JetBrain AI Assistant :: In Depth
Science & Technology
Introduction
In this article, we will take a closer look at the JetBrain AI Assistant, a coding assistant embedded in the JetBrain IDE. Unlike other coding assistants such as GitHub's Co-Pilot or Amazon's CodeWhisperer, the JetBrain AI Assistant is unique in two fundamental ways: it acts as a meta AI, delegating requests to different language models based on the task, and it is so tightly integrated with the IDE that it seamlessly blends in with the coding experience.
The JetBrain AI Assistant offers a range of features to assist with coding tasks. It can generate code suggestions, refactorings, and documentation. It can even provide intelligent renaming suggestions. Additionally, it includes an AI chat window where users can interact with the AI to get help and suggestions specific to their project.
To access the JetBrain AI Assistant, you need an active JetBrain IDE subscription, either commercial or personal. Unfortunately, the AI Assistant is not available in the Community Edition. There is a free 7-day trial for those with a paid IDE license, and enterprise pricing options are also available.
Now, let's explore the capabilities of the JetBrain AI Assistant in practice.
AI Assistant in Action
In the JetBrain IDE, the AI Assistant can be invoked in various ways. Users can access the AI chat window to ask questions directly or use the right-click context menu to access AI features. Additionally, shortcuts can be assigned to quickly invoke the AI Assistant.
The AI Assistant can generate code suggestions by analyzing the surrounding code and context. It can also explain code snippets, provide refactoring suggestions, and generate unit tests. The AI Assistant even offers the ability to convert code to different programming languages, making it convenient for developers working in multiple languages.
Furthermore, users can configure their own prompts to streamline repetitive tasks. By adding prompts to the prompt library, users can quickly generate common code snippets or refactorings.
It's worth noting that the AI Assistant relies on the JetBrain AI service and various language models, including OpenAI’s GPT-3 and JetBrain's own models. The AI Assistant is available in all JetBrain IDEs, including Fleet and ReSharper.
Keywords
- JetBrain AI Assistant
- IDE integration
- Code suggestions
- Refactoring suggestions
- Documentation generation
- Renaming refactors
- AI chat window
- Code explanation
- Unit test generation
- Language conversion
- Prompt customization
- JetBrain AI service
- OpenAI GPT-3
FAQ
Q: Is the JetBrain AI Assistant available for free? A: No, the AI Assistant is only available to users with an active JetBrain IDE subscription, either commercial or personal. There is a free 7-day trial available for those with a paid license.
Q: Can the AI Assistant generate code in multiple programming languages? A: Yes, the AI Assistant can generate code in various programming languages. However, it is important to note that the actual availability and accuracy may vary depending on the language.
Q: Does the AI Assistant have access to my project's code? A: Yes, the AI Assistant has access to your project's code and can provide suggestions based on the context. However, it does not use this data for training machine learning models or share it with third parties.
Q: Can I customize the AI Assistant to suit my coding style? A: While the AI Assistant offers some customization options, such as creating prompts, the extent of customization may be limited. The AI Assistant's suggestions are primarily based on pre-trained language models and may not align perfectly with individual coding styles.
Q: Does the AI Assistant require an internet connection? A: Yes, the AI Assistant relies on the JetBrain AI service, which requires an internet connection to function properly. The service handles the orchestration of requests to different language models and returns the appropriate suggestions to the IDE.
Q: How does the JetBrain AI Assistant compare to other coding assistants? A: The JetBrain AI Assistant offers unique features, including full integration with the IDE, the ability to delegate requests to different language models, and prompt customization. While other coding assistants may have similar functionalities, the tight integration and versatility of the JetBrain AI Assistant set it apart.
Q: Can the AI Assistant assist with machine learning or data science tasks? A: The primary focus of the JetBrain AI Assistant is on software development tasks. While it may provide some assistance with coding related to machine learning or data science, its capabilities in those domains may be limited compared to specialized tools and frameworks.