3 Best AI Coding Assistant Tools in 2023 | KodeKloud
TLDRJeremy Morgan, a training architect, introduces three generative AI tools that enhance software development: GitHub Copilot, Blackbox AI, and TabNine. These tools assist in coding, error detection, code simplification, and documentation. GitHub Copilot excels in language support and cloud operation without slowing down the machine. Blackbox AI offers detailed documentation and integrated code search at a cost-effective price. TabNine stands out for self-hosting capabilities and strong IP protection, as it does not send code over the internet. Morgan highlights the unique features of each tool, helping developers choose the one that best fits their needs.
Takeaways
- 🤖 GitHub Copilot is an AI programming assistant that can simplify and optimize code, as well as help with error detection and fixing.
- 📝 The 'Simplify' feature of GitHub Copilot can make code more concise without changing its functionality.
- 🔍 GitHub Copilot can find and fix errors in code, including more complex ones, improving the development process.
- 💬 The chat feature of GitHub Copilot can explain code, which is helpful for understanding code written by others or auto-generated code.
- 🖋️ Blackbox is another generative AI tool for programmers that can improve script efficiency and readability.
- 📚 Blackbox excels in generating code comments and documentation, and has integrated code search for easier navigation.
- 💡 TabNine is a generative AI product for Visual Studio Code that offers smart code completion and is considered the fastest among the three tools discussed.
- 📈 TabNine can suggest improvements to existing scripts, such as using list comprehensions or regular expressions for better efficiency.
- 📝 TabNine's 'Generate Tests' feature can create test scripts, aiding in the development of robust and reliable code.
- 🌐 Each tool has its unique advantages: GitHub Copilot for language support and cloud operation, Blackbox for documentation and cost-effectiveness, and TabNine for self-hosting and IP safety.
- 🏆 The speaker personally prefers TabNine due to its speed and comprehensive features, despite the merits of all three tools.
Q & A
What is the main topic of the video?
-The main topic of the video is the introduction and demonstration of three generative AI tools that can transform the way software developers code: GitHub Copilot, Blackbox AI, and Tabnine.
How does GitHub Copilot help in coding?
-GitHub Copilot assists in coding by simplifying code, optimizing it for better performance, identifying and fixing errors, generating unit tests, explaining code, and proposing fixes for bugs.
What feature of GitHub Copilot does Jeremy Morgan find particularly useful for simplifying code?
-Jeremy Morgan finds the 'SLS - Simplify' feature of GitHub Copilot particularly useful for simplifying code, as it attempts to make the code more concise.
How does Blackbox AI differ from GitHub Copilot in terms of code improvement suggestions?
-Blackbox AI provides different solutions from GitHub Copilot for improving code efficiency. It focuses on eliminating unnecessary if statements, enhancing readability, and reducing time complexity. It also adds comments as part of the solution, which can be helpful for understanding the code better.
What unique feature does Blackbox AI offer for tracking code changes?
-Blackbox AI offers a unique 'View Diff History' feature that allows users to track and compare the changes made to the code.
How does Tabnine stand out in terms of code completion?
-Tabnine stands out in code completion by providing the smartest and fastest suggestions among the three tools discussed in the video. It also supports generating tests and offers a chat feature for explaining code and solving coding problems.
What are some key considerations when choosing between GitHub Copilot, Blackbox AI, and Tabnine?
-Key considerations include language support, integration with documentation and code comments, cost, security features like self-hosting and data privacy, and the ability to handle edge cases and non-permissive licenses.
Why might an organization prefer Tabnine over GitHub Copilot in terms of security?
-An organization might prefer Tabnine over GitHub Copilot because Tabnine can be self-hosted, does not send code over the internet to their servers, and does not use user code to train its models, thus providing better control over data privacy and intellectual property.
What course is recommended for those interested in mastering generative AI?
-For those interested in mastering generative AI, the video recommends the course 'Mastering Generative AI with Open AI' available on Code Cloud.
What is Jeremy Morgan's personal favorite among the three AI tools discussed?
-Jeremy Morgan's personal favorite among the three AI tools is Tabnine, due to its smart code completion and other features that enhance the coding experience.
How can users access the generative AI tools discussed in the video?
-Users can access GitHub Copilot from the VS Code extensions marketplace or through the GitHub website, Blackbox AI can be downloaded from the Blackbox website, and Tabnine can be found in the extensions marketplace or downloaded from Tabnine.com.
Outlines
🤖 Introducing AI Tools for Code Development
Jeremy Morgan, a training architect for Code Cloud, introduces three generative AI tools that have revolutionized the way he codes. These tools are tailored for software developers and utilize AI to enhance coding efficiency, error resolution, and documentation. The first tool discussed is GitHub Copilot, an AI programming companion that simplifies code and identifies errors. Jeremy demonstrates how Copilot can optimize a script meant to extract URLs from a sitemap. He also explores the tool's chat feature, which offers options like generating unit tests, explaining code, and proposing bug fixes. The video highlights how AI tools can sometimes make mistakes, but the benefits generally outweigh the drawbacks.
🛠️ Improving Code Efficiency with Blackbox AI
The second paragraph focuses on another AI tool for programmers, Blackbox. Jeremy uses the same sitemap script to demonstrate how Blackbox can enhance an inefficient script by identifying and resolving issues like unnecessary if statements and poor readability. Blackbox proposes a different solution from GitHub Copilot, emphasizing code efficiency and readability. It also includes comments as part of the solution, which is beneficial for understanding the code, especially for code written by others. Blackbox's unique feature of a view diff history allows tracking changes and comparing them. Blackbox AI also offers code completion that adapts as you write, saving time and effort.
🚀 Boosting Development Speed with Tab9
In the final paragraph, Jeremy introduces Tab9, a generative AI product for Visual Studio Code. Tab9 excels in smart code completion, making development faster and more efficient. The video shows how Tab9 suggests improvements to the script, such as using list comprehension or regular expressions. It also demonstrates generating tests with Tab9 and its chat feature, which provides solutions in plain English, making it accessible and user-friendly. Jeremy discusses the key features of each tool, highlighting that while they share similarities, each has unique aspects that might appeal to different users. He concludes by sharing his preference for Tab9 and encourages viewers to explore generative AI through a course on Code Cloud.
Mindmap
Keywords
💡Generative AI
💡GitHub Copilot
💡Code Optimization
💡Error Detection
💡Code Comments
💡Code Completion
💡Unit Tests
💡Code Efficiency
💡Self-Hosted
💡Open Source Libraries
💡IP and Security
Highlights
Jeremy Morgan shares his top three generative AI tools for coding.
GitHub Copilot is an AI programming buddy that can simplify and optimize code.
The 'Simplify' feature of GitHub Copilot reduces code complexity and improves readability.
GitHub Copilot can detect and fix errors in code, enhancing development efficiency.
The chat feature of GitHub Copilot allows generating unit tests and explaining code.
Blackbox AI is another generative AI tool that can improve script efficiency and readability.
Blackbox AI provides solutions for handling edge cases and includes detailed comments.
The 'View Diff History' feature in Blackbox AI helps track changes and compare code versions.
TabNine is a generative AI product for Visual Studio Code, excelling in smart code completion.
TabNine can suggest improvements using list comprehension, regular expressions, or XML e-tree.
TabNine's code suggestions include a visual diff of changes for better understanding.
The generative AI tools occasionally produce incorrect results, highlighting the need for human oversight.
GitHub Copilot offers great language support and runs in the cloud, not slowing down the machine.
Blackbox AI excels in documentation, generating code comments and integrated code search.
TabNine can be self-hosted, which is beneficial for high-security applications and customization.
TabNine does not send code over the internet and does not use it to train its models, ensuring IP safety.
Jeremy Morgan's favorite tool is TabNine due to its efficiency and comprehensive features.
For those interested in generative AI, there is a course on mastering generative AI with Open AI on Code Cloud.