Files
wehub-resource-sync b957a53def
CodeQL / Analyze (csharp) (push) Has been cancelled
CodeQL / Analyze (python) (push) Has been cancelled
chore: import upstream snapshot with attribution
2026-07-13 13:21:23 +08:00

148 lines
5.3 KiB
C#

// Copyright (c) Microsoft. All rights reserved.
using Microsoft.ML.Tokenizers;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.ChatCompletion;
namespace ChatCompletion;
/// <summary>
/// Extension methods for <see cref="ChatHistory"/>."/>
/// </summary>
internal static class ChatHistoryExtensions
{
private static readonly Tokenizer s_tokenizer = TiktokenTokenizer.CreateForModel("gpt-4");
/// <summary>
/// Returns the system prompt from the chat history.
/// </summary>
/// <remarks>
/// For simplicity only a single system message is supported in these examples.
/// </remarks>
internal static ChatMessageContent? GetSystemMessage(this IReadOnlyList<ChatMessageContent> chatHistory)
{
return chatHistory.FirstOrDefault(m => m.Role == AuthorRole.System);
}
/// <summary>
/// Extract a range of messages from the provided <see cref="ChatHistory"/>.
/// </summary>
/// <param name="chatHistory">The source history</param>
/// <param name="startIndex">The index of the first messageContent to extract</param>
/// <param name="endIndex">The index of the first messageContent to extract, if null extract up to the end of the chat history</param>
/// <param name="systemMessage">An optional system messageContent to include</param>
/// <param name="summaryMessage">An optional summary messageContent to include</param>
/// <param name="messageFilter">An optional message filter</param>
public static IEnumerable<ChatMessageContent> Extract(
this IReadOnlyList<ChatMessageContent> chatHistory,
int startIndex,
int? endIndex = null,
ChatMessageContent? systemMessage = null,
ChatMessageContent? summaryMessage = null,
Func<ChatMessageContent, bool>? messageFilter = null)
{
endIndex ??= chatHistory.Count - 1;
if (startIndex > endIndex)
{
yield break;
}
if (systemMessage is not null)
{
yield return systemMessage;
}
if (summaryMessage is not null)
{
yield return summaryMessage;
}
for (int index = startIndex; index <= endIndex; ++index)
{
var messageContent = chatHistory[index];
if (messageFilter?.Invoke(messageContent) ?? false)
{
continue;
}
yield return messageContent;
}
}
/// <summary>
/// Compute the index truncation where truncation should begin using the current truncation threshold.
/// </summary>
/// <param name="chatHistory">The source history.</param>
/// <param name="truncatedSize">Truncated size.</param>
/// <param name="truncationThreshold">Truncation threshold.</param>
/// <param name="hasSystemMessage">Flag indicating whether or not the chat history contains a system messageContent</param>
public static int ComputeTruncationIndex(this IReadOnlyList<ChatMessageContent> chatHistory, int truncatedSize, int truncationThreshold, bool hasSystemMessage)
{
if (chatHistory.Count <= truncationThreshold)
{
return -1;
}
// Compute the index of truncation target
var truncationIndex = chatHistory.Count - (truncatedSize - (hasSystemMessage ? 1 : 0));
// Skip function related content
while (truncationIndex < chatHistory.Count)
{
if (chatHistory[truncationIndex].Items.Any(i => i is FunctionCallContent or FunctionResultContent))
{
truncationIndex++;
}
else
{
break;
}
}
return truncationIndex;
}
/// <summary>
/// Add a system messageContent to the chat history
/// </summary>
/// <param name="chatHistory">Chat history instance</param>
/// <param name="content">Message content</param>
public static void AddSystemMessageWithTokenCount(this ChatHistory chatHistory, string content)
{
IReadOnlyDictionary<string, object?> metadata = new Dictionary<string, object?>
{
["TokenCount"] = s_tokenizer.CountTokens(content)
};
chatHistory.AddMessage(AuthorRole.System, content, metadata: metadata);
}
/// <summary>
/// Add a user messageContent to the chat history
/// </summary>
/// <param name="chatHistory">Chat history instance</param>
/// <param name="content">Message content</param>
public static void AddUserMessageWithTokenCount(this ChatHistory chatHistory, string content)
{
IReadOnlyDictionary<string, object?> metadata = new Dictionary<string, object?>
{
["TokenCount"] = s_tokenizer.CountTokens(content)
};
chatHistory.AddMessage(AuthorRole.User, content, metadata: metadata);
}
/// <summary>
/// Add a assistant messageContent to the chat history
/// </summary>
/// <param name="chatHistory">Chat history instance</param>
/// <param name="content">Message content</param>
public static void AddAssistantMessageWithTokenCount(this ChatHistory chatHistory, string content)
{
IReadOnlyDictionary<string, object?> metadata = new Dictionary<string, object?>
{
["TokenCount"] = s_tokenizer.CountTokens(content)
};
chatHistory.AddMessage(AuthorRole.Assistant, content, metadata: metadata);
}
}