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70 lines
3.2 KiB
C#
70 lines
3.2 KiB
C#
using AIStudio.Provider;
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namespace AIStudio.Settings;
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public static partial class ProviderExtensions
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{
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/// <summary>
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/// Get the capabilities of the model used by the configured provider.
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/// </summary>
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/// <param name="provider">The configured provider.</param>
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/// <returns>The capabilities of the configured model.</returns>
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public static List<Capability> GetModelCapabilities(this Provider provider)
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{
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var automaticCapabilities = provider.UsedLLMProvider.GetModelCapabilities(provider.Model);
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return provider.CapabilityOverrides?.ApplyTo(automaticCapabilities) ?? automaticCapabilities;
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}
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/// <summary>
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/// Get whether the model used by the configured provider accepts images as input.
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/// </summary>
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/// <remarks>
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/// Two capabilities express image input, one for a single image and one for several. Anything that
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/// wants to know whether an image may be sent has to accept both, which is why the question is asked
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/// here instead of at each call site: attaching a file and validating an already attached file must
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/// never disagree about it.
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/// </remarks>
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/// <param name="provider">The configured provider.</param>
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/// <returns><c>true</c> when the model accepts image input.</returns>
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public static bool SupportsImageInput(this Provider provider)
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{
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var capabilities = provider.GetModelCapabilities();
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return capabilities.Contains(Capability.SINGLE_IMAGE_INPUT) || capabilities.Contains(Capability.MULTIPLE_IMAGE_INPUT);
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}
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/// <summary>
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/// Get the capabilities of a model for a specific provider.
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/// </summary>
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/// <param name="provider">The LLM provider.</param>
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/// <param name="model">The model to get the capabilities for.</param>
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/// <returns>>The capabilities of the model.</returns>
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public static List<Capability> GetModelCapabilities(this LLMProviders provider, Model model)
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{
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if (string.IsNullOrWhiteSpace(model.Id))
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return [];
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return provider switch
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{
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LLMProviders.OPEN_AI => GetModelCapabilitiesOpenAI(model),
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LLMProviders.MISTRAL => GetModelCapabilitiesMistral(model),
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LLMProviders.ANTHROPIC => GetModelCapabilitiesAnthropic(model),
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LLMProviders.GOOGLE => GetModelCapabilitiesGoogle(model),
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LLMProviders.X => GetModelCapabilitiesOpenSource(model),
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LLMProviders.DEEP_SEEK => GetModelCapabilitiesDeepSeek(model),
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LLMProviders.ALIBABA_CLOUD => GetModelCapabilitiesAlibaba(model),
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LLMProviders.PERPLEXITY => GetModelCapabilitiesPerplexity(model),
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LLMProviders.OPEN_ROUTER => GetModelCapabilitiesOpenRouter(model),
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LLMProviders.GROQ => GetModelCapabilitiesOpenSource(model),
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LLMProviders.FIREWORKS => GetModelCapabilitiesOpenSource(model),
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LLMProviders.HUGGINGFACE => GetModelCapabilitiesOpenSource(model),
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LLMProviders.HELMHOLTZ => GetModelCapabilitiesOpenSource(model),
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LLMProviders.GWDG => GetModelCapabilitiesOpenSource(model),
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LLMProviders.SELF_HOSTED => GetModelCapabilitiesOpenSource(model),
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_ => []
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};
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}
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} |