AI-Studio/app/MindWork AI Studio/Provider/Confidence.cs

using AIStudio.Settings;
using AIStudio.Tools.PluginSystem;

namespace AIStudio.Provider;

public sealed record Confidence
{
    private static string TB(string fallbackEN) => I18N.I.T(fallbackEN, typeof(Confidence).Namespace, nameof(Confidence));
    
    public ConfidenceLevel Level { get; private init; } = ConfidenceLevel.UNKNOWN;

    public string Region { get; private init; } = string.Empty;

    public string Description { get; private init; } = string.Empty;

    public List<string> Sources { get; private init; } = [];

    private Confidence()
    {
    }
    
    public Confidence WithSources(params string[] sources) => this with { Sources = sources.ToList() };

    public Confidence WithRegion(string region) => this with { Region = region };
    
    public Confidence WithLevel(ConfidenceLevel level) => this with { Level = level };
    
    public string StyleBorder(SettingsManager settingsManager) => $"border: 2px solid {this.Level.GetColor(settingsManager)}; border-radius: 6px;";
    
    public string SetColorStyle(SettingsManager settingsManager) => $"--confidence-color: {this.Level.GetColor(settingsManager)};";

    public static readonly Confidence NONE = new()
    {
        Level = ConfidenceLevel.NONE,
        Description = TB("No provider selected. Please select a provider to get see its confidence level."),
    };
    
    public static readonly Confidence USA_HUB = new()
    {
        Level = ConfidenceLevel.UNKNOWN,
        Description = TB("The provider operates its service from the USA and is subject to **U.S. jurisdiction**. In case of suspicion, authorities in the USA can access your data. Please inform yourself about the use of your data. We do not know if your data is safe."),
    };

    public static readonly Confidence UNKNOWN = new()
    {
        Level = ConfidenceLevel.UNKNOWN,
        Description = TB("The trust level of this provider **has not yet** been thoroughly **investigated and evaluated**. We do not know if your data is safe."),
    };

    public static readonly Confidence USER_OPERATED_GATEWAY = new()
    {
        Level = ConfidenceLevel.UNKNOWN,
        Description = TB("You or your organization operate this gateway. However, it forwards your data to **whichever providers you configured behind it**, which may be cloud services in any jurisdiction. We cannot know where your data ends up, so **please assign the trust level yourself**."),
    };

    public static readonly Confidence USA_NO_TRAINING = new()
    {
        Level = ConfidenceLevel.MODERATE,
        Description = TB("The provider operates its service from the USA and is subject to **US jurisdiction**. In case of suspicion, authorities in the USA can access your data. However, **your data is not used for training** purposes."),
    };
    
    public static readonly Confidence CHINA_NO_TRAINING = new()
    {
        Level = ConfidenceLevel.MODERATE,
        Description = TB("The provider operates its service from China. In case of suspicion, authorities in the respective countries of operation may access your data. However, **your data is not used for training** purposes."),
    };
    
    public static readonly Confidence GDPR_NO_TRAINING = new()
    {
        Level = ConfidenceLevel.MEDIUM,
        Description = TB("The provider is located in the EU and is subject to the **GDPR** (General Data Protection Regulation). Additionally, the provider states that **your data is not used for training**."),
    };

    public static readonly Confidence GDPR_EXPERIMENTAL_OPEN_SOURCE = new()
    {
        Level = ConfidenceLevel.MEDIUM,
        Description = TB("The provider operates its service in the EU and is subject to the **GDPR** (General Data Protection Regulation). It provides access to **open source models**. However, the service is currently **experimental**, and performance and availability are not guaranteed. We have no provider-specific information about whether submitted data is used for training."),
    };
    
    public static readonly Confidence SELF_HOSTED = new()
    {
        Level = ConfidenceLevel.HIGH,
        Description = TB("You or your organization operate the LLM locally or within your trusted network. In terms of data processing and security, this is the best possible way."),
    };
}