debuild is a web-based platform that generates code for creating websites and online applications using artificial intelligence. Users can build unique websites using the drag-and-drop interface without knowing how to code. It also offers collaboration features for teams to work together on website projects.
Lokofi users can convert their designs into front-end code for production-ready mobile and web apps. Figma and Adobe XD can convert their designs to React, React Native, HTML/CSS, Gatsby, Next.js and more.
Durable offers an AI website builder that creates an entire website with photos and renders in seconds. It automatically determines the location of the user and creates a unique website based on the exact nature of their business. It is a user-friendly platform that requires no coding or technical knowledge.
Anima is a design-to-code platform that allows designers to produce high-fidelity animations and prototypes from their design software. The platform allows designers to create interactive prototypes by integrating with popular design tools such as Sketch, Adobe XD and Figma.
CodeComplete is a software development tool that provides code browsing, analysis, and editing functionality for several programming languages, including Java, C++, Python, and others. The tool provides capabilities including code highlighting, code editing, code completion, and code suggestions to help developers create high-quality, efficient, and maintainable code.
Metabob is a static code inspection tool for developers that uses artificial intelligence to find and solve hidden problems before compiling code. Provides practical insights into project code quality and reliability. It is accessible on VS Code, GitHub and other sites and is compatible with many common programming languages.
Software engineers can easily access and share code using Bloop. Bloop understands the user’s code base and covers difficult topics, and explains the purpose of the code while responding to natural language questions.
The.com is a platform for highly automating websites and web pages. Businesses use The.com to add thousands of pages to their websites each month, increasing their web presence and accelerating their growth.
Kodis can convert it into production-friendly Flutter code using their Figma plugin. Kodis enables engineering teams and developers to quickly turn designs into repeatable Flutter components, speeding up and reducing the cost of app development.
aiXcoder is an AI-powered coding assistance tool that helps programmers code better and faster. Using natural language processing and machine learning techniques, it understands the syntax of the code and provides intelligent suggestions for code completion.
Developers can convert their designs into developer-friendly code for mobile and web applications using the DhiWise programming platform. DhiWise automates the application development lifecycle and instantly generates readable, modular and reusable code.
Warp improves the command line interface, turning the terminal into a true platform to support engineering workflows, making it more natural and collaborative for modern engineers and teams. Like GitHub Copilot, the GPT-3-powered AI search converts natural language into shell commands that can be executed in a terminal.
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Consultant International: Currently in her third year of B.Tech from Indian Institute of Technology (IIT), Goa. She is a ML enthusiast and has a keen interest in data science. She is an excellent student and tries to stay abreast of the latest developments in artificial intelligence.
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