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Coding assistance 2024-06-20
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Gitlab code suggestions

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Predictively completing code to enhance productivity.
Overview
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Gitlab code suggestions website
Generated by ChatGPT

GitLab's AI-Assisted Code Suggestions is an innovative tool which aims to improve coding productivity by offering predictive completions for code blocks, defining function logic, generating tests, and suggesting common code like regex patterns, all within a familiar coding environment.

With the main focus on privacy, GitLab guarantees that non-public customer code doesn't serve as part of the training data for this feature. The tool also has multilingual support, offering AI-powered code suggestions in 14 languages, including C++, C#, Go, Google SQL, Java, JavaScript, Kotlin, PHP, Python, Ruby, Rust, Scala, Swift, and TypeScript.

The service also integrates well with different IDEs, as GitLab extensions can be found in popular IDE marketplaces. These include the GitLab Web IDE, VS Code, Visual Studio, Jetbrains-based IDEs, and NeoVIM.

Additionally, GitLab's Code Suggestions is available for self-managed GitLab instances via a secure connection to GitLab.com. The tool continually improves the quality of suggestions with new prompt engineering, intelligent model routing, and expanded contexts for inference windows.

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Gitlab code suggestions was manually vetted by our editorial team and was first featured on June 29th 2023.
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    Pros and Cons

    Pros

    Enhances coding productivity
    Accelerates software development
    Completes lines with one keystroke
    Quickly starts functions
    Generates boilerplate code
    Generates tests
    Prioritizes data privacy
    Prioritizes data security
    Keeps source code protected
    Doesn't use code as training data
    Uses open-source pre-trained models
    Models are continually fine-tuned
    Customized open-source dataset
    Supports multi-language coding
    Supports broad range IDEs
    Planning to extend capabilities
    Code suggestions for self-managed instances
    Vast language support
    Data privacy guarantee
    Coming support for additional IDEs
    Integrated IDE support
    Improving suggestion quality
    Expanded contexts for inference
    Interactive demo
    Ease of use
    Continual expansion plans
    Jetbrains support
    VS Code support
    Web IDE support
    Visual Studio support
    Ruby support
    Swift support
    Scala support
    Rust support
    Python support
    Kotlin support
    JavaScript support
    Java support
    Google SQL support
    Go support
    C# support
    C++ support
    TypeScript support
    NeoVIM support

    Cons

    Supports only 13 languages
    Limited control over suggestions
    Limited to GitLab cloud infrastructure
    Static suggestion presentation
    Doesn't use customer's code for training
    Requires secure connection for self-managed instances
    Limited IDE support
    No retention of source code inference

    Q&A

    What features does GitLab's AI-assisted Code Suggestions offer?
    Can GitLab's AI-assisted Code Suggestions complete entire lines of code?
    How does GitLab's AI-assisted Code Suggestions prioritize data privacy and security?
    What type of data does GitLab's AI-assisted Code Suggestions use as training data?
    How does GitLab's AI-assisted Code Suggestions support multi-language coding?
    What programming languages does GitLab's AI-assisted Code Suggestions support?
    Will GitLab expand the capabilities of Code Suggestions in the future?
    Does GitLab's AI-assisted Code Suggestions offer support for additional IDEs?
    How does GitLab plan to enhance how suggestions are presented within IDEs?
    Does GitLab's AI-assisted Code Suggestions use proprietary source code as part of its training data?
    How does GitLab's Code Suggestions integrate with different IDEs?
    Can GitLab's Code Suggestions be used for self-managed GitLab instances?
    How does GitLab's AI-assisted Code Suggestions improve the quality of its suggestions?
    What is the focus of GitLab's AI-assisted Code Suggestions?
    Are GitLab's AI-assisted Code Suggestions available in multiple languages?
    What languages does GitLab's AI-assisted Code Suggestions support?
    Can GitLab's AI-assisted Code Suggestions function within different IDEs?
    Is GitLab's AI-assisted Code Suggestions available for self-managed instances?
    Does GitLab's AI-assisted Code Suggestions predictively complete code blocks?
    How does GitLab plan to improve the suggestion quality of Code Suggestions?

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