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105 lines
5.2 KiB
C#
105 lines
5.2 KiB
C#
using AIStudio.Provider;
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using AIStudio.Provider.SelfHosted;
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using AIStudio.Tools.PluginSystem;
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namespace AIStudio.Chat;
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public static class IImageSourceExtensions
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{
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private static string TB(string fallbackEN) => I18N.I.T(fallbackEN, typeof(IImageSourceExtensions).Namespace, nameof(IImageSourceExtensions));
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/// <summary>
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/// The largest image, in bytes, we send anywhere: no image prepared for a model is larger, and
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/// TryAsBase64 skips every larger file.
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/// </summary>
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public const long MAX_IMAGE_SIZE_BYTES = 10_000_000;
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/// <summary>
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/// The largest image file, in bytes, which we send through the given provider.
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/// </summary>
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/// <remarks>
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/// The smallest of the limits we know: the one of a self-hosted engine, the one of the provider,
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/// and MAX_IMAGE_SIZE_BYTES, our own. A provider or engine which states no limit gets ours.
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/// </remarks>
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/// <param name="provider">The configured provider the image is sent through.</param>
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/// <returns>The size limit of one image file.</returns>
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public static long MaxImageSizeBytesFor(AIStudio.Settings.Provider provider)
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{
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var engineLimit = provider.UsedLLMProvider is LLMProviders.SELF_HOSTED ? provider.Host.GetMaxImageSizeBytes() : null;
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var providerLimit = provider.UsedLLMProvider.GetMaxImageSizeBytes();
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return Math.Min(Math.Min(engineLimit ?? MAX_IMAGE_SIZE_BYTES, providerLimit ?? MAX_IMAGE_SIZE_BYTES), MAX_IMAGE_SIZE_BYTES);
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}
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/// <summary>
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/// Read the image content as a base64 string.
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/// </summary>
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/// <remarks>
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/// This is for the images inside the content of a chat, which go to external data sources and
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/// agents as they are. Attached images, which go to a model, take ModelImageService instead: it
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/// scales them down and encodes them anew within the limit of the provider.<br/>
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/// <br/>
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/// The images are directly converted to base64 strings. The maximum
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/// size of the image is around 10 MB. If the image is larger, the method
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/// returns an empty string.<br/>
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/// <br/>
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/// Note as well that this method returns just the base64 string without
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/// any data URI prefix (like "data:image/png;base64,"). The caller has
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/// to take care of that if needed.
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/// </remarks>
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/// <param name="image">The image source.</param>
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/// <param name="token">The cancellation token.</param>
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/// <returns>The image content as a base64 string; might be empty.</returns>
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public static async Task<(bool success, string base64Content)> TryAsBase64(this IImageSource image, CancellationToken token = default)
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{
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switch (image.SourceType)
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{
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case ContentImageSource.BASE64:
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return (success: true, image.Source);
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case ContentImageSource.URL:
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{
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using var httpClient = ExternalHttpClientTimeout.CreateHttpClient(ExternalHttpTrustPolicy.ALLOW_CUSTOM_ROOTS_WHEN_HOST_WHITELISTED);
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using var timeoutTokenSource = ExternalHttpClientTimeout.CreateTimeoutTokenSource(token);
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var timeoutToken = timeoutTokenSource.Token;
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using var response = await httpClient.GetAsync(image.Source, HttpCompletionOption.ResponseHeadersRead, timeoutToken);
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if(response.IsSuccessStatusCode)
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{
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// Read the length of the content:
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var lengthBytes = response.Content.Headers.ContentLength;
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if(lengthBytes > MAX_IMAGE_SIZE_BYTES)
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{
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await MessageBus.INSTANCE.SendError(new(Icons.Material.Filled.ImageNotSupported, TB("The image at the URL is too large (>10 MB). Skipping the image.")));
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return (success: false, string.Empty);
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}
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var bytes = await response.Content.ReadAsByteArrayAsync(timeoutToken);
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return (success: true, Convert.ToBase64String(bytes));
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}
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await MessageBus.INSTANCE.SendError(new(Icons.Material.Filled.ImageNotSupported, TB("Failed to download the image from the URL. Skipping the image.")));
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return (success: false, string.Empty);
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}
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case ContentImageSource.LOCAL_PATH:
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if(File.Exists(image.Source))
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{
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// Read the content length:
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var length = new FileInfo(image.Source).Length;
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if(length > MAX_IMAGE_SIZE_BYTES)
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{
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await MessageBus.INSTANCE.SendError(new(Icons.Material.Filled.ImageNotSupported, TB("The local image file is too large (>10 MB). Skipping the image.")));
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return (success: false, string.Empty);
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}
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var bytes = await File.ReadAllBytesAsync(image.Source, token);
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return (success: true, Convert.ToBase64String(bytes));
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}
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await MessageBus.INSTANCE.SendError(new(Icons.Material.Filled.ImageNotSupported, TB("The local image file does not exist. Skipping the image.")));
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return (success: false, string.Empty);
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default:
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return (success: false, string.Empty);
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}
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}
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} |