بناء "Lawyer GPT" لمدونتك - الجزء 5: عميل ويندز

Wednesday, 12 November 2025

تحذير: هذه هي "الوظائف" التي "تُعنى".

ومن المرجح أن الكثير مما هو أسفل لن يعمل؛ أنا توليد هذه كما كيف إلى ل ME ومن ثم القيام بجميع الخطوات والحصول على تطبيق العينة العمل... كنت قد تم التسلل ورأيت لهم! أنها سوف تكون على الأرجح جاهزة منتصف كانون الأول/ديسمبر.

## أولاً

مرحباً بكم في الجزء الخامسلقد بنينا كامل خط امتصاص خطوط الانابيب (الجزء 4)، بما في ذلك التزكيات وعمليات بحث الناقل (الجزء الثالث)، وأن يكون لدينا GPU جاهزة (الجزء الثاني

الآن حان الوقت لبناء واجهة مساعد الكتابة الفعلية - عميل ويندوز حيث ستكتب مقالات المدونات مع إقتراحات AI-Power.ملاحظة: هذا جزء من تجاربي مع AI (مساعدة في الصياغة) + تحريري الخاص.نفس الصوت، نفس العمليّة، مجرد أصابع أسرع.الفريق العاملGigtHub قوي

أو الملامح الجديدة في

مدونة VS

-لكن لكتابة المدوّنة

كما تطبع ، يبحث النظام في مواقعك السابقة بشكل مبدئي ويقدم اقتراحات ذات صلة ، مخطوطات رمزية ، وروابط داخلية . |---------|-----|----------|------| | اختيار إطار UIلدينا ثلاثة خيارات رئيسية لبناء تطبيق سطح مكتب ويندوز حديث في C#: | إطار عمل□ المعالم □ □ الحافظ □ الڤالونيا □ الماولي □ □ الماولي □ □ الماولي □ □ | الور المنبرنوافذ فقط □ نوافذ متقاطعة منظّمة متقاطعة منظّمة متقاطعة | النضجناضِج جداً (2006) ن ن ناجٍ جداً (2016) نون (2022) | دعم XXASLنكهة كاملة كاملة (متوافقة) / نكهة مختلفة | م م م مممتاز وممت ممتاز وجيد وجيد | المكتبات□ الكثير (التصميم Matiraliddesign, ThernWPF)

& هذا(إن كان يعرف WPF) (إن كان يعرف WPF)

1 - - - - - - - - - - - - - - - - - - - - - - -

« اصغر حجما »
خياري:
المائللماذا؟ لماذا؟
المتقاطعة (يمكن تشغيلها على لينكس/ماك عند الحاجة)
العصر الحديث، يجري تطويره على نحو نشط

وُجِسْتُ

- XAAML (يسهل تعلمه)

graph TB
    A[MainWindow] --> B[Editor Panel]
    A --> C[Suggestions Panel]
    A --> D[Search Panel]

    B --> E[AvalonEdit Component]
    B --> F[Markdown Preview]

    C --> G[Similar Posts List]
    C --> H[Code Snippets]
    C --> I[Suggested Links]

    D --> J[Semantic Search]
    D --> K[Keyword Filter]

    L[Services Layer] --> M[EmbeddingService]
    L --> N[VectorSearchService]
    L --> O[LLMService]

    B --> L
    C --> L
    D --> L

    class A mainWindow
    class B,C ui
    class L services

    classDef mainWindow stroke:#333,stroke-width:4px
    classDef ui stroke:#333,stroke-width:2px
    classDef services stroke:#333,stroke-width:2px

الأداء الجيد:

النظام الإيكولوجيولكن المفاهيم تنطبق على WPPF أيضاً - سوف أشير إلى بدائل WPF حيث تختلف.
****العنصر الأساسية
المسند الرئيسي-الشلة مع القائمة، شريط الحالة
لك لو لو لو لو لو حركة- حيث تكتب (محرّر المؤشر)
فريق- الاقتراحات المقدمة

& & & & & & & & &

# Create Avalonia MVVM application
dotnet new install Avalonia.Templates
dotnet new avalonia.mvvm -n Mostlylucid.BlogLLM.Client

cd Mostlylucid.BlogLLM.Client

# Add necessary packages (latest versions)
dotnet add package AvaloniaEdit
dotnet add package Markdown.Avalonia
dotnet add package CommunityToolkit.Mvvm

# Add references to our core library
dotnet add reference ../Mostlylucid.BlogLLM.Core

- سِمَاطي بحث واجهة

<Window xmlns="https://github.com/avaloniaui"
        xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
        xmlns:vm="using:Mostlylucid.BlogLLM.Client.ViewModels"
        xmlns:views="using:Mostlylucid.BlogLLM.Client.Views"
        x:Class="Mostlylucid.BlogLLM.Client.Views.MainWindow"
        x:DataType="vm:MainWindowViewModel"
        Title="Blog Writing Assistant"
        Width="1400" Height="900">

    <Design.DataContext>
        <vm:MainWindowViewModel />
    </Design.DataContext>

    <Grid RowDefinitions="Auto,*,Auto">
        <!-- Menu Bar -->
        <Menu Grid.Row="0">
            <MenuItem Header="_File">
                <MenuItem Header="_New Post" Command="{Binding NewPostCommand}" />
                <MenuItem Header="_Open Post" Command="{Binding OpenPostCommand}" />
                <MenuItem Header="_Save" Command="{Binding SaveCommand}" />
                <Separator />
                <MenuItem Header="E_xit" Command="{Binding ExitCommand}" />
            </MenuItem>
            <MenuItem Header="_Edit">
                <MenuItem Header="_Undo" Command="{Binding UndoCommand}" />
                <MenuItem Header="_Redo" Command="{Binding RedoCommand}" />
            </MenuItem>
            <MenuItem Header="_AI">
                <MenuItem Header="_Generate Suggestions" Command="{Binding GenerateSuggestionsCommand}" />
                <MenuItem Header="_Semantic Search" Command="{Binding OpenSearchCommand}" />
                <MenuItem Header="_Insert Link" Command="{Binding InsertLinkCommand}" />
            </MenuItem>
        </Menu>

        <!-- Main Content - Split View -->
        <Grid Grid.Row="1" ColumnDefinitions="2*,*">
            <!-- Left: Editor -->
            <Border Grid.Column="0" BorderBrush="LightGray" BorderThickness="0,0,1,0">
                <views:EditorView DataContext="{Binding EditorViewModel}" />
            </Border>

            <!-- Right: Suggestions -->
            <Border Grid.Column="1">
                <views:SuggestionsView DataContext="{Binding SuggestionsViewModel}" />
            </Border>
        </Grid>

        <!-- Status Bar -->
        <Border Grid.Row="2" Background="WhiteSmoke" Padding="8,4">
            <Grid ColumnDefinitions="*,Auto,Auto,Auto">
                <TextBlock Grid.Column="0" Text="{Binding StatusMessage}" />
                <TextBlock Grid.Column="1" Text="{Binding WordCount, StringFormat='Words: {0}'}" Margin="10,0" />
                <TextBlock Grid.Column="2" Text="{Binding CharCount, StringFormat='Chars: {0}'}" Margin="10,0" />
                <ProgressBar Grid.Column="3"
                             Width="100"
                             Height="16"
                             IsVisible="{Binding IsProcessing}"
                             IsIndeterminate="True" />
            </Grid>
        </Border>
    </Grid>
</Window>

خلفية المسند

using CommunityToolkit.Mvvm.ComponentModel;
using CommunityToolkit.Mvvm.Input;
using Mostlylucid.BlogLLM.Client.Services;
using System.Threading.Tasks;

namespace Mostlylucid.BlogLLM.Client.ViewModels
{
    public partial class MainWindowViewModel : ViewModelBase
    {
        private readonly IEditorService _editorService;
        private readonly ISuggestionService _suggestionService;

        [ObservableProperty]
        private EditorViewModel _editorViewModel;

        [ObservableProperty]
        private SuggestionsViewModel _suggestionsViewModel;

        [ObservableProperty]
        private string _statusMessage = "Ready";

        [ObservableProperty]
        private int _wordCount;

        [ObservableProperty]
        private int _charCount;

        [ObservableProperty]
        private bool _isProcessing;

        public MainWindowViewModel(
            IEditorService editorService,
            ISuggestionService suggestionService)
        {
            _editorService = editorService;
            _suggestionService = suggestionService;

            EditorViewModel = new EditorViewModel(editorService);
            SuggestionsViewModel = new SuggestionsViewModel(suggestionService);

            // Subscribe to editor changes
            EditorViewModel.PropertyChanged += (s, e) =>
            {
                if (e.PropertyName == nameof(EditorViewModel.Text))
                {
                    UpdateStatistics();
                    _ = GenerateSuggestionsAsync();
                }
            };
        }

        [RelayCommand]
        private async Task NewPost()
        {
            EditorViewModel.Text = GenerateNewPostTemplate();
            StatusMessage = "New post created";
        }

        [RelayCommand]
        private async Task OpenPost()
        {
            var dialog = new OpenFileDialog
            {
                Filters = new List<FileDialogFilter>
                {
                    new FileDialogFilter { Name = "Markdown", Extensions = { "md" } }
                }
            };

            var result = await dialog.ShowAsync(GetMainWindow());
            if (result != null && result.Length > 0)
            {
                EditorViewModel.Text = await File.ReadAllTextAsync(result[0]);
                StatusMessage = $"Opened: {Path.GetFileName(result[0])}";
            }
        }

        [RelayCommand]
        private async Task Save()
        {
            var dialog = new SaveFileDialog
            {
                Filters = new List<FileDialogFilter>
                {
                    new FileDialogFilter { Name = "Markdown", Extensions = { "md" } }
                },
                DefaultExtension = "md"
            };

            var result = await dialog.ShowAsync(GetMainWindow());
            if (!string.IsNullOrEmpty(result))
            {
                await File.WriteAllTextAsync(result, EditorViewModel.Text);
                StatusMessage = $"Saved: {Path.GetFileName(result)}";
            }
        }

        [RelayCommand]
        private async Task GenerateSuggestions()
        {
            IsProcessing = true;
            StatusMessage = "Generating suggestions...";

            try
            {
                var currentText = EditorViewModel.Text;
                await SuggestionsViewModel.GenerateSuggestionsAsync(currentText);
                StatusMessage = "Suggestions generated";
            }
            catch (Exception ex)
            {
                StatusMessage = $"Error: {ex.Message}";
            }
            finally
            {
                IsProcessing = false;
            }
        }

        private void UpdateStatistics()
        {
            var text = EditorViewModel.Text ?? string.Empty;
            CharCount = text.Length;
            WordCount = text.Split(new[] { ' ', '\n', '\r', '\t' },
                StringSplitOptions.RemoveEmptyEntries).Length;
        }

        private string GenerateNewPostTemplate()
        {
            var today = DateTime.Now.ToString("yyyy-MM-ddTHH:mm");
            return $@"# New Blog Post


<datetime class=""hidden"">{today}</datetime>

## Introduction

Write your introduction here...

[TOC]

## Section 1

Content here...
";
        }

        private Window GetMainWindow() =>
            (Application.Current?.ApplicationLifetime as IClassicDesktopStyleApplicationLifetime)
                ?.MainWindow ?? throw new InvalidOperationException();
    }
}

إنشاء مشروع

**هيكل طراز XAML**المصدر الرئيسي و هذا العرض مُو هذا

وحدة خدمات دعم

<UserControl xmlns="https://github.com/avaloniaui"
             xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
             xmlns:avalonEdit="clr-namespace:AvaloniaEdit;assembly=AvaloniaEdit"
             x:Class="Mostlylucid.BlogLLM.Client.Views.EditorView">

    <Grid RowDefinitions="Auto,*,*">
        <!-- Toolbar -->
        <StackPanel Grid.Row="0" Orientation="Horizontal" Spacing="5" Margin="5">
            <Button Content="Bold" Command="{Binding InsertBoldCommand}" />
            <Button Content="Italic" Command="{Binding InsertItalicCommand}" />
            <Button Content="Code" Command="{Binding InsertCodeCommand}" />
            <Separator />
            <Button Content="H1" Command="{Binding InsertHeadingCommand}" CommandParameter="1" />
            <Button Content="H2" Command="{Binding InsertHeadingCommand}" CommandParameter="2" />
            <Button Content="H3" Command="{Binding InsertHeadingCommand}" CommandParameter="3" />
            <Separator />
            <Button Content="Link" Command="{Binding InsertLinkCommand}" />
            <Button Content="Image" Command="{Binding InsertImageCommand}" />
        </StackPanel>

        <!-- Editor -->
        <avalonEdit:TextEditor Grid.Row="1"
                               Name="Editor"
                               FontFamily="Consolas,Courier New"
                               FontSize="14"
                               ShowLineNumbers="True"
                               WordWrap="True"
                               Document="{Binding Document}"
                               SyntaxHighlighting="MarkDown" />

        <!-- Live Preview -->
        <Border Grid.Row="2" BorderBrush="LightGray" BorderThickness="0,1,0,0">
            <ScrollViewer>
                <MarkdownScrollViewer Markdown="{Binding Text}"
                                    Margin="10"
                                    Background="White" />
            </ScrollViewer>
        </Border>
    </Grid>
</UserControl>

سوف نستخدم

using AvaloniaEdit.Document;
using CommunityToolkit.Mvvm.ComponentModel;
using CommunityToolkit.Mvvm.Input;

namespace Mostlylucid.BlogLLM.Client.ViewModels
{
    public partial class EditorViewModel : ViewModelBase
    {
        private readonly IEditorService _editorService;

        [ObservableProperty]
        private TextDocument _document = new();

        [ObservableProperty]
        private string _text = string.Empty;

        [ObservableProperty]
        private int _caretOffset;

        public EditorViewModel(IEditorService editorService)
        {
            _editorService = editorService;

            // Sync Document and Text
            Document.TextChanged += (s, e) =>
            {
                Text = Document.Text;
            };
        }

        [RelayCommand]
        private void InsertBold()
        {
            InsertMarkdownWrapper("**", "**", "bold text");
        }

        [RelayCommand]
        private void InsertItalic()
        {
            InsertMarkdownWrapper("*", "*", "italic text");
        }

        [RelayCommand]
        private void InsertCode()
        {
            InsertMarkdownWrapper("`", "`", "code");
        }

        [RelayCommand]
        private void InsertHeading(string level)
        {
            var headingMarker = new string('#', int.Parse(level));
            Document.Insert(CaretOffset, $"{headingMarker} Heading {level}\n");
        }

        [RelayCommand]
        private void InsertLink()
        {
            InsertMarkdownWrapper("[", "](url)", "link text");
        }

        [RelayCommand]
        private void InsertImage()
        {
            Document.Insert(CaretOffset, "![alt text](image-url.png)");
        }

        private void InsertMarkdownWrapper(string before, string after, string placeholder)
        {
            var selectedText = GetSelectedText();

            if (string.IsNullOrEmpty(selectedText))
            {
                Document.Insert(CaretOffset, $"{before}{placeholder}{after}");
            }
            else
            {
                var selectionStart = Document.GetOffset(Document.GetLocation(CaretOffset));
                Document.Replace(selectionStart, selectedText.Length, $"{before}{selectedText}{after}");
            }
        }

        private string GetSelectedText()
        {
            // This would get actual selection from AvalonEdit
            // Simplified for example
            return string.Empty;
        }
    }
}

المسند

-مُحرّر نصّ قويّ مُكوّن مُبرّر مُبرّز.

المحرر Viiew. xsaml

<UserControl xmlns="https://github.com/avaloniaui"
             xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
             x:Class="Mostlylucid.BlogLLM.Client.Views.SuggestionsView">

    <TabControl>
        <!-- Similar Posts -->
        <TabItem Header="Similar Posts">
            <Grid RowDefinitions="Auto,*">
                <StackPanel Grid.Row="0" Margin="5">
                    <TextBlock Text="Related content from your blog:" FontWeight="Bold" />
                    <TextBlock Text="{Binding SimilarPostsCount, StringFormat='{0} posts found'}"
                               FontSize="11" Foreground="Gray" />
                </StackPanel>

                <ListBox Grid.Row="1"
                         ItemsSource="{Binding SimilarPosts}"
                         SelectedItem="{Binding SelectedPost}">
                    <ListBox.ItemTemplate>
                        <DataTemplate>
                            <Border BorderBrush="LightGray"
                                    BorderThickness="1"
                                    Padding="8"
                                    Margin="4"
                                    CornerRadius="4">
                                <StackPanel>
                                    <TextBlock Text="{Binding Title}"
                                               FontWeight="Bold"
                                               TextWrapping="Wrap" />
                                    <TextBlock Text="{Binding SectionHeading}"
                                               FontSize="11"
                                               Foreground="DarkBlue"
                                               Margin="0,2" />
                                    <TextBlock Text="{Binding Preview}"
                                               TextWrapping="Wrap"
                                               MaxHeight="60"
                                               FontSize="12"
                                               Margin="0,4" />
                                    <StackPanel Orientation="Horizontal" Spacing="10" Margin="0,4,0,0">
                                        <TextBlock Text="{Binding Score, StringFormat='Similarity: {0:P0}'}"
                                                   FontSize="11"
                                                   Foreground="Green" />
                                        <Button Content="Insert Link"
                                                Command="{Binding $parent[ListBox].DataContext.InsertLinkCommand}"
                                                CommandParameter="{Binding}"
                                                FontSize="11" />
                                        <Button Content="View"
                                                Command="{Binding $parent[ListBox].DataContext.ViewPostCommand}"
                                                CommandParameter="{Binding}"
                                                FontSize="11" />
                                    </StackPanel>
                                </StackPanel>
                            </Border>
                        </DataTemplate>
                    </ListBox.ItemTemplate>
                </ListBox>
            </Grid>
        </TabItem>

        <!-- Code Snippets -->
        <TabItem Header="Code Snippets">
            <Grid RowDefinitions="Auto,*">
                <TextBlock Grid.Row="0"
                           Text="Relevant code from past posts:"
                           FontWeight="Bold"
                           Margin="5" />

                <ListBox Grid.Row="1" ItemsSource="{Binding CodeSnippets}">
                    <ListBox.ItemTemplate>
                        <DataTemplate>
                            <Border BorderBrush="LightGray"
                                    BorderThickness="1"
                                    Padding="8"
                                    Margin="4"
                                    Background="WhiteSmoke">
                                <StackPanel>
                                    <TextBlock Text="{Binding Language}"
                                               FontFamily="Consolas"
                                               FontSize="11"
                                               Foreground="DarkGray" />
                                    <TextBlock Text="{Binding Code}"
                                               FontFamily="Consolas"
                                               TextWrapping="Wrap"
                                               Margin="0,4" />
                                    <Button Content="Insert"
                                            Command="{Binding $parent[ListBox].DataContext.InsertCodeCommand}"
                                            CommandParameter="{Binding}"
                                            HorizontalAlignment="Right" />
                                </StackPanel>
                            </Border>
                        </DataTemplate>
                    </ListBox.ItemTemplate>
                </ListBox>
            </Grid>
        </TabItem>

        <!-- AI Suggestions -->
        <TabItem Header="AI Suggestions">
            <Grid RowDefinitions="Auto,*,Auto">
                <TextBlock Grid.Row="0"
                           Text="AI-generated suggestions:"
                           FontWeight="Bold"
                           Margin="5" />

                <ScrollViewer Grid.Row="1">
                    <TextBlock Text="{Binding AiSuggestion}"
                               TextWrapping="Wrap"
                               Margin="10"
                               FontSize="13" />
                </ScrollViewer>

                <Button Grid.Row="2"
                        Content="Generate New Suggestion"
                        Command="{Binding RegenerateSuggestionCommand}"
                        Margin="5" />
            </Grid>
        </TabItem>
    </TabControl>
</UserControl>

المجلد المُرْض

using CommunityToolkit.Mvvm.ComponentModel;
using CommunityToolkit.Mvvm.Input;
using Mostlylucid.BlogLLM.Client.Models;
using Mostlylucid.BlogLLM.Client.Services;
using System.Collections.ObjectModel;

namespace Mostlylucid.BlogLLM.Client.ViewModels
{
    public partial class SuggestionsViewModel : ViewModelBase
    {
        private readonly ISuggestionService _suggestionService;

        [ObservableProperty]
        private ObservableCollection<SimilarPost> _similarPosts = new();

        [ObservableProperty]
        private ObservableCollection<CodeSnippet> _codeSnippets = new();

        [ObservableProperty]
        private string _aiSuggestion = string.Empty;

        [ObservableProperty]
        private SimilarPost? _selectedPost;

        [ObservableProperty]
        private int _similarPostsCount;

        public SuggestionsViewModel(ISuggestionService suggestionService)
        {
            _suggestionService = suggestionService;
        }

        public async Task GenerateSuggestionsAsync(string currentText)
        {
            // Extract last few sentences as context
            var context = ExtractContext(currentText);

            // Search for similar posts
            var similarPosts = await _suggestionService.FindSimilarPostsAsync(context);
            SimilarPosts.Clear();
            foreach (var post in similarPosts)
            {
                SimilarPosts.Add(post);
            }
            SimilarPostsCount = SimilarPosts.Count;

            // Extract code snippets from similar posts
            var codeSnippets = await _suggestionService.ExtractCodeSnippetsAsync(similarPosts);
            CodeSnippets.Clear();
            foreach (var snippet in codeSnippets)
            {
                CodeSnippets.Add(snippet);
            }

            // Generate AI suggestion (we'll implement this in Part 6)
            // AiSuggestion = await _suggestionService.GenerateAiSuggestionAsync(currentText, similarPosts);
        }

        [RelayCommand]
        private void InsertLink(SimilarPost post)
        {
            var link = $"[{post.Title}](/blog/{post.Slug}#{post.SectionHeading.ToLower().Replace(" ", "-")})";
            // Notify EditorViewModel to insert link
            WeakReferenceMessenger.Default.Send(new InsertTextMessage(link));
        }

        [RelayCommand]
        private void ViewPost(SimilarPost post)
        {
            // Open in browser
            var url = $"https://www.mostlylucid.net/blog/{post.Slug}";
            Process.Start(new ProcessStartInfo { FileName = url, UseShellExecute = true });
        }

        [RelayCommand]
        private void InsertCode(CodeSnippet snippet)
        {
            var code = $"```{snippet.Language}\n{snippet.Code}\n```";
            WeakReferenceMessenger.Default.Send(new InsertTextMessage(code));
        }

        [RelayCommand]
        private async Task RegenerateSuggestion()
        {
            // To be implemented in Part 6 with LLM integration
            AiSuggestion = "AI suggestions will be available in Part 6...";
        }

        private string ExtractContext(string text, int sentences = 3)
        {
            // Get last N sentences as context for search
            var sentenceEndings = new[] { '.', '!', '?' };
            var sentences_found = 0;
            var index = text.Length - 1;

            while (index >= 0 && sentences_found < sentences)
            {
                if (sentenceEndings.Contains(text[index]))
                {
                    sentences_found++;
                }
                index--;
            }

            return index < 0 ? text : text.Substring(index + 1).Trim();
        }
    }
}

فريق

هذا هو المكان الذي يحدث فيه سحر الذكاء الاصطناعي - تظهر فيه ملاحظات واقتراحات متشابهة من الناحية الدلالية.

using Mostlylucid.BlogLLM.Client.Models;

namespace Mostlylucid.BlogLLM.Client.Services
{
    public interface ISuggestionService
    {
        Task<List<SimilarPost>> FindSimilarPostsAsync(string context);
        Task<List<CodeSnippet>> ExtractCodeSnippetsAsync(List<SimilarPost> posts);
        Task<string> GenerateAiSuggestionAsync(string currentText, List<SimilarPost> context);
    }
}

مقترحايـا Viii. xsaml

using Mostlylucid.BlogLLM.Client.Models;
using Mostlylucid.BlogLLM.Core.Services;

namespace Mostlylucid.BlogLLM.Client.Services
{
    public class SuggestionService : ISuggestionService
    {
        private readonly BatchEmbeddingService _embeddingService;
        private readonly QdrantVectorStore _vectorStore;

        public SuggestionService(
            BatchEmbeddingService embeddingService,
            QdrantVectorStore vectorStore)
        {
            _embeddingService = embeddingService;
            _vectorStore = vectorStore;
        }

        public async Task<List<SimilarPost>> FindSimilarPostsAsync(string context)
        {
            // Generate embedding for context
            var embedding = _embeddingService.GenerateEmbedding(context);

            // Search vector database
            var results = await _vectorStore.SearchAsync(
                queryEmbedding: embedding,
                limit: 10,
                languageFilter: "en"
            );

            // Convert to SimilarPost models
            return results.Select(r => new SimilarPost
            {
                Slug = r.BlogPostSlug,
                Title = r.BlogPostTitle,
                SectionHeading = r.SectionHeading,
                Preview = r.Text.Length > 200 ? r.Text.Substring(0, 200) + "..." : r.Text,
                FullText = r.Text,
                Score = r.Score
            }).ToList();
        }

        public async Task<List<CodeSnippet>> ExtractCodeSnippetsAsync(List<SimilarPost> posts)
        {
            var snippets = new List<CodeSnippet>();

            foreach (var post in posts)
            {
                // Extract code blocks from markdown
                var codeBlocks = ExtractCodeBlocks(post.FullText);
                snippets.AddRange(codeBlocks);
            }

            // Deduplicate and return top 5
            return snippets
                .GroupBy(s => s.Code)
                .Select(g => g.First())
                .Take(5)
                .ToList();
        }

        public async Task<string> GenerateAiSuggestionAsync(string currentText, List<SimilarPost> context)
        {
            // This will be implemented in Part 6 with LLM integration
            await Task.CompletedTask;
            return "AI generation coming in Part 6...";
        }

        private List<CodeSnippet> ExtractCodeBlocks(string markdown)
        {
            var snippets = new List<CodeSnippet>();
            var regex = new Regex(@"```(\w+)\n(.*?)\n```", RegexOptions.Singleline);
            var matches = regex.Matches(markdown);

            foreach (Match match in matches)
            {
                snippets.Add(new CodeSnippet
                {
                    Language = match.Groups[1].Value,
                    Code = match.Groups[2].Value.Trim()
                });
            }

            return snippets;
        }
    }
}

مقترحات View MoDD

namespace Mostlylucid.BlogLLM.Client.Models
{
    public class SimilarPost
    {
        public string Slug { get; set; } = string.Empty;
        public string Title { get; set; } = string.Empty;
        public string SectionHeading { get; set; } = string.Empty;
        public string Preview { get; set; } = string.Empty;
        public string FullText { get; set; } = string.Empty;
        public float Score { get; set; }
    }

    public class CodeSnippet
    {
        public string Language { get; set; } = string.Empty;
        public string Code { get; set; } = string.Empty;
    }

    public record InsertTextMessage(string Text);
}

أيّ مُتَزَزِق تنفيذ خدمة

using Avalonia;
using Avalonia.Controls.ApplicationLifetimes;
using Avalonia.Markup.Xaml;
using Microsoft.Extensions.DependencyInjection;
using Mostlylucid.BlogLLM.Client.Services;
using Mostlylucid.BlogLLM.Client.ViewModels;
using Mostlylucid.BlogLLM.Client.Views;
using Mostlylucid.BlogLLM.Core.Services;

namespace Mostlylucid.BlogLLM.Client
{
    public partial class App : Application
    {
        public IServiceProvider Services { get; private set; } = null!;

        public override void Initialize()
        {
            AvaloniaXamlLoader.Load(this);
        }

        public override void OnFrameworkInitializationCompleted()
        {
            // Setup DI
            var services = new ServiceCollection();

            // Register core services
            services.AddSingleton(_ => new BatchEmbeddingService(
                modelPath: "C:\\models\\bge-base-en-onnx\\model.onnx",
                tokenizerPath: "C:\\models\\bge-base-en-onnx\\tokenizer.json",
                useGpu: true
            ));

            services.AddSingleton(_ => new QdrantVectorStore(
                host: "localhost",
                port: 6334
            ));

            // Register app services
            services.AddSingleton<IEditorService, EditorService>();
            services.AddSingleton<ISuggestionService, SuggestionService>();

            // Register ViewModels
            services.AddTransient<MainWindowViewModel>();
            services.AddTransient<EditorViewModel>();
            services.AddTransient<SuggestionsViewModel>();

            Services = services.BuildServiceProvider();

            // Create main window
            if (ApplicationLifetime is IClassicDesktopStyleApplicationLifetime desktop)
            {
                desktop.MainWindow = new MainWindow
                {
                    DataContext = Services.GetRequiredService<MainWindowViewModel>()
                };
            }

            base.OnFrameworkInitializationCompleted();
        }
    }
}

تنفيذ SAS

dotnet run

الإعداد للحققس. س. س. س. س.
****يجب أن ترى:
****محرّر مع شريط الأدوات و معاينة حيّة

فريق يمين

:: الوظائف المتشابهة استناداً إلى ما تكتبه

شريط

: العد والتجهيز لكل كلمة/شخص

public partial class EditorViewModel : ViewModelBase
{
    private System.Timers.Timer _searchDebounceTimer;
    private const int DebounceMs = 500;

    public EditorViewModel(IEditorService editorService)
    {
        _editorService = editorService;

        _searchDebounceTimer = new System.Timers.Timer(DebounceMs);
        _searchDebounceTimer.AutoReset = false;
        _searchDebounceTimer.Elapsed += async (s, e) =>
        {
            await GenerateSuggestionsAsync();
        };

        Document.TextChanged += (s, e) =>
        {
            Text = Document.Text;

            // Restart debounce timer
            _searchDebounceTimer.Stop();
            _searchDebounceTimer.Start();
        };
    }

    private async Task GenerateSuggestionsAsync()
    {
        var context = ExtractContext(Text);
        await Dispatcher.UIThread.InvokeAsync(async () =>
        {
            await SuggestionsViewModel.GenerateSuggestionsAsync(context);
        });
    }
}

وكما تكتبون ، يُحدِّث فريق الاقتراحات في الوقت الحقيقي بمحتويات مماثلة من مدونتكم .

معدل الأداء

public class EmbeddingCache
{
    private readonly Dictionary<string, (float[] embedding, DateTime timestamp)> _cache = new();
    private const int MaxCacheSize = 100;
    private readonly TimeSpan _cacheExpiration = TimeSpan.FromMinutes(10);

    public bool TryGet(string text, out float[] embedding)
    {
        if (_cache.TryGetValue(text, out var cached))
        {
            if (DateTime.Now - cached.timestamp < _cacheExpiration)
            {
                embedding = cached.embedding;
                return true;
            }
            _cache.Remove(text);
        }

        embedding = null;
        return false;
    }

    public void Set(string text, float[] embedding)
    {
        if (_cache.Count >= MaxCacheSize)
        {
            // Remove oldest
            var oldest = _cache.OrderBy(kv => kv.Value.timestamp).First();
            _cache.Remove(oldest.Key);
        }

        _cache[text] = (embedding, DateTime.Now);
    }
}

لا تبحث عن كل مفتاح - انتظر لحظة:

✅ مُمَزِجمزامن المراسلة لـ مُنتقِر مُحَكّر:
✅ Markdown editor with live preview (أولاً - موجز)
✅ Real-time semantic search as you type
✅ Suggestions panel showing similar posts
✅ Code snippet extraction and insertion
✅ Link generation to related posts
✅ Debounced search for performance
✅ Dependency injection architecture

لقد بنينا عميل ويندوز كامل مع:

المائل**إطار UI مع نمط MVVM**المسند

ما هو التالي؟داخلالجزء 6: التكامل المحلي
، نحن سَنُدمجُ محليّ LL LL إستنتاج:
إعداد التهيئةلِمْ لِمْ لِمْ
لنموذج التنفيذ المحلي
نماذج التنزيل والتصنيع الكمي (LLLAMa 2, Mistral)
شكل GGGUF

والكمية الموضحة

جاري الاستدلال على A4000 GPU

تقديم الاقتراحات الكتابية
التهيئة لكتابة المدوّنة
أخيراً سنرى الإقتراحات الناتجة عن الإقتراحات في فريق الإقتراحات!
السلسلة
الجزء 1: مقدمة وهيكلةالجزء 2: تركيبة الجيني وCUDA في C#
الجزء 3: فهم قواعد البيانات
الجزء 4: بناء خط الامتصاص
جزء من: جزء 5: المفكّل

(الوظيفة الحالية)

وثائق التصحيحات التصحيحيةAvaloniaEditt!