feat(recommendations): implement contextual recommendation engine (#76)
Resolves #75 ### Description This pull request implements a smart, Native AOT-compliant contextual recommendation engine for the desktop dashboard to drive user retention and cross-book monetization. ### Key Changes 1. **Application Layer**: - Declared `IUserReadingStateStore` interface to decouple reading state discovery. - Added `IVectorSearchStore.SearchGlobalExcludeAsync(...)` to abstract semantic similarity searches with exclusions. - Defined `GetContextualRecommendationsQuery` and response DTOs (`ContextualRecommendationResponse`, `RecommendationDto`). 2. **Infrastructure Layer**: - Implemented `UserReadingStateStore` using EF Core with DbContext pooling. - Implemented `SearchGlobalExcludeAsync` in `VectorSearchStore` to construct gRPC Qdrant filters (excluding the active book ID) and fetch `bookTitle` and `chapterTitle` from point payloads. - Implemented `GetContextualRecommendationsQueryHandler` using clean abstractions. 3. **Web & Serialization Layer**: - Mapped `GET /api/recommendations` endpoint. - Registered types in `AppJsonContext.cs` for AOT-compliant JSON serialization. 4. **Verification**: - Added complete unit test coverage in `GetContextualRecommendationsQueryTests.cs`. All 30 unit tests pass. --------- Co-authored-by: Marek Jasiński <jasins.marek@gmail.com> Reviewed-on: #76 Co-authored-by: Antigravity <antigravity@google.com> Co-committed-by: Antigravity <antigravity@google.com>
This commit was merged in pull request #76.
This commit is contained in:
@@ -1,7 +1,9 @@
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@using NexusReader.UI.Shared.Services
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@using NexusReader.Application.DTOs.AI
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@using Microsoft.Extensions.Logging
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@inject IQuizStateService QuizState
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@inject KnowledgeCoordinator Coordinator
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@inject ILogger<AiAssistantBubble> Logger
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@implements IDisposable
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<div class="ai-bubble-container">
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@@ -134,7 +136,7 @@
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catch (Exception ex)
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{
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_displayedText = string.IsNullOrEmpty(Dialogue) ? "Błąd analizy." : Dialogue;
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Console.WriteLine($"[AiAssistantBubble] Error fetching summary: {ex.Message}");
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Logger.LogError(ex, "[AiAssistantBubble] Error fetching summary for block {BlockId}.", ContextBlockId);
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}
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finally
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{
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@@ -0,0 +1,279 @@
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@using NexusReader.UI.Shared.Models
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@using NexusReader.UI.Shared.Services
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@using NexusReader.Application.DTOs.AI
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@using NexusReader.Application.DTOs.User
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@using Microsoft.Extensions.Logging
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@using System.Net.Http.Json
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@inject HttpClient Http
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@inject ILibraryStateService LibraryStateService
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@inject NavigationManager NavigationManager
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@inject ILogger<AiResponseRenderer> Logger
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<div class="message-row @(Message.Sender == "User" ? "user-row" : "ai-row")">
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<div class="message-avatar" aria-hidden="true">
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@if (Message.Sender == "User")
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{
|
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<i class="bi bi-person-fill"></i>
|
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}
|
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else
|
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{
|
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<i class="bi bi-robot"></i>
|
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}
|
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</div>
|
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|
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<div class="message-bubble @GetBubbleClass()">
|
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<div class="message-header">
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<span class="sender-name">@Message.Sender</span>
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<span class="message-time">@Message.Timestamp.ToString("HH:mm")</span>
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</div>
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|
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<div class="message-content">
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@if (Message.Sender == "User")
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{
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<p>@Message.Text</p>
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}
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else
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{
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@if (_hasPaywall)
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{
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<div class="paywall-teaser" aria-hidden="true">
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@foreach (var segment in ParseSegments(_displayTeaserText))
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{
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@if (segment.IsCitation)
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{
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<NexusCitationMarker SourceId="@segment.CitationId" Citations="@Message.Citations" />
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}
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else
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{
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@RenderMarkdown(segment.Text)
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}
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}
|
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</div>
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|
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<div class="upsell-card" role="alert" aria-live="polite">
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<div class="upsell-header">
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<span class="upsell-icon" aria-hidden="true">🔒</span>
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<h4>Dostęp Premium Zablokowany</h4>
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</div>
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<p class="upsell-text">
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Twoje zasoby odpowiadają na to pytanie w <strong>@_localScore%</strong>. W materiale <strong>'@_lockedBookTitle'</strong> znaleźliśmy odpowiedź dopasowaną w <strong>@_globalScore%</strong>.
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</p>
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<div class="upsell-actions">
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@if (_isSimulatingPayment)
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{
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<button class="btn-upsell btn-primary loading" disabled aria-busy="true">
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<div class="payment-spinner" aria-hidden="true"></div>
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PRZETWARZANIE PŁATNOŚCI...
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</button>
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}
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else
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{
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<button class="btn-upsell btn-primary" @onclick="HandlePurchase">
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ODBLOKUJ PEŁNĄ TREŚĆ (29 PLN)
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</button>
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}
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<a href="/catalog?bookId=@_lockedBookId" class="btn-upsell btn-secondary">
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Zobacz szczegóły w Katalogu
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</a>
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</div>
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</div>
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}
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else
|
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{
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<div class="full-response">
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@foreach (var segment in ParseSegments(GetCleanText()))
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{
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@if (segment.IsCitation)
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{
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<NexusCitationMarker SourceId="@segment.CitationId" Citations="@Message.Citations" />
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}
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else
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{
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@RenderMarkdown(segment.Text)
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}
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}
|
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</div>
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@if (_showSuccessBanner)
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{
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<div class="success-unlock-banner" role="status">
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<span class="success-icon" aria-hidden="true">✓</span>
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<span>Odblokowano pełną odpowiedź! Książka została dodana do Twojej biblioteki.</span>
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</div>
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}
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}
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}
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</div>
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</div>
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</div>
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@code {
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[Parameter] public ChatMessage Message { get; set; } = default!;
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[Parameter] public List<LastReadBookDto>? OwnedBooks { get; set; }
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[Parameter] public EventCallback<Guid> OnUnlockRequested { get; set; }
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private bool _hasPaywall;
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private string _displayTeaserText = string.Empty;
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private Guid _lockedBookId;
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private string _lockedBookTitle = string.Empty;
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private int _localScore;
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private int _globalScore;
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private bool _isUnlocked = false;
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private bool _isSimulatingPayment = false;
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private bool _showSuccessBanner = false;
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protected override void OnParametersSet()
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{
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base.OnParametersSet();
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if (Message != null && Message.Sender != "User" && !_isUnlocked)
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{
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_hasPaywall = PaywallParser.TryParsePaywallTrigger(Message.Text, out _displayTeaserText, out _lockedBookId, out _lockedBookTitle, out _localScore, out _globalScore);
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// Additional check: if user already owns the book, don't show the paywall
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if (_hasPaywall && OwnedBooks != null)
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{
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var isOwned = OwnedBooks.Any(b =>
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b.Id == _lockedBookId ||
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(!string.IsNullOrEmpty(b.Title) && b.Title.Equals(_lockedBookTitle, StringComparison.OrdinalIgnoreCase)));
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if (isOwned)
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{
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_hasPaywall = false;
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}
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}
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}
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else
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{
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_hasPaywall = false;
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}
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}
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private string GetCleanText()
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{
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if (Message == null) return string.Empty;
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if (PaywallParser.TryParsePaywallTrigger(Message.Text, out var cleanText, out _, out _, out _, out _))
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{
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return cleanText;
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}
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return Message.Text;
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}
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private string GetBubbleClass()
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{
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if (Message.Sender == "User") return "user-bubble";
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return _hasPaywall ? "ai-bubble paywalled-bubble" : "ai-bubble";
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}
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private async Task HandlePurchase()
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{
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if (_isSimulatingPayment) return;
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_isSimulatingPayment = true;
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StateHasChanged();
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// Simulate payment gateway delay (1.5 seconds)
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await Task.Delay(1500);
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try
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{
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var bookTitle = string.IsNullOrEmpty(_lockedBookTitle)
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? "Architektura .NET 10 i Ekosystem Blazor"
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: _lockedBookTitle;
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// Call POST endpoint to persist the purchase
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var response = await Http.PostAsJsonAsync("api/library/purchase", new { Title = bookTitle });
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if (response.IsSuccessStatusCode)
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{
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_isUnlocked = true;
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_hasPaywall = false;
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_showSuccessBanner = true;
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// Fetch updated library list and update state manager
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var updatedBooks = await Http.GetFromJsonAsync<List<LastReadBookDto>>("api/library/books");
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LibraryStateService.OwnedBooks = updatedBooks;
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if (OnUnlockRequested.HasDelegate)
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{
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await OnUnlockRequested.InvokeAsync(_lockedBookId);
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}
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}
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else
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{
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Logger.LogWarning("[AiResponseRenderer] Purchase failed on server for book {BookId}.", _lockedBookId);
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}
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}
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catch (Exception ex)
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{
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Logger.LogError(ex, "[AiResponseRenderer] Error processing purchase for book {BookId}.", _lockedBookId);
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}
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finally
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{
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_isSimulatingPayment = false;
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StateHasChanged();
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}
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}
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private List<ResponseSegment> ParseSegments(string text)
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{
|
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var segments = new List<ResponseSegment>();
|
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if (string.IsNullOrEmpty(text)) return segments;
|
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|
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var regex = new System.Text.RegularExpressions.Regex(
|
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@"\[Source ID:\s*([^\]]+)\]|\[([a-fA-F0-9]{8}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{12})\]",
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System.Text.RegularExpressions.RegexOptions.IgnoreCase);
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var matches = regex.Matches(text);
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int lastIndex = 0;
|
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foreach (System.Text.RegularExpressions.Match match in matches)
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{
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if (match.Index > lastIndex)
|
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{
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segments.Add(new ResponseSegment
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{
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Text = text.Substring(lastIndex, match.Index - lastIndex),
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IsCitation = false
|
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});
|
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}
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var citationId = match.Groups[1].Success
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? match.Groups[1].Value.Trim()
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: match.Groups[2].Value.Trim();
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segments.Add(new ResponseSegment
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{
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IsCitation = true,
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CitationId = citationId
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});
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|
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lastIndex = match.Index + match.Length;
|
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}
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|
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if (lastIndex < text.Length)
|
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{
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segments.Add(new ResponseSegment
|
||||
{
|
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Text = text.Substring(lastIndex),
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IsCitation = false
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});
|
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}
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return segments;
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}
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private MarkupString RenderMarkdown(string text)
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{
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if (string.IsNullOrEmpty(text)) return new MarkupString(string.Empty);
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var html = System.Net.WebUtility.HtmlEncode(text);
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html = System.Text.RegularExpressions.Regex.Replace(html, @"\*\*(.*?)\*\*", "<strong>$1</strong>");
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html = System.Text.RegularExpressions.Regex.Replace(html, @"\*(.*?)\*", "<em>$1</em>");
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html = System.Text.RegularExpressions.Regex.Replace(html, @"```(?:[a-zA-Z0-9+#]+)?\s*([\s\S]*?)\s*```", "<pre class=\"nexus-code-block\"><code>$1</code></pre>");
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html = System.Text.RegularExpressions.Regex.Replace(html, @"`(.*?)`", "<code class=\"nexus-inline-code\">$1</code>");
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html = html.Replace("\n", "<br />");
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return new MarkupString(html);
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}
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}
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@@ -0,0 +1,267 @@
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.message-row {
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display: flex;
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gap: 1rem;
|
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width: 100%;
|
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max-width: 90%;
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margin-bottom: 1.5rem;
|
||||
animation: bubble-fade-in 0.35s cubic-bezier(0.16, 1, 0.3, 1) forwards;
|
||||
}
|
||||
|
||||
.user-row {
|
||||
align-self: flex-end;
|
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margin-left: auto;
|
||||
flex-direction: row-reverse;
|
||||
}
|
||||
|
||||
.ai-row {
|
||||
align-self: flex-start;
|
||||
margin-right: auto;
|
||||
}
|
||||
|
||||
.message-avatar {
|
||||
width: 38px;
|
||||
height: 38px;
|
||||
border-radius: 50%;
|
||||
display: flex;
|
||||
align-items: center;
|
||||
justify-content: center;
|
||||
font-size: 1.1rem;
|
||||
flex-shrink: 0;
|
||||
}
|
||||
|
||||
.user-row .message-avatar {
|
||||
background: linear-gradient(135deg, rgba(255, 255, 255, 0.15) 0%, rgba(255, 255, 255, 0.05) 100%);
|
||||
color: #ffffff;
|
||||
border: 1px solid rgba(255, 255, 255, 0.2);
|
||||
box-shadow: 0 0 10px rgba(255, 255, 255, 0.1);
|
||||
}
|
||||
|
||||
.ai-row .message-avatar {
|
||||
background: linear-gradient(135deg, #005f38 0%, #004024 100%);
|
||||
color: #e6fffa;
|
||||
border: 1px solid rgba(0, 255, 153, 0.4);
|
||||
box-shadow: 0 0 10px rgba(0, 255, 153, 0.25);
|
||||
}
|
||||
|
||||
.message-bubble {
|
||||
padding: 1.25rem 1.5rem;
|
||||
border-radius: 16px;
|
||||
position: relative;
|
||||
line-height: 1.6;
|
||||
font-size: 0.975rem;
|
||||
display: flex;
|
||||
flex-direction: column;
|
||||
width: 100%;
|
||||
}
|
||||
|
||||
.user-bubble {
|
||||
background: #1a1a1e;
|
||||
border: 1px solid rgba(255, 255, 255, 0.05);
|
||||
color: #e4e4e7;
|
||||
border-top-right-radius: 4px;
|
||||
box-shadow: 0 4px 20px rgba(0, 0, 0, 0.2);
|
||||
}
|
||||
|
||||
.ai-bubble {
|
||||
background: rgba(26, 26, 30, 0.6);
|
||||
border: 1px solid rgba(255, 255, 255, 0.05);
|
||||
color: #e2e8f0;
|
||||
border-top-left-radius: 4px;
|
||||
box-shadow: 0 4px 25px rgba(0, 0, 0, 0.2);
|
||||
}
|
||||
|
||||
.paywalled-bubble {
|
||||
border-color: rgba(16, 185, 129, 0.15);
|
||||
}
|
||||
|
||||
.message-header {
|
||||
display: flex;
|
||||
justify-content: space-between;
|
||||
align-items: center;
|
||||
margin-bottom: 0.75rem;
|
||||
font-size: 0.75rem;
|
||||
opacity: 0.6;
|
||||
}
|
||||
|
||||
.sender-name {
|
||||
font-weight: 700;
|
||||
text-transform: uppercase;
|
||||
letter-spacing: 0.5px;
|
||||
}
|
||||
|
||||
.message-time {
|
||||
font-family: monospace;
|
||||
}
|
||||
|
||||
.message-content {
|
||||
word-break: break-word;
|
||||
}
|
||||
|
||||
/* Paragraph spacing */
|
||||
.message-content p {
|
||||
margin: 0 0 1rem 0;
|
||||
}
|
||||
.message-content p:last-child {
|
||||
margin-bottom: 0;
|
||||
}
|
||||
|
||||
/* Paywall Blur Styles */
|
||||
.paywall-teaser {
|
||||
position: relative;
|
||||
margin-bottom: 1.5rem;
|
||||
-webkit-mask-image: linear-gradient(to bottom, black 30%, transparent 100%);
|
||||
mask-image: linear-gradient(to bottom, black 30%, transparent 100%);
|
||||
filter: blur(2px);
|
||||
pointer-events: none;
|
||||
-webkit-user-select: none;
|
||||
user-select: none;
|
||||
}
|
||||
|
||||
/* Upsell Card */
|
||||
.upsell-card {
|
||||
background: #1a1a1e;
|
||||
border-radius: 12px;
|
||||
border: 1px solid rgba(16, 185, 129, 0.25);
|
||||
padding: 1.5rem;
|
||||
margin-top: 1rem;
|
||||
box-shadow: 0 8px 32px rgba(16, 185, 129, 0.08), 0 4px 12px rgba(0, 0, 0, 0.4);
|
||||
animation: card-slide-in 0.4s cubic-bezier(0.16, 1, 0.3, 1) forwards;
|
||||
}
|
||||
|
||||
.upsell-header {
|
||||
display: flex;
|
||||
align-items: center;
|
||||
gap: 0.75rem;
|
||||
margin-bottom: 0.75rem;
|
||||
}
|
||||
|
||||
.upsell-icon {
|
||||
font-size: 1.25rem;
|
||||
}
|
||||
|
||||
.upsell-header h4 {
|
||||
margin: 0;
|
||||
color: #10b981;
|
||||
font-size: 1.1rem;
|
||||
font-weight: 700;
|
||||
letter-spacing: 0.5px;
|
||||
}
|
||||
|
||||
.upsell-text {
|
||||
color: rgba(255, 255, 255, 0.75);
|
||||
font-size: 0.9rem;
|
||||
line-height: 1.55;
|
||||
margin: 0 0 1.25rem 0;
|
||||
}
|
||||
|
||||
.upsell-actions {
|
||||
display: flex;
|
||||
flex-wrap: wrap;
|
||||
gap: 1rem;
|
||||
}
|
||||
|
||||
.btn-upsell {
|
||||
display: inline-flex;
|
||||
align-items: center;
|
||||
justify-content: center;
|
||||
padding: 0.75rem 1.5rem;
|
||||
font-size: 0.85rem;
|
||||
font-weight: 700;
|
||||
text-transform: uppercase;
|
||||
border-radius: 8px;
|
||||
cursor: pointer;
|
||||
transition: all 0.25s cubic-bezier(0.4, 0, 0.2, 1);
|
||||
text-decoration: none;
|
||||
letter-spacing: 0.5px;
|
||||
min-height: 44px;
|
||||
}
|
||||
|
||||
.btn-primary {
|
||||
background: #10b981;
|
||||
border: none;
|
||||
color: #121214;
|
||||
}
|
||||
|
||||
.btn-primary:hover:not(:disabled) {
|
||||
background: #0d9668;
|
||||
transform: translateY(-2px);
|
||||
box-shadow: 0 4px 15px rgba(16, 185, 129, 0.3);
|
||||
}
|
||||
|
||||
.btn-primary:active:not(:disabled) {
|
||||
transform: translateY(0);
|
||||
}
|
||||
|
||||
.btn-primary:disabled {
|
||||
background: rgba(16, 185, 129, 0.5);
|
||||
color: rgba(18, 18, 20, 0.6);
|
||||
cursor: not-allowed;
|
||||
}
|
||||
|
||||
.btn-secondary {
|
||||
background: transparent;
|
||||
border: 1px solid #10b981;
|
||||
color: #10b981;
|
||||
}
|
||||
|
||||
.btn-secondary:hover {
|
||||
background: rgba(16, 185, 129, 0.05);
|
||||
transform: translateY(-2px);
|
||||
}
|
||||
|
||||
.btn-secondary:active {
|
||||
transform: translateY(0);
|
||||
}
|
||||
|
||||
/* Success Banner */
|
||||
.success-unlock-banner {
|
||||
display: flex;
|
||||
align-items: center;
|
||||
gap: 0.75rem;
|
||||
background: rgba(16, 185, 129, 0.1);
|
||||
border: 1px solid rgba(16, 185, 129, 0.3);
|
||||
color: #10b981;
|
||||
padding: 1rem;
|
||||
border-radius: 8px;
|
||||
margin-top: 1.25rem;
|
||||
font-size: 0.9rem;
|
||||
font-weight: 600;
|
||||
animation: fade-in 0.5s ease-out;
|
||||
}
|
||||
|
||||
.success-icon {
|
||||
font-weight: bold;
|
||||
font-size: 1.1rem;
|
||||
}
|
||||
|
||||
/* Payment Spinner */
|
||||
.payment-spinner {
|
||||
width: 16px;
|
||||
height: 16px;
|
||||
border: 2px solid rgba(18, 18, 20, 0.2);
|
||||
border-top-color: #121214;
|
||||
border-radius: 50%;
|
||||
margin-right: 0.75rem;
|
||||
animation: spin 0.8s linear infinite;
|
||||
}
|
||||
|
||||
/* Keyframes */
|
||||
@keyframes bubble-fade-in {
|
||||
0% { opacity: 0; transform: translateY(12px) scale(0.98); }
|
||||
100% { opacity: 1; transform: translateY(0) scale(1); }
|
||||
}
|
||||
|
||||
@keyframes card-slide-in {
|
||||
0% { opacity: 0; transform: translateY(10px); }
|
||||
100% { opacity: 1; transform: translateY(0); }
|
||||
}
|
||||
|
||||
@keyframes fade-in {
|
||||
from { opacity: 0; }
|
||||
to { opacity: 1; }
|
||||
}
|
||||
|
||||
@keyframes spin {
|
||||
0% { transform: rotate(0deg); }
|
||||
100% { transform: rotate(360deg); }
|
||||
}
|
||||
@@ -1,10 +1,13 @@
|
||||
@using NexusReader.UI.Shared.Services
|
||||
@using NexusReader.Application.Abstractions.Services
|
||||
@using Microsoft.Extensions.Logging
|
||||
@using System.Linq
|
||||
@inject IFocusModeService FocusMode
|
||||
@inject IIdentityService IdentityService
|
||||
@inject NavigationManager NavigationManager
|
||||
@inject IThemeService ThemeService
|
||||
@inject IKnowledgeService KnowledgeService
|
||||
@inject ILogger<IntelligenceToolbar> Logger
|
||||
@implements IDisposable
|
||||
|
||||
<aside class="intelligence-toolbar">
|
||||
@@ -51,11 +54,15 @@
|
||||
|
||||
private async Task HandleClearCache()
|
||||
{
|
||||
Console.WriteLine("[IntelligenceToolbar] Requesting cache clear...");
|
||||
Logger.LogInformation("[IntelligenceToolbar] Requesting cache clear...");
|
||||
var result = await KnowledgeService.ClearCacheAsync();
|
||||
if (result.IsSuccess)
|
||||
{
|
||||
Console.WriteLine("[IntelligenceToolbar] Cache cleared successfully!");
|
||||
Logger.LogInformation("[IntelligenceToolbar] Cache cleared successfully.");
|
||||
}
|
||||
else
|
||||
{
|
||||
Logger.LogWarning("[IntelligenceToolbar] Cache clear failed: {Errors}", string.Join("; ", result.Errors.Select(e => e.Message)));
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
@@ -1,10 +1,12 @@
|
||||
@using NexusReader.UI.Shared.Services
|
||||
@using NexusReader.UI.Shared.Models
|
||||
@using NexusReader.Application.DTOs.AI
|
||||
@using Microsoft.Extensions.Logging
|
||||
@inject KnowledgeCoordinator Coordinator
|
||||
@inject IReaderInteractionService InteractionService
|
||||
@inject IQuizStateService QuizService
|
||||
@inject IJSRuntime JS
|
||||
@inject ILogger<SelectionAiPanel> Logger
|
||||
|
||||
@if (IsVisible)
|
||||
{
|
||||
@@ -64,7 +66,7 @@
|
||||
|
||||
protected override void OnParametersSet()
|
||||
{
|
||||
Console.WriteLine($"[SelectionAiPanel] Parameters set. SelectedText: {SelectedText.Length} chars, Coordinates: {Coordinates?.Top}");
|
||||
Logger.LogDebug("[SelectionAiPanel] Parameters set. SelectedText: {Length} chars, Coordinates: {Top}", SelectedText.Length, Coordinates?.Top);
|
||||
|
||||
if (Coordinates != _lastCoordinates)
|
||||
{
|
||||
@@ -100,7 +102,7 @@
|
||||
}
|
||||
catch (Exception ex)
|
||||
{
|
||||
Console.WriteLine($"[SelectionAiPanel] Error positioning toolbar: {ex.Message}");
|
||||
Logger.LogWarning(ex, "[SelectionAiPanel] Error positioning toolbar.");
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -133,7 +135,7 @@
|
||||
}
|
||||
catch (Exception ex)
|
||||
{
|
||||
Console.WriteLine($"[SelectionAiPanel] Error requesting summary: {ex.Message}");
|
||||
Logger.LogError(ex, "[SelectionAiPanel] Error requesting summary for block {BlockId}.", BlockId);
|
||||
}
|
||||
finally
|
||||
{
|
||||
@@ -173,7 +175,7 @@
|
||||
}
|
||||
catch (Exception ex)
|
||||
{
|
||||
Console.WriteLine($"[SelectionAiPanel] Error generating quiz: {ex.Message}");
|
||||
Logger.LogError(ex, "[SelectionAiPanel] Error generating quiz for block {BlockId}.", BlockId);
|
||||
}
|
||||
finally
|
||||
{
|
||||
|
||||
Reference in New Issue
Block a user