AI-Studio/app/MindWork AI Studio/Chat/IImageSourceExtensions.cs

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using AIStudio.Tools.PluginSystem;
namespace AIStudio.Chat;
public static class IImageSourceExtensions
{
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private static string TB(string fallbackEN) => I18N.I.T(fallbackEN, typeof(IImageSourceExtensions).Namespace, nameof(IImageSourceExtensions));
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public static string DetermineMimeType(this IImageSource image)
{
switch (image.SourceType)
{
case ContentImageSource.BASE64:
{
// Try to detect the mime type from the base64 string:
var base64Data = image.Source;
if (base64Data.StartsWith("data:", StringComparison.OrdinalIgnoreCase))
{
var mimeEnd = base64Data.IndexOf(';');
if (mimeEnd > 5)
{
return base64Data[5..mimeEnd];
}
}
// Fallback:
return "application/octet-stream";
}
case ContentImageSource.URL:
{
// Try to detect the mime type from the URL extension:
var uri = new Uri(image.Source);
var extension = Path.GetExtension(uri.AbsolutePath).ToLowerInvariant();
return extension switch
{
".png" => "image/png",
".jpg" or ".jpeg" => "image/jpeg",
".gif" => "image/gif",
".bmp" => "image/bmp",
".webp" => "image/webp",
_ => "application/octet-stream"
};
}
case ContentImageSource.LOCAL_PATH:
{
var extension = Path.GetExtension(image.Source).ToLowerInvariant();
return extension switch
{
".png" => "image/png",
".jpg" or ".jpeg" => "image/jpeg",
".gif" => "image/gif",
".bmp" => "image/bmp",
".webp" => "image/webp",
_ => "application/octet-stream"
};
}
default:
return "application/octet-stream";
}
}
/// <summary>
/// Read the image content as a base64 string.
/// </summary>
/// <remarks>
/// The images are directly converted to base64 strings. The maximum
/// size of the image is around 10 MB. If the image is larger, the method
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/// returns an empty string.<br/>
/// <br/>
/// As of now, this method does no sort of image processing. LLMs usually
/// do not work with arbitrary image sizes. In the future, we might have
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/// to resize the images before sending them to the model.<br/>
/// <br/>
/// Note as well that this method returns just the base64 string without
/// any data URI prefix (like "data:image/png;base64,"). The caller has
/// to take care of that if needed.
/// </remarks>
/// <param name="image">The image source.</param>
/// <param name="token">The cancellation token.</param>
/// <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)
{
switch (image.SourceType)
{
case ContentImageSource.BASE64:
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return (success: true, image.Source);
case ContentImageSource.URL:
{
using var httpClient = new HttpClient();
using var response = await httpClient.GetAsync(image.Source, HttpCompletionOption.ResponseHeadersRead, token);
if(response.IsSuccessStatusCode)
{
// Read the length of the content:
var lengthBytes = response.Content.Headers.ContentLength;
if(lengthBytes > 10_000_000)
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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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}
var bytes = await response.Content.ReadAsByteArrayAsync(token);
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return (success: true, Convert.ToBase64String(bytes));
}
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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.")));
return (success: false, string.Empty);
}
case ContentImageSource.LOCAL_PATH:
if(File.Exists(image.Source))
{
// Read the content length:
var length = new FileInfo(image.Source).Length;
if(length > 10_000_000)
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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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}
var bytes = await File.ReadAllBytesAsync(image.Source, token);
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return (success: true, Convert.ToBase64String(bytes));
}
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await MessageBus.INSTANCE.SendError(new(Icons.Material.Filled.ImageNotSupported, TB("The local image file does not exist. Skipping the image.")));
return (success: false, string.Empty);
default:
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return (success: false, string.Empty);
}
}
}