csharp-sdk/src/ModelContextProtocol/AIContentExtensions.cs

162 lines
6.2 KiB
C#

using Microsoft.Extensions.AI;
using ModelContextProtocol.Protocol.Types;
using ModelContextProtocol.Utils;
using ModelContextProtocol.Utils.Json;
using System.Runtime.InteropServices;
using System.Text.Json;
namespace ModelContextProtocol;
/// <summary>Provides helpers for conversions related to <see cref="AIContent"/>.</summary>
public static class AIContentExtensions
{
/// <summary>Creates a <see cref="ChatMessage"/> from a <see cref="PromptMessage"/>.</summary>
/// <param name="promptMessage">The message to convert.</param>
/// <returns>The created <see cref="ChatMessage"/>.</returns>
public static ChatMessage ToChatMessage(this PromptMessage promptMessage)
{
Throw.IfNull(promptMessage);
return new()
{
RawRepresentation = promptMessage,
Role = promptMessage.Role == Role.User ? ChatRole.User : ChatRole.Assistant,
Contents = [ToAIContent(promptMessage.Content)]
};
}
/// <summary>Creates <see cref="ChatMessage"/>s from a <see cref="GetPromptResult"/>.</summary>
/// <param name="promptResult">The messages to convert.</param>
/// <returns>The created <see cref="ChatMessage"/>.</returns>
public static IList<ChatMessage> ToChatMessages(this GetPromptResult promptResult)
{
Throw.IfNull(promptResult);
return promptResult.Messages.Select(m => m.ToChatMessage()).ToList();
}
/// <summary>Gets <see cref="PromptMessage"/> instances for the specified <see cref="ChatMessage"/>.</summary>
/// <param name="chatMessage">The message for which to extract its contents as <see cref="PromptMessage"/> instances.</param>
/// <returns>The converted content.</returns>
public static IList<PromptMessage> ToPromptMessages(this ChatMessage chatMessage)
{
Throw.IfNull(chatMessage);
Role r = chatMessage.Role == ChatRole.User ? Role.User : Role.Assistant;
List<PromptMessage> messages = [];
foreach (var content in chatMessage.Contents)
{
if (content is TextContent or DataContent)
{
messages.Add(new PromptMessage { Role = r, Content = content.ToContent() });
}
}
return messages;
}
/// <summary>Creates a new <see cref="AIContent"/> from the content of a <see cref="Content"/>.</summary>
/// <param name="content">The <see cref="Content"/> to convert.</param>
/// <returns>The created <see cref="AIContent"/>.</returns>
public static AIContent ToAIContent(this Content content)
{
Throw.IfNull(content);
AIContent ac;
if (content is { Type: "image" or "audio", MimeType: not null, Data: not null })
{
ac = new DataContent(Convert.FromBase64String(content.Data), content.MimeType);
}
else if (content is { Type: "resource" } && content.Resource is { } resourceContents)
{
ac = resourceContents.ToAIContent();
}
else
{
ac = new TextContent(content.Text);
}
ac.RawRepresentation = content;
return ac;
}
/// <summary>Creates a new <see cref="AIContent"/> from the content of a <see cref="ResourceContents"/>.</summary>
/// <param name="content">The <see cref="ResourceContents"/> to convert.</param>
/// <returns>The created <see cref="AIContent"/>.</returns>
public static AIContent ToAIContent(this ResourceContents content)
{
Throw.IfNull(content);
AIContent ac = content switch
{
BlobResourceContents blobResource => new DataContent(Convert.FromBase64String(blobResource.Blob), blobResource.MimeType ?? "application/octet-stream"),
TextResourceContents textResource => new TextContent(textResource.Text),
_ => throw new NotSupportedException($"Resource type '{content.GetType().Name}' is not supported.")
};
(ac.AdditionalProperties ??= [])["uri"] = content.Uri;
ac.RawRepresentation = content;
return ac;
}
/// <summary>Creates a list of <see cref="AIContent"/> from a sequence of <see cref="Content"/>.</summary>
/// <param name="contents">The <see cref="Content"/> instances to convert.</param>
/// <returns>The created <see cref="AIContent"/> instances.</returns>
public static IList<AIContent> ToAIContents(this IEnumerable<Content> contents)
{
Throw.IfNull(contents);
return [.. contents.Select(ToAIContent)];
}
/// <summary>Creates a list of <see cref="AIContent"/> from a sequence of <see cref="ResourceContents"/>.</summary>
/// <param name="contents">The <see cref="ResourceContents"/> instances to convert.</param>
/// <returns>The created <see cref="AIContent"/> instances.</returns>
public static IList<AIContent> ToAIContents(this IEnumerable<ResourceContents> contents)
{
Throw.IfNull(contents);
return [.. contents.Select(ToAIContent)];
}
/// <summary>Extracts the data from a <see cref="DataContent"/> as a Base64 string.</summary>
internal static string GetBase64Data(this DataContent dataContent)
{
#if NET
return Convert.ToBase64String(dataContent.Data.Span);
#else
return MemoryMarshal.TryGetArray(dataContent.Data, out ArraySegment<byte> segment) ?
Convert.ToBase64String(segment.Array!, segment.Offset, segment.Count) :
Convert.ToBase64String(dataContent.Data.ToArray());
#endif
}
internal static Content ToContent(this AIContent content) =>
content switch
{
TextContent textContent => new()
{
Text = textContent.Text,
Type = "text",
},
DataContent dataContent => new()
{
Data = dataContent.GetBase64Data(),
MimeType = dataContent.MediaType,
Type =
dataContent.HasTopLevelMediaType("image") ? "image" :
dataContent.HasTopLevelMediaType("audio") ? "audio" :
"resource",
},
_ => new()
{
Text = JsonSerializer.Serialize(content, McpJsonUtilities.DefaultOptions.GetTypeInfo(typeof(object))),
Type = "text",
}
};
}