Yess

VisionAsist/Models/Core.cs

@@ -2,56 +2,110 @@ using System;
 using System.IO;
 using System.Reflection;
 using System.Collections.Generic;
-using VisionAsist.SDK;
 using System.Linq;
+using System.Text.Json;
+using VisionAsist.SDK;
 
 namespace VisionAsist.Models;
 
 public class Core
 {
-    public class Modules
+    public class LoadedModule
     {
-        public string Name { get; set; }
-        public IModule Module { get; set; }
-        public string[] commands { get; set; }
+        public string Name { get; set; } = string.Empty;
+        public IModule Module { get; set; } = null!;
+        public List<ToolDefinition> Tools { get; set; } = new();
     }
 
-    public static List<Modules> modulelist = new();
-    static string Plugin = Path.Combine(AppContext.BaseDirectory, "Modules");
+    public static List<LoadedModule> ModuleList = new();
+    static readonly string PluginPath = Path.Combine(AppContext.BaseDirectory, "Modules");
     
     static Core()
     {
         Console.OutputEncoding = System.Text.Encoding.UTF8;
         Console.InputEncoding = System.Text.Encoding.UTF8;
         
-        if (!Directory.Exists(Plugin))
-        {
-            Directory.CreateDirectory(Plugin);
-        }
+        if (!Directory.Exists(PluginPath)) Directory.CreateDirectory(PluginPath);
 
-        string[] folderNames = new DirectoryInfo(Plugin)
-            .GetDirectories()
-            .Select(d => d.Name)
-            .ToArray();
-            
-        foreach (string folderName in folderNames)
+        AppDomain.CurrentDomain.AssemblyResolve += ResolveAssembly;
+        LoadModules();
+    }
+
+    private static Assembly? ResolveAssembly(object? sender, ResolveEventArgs args)
+    {
+        string assemblyName = new AssemblyName(args.Name).Name + ".dll";
+        foreach (var dir in Directory.GetDirectories(PluginPath))
         {
-            string mpn = Path.Combine(Plugin, folderName, "Module.dll");
-            if (File.Exists(mpn))
+            string assemblyPath = Path.Combine(dir, assemblyName);
+            if (File.Exists(assemblyPath)) return Assembly.LoadFrom(assemblyPath);
+        }
+        return null;
+    }
+
+    private static void LoadModules()
+    {
+        if (!Directory.Exists(PluginPath)) return;
+
+        foreach (var dir in Directory.GetDirectories(PluginPath))
+        {
+            string folderName = Path.GetFileName(dir);
+            // DLL называется так же, как и папка
+            string dllPath = Path.Combine(dir, folderName + ".dll");
+
+            if (File.Exists(dllPath))
             {
-                Assembly assembly = Assembly.LoadFrom(mpn);
-                var type = assembly.GetTypes().FirstOrDefault(t =>
-                    typeof(IModule).IsAssignableFrom(t) && !t.IsInterface && !t.IsAbstract);
-                if (type != null)
+                try
                 {
-                    var module = (IModule)Activator.CreateInstance(type)!;
-                    modulelist.Add(new Modules { Name = module.Name, Module = module, commands = module.GetCommands() });
-                    foreach (var cmd in module.GetCommands())
+                    Assembly assembly = Assembly.LoadFrom(dllPath);
+                    var type = assembly.GetTypes().FirstOrDefault(t =>
+                        typeof(IModule).IsAssignableFrom(t) && !t.IsInterface && !t.IsAbstract);
+                    
+                    if (type != null)
                     {
-                        Console.WriteLine($"- {cmd}");
+                        var module = (IModule)Activator.CreateInstance(type)!;
+                        if (!ModuleList.Any(m => m.Name == module.Name))
+                        {
+                            ModuleList.Add(new LoadedModule 
+                            { 
+                                Name = module.Name, 
+                                Module = module, 
+                                Tools = module.GetTools() 
+                            });
+                            Console.WriteLine($"[CORE]: Загружен модуль '{module.Name}' из {dllPath}");
+                        }
                     }
                 }
+                catch (Exception ex)
+                {
+                    Console.WriteLine($"[CORE ERROR]: Не удалось загрузить {dllPath}: {ex.Message}");
+                }
             }
         }
     }
+
+    public static string GetToolsManifestJson()
+    {
+        var allTools = ModuleList.SelectMany(m => m.Tools.Select(t => new
+        {
+            type = "function",
+            function = new
+            {
+                name = t.Name,
+                description = t.Description,
+                parameters = JsonDocument.Parse(t.ParametersSchema).RootElement
+            }
+        })).ToList();
+
+        return JsonSerializer.Serialize(allTools, new JsonSerializerOptions { WriteIndented = true });
+    }
+
+    public static string CallTool(string toolName, string argsJson)
+    {
+        foreach (var module in ModuleList)
+        {
+            var tool = module.Tools.FirstOrDefault(t => t.Name == toolName);
+            if (tool != null) return module.Module.Execute(toolName, argsJson);
+        }
+        return "Ошибка: Инструмент не найден";
+    }
 }

VisionAsist/Models/OllamaService.cs

@@ -0,0 +1,55 @@
+using System;
+using System.Collections.Generic;
+using System.Net.Http;
+using System.Text;
+using System.Text.Json;
+using System.Threading.Tasks;
+using System.IO;
+
+namespace VisionAsist.Models;
+
+public class OllamaMessage
+{
+    public string role { get; set; } = string.Empty;
+    public string content { get; set; } = string.Empty;
+}
+
+public static class OllamaService
+{
+    private static readonly HttpClient _httpClient = new() { Timeout = TimeSpan.FromMinutes(5) };
+    private const string BaseUrl = "http://localhost:11434/api";
+
+    public static async IAsyncEnumerable<string> SendChatStreamAsync(string model, List<OllamaMessage> messages, string? toolsJson = null)
+    {
+        var requestBody = new Dictionary<string, object>
+        {
+            { "model", model },
+            { "messages", messages },
+            { "stream", true } // ВКЛЮЧАЕМ СТРИМИНГ
+        };
+
+        if (!string.IsNullOrEmpty(toolsJson))
+        {
+            requestBody.Add("tools", JsonDocument.Parse(toolsJson).RootElement);
+        }
+
+        var json = JsonSerializer.Serialize(requestBody);
+        var content = new StringContent(json, Encoding.UTF8, "application/json");
+        
+        using var request = new HttpRequestMessage(HttpMethod.Post, $"{BaseUrl}/chat") { Content = content };
+        using var response = await _httpClient.SendAsync(request, HttpCompletionOption.ResponseHeadersRead);
+        response.EnsureSuccessStatusCode();
+
+        using var stream = await response.Content.ReadAsStreamAsync();
+        using var reader = new StreamReader(stream);
+
+        while (!reader.EndOfStream)
+        {
+            var line = await reader.ReadLineAsync();
+            if (!string.IsNullOrWhiteSpace(line))
+            {
+                yield return line;
+            }
+        }
+    }
+}

VisionAsist/Models/Selector.cs

@@ -1,38 +1,116 @@
-using System;
+using System;
+using System.Collections.Generic;
+using System.Text.Json;
+using System.Threading.Tasks;
+using System.Linq;
 
 namespace VisionAsist.Models;
 
 public class Selector
 {
-    public static void selector(string text)
+    private static List<OllamaMessage> _chatHistory = new();
+    public static string CurrentModel = "qwen3.5:4b"; 
+
+    public static event Action<string>? OnLogUpdate;
+    private static void UpdateUI(string text) => OnLogUpdate?.Invoke(text);
+
+    public static async Task<string> selector(string text)
     {
-        if (text.Contains("вижен")) 
+        try
         {
-            string novision = text.Replace("вижен", "").Trim();
-            foreach (var module in Core.modulelist)
+            UpdateUI($"\n[Вы]: {text}\n");
+            _chatHistory.Add(new OllamaMessage { role = "user", content = text });
+
+            while (true)
             {
-                foreach (var command in module.commands)
+                string toolsJson = Core.GetToolsManifestJson();
+                string fullContent = "";
+                string toolCallsRaw = "";
+                bool isThinking = false;
+                bool hasStartedContent = false;
+
+                UpdateUI("\n[ИИ]: ");
+
+                await foreach (var line in OllamaService.SendChatStreamAsync(CurrentModel, _chatHistory, toolsJson))
                 {
-                    if (command.Contains("*"))
+                    using var doc = JsonDocument.Parse(line);
+                    var root = doc.RootElement;
+                    if (!root.TryGetProperty("message", out var message)) continue;
+
+                    // 1. ОБРАБОТКА 'thinking' (если есть в этом чанке)
+                    if (message.TryGetProperty("thinking", out var thinkingEl))
                     {
-                        string wopo = command.Replace("*", "").Trim();
-                        if (novision.Contains(wopo))
+                        string thinkPart = thinkingEl.GetString() ?? "";
+                        if (!string.IsNullOrEmpty(thinkPart))
                         {
-                           
-                            Console.WriteLine(module.Module.Execute(command));
-                            break;
+                            if (!isThinking) 
+                            { 
+                                UpdateUI("\n[Мысли]: "); 
+                                isThinking = true; 
+                            }
+                            UpdateUI(thinkPart);
                         }
                     }
-                    else
+
+                    // 2. ОБРАБОТКА 'content' (если есть в этом чанке)
+                    if (message.TryGetProperty("content", out var contentEl))
                     {
-                        if (command == novision)
+                        string part = contentEl.GetString() ?? "";
+                        if (!string.IsNullOrEmpty(part))
                         {
-                            Console.WriteLine(module.Module.Execute(novision));
-                            break;
+                            // Если мы только что "думали", переключаемся на ответ
+                            if (isThinking) 
+                            { 
+                                isThinking = false; 
+                                hasStartedContent = true;
+                                UpdateUI("\n[Ответ]: "); 
+                            }
+                            else if (!hasStartedContent && !string.IsNullOrWhiteSpace(part))
+                            {
+                                UpdateUI("\n[Ответ]: ");
+                                hasStartedContent = true;
+                            }
+
+                            fullContent += part;
+                            UpdateUI(part);
                         }
                     }
+
+                    // 3. ОБРАБОТКА 'tool_calls' (если есть в этом чанке)
+                    if (message.TryGetProperty("tool_calls", out var toolsEl)) 
+                    {
+                        toolCallsRaw = toolsEl.GetRawText();
+                    }
                 }
+
+                _chatHistory.Add(new OllamaMessage { role = "assistant", content = fullContent });
+
+                // 4. ВЫПОЛНЕНИЕ ИНСТРУМЕНТОВ (после завершения стрима)
+                if (!string.IsNullOrEmpty(toolCallsRaw))
+                {
+                    using var toolDoc = JsonDocument.Parse(toolCallsRaw);
+                    foreach (var call in toolDoc.RootElement.EnumerateArray())
+                    {
+                        string toolName = call.GetProperty("function").GetProperty("name").GetString() ?? "";
+                        string argsJson = call.GetProperty("function").GetProperty("arguments").GetRawText();
+
+                        UpdateUI($"\n\n[ДЕЙСТВИЕ]: {toolName}\n[АРГУМЕНТЫ]: {argsJson}");
+                        string result = Core.CallTool(toolName, argsJson);
+                        UpdateUI($"\n[РЕЗУЛЬТАТ]: {result}\n");
+
+                        _chatHistory.Add(new OllamaMessage { role = "tool", content = result });
+                    }
+                    continue; // Снова к ИИ с результатами инструментов
+                }
+                return fullContent;
             }
         }
+        catch (Exception ex)
+        {
+            UpdateUI($"\n[ОШИБКА]: {ex.Message}");
+            return ex.Message;
+        }
     }
+
+    public static void ClearHistory() => _chatHistory.Clear();
 }

VisionAsist/ViewModels/MainWindowViewModel.cs

@@ -1,20 +1,30 @@
 using System;
+using System.Threading.Tasks;
 using CommunityToolkit.Mvvm.ComponentModel;
 using CommunityToolkit.Mvvm.Input;
 using VisionAsist.Models;
 using VisionAsist.Views;
+using Avalonia.Threading;
 
 namespace VisionAsist.ViewModels;
 
 public partial class MainWindowViewModel : ViewModelBase
 {
+    public MainWindowViewModel()
+    {
+        Selector.OnLogUpdate += text =>
+        {
+            Dispatcher.UIThread.Post(() =>
+            {
+                CommandLog += text;
+            });
+        };
+    }
+
     [RelayCommand]
     private void Settingse()
     {
-        new Settings
-        {
-            DataContext = new SettingsViewModel()
-        }.Show();
+        new Settings { DataContext = new SettingsViewModel() }.Show();
     }
     
     [ObservableProperty]
@@ -23,19 +33,23 @@ public partial class MainWindowViewModel : ViewModelBase
     [ObservableProperty]
     private string commandText = string.Empty;
 
+    [ObservableProperty]
+    private bool isGenerating = false;
+
     [RelayCommand]
-    private void Send()
+    private async Task Send()
     {
-        if (!string.IsNullOrWhiteSpace(CommandText))
+        if (!string.IsNullOrWhiteSpace(CommandText) && !IsGenerating)
         {
-            // Отображаем введенную команду в логе
-            CommandLog = CommandText;
-            
-            // Отправляем в селектор
-            Selector.selector(CommandText);
-            
-            // Очищаем поле ввода
+            string input = CommandText;
             CommandText = string.Empty;
+            IsGenerating = true;
+
+            // Запускаем логику в фоновом потоке, чтобы UI не зависал
+            await Task.Run(async () => {
+                await Selector.selector(input);
+                IsGenerating = false;
+            });
         }
     }
 }

VisionAsist/ViewModels/SettingsViewModel.cs

@@ -23,7 +23,7 @@ public class SettingsViewModel : ViewModelBase
     public SettingsViewModel()
     {
        
-        foreach (var module in Core.modulelist)
+        foreach (var module in Core.ModuleList)
         {
 
             AddModule(module.Name);
@@ -43,7 +43,7 @@ public class SettingsViewModel : ViewModelBase
     private void OpenSettings(string moduleName)
     {
        
-        var module = Core.modulelist.FirstOrDefault(m => m.Name == moduleName);
+        var module = Core.ModuleList.FirstOrDefault(m => m.Name == moduleName);
         if (module != null)
         {
             module.Module.Settings(new object[] { this }); 

VisionAsist/Views/MainWindow.axaml

@@ -16,12 +16,14 @@
     <StackPanel>
         <StackPanel Orientation="Horizontal" Margin="10">
             <Button Content="Настройки" Command="{Binding SettingseCommand}"/>
+            <ProgressBar IsIndeterminate="True" IsVisible="{Binding IsGenerating}" Width="100" Margin="10,0"/>
         </StackPanel>
 
         <Grid ColumnDefinitions="*, Auto" Margin="10,0,10,10">
             <TextBox Grid.Column="0" 
                      Text="{Binding CommandText}" 
-                     Watermark="Введите команду (например: вижен погода)..."
+                     IsEnabled="{Binding !IsGenerating}"
+                     Watermark="Введите команду..."
                      VerticalAlignment="Center">
                 <TextBox.KeyBindings>
                     <KeyBinding Gesture="Enter" Command="{Binding SendCommand}"/>
@@ -30,14 +32,16 @@
             <Button Grid.Column="1" 
                     Content="Отправить" 
                     Command="{Binding SendCommand}"
+                    IsEnabled="{Binding !IsGenerating}"
                     Margin="5,0,0,0"/>
         </Grid>
         
-        <ScrollViewer Height="300" CornerRadius="5" Background="Black">
-            <TextBlock Text="{Binding CommandLog}" 
+        <ScrollViewer Height="300" CornerRadius="5" Background="#1E1E1E" Name="ChatScroller">
+            <SelectableTextBlock Text="{Binding CommandLog}" 
                        TextWrapping="Wrap" 
                        Padding="10" 
-                       Foreground="White"/>
+                       FontFamily="Cascadia Code, Consolas, Monospace"
+                       Foreground="#DCDCDC"/>
         </ScrollViewer>
     </StackPanel>
 </Window>

VisionAsist/VisionAsist.csproj

@@ -23,6 +23,7 @@
             <PrivateAssets Condition="'$(Configuration)' != 'Debug'">All</PrivateAssets>
         </PackageReference>
         <PackageReference Include="CommunityToolkit.Mvvm" Version="8.4.0" />
+        <PackageReference Include="System.IO.Ports" Version="9.0.0" />
     </ItemGroup>
 
     <ItemGroup>