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Add confidence levels (#140)
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namespace AIStudio.Provider;
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public sealed record Confidence
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{
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public ConfidenceLevel Level { get; private init; } = ConfidenceLevel.UNKNOWN;
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public string Region { get; private init; } = string.Empty;
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public string Description { get; private init; } = string.Empty;
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public List<string> Sources { get; private init; } = [];
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private Confidence()
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{
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}
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public Confidence WithSources(params string[] sources) => this with { Sources = sources.ToList() };
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public Confidence WithRegion(string region) => this with { Region = region };
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public Confidence WithLevel(ConfidenceLevel level) => this with { Level = level };
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public string StyleBorder() => $"border: 2px solid {this.Level.GetColor()}; border-radius: 6px;";
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public string SetColorStyle() => $"--confidence-color: {this.Level.GetColor()};";
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public static readonly Confidence NONE = new()
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{
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Level = ConfidenceLevel.NONE,
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Description =
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"""
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No provider selected. Please select a provider to get see its confidence level.
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""",
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};
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public static readonly Confidence USA_NOT_TRUSTED = new()
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{
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Level = ConfidenceLevel.UNTRUSTED,
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Description = "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. The provider's terms of service state that **all your data can be used by the provider at will.**",
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};
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public static readonly Confidence UNKNOWN = new()
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{
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Level = ConfidenceLevel.UNKNOWN,
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Description = "The trust level of this provider **has not yet** been thoroughly **investigated and evaluated**. We do not know if your data is safe.",
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};
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public static readonly Confidence USA_NO_TRAINING = new()
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{
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Level = ConfidenceLevel.MODERATE,
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Description = "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.",
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};
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public static readonly Confidence GDPR_NO_TRAINING = new()
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{
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Level = ConfidenceLevel.MEDIUM,
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Description = "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**.",
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};
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public static readonly Confidence SELF_HOSTED = new()
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{
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Level = ConfidenceLevel.HIGH,
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Description = "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.",
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};
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}
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