Top 10 AI Tools for Code Completion and Generation – Free AI Tools For Developers.

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Artificial Intelligence (AI) is revolutionizing software development and maintenance, and it has become an essential tool in the toolset of developers. AI is being used by developers in a variety of ways to improve workflow, increase output, and create smarter apps.

In this article I am going to explain top 10 AI Tools for code completion and generation. While creating this article I am focusing on those AI Tools, which can be mostly free and also very useful for any developer either you are an expert or a beginner.

List of top 10 AI Tools for Code Completion and Generation

Sl. No.AI ToolFeatureLimitationPricing
1CoPilot by GitHub– Real-time code and function suggestions,
– Compose entire lines of code
– Multilingual coding assistance
– Compatible with popular IDEs
– Sometime need manual correction in auto generated code.
– Not Free.
Free: 30 days trial.
Paid: $10 USD per Month or $100 USD per year.
– The prices are different for Enterprise.
2TabNine– Provides complete function suggestions
– Enhances code quality and consistency
– Supports languages like Python, TypeScript, Go, and Rust
– Integrates with tools like GitHub, GitLab, and Bitbucket
– Sometime the auto suggestion take time to provide required block of code.
– It many be challenging for first time user to do complete setup of this AI Toll.
Starter: Free
Pro: $12/moth
Enterprise: Haven’t disclosed this. One have to contact TabNine for this.
3AskCodi– Code creation with prompts in natural language
– Automated generation of tests
– Code reference
– Translations of codes
– Code descriptions
– Learning Curve
– Accuracy
– Complexity
Basic: Free with Limited features and usage
Premium: $ 9.99/ month with some limitations
Unlimited: $ 29.99 / month
4GitGardian– Integration with Git Platforms
– Contextual Awareness
– Identify sensitive data patterns
– Continuous Code Scanning
– False positives
– Restricted scope
– Complexity of customization
Free and customized. For detail GitGardian Pricing
5AlphaCode– Problem-solving
– Language comprehension
– Code generation
– Adaptability
– Put the emphasis on competitive programming
– Human oversight necessary
– Stage of experimentation
It is currently not available for commercial licensing or public use.
6AI Helper Bot (SQLAI.ai)– Natural Language to SQL Translation
– Query Generation
– Data Exploration
– Interactive Learning
– Complexity Limitations
– Accuracy Dependencies
– Customization Challenges
– Security Considerations
Starter: $5/month
Pro: $9/month
Advanced: $19/month
7Sourcegraph Cody– AI-powered code search
– Global code intelligence
– Contextual insights
– Live coding collaboration
– Learning curve
– Scalability
– Limited code editing
– Pricing
Free for individuals with limited features.
Pro and Enterprise option is also there.
8Replit– Generation & Completion of Code
– AI Conversation
– Produce Tests
– Describe the Code
– AI-driven creation of documentation
– Cooperation between players
– Integrated Git functionalities
Accuracy
Restricted support: Certain features are exclusive to certain languages or are still in beta testing.
Free with some limitations.
Paid: To get features like advanced documentation generation and Explain Code, require a paid subscription
9Amazon CodeWhisperer– Code Recommendations
– Security Scans
– Natural Language to Code
– Tracker of References
– The Q Assistant on Amazon
– Under Development
– Limited Languages
– Needs an AWS account or Builder ID, limiting accessibility for some users
Individual: Free with limited features.
Professional: $19/user/month.
10SourceLair– AI-Assisted Code Finishing
– The Creation of Code
– Refactoring Assisted by AI
– Version Management
– Pay attention to Python
– Limited Integrations
– Accuracy
Free Tier: 100 requests per day, limited features, for personal use only.
Paid Tier: $9/month

1. CoPilot by GitHub

GitHub, one of the most popular and trusted code repository platform in the worlds. The CoPilot, developed by GitHub in collaboration with OpenAI, is an AI-powered code completion tool that suggests entire lines or blocks of code based on natural language comments. It leverages OpenAI’s Codex model to understand context and generate relevant code snippets. It is one of the most used AI tools by developers and over 20,000 companies are using actively till writing this article.

CoPilot by GitHub

It will take some time and effort to set up CoPilot and educate it how to operate within your preferred coding environment because of its extensive feature set and higher learning curve.

How to use: Install the CoPilot extension in your code editor like Visual Studio, Neovim, and JetBrains. As you write comments or code, CoPilot will provide intelligent suggestions, allowing you to accept and insert entire code segments with a single keystroke.

Limitation:

– Sometime need manual correction in auto generated code.
– Not Free.

Pricing:

– Free: 30 days trial.
– Paid: $10 USD per Month or $100 USD per year. The prices are different for Enterprise.

2. TabNine

An AI-powered code completion tool called TabNine easily works with well-known coding editors. It reduces keystrokes and saves developers time by anticipating the next line of code as you input. The program is an invaluable resource for any developer trying to expedite their coding process because it picks up on your coding patterns and styles accordingly.

Simple to use and compatible with many programming languages, such as PHP, JavaScript, Rust, and Python. You must know how to code in order to utilize it, as its main function is code completion. Unlike ChatGPT, it doesn’t react to natural language commands. It also offer code linting feature that identify and fix the errors while refactoring the code or creating a new code block. Another best feature is to generate documentation automatically.

TabNine

How to use:

To use TabNine, simply install the plugin for your preferred code editor (e.g., Visual Studio Code, Atom). As you type, TabNine will provide suggestions for the next line of code, allowing you to accept or reject them with a simple keystroke.

Limitations:

– Sometime the auto suggestion take time to provide required block of code.
– It many be challenging for first time user to do complete setup of this AI Toll.

Pricing:

Starter: Free
Pro: $12/moth
Enterprise: Haven’t disclosed this. One have to contact TabNine for this.

3. AskCodi

AskCodi is an AI-driven code assistant made to assist developers in writing code more quickly, effectively, and with less effort. It interprets natural language and converts it to code using OpenAI’s GPT-3 language model. AskCodi provides a number of features to make the coding process more efficient, such as:

  • Code creation with prompts in natural language
  • Automated generation of tests
  • Code reference
  • Translations of codes
  • Code descriptions
AskCodi

Limitation:

  • Accuracy: AskCodi is usually correct, however before utilizing any generated code in production, make sure you thoroughly evaluate and verify it.
  • Complexity: It could have trouble with really difficult or specialized activities.
  • Natural Language Understanding: The subtleties of language might lead to misunderstandings.
  • Learning Curve: It could take some time to figure out the best way to phrase suggestions to get the best results.

Pricing:

– Basic: Free with Limited features and usage
– Premium: $ 9.99/ month with some limitations
– Unlimited: $ 29.99 / month

4. GitGardian

GitGardian monitors code repositories for security threats and sensitive data using artificial intelligence (AI). It assists developers in locating and fixing possible security flaws, guaranteeing the security of codebases.

GitGardian

Before deploying their work to production, developers may identify and address vulnerabilities in their code with the aid of GitGuardian, an AI-powered security tool. It analyzes code in Git repositories using machine learning to spot possible security flaws like:

  • Secret leaks: If you publish your code to a public repository, GitGuardian can search your code for hardcoded secrets like tokens, passwords, and API keys that could unintentionally be made public.
  • Code flaws: GitGuardian is able to identify well-known flaws in widely used programming languages and libraries.
  • Suspicious patterns: Recognize code patterns that, even in the absence of a known vulnerability, are frequently linked to security flaws.

Features:

  • Vulnerability detection: Checks code for a variety of vulnerabilities, such as unsecured direct object references, code injection, and secret disclosures.
  • Integration of continuous delivery with continuous integration (CI/CD): automates security checks by seamlessly integrating with CI/CD processes.
  • Support for both proprietary and open-source code: accommodates a large variety of frameworks and programming languages, including both proprietary and open-source code.
  • Rules that can be modified: enables you to design unique rules for the purpose of identifying particular security flaws in your codebase.
  • Comprehensive reports: Offers comprehensive reports on vulnerabilities found, including with the severity level, remediation procedures, and links to pertinent documents.

Limitations:

  • False positives: GitGuardian, like any AI-powered tool, occasionally produces false positives, which means that code may be marked as vulnerable when it isn’t.
  • Restricted scope: The main purpose of GitGuardian is to identify vulnerabilities in source code. Certain security vulnerabilities, such as those pertaining to configuration or infrastructure, might not be picked up by it.
  • Complexity of customization: It can be difficult to set up and modify GitGuardian’s rules, especially for people who are not security specialists.

Pricing: It provide several plans including free also. For detail please visit: GitGardian Pricing.

5. AlphaCode

DeepMind created the AI model AlphaCode, which is capable of producing computer programs at a competitive level. It has been trained on an enormous text and code dataset, and it has proven its remarkable talents by placing highly in coding contests.

Features:

  • Problem-solving: Capable of producing code to address intricate programming issues; demands logical reasoning, coding expertise, and algorithms.
  • Language comprehension: Interprets problem descriptions written in natural language and converts them into executable code.
  • Code generation: Generates a variety of solutions in Python, C++, and Java, among other programming languages.
  • Adaptability: The ability to generalize to novel and unseen issues.

Limitations:

  • Put the emphasis on competitive programming: Designed primarily to solve well-defined coding challenges rather than practical software development problems.
  • Human oversight necessary: For efficiency and dependability, generated code still needs to be reviewed and tested by humans.
  • Stage of experimentation: Not yet included into developer processes or offered for sale.

Pricing: It is not currently available for commercial licensing or public use. It has no set release date as of yet; it is still in research and development.

Extra Perspectives:

  • Potential impact: Software development could undergo a revolution thanks to AlphaCode’s ability to generate sophisticated code, but it’s crucial to set reasonable expectations and evaluate its present state of readiness.
  • Future directions: DeepMind is always investigating methods to enhance AlphaCode’s effectiveness, versatility, and capacity to produce code for practical uses.

Important Information:

AlphaCode.ai is a different AI business with its headquarters located in Seoul. It is unrelated to the AlphaCode tool developed by DeepMind.

6. AI Helper Bot (SQLAI.ai)

If you are looking to get help regarding your database query, this AI Helper Bot will be very useful for you. For users of all skill levels, AI Helper Bot is a powerful, AI-driven SQL query generator. Major databases like MySQL, PostgreSQL, SQL Server, and Oracle can be integrated with it, or you may upload JSON files. Finding data is as easy as asking a smart question thanks to AI Helper Bot’s ability to build SQL queries from basic prompts like “How many users are subscribed from user registration?” Additionally, users can exchange and store created SQL queries for later use.

AI Helper Bot (SQLAI.ai)

Website: https://www.sqlai.ai/

Pricing:
– Starter: $5/month
– Pro: $9/month
– Advanced: $19/month

7. Sourcegraph Cody

Cody is an AI coding helper that helps you write and comprehend code more quickly by utilizing AI and a thorough understanding of your codebase. Cody is capable of autocompleting individual lines or entire functions in any programming language, configuration file, or manual. When you’re taking on challenging tasks, trying to grasp legacy code, or diving into new projects, Cody Chat can help you overcome obstacles.

Sourcegraph Cody

Important characteristics:

  • Finding code quickly with function names, file names, or plain English descriptions
  • producing entire functions or code fragments in accordance with your specifications
  • putting short explanations of intricate code structures or functionalities
  • locating errors in your codebase and assisting in their correction

Pricing

  • Free for individuals with limited features
  • Pro and Enterprise option is also there.

8. Replit

The Replit online coding platform includes a set of AI-powered tools called Replit AI that are intended to increase your coding creativity and productivity. It provides a number of features for various phases of the development process, including authoring documentation, creating tests, and finishing code lines.

Replit

Key features:

  • Generation & Completion of Code
  • AI Conversation 3. Modify Code 4. Produce Tests
  • Describe the Code
  • AI-driven creation of documentation
  • Cooperation between players
  • Integrated Git functionalities

Limitations

  • Accuracy: As with any AI technology, recommendations and justifications might not always be flawless. Verify the output again and make your own decisions.
  • Restricted support: Certain features are exclusive to certain languages or are still in beta testing.

Pricing

  • Free with some limitations.
  • Paid: To get features like advanced documentation generation and Explain Code, require a paid subscription.

9. Amazon CodeWhisperer

With the help of machine learning (ML), Amazon CodeWhisperer is a coding companion that suggests lines of code based on your comments and previously written code. It allows for a smooth workflow by integrating straight into your command line and IDE (Integrated Development Environment). Programming languages supported by it include Java, Python, JavaScript, TypeScript, C#, and more.

Amazon CodeWhisperer

Key Features

  • Code Recommendations
  • Security Scans
  • Natural Language to Code
  • Tracker of References
  • The Q Assistant on Amazon

How to Apply It

  • Set up the Amazon Toolkit: To your preferred IDE, add the AWS Toolkit addon (available for VS Code, IntelliJ, PyCharm, and JetBrains).
  • Register with CodeWhisperer: Use your AWS Builder ID or account to log in.
  • Get Coding Started: CodeWhisperer will provide recommendations while you write code or comments.

Pricing

Individual: Free with limited features.
Professional: $19/user/month.

10. SourceLair

AI capabilities are included into SourceLair, a cloud-based integrated development environment (IDE), to improve the coding process. Programming languages supported by it include Python, JavaScript, Java, C++, PHP, and others. Its AI-powered context-aware code completion and code generation capabilities are its main advantages.

SourceLair

Key Features

  • AI-Assisted Code Finishing
  • The Creation of Code
  • Refactoring Assisted by AI
  • Chat AI
  • Cooperation
  • Version Management

Pricing

  • Free Tier: 100 requests per day, limited features, for personal use only.
  • Paid Tier: $9/month, with priority service, limitless functionality, and permission for commercial use.

Limitations

  • Pay attention to Python: Although it can handle many languages, Python is the primary language for which its AI features are optimized.
  • Limited Integrations: There are currently few extensions for other IDEs, and most integrations are with VS Code.
  • Accuracy: Like other AI Tools, the suggested code may not be correct all the time.

Conclusion

Essentially, artificial intelligence (AI) is a game-changer for developers, providing them with tools and capabilities that improve creativity and problem-solving in addition to automating repetitive jobs. Developers should anticipate ever more advanced tools to help with every stage of the software development lifecycle as AI continues to progress. By utilizing AI technology, developers can maintain their innovative edge and create software that is more intelligent and effective. I hope in given list of free AI tools for developers will help you in some regarding.

FAQ

Which is the best AI tool for code generation?

There are multiple AI Tools that can provide auto code generation. The best will depend on your requirement. If you are a developer and wants to get help in code auto generation then here are few AI Tools that you may like:
1. CoPilot by GitHub
2. TabNine
3. AskCodi

And if you are looking help in SQL Query then AI Helper Bot (SQLAI.ai) will be best for you.

Which is the best software for AI programming?

It depends heavily on your specific needs and goals. Here are few suggestion:

For building and training AI models:
– TensorFlow
– PyTorch
– Keras
– Scikit-learn

For experimentation and research
– Jupyter Notebook
– Visual Studio Code with extensions
– Google Colab

For deploying and managing AI models
– AWS SageMaker
– Microsoft Azure Machine Learning
– Heroku

What is AI code auto completion?

Programmers can increase coding efficiency and decrease errors by using AI code auto-completion, a feature that use artificial intelligence to predict and offer code snippets or completions as they type.

Which AI Tools is best to get SQL Queries?

There are several AI tools that can assist in generating SQL queries. Out of which I suggest AI Helper Bot (SQLAI.ai). You can generate SQL Queries from Natural Language.

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Dharmendra is a blogger, author, Expert in IT Services and admin of DJTechnews. Good experience in software development. Love to write articles to share knowledge and experience with others. He has deep knowledge of multiple technologies and is always ready to explore new research and developments.

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