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15 Best AI Code Generators Feature Image Compressify.io 1

15 Best AI Code Generators in 2024

November 7, 2023

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Artificial intelligence has influenced many fields, including coding and development. One of the most exciting applications of AI lies in code generation. Here, algorithms are trained to write and optimize software autonomously. This drastically reduces development time and effort. 

As we’re nearing the end of 2024, the AI code generation landscape has seen remarkable advancements, paving the way for a new era of software engineering. There are software and tools that help developers and programmers to write and enhance their code. This, in turn, streamlines the coding workflow, leading to better results.  

This blog will discuss the 15 best AI code generators to help you learn and enhance your programming/coding skills. 

What are AI Code Generators?

AI code generators are software tools or platforms that use artificial intelligence (AI) to generate or assist in code generation for various applications automatically. 

These tools use machine learning models, natural language processing, and other AI techniques to understand programming languages and generate code snippets, functions, and even entire programs.

Why use AI Code Generators?

AI code generators simplify coding and programming processes, making them valuable tools for developers. They offer a range of features that enhance development, including

  • Automated Code Writing: AI code generators can produce code from simple calculations to complex problems. 
  • Assistance in Coding: These tools can boost productivity and reduce errors by providing real-time suggestions and completions during coding. Some AI code generators allow you to embed them into your existing workflow, thus acting as a real-time coding assistant. 
  • Code Optimization: Some advanced code generators write and optimize code for performance, readability, and efficiency.
  • Bug Detection and Fixing: The generators have features to detect and suggest fixes for common programming errors and bugs. They automate bug detection and provide real-time fixing suggestions. 
  • Learning and Adaptation: The code generators learn from patterns in existing codebases, adapting their suggestions and generation based on the context.
  • Domain-Specific Applications: Certain AI code generators specialize in specific domains or industries, such as web development, data science, or game development.

 

These above-mentioned pointers are the benefits of using AI code generators. Now, which are the best AI code generators?

15 Best AI Code Generators in 2024

1. Open AI Codex

Open AI Codex is a robust API that uses artificial intelligence to generate code. It can read natural language and create executable code snippets, fix coding errors, and enhance your code. All you need to do in the open AI playground is give a plain English command to generate code for you. Although the tool is most proficient in Python, it can also work with over a dozen other languages, including JavaScript, Go, Perl, PHP, Ruby, Swift, TypeScript, SQL, and Shell. You can use its API to integrate it into your codebase seamlessly. Github Copilot also uses Open AI Codex’s API, and you can download the Microsoft plugin to use it within your IDE.

Key Features

  • Natural Language Understanding: 

It can understand and interpret plain English commands, allowing developers to communicate with it in a natural manner.

  • Code Generation: 

It can generate executable code snippets based on the provided natural language input.

  • Code Enhancement: 

It can improve and optimize existing code by understanding its context and suggesting improvements.

  • Error Correction: 

The tool can identify and fix coding errors, providing valuable assistance in troubleshooting and debugging.

  • Multi-Language Support: 

OpenAI Codex supports over a dozen programming languages, including JavaScript, Go, Perl, PHP, Ruby, Swift, TypeScript, SQL, and Shell. This versatility makes it applicable to a wide range of development tasks.

  • Integration via API: 

Developers can seamlessly integrate OpenAI Codex into their codebase using its API. 

Pros

  • Generates code snippets, improves code, fixes bugs, and more.
  • Proficient in Python, JavaScript, Go, Perl, PHP, Ruby, and more. 
  • Offers Microsoft Plugin and Open Codex’s AI.

Cons

  • Needs essential to intermediate levels of technical knowledge 

Pricing

Open AI Codex is a free API.

2. GitHub Copilot

GitHub Copilot is a cloud-based artificial intelligence tool developed by GitHub and OpenAI. It assists users of Visual Studio Code, Visual Studio, Neovim, and JetBrains IDEs in code generation. You can write a comment describing the logic you want, and GitHub Copilot will immediately suggest code to implement the solution. You can improve your code with AI-based suggestions based on the project’s context and style conventions. It can quickly cycle through lines of code, complete function suggestions, and decide which to accept, reject, or edit.

Key Features

  • Code Generation: 

It assists developers in generating code snippets and solutions based on natural language input.

  • Integration with Popular IDEs: 

It seamlessly integrates with widely used integrated development environments (IDEs).

  • Natural Language Input:

Developers can communicate their intent in plain English by writing comments.

  • Context-Aware Suggestions: 

The tool considers the context of the project, including existing code, variables, and style conventions. 

  • Code Review: 

GitHub Copilot can quickly cycle through lines of code and offer suggestions for completing functions. 

  • Code Enhancement: 

It assists in improving the quality of code by suggesting the best approaches, identifying potential errors, and more.

  • Multi-language Support: 

Supports a variety of programming languages, making it versatile and applicable to a wide range of development projects.

Pros

  • Provides VS code integration
  • Understands natural language
  • Generates and Improves code effectively 

Cons

  • Can suggest inefficient code sometimes
  • Might suggest Code that is not optimized or ready to execute.

Pricing

The GitHub Copilot for Business subscription is available monthly at $19 per user. Whereas individuals plan to start from $10 per month

Alpha Code Feature Image

Deep Mind’s AlphaCode is an AI-integrated system based on transformers specially trained to understand natural language. It can provide suitable algorithms to solve a particular problem and implement the solution into code. 

This system was tested against Human programmers on the popular competitive programming platform Codeforces. The results were that AlphaCode averaged a ranking of 54.3% across 10 contests, making it the first AI to touch the level of human programmers in competitive programming contests. 

AlphaCode’s system is pre-trained in various programming languages, including C++, C#, Go, Java, JavaScript, Lua, PHP, TypeScript, Ruby, Scala, Rust, and Python.

Key Features

  • Code Implementation:

It can efficiently convert problem-solving algorithms into functional and executable code.

  • Problem-Solving Algorithms: 

It can provide suitable algorithms to solve specific problems and seamlessly implement the solutions into code.

  • Competitive Programming: 

AlphaCode was tested on the popular competitive programming platform Codeforces, where it achieved an average ranking of 54.3% across 10 contests. 

  • Multi-Language Support: 

The system is pre-trained in various programming languages, including C++, C#, Go, Java, JavaScript, Lua, PHP, TypeScript, Ruby, Scala, Rust, and Python.

Pros

  • Trained in various programming languages
  • Provide algorithms to solve problems
  • Suitable for competitive programming 

Cons

  • Works better with competitive programming

Pricing

Alpha Code is a free-to-use platform.

4. Tabnine

Tabnine is a code assistant developed by Codata that simplifies your programming process. It offers a variety of features, including generating code blocks based on natural language comments, autocompleting lines of code, and suggesting full function completion based on the function declaration.

Furthermore, Tabnine offers an AI Chat Assistant called Tabnine Chat. This is available 24/7 to answer your questions and generate plus document code directly in your IDE. This tool supports over 20 languages, making it easily accessible to developers. The tool integrates seamlessly with popular code editors like VS Code, Sublime Text, and Atom. Thereby allowing developers to operate it in their preferred environment.

Key Features

  • Code Simplification:

It simplifies the programming process by providing features like generating code blocks based on natural language comments. 

  • Code Autocompletion: 

It offers powerful autocompletion capabilities, suggesting code as you type.

  • AI Chat Assistant (Tabnine Chat): 

It offers an AI-powered chat assistant that is available 24/7 to answer questions and generate and document code directly within your IDE. 

  • Multi-Language Support: 

Tabnine supports over 20 programming languages, making it accessible to a broad range of developers working in different languages.

  • Integration with Popular Code Editors: 

It seamlessly integrates with popular code editors such as Visual Studio Code, Sublime Text, and Atom. 

  • Code Suggestions: 

Tabnine’s suggestions are intelligent and context-aware, offering relevant and accurate completions.

Pros

  • Offers seamless integration with code editors like VS Code, Sublime Text, and Atom. 
  • Provides AI Chat Assistant to answer questions, suggestions, and more. 
  • Supports over 20 languages 

Cons

  • Only Provides code completion functionality, no other features like debugging and refactoring. 
  • Privacy of developers’ original code can be a concern. 

Pricing

Tabnine offers a free plan that includes basic code completion. For advanced features, the plan starts from $12/ month. 

5. Replit Ghostwriter

Replit Ghostwriter is a robust code assistant offered by Replit. It enables you to complete your code in real-time. With its machine learning-based pair programmer, you can generate, transform, and explain code. Also, it offers effortless search through your code directly in the editor. 

It seamlessly works with programming languages such as HTML, CSS, JavaScript, TypeScript, C++, Python, JSON, PHP, Bash, SQL, Rust, and Ruby. Thereby making web and app development faster, easier, and more efficient.

Key Features

  • Code Completion: 

It provides real-time code completion, allowing you to receive suggestions and completions as you work. 

  • Machine Learning-Powered Pair Programmer:

It utilizes machine learning to assist in generating, transforming, and explaining code. This feature helps developers work more efficiently by automating repetitive tasks.

  • Code Search:

It offers an easy and efficient way to search through your code directly within the editor.

  • Multi-Language Support: 

It seamlessly works with various programming languages, including HTML, CSS, JavaScript, TypeScript, C++, Python, and more. This versatility makes it applicable to various web and app development projects.

Pros

  • Provides real-time code completion. 
  • Easily generate blocks of code upon entering a basic instruction in plain English.
  • Offers In-editor search feature
  • Compatible with a wide range of programming languages.

Cons

  • Solely available in Replit’s IDE
  • Only accessible to Replit’s Pro users

Pricing

Replit offers both free and priced pricing models. However, Replit’s Ghostwriter is only available for Pro users, costing $20/month. 

6. Mutable AI

Mutable AI is a coding assistant that simplifies software development. It offers a wide range of features that make development faster and easier, including AI code completion that suggests code based on context and intent. 

Additionally, it automatically generates documentation for your code, saving you time and effort. The tool allows you to easily refactor your code by following your instructions, such as renaming variables, extracting functions, or simplifying expressions. 

With its Github app, you can effortlessly search through code and repositories. Mutable AI currently supports Python, Go, Javascript, Typescript, Rust, Solidity, and more languages soon. It also offers app installation for Github, VS Code, and JetBrains, making it accessible to developers of all levels.

Key Features

  • Code Completion: 

Mutable AI provides intelligent code completion that suggests code based on context and intent. 

  • Automatic Documentation Generation: 

It automatically generates documentation for your code, saving time and effort in documenting your projects.

  • Code Refactoring: 

The tool allows for easy code refactoring based on your instructions. This includes tasks like renaming variables, extracting functions, and simplifying expressions.

  • GitHub Integration: 

Mutable AI offers a GitHub app that allows you to effortlessly search through code and repositories directly within the GitHub platform. 

  • Multi-Language Support: 

Mutable AI currently supports a range of programming languages, including Python, Go, Javascript, Typescript, Rust, and Solidity, with the promise of adding more languages in the future.

Pros

  • Works as coding assistant, providing real-time assistance and suggestions.
  • Offers AI code completion based on the context and intent of the developer 
  • Provides automated code documentation generation. 
  • Allows refactoring of the code 
  • Available as Github, JetBrains, and VScode app. 
  • Supports various programming languages. 

Cons

  • Might Struggle with domain-specific code generation
  • Some applications are in the beta phase and might cause errors and bugs.

Pricing

Mutable AI offers both free and paid plans. The free version provides basic features, while the standard plan starts at $10 per month for standard features. The Pro plan includes advanced features and costs $20/month.

7. AI2SQL

AI2SQL is an AI-based tool that can generate SQL queries from natural language prompts. On top of that, it comes with other features that make working with databases effortless.

One of its features is a syntax checker that scans SQL code for errors and highlights areas that may cause issues. With AI2sql, you can get detailed insights into query execution with breakdowns of query plans, joins, and more. It can even optimize SQL code by analyzing queries, providing intelligent recommendations, and automated optimizations. Furthermore, it can format SQL code for enhanced readability and maintenance.

AI2sql is compatible with several databases, including MySql, Oracle, and MongoDB. It also supports natural language prompts in various languages such as English, Spanish, French, German, Italian, Portuguese, Chinese, Japanese, and Turkish. 

You can access the application as a Chrome Extension or Chat GPT Plugin. AI2sql is an excellent tool to help you work with databases more efficiently and effectively.

Key Features

  • Natural Language to SQL Conversion:

AI2SQL generates SQL queries from natural language prompts. 

  • Syntax Checker: 

The tool scans SQL code for errors, providing immediate feedback and highlighting potential issues. 

  • Query Execution Insights: 

It offers detailed insights into query execution, providing breakdowns of query plans, joins, and other relevant information.

  • SQL Code Optimization: 

It can automatically optimize SQL code by analyzing queries and providing intelligent recommendations.

  • SQL Code Formatting: 

The tool can format SQL code for enhanced readability and maintenance. This feature helps ensure that code is consistent and easy to understand for both developers and team members.

  • Database Compatibility: 

AI2SQL is compatible with several popular databases, including MySQL, Oracle, and MongoDB. 

  • Multi-language Support:

AI2SQL supports natural language prompts in various languages, including English, Spanish, French, German, and more. 

  • Chrome Extension and Chat GPT Plugin: 

Users can access AI2SQL as a Chrome Extension or integrate it as a plugin with Chat GPT.

  • Efficient Database Management: 

It streamlines database interactions and management, helping users work with databases more efficiently and effectively.

Pros

  • Turns natural language into SQL queries. 
  • Structure, explain, and scan for errors and issues in the SQL code. 
  • Compatible with databases like MySQL, Pandas, Oracle, and more. 
  • Comes as a Chrome Extension. 

Cons

  • Support to various databases is only available in the Pro Plan
  • Need a basic level of SQL knowledge to interact with databases and such. 

Pricing

AI2SQL offers a basic plan starting from $7/month, availing limited features. Whereas the Pro Plan provides advanced features costing $17/month.  

8. CodeGeeX

CodeGeeX Feature Image

CodeGeeX is a coding assistant that uses a multilingual code generation model with over 13 billion parameters. The model is pre-trained on vast code in more than 20 programming languages.

It provides various functions such as code completion/generation, comment generation, code translation, and more. Additionally, it offers extensions for VS Code and JetBrains, which can significantly improve developers’ work efficiency.

Key Features

  • Code Generation: 

Utilizes a powerful code generation model with over 13 billion parameters. This allows it to assist with a wide range of coding tasks.

  • Code Completion:

Offers intelligent code completion and generation capabilities.

  • Comment Generation: 

Automatically generate comments for code, helping to improve code documentation and readability.

  • Code Translation:

It can translate code from one programming language to another. 

  • Multi-language Support: 

Supports more than 20 programming languages, making it versatile and applicable to various development tasks.

  • Extensions for Popular IDEs: 

Provides extensions for popular integrated development environments (IDEs) like Visual Studio Code and JetBrains. 

  • Efficient Code Writing: 

Helps developers write code more efficiently and accurately.

  • Enhanced Code Documentation: 

By generating comments and assisting with documentation, CodeGeeX improves code documentation. 

Pros

  • Offers Multilingual Code generation functionality.
  • Enhance coding workflow with intelligent code generation and suggestions.
  • Offers Code translation feature from one programming language to another.
  • Supports 15+ programming languages. 
  • Available as a VS Code and JetBrains extension. 

Cons

  • Has a small user base compared to the copilot and several other AI code generators. 
  • Might struggle with bugs resolving and fixes, taking up more time. 

Pricing

The tool is a free AI code generator. 

9.CodeSquire AI

CodeSquire AI is a remarkable assistant that can help data scientists, engineers, and analysts with coding. It offers real-time code completion and suggestions, making your coding process faster and more efficient. 

You can simply type in comments, and it will generate code blocks based on your input. It allows you to create entire functions easily without searching for library methods and parameters. Additionally, you can generate SQL code by providing simple instructions on what you want to pull, join, and group by. 

If you need to understand someone else’s code, CodeSquire AI explains code functionality. To start using this helpful tool, all you need to do is download its Chrome extension. It supports Google Colab, BigQuery, and JupyterLab. 

Key Features

  • Code Completion and Suggestions: 

It provides real-time code completion and suggestions, helping data scientists, engineers, and analysts write code faster and more efficiently.

  • Code Generation: 

Users can simply type in comments, and CodeSquire AI will generate code blocks based on the input. 

  • Function Creation Assistance: 

The tool assists in creating entire functions effortlessly, streamlining the coding process.

  • SQL Code Generation: 

It allows users to generate SQL code by providing simple instructions on what data to pull, join, and group by. 

  • Code Explanation: 

It can explain the code’s functionality, making it easier for users to understand and work with existing codebases.

  • Chrome Extension Integration: 

Users can download the Chrome extension to start using CodeSquire AI, providing a seamless and convenient way to access its features.

  • Support for Google Colab, BigQuery, and JupyterLab: 

It is compatible with popular platforms like Google Colab, BigQuery, and JupyterLab, ensuring that it can be integrated into various data science and analyts workflows.

Pros

  • Designed for data scientists, engineers, and analysts. 
  • Provides code completion, suggestions, explanation, and more features. 
  • Turns natural language comments to SQL code. 
  • Available as a Chrome Extension

Cons

  • It might need manual debugging and editing in the code. 
  • It may not function on all browsers and devices.

Pricing

CodeSquire AI is free to get started with by downloading its Chrome extension. However, it might include some in-app purchases. 

Visual Studio IntelliCode is an extension designed for developers who use Python, TypeScript/JavaScript, and Java in Visual Studio Code. This tool uses artificial intelligence to provide code suggestions based on your specific coding context. Integrating the tool with Visual Studio Code helps refine the development experience, allowing you to focus more on coding and less on searching through lists. It provides personalized recommendations and real-world examples to help you write better code in less time.

One of the most notable features of IntelliCode is the API Usage Examples. This resource provides real-world examples of API usage from a vast repository of open-source projects on GitHub. Currently, this feature supports Python, JavaScript, and TypeScript. It provides practical insights into how other developers have utilized specific functions.

Integrating IntelliCode is a seamless process for Python users. You only need to set up the Python extension and use Pylance as the Python language server. Once you’ve done this, recommended completions will be readily available.

Similarly, TypeScript and JavaScript users can start using IntelliCode effortlessly by opening a relevant file and diving into their code.

Java developers can also take advantage of IntelliCode by following straightforward setup instructions for the Java extension. With a minimum of Java 8 Update 151 installed, you’ll be ready to explore recommended completions tailored to your coding context.

For T-SQL users, integrating IntelliCode involves setting up the MySQL extension. After enabling it and reloading Visual Studio Code, recommended completions will be at your fingertips.

Visual Studio IntelliCode is a practical and efficient way to enhance your coding experience. It helps you write better code faster by providing personalized recommendations and real-world examples.

Key Features

  • Code Suggestions: 

IntelliCode provides personalized code suggestions based on your specific coding context.

  • Multi-Language Support: 

It is designed for developers who use Python, TypeScript/JavaScript, and Java in Visual Studio Code.

  • T-SQL Support:

For T-SQL users, integrating IntelliCode involves setting up the MySQL extension. 

  • Efficient Coding Experience:

IntelliCode helps developers write better code faster by providing tailored recommendations and real-world examples. 

Pros

  • Provides Context-aware code generation and suggestions. 
  • Supports Python, Typescript/Javascript, and Java. 
  • Offers seamless integration with Visual Studio. 

Cons

  • Can suggest code not aligned with the context, thus requiring manual reviewing of code before implementation. 
  • Only integrate with Visual Studio, limiting accessibility for developers.

Pricing

Visual Studio Intelli Code is free to use.

11. CodeWP

CodeWP is a robust WordPress Code Assistant that uses AI to generate tailored code snippets for your website. The tool has modes for PHP, JS, WooCommerce, and specific plugins, enabling you to create code that perfectly suits your needs.

It offers solutions for many WordPress tasks, including optimizing WPQueries and creating complex workflows based on ACF values. Whether you’re an experienced developer or just starting, the tool streamlines your coding process, saving you valuable time. You can even save, export, and share code snippets, making collaboration with your team seamless. This versatile tool supports multiple languages, ensuring seamless accessibility to users across the globe. 

Key Features

  • Code Generation: 

CodeWP uses AI to generate code snippets that are specifically tailored for WordPress websites.

  • Save, Export, and Share Code Snippets: 

The tool allows users to save, export, and share code snippets, facilitating seamless collaboration with team members. 

  • Multi-Languages Support: 

It supports multiple languages, making it accessible to users worldwide. 

  • Efficient WordPress Development: 

By providing tailored code solutions, CodeWP helps developers work more efficiently and effectively in WordPress development projects.

Pros

  • Code snippets generation of WordPress development. 
  • Supports PHP, JS, WooCommerce, and popular plugins. 
  • Has multilingual functionality. 

Cons

  • You may need some knowledge and experience in WordPress development.
  • Occasional manual code adjustments are required.

Pricing

CodeWP’s Free plan allows for 10 monthly code generations. Upgrade to their Pro plan for unlimited code generations and access to 12+ AI modes for $12/month or $96/year.

AskCodi is an AI-based coding assistant that simplifies the entire process. This code assistant provides various applications for code generation, unit test creation, documentation, and code conversions using the advanced OpenAI GPT system. 

In addition to the web app, AskCodi is also available as an extension/plugin for Visual Studio Code, Sublime Text, and JetBrains’ IDEs. It supports all major programming languages. You can streamline your coding process and save time with AskCodi.

Key Features

  • Code Generation: 

AskCodi generates code, simplifying the coding process and saving time for developers.

  • Unit Test Creation: 

The tool assists in the creation of unit tests, helping to ensure code functionality and reliability.

  • Documentation: 

AskCodi provides functionality for generating documentation, improving code readability and maintainability.

  • Code Conversions:

It offers the ability to convert code between different languages or formats.

  • Multi-Language Support: 

The tool supports all major programming languages, ensuring it is applicable to a wide range of development projects.

  • Web App and IDE Integration: 

AskCodi is accessible both as a web app and as an extension/plugin for popular integrated development environments (IDEs). 

Pros

  • AI Coding Assistant powered by Open AI.
  • Supports all mainstream programming languages.
  • Available as a plugin for Visual Studio, Sublime Text, and JetBrains.

Cons

  • The Code Autocompletion feature is only available for Visual Studio. 
  • It may fail to parse or suggest code that doesn’t work. 

Pricing

AskCodi offers Free, Premium, and Ulitmate pricing models. With the Free version, you can access the basic features. However, to get standard and advanced features, the premium and ultimate plans are billed monthly at $9.99 and $ 29.99, respectively. 

13. AIXCoder

AIXCoder is an intelligent programming robot that simplifies coding by offering method-level code generation. With aiXcoder, you can effortlessly translate natural language descriptions into complete program code within your editor.

Moreover, aiXcoder also offers smart code completion. Whether working on a single line or multiple lines of code, this tool predicts your next steps based on context and grammar.

In addition, aiXcoder’s smart code search allows you to seamlessly integrate with GitHub’s open-source code and find the resources you need without leaving your IDE. It even adapts its search to support specific API use cases, saving time and effort.

Finally, for enterprises seeking tailored solutions, aiXcoder offers personalized customization options. You can benefit from dedicated intelligence engines to enterprise-specific code search capabilities, making intelligent software development effortless.

Key Features

  • Code Generation: 

It simplifies coding by offering intelligent method-level code generation from natural language prompts.  

  • Smart Code Completion: 

aiXcoder provides intelligent code completion that predicts your following actions based on context and grammar. 

  • Seamless Integration with GitHub: 

The smart code search feature seamlessly integrates with GitHub’s open-source code repositories. 

  • Context-Aware Code Search: 

aiXcoder adapts its search to support specific API use cases, saving developers time and effort in finding relevant code snippets and resources.

Pros

  • Offers context-aware smart code completion. 
  • Provides smart code search and integrates with GitHub’s open-source code. 
  • Offers method-level code generation. 
  • Compatible with IntelliJ IDEA, CLion, GoLand, PyCharm, WebStorm, Visual Studio Code, and more.

Cons

  • Needs an intermediate level of programming and coding experience.

Pricing

Contact for Pricing

14. CodeWhisperer

CodeWhisperer by Amazon is a powerful tool that streamlines your coding process. With a vast dataset of code, it generates real-time suggestions for your programming tasks, saving you time and effort even when dealing with unfamiliar APIs.

It helps you find suggestions that match established open-source projects and provides repository URLs and licensing details for easy review and attribution.

This tool integrates seamlessly with your preferred environments and tools. It offers functionality in various programming languages and popular integrated development environments (IDEs).

In the near future, you’ll be able to customize CodeWhisperer to be aware of your internal libraries, APIs, packages, classes, and methods, further enhancing your development process.

Key Features

  • Code Suggestions: 

CodeWhisperer uses a vast code dataset to provide real-time suggestions for your programming tasks.

  • Handling Unfamiliar APIs:

It assists in dealing with unfamiliar APIs by generating suggestions.

  • Integration: 

CodeWhisperer integrates seamlessly with your preferred development environments and tools.

  • Multi-language Support: 

The tool offers functionality in various programming languages, making it applicable to various projects. 

  • Compatibility with Popular IDEs: 

CodeWhisperer is designed to work with popular integrated development environments (IDEs). 

Pros

  • Provide real-time suggestions to streamline the coding process, saving time and effort.
  • Seamlessly integrates with preferred environments and tools, offering various programming languages and popular IDEs.
  • It assists in efficiently dealing with unfamiliar APIs, making tasks more manageable.

Cons

  • Users may require some time to become thoroughly familiar with the tool’s functionalities and features.
  • It may not cover every niche language or platform, potentially limiting its applicability in specialized domains.

Pricing

The CodeWhisperer Individual Tier is free to use. Organizations pay a flat “per user, per month” subscription fee for using CodeWhisperer.

15. ChatGPT

ChatGPT Feature Image 2

ChatGPT is a robust language model developed by OpenAI, built on the GPT architecture. Its primary function is generating text that resembles human-like writing, depending on its contextual understanding. This model is commonly used for various natural language processing tasks, such as answering questions and writing. In addition, it can also be utilized for generating code in multiple programming languages.

For example, if you provide a natural language explanation of a particular function or algorithm, ChatGPT can generate code snippets that implement that functionality. 

However, it is essential to note that ChatGPT lacks a deep understanding of software engineering principles. As a result, the code it produces may not always be optimal, secure, or best practice. Therefore, developers should review and modify the generated code to ensure it meets their requirements and standards.

Key Features

  • Natural Language Understanding: 

ChatGPT can generate code blocks upon entering a natural language and text-based prompt. 

  • Code Generation: 

It is capable of generating code in multiple programming languages based on natural language explanations of functions, algorithms, or tasks.

  • Code Suggestion and Review: 

ChatGPT can provide code suggestion and review for better code functionality and execution. 

  • Adaptability: 

ChatGPT can be adapted for different tasks and applications, making it a flexible tool for a wide range of projects and domains.

  • Ease of Use: 

It is user-friendly and can be accessed through a simple API, allowing developers to integrate it seamlessly into their applications and workflows.

Pros

  • Offers AI-driven code generation to speed up the development process. 
  • Can handle routine tasks, allowing developers to focus on higher-level design and problem-solving.
  • It can be a valuable learning tool for beginners, providing examples and insights into coding practices.
  • Experienced developers can optimize code for performance, readability, and maintainability.

Cons

  • Might lack contextual understanding and may not produce code that aligns perfectly with the project’s requirements.
  • Generated code may not always adhere to security best practices and could introduce vulnerabilities.

Pricing

ChatGPT offers a free version with limited functionality, whereas ChatGPT Plus is available for more advanced features for $20/month.

How to Choose an AI Code Generator for Learning?

If you’re a student or want to enter software engineering, an AI code generator might be greatly helpful. However, choosing an AI for code generation for learning requires careful consideration of various factors. Here are some guidelines to help you make an informed decision:

  • Determine your learning goals.
  • Choose a specific programming language.
  • Go for the tool that offers functionality in your specified language. 
  • Look for a user-friendly tool that is easy to operate. 
  • Focus on finding a free tool. 

You can try different tools and, after considering various factors, choose to use the tool for learning purposes. 

Recommended Tool: 

OpenAI’s Codex (GPT-3.5 Turbo), Visual Studio Intelli Code, and ChatGPT might be helpful for learning and the early-stage development process. 

Final Thought 

Using Artificial Intelligence has completely transformed the coding and development process. However, it’s important to note that AI code generators are not intended to replace human developers. Instead, they are useful aids, making the coding process more efficient and streamlined.

It’s also important to note that the output of AI code generators needs to be reviewed and tested to ensure that it conforms to project requirements and quality standards.

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