wip

2026-07-06 13:48:26 +02:00
parent 241dc2b987
commit 2ada187ae0
11 changed files with 2216 additions and 551 deletions
@@ -0,0 +1,149 @@
+<UserControl x:Class="AnotherReplayReader.AIChatPanel"
+             xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
+             xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+             xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+             xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+             mc:Ignorable="d"
+             d:DesignHeight="350" d:DesignWidth="700">
+    <Grid>
+        <Grid.RowDefinitions>
+            <RowDefinition Height="Auto"/>
+            <RowDefinition Height="*"/>
+            <RowDefinition Height="Auto"/>
+        </Grid.RowDefinitions>
+
+        <!-- 工具栏 -->
+        <StackPanel Grid.Row="0" Orientation="Horizontal" Margin="5">
+            <Button x:Name="_cancelButton"
+                    Content="取消"
+                    Click="OnCancelClick"
+                    Visibility="Collapsed"
+                    Margin="0,0,10,0"/>
+            <Button x:Name="_retryButton"
+                    Content="重试当前段"
+                    Click="OnRetryClick"
+                    Visibility="Collapsed"
+                    Margin="0,0,10,0"/>
+            <Button x:Name="_abortButton"
+                    Content="放弃"
+                    Click="OnAbortClick"
+                    Visibility="Collapsed"
+                    Margin="0,0,10,0"/>
+
+            <Separator Margin="5,0"/>
+
+            <TextBlock x:Name="_phaseText"
+                       VerticalAlignment="Center"
+                       FontWeight="Bold"
+                       Margin="0,0,15,0"/>
+
+            <TextBlock x:Name="_timeText"
+                       VerticalAlignment="Center"
+                       Margin="0,0,15,0"/>
+        </StackPanel>
+
+        <!-- 主显示区 -->
+        <FlowDocumentScrollViewer x:Name="_outputViewer"
+                                   Grid.Row="1"
+                                   VerticalScrollBarVisibility="Auto"
+                                   Margin="5,0">
+            <FlowDocument>
+                <Paragraph>
+                    <Run Text="AI 分析结果将在此显示..." />
+                </Paragraph>
+            </FlowDocument>
+        </FlowDocumentScrollViewer>
+
+        <!-- 状态栏 -->
+        <StatusBar Grid.Row="2">
+
+            <StatusBarItem HorizontalAlignment="Stretch"
+                           HorizontalContentAlignment="Stretch">
+                <Grid VerticalAlignment="Stretch">
+
+                    <Grid.ColumnDefinitions>
+
+                        <!-- Progress takes ALL remaining space -->
+                        <ColumnDefinition Width="3*" />
+
+                        <!-- separators + fixed slots -->
+                        <ColumnDefinition Width="Auto"/>
+                        <ColumnDefinition Width="2*"/>
+                        <ColumnDefinition Width="Auto"/>
+                        <ColumnDefinition Width="3*"/>
+                        <ColumnDefinition Width="Auto"/>
+                        <ColumnDefinition Width="6*"/>
+                        <ColumnDefinition Width="Auto"/>
+                        <ColumnDefinition Width="7*"/>
+
+                    </Grid.ColumnDefinitions>
+
+                    <!-- ===================== -->
+                    <!-- 1. CHAR PROGRESS -->
+                    <!-- ===================== -->
+                    <TextBlock x:Name="_charProgressText"
+                               Grid.Column="0"
+                               VerticalAlignment="Center"
+                               Margin="6,0"
+                               TextTrimming="CharacterEllipsis"/>
+
+                    <!-- separator 1 -->
+                    <Border Grid.Column="1"
+                            Width="1"
+                            Margin="4,2"
+                            Background="#80000000"
+                            VerticalAlignment="Stretch"/>
+
+                    <!-- instant speed -->
+                    <TextBlock x:Name="_instantSpeedText"
+                               Grid.Column="2"
+                               TextAlignment="Right"
+                               VerticalAlignment="Center"
+                               HorizontalAlignment="Right" />
+
+                    <!-- separator 2 -->
+                    <Border Grid.Column="3"
+                            Width="1"
+                            Margin="4,2"
+                            Background="#80000000"
+                            VerticalAlignment="Stretch"/>
+
+                    <!-- avg speed -->
+                    <TextBlock x:Name="_avgSpeedText"
+                               Grid.Column="4"
+                               TextAlignment="Right"
+                               VerticalAlignment="Center"
+                               HorizontalAlignment="Right" />
+
+                    <!-- separator 3 -->
+                    <Border Grid.Column="5"
+                            Width="1"
+                            Margin="4,2"
+                            Background="#80000000"
+                            VerticalAlignment="Stretch"/>
+
+                    <!-- current tokens -->
+                    <TextBlock x:Name="_currentTokensText"
+                               Grid.Column="6"
+                               VerticalAlignment="Center"
+                               HorizontalAlignment="Center" />
+
+                    <!-- separator 4 -->
+                    <Border Grid.Column="7"
+                            Width="1"
+                            Margin="4,2"
+                            Background="#80000000"
+                            VerticalAlignment="Stretch"/>
+
+                    <!-- conversation tokens -->
+                    <TextBlock x:Name="_conversationTokensText"
+                               Grid.Column="8"
+                               TextAlignment="Right"
+                               VerticalAlignment="Center"
+                               HorizontalAlignment="Right" />
+                </Grid>
+            </StatusBarItem>
+
+        </StatusBar>
+    </Grid>
+</UserControl>
@@ -0,0 +1,834 @@
+using AnotherReplayReader.Apm;
+using AnotherReplayReader.ReplayFile;
+using AnotherReplayReader.Utils;
+using System;
+using System.Collections;
+using System.Collections.Concurrent;
+using System.Collections.Generic;
+using System.Collections.Immutable;
+using System.Diagnostics;
+using System.Diagnostics.Tracing;
+using System.Text;
+using System.Threading;
+using System.Threading.Tasks;
+using System.Windows;
+using System.Windows.Controls;
+using System.Windows.Documents;
+using System.Windows.Media;
+using System.Windows.Threading;
+using TechnologyAssembler.Core.Relo;
+using static AnotherReplayReader.AIProviderSettingsControl;
+using static AnotherReplayReader.Utils.AIAnalyzeUI;
+using static System.Net.Mime.MediaTypeNames;
+
+namespace AnotherReplayReader
+{
+    public partial class AIChatPanel : UserControl
+    {
+        private class OnDisposeAction(Action action) : IDisposable
+        {
+            private Action? _action = action ?? throw new ArgumentNullException(nameof(action));
+
+            public void Dispose()
+            {
+                if (_action is { } action)
+                {
+                    _action = null;
+                    action();
+                }
+            }
+        }
+        public record ParagraphStyle(double FontSize, Brush Foreground);
+
+        private delegate void UpdateCollapsibleSection(string title, bool collapse);
+
+        public static readonly FontFamily DefaultFontFamily = new("Microsoft YaHei UI");
+        public static readonly int DefaultFontSize = 14;
+        public static readonly int DetailsFontSize = 12;
+        public static readonly ParagraphStyle ContentStyle = new(DefaultFontSize, Brushes.Black);
+        public static readonly ParagraphStyle CollapsibleSectionHeaderStyle = new(DefaultFontSize, Brushes.DimGray);
+        public static readonly ParagraphStyle CollapsibleSectionHeaderHoverStyle = new(DefaultFontSize, Brushes.DodgerBlue);
+        public static readonly ParagraphStyle ThinkStyle = new(DetailsFontSize, Brushes.DimGray);
+        public static readonly ParagraphStyle LogStyle = new(DetailsFontSize, Brushes.DimGray);
+        public static readonly ParagraphStyle ErrorStyle = new(DefaultFontSize, Brushes.Red);
+
+        // ---------- fields ----------
+        private FlowDocument _document;
+        private ScrollViewer? _scrollViewer;
+
+        // 正在进行的请求相关
+        private CancellationTokenSource? _internalCts;
+        private CancellationToken? _externalCancelToken;
+        private CancellationTokenSource? _linkedCts;
+        private AIAnalyze? _analyzer;
+        private TimeIndexedPrefixSums? _eventCounts;
+
+        // 分析状态
+        private bool _isRunning;
+        private bool _isFailed;
+        private bool _canRetry;
+
+        // 回滚点
+        private int _blockCountBeforeSegment;
+        private int _lastSuccessfulSegment = -1;
+
+        // 思考块
+        private UpdateCollapsibleSection? _updateCurrentThinkingSection;
+        private DateTime _thinkingStartTime;
+        private bool _thinkBlockWasExpanded = false;
+        // 输出段落
+        private (Paragraph? Think, Paragraph? Content)? _currentContent;
+
+        // 进度计时
+        private TimeSpan _previousTotalTime;
+        private int _previousTotalChars;
+        private DateTimeOffset _analysisStartTime;
+        private int _currentOutputChars;
+        private EmaSpeed? _emaSpeed;
+        private DispatcherTimer? _uiTimer;
+        // 缓冲区
+        private readonly ConcurrentQueue<(AIAnalyze.AIChunk Chunk, DateTimeOffset Time)> _chunkQueue = new();
+
+        // Token 累计
+        private int _totalPromptTokens;
+        private int _totalCompletionTokens;
+
+        // ---------- properties ----------
+        // 外部注入：每次请求前调用获取最新配置
+        // 委托类型变更
+        public Func<AiRequestContext>? GetRequestContext { get; set; }
+
+        // ---------- methods ----------
+
+        // ---- constructor & reset ----
+        public AIChatPanel()
+        {
+            InitializeComponent();
+            _document = new FlowDocument
+            {
+                FontFamily = DefaultFontFamily,
+                FontSize = DefaultFontSize,
+
+                PagePadding = new Thickness(0),
+
+                ColumnWidth = 999999,
+
+                TextAlignment = TextAlignment.Left,
+            };
+            TextOptions.SetTextFormattingMode(_document, TextFormattingMode.Display);
+            TextOptions.SetTextRenderingMode(_document, TextRenderingMode.ClearType);
+            _outputViewer.Document = _document;
+            _outputViewer.Loaded += OnOutputViewerLoaded;
+            ResetInternal();
+        }
+
+        private void OnOutputViewerLoaded(object? sender, RoutedEventArgs ea)
+        {
+            ScrollViewer? GetScrollViewer(DependencyObject dep)
+            {
+                if (dep is ScrollViewer sv)
+                {
+                    return sv;
+                }
+
+                for (int i = 0; i < VisualTreeHelper.GetChildrenCount(dep); ++i)
+                {
+                    var child = VisualTreeHelper.GetChild(dep, i);
+                    var result = GetScrollViewer(child);
+                    if (result != null)
+                    {
+                        return result;
+                    }
+                }
+
+                return null;
+            }
+            _scrollViewer = GetScrollViewer(_outputViewer);
+        }
+
+        public void Reset()
+        {
+            if (_isRunning)
+            {
+                _internalCts?.Cancel();
+            }
+            ResetInternal();
+        }
+
+        private void ResetInternal()
+        {
+            _isRunning = false;
+            _isFailed = false;
+            _canRetry = false;
+            _lastSuccessfulSegment = -1;
+            _blockCountBeforeSegment = 0;
+            _analyzer = null;
+            _eventCounts = null;
+
+            _document.Blocks.Clear();
+            _updateCurrentThinkingSection = null;
+            _thinkBlockWasExpanded = false;
+            _currentContent = null;
+
+            _previousTotalTime = TimeSpan.Zero;
+            _previousTotalChars = 0;
+            _analysisStartTime = DateTimeOffset.UtcNow;
+            _currentOutputChars = 0;
+
+            _phaseText.Text = string.Empty;
+            _timeText.Text = string.Empty;
+
+            _charProgressText.Text = string.Empty;
+            _instantSpeedText.Text = string.Empty;
+            _avgSpeedText.Text = string.Empty;
+            _currentTokensText.Text = string.Empty;
+            _conversationTokensText.Text = string.Empty;
+
+            _totalPromptTokens = 0;
+            _totalCompletionTokens = 0;
+
+            StopUiTimer();
+            UpdateButtons();
+        }
+
+        // ---- public API ----
+        internal async Task StartAnalysisAsync(
+            Replay replay,
+            ImmutableSortedDictionary<int, Player> players,
+            string replayData,
+            TimeIndexedPrefixSums eventCounts,
+            CancellationToken externalToken)
+        {
+            if (_isRunning)
+            {
+                return;
+            }
+
+            ResetInternal();
+            _isRunning = true;
+            UpdateButtons();
+
+            // 配置委托必须存在
+            if (GetRequestContext is null)
+            {
+                AddErrorBlock("[错误] 未配置 GetConfig 委托");
+                _phaseText.Text = "分析失败";
+                _isRunning = false;
+                _isFailed = true;
+                UpdateButtons();
+                return;
+            }
+
+            // 链接取消令牌
+            _internalCts = new CancellationTokenSource();
+            _externalCancelToken = externalToken;
+            _linkedCts = CancellationTokenSource.CreateLinkedTokenSource(externalToken, _internalCts.Token);
+
+            // 记录初始回滚点（日志块之后）
+            _blockCountBeforeSegment = _document.Blocks.Count;
+
+            // 启动 UI 计时器
+            StartUiTimer();
+
+            // 整体分析
+            try
+            {
+                using var onExit = new OnDisposeAction(() =>
+                {
+                    FinishCurrentContent();
+                    // invoke UI update one last time to ensure final state is reflected
+                    OnUiTimerTick(null, EventArgs.Empty);
+                    // ensure UI timer is stopped before catch or finally blocks
+                    StopUiTimer();
+                });
+
+                _analyzer = new AIAnalyze();
+                _eventCounts = eventCounts;
+
+                FinishCurrentContent();
+                var requestContext = GetRequestContext();
+
+                var systemPrompt = AIAnalyze.GetSystemPrompt(replay, players);
+                var userPrompt = AIAnalyze.BuildUserPrompt(replay.Mod, players, replayData, out var userPromptPrefix);
+                AppendLog($"让 AI 了解录像...", 
+                    userPromptPrefix
+                    + "[输入：操作信息流水账]\r\n"
+                    + $"[AI: {requestContext.Provider.Name}/{requestContext.Model.ModelId}]",
+                    true);
+
+                #region info
+                var (systemPromptSize, systemPromptTokenCount) = AIAnalyze.EstimateTokenCount(systemPrompt);
+                var (userPromptSize, userPromptTokenCount) = AIAnalyze.EstimateTokenCount(userPrompt);
+                var totalPromptSize = systemPromptSize + userPromptSize;
+                var totalPromptTokenCount = systemPromptTokenCount + userPromptTokenCount;
+                var estimateText = $"系统提示词: {FormatNumber(systemPromptSize, true, "B")}，约 {FormatNumber(systemPromptTokenCount, false)} Token\r\n" +
+                    $"初始用户提示词: {FormatNumber(userPromptSize, true, "B")}，约 {FormatNumber(userPromptTokenCount, false)} Token\r\n" +
+                    $"总大小: {FormatNumber(totalPromptSize, true, "B")}，约 {FormatNumber(totalPromptTokenCount, false)} Token";
+                AppendLog("初始阶段 Token 用量预测", estimateText, false);
+                #endregion
+
+                var result = await _analyzer.AnalyzeAsync(
+                    systemPrompt,
+                    userPrompt,
+                    requestContext,
+                    OnChunk,
+                    _linkedCts.Token);
+
+                UpdateTokenDisplay(result);
+
+                var eventCountsBuilder = new StringBuilder();
+                foreach (var (Start, End, Description) in result.State.Segments)
+                {
+                    var count = eventCounts.Query(Start, End);
+                    eventCountsBuilder.AppendLine($"[{Start:mm\\:ss\\.ff} - {End:mm\\:ss\\.ff}]，事件数: {count}");
+                }
+                AppendLog("各分段事件数量", eventCountsBuilder.ToString(), false);
+
+                // 分析完成，分段列表就绪
+                _lastSuccessfulSegment = 0;
+
+                // 分段分析循环
+                await ProcessSegmentsAsync(result.State, eventCounts);
+
+                // 总结
+                await ProcessSummaryAsync(eventCounts);
+
+                // 成功结束
+                _phaseText.Text = "分析完成";
+                AppendLog("分析完成。", null, true);
+            }
+            catch (OperationCanceledException)
+            {
+                AddErrorBlock("[已取消]");
+                _phaseText.Text = "分析已取消";
+                _isFailed = true;
+                _canRetry = (_analyzer != null);
+            }
+            catch (Exception ex)
+            {
+                AddErrorBlock($"[错误] {ex.Message}");
+                _phaseText.Text = "分析失败";
+                _isFailed = true;
+                _canRetry = (_analyzer != null); // 如果 analyzer 仍可用，允许重试
+            }
+            finally
+            {
+                _isRunning = false;
+                StopUiTimer();
+                UpdateButtons();
+                _linkedCts?.Dispose();
+                _linkedCts = null;
+                _internalCts?.Dispose();
+                _internalCts = null;
+            }
+        }
+
+        // ---- 分析阶段 ----
+        private async Task ProcessSegmentsAsync(AIAnalyze.State lastState,
+                                                TimeIndexedPrefixSums eventCounts)
+        {
+            _analyzer!.SetState(lastState);
+            while (lastState.CurrentSegment < lastState.Segments.Count)
+            {
+                if (_linkedCts is null)
+                {
+                    break;
+                }
+                _linkedCts.Token.ThrowIfCancellationRequested();
+                var seg = lastState.Segments[lastState.CurrentSegment];
+                var segmentIndex = lastState.CurrentSegment + 1;
+                var totalSegments = lastState.Segments.Count;
+
+                _phaseText.Text = $"正在分析第 {segmentIndex}/{totalSegments} 段";
+
+                FinishCurrentContent();
+                // 记录回滚点
+                _blockCountBeforeSegment = _document.Blocks.Count;
+
+                // 计算事件数
+                var eventCount = eventCounts.Query(seg.Start, seg.End);
+                var segmentPrompt = AIAnalyze.BuildSegmentUserPrompt(lastState.Segments, lastState.CurrentSegment, eventCount);
+                var requestContext = GetRequestContext!();
+                AppendLog($"让 AI 分析第{segmentIndex}段...", 
+                    segmentPrompt
+                    + $"\r\n[AI: {requestContext.Provider.Name}/{requestContext.Model.ModelId}]",
+                    true);
+                var segmentResult = await _analyzer.ContinueAnalyzeAsync(
+                    segmentPrompt,
+                    requestContext,
+                    OnChunk,
+                    _linkedCts.Token);
+                _lastSuccessfulSegment = lastState.CurrentSegment;
+                lastState = segmentResult.State;
+                UpdateTokenDisplay(segmentResult);
+                AppendLog($"第{segmentIndex}段完成。", null, true);
+            }
+        }
+
+        private async Task ProcessSummaryAsync(TimeIndexedPrefixSums eventCounts)
+        {
+            if (_linkedCts is null)
+            {
+                return;
+            }
+            _linkedCts.Token.ThrowIfCancellationRequested();
+
+            _phaseText.Text = "正在生成总结...";
+            FinishCurrentContent();
+            _blockCountBeforeSegment = _document.Blocks.Count;
+
+            var totalEvents = eventCounts.GetTotal();
+            var finalPrompt = AIAnalyze.BuildFinalUserPrompt(totalEvents);
+            var requestContext = GetRequestContext!();
+            AppendLog($"让 AI 生成总结...", 
+                finalPrompt
+                + $"\r\n[AI: {requestContext.Provider.Name}/{requestContext.Model.ModelId}]",
+                true);
+            
+            var result = await _analyzer!.FinishAnalyzeAsync(
+                finalPrompt,
+                requestContext,
+                OnChunk,
+                _linkedCts.Token);
+
+            UpdateTokenDisplay(result);
+        }
+
+        // ---- 块追加与折叠 ----
+        private void OnChunk(AIAnalyze.AIChunk chunk)
+        {
+            _chunkQueue.Enqueue((chunk, DateTimeOffset.UtcNow));
+        }
+
+        private void StartThinkingBlock()
+        {
+            _thinkingStartTime = DateTime.Now;
+            var (_, content, update) = CreateCollapsibleSection("💭 AI 思考中...", collapsedByDefault: false);
+            _currentContent = (Think: content, _currentContent?.Content);
+            _updateCurrentThinkingSection = update;
+            _thinkBlockWasExpanded = true;
+        }
+
+        private void EndThinkingBlock()
+        {
+            _thinkBlockWasExpanded = false;
+            
+            if (_updateCurrentThinkingSection is null)
+            {
+                return;
+            }
+
+            var elapsed = (DateTime.Now - _thinkingStartTime).TotalSeconds;
+            var timeText = elapsed < 60
+                ? $"{elapsed:F0} 秒"
+                : $"{elapsed / 60:F1} 分钟";
+
+            // 自动折叠：移除段落，更新按钮文字
+            _updateCurrentThinkingSection($"💭 AI 已思考完毕（用时 {timeText}）", true);
+            _updateCurrentThinkingSection = null;
+        }
+
+        private void StartContentParagraph()
+        {
+            _currentContent = (_currentContent?.Think, Content: new Paragraph());
+            _document.Blocks.Add(_currentContent.Value.Content);
+        }
+
+        private void AppendToParagraph(Paragraph? paragraph, string text, ParagraphStyle style)
+        {
+            if (paragraph is null)
+            {
+                Debug.Instance.DebugMessage += "[AIChatPanel] AppendToParagraph: paragraph is null, creating a new content paragraph.\r\n";
+
+                // 未预期的情况，创建一个新的内容段落
+                StartContentParagraph();
+                paragraph = _currentContent!.Value.Content!;
+            }
+
+            paragraph.Inlines.Add(new Run(text)
+            {
+                Foreground = style.Foreground,
+                FontSize = style.FontSize
+            });
+        }
+
+        // ---- 折叠块辅助 ----
+        private (Section Section, Paragraph Content, UpdateCollapsibleSection UpdateSection)
+            CreateCollapsibleSection(string title, bool collapsedByDefault)
+        {
+            var currentTitle = title;
+            var currentlyCollapsed = collapsedByDefault;
+
+            var section = new Section();
+            var header = new Paragraph();
+            var content = new Paragraph();
+            var hyperLink = new Hyperlink(new Run(""))
+            {
+                Foreground = CollapsibleSectionHeaderStyle.Foreground,
+                FontSize = CollapsibleSectionHeaderStyle.FontSize,
+                TextDecorations = null,
+            };
+            section.Blocks.Add(header);
+            section.Blocks.Add(content);
+            header.Inlines.Add(hyperLink);
+
+            void UpdateCollapsibleSection(string newTitle, bool willBeCollapsed)
+            {
+                currentTitle = newTitle;
+                currentlyCollapsed = willBeCollapsed;
+
+                var run = (Run)hyperLink.Inlines.FirstInline;
+                run.Text = currentlyCollapsed ? $"{currentTitle} ⯈" : $"{currentTitle} ⯆";
+                if (currentlyCollapsed)
+                {
+                    section.Blocks.Remove(content);
+                }
+                else
+                {
+                    if (!section.Blocks.Contains(content))
+                    {
+                        section.Blocks.Add(content);
+                    }
+                }
+            }
+
+            hyperLink.Click += (s, e) =>
+            {
+                UpdateCollapsibleSection(currentTitle, !currentlyCollapsed);
+            };
+            hyperLink.MouseEnter += (s, e) =>
+            {
+                hyperLink.Foreground = CollapsibleSectionHeaderHoverStyle.Foreground;
+            };
+            hyperLink.MouseLeave += (s, e) =>
+            {
+                hyperLink.Foreground = CollapsibleSectionHeaderStyle.Foreground;
+            };
+
+            UpdateCollapsibleSection(currentTitle, collapsedByDefault);
+
+            _document.Blocks.Add(section);
+
+            return (section, content, UpdateCollapsibleSection);
+        }
+
+        private void AppendLog(string title, string? details, bool collapsed)
+        {
+            AutoScroll();
+            FinishCurrentContent();
+            title = $"📋 {title}";
+            if (string.IsNullOrEmpty(details))
+            {
+                var paragraph = new Paragraph(new Run(title)
+                {
+                    Foreground = LogStyle.Foreground,
+                });
+                _document.Blocks.Add(paragraph);
+                return;
+            }
+
+            var logParagraph = CreateCollapsibleSection(title, collapsed).Content;
+            logParagraph.Inlines.Add(new Run(details)
+            {
+                Foreground = LogStyle.Foreground,
+                FontSize = LogStyle.FontSize
+            });
+        }
+
+        // ---- UI 更新与计时 ----
+        private void StartUiTimer()
+        {
+            _analysisStartTime = DateTimeOffset.UtcNow;
+            _currentOutputChars = 0;
+            _emaSpeed = new EmaSpeed();
+
+            _uiTimer = new DispatcherTimer
+            {
+                Interval = TimeSpan.FromMilliseconds(100)
+            };
+            _uiTimer.Tick += OnUiTimerTick;
+            _uiTimer.Start();
+        }
+
+        private void StopUiTimer()
+        {
+            // discard everything in _chunkQueue
+            while (_chunkQueue.TryDequeue(out _)) { }
+            if (_uiTimer is not null)
+            {
+                _uiTimer.Stop();
+                _uiTimer.Tick -= OnUiTimerTick;
+                _uiTimer = null;
+
+                _previousTotalTime += DateTimeOffset.UtcNow - _analysisStartTime;
+                _previousTotalChars += _currentOutputChars;
+            }
+        }
+
+        private void OnUiTimerTick(object? sender, EventArgs e)
+        {
+            FlushPendingChunks();
+
+            var now = DateTime.Now;
+            var elapsed = now - _analysisStartTime;
+            var totalElapsed = _previousTotalTime + elapsed;
+            var totalChars = _previousTotalChars + _currentOutputChars;
+            _timeText.Text = $"{elapsed:mm\\:ss}";
+            _charProgressText.Text = $"总字数: {totalChars}";
+
+            if (_emaSpeed is not null)
+            {
+                var speed = _emaSpeed.GetDisplaySpeed(now);
+                var avgSpeed = elapsed.TotalSeconds > 0
+                    ? totalChars / totalElapsed.TotalSeconds
+                    : 0;
+                _instantSpeedText.Text = $"{speed:0} 字/秒";
+                _avgSpeedText.Text = $"平均 {avgSpeed:0.00} 字/秒";
+            }
+        }
+
+        private void FinishCurrentContent()
+        {
+            FlushPendingChunks();
+            _currentContent = null;
+        }
+
+        private void FlushPendingChunks()
+        {
+            AutoScroll();
+
+            var thinkSb = new StringBuilder();
+            var contentSb = new StringBuilder();
+            var errorSb = new StringBuilder();
+            while (_chunkQueue.TryDequeue(out var data))
+            {
+                var (chunk, time) = data;
+                if (chunk.Type == AIAnalyze.AIChunkType.Reasoning)
+                {
+                    if (_currentContent?.Think is null)
+                    {
+                        StartThinkingBlock();
+                    }
+                    thinkSb.Append(chunk.Text);
+                    _currentOutputChars += chunk.Text.Length;
+                    _emaSpeed?.ProcessEvent(chunk.Text.Length, time);
+                }
+                else if (chunk.Type == AIAnalyze.AIChunkType.Content)
+                {
+                    if (_currentContent?.Content is null)
+                    {
+                        StartContentParagraph();
+                    }
+                    contentSb.Append(chunk.Text);
+                    _currentOutputChars += chunk.Text.Length;
+                    _emaSpeed?.ProcessEvent(chunk.Text.Length, time);
+                }
+                else if (chunk.Type == AIAnalyze.AIChunkType.Error)
+                {
+                    errorSb.AppendLine(chunk.Text);
+                }
+            }
+
+            if (thinkSb.Length > 0)
+            {
+                AppendToParagraph(_currentContent?.Think, thinkSb.ToString(), ThinkStyle);
+            }
+            if (contentSb.Length > 0)
+            {
+                if (_thinkBlockWasExpanded)
+                {
+                    EndThinkingBlock();
+                }
+                AppendToParagraph(_currentContent?.Content, contentSb.ToString(), ContentStyle);
+            }
+            if (errorSb.Length > 0)
+            {
+                AddErrorBlock(errorSb.ToString());
+            }
+        }
+
+        private void AutoScroll()
+        {
+            const double BottomThreshold = 20.0;
+            var isNearBottom = false;
+            if (_scrollViewer is not null)
+            {
+                isNearBottom = _scrollViewer.VerticalOffset + _scrollViewer.ViewportHeight
+                       >= _scrollViewer.ExtentHeight - BottomThreshold;
+            }
+            if (isNearBottom)
+            {
+                Dispatcher.BeginInvoke(DispatcherPriority.Background, new Action(() =>
+                {
+                    _scrollViewer?.ScrollToEnd();
+                }));
+            }
+        }
+
+        // ---- Token 显示 ----
+        private void UpdateTokenDisplay(AIAnalyze.Result result)
+        {
+            _totalPromptTokens += result.PromptTokens ?? 0;
+            _totalCompletionTokens += result.CompletionTokens ?? 0;
+            var total = _totalPromptTokens + _totalCompletionTokens;
+            _currentTokensText.Text =
+                $"上次请求 Token：输入 {FormatNumber(result.PromptTokens, false)}"
+                + $" 输出 {FormatNumber(result.CompletionTokens, false)}";
+            _conversationTokensText.Text =
+                $"累计 Token：输入 {FormatNumber(_totalPromptTokens, false)}"
+                + $" 输出 {FormatNumber(_totalCompletionTokens, false)}"
+                + $" 总计 {FormatNumber(total, false)}";
+        }
+
+        // ---- 回滚与错误显示 ----
+        private void RollbackToLastSavePoint()
+        {
+            FinishCurrentContent();
+
+            while (_document.Blocks.Count > _blockCountBeforeSegment)
+            {
+                _document.Blocks.Remove(_document.Blocks.LastBlock);
+            }
+
+            _updateCurrentThinkingSection = null;
+            _thinkBlockWasExpanded = false;
+            _currentContent = null;
+        }
+
+        private void AddErrorBlock(string message)
+        {
+            AutoScroll();
+            FinishCurrentContent();
+            var paragraph = new Paragraph(new Run(message)
+            {
+                Foreground = ErrorStyle.Foreground,
+                FontWeight = FontWeights.Bold
+            });
+            _document.Blocks.Add(paragraph);
+        }
+
+        // ---- 按钮动作 ----
+        private void OnCancelClick(object sender, RoutedEventArgs e)
+        {
+            _internalCts?.Cancel();
+        }
+
+        private async void OnRetryClick(object sender, RoutedEventArgs e)
+        {
+            if (!_canRetry || _analyzer is null || _eventCounts is null)
+            {
+                MessageBox.Show("无法重试：没有可用的分析器或事件计数。", "错误", MessageBoxButton.OK, MessageBoxImage.Error);
+                return;
+            }
+            if (_externalCancelToken is not { } externalCancelToken)
+            {
+                MessageBox.Show("无法重试：外部取消令牌不可用。", "错误", MessageBoxButton.OK, MessageBoxImage.Error);
+                return;
+            }
+            if (_analyzer.LastSuccessfulState.CurrentSegment < 0)
+            {
+                _canRetry = false;
+                UpdateButtons();
+                MessageBox.Show("请重新点击“AI分析”按钮", "错误", MessageBoxButton.OK, MessageBoxImage.Error);
+                return;
+            }
+
+            // 回滚到上一个成功段落
+            RollbackToLastSavePoint();
+            // 移除可能已有的错误信息
+            if (_document.Blocks.LastBlock is Paragraph lastPara
+                && lastPara.Inlines.FirstInline is Run run
+                && run.Text.StartsWith("[错误]"))
+            {
+                _document.Blocks.Remove(lastPara);
+            }
+
+            _isFailed = false;
+            _canRetry = false;
+            _isRunning = true;
+            UpdateButtons();
+
+            StartUiTimer();
+            // 继续分段循环
+            try
+            {
+                using var onExit = new OnDisposeAction(() =>
+                {
+                    FinishCurrentContent();
+                    // invoke UI update one last time to ensure final state is reflected
+                    OnUiTimerTick(null, EventArgs.Empty);
+                    // ensure UI timer is stopped before catch or finally blocks
+                    StopUiTimer();
+                });
+
+                // 创建新的 CancellationTokenSource，允许新的取消
+                _internalCts = new CancellationTokenSource();
+                _linkedCts = CancellationTokenSource.CreateLinkedTokenSource(externalCancelToken, _internalCts.Token);
+
+                // 注意：此时 _analyzer.CurrentSegment 停留在失败的那一段
+                // 需要继续 ProcessSegmentsAsync，但需要将现有的 result.State 作为起点
+                await ProcessSegmentsAsync(_analyzer.LastSuccessfulState, _eventCounts);
+
+                // 总结
+                await ProcessSummaryAsync(_eventCounts);
+            }
+            catch (OperationCanceledException)
+            {
+                RollbackToLastSavePoint();
+                AddErrorBlock("[已取消]");
+                _isFailed = true;
+                _canRetry = (_analyzer != null);
+            }
+            catch (Exception ex)
+            {
+                RollbackToLastSavePoint();
+                AddErrorBlock($"[错误] {ex.Message}");
+                _isFailed = true;
+                _canRetry = (_analyzer != null);
+            }
+            finally
+            {
+                _isRunning = false;
+                StopUiTimer();
+                UpdateButtons();
+                _linkedCts?.Dispose();
+                _linkedCts = null;
+                _internalCts?.Dispose();
+                _internalCts = null;
+            }
+        }
+
+        private void OnAbortClick(object sender, RoutedEventArgs e)
+        {
+            _internalCts?.Cancel();
+            Reset();
+        }
+
+        // ---- 按钮状态管理 ----
+        private void UpdateButtons()
+        {
+            _cancelButton.Visibility = _isRunning ? Visibility.Visible : Visibility.Collapsed;
+            _retryButton.Visibility = _isFailed && _canRetry ? Visibility.Visible : Visibility.Collapsed;
+            _abortButton.Visibility = _isFailed || _isRunning ? Visibility.Visible : Visibility.Collapsed;
+        }
+
+        private static string FormatNumber(long? n, bool binary, string unit = "")
+        {
+            if (n is null)
+            {
+                return "N/A";
+            }
+            var k = binary ? 1024.0 : 1000.0;
+            var m = k * k;
+            if (n < k)
+            {
+                return $"{n}{unit}";
+            }
+            if (n < m)
+            {
+                return $"{n / k:0.#}{(binary ? "Ki" : "K")}{unit}";
+            }
+            return $"{n / m:0.#}{(binary ? "Mi" : "M")}{unit}";
+        }
+    }
+}
@@ -0,0 +1,131 @@
+<UserControl x:Class="AnotherReplayReader.AIProviderSettingsControl"
+             xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
+             xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+             xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+             xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+             mc:Ignorable="d"
+             d:DesignHeight="350" d:DesignWidth="650">
+    <Grid Margin="10">
+        <Grid.ColumnDefinitions>
+            <ColumnDefinition Width="180"/>
+            <ColumnDefinition Width="*"/>
+        </Grid.ColumnDefinitions>
+
+        <!-- 左侧：Provider 列表 -->
+        <Grid Grid.Column="0">
+            <Grid.RowDefinitions>
+                <RowDefinition Height="*"/>
+                <RowDefinition Height="Auto"/>
+            </Grid.RowDefinitions>
+
+            <ListBox x:Name="_providerListBox"
+                     Grid.Row="0"
+                     DisplayMemberPath="Name"
+                     SelectionChanged="OnProviderSelectionChanged"/>
+
+            <StackPanel Grid.Row="1" Orientation="Horizontal" HorizontalAlignment="Right">
+                <Button Content="新增" Click="OnAddProviderClick" Margin="2"/>
+                <Button Content="删除" Click="OnRemoveProviderClick" Margin="2"/>
+            </StackPanel>
+        </Grid>
+
+        <!-- 右侧：Provider 编辑 + 模型管理 -->
+        <Grid Grid.Column="1" Margin="10,0,0,0">
+            <Grid.RowDefinitions>
+                <RowDefinition Height="Auto"/>
+                <RowDefinition Height="*"/>
+            </Grid.RowDefinitions>
+
+            <!-- Provider 基本信息 -->
+            <Grid Grid.Row="0">
+                <Grid.RowDefinitions>
+                    <RowDefinition Height="Auto"/>
+                    <RowDefinition Height="Auto"/>
+                    <RowDefinition Height="Auto"/>
+                    <RowDefinition Height="Auto"/>
+                </Grid.RowDefinitions>
+                <Grid.ColumnDefinitions>
+                    <ColumnDefinition Width="80"/>
+                    <ColumnDefinition Width="*"/>
+                </Grid.ColumnDefinitions>
+
+                <Label Grid.Row="0" Grid.Column="0" Content="名称"/>
+                <TextBox x:Name="_providerNameBox" Grid.Row="0" Grid.Column="1"/>
+
+                <Label Grid.Row="1" Grid.Column="0" Content="Base URL"/>
+                <TextBox x:Name="_providerUrlBox" Grid.Row="1" Grid.Column="1"/>
+
+                <Label Grid.Row="2" Grid.Column="0" Content="API Key"/>
+                <PasswordBox x:Name="_providerKeyBox" Grid.Row="2" Grid.Column="1"/>
+
+                <StackPanel Grid.Row="3" Grid.ColumnSpan="2" Orientation="Horizontal" Margin="0,5">
+                    <Label Content="Temperature" VerticalAlignment="Center"/>
+                    <TextBox x:Name="_temperatureBox" Width="50" Margin="2"/>
+                    <Label Content="TopP" VerticalAlignment="Center" Margin="10,0,0,0"/>
+                    <TextBox x:Name="_topPBox" Width="50" Margin="2"/>
+                    <Label Content="MaxTokens" VerticalAlignment="Center" Margin="10,0,0,0"/>
+                    <TextBox x:Name="_maxTokensBox" Width="60" Margin="2"/>
+                    <Button Content="应用" Click="OnApplyProviderClick" Margin="10,0,0,0"/>
+                </StackPanel>
+            </Grid>
+
+            <!-- 模型管理区域 -->
+            <GroupBox Header="模型" Grid.Row="1" Margin="0,5,0,0">
+                <DockPanel>
+                    <StackPanel DockPanel.Dock="Top" Orientation="Horizontal" Margin="0,0,0,5">
+                        <ComboBox x:Name="_modelComboBox"
+                                  Width="200"
+                                  DisplayMemberPath="DisplayText"
+                                  SelectionChanged="OnModelSelectionChanged"/>
+                        <Button Content="获取模型列表" Click="OnFetchModelsClick" Margin="5,0"/>
+                        <Button Content="添加自定义" Click="OnAddCustomModelClick" Margin="5,0"/>
+                        <Button Content="删除模型" Click="OnRemoveModelClick" Margin="5,0"/>
+                    </StackPanel>
+
+                    <!-- 模型详情 -->
+                    <Grid>
+                        <Grid.RowDefinitions>
+                            <RowDefinition Height="Auto"/>
+                            <RowDefinition Height="Auto"/>
+                            <RowDefinition Height="Auto"/>
+                            <RowDefinition Height="*"/>
+                            <RowDefinition Height="Auto"/>
+                            <RowDefinition Height="Auto"/>
+                        </Grid.RowDefinitions>
+                        <Grid.ColumnDefinitions>
+                            <ColumnDefinition Width="100"/>
+                            <ColumnDefinition Width="*"/>
+                        </Grid.ColumnDefinitions>
+
+                        <Label Grid.Row="0" Grid.Column="0" Content="模型 ID"/>
+                        <TextBox x:Name="_modelIdBox" Grid.Row="0" Grid.Column="1"/>
+
+                        <Label Grid.Row="1" Grid.Column="0" Content="上下文长度"/>
+                        <TextBox x:Name="_contextLengthBox" Grid.Row="1" Grid.Column="1"/>
+
+                        <CheckBox x:Name="_supportsSseCheck"
+                                  Grid.Row="2" Grid.Column="1"
+                                  Content="支持 SSE 流式输出"
+                                  Margin="0,5"/>
+
+                        <Label Grid.Row="3" Grid.Column="0" Content="高级参数"/>
+                        <TextBox x:Name="_extraParamsBox"
+                                 Grid.Row="3" Grid.Column="1"
+                                 MinHeight="80"
+                                 AcceptsReturn="True"
+                                 ScrollViewer.VerticalScrollBarVisibility="Auto"/>
+
+                        <StackPanel Grid.Row="4" Grid.Column="1" Orientation="Horizontal" HorizontalAlignment="Right">
+                            <Button Content="应用模型修改" Click="OnApplyModelClick" Margin="2"/>
+                            <Button Content="从已知模板填充" Click="OnFillFromKnownModelsClick" Margin="2"/>
+                        </StackPanel>
+
+                        <TextBlock x:Name="_modelStatusText"
+                                   Grid.Row="5" Grid.ColumnSpan="2"
+                                   Foreground="Gray" Margin="0,5"/>
+                    </Grid>
+                </DockPanel>
+            </GroupBox>
+        </Grid>
+    </Grid>
+</UserControl>
@@ -0,0 +1,380 @@
+using System;
+using System.Collections.Generic;
+using System.Collections.ObjectModel;
+using System.Linq;
+using System.Text.Json;
+using System.Web.Routing;
+using System.Windows;
+using System.Windows.Controls;
+using System.Windows.Threading;
+
+namespace AnotherReplayReader
+{
+    public partial class AIProviderSettingsControl : UserControl
+    {
+        // ---------- fields ----------
+        private AiSettings _settings;
+        private AiProvider? _currentProvider;
+        private AiModel? _currentModel;
+
+        // 为了下拉框显示，内部包装
+        private record ModelDisplayItem(AiModel Model)
+        {
+            public string DisplayText =>
+                $"{Model.ModelId}{(Model.ContextLength == 0 ? " (未知性能)" : "")}";
+        }
+
+        // ---------- constructor ----------
+        public AIProviderSettingsControl()
+        {
+            InitializeComponent();
+            _settings = AiSettings.Load();
+            RefreshProviderList();
+            if (_settings.Providers.Count > 0)
+            {
+                _providerListBox.SelectedIndex = 0;
+            }
+        }
+
+        // ---------- public API ----------
+        public AiRequestContext? GetCurrentContext()
+        {
+            if (_currentProvider is null || _currentModel is null)
+            {
+                return null;
+            }
+            return new AiRequestContext(_currentProvider, _currentModel);
+        }
+
+        // ---------- Provider 列表管理 ----------
+        private void RefreshProviderList()
+        {
+            _providerListBox.ItemsSource = new ObservableCollection<AiProvider>(_settings.Providers);
+            _providerListBox.DisplayMemberPath = "Name";
+        }
+
+        private void OnProviderSelectionChanged(object sender, SelectionChangedEventArgs e)
+        {
+            _currentProvider = _providerListBox.SelectedItem as AiProvider;
+            if (_currentProvider is null)
+            {
+                return;
+            }
+
+            _providerNameBox.Text = _currentProvider.Name;
+            _providerUrlBox.Text = _currentProvider.BaseUrl;
+            _providerKeyBox.Password = _currentProvider.ApiKey;
+            _temperatureBox.Text = _currentProvider.DefaultTemperature.ToString();
+            _topPBox.Text = _currentProvider.DefaultTopP.ToString();
+            _maxTokensBox.Text = _currentProvider.DefaultMaxTokens.ToString();
+
+            RefreshModelList();
+        }
+
+        private void OnAddProviderClick(object sender, RoutedEventArgs e)
+        {
+            var newProvider = new AiProvider
+            {
+                Name = "新服务",
+                BaseUrl = "https://api.openai.com/v1"
+            };
+            _settings.Providers.Add(newProvider);
+            _settings.Save();
+            RefreshProviderList();
+            _providerListBox.SelectedItem = newProvider;
+        }
+
+        private void OnRemoveProviderClick(object sender, RoutedEventArgs e)
+        {
+            if (_currentProvider is null)
+            {
+                return;
+            }
+
+            var result = MessageBox.Show(
+                $"确定要删除服务 \"{_currentProvider.Name}\" 吗？",
+                "确认删除", MessageBoxButton.YesNo);
+            if (result != MessageBoxResult.Yes)
+            {
+                return;
+            }
+
+            _settings.Providers.Remove(_currentProvider);
+            _settings.Save();
+            RefreshProviderList();
+            if (_settings.Providers.Count > 0)
+            {
+                _providerListBox.SelectedIndex = 0;
+            }
+            else
+            {
+                _currentProvider = null;
+                ClearProviderFields();
+            }
+        }
+
+        private void OnApplyProviderClick(object sender, RoutedEventArgs e)
+        {
+            if (_currentProvider is null)
+            {
+                return;
+            }
+
+            _currentProvider.Name = _providerNameBox.Text;
+            _currentProvider.BaseUrl = _providerUrlBox.Text;
+            _currentProvider.ApiKey = _providerKeyBox.Password;
+            double.TryParse(_temperatureBox.Text, out double temp);
+            _currentProvider.DefaultTemperature = temp;
+            double.TryParse(_topPBox.Text, out double topP);
+            _currentProvider.DefaultTopP = topP;
+            int.TryParse(_maxTokensBox.Text, out int maxTokens);
+            _currentProvider.DefaultMaxTokens = maxTokens;
+
+            _settings.Save();
+            RefreshProviderList();
+            _providerListBox.SelectedItem = _currentProvider;
+            MessageBox.Show("服务配置已保存", "信息", MessageBoxButton.OK,
+                MessageBoxImage.Information);
+        }
+
+        private void ClearProviderFields()
+        {
+            _providerNameBox.Text = "";
+            _providerUrlBox.Text = "";
+            _providerKeyBox.Password = "";
+            _temperatureBox.Text = "";
+            _topPBox.Text = "";
+            _maxTokensBox.Text = "";
+            _modelComboBox.ItemsSource = null;
+        }
+
+        // ---------- 模型管理 ----------
+        private void RefreshModelList()
+        {
+            if (_currentProvider is null)
+            {
+                _modelComboBox.ItemsSource = null;
+                return;
+            }
+
+            var items = _currentProvider.Models
+                .Select(m => new ModelDisplayItem(Model: m ))
+                .ToList();
+            _modelComboBox.ItemsSource = new ObservableCollection<ModelDisplayItem>(items);
+
+            if (items.Count > 0)
+            {
+                _modelComboBox.SelectedIndex = 0;
+            }
+            else
+            {
+                ClearModelFields();
+            }
+        }
+
+        private void OnModelSelectionChanged(object sender, SelectionChangedEventArgs e)
+        {
+            var selected = _modelComboBox.SelectedItem as ModelDisplayItem;
+            _currentModel = selected?.Model;
+
+            if (_currentModel is null)
+            {
+                ClearModelFields();
+                return;
+            }
+
+            _modelIdBox.Text = _currentModel.ModelId;
+            _contextLengthBox.Text = _currentModel.ContextLength.ToString();
+            _supportsSseCheck.IsChecked = _currentModel.IsStream;
+
+            // 显示 ExtraParameters 为缩进 JSON
+            var json = JsonSerializer.Serialize(
+                _currentModel.ExtraParameters,
+                new JsonSerializerOptions { WriteIndented = true });
+            _extraParamsBox.Text = json;
+        }
+
+        private void OnFetchModelsClick(object sender, RoutedEventArgs e)
+        {
+            if (_currentProvider is null)
+            {
+                MessageBox.Show("请先选择一个服务");
+                return;
+            }
+            if (string.IsNullOrEmpty(_currentProvider.BaseUrl))
+            {
+                MessageBox.Show("请先填写 Base URL");
+                return;
+            }
+            if (string.IsNullOrEmpty(_currentProvider.ApiKey))
+            {
+                MessageBox.Show("请先填写 API Key");
+                return;
+            }
+
+            // 异步获取
+            Dispatcher.Invoke(async () =>
+            {
+                try
+                {
+                    _modelStatusText.Text = "正在获取模型列表...";
+                    var ids = await AiModelFetcher.FetchModelsAsync(
+                        _currentProvider!.BaseUrl,
+                        _currentProvider.ApiKey);
+
+                    // 将获取的 ID 与现有模型合并，新 ID 若不存在则添加
+                    var knownModels = KnownModels.GetAll();
+                    foreach (var id in ids)
+                    {
+                        if (_currentProvider.Models.All(m => m.ModelId != id))
+                        {
+                            var known = knownModels
+                                .OrderBy(k => KnownModels.GetSimilarity(k.ModelId, id))
+                                .FirstOrDefault();
+                            if (known != null && KnownModels.GetSimilarity(known.ModelId, id) >= KnownModels.SimilarityThreshold)
+                            {
+                                _currentProvider.Models.Add(new AiModel
+                                {
+                                    ModelId = id,
+                                    DisplayName = id,
+                                    ContextLength = known.ContextLength,
+                                    IsStream = known.IsStream,
+                                    ExtraParameters = new Dictionary<string, object>(known.ExtraParameters)
+                                });
+                            }
+                            else
+                            {
+                                _currentProvider.Models.Add(new AiModel
+                                {
+                                    ModelId = id,
+                                    ContextLength = 0,
+                                    IsStream = false
+                                });
+                            }
+                        }
+                    }
+
+                    _settings.Save();
+                    RefreshModelList();
+                    _modelStatusText.Text = $"获取成功，共 {ids.Count} 个模型";
+                }
+                catch (Exception ex)
+                {
+                    _modelStatusText.Text = $"获取失败: {ex.Message}";
+                }
+            });
+        }
+
+        private void OnAddCustomModelClick(object sender, RoutedEventArgs e)
+        {
+            if (_currentProvider is null)
+            {
+                return;
+            }
+
+            var newModel = new AiModel
+            {
+                ModelId = "custom-model-id",
+                ContextLength = 0,
+                IsStream = false
+            };
+            _currentProvider.Models.Add(newModel);
+            _settings.Save();
+            RefreshModelList();
+            _modelComboBox.SelectedItem = _modelComboBox.Items
+                .OfType<ModelDisplayItem>()
+                .Last();
+        }
+
+        private void OnRemoveModelClick(object sender, RoutedEventArgs e)
+        {
+            if (_currentProvider is null || _currentModel is null)
+            {
+                return;
+            }
+
+            var result = MessageBox.Show(
+                $"确定要删除模型 \"{_currentModel.ModelId}\" 吗？",
+                "确认删除", MessageBoxButton.YesNo);
+            if (result != MessageBoxResult.Yes)
+            {
+                return;
+            }
+
+            _currentProvider.Models.Remove(_currentModel);
+            _settings.Save();
+            RefreshModelList();
+        }
+
+        private void OnApplyModelClick(object sender, RoutedEventArgs e)
+        {
+            if (_currentModel is null)
+            {
+                return;
+            }
+
+            _currentModel.ModelId = _modelIdBox.Text;
+            if (int.TryParse(_contextLengthBox.Text, out int ctxLen))
+            {
+                _currentModel.ContextLength = ctxLen;
+            }
+            _currentModel.IsStream = _supportsSseCheck.IsChecked == true;
+
+            try
+            {
+                var dict = JsonSerializer.Deserialize<Dictionary<string, object>>(
+                    _extraParamsBox.Text);
+                if (dict is not null)
+                {
+                    _currentModel.ExtraParameters = dict;
+                }
+            }
+            catch
+            {
+                MessageBox.Show("高级参数格式错误，应为 JSON 键值对",
+                    "错误", MessageBoxButton.OK, MessageBoxImage.Error);
+                return;
+            }
+
+            _settings.Save();
+            RefreshModelList();
+            MessageBox.Show("模型修改已保存", "信息", MessageBoxButton.OK);
+        }
+
+        private void OnFillFromKnownModelsClick(object sender, RoutedEventArgs e)
+        {
+            if (_currentProvider is null || _currentModel is null)
+            {
+                return;
+            }
+
+            var known = KnownModels.GetAll()
+                .OrderBy(k => KnownModels.GetSimilarity(k.ModelId, _currentModel.ModelId))
+                .FirstOrDefault();                
+            if (known is not null
+                && KnownModels.GetSimilarity(known.ModelId, _currentModel.ModelId) >= KnownModels.SimilarityThreshold)
+            {
+                _currentModel.ExtraParameters = new Dictionary<string, object>(known.ExtraParameters);
+                _currentModel.IsStream = known.IsStream;
+                _currentModel.ContextLength = known.ContextLength;
+                RefreshModelList();
+                _modelComboBox.SelectedItem = _modelComboBox.Items
+                    .OfType<ModelDisplayItem>()
+                    .FirstOrDefault(m => m.Model.ModelId == _currentModel.ModelId);
+                MessageBox.Show("已从已知模板填充", "信息", MessageBoxButton.OK);
+            }
+            else
+            {
+                MessageBox.Show("未找到已知模板", "信息", MessageBoxButton.OK);
+            }
+        }
+
+        private void ClearModelFields()
+        {
+            _modelIdBox.Text = "";
+            _contextLengthBox.Text = "";
+            _supportsSseCheck.IsChecked = false;
+            _extraParamsBox.Text = "";
+        }
+    }
+}
@@ -39,88 +39,11 @@
                         UndoLimit="0"
                         ScrollViewer.VerticalScrollBarVisibility="Auto" />
            </TabItem>
-            <TabItem x:Name="_aiTab"
-                     Header="AI分析结果">
-                <Grid>
-                    <Grid.RowDefinitions>
-                        <RowDefinition Height="*" />
-                        <RowDefinition Height="Auto" />
-                    </Grid.RowDefinitions>
-                    <Grid.ColumnDefinitions>
-                        <ColumnDefinition Width="60*" />
-                        <ColumnDefinition Width="5" />
-                        <ColumnDefinition Width="40*" />
-                    </Grid.ColumnDefinitions>
-
-                    <!-- 左侧 -->
-                    <TextBox x:Name="_aiTextBox"
-                             Grid.Row="0"
-                             Grid.Column="0"
-                             TextWrapping="Wrap"
-                             IsReadOnly="True"
-                             IsUndoEnabled="False"
-                             UndoLimit="0"
-                             VerticalScrollBarVisibility="Auto"
-                             HorizontalScrollBarVisibility="Auto"/>
-                    <!-- splitter -->
-                    <GridSplitter Grid.Row="0"
-                                  Grid.Column="1"
-                                  Width="5"
-                                  HorizontalAlignment="Stretch"
-                                  VerticalAlignment="Stretch"/>
-
-                    <!-- 右侧 -->
-                    <TextBox x:Name="_aiReasoningTextBox"
-                             Grid.Row="0"
-                             Grid.Column="2"
-                             TextWrapping="Wrap"
-                             IsReadOnly="True"
-                             IsUndoEnabled="False"
-                             UndoLimit="0"
-                             VerticalScrollBarVisibility="Auto"
-                             HorizontalScrollBarVisibility="Auto"/>
-
-                    <StatusBar Grid.Row="1" Grid.ColumnSpan="3">
-                        <StatusBarItem>
-                            <Grid>
-                                <Grid.ColumnDefinitions>
-                                    <ColumnDefinition Width="80"/>
-                                    <ColumnDefinition Width="140"/>
-                                    <ColumnDefinition Width="160"/>
-                                    <ColumnDefinition Width="*"/>
-                                    <ColumnDefinition Width="180"/>
-                                </Grid.ColumnDefinitions>
-
-                                <!-- elapsed time -->
-                                <TextBlock x:Name="_elapsedTimeTextBlock"
-                                           Grid.Column="0"
-                                           TextTrimming="CharacterEllipsis"/>
-
-                                <!-- total content -->
-                                <TextBlock x:Name="_contentCountTextBlock"
-                                           Grid.Column="1"
-                                           TextTrimming="CharacterEllipsis"/>
-
-                                <!-- speed -->
-                                <TextBlock x:Name="_rateTextBlock"
-                                           Grid.Column="2"
-                                           TextTrimming="CharacterEllipsis"/>
-
-                                <!-- tokens details -->
-                                <TextBlock x:Name="_tokensDetailsTextBlock"
-                                           Grid.Column="3"
-                                           TextTrimming="CharacterEllipsis"/>
-                                
-                                <!-- extra status -->
-                                <TextBlock x:Name="_extraStatusTextBlock"
-                                           Grid.Column="4"
-                                           TextTrimming="CharacterEllipsis"
-                                           HorizontalAlignment="Right"
-                                           TextAlignment="Right"/>
-                            </Grid>
-                        </StatusBarItem>
-                    </StatusBar>
-                </Grid>
+            <TabItem Header="AI 分析结果">
+                <local:AIChatPanel x:Name="_aiPanel"/>
+            </TabItem>
+            <TabItem Header="AI 设置">
+                <local:AIProviderSettingsControl x:Name="_aiSettings"/>
            </TabItem>
        </TabControl>
    </DockPanel>
@@ -16,6 +16,7 @@ using System.Windows;
 using System.Windows.Controls;
 using System.Windows.Threading;
 using System.Xml.Linq;
+using static AnotherReplayReader.AIProviderSettingsControl;

 namespace AnotherReplayReader
 {
@@ -76,8 +77,7 @@ namespace AnotherReplayReader
        private readonly CancellationTokenSource _cancellation = new();
        private Model _model = new();
        private string? _cached;
-        private AIAnalyze.TimeIndexedPrefixSums? _cachedPrefixSums;
-        private DateTimeOffset _aiStartTime;
+        private TimeIndexedPrefixSums? _cachedPrefixSums;

        public EventDump()
        {
@@ -180,7 +180,7 @@ namespace AnotherReplayReader
            _tokenUsageLabel.Content = $"大小: {bytesCount / 1024.0:0.00} KiB，估计Token数: {estimatedTokenCount / 1000.0:0.00} K";
        }

-        private static string GeneratePlainText(Model model, out AIAnalyze.TimeIndexedPrefixSums prefixSums)
+        private static string GeneratePlainText(Model model, out TimeIndexedPrefixSums prefixSums)
        {
            prefixSums = new([], []);
            var sb = new StringBuilder();
@@ -431,194 +431,26 @@ namespace AnotherReplayReader

        private async void OnAIAnalyzeClick(object sender, RoutedEventArgs e)
        {
-            var cached = _cached;
-            if (cached is null)
+            if (_model.Replay is not { } replay)
+            {
+                MessageBox.Show(this, "请先选择录像");
+                return;
+            }
+            if (_cached is not { } cached || _cachedPrefixSums is not { } cachedPrefixSums)
            {
                MessageBox.Show(this, "请先生成文本");
                return;
            }

-            _aiStartTime = DateTimeOffset.MaxValue;
-            _elapsedTimeTextBlock.Text = "";
-            _contentCountTextBlock.Text = "";
-            _rateTextBlock.Text = "";
-            _tokensDetailsTextBlock.Text = "";
-            _extraStatusTextBlock.Text = "";
-
-            _aiTextBox.Clear();
-            _aiReasoningTextBox.Clear();
-
-            var pending = new ConcurrentQueue<AIAnalyzeUI.AIAnalyzeProgressData>();
-            var emaSpeedCalculator = new AIAnalyzeUI.EmaSpeed();
-            var totalCharacters = 0;
-
-            void TimerUpdateStatus(object sender, EventArgs ea)
+            var context = _aiSettings.GetCurrentContext();
+            if (context == null)
            {
-                if (_aiStartTime == DateTimeOffset.MaxValue)
-                {
-                    _elapsedTimeTextBlock.Text = "";
+                MessageBox.Show("请先在“AI 设置”页配置提供商并选择模型");
                return;
            }
-                var buffer = new Dictionary<AIAnalyze.AIChunkType, (TextBox Target, StringBuilder Text)>
-                {
-                    [AIAnalyze.AIChunkType.Content] = (_aiTextBox, new StringBuilder()),
-                    [AIAnalyze.AIChunkType.Reasoning] = (_aiReasoningTextBox, new StringBuilder()),
-                };
-                while (pending.TryDequeue(out var result))
-                {
-                    var (delta, timestamp, isExtra) = result;
-                    buffer[delta.Type].Text.Append(delta.Text);
-                    if (!isExtra)
-                    {
-                        totalCharacters += delta.Text.Length;
-                    }
-                    emaSpeedCalculator.ProcessEvent(result);
-                }
-                var now = DateTimeOffset.UtcNow;
-                var elapsed = now - _aiStartTime;
-                _elapsedTimeTextBlock.Text = $"{elapsed:mm\\:ss}";
-                _contentCountTextBlock.Text = $"内容字数: {totalCharacters}";
+            _aiPanel.GetRequestContext = _aiSettings.GetCurrentContext!;

-                var display = emaSpeedCalculator.GetDisplaySpeed(now);
-                _rateTextBlock.Text = $"{display:0.00} 字/秒；平均{totalCharacters / elapsed.TotalSeconds:0.00} 字/秒";
-
-                foreach (var kv in buffer)
-                {
-                    var (target, text) = kv.Value;
-                    if (text.Length > 0)
-                    {
-                        target.AppendText(text.ToString());
-                        text.Clear();
-                    }
-                }
-            }
-
-            var timer = new DispatcherTimer
-            {
-                Interval = TimeSpan.FromSeconds(0.1),
-            };
-            timer.Tick += TimerUpdateStatus;
-            timer.Start();
-            try
-            {
-                await LaunchAIAnalyze(cached, _cachedPrefixSums, pending.Enqueue);
-                TimerUpdateStatus(this, EventArgs.Empty);
-            }
-            catch (OperationCanceledException)
-            {
-                MessageBox.Show(this, "AI分析已取消");
-            }
-            catch (Exception ex)
-            {
-                MessageBox.Show(this, $"AI分析失败: {ex}");
-            }
-            finally
-            {
-                _aiStartTime = DateTimeOffset.MaxValue;
-                timer.Stop();
-            }
-        }
-
-        private async Task LaunchAIAnalyze(
-            string replayData,
-            AIAnalyze.TimeIndexedPrefixSums eventCounts,
-            Action<AIAnalyzeUI.AIAnalyzeProgressData> newContent
-        )
-        {
-            AIAnalyzeUI.Debug.Clear();
-            void AddExtraContent(string message)
-            {
-                var delta = new AIAnalyze.AIChunk
-                {
-                    Type = AIAnalyze.AIChunkType.Reasoning,
-                    Text = message,
-                };
-                newContent(new(Delta: delta, TimeStamp: null, IsExtra: true));
-                delta.Type = AIAnalyze.AIChunkType.Content;
-                newContent(new(Delta: delta, TimeStamp: null, IsExtra: true));
-            }
-
-            var analyzer = new AIAnalyze("https://integrate.api.nvidia.com/v1/", "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");
-            // var analyzer = new AIAnalyze("https://api.deepseek.com", "sk-a6ffa8e74bfc419bbb4722b5d4c79907");
-            var deepSeekExtraParams = new Dictionary<string, object>
-            {
-                ["model"] = "deepseek-ai/deepseek-v4-flash", // nvidia 
-                // ["model"] = "nvidia/nemotron-3-super-120b-a12b", "nvidia/nemotron-3-nano-30b-a3b" // slow
-                // ["model"] = "nvidia/nemotron-3-nano-30b-a3b", // not smark
-                // ["model"] = "deepseek-v4-flash", // deepseek official
-
-                ["temperature"] = 0.75,
-                ["top_p"] = 0.95,
-                ["max_tokens"] = 16384,
-                ["chat_template_kwargs"] = new
-                {
-                    thinking = true,
-                    reasoning_effort = "high"
-                },
-                ["reasoning_effort"] = "high",
-                ["thinking"] = new { type = "enabled" }
-            };
-            var systemPrompt = AIAnalyze.GetSystemPrompt(_model.Replay ?? throw new InvalidOperationException(), _model.Players);
-            var userPrompt = AIAnalyze.BuildUserPrompt(_model.Mod, _model.Players, replayData, out var userPromptPrefix);
-            AddExtraContent($"--- // 输入\r\n{userPromptPrefix}[输入：操作信息流水账]\r\n---\r\n");
-            #region info
-            var (systemPromptSize, systemPromptTokenCount) = AIAnalyze.EstimateTokenCount(systemPrompt);
-            var (userPromptSize, userPromptTokenCount) = AIAnalyze.EstimateTokenCount(userPrompt);
-            var totalPromptSize = systemPromptSize + userPromptSize;
-            var totalPromptTokenCount = systemPromptTokenCount + userPromptTokenCount;
-            var estimateText = $"系统提示大小: {systemPromptSize / 1024.0:0.00}KiB，估计Token数: {systemPromptTokenCount / 1000.0:0.00}K\r\n" +
-                $"用户提示大小: {userPromptSize / 1024.0:0.00} KiB，估计Token数: {userPromptTokenCount / 1000.0:0.00} K\r\n" +
-                $"总大小: {totalPromptSize / 1024.0:0.00} KiB，估计总Token数: {totalPromptTokenCount / 1000.0:0.00} K\r\n";
-            MessageBox.Show(this, estimateText, "提示", MessageBoxButton.OK, MessageBoxImage.Information);
-            #endregion
-            _extraStatusTextBlock.Text = "AI正在了解录像……";
-            _aiStartTime = DateTimeOffset.UtcNow;
-            var firstReader = AIAnalyzeUI.BuildAIChunkReader(newContent);
-            var result = await Task.Run(() => analyzer.AnalyzeAsync(
-                systemPrompt,
-                userPrompt,
-                deepSeekExtraParams,
-                firstReader,
-                _cancellation.Token
-            ));
-            _tokensDetailsTextBlock.Text = $"Token: {result.TotalTokens}（输入{result.PromptTokens}）";
-
-            AddExtraContent("\r\n--- // 分段大小\r\n");
-            foreach (var (Start, End, Description) in result.Segments)
-            {
-                var count = eventCounts.Query(Start, End);
-                AddExtraContent($"[{Start:mm\\:ss\\.ff} - {End:mm\\:ss\\.ff}]，事件数: {count}\r\n");
-            }
-
-            AddExtraContent("\r\n--- // 开始分段分析\r\n");
-            while (result.CurrentSegment < result.Segments.Count)
-            {
-                var (Start, End, Description) = result.Segments[result.CurrentSegment];
-                var currentSegmentName = $"{result.CurrentSegment + 1}";
-                _extraStatusTextBlock.Text = $"AI正在分析录像{currentSegmentName}/{result.Segments.Count}";
-                var segmentReader = AIAnalyzeUI.BuildAIChunkReader(newContent);
-                var eventCount = eventCounts.Query(Start, End);
-                var segmentUserPrompt = AIAnalyze.BuildSegmentUserPrompt(result.Segments, result.CurrentSegment, eventCount);
-                AddExtraContent($"--- // 输入\r\n{segmentUserPrompt}\r\n---\r\n");
-                result = await Task.Run(() => analyzer.ContinueAnalyzeAsync(
-                    segmentReader,
-                    segmentUserPrompt,
-                    _cancellation.Token
-                ));
-                _tokensDetailsTextBlock.Text = $"Token: {result.TotalTokens}（输入{result.PromptTokens}）";
-                AddExtraContent($"\r\n--- // 第{currentSegmentName}段已分析完毕\r\n");
-            }
-            var totalEvents = eventCounts.GetTotal();
-            var finalUserPrompt = AIAnalyze.BuildFinalUserPrompt(totalEvents);
-            AddExtraContent($"--- // 输入\r\n{finalUserPrompt}\r\n---\r\n");
-            _extraStatusTextBlock.Text = $"AI正在分析录像总结";
-            result = await Task.Run(() => analyzer.FinishAnalyzeAsync(
-                AIAnalyzeUI.BuildAIChunkReader(newContent),
-                finalUserPrompt,
-                _cancellation.Token
-            ));
-            _tokensDetailsTextBlock.Text = $"Token: {result.TotalTokens}（输入{result.PromptTokens}）";
-            AddExtraContent($"\r\n--- // 录像分析完毕\r\n");
+            await _aiPanel.StartAnalysisAsync(replay, _model.Players, cached, cachedPrefixSums, _cancellation.Token);
        }
    }
 }
@@ -85,6 +85,8 @@ namespace AnotherReplayReader.ReplayFile
                [0x1FB] = "选择编队", // 507
                [0x1FC] = "将编队加入选择", // 508
                [0x1FD] = "（未知指令 0x1FD）", // 509
+                // 0x1FE: int special power id; int 0 unknown; int unit id count;
+                // unit ids; unit id 0;
                [0x1FE] = "释放特殊能力（无目标）", // 510
                [0x1FF] = "释放特殊能力（指定位置）", // 511
                [0x200] = "释放特殊能力（指定位置和角度）", // 512
@@ -2,7 +2,6 @@
 using System;
 using System.Collections.Generic;
 using System.Collections.Immutable;
-using System.Diagnostics.Tracing;
 using System.IO;
 using System.Linq;
 using System.Net.Http;
@@ -18,133 +17,6 @@ namespace AnotherReplayReader.Utils
 {
    internal sealed class AIAnalyze
    {
-        public enum AIChunkType
-        {
-            Reasoning,
-            Content,
-            Json
-        }
-
-        public struct AIChunk
-        {
-            public AIChunkType Type;
-            public string Text;
-        }
-
-        public record Segment(TimeSpan Start, TimeSpan End, string Description);
-
-        public struct Result
-        {
-            public string Response;
-            public List<Segment> Segments;
-            public int CurrentSegment;
-            public int? PromptTokens;
-            public int? CompletionTokens;
-            public int? TotalTokens;
-            public int? ReasoningTokens;
-        }
-
-        public record TimeIndexedPrefixSums(List<TimeSpan> Times, List<int> PrefixSums)
-        {
-            public void Add(TimeSpan time, int value)
-            {
-                if (Times.Count > 0 && time < Times.Last())
-                {
-                    throw new ArgumentException("Time must be added in non-decreasing order.");
-                }
-                Times.Add(time);
-                PrefixSums.Add((PrefixSums.LastOrDefault()) + value);
-            }
-
-            public int Query(TimeSpan start, TimeSpan end)
-            {
-                var times = Times;
-                var prefix = PrefixSums;
-
-                int startIndex = LowerBound(times, start);
-                int endIndex = UpperBound(times, end);
-
-                if (startIndex >= times.Count || endIndex < 0 || startIndex > endIndex)
-                {
-                    return 0;
-                }
-
-                int result = prefix[endIndex];
-
-                if (startIndex > 0)
-                {
-                    result -= prefix[startIndex - 1];
-                }
-
-                return result;
-            }
-
-            public int GetTotal()
-            {
-                return PrefixSums.LastOrDefault();
-            }
-
-            public static int LowerBound(List<TimeSpan> arr, TimeSpan target)
-            {
-                int left = 0, right = arr.Count;
-
-                while (left < right)
-                {
-                    int mid = left + (right - left) / 2;
-
-                    if (arr[mid] < target)
-                    {
-                        left = mid + 1;
-                    }
-                    else
-                    {
-                        right = mid;
-                    }
-                }
-
-                return left;
-            }
-
-            public static int UpperBound(List<TimeSpan> arr, TimeSpan target)
-            {
-                int left = 0, right = arr.Count;
-
-                while (left < right)
-                {
-                    int mid = left + (right - left) / 2;
-
-                    if (arr[mid] <= target)
-                    {
-                        left = mid + 1;
-                    }
-                    else
-                    {
-                        right = mid;
-                    }
-                }
-
-                return left - 1;
-            }
-        }
-
-        private readonly HttpClient _http;
-        private readonly List<object> _messages = [];
-        private readonly Dictionary<string, object> _state = [];
-        private readonly List<Segment> _segments = [];
-        private int _currentSegment = -1;
-
-        public AIAnalyze(string baseUrl, string apiKey)
-        {
-            _http = new HttpClient
-            {
-                BaseAddress = new Uri(baseUrl),
-                Timeout = TimeSpan.FromMinutes(5),
-            };
-
-            _http.DefaultRequestHeaders.Authorization =
-                new AuthenticationHeaderValue("Bearer", apiKey);
-        }
-
        public static string GetSystemPrompt(Replay replay, ImmutableSortedDictionary<int, Player> players)
        {

@@ -208,6 +80,7 @@ namespace AnotherReplayReader.Utils
 - 值得列出的、值得反复确认的运营类操作信息：开始建造、摆放建筑、出售建筑
 - **不是**运营类操作信息：重新选择单位、创建编队、选择编队、移动、攻击等。
 - 当你在思考时：你可以首先从数量较少的运营类操作信息开始，然后找到可能与其相关的其他操作信息，综合进行推理。不要直接按照时间线列出所有操作信息。
+- 也可以重点关注PlayerTech、英雄、工程师
 - 按照**推理指南**进行详细的思考与推理，列举你的推理与发现
 - 输出：该阶段的各个主要事件，以及你的推理和发现

@@ -676,7 +549,7 @@ PlayerA: 开始出兵
 [MOD:NO:CORONA]
 - 高科(AlliedTechStructure)：解锁超级武器
 盟军基础常用单位：
- 矿车(AlliedMiner)：无武装，两栖，可通过SpecialPower_UnpackReplaceSelf在陆地或水上展开变成指挥中心。由于矿场自带矿车，玩家一般不需要额外生产矿车，除非：矿车被摧毁需要补充，或者玩家想要让矿车展开成指挥中心用于基地扩张
+- 矿车(AlliedMiner)：无武装，两栖，可通过SpecialPower_UnpackReplaceSelf在陆地或水上展开变成指挥中心。矿车可由矿场、重工和船厂生产。由于矿场自带矿车，玩家一般不需要额外生产矿车，除非：矿车被摧毁需要补充，或者玩家想要让矿车展开成指挥中心用于基地扩张
 - 狗(AlliedScoutInfantry)：侦察单位，两栖，非常脆弱，只能攻击步兵，吼叫技能(SpecialPower_Bark)可以AOE瘫痪敌方步兵。由于两栖特性，玩家可能利用它去绕海侦察。绕海侦察不一定会导致战斗，因为狗无法攻击载具和建筑而且非常脆弱，但它能够提供视野和侦察信息。
 - 维和步兵(AlliedAntiInfantryInfantry)：基础反步兵单位，数值和造价都偏高，可以抗线，可以掩护其他脆弱的单位，可以在霰弹枪和防暴盾牌之间切换(SpecialPower_ToggleRiotShield)
 - 标枪兵(AlliedAntiVehicleInfantry)：反装甲以及防空单位，无法反步兵且较为脆弱，但假如数量多可以成为输出主力，激光制导(SpecialPower_RadarLock)可以大幅提高输出
@@ -1059,7 +932,7 @@ PlayerA: 开始出兵
            return sb.ToString().Replace("\r", "");
        }

-        public static string BuildSegmentUserPrompt(List<Segment> segments, int currentSegmentIndex, int eventCount)
+        public static string BuildSegmentUserPrompt(IReadOnlyList<Segment> segments, int currentSegmentIndex, int eventCount)
        {
            if (currentSegmentIndex < 0 || currentSegmentIndex >= segments.Count)
            {
@@ -1145,40 +1018,81 @@ PlayerA: 开始出兵
            return result.ToImmutableSortedDictionary();
        }

+        public enum AIChunkType
+        {
+            Reasoning,
+            Content,
+            Error,
+            Json
+        }
+
+        public struct AIChunk
+        {
+            public AIChunkType Type;
+            public string Text;
+        }
+
+        public record Segment(TimeSpan Start, TimeSpan End, string Description);
+
+        public record State(ImmutableList<object> Messages, ImmutableList<Segment> Segments, int CurrentSegment)
+        {
+            public static State Initial => new(ImmutableList<object>.Empty, ImmutableList<Segment>.Empty, -1);
+            public State AppendNewMessage(string role, string content)
+            {
+                var newMessages = Messages.Add(new
+                {
+                    role,
+                    content
+                });
+                return this with { Messages = newMessages };
+            }
+            public State AppendNewSegment(Segment segment)
+            {
+                var newSegments = Segments.Add(segment);
+                return this with { Segments = newSegments };
+            }
+        }
+
+        public struct Result
+        {
+            public string Response;
+            public State State;
+            public int? PromptTokens;
+            public int? CompletionTokens;
+            public int? TotalTokens;
+            public int? ReasoningTokens;
+        }
+
+        private readonly HttpClient _http;
+        private State _state = State.Initial;
+
+        public State LastSuccessfulState => _state;
+
+        public AIAnalyze()
+        {
+            _http = new HttpClient
+            {
+                Timeout = TimeSpan.FromMinutes(5),
+            };
+        }
+
+        public void SetState(State state)
+        {
+            _state = state;
+        }
+
        public async Task<Result> AnalyzeAsync(
            string instruction,
            string text,
-            Dictionary<string, object> extraParams,
+            AiRequestContext requestContext,
            Action<AIChunk> onChunk,
            CancellationToken cancellationToken)
        {
-            foreach (var kv in extraParams)
-            {
-                _state[kv.Key] = kv.Value;
-            }
-            _state["messages"] = _messages;
-            _state["stream"] = true;
-            _state["stream_options"] = new
-            {
-                include_usage = true
-            };
-
-            _messages.Clear();
-            _messages.AddRange(
-            [
-                new
-                {
-                    role = "system",
-                    content = instruction
-                },
-                new
-                {
-                    role = "user",
-                    content = text
-                }
-            ]);
-
-            var result = await DoRequest(onChunk, cancellationToken);
+            var inputState = State.Initial
+                .AppendNewMessage("system", instruction)
+                .AppendNewMessage("user", text);
+            var result = await Task.Run(() => DoRequest(_http, inputState, requestContext, onChunk, cancellationToken));
+            var resultState = result.State;

            var splitted = result.Response.Split('\n').ToList();
            var titleIndex = splitted.FindIndex(l => l.Contains("[分段列表]"));
@@ -1186,8 +1100,7 @@ PlayerA: 开始出兵
            {
                throw new Exception("AI分析失败");
            }
-            _segments.Clear();
-            _currentSegment = 0;
+
            // regex match two timespan in "[0:00.0]~[0:55.4]"
            var timeSpanRegex = new Regex(@"\[([^]]+)\]~\[([^]]+)\]");
            for (var i = titleIndex + 1; i < splitted.Count; ++i)
@@ -1201,99 +1114,103 @@ PlayerA: 开始出兵
                    var start = ParseAITimeSpan(startTimeText);
                    var end = ParseAITimeSpan(endTimeText);
                    var description = line.Substring(match.Index + match.Length).Trim();
-                    _segments.Add(new(start, end, description));
+                    resultState = resultState.AppendNewSegment(new(start, end, description));
                }
            }

-            result.Segments = _segments;
-            result.CurrentSegment = _currentSegment;
+            result.State = resultState with { CurrentSegment = 0 };
+            _state = result.State;
            return result;
        }

        public async Task<Result> ContinueAnalyzeAsync(
-            Action<AIChunk> onChunk,
            string instruction,
+            AiRequestContext requestContext,
+            Action<AIChunk> onChunk,
            CancellationToken cancellationToken)
        {
-            if (_currentSegment < 0 || _currentSegment >= _segments.Count)
+            if (_state.CurrentSegment < 0 || _state.CurrentSegment >= _state.Segments.Count)
            {
                throw new InvalidOperationException("Current segment index is out of range.");
            }
+            var inputState = _state.AppendNewMessage("user", instruction);
+            var result = await Task.Run(() => DoRequest(_http, inputState, requestContext, onChunk, cancellationToken));

-            _messages.Add(new
-            {
-                role = "user",
-                content = instruction
-            });
-
-            var result = await DoRequest(onChunk, cancellationToken);
-
-            ++_currentSegment;
-
-            result.Segments = _segments;
-            result.CurrentSegment = _currentSegment;
+            result.State = result.State with { CurrentSegment = _state.CurrentSegment + 1 };
+            _state = result.State;
            return result;
        }

        public async Task<Result> FinishAnalyzeAsync(
-            Action<AIChunk> onChunk,
            string instruction,
+            AiRequestContext requestContext,
+            Action<AIChunk> onChunk,
            CancellationToken cancellationToken)
        {
-            if (_currentSegment != _segments.Count)
+            if (_state.CurrentSegment != _state.Segments.Count)
            {
                throw new InvalidOperationException("Current segment index is out of range.");
            }

-            _messages.Add(new
-            {
-                role = "user",
-                content = instruction
-            });
+            var inputState = _state.AppendNewMessage("user", instruction);
+            var result = await Task.Run(() => DoRequest(_http, inputState, requestContext, onChunk, cancellationToken));

-            var result = await DoRequest(onChunk, cancellationToken);
-
-
-            result.Segments = _segments;
-            result.CurrentSegment = _currentSegment;
+            _state = result.State;
            return result;
        }

-        private async Task<Result> DoRequest(Action<AIChunk> onChunk, CancellationToken cancellationToken)
+        private static async Task<Result> DoRequest(
+            HttpClient http,
+            State state,
+            AiRequestContext requestContext,
+            Action<AIChunk> onChunk,
+            CancellationToken cancellationToken)
        {
-            var inputJson = JsonSerializer.Serialize(_state);
+            var provider = requestContext.Provider;
+            var requestParams = ProcessRequestParams(state, requestContext.BuildRequestParams());
+            var isStream = requestContext.Model.IsStream;
+            var inputJson = JsonSerializer.Serialize(requestParams);

-            using var request = new HttpRequestMessage(HttpMethod.Post, "chat/completions");
+            var uri = new Uri(new(provider.BaseUrl.TrimEnd('/') + "/"), "chat/completions");
+            using var request = new HttpRequestMessage(HttpMethod.Post, uri);
+            request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", provider.ApiKey);
            request.Content = new StringContent(inputJson, Encoding.UTF8, "application/json");
-            using var response = await _http.SendAsync(
+
+            using var response = await http.SendAsync(
                request,
                HttpCompletionOption.ResponseHeadersRead,
                cancellationToken);

-            response.EnsureSuccessStatusCode();
-
-            using var stream = await response.Content.ReadAsStreamAsync();
-            using var reader = new StreamReader(stream);
+            using var responseStream = await response.Content.ReadAsStreamAsync();
+            using var reader = new StreamReader(responseStream);

            var fullBuilder = new StringBuilder();
            var result = new Result();

+            // 根据模式分别读取响应
+            // if response.Content.Headers.ContentType is "text/event-stream", then it's stream mode, otherwise it's non-stream mode
+            var contentType = response.Content.Headers.ContentType?.MediaType;
+            if (contentType != null)
+            {
+                isStream = contentType.Equals("text/event-stream", StringComparison.OrdinalIgnoreCase);
+            }
+            if (isStream)
+            {
                while (!reader.EndOfStream)
                {
+                    cancellationToken.ThrowIfCancellationRequested();
                    var line = await reader.ReadLineAsync();

                    if (string.IsNullOrWhiteSpace(line))
                    {
                        continue;
                    }
-
                    if (!line.StartsWith("data: "))
                    {
                        continue;
                    }

                    var data = line.Substring(6);
-
                    if (data == "[DONE]")
                    {
                        break;
@@ -1306,6 +1223,39 @@ PlayerA: 开始出兵
                    });

                    using var doc = JsonDocument.Parse(data);
+                    ProcessJsonDocument(doc, isStream: true, fullBuilder, result, onChunk);
+                }
+            }
+            else
+            {
+                var json = await reader.ReadToEndAsync();
+                using var doc = JsonDocument.Parse(json);
+                ProcessJsonDocument(doc, isStream: false, fullBuilder, result, onChunk);
+            }
+
+            response.EnsureSuccessStatusCode();
+            if (fullBuilder.Length == 0)
+            {
+                throw new Exception("AI分析失败，返回内容为空");
+            }
+
+            var resultText = fullBuilder.ToString();
+            result.State = state.AppendNewMessage("assistant", resultText);
+            result.Response = resultText;
+            return result;
+        }
+
+        /// <summary>
+        /// 处理单个 JSON 响应（既用于 stream 的每个 chunk，也用于 non‑stream 的完整响应）
+        /// </summary>
+        private static void ProcessJsonDocument(
+            JsonDocument doc,
+            bool isStream,
+            StringBuilder fullBuilder,
+            Result result,
+            Action<AIChunk> onChunk)
+        {
+            // 提取 usage（如果存在）
            if (doc.RootElement.TryGetProperty("usage", out var usage) && usage.ValueKind == JsonValueKind.Object)
            {
                static int? GetIntegerProperty(JsonElement @object, string field)
@@ -1316,28 +1266,59 @@ PlayerA: 开始出兵
                    }
                    return null;
                }
-                    result.PromptTokens = GetIntegerProperty(usage, "prompt_tokens");
-                    result.TotalTokens = GetIntegerProperty(usage, "total_tokens");
-                    result.CompletionTokens = GetIntegerProperty(usage, "completion_tokens");
-                    result.ReasoningTokens = GetIntegerProperty(usage, "reasoning_tokens");
+
+                result.PromptTokens = GetIntegerProperty(usage, "prompt_tokens") ?? result.PromptTokens;
+                result.TotalTokens = GetIntegerProperty(usage, "total_tokens") ?? result.TotalTokens;
+                result.CompletionTokens = GetIntegerProperty(usage, "completion_tokens") ?? result.CompletionTokens;
+                result.ReasoningTokens = GetIntegerProperty(usage, "reasoning_tokens") ?? result.ReasoningTokens;
            }

-                if (!doc.RootElement.TryGetProperty("choices", out var choices)
-                    || choices.ValueKind != JsonValueKind.Array
-                    || choices.GetArrayLength() == 0)
+            // 提取 usage（如果存在）
+            if (doc.RootElement.TryGetProperty("error", out var error) && usage.ValueKind == JsonValueKind.Object)
            {
-                    continue;
+                if (error.TryGetProperty("message", out var message))
+                {
+                    if (message.GetString() is string errorMessage && !string.IsNullOrWhiteSpace(errorMessage))
+                    {
+                        onChunk?.Invoke(new AIChunk
+                        {
+                            Type = AIChunkType.Error,
+                            Text = errorMessage
+                        });
+                    }
+                }
            }

-                var delta = choices[0].GetProperty("delta");
-                // ===== content =====
-                if (delta.TryGetProperty("content", out var content))
+            // 提取内容
+            if (doc.RootElement.TryGetProperty("choices", out var choices)
+                && choices.ValueKind == JsonValueKind.Array
+                && choices.GetArrayLength() > 0)
+            {
+                var choice = choices[0];
+                // stream 模式使用 delta，非 stream 模式使用 message
+                var contentObj = isStream
+                    ? choice.GetProperty("delta")
+                    : choice.GetProperty("message");
+
+                ExtractContentFromObject(contentObj, fullBuilder, onChunk);
+            }
+        }
+
+        /// <summary>
+        /// 从 delta 或 message 对象中提取 content 和 reasoning_content
+        /// </summary>
+        private static void ExtractContentFromObject(
+            JsonElement contentObj,
+            StringBuilder fullBuilder,
+            Action<AIChunk> onChunk)
+        {
+            // 普通内容
+            if (contentObj.TryGetProperty("content", out var content))
            {
                var text = content.GetString();
                if (!string.IsNullOrEmpty(text))
                {
                    fullBuilder.Append(text);
-
                    onChunk?.Invoke(new AIChunk
                    {
                        Type = AIChunkType.Content,
@@ -1346,8 +1327,8 @@ PlayerA: 开始出兵
                }
            }

-                // ===== reasoning (optional, DeepSeek / some models) =====
-                if (delta.TryGetProperty("reasoning_content", out var reasoning))
+            // 推理内容（可选，如 DeepSeek 等模型）
+            if (contentObj.TryGetProperty("reasoning_content", out var reasoning))
            {
                var text = reasoning.GetString();
                if (!string.IsNullOrEmpty(text))
@@ -1361,16 +1342,19 @@ PlayerA: 开始出兵
            }
        }

-            var resultText = fullBuilder.ToString();
-
-            _messages.Add(new
+        private static Dictionary<string, object> ProcessRequestParams(
+            State state,
+            Dictionary<string, object> inputRequestParams)
        {
-                role = "assistant",
-                content = resultText
-            });
-
-            result.Response = resultText;
-            return result;
+            return new Dictionary<string, object>(inputRequestParams)
+            {
+                ["messages"] = state.Messages.ToArray(),
+                ["stream"] = true,
+                ["stream_options"] = new
+                {
+                    include_usage = true
+                }
+            };
        }

        private static TimeSpan ParseAITimeSpan(string input)
@@ -14,24 +14,20 @@ namespace AnotherReplayReader.Utils

        public class EmaSpeed
        {
-            const double Tau = 5;
+            const double Tau = 2;

            private DateTimeOffset lastEventTime = DateTimeOffset.UtcNow;
            private DateTimeOffset timeSinceLastSpeedMeasure = DateTimeOffset.UtcNow;
            private int bufferedCharactersSinceLastSpeedMeasure = 0;
            private double emaSpeed = double.NaN;

-            public void ProcessEvent(AIAnalyzeProgressData data)
+            public void ProcessEvent(int textLength, DateTimeOffset? eventTime)
            {
-                if (data.IsExtra)
+                if (eventTime is { } value)
                {
-                    return;
+                    lastEventTime = value;
                }
-                if (data.TimeStamp is { } timestamp)
-                {
-                    lastEventTime = timestamp;
-                }
-                bufferedCharactersSinceLastSpeedMeasure += data.Delta.Text.Length;
+                bufferedCharactersSinceLastSpeedMeasure += textLength;
            }

            public double GetDisplaySpeed(DateTimeOffset now)
@@ -42,7 +38,7 @@ namespace AnotherReplayReader.Utils
                double instant = 0;
                double dt = (now - timeSinceLastSpeedMeasure).TotalSeconds;

-                if (bufferedCharactersSinceLastSpeedMeasure > 0 && dt > 0.05)
+                if (/*bufferedCharactersSinceLastSpeedMeasure > 0 && */dt > 0.05)
                {
                    instant = bufferedCharactersSinceLastSpeedMeasure / dt;

@@ -64,11 +60,11 @@ namespace AnotherReplayReader.Utils
                double idle = (now - lastEventTime).TotalSeconds;
                double display = emaSpeed;

-                if (idle > 0.5)
-                {
-                    double decay = Math.Exp(-(idle - 0.5) / Tau);
-                    display *= decay;
-                }
+                //if (idle > 0.5)
+                //{
+                //    double decay = Math.Exp(-(idle - 0.5) / Tau);
+                //    display *= decay;
+                //}
                
                return display;
            }
@@ -0,0 +1,345 @@
+using System;
+using System.Collections.Generic;
+using System.IO;
+using System.Linq;
+using System.Net.Http;
+using System.Text.Json;
+using System.Threading.Tasks;
+
+namespace AnotherReplayReader
+{
+    /// <summary>
+    /// 服务端点配置（如 DeepSeek 官方、NVIDIA NIM）
+    /// </summary>
+    public class AiProvider
+    {
+        public string Name { get; set; } = string.Empty;
+        public string BaseUrl { get; set; } = string.Empty;
+        public string ApiKey { get; set; } = string.Empty;
+        public List<AiModel> Models { get; set; } = [];
+
+        public double DefaultTemperature { get; set; } = 0.75;
+        public double DefaultTopP { get; set; } = 0.95;
+        public int DefaultMaxTokens { get; set; } = 16384;
+    }
+
+    /// <summary>
+    /// 模型条目
+    /// </summary>
+    public class AiModel
+    {
+        public string ModelId { get; set; } = string.Empty;
+        public string? DisplayName { get; set; }
+        public bool IsStream { get; set; }
+        public int ContextLength { get; set; } // 0 表示未知
+
+        public Dictionary<string, object> ExtraParameters { get; set; } = [];
+
+        /// <summary>
+        /// 构建最终请求参数（合并 Provider 默认值、模型特有参数和运行时覆盖）
+        /// </summary>
+        public Dictionary<string, object> BuildRequestParams(
+            AiProvider provider,
+            double? temperatureOverride = null,
+            double? topPOverride = null,
+            int? maxTokensOverride = null)
+        {
+            var parameters = new Dictionary<string, object>
+            {
+                ["model"] = ModelId,
+                ["temperature"] = temperatureOverride ?? provider.DefaultTemperature,
+                ["top_p"] = topPOverride ?? provider.DefaultTopP,
+                ["max_tokens"] = maxTokensOverride ?? provider.DefaultMaxTokens,
+                ["stream"] = IsStream
+            };
+
+            foreach (var kv in this.ExtraParameters)
+            {
+                parameters[kv.Key] = kv.Value;
+            }
+
+            return parameters;
+        }
+    }
+
+    /// <summary>
+    /// 每次请求前的动态配置上下文（当前选中的 Provider 和 Model）
+    /// </summary>
+    public record AiRequestContext(AiProvider Provider, AiModel Model)
+    {
+        public Dictionary<string, object> BuildRequestParams(
+            double? temperatureOverride = null,
+            double? topPOverride = null,
+            int? maxTokensOverride = null)
+        {
+            return Model.BuildRequestParams(Provider,
+                temperatureOverride, topPOverride, maxTokensOverride);
+        }
+    }
+
+    /// <summary>
+    /// 内置已知模型信息（提供商无关，纯模型参数模板）
+    /// </summary>
+    public static class KnownModels
+    {
+        public const int SimilarityThreshold = 80;
+
+        public static int GetSimilarity(string sourceModelId, string targetModelId)
+        {
+            // prefer exact match
+            if (sourceModelId.Equals(targetModelId, StringComparison.OrdinalIgnoreCase))
+            {
+                return 100;
+            }
+            // match the part after slash, e.g. "deepseek-ai/deepseek-v4-flash" vs "deepseek-v4-flash"
+            // if last part matches, return 90
+            var sourceModelIdLastPart = sourceModelId.Split('/').LastOrDefault() ?? sourceModelId;
+            var targetModelIdLastPart = targetModelId.Split('/').LastOrDefault() ?? targetModelId;
+            if (sourceModelIdLastPart.Equals(targetModelIdLastPart, StringComparison.OrdinalIgnoreCase))
+            {
+                return 90;
+            }
+            return 0;
+        }
+
+        /// <summary>
+        /// 返回一组已知模型，包含正确的 ExtraParameters。
+        /// 调用方可按需复制到 Provider 的 Models 列表中。
+        /// </summary>
+        public static List<AiModel> GetAll()
+        {
+            return
+            [
+                // DeepSeek 官方
+                new()
+                {
+                    ModelId = "deepseek-v4-flash",
+                    DisplayName = "DeepSeek V4 Flash",
+                    IsStream = true,
+                    ContextLength = 1_000_000,
+                    ExtraParameters = new()
+                    {
+                        ["thinking"] = new { type = "enabled" },
+                        ["reasoning_effort"] = "high"
+                    }
+                },
+                new()
+                {
+                    ModelId = "deepseek-v4-pro",
+                    DisplayName = "DeepSeek V4 Pro",
+                    IsStream = true,
+                    ContextLength = 1_000_000,
+                    ExtraParameters = new()
+                    {
+                        ["thinking"] = new { type = "enabled" },
+                        ["reasoning_effort"] = "high"
+                    }
+                },
+                // NVIDIA NIM 上的 DeepSeek 模型
+                new()
+                {
+                    ModelId = "deepseek-ai/deepseek-v4-flash",
+                    DisplayName = "DeepSeek V4 Flash (NIM)",
+                    IsStream = true,
+                    ContextLength = 1_000_000,
+                    ExtraParameters = new()
+                    {
+                        // ["chat_template_kwargs"] = new { thinking = true },
+                        ["thinking"] = new { type = "enabled" },
+                        ["reasoning_effort"] = "high",
+                    }
+                },
+                new()
+                {
+                    ModelId = "deepseek-ai/deepseek-v4-pro",
+                    DisplayName = "DeepSeek V4 Pro (NIM)",
+                    IsStream = true,
+                    ContextLength = 1_000_000,
+                    ExtraParameters = new()
+                    {
+                        // ["chat_template_kwargs"] = new { thinking = true },
+                        ["thinking"] = new { type = "enabled" },
+                        ["reasoning_effort"] = "high",
+                    }
+                },
+                // NVIDIA Nemotron
+                new()
+                {
+                    ModelId = "nvidia/nemotron-3-super-120b-a12b",
+                    DisplayName = "Nemotron Super 120B (NIM)",
+                    IsStream = true,
+                    ContextLength = 1_000_000,
+                    ExtraParameters = new()
+                    {
+                        ["reasoning_budget"] = 16384
+                    }
+                },
+                // Minimax
+                new()
+                {
+                    ModelId = "minimaxai/minimax-m3",
+                    DisplayName = "MiniMax-M3 (NIM)",
+                    IsStream = false,
+                    ContextLength = 1_000_000,
+                    ExtraParameters = []
+                },
+                // Kimi
+                new()
+                {
+                    ModelId = "moonshotai/kimi-k2.6",
+                    DisplayName = "Kimi-K2.6 (NIM)",
+                    IsStream = false,
+                    ContextLength = 256_000,
+                    ExtraParameters = []
+                },
+                // Google DiffusionGemma
+                new()
+                                {
+                    ModelId = "google/diffusiongemma-26b-a4b-it",
+                    DisplayName = "DiffusionGemma 26B A4B IT (NIM)",
+                    IsStream = false,
+                    ContextLength = 250_000,
+                    ExtraParameters = new()
+                    {
+                        ["chat_template_kwargs"] = new { enable_thinking = true },
+                    }
+                },
+                // OpenAI 兼容
+                new()
+                {
+                    ModelId = "openai/gpt-oss-120b",
+                    DisplayName = "GPT OSS 120B (NIM)",
+                    IsStream = true,
+                    ContextLength = 128_000,
+                    ExtraParameters = new()
+                    {
+                        ["reasoning_effort"] = "medium"
+                    }
+                }
+            ];
+        }
+    }
+
+    /// <summary>
+    /// 从 OpenAI 兼容的 /v1/models 端点获取可用模型 ID 列表
+    /// </summary>
+    public static class AiModelFetcher
+    {
+        public static async Task<List<string>> FetchModelsAsync(
+            string baseUrl, string apiKey)
+        {
+            baseUrl = baseUrl.TrimEnd('/') + "/";
+
+            var models = new List<string>();
+
+            using var client = new HttpClient();
+            var request = new HttpRequestMessage(
+                HttpMethod.Get, new Uri(new(baseUrl), "models"));
+            request.Headers.Add("Authorization", $"Bearer {apiKey}");
+
+            var response = await client.SendAsync(request);
+            if (!response.IsSuccessStatusCode)
+            {
+                throw new Exception(
+                    $"获取模型列表失败: HTTP {(int)response.StatusCode}");
+            }
+
+            var json = await response.Content.ReadAsStringAsync();
+            using var doc = JsonDocument.Parse(json);
+            if (doc.RootElement.TryGetProperty("data", out var dataArray))
+            {
+                foreach (var item in dataArray.EnumerateArray())
+                {
+                    if (item.TryGetProperty("id", out var idProp))
+                    {
+                        var id = idProp.GetString();
+                        if (!string.IsNullOrEmpty(id))
+                        {
+                            models.Add(id!);
+                        }
+                    }
+                }
+            }
+            return models;
+        }
+    }
+
+    /// <summary>
+    /// 全局 AI 配置（多个 Provider）的持久化管理
+    /// </summary>
+    public class AiSettings
+    {
+        public List<AiProvider> Providers { get; set; } = [];
+
+        // 以下两个不持久化，由 UI 层维护当前选中项
+        [System.Text.Json.Serialization.JsonIgnore]
+        public int CurrentProviderIndex { get; set; }
+
+        private static readonly string ConfigPath = Path.Combine(
+            AppContext.BaseDirectory,
+            "AnotherReplayReader.ai_settings.json");
+
+        public static AiSettings Load()
+        {
+            try
+            {
+                if (File.Exists(ConfigPath))
+                {
+                    var json = File.ReadAllText(ConfigPath);
+                    var settings = JsonSerializer.Deserialize<AiSettings>(json);
+                    if (settings is { } value && value.Providers.Count > 0)
+                    {
+                        return settings;
+                    }
+                }
+            }
+            catch (Exception ex)
+            {
+                // 返回默认配置
+                Debug.Instance.DebugMessage += $"加载 AI 配置失败: {ex}\r\n";
+            }
+
+            // 返回默认配置：包含两个常用 Provider，各附一个内置模型
+            var defaults = new AiSettings();
+            var nimProvider = new AiProvider
+            {
+                Name = "NVIDIA NIM",
+                BaseUrl = "https://integrate.api.nvidia.com/v1",
+                ApiKey = "",
+                Models =
+                [
+                    KnownModels.GetAll().First(m => m.ModelId == "deepseek-ai/deepseek-v4-flash")
+                ]
+            };
+            var deepseekProvider = new AiProvider
+            {
+                Name = "DeepSeek 官方",
+                BaseUrl = "https://api.deepseek.com",
+                ApiKey = "",
+                Models =
+                [
+                    KnownModels.GetAll().First(m => m.ModelId == "deepseek-v4-flash")
+                ]
+            };
+            defaults.Providers.Add(nimProvider);
+            defaults.Providers.Add(deepseekProvider);
+
+            return defaults;
+        }
+
+        public void Save()
+        {
+            var dir = Path.GetDirectoryName(ConfigPath);
+            if (dir is not null)
+            {
+                Directory.CreateDirectory(dir);
+            }
+
+            var json = JsonSerializer.Serialize(this, new JsonSerializerOptions
+            {
+                WriteIndented = true
+            });
+            File.WriteAllText(ConfigPath, json);
+        }
+    }
+}
@@ -0,0 +1,89 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+
+namespace AnotherReplayReader.Utils
+{
+    public record TimeIndexedPrefixSums(List<TimeSpan> Times, List<int> PrefixSums)
+    {
+        public void Add(TimeSpan time, int value)
+        {
+            if (Times.Count > 0 && time < Times.Last())
+            {
+                throw new ArgumentException("Time must be added in non-decreasing order.");
+            }
+            Times.Add(time);
+            PrefixSums.Add((PrefixSums.LastOrDefault()) + value);
+        }
+
+        public int Query(TimeSpan start, TimeSpan end)
+        {
+            var times = Times;
+            var prefix = PrefixSums;
+
+            int startIndex = LowerBound(times, start);
+            int endIndex = UpperBound(times, end);
+
+            if (startIndex >= times.Count || endIndex < 0 || startIndex > endIndex)
+            {
+                return 0;
+            }
+
+            int result = prefix[endIndex];
+
+            if (startIndex > 0)
+            {
+                result -= prefix[startIndex - 1];
+            }
+
+            return result;
+        }
+
+        public int GetTotal()
+        {
+            return PrefixSums.LastOrDefault();
+        }
+
+        public static int LowerBound(List<TimeSpan> arr, TimeSpan target)
+        {
+            int left = 0, right = arr.Count;
+
+            while (left < right)
+            {
+                int mid = left + (right - left) / 2;
+
+                if (arr[mid] < target)
+                {
+                    left = mid + 1;
+                }
+                else
+                {
+                    right = mid;
+                }
+            }
+
+            return left;
+        }
+
+        public static int UpperBound(List<TimeSpan> arr, TimeSpan target)
+        {
+            int left = 0, right = arr.Count;
+
+            while (left < right)
+            {
+                int mid = left + (right - left) / 2;
+
+                if (arr[mid] <= target)
+                {
+                    left = mid + 1;
+                }
+                else
+                {
+                    right = mid;
+                }
+            }
+
+            return left - 1;
+        }
+    }
+}