feat: Add using vector and chunks in Context Manager

.github/scripts/plugin.json

@@ -6,67 +6,22 @@
         "llm",
         "ai"
     ],
-    "compatibility": "Qt 6.8.3",
+    "compatibility": "Qt 6.8.1",
     "platforms": [
         "Windows",
         "macOS",
         "Linux"
     ],
     "license": "GPLv3",
-    "version": "0.5.10",
+    "version": "0.4.0",
     "status": "draft",
     "is_pack": false,
     "released_at": null,
     "version_history": [
         {
             "version": "0.4.0",
-            "is_latest": false,
+            "is_latest": true,
             "released_at": "2024-01-24T15:00:00Z"
-        },
-        {
-            "version": "0.5.2",
-            "is_latest": false,
-            "released_at": "2025-03-13T17:00:00Z"
-        },
-        {
-            "version": "0.5.3",
-            "is_latest": false,
-            "released_at": "2025-03-14T11:00:00Z"
-        },
-        {
-            "version": "0.5.4",
-            "is_latest": false,
-            "released_at": "2025-03-17T03:00:00Z"
-        },
-        {
-            "version": "0.5.5",
-            "is_latest": false,
-            "released_at": "2025-03-20T19:00:00Z"
-        },
-        {
-            "version": "0.5.6",
-            "is_latest": false,
-            "released_at": "2025-04-04T19:00:00Z"
-        },
-        {
-            "version": "0.5.7",
-            "is_latest": false,
-            "released_at": "2025-04-14T01:00:00Z"
-        },
-        {
-            "version": "0.5.8",
-            "is_latest": true,
-            "released_at": "2025-04-17T10:00:00Z"
-        },
-        {
-            "version": "0.5.9",
-            "is_latest": true,
-            "released_at": "2025-04-21T10:00:00Z"
-        },
-        {
-            "version": "0.5.10",
-            "is_latest": true,
-            "released_at": "2025-04-24T10:00:00Z"
         }
     ],
     "icon": "https://github.com/user-attachments/assets/dc336712-83cb-440d-8761-8d0a31de898d",

.github/workflows/build_cmake.yml

@@ -12,9 +12,9 @@ on:
 
 env:
   PLUGIN_NAME: QodeAssist
-  QT_VERSION: 6.8.3
-  QT_CREATOR_VERSION: 16.0.1
-  QT_CREATOR_VERSION_INTERNAL: 16.0.1
+  QT_VERSION: 6.8.1
+  QT_CREATOR_VERSION: 15.0.1
+  QT_CREATOR_VERSION_INTERNAL: 15.0.1
   MACOS_DEPLOYMENT_TARGET: "11.0"
   CMAKE_VERSION: "3.29.6"
   NINJA_VERSION: "1.12.1"
@@ -36,8 +36,8 @@ jobs:
             environment_script: "C:/Program Files/Microsoft Visual Studio/2022/Enterprise/VC/Auxiliary/Build/vcvars64.bat",
           }
         - {
-            name: "Ubuntu 22.04 GCC", artifact: "Linux-x64",
-            os: ubuntu-22.04,
+            name: "Ubuntu Latest GCC", artifact: "Linux-x64",
+            os: ubuntu-latest,
             platform: linux_x64,
             cc: "gcc", cxx: "g++"
           }
@@ -70,7 +70,7 @@ jobs:
         cmakeVersion: ${{ env.CMAKE_VERSION }}
         ninjaVersion: ${{ env.NINJA_VERSION }}
 
-    - name: Install dependencies
+    - name: Install system libs
       shell: cmake -P {0}
       run: |
         if ("${{ runner.os }}" STREQUAL "Linux")
@@ -78,13 +78,7 @@ jobs:
             COMMAND sudo apt update
           )
           execute_process(
-            COMMAND sudo apt install
-              # build dependencies
-              libgl1-mesa-dev libgtest-dev libgmock-dev
-              # runtime dependencies for tests (Qt is downloaded outside package manager,
-              # thus minimal dependencies must be installed explicitly)
-              libsecret-1-0 libxcb-cursor0 libxcb-icccm4 libxcb-keysyms1 libxcb-randr0 libxcb-render-util0 libxcb-render0
-              libxcb-shape0 libxcb-shm0 libxcb-sync1 libxcb-xfixes0 libxcb-xkb1 libxkbcommon-x11-0 xvfb
+            COMMAND sudo apt install libgl1-mesa-dev
             RESULT_VARIABLE result
           )
           if (NOT result EQUAL 0)
@@ -223,7 +217,7 @@ jobs:
           COMMAND python
             -u
             "${{ steps.qt_creator.outputs.qtc_dir }}/${build_plugin_py}"
-            --name "$ENV{PLUGIN_NAME}-v${{ steps.git.outputs.tag }}-QtC$ENV{QT_CREATOR_VERSION}-${{ matrix.config.artifact }}"
+            --name "$ENV{PLUGIN_NAME}-$ENV{QT_CREATOR_VERSION}-${{ matrix.config.artifact }}"
             --src .
             --build build
             --qt-path "${{ steps.qt.outputs.qt_dir }}"
@@ -241,31 +235,24 @@ jobs:
     - name: Upload
       uses: actions/upload-artifact@v4
       with:
-        path: ./${{ env.PLUGIN_NAME }}-v${{ steps.git.outputs.tag }}-QtC${{ env.QT_CREATOR_VERSION }}-${{ matrix.config.artifact }}.7z
-        name: ${{ env.PLUGIN_NAME}}-v${{ steps.git.outputs.tag }}-QtC${{ env.QT_CREATOR_VERSION }}-${{ matrix.config.artifact }}.7z
+        path: ./${{ env.PLUGIN_NAME }}-${{ env.QT_CREATOR_VERSION }}-${{ matrix.config.artifact }}.7z
+        name: ${{ env.PLUGIN_NAME}}-${{ env.QT_CREATOR_VERSION }}-${{ matrix.config.artifact }}.7z
 
     # The json is the same for all platforms, but we need to save one
     - name: Upload plugin json
-      if: startsWith(matrix.config.os, 'ubuntu')
+      if: matrix.config.os == 'ubuntu-latest'
       uses: actions/upload-artifact@v4
       with:
         name: ${{ env.PLUGIN_NAME }}-origin-json
         path: ./build/build/${{ env.PLUGIN_NAME }}.json
 
-    - name: Run unit tests
-      if: startsWith(matrix.config.os, 'ubuntu')
-      run: |
-        xvfb-run ./build/build/test/QodeAssistTest
-
   update_json:
     if: contains(github.ref, 'tags/v')
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-latest
     needs: build
 
     steps:
     - uses: actions/checkout@v4
-      with:
-        submodules: recursive
     - uses: actions/setup-node@v4
       with:
         node-version: '20'

.github/workflows/check_formatting.yml

@@ -1,24 +0,0 @@
-name: Check formatting
-
-on:
-  push:
-    branches:
-      - main
-  pull_request:
-    branches:
-      - main
-
-jobs:
-  format:
-    runs-on: ubuntu-latest
-    steps:
-    - uses: actions/checkout@v4
-    - name: Install dependencies
-      run: |
-        sudo apt-get update
-        sudo apt-get install -y clang-format-19
-    - name: Check formatting
-      run: |
-        clang-format-19 --style=file -i $(git ls-files | fgrep .hpp)
-        clang-format-19 --style=file -i $(git ls-files | fgrep .cpp)
-        git diff --exit-code || exit 1

.gitmodules

@@ -1,3 +0,0 @@
-[submodule "3rdparty/inja"]
-	path = 3rdparty/inja
-	url = https://github.com/pantor/inja

CMakeLists.txt

@@ -8,38 +8,15 @@ set(CMAKE_AUTOUIC ON)
 set(CMAKE_CXX_STANDARD 20)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
 set(CMAKE_CXX_EXTENSIONS OFF)
-set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 
 find_package(QtCreator REQUIRED COMPONENTS Core)
-find_package(Qt6 COMPONENTS Core Gui Quick Widgets Network Test REQUIRED)
-find_package(GTest)
-
-# IDE_VERSION is defined by QtCreator package
-string(REGEX MATCH "([0-9]+)\\.([0-9]+)\\.([0-9]+)" version_match ${IDE_VERSION})
-set(QODEASSIST_QT_CREATOR_VERSION_MAJOR ${CMAKE_MATCH_1})
-set(QODEASSIST_QT_CREATOR_VERSION_MINOR ${CMAKE_MATCH_2})
-set(QODEASSIST_QT_CREATOR_VERSION_PATCH ${CMAKE_MATCH_3})
-
-if(NOT version_match)
-    message(FATAL_ERROR "Failed to parse Qt Creator version string: ${IDE_VERSION}")
-endif()
-
-message(STATUS "Qt Creator Version: ${QODEASSIST_QT_CREATOR_VERSION_MAJOR}.${QODEASSIST_QT_CREATOR_VERSION_MINOR}.${QODEASSIST_QT_CREATOR_VERSION_PATCH}")
-
-add_definitions(
-  -DQODEASSIST_QT_CREATOR_VERSION_MAJOR=${QODEASSIST_QT_CREATOR_VERSION_MAJOR}
-  -DQODEASSIST_QT_CREATOR_VERSION_MINOR=${QODEASSIST_QT_CREATOR_VERSION_MINOR}
-  -DQODEASSIST_QT_CREATOR_VERSION_PATCH=${QODEASSIST_QT_CREATOR_VERSION_PATCH}
-)
+find_package(Qt6 COMPONENTS Core Gui Quick Widgets Network REQUIRED)
 
 add_subdirectory(llmcore)
 add_subdirectory(settings)
 add_subdirectory(logger)
 add_subdirectory(ChatView)
 add_subdirectory(context)
-if(GTest_FOUND)
-  add_subdirectory(test)
-endif()
 
 add_qtc_plugin(QodeAssist
   PLUGIN_DEPENDS
@@ -66,33 +43,26 @@ add_qtc_plugin(QodeAssist
     LLMClientInterface.hpp LLMClientInterface.cpp
     templates/Templates.hpp
     templates/CodeLlamaFim.hpp
-    templates/Ollama.hpp
-    templates/Claude.hpp
-    templates/OpenAI.hpp
-    templates/MistralAI.hpp
     templates/StarCoder2Fim.hpp
-    # templates/DeepSeekCoderFim.hpp
-    # templates/CustomFimTemplate.hpp
+    templates/DeepSeekCoderFim.hpp
+    templates/CustomFimTemplate.hpp
     templates/Qwen.hpp
-    templates/OpenAICompatible.hpp
+    templates/Ollama.hpp
+    templates/BasicChat.hpp
     templates/Llama3.hpp
     templates/ChatML.hpp
     templates/Alpaca.hpp
     templates/Llama2.hpp
+    templates/Claude.hpp
+    templates/OpenAI.hpp
     templates/CodeLlamaQMLFim.hpp
-    templates/GoogleAI.hpp
-    templates/LlamaCppFim.hpp
     providers/Providers.hpp
     providers/OllamaProvider.hpp providers/OllamaProvider.cpp
-    providers/ClaudeProvider.hpp providers/ClaudeProvider.cpp
-    providers/OpenAIProvider.hpp providers/OpenAIProvider.cpp
-    providers/MistralAIProvider.hpp providers/MistralAIProvider.cpp
     providers/LMStudioProvider.hpp providers/LMStudioProvider.cpp
     providers/OpenAICompatProvider.hpp providers/OpenAICompatProvider.cpp
     providers/OpenRouterAIProvider.hpp providers/OpenRouterAIProvider.cpp
-    providers/GoogleAIProvider.hpp providers/GoogleAIProvider.cpp
-    providers/LlamaCppProvider.hpp providers/LlamaCppProvider.cpp
-    providers/CodestralProvider.hpp providers/CodestralProvider.cpp
+    providers/ClaudeProvider.hpp providers/ClaudeProvider.cpp
+    providers/OpenAIProvider.hpp providers/OpenAIProvider.cpp
     QodeAssist.qrc
     LSPCompletion.hpp
     LLMSuggestion.hpp LLMSuggestion.cpp
@@ -102,27 +72,4 @@ add_qtc_plugin(QodeAssist
     ConfigurationManager.hpp ConfigurationManager.cpp
     CodeHandler.hpp CodeHandler.cpp
     UpdateStatusWidget.hpp UpdateStatusWidget.cpp
-    widgets/CompletionProgressHandler.hpp widgets/CompletionProgressHandler.cpp
-    widgets/ProgressWidget.hpp widgets/ProgressWidget.cpp
-    widgets/EditorChatButton.hpp widgets/EditorChatButton.cpp
-    widgets/EditorChatButtonHandler.hpp widgets/EditorChatButtonHandler.cpp
-    widgets/QuickRefactorDialog.hpp widgets/QuickRefactorDialog.cpp
-    QuickRefactorHandler.hpp QuickRefactorHandler.cpp
 )
-
-get_target_property(QtCreatorCorePath QtCreator::Core LOCATION)
-find_program(QtCreatorExecutable
-  NAMES
-    qtcreator "Qt Creator"
-  PATHS
-    "${QtCreatorCorePath}/../../../bin"
-    "${QtCreatorCorePath}/../../../MacOS"
-  NO_DEFAULT_PATH
-)
-if (QtCreatorExecutable)
-  add_custom_target(RunQtCreator
-    COMMAND ${QtCreatorExecutable} -pluginpath $<TARGET_FILE_DIR:QodeAssist>
-    DEPENDS QodeAssist
-  )
-  set_target_properties(RunQtCreator PROPERTIES FOLDER "qtc_runnable")
-endif()

ChatView/CMakeLists.txt

@@ -17,7 +17,6 @@ qt_add_qml_module(QodeAssistChatView
     qml/parts/TopBar.qml
     qml/parts/BottomBar.qml
     qml/parts/AttachedFilesPlace.qml
-    qml/parts/ChatPreviewBar.qml
     RESOURCES
     icons/attach-file-light.svg
     icons/attach-file-dark.svg

ChatView/ChatModel.cpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -18,9 +18,9 @@
  */
 
 #include "ChatModel.hpp"
-#include <utils/aspects.h>
 #include <QtCore/qjsonobject.h>
 #include <QtQml>
+#include <utils/aspects.h>
 
 #include "ChatAssistantSettings.hpp"
 
@@ -31,8 +31,7 @@ ChatModel::ChatModel(QObject *parent)
 {
     auto &settings = Settings::chatAssistantSettings();
 
-    connect(
-        &settings.chatTokensThreshold,
+    connect(&settings.chatTokensThreshold,
             &Utils::BaseAspect::changed,
             this,
             &ChatModel::tokensThresholdChanged);
@@ -124,13 +123,11 @@ QList<MessagePart> ChatModel::processMessageContent(const QString &content) cons
     QRegularExpression codeBlockRegex("```(\\w*)\\n?([\\s\\S]*?)```");
     int lastIndex = 0;
     auto blockMatches = codeBlockRegex.globalMatch(content);
-    bool foundCodeBlock = blockMatches.hasNext();
 
     while (blockMatches.hasNext()) {
         auto match = blockMatches.next();
         if (match.capturedStart() > lastIndex) {
-            QString textBetween
-                = content.mid(lastIndex, match.capturedStart() - lastIndex).trimmed();
+            QString textBetween = content.mid(lastIndex, match.capturedStart() - lastIndex).trimmed();
             if (!textBetween.isEmpty()) {
                 parts.append({MessagePart::Text, textBetween, ""});
             }
@@ -141,19 +138,7 @@ QList<MessagePart> ChatModel::processMessageContent(const QString &content) cons
 
     if (lastIndex < content.length()) {
         QString remainingText = content.mid(lastIndex).trimmed();
-
-        QRegularExpression unclosedBlockRegex("```(\\w*)\\n?([\\s\\S]*)$");
-        auto unclosedMatch = unclosedBlockRegex.match(remainingText);
-
-        if (unclosedMatch.hasMatch()) {
-            QString beforeCodeBlock = remainingText.left(unclosedMatch.capturedStart()).trimmed();
-            if (!beforeCodeBlock.isEmpty()) {
-                parts.append({MessagePart::Text, beforeCodeBlock, ""});
-            }
-
-            parts.append(
-                {MessagePart::Code, unclosedMatch.captured(2).trimmed(), unclosedMatch.captured(1)});
-        } else if (!remainingText.isEmpty()) {
+        if (!remainingText.isEmpty()) {
             parts.append({MessagePart::Text, remainingText, ""});
         }
     }
@@ -210,16 +195,4 @@ QString ChatModel::lastMessageId() const
     return !m_messages.isEmpty() ? m_messages.last().id : "";
 }
 
-void ChatModel::resetModelTo(int index)
-{
-    if (index < 0 || index >= m_messages.size())
-        return;
-
-    if (index < m_messages.size()) {
-        beginRemoveRows(QModelIndex(), index, m_messages.size() - 1);
-        m_messages.remove(index, m_messages.size() - index);
-        endRemoveRows();
-    }
-}
-
 } // namespace QodeAssist::Chat

ChatView/ChatModel.hpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -73,8 +73,6 @@ public:
     QString currentModel() const;
     QString lastMessageId() const;
 
-    Q_INVOKABLE void resetModelTo(int index);
-
 signals:
     void tokensThresholdChanged();
     void modelReseted();

ChatView/ChatRootView.cpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -29,6 +29,7 @@
 #include <projectexplorer/project.h>
 #include <projectexplorer/projectexplorer.h>
 #include <projectexplorer/projectmanager.h>
+#include <projectexplorer/projecttree.h>
 #include <utils/theme/theme.h>
 #include <utils/utilsicons.h>
 
@@ -38,6 +39,8 @@
 #include "Logger.hpp"
 #include "ProjectSettings.hpp"
 #include "context/ContextManager.hpp"
+#include "context/FileChunker.hpp"
+#include "context/RAGManager.hpp"
 #include "context/TokenUtils.hpp"
 
 namespace QodeAssist::Chat {
@@ -45,20 +48,21 @@ namespace QodeAssist::Chat {
 ChatRootView::ChatRootView(QQuickItem *parent)
     : QQuickItem(parent)
     , m_chatModel(new ChatModel(this))
-    , m_promptProvider(LLMCore::PromptTemplateManager::instance())
-    , m_clientInterface(new ClientInterface(m_chatModel, &m_promptProvider, this))
+    , m_clientInterface(new ClientInterface(m_chatModel, this))
 {
     m_isSyncOpenFiles = Settings::chatAssistantSettings().linkOpenFiles();
-    connect(
-        &Settings::chatAssistantSettings().linkOpenFiles,
-        &Utils::BaseAspect::changed,
+    connect(&Settings::chatAssistantSettings().linkOpenFiles, &Utils::BaseAspect::changed,
             this,
-        [this]() { setIsSyncOpenFiles(Settings::chatAssistantSettings().linkOpenFiles()); });
+            [this](){
+                setIsSyncOpenFiles(Settings::chatAssistantSettings().linkOpenFiles());
+            });
 
     auto &settings = Settings::generalSettings();
 
-    connect(
-        &settings.caModel, &Utils::BaseAspect::changed, this, &ChatRootView::currentTemplateChanged);
+    connect(&settings.caModel,
+            &Utils::BaseAspect::changed,
+            this,
+            &ChatRootView::currentTemplateChanged);
 
     connect(
         m_clientInterface,
@@ -75,16 +79,10 @@ ChatRootView::ChatRootView(QQuickItem *parent)
     connect(m_chatModel, &ChatModel::modelReseted, this, [this]() { setRecentFilePath(QString{}); });
     connect(this, &ChatRootView::attachmentFilesChanged, &ChatRootView::updateInputTokensCount);
     connect(this, &ChatRootView::linkedFilesChanged, &ChatRootView::updateInputTokensCount);
-    connect(
-        &Settings::chatAssistantSettings().useSystemPrompt,
-        &Utils::BaseAspect::changed,
-        this,
-        &ChatRootView::updateInputTokensCount);
-    connect(
-        &Settings::chatAssistantSettings().systemPrompt,
-        &Utils::BaseAspect::changed,
-        this,
-        &ChatRootView::updateInputTokensCount);
+    connect(&Settings::chatAssistantSettings().useSystemPrompt, &Utils::BaseAspect::changed,
+            this, &ChatRootView::updateInputTokensCount);
+    connect(&Settings::chatAssistantSettings().systemPrompt, &Utils::BaseAspect::changed,
+            this, &ChatRootView::updateInputTokensCount);
 
     auto editors = Core::EditorManager::instance();
 
@@ -165,10 +163,9 @@ QString ChatRootView::getChatsHistoryDir() const
 
     if (auto project = ProjectExplorer::ProjectManager::startupProject()) {
         Settings::ProjectSettings projectSettings(project);
-        path = projectSettings.chatHistoryPath().toFSPathString();
+        path = projectSettings.chatHistoryPath().toString();
     } else {
-        path = QString("%1/qodeassist/chat_history")
-                   .arg(Core::ICore::userResourcePath().toFSPathString());
+        path = QString("%1/qodeassist/chat_history").arg(Core::ICore::userResourcePath().toString());
     }
 
     QDir dir(path);
@@ -352,7 +349,7 @@ void ChatRootView::showAttachFilesDialog()
     dialog.setFileMode(QFileDialog::ExistingFiles);
 
     if (auto project = ProjectExplorer::ProjectManager::startupProject()) {
-        dialog.setDirectory(project->projectDirectory().toFSPathString());
+        dialog.setDirectory(project->projectDirectory().toString());
     }
 
     if (dialog.exec() == QDialog::Accepted) {
@@ -386,7 +383,7 @@ void ChatRootView::showLinkFilesDialog()
     dialog.setFileMode(QFileDialog::ExistingFiles);
 
     if (auto project = ProjectExplorer::ProjectManager::startupProject()) {
-        dialog.setDirectory(project->projectDirectory().toFSPathString());
+        dialog.setDirectory(project->projectDirectory().toString());
     }
 
     if (dialog.exec() == QDialog::Accepted) {
@@ -439,10 +436,9 @@ void ChatRootView::openChatHistoryFolder()
     QString path;
     if (auto project = ProjectExplorer::ProjectManager::startupProject()) {
         Settings::ProjectSettings projectSettings(project);
-        path = projectSettings.chatHistoryPath().toFSPathString();
+        path = projectSettings.chatHistoryPath().toString();
     } else {
-        path = QString("%1/qodeassist/chat_history")
-                   .arg(Core::ICore::userResourcePath().toFSPathString());
+        path = QString("%1/qodeassist/chat_history").arg(Core::ICore::userResourcePath().toString());
     }
 
     QDir dir(path);
@@ -454,6 +450,69 @@ void ChatRootView::openChatHistoryFolder()
     QDesktopServices::openUrl(url);
 }
 
+// ChatRootView.cpp
+
+void ChatRootView::testRAG(const QString &message)
+{
+    auto project = ProjectExplorer::ProjectTree::currentProject();
+    if (!project) {
+        qDebug() << "No active project found";
+        return;
+    }
+
+    const QString TEST_QUERY = message;
+
+    qDebug() << "Starting RAG test with query:";
+    qDebug() << TEST_QUERY;
+    qDebug() << "\nFirst, processing project files...";
+
+    auto files = Context::ContextManager::instance().getProjectSourceFiles(project);
+    // Было: auto future = Context::RAGManager::instance().processFiles(project, files);
+    // Стало:
+    auto future = Context::RAGManager::instance().processProjectFiles(project, files);
+
+    connect(
+        &Context::RAGManager::instance(),
+        &Context::RAGManager::vectorizationProgress,
+        this,
+        [](int processed, int total) {
+            qDebug() << QString("Vectorization progress: %1 of %2 files").arg(processed).arg(total);
+        });
+
+    connect(
+        &Context::RAGManager::instance(),
+        &Context::RAGManager::vectorizationFinished,
+        this,
+        [this, project, TEST_QUERY]() {
+            qDebug() << "\nVectorization completed. Starting similarity search...\n";
+            // Было: Context::RAGManager::instance().searchSimilarDocuments(TEST_QUERY, project, 5);
+            // Стало:
+            auto future = Context::RAGManager::instance().findRelevantChunks(TEST_QUERY, project, 5);
+            future.then([](const QList<Context::RAGManager::ChunkSearchResult> &results) {
+                qDebug() << "Found" << results.size() << "relevant chunks:";
+                for (const auto &result : results) {
+                    qDebug() << "File:" << result.filePath;
+                    qDebug() << "Lines:" << result.startLine << "-" << result.endLine;
+                    qDebug() << "Score:" << result.combinedScore;
+                    qDebug() << "Content:" << result.content;
+                    qDebug() << "---";
+                }
+            });
+        });
+}
+
+void ChatRootView::testChunking()
+{
+    auto project = ProjectExplorer::ProjectTree::currentProject();
+    if (!project) {
+        qDebug() << "No active project found";
+        return;
+    }
+
+    Context::FileChunker::ChunkingConfig config;
+    Context::ContextManager::instance().testProjectChunks(project, config);
+}
+
 void ChatRootView::updateInputTokensCount()
 {
     int inputTokens = m_messageTokensCount;
@@ -464,12 +523,12 @@ void ChatRootView::updateInputTokensCount()
     }
 
     if (!m_attachmentFiles.isEmpty()) {
-        auto attachFiles = m_clientInterface->contextManager()->getContentFiles(m_attachmentFiles);
+        auto attachFiles = Context::ContextManager::instance().getContentFiles(m_attachmentFiles);
         inputTokens += Context::TokenUtils::estimateFilesTokens(attachFiles);
     }
 
     if (!m_linkedFiles.isEmpty()) {
-        auto linkFiles = m_clientInterface->contextManager()->getContentFiles(m_linkedFiles);
+        auto linkFiles = Context::ContextManager::instance().getContentFiles(m_linkedFiles);
         inputTokens += Context::TokenUtils::estimateFilesTokens(linkFiles);
     }
 
@@ -496,7 +555,7 @@ bool ChatRootView::isSyncOpenFiles() const
 void ChatRootView::onEditorAboutToClose(Core::IEditor *editor)
 {
     if (auto document = editor->document(); document && isSyncOpenFiles()) {
-        QString filePath = document->filePath().toFSPathString();
+        QString filePath = document->filePath().toString();
         m_linkedFiles.removeOne(filePath);
         emit linkedFilesChanged();
     }
@@ -509,8 +568,8 @@ void ChatRootView::onEditorAboutToClose(Core::IEditor *editor)
 void ChatRootView::onAppendLinkFileFromEditor(Core::IEditor *editor)
 {
     if (auto document = editor->document(); document && isSyncOpenFiles()) {
-        QString filePath = document->filePath().toFSPathString();
-        if (!m_linkedFiles.contains(filePath) && !shouldIgnoreFileForAttach(document->filePath())) {
+        QString filePath = document->filePath().toString();
+        if (!m_linkedFiles.contains(filePath)) {
             m_linkedFiles.append(filePath);
             emit linkedFilesChanged();
         }
@@ -537,19 +596,4 @@ void ChatRootView::setRecentFilePath(const QString &filePath)
     }
 }
 
-bool ChatRootView::shouldIgnoreFileForAttach(const Utils::FilePath &filePath)
-{
-    auto project = ProjectExplorer::ProjectManager::projectForFile(filePath);
-    if (project
-        && m_clientInterface->contextManager()
-               ->ignoreManager()
-               ->shouldIgnore(filePath.toFSPathString(), project)) {
-        LOG_MESSAGE(QString("Ignoring file for attachment due to .qodeassistignore: %1")
-                        .arg(filePath.toFSPathString()));
-        return true;
-    }
-
-    return false;
-}
-
 } // namespace QodeAssist::Chat

ChatView/ChatRootView.hpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -23,7 +23,6 @@
 
 #include "ChatModel.hpp"
 #include "ClientInterface.hpp"
-#include "llmcore/PromptProviderChat.hpp"
 #include <coreplugin/editormanager/editormanager.h>
 
 namespace QodeAssist::Chat {
@@ -66,6 +65,8 @@ public:
     Q_INVOKABLE void calculateMessageTokensCount(const QString &message);
     Q_INVOKABLE void setIsSyncOpenFiles(bool state);
     Q_INVOKABLE void openChatHistoryFolder();
+    Q_INVOKABLE void testRAG(const QString &message);
+    Q_INVOKABLE void testChunking();
 
     Q_INVOKABLE void updateInputTokensCount();
     int inputTokensCount() const;
@@ -78,7 +79,6 @@ public:
 
     QString chatFileName() const;
     void setRecentFilePath(const QString &filePath);
-    bool shouldIgnoreFileForAttach(const Utils::FilePath &filePath);
 
 public slots:
     void sendMessage(const QString &message);
@@ -101,7 +101,6 @@ private:
     QString getSuggestedFileName() const;
 
     ChatModel *m_chatModel;
-    LLMCore::PromptProviderChat m_promptProvider;
     ClientInterface *m_clientInterface;
     QString m_currentTemplate;
     QString m_recentFilePath;

ChatView/ChatSerializer.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

ChatView/ChatSerializer.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

ChatView/ChatUtils.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

ChatView/ChatUtils.h

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

ChatView/ChatWidget.cpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -40,4 +40,4 @@ void ChatWidget::scrollToBottom()
 {
     QMetaObject::invokeMethod(rootObject(), "scrollToBottom");
 }
-} // namespace QodeAssist::Chat
+}

ChatView/ChatWidget.hpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -38,4 +38,4 @@ signals:
     void clearPressed();
 };
 
-} // namespace QodeAssist::Chat
+}

ChatView/ClientInterface.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -19,11 +19,11 @@
 
 #include "ClientInterface.hpp"
 
-#include <texteditor/textdocument.h>
 #include <QFileInfo>
 #include <QJsonArray>
 #include <QJsonDocument>
 #include <QUuid>
+#include <texteditor/textdocument.h>
 
 #include <coreplugin/editormanager/editormanager.h>
 #include <coreplugin/editormanager/ieditor.h>
@@ -33,30 +33,27 @@
 #include <texteditor/texteditor.h>
 
 #include "ChatAssistantSettings.hpp"
+#include "ContextManager.hpp"
 #include "GeneralSettings.hpp"
 #include "Logger.hpp"
+#include "PromptTemplateManager.hpp"
 #include "ProvidersManager.hpp"
 
 namespace QodeAssist::Chat {
 
-ClientInterface::ClientInterface(
-    ChatModel *chatModel, LLMCore::IPromptProvider *promptProvider, QObject *parent)
+ClientInterface::ClientInterface(ChatModel *chatModel, QObject *parent)
     : QObject(parent)
     , m_requestHandler(new LLMCore::RequestHandler(this))
     , m_chatModel(chatModel)
-    , m_promptProvider(promptProvider)
-    , m_contextManager(new Context::ContextManager(this))
 {
-    connect(
-        m_requestHandler,
+    connect(m_requestHandler,
             &LLMCore::RequestHandler::completionReceived,
             this,
             [this](const QString &completion, const QJsonObject &request, bool isComplete) {
                 handleLLMResponse(completion, request, isComplete);
             });
 
-    connect(
-        m_requestHandler,
+    connect(m_requestHandler,
             &LLMCore::RequestHandler::requestFinished,
             this,
             [this](const QString &, bool success, const QString &errorString) {
@@ -73,7 +70,7 @@ void ClientInterface::sendMessage(
 {
     cancelRequest();
 
-    auto attachFiles = m_contextManager->getContentFiles(attachments);
+    auto attachFiles = Context::ContextManager::instance().getContentFiles(attachments);
     m_chatModel->addMessage(message, ChatModel::ChatRole::User, "", attachFiles);
 
     auto &chatAssistantSettings = Settings::chatAssistantSettings();
@@ -87,7 +84,8 @@ void ClientInterface::sendMessage(
     }
 
     auto templateName = Settings::generalSettings().caTemplate();
-    auto promptTemplate = m_promptProvider->getTemplateByName(templateName);
+    auto promptTemplate = LLMCore::PromptTemplateManager::instance().getChatTemplateByName(
+        templateName);
 
     if (!promptTemplate) {
         LOG_MESSAGE(QString("No template found with name: %1").arg(templateName));
@@ -95,47 +93,51 @@ void ClientInterface::sendMessage(
     }
 
     LLMCore::ContextData context;
+    context.prefix = message;
+    context.suffix = "";
+
+    QString systemPrompt;
+    if (chatAssistantSettings.useSystemPrompt())
+        systemPrompt = chatAssistantSettings.systemPrompt();
 
-    if (chatAssistantSettings.useSystemPrompt()) {
-        QString systemPrompt = chatAssistantSettings.systemPrompt();
     if (!linkedFiles.isEmpty()) {
         systemPrompt = getSystemPromptWithLinkedFiles(systemPrompt, linkedFiles);
     }
-        context.systemPrompt = systemPrompt;
-    }
 
-    QVector<LLMCore::Message> messages;
-    for (const auto &msg : m_chatModel->getChatHistory()) {
-        messages.append({msg.role == ChatModel::ChatRole::User ? "user" : "assistant", msg.content});
-    }
-    context.history = messages;
+    QJsonObject providerRequest;
+    providerRequest["model"] = Settings::generalSettings().caModel();
+    providerRequest["stream"] = chatAssistantSettings.stream();
+    providerRequest["messages"] = m_chatModel->prepareMessagesForRequest(systemPrompt);
+
+    if (promptTemplate)
+        promptTemplate->prepareRequest(providerRequest, context);
+    else
+        qWarning("No prompt template found");
+
+    if (provider)
+        provider->prepareRequest(providerRequest, LLMCore::RequestType::Chat);
+    else
+        qWarning("No provider found");
 
     LLMCore::LLMConfig config;
     config.requestType = LLMCore::RequestType::Chat;
     config.provider = provider;
     config.promptTemplate = promptTemplate;
-    if (provider->providerID() == LLMCore::ProviderID::GoogleAI) {
-        QString stream = chatAssistantSettings.stream() ? QString{"streamGenerateContent?alt=sse"}
-                                                        : QString{"generateContent?"};
-        config.url = QUrl(QString("%1/models/%2:%3")
-                              .arg(
-                                  Settings::generalSettings().caUrl(),
-                                  Settings::generalSettings().caModel(),
-                                  stream));
-    } else {
-        config.url
-            = QString("%1%2").arg(Settings::generalSettings().caUrl(), provider->chatEndpoint());
-        config.providerRequest
-            = {{"model", Settings::generalSettings().caModel()},
-               {"stream", chatAssistantSettings.stream()}};
-    }
-
+    config.url = QString("%1%2").arg(Settings::generalSettings().caUrl(), provider->chatEndpoint());
+    config.providerRequest = providerRequest;
+    config.multiLineCompletion = false;
     config.apiKey = provider->apiKey();
 
-    config.provider
-        ->prepareRequest(config.providerRequest, promptTemplate, context, LLMCore::RequestType::Chat);
+    QJsonObject request;
+    request["id"] = QUuid::createUuid().toString();
+
+    auto errors = config.provider->validateRequest(config.providerRequest, promptTemplate->type());
+    if (!errors.isEmpty()) {
+        LOG_MESSAGE("Validate errors for chat request:");
+        LOG_MESSAGES(errors);
+        return;
+    }
 
-    QJsonObject request{{"id", QUuid::createUuid().toString()}};
     m_requestHandler->sendLLMRequest(config, request);
 }
 
@@ -151,8 +153,9 @@ void ClientInterface::cancelRequest()
     m_requestHandler->cancelRequest(id);
 }
 
-void ClientInterface::handleLLMResponse(
-    const QString &response, const QJsonObject &request, bool isComplete)
+void ClientInterface::handleLLMResponse(const QString &response,
+                                        const QJsonObject &request,
+                                        bool isComplete)
 {
     const auto message = response.trimmed();
 
@@ -183,35 +186,30 @@ QString ClientInterface::getCurrentFileContext() const
     }
 
     QString fileInfo = QString("Language: %1\nFile: %2\n\n")
-                           .arg(textDocument->mimeType(), textDocument->filePath().toFSPathString());
+                           .arg(textDocument->mimeType(), textDocument->filePath().toString());
 
     QString content = textDocument->document()->toPlainText();
 
-    LOG_MESSAGE(QString("Got context from file: %1").arg(textDocument->filePath().toFSPathString()));
+    LOG_MESSAGE(QString("Got context from file: %1").arg(textDocument->filePath().toString()));
 
     return QString("Current file context:\n%1\nFile content:\n%2").arg(fileInfo, content);
 }
 
-QString ClientInterface::getSystemPromptWithLinkedFiles(
-    const QString &basePrompt, const QList<QString> &linkedFiles) const
+QString ClientInterface::getSystemPromptWithLinkedFiles(const QString &basePrompt, const QList<QString> &linkedFiles) const
 {
     QString updatedPrompt = basePrompt;
 
     if (!linkedFiles.isEmpty()) {
         updatedPrompt += "\n\nLinked files for reference:\n";
 
-        auto contentFiles = m_contextManager->getContentFiles(linkedFiles);
+        auto contentFiles = Context::ContextManager::instance().getContentFiles(linkedFiles);
         for (const auto &file : contentFiles) {
-            updatedPrompt += QString("\nFile: %1\nContent:\n%2\n").arg(file.filename, file.content);
+            updatedPrompt += QString("\nFile: %1\nContent:\n%2\n")
+            .arg(file.filename, file.content);
         }
     }
 
     return updatedPrompt;
 }
 
-Context::ContextManager *ClientInterface::contextManager() const
-{
-    return m_contextManager;
-}
-
 } // namespace QodeAssist::Chat

ChatView/ClientInterface.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -25,8 +25,6 @@
 
 #include "ChatModel.hpp"
 #include "RequestHandler.hpp"
-#include "llmcore/IPromptProvider.hpp"
-#include <context/ContextManager.hpp>
 
 namespace QodeAssist::Chat {
 
@@ -35,8 +33,7 @@ class ClientInterface : public QObject
     Q_OBJECT
 
 public:
-    explicit ClientInterface(
-        ChatModel *chatModel, LLMCore::IPromptProvider *promptProvider, QObject *parent = nullptr);
+    explicit ClientInterface(ChatModel *chatModel, QObject *parent = nullptr);
     ~ClientInterface();
 
     void sendMessage(
@@ -46,8 +43,6 @@ public:
     void clearMessages();
     void cancelRequest();
 
-    Context::ContextManager *contextManager() const;
-
 signals:
     void errorOccurred(const QString &error);
     void messageReceivedCompletely();
@@ -56,12 +51,11 @@ private:
     void handleLLMResponse(const QString &response, const QJsonObject &request, bool isComplete);
     QString getCurrentFileContext() const;
     QString getSystemPromptWithLinkedFiles(
-        const QString &basePrompt, const QList<QString> &linkedFiles) const;
+        const QString &basePrompt,
+        const QList<QString> &linkedFiles) const;
 
-    LLMCore::IPromptProvider *m_promptProvider = nullptr;
-    ChatModel *m_chatModel;
     LLMCore::RequestHandler *m_requestHandler;
-    Context::ContextManager *m_contextManager;
+    ChatModel *m_chatModel;
 };
 
 } // namespace QodeAssist::Chat

ChatView/MessagePart.hpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

ChatView/qml/Badge.qml

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

ChatView/qml/ChatItem.qml

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -27,25 +27,14 @@ Rectangle {
 
     property alias msgModel: msgCreator.model
     property alias messageAttachments: attachmentsModel.model
-    property bool isUserMessage: false
-    property int messageIndex: -1
-
-    signal resetChatToMessage(int index)
 
     height: msgColumn.implicitHeight + 10
     radius: 8
-    color: isUserMessage ? palette.alternateBase
-                         : palette.base
-
-    HoverHandler {
-        id: mouse
-    }
 
     ColumnLayout {
         id: msgColumn
 
-        x: 5
-        width: parent.width - x
+        width: parent.width
         anchors.verticalCenter: parent.verticalCenter
         spacing: 5
 
@@ -124,32 +113,6 @@ Rectangle {
         }
     }
 
-    Rectangle {
-        id: userMessageMarker
-
-        anchors.verticalCenter: parent.verticalCenter
-        width: 3
-        height: root.height - root.radius
-        color: "#92BD6C"
-        radius: root.radius
-        visible: root.isUserMessage
-    }
-
-    QoAButton {
-        id: stopButtonId
-
-        anchors {
-            right: parent.right
-            top: parent.top
-        }
-
-        text: qsTr("ResetTo")
-        visible: root.isUserMessage && mouse.hovered
-        onClicked: function() {
-            root.resetChatToMessage(root.messageIndex)
-        }
-    }
-
     component TextComponent : TextBlock {
         required property var itemData
         height: implicitHeight + 10

ChatView/qml/RootItem.qml

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -76,10 +76,6 @@ ChatRootView {
                 text: qsTr("Latest chat file name: %1").arg(root.chatFileName.length > 0 ? root.chatFileName : "Unsaved")
             }
             openChatHistory.onClicked: root.openChatHistoryFolder()
-            expandScrollbar {
-                text: scroll.isPreviewMode ? "»" : "«"
-                onClicked: scroll.isPreviewMode = !scroll.isPreviewMode
-            }
         }
 
         ListView {
@@ -96,19 +92,12 @@ ChatRootView {
 
             delegate: ChatItem {
                 required property var model
-                required property int index
 
                 width: ListView.view.width - scroll.width
                 msgModel: root.chatModel.processMessageContent(model.content)
                 messageAttachments: model.attachments
-                isUserMessage: model.roleType === ChatModel.User
-                messageIndex: index
-
-                onResetChatToMessage: function(index) {
-                    messageInput.text = model.content
-                    messageInput.cursorPosition = model.content.length
-                    root.chatModel.resetModelTo(index)
-                }
+                color: model.roleType === ChatModel.User ? palette.alternateBase
+                                                         : palette.base
             }
 
             header: Item {
@@ -118,50 +107,6 @@ ChatRootView {
 
             ScrollBar.vertical: QQC.ScrollBar {
                 id: scroll
-
-                property bool isPreviewMode: false
-                readonly property int previewWidth: 30
-
-                implicitWidth: isPreviewMode ? scroll.previewWidth : 16
-
-                contentItem: Rectangle {
-                    implicitWidth: scroll.isPreviewMode ? scroll.previewWidth : 6
-                    implicitHeight: 100
-                    radius: 3
-                    color: scroll.pressed ? palette.dark :
-                                            scroll.hovered ? palette.mid :
-                                                             palette.button
-
-                    Behavior on implicitWidth {
-                        NumberAnimation { duration: 150 }
-                    }
-                }
-
-                background: Rectangle {
-                    color: scroll.isPreviewMode ? "transparent" :
-                                                  palette.window.hslLightness > 0.5 ?
-                                                      Qt.darker(palette.window, 1.1) :
-                                                      Qt.lighter(palette.window, 1.1)
-                    radius: 3
-                }
-
-                ChatPreviewBar {
-                    anchors.fill: parent
-                    targetView: chatListView
-                    visible: parent.isPreviewMode
-                    opacity: parent.isPreviewMode ? 1 : 0
-
-                    Behavior on opacity {
-                        NumberAnimation { duration: 150 }
-                    }
-                }
-
-                Behavior on implicitWidth {
-                    NumberAnimation {
-                        duration: 150
-                        easing.type: Easing.InOutQuad
-                    }
-                }
             }
 
             onCountChanged: {
@@ -253,6 +198,8 @@ ChatRootView {
             }
             attachFiles.onClicked: root.showAttachFilesDialog()
             linkFiles.onClicked: root.showLinkFilesDialog()
+            testRag.onClicked: root.testRAG(messageInput.text)
+            testChunks.onClicked: root.testChunking()
         }
     }
 

ChatView/qml/controls/QoAButton.qml

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

ChatView/qml/dialog/CodeBlock.qml

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

ChatView/qml/dialog/TextBlock.qml

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

ChatView/qml/parts/AttachedFilesPlace.qml

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

ChatView/qml/parts/BottomBar.qml

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -30,6 +30,8 @@ Rectangle {
     property alias syncOpenFiles: syncOpenFilesId
     property alias attachFiles: attachFilesId
     property alias linkFiles: linkFilesId
+    property alias testRag: testRagId
+    property alias testChunks: testChunksId
 
     color: palette.window.hslLightness > 0.5 ?
                Qt.darker(palette.window, 1.1) :
@@ -91,6 +93,18 @@ Rectangle {
             ToolTip.text: qsTr("Automatically synchronize currently opened files with the model context")
         }
 
+        QoAButton {
+            id: testRagId
+
+            text: qsTr("Test RAG")
+        }
+
+        QoAButton {
+            id: testChunksId
+
+            text: qsTr("Test Chunks")
+        }
+
         Item {
             Layout.fillWidth: true
         }

ChatView/qml/parts/ChatPreviewBar.qml

@@ -1,135 +0,0 @@
-/*
- * Copyright (C) 2025 Petr Mironychev
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-import QtQuick
-import QtQuick.Controls
-
-Rectangle {
-    id: root
-
-    property ListView targetView: null
-    property int previewWidth: 50
-    property color userMessageColor: "#92BD6C"
-    property color assistantMessageColor: palette.button
-
-    width: previewWidth
-    color: palette.window.hslLightness > 0.5 ?
-           Qt.darker(palette.window, 1.1) :
-           Qt.lighter(palette.window, 1.1)
-
-    Behavior on opacity {
-        NumberAnimation {
-            duration: 150
-            easing.type: Easing.InOutQuad
-        }
-    }
-
-    Column {
-        id: previewContainer
-        anchors.fill: parent
-        anchors.margins: 2
-        spacing: 2
-
-        Repeater {
-            model: targetView ? targetView.model : null
-
-            Rectangle {
-                required property int index
-                required property var model
-
-                width: parent.width
-                height: {
-                    if (!targetView || !targetView.count) return 0
-                    const availableHeight = root.height - ((targetView.count - 1) * previewContainer.spacing)
-                    return availableHeight / targetView.count
-                }
-
-                radius: 4
-                color: model.roleType === ChatModel.User ?
-                       userMessageColor :
-                       assistantMessageColor
-
-                opacity: root.opacity
-                transform: Translate {
-                    x: root.opacity * 50 - 50
-                }
-
-                Behavior on transform {
-                    NumberAnimation {
-                        duration: 150
-                        easing.type: Easing.InOutQuad
-                    }
-                }
-
-                MouseArea {
-                    anchors.fill: parent
-                    onClicked: {
-                        if (targetView) {
-                            targetView.positionViewAtIndex(index, ListView.Center)
-                        }
-                    }
-
-                    HoverHandler {
-                        id: hover
-                    }
-                }
-
-                Rectangle {
-                    anchors.fill: parent
-                    color: palette.highlight
-                    opacity: hover.hovered ? 0.2 : 0
-                    radius: parent.radius
-
-                    Behavior on opacity {
-                        NumberAnimation { duration: 150 }
-                    }
-                }
-
-                Rectangle {
-                    anchors.fill: parent
-                    color: palette.highlight
-                    opacity: {
-                        if (!targetView) return 0
-                        const viewY = targetView.contentY
-                        const viewHeight = targetView.height
-                        const totalHeight = targetView.contentHeight
-                        const itemPosition = index / targetView.count * totalHeight
-                        const itemHeight = totalHeight / targetView.count
-
-                        return (itemPosition + itemHeight > viewY &&
-                                itemPosition < viewY + viewHeight) ? 0.2 : 0
-                    }
-                    radius: parent.radius
-
-                    Behavior on opacity {
-                        NumberAnimation { duration: 150 }
-                    }
-                }
-
-                ToolTip.visible: hover.hovered
-                ToolTip.text: {
-                    const maxPreviewLength = 100
-                    return model.content.length > maxPreviewLength ?
-                           model.content.substring(0, maxPreviewLength) + "..." :
-                           model.content
-                }
-            }
-        }
-    }
-}

ChatView/qml/parts/TopBar.qml

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -30,7 +30,6 @@ Rectangle {
     property alias tokensBadge: tokensBadgeId
     property alias recentPath: recentPathId
     property alias openChatHistory: openChatHistoryId
-    property alias expandScrollbar: expandScrollbarId
 
     color: palette.window.hslLightness > 0.5 ?
                Qt.darker(palette.window, 1.1) :
@@ -85,12 +84,5 @@ Rectangle {
         Badge {
             id: tokensBadgeId
         }
-
-        QoAButton {
-            id: expandScrollbarId
-
-            width: 16
-            height: 16
-        }
     }
 }

CodeHandler.cpp

@@ -1,6 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
- * Copyright (C) 2025 Povilas Kanapickas  <povilas@radix.lt>
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -19,131 +18,29 @@
  */
 
 #include "CodeHandler.hpp"
-#include <settings/CodeCompletionSettings.hpp>
-#include <QFileInfo>
 #include <QHash>
 
 namespace QodeAssist {
 
-struct LanguageProperties
-{
-    QString name;
-    QString commentStyle;
-    QVector<QString> namesFromModel;
-    QVector<QString> fileExtensions;
-};
-
-const QVector<LanguageProperties> customLanguagesFromSettings()
-{
-    QVector<LanguageProperties> customLanguages;
-
-    const QStringList customLanguagesList = Settings::codeCompletionSettings().customLanguages();
-    for (const QString &entry : customLanguagesList) {
-        if (entry.trimmed().isEmpty()) {
-            continue;
-        }
-
-        QStringList parts = entry.split(',');
-        if (parts.size() < 4) {
-            continue;
-        }
-
-        QString name = parts[0].trimmed();
-        QString commentStyle = parts[1].trimmed();
-        QStringList modelNamesList = parts[2].trimmed().split(' ', Qt::SkipEmptyParts);
-        QStringList extensionsList = parts[3].trimmed().split(' ', Qt::SkipEmptyParts);
-
-        if (!name.isEmpty() && !commentStyle.isEmpty() && !modelNamesList.isEmpty()
-            && !extensionsList.isEmpty()) {
-            QVector<QString> modelNames;
-            for (const auto &modelName : modelNamesList) {
-                modelNames.append(modelName);
-            }
-
-            QVector<QString> extensions;
-            for (const auto &ext : extensionsList) {
-                extensions.append(ext);
-            }
-
-            customLanguages.append({name, commentStyle, modelNames, extensions});
-        }
-    }
-
-    return customLanguages;
-}
-const QVector<LanguageProperties> &getKnownLanguages()
-{
-    static QVector<LanguageProperties> knownLanguages = {
-        {"python", "#", {"python", "py"}, {"py"}},
-        {"lua", "--", {"lua"}, {"lua"}},
-        {"js", "//", {"js", "javascript"}, {"js", "jsx"}},
-        {"ts", "//", {"ts", "typescript"}, {"ts", "tsx"}},
-        {"c-like", "//", {"c", "c++", "cpp"}, {"c", "h", "cpp", "hpp"}},
-        {"java", "//", {"java"}, {"java"}},
-        {"c#", "//", {"cs", "csharp"}, {"cs"}},
-        {"php", "//", {"php"}, {"php"}},
-        {"ruby", "#", {"rb", "ruby"}, {"rb"}},
-        {"go", "//", {"go"}, {"go"}},
-        {"swift", "//", {"swift"}, {"swift"}},
-        {"kotlin", "//", {"kt", "kotlin"}, {"kt", "kotlin"}},
-        {"scala", "//", {"scala"}, {"scala"}},
-        {"r", "#", {"r"}, {"r"}},
-        {"shell", "#", {"shell", "bash", "sh"}, {"sh", "bash"}},
-        {"perl", "#", {"pl", "perl"}, {"pl"}},
-        {"hs", "--", {"hs", "haskell"}, {"hs"}},
-        {"qml", "//", {"qml"}, {"qml"}},
-    };
-
-    knownLanguages.append(customLanguagesFromSettings());
-
-    return knownLanguages;
-}
-
-static QHash<QString, QString> buildLanguageToCommentPrefixMap()
-{
-    QHash<QString, QString> result;
-    for (const auto &languageProps : getKnownLanguages()) {
-        result[languageProps.name] = languageProps.commentStyle;
-    }
-    return result;
-}
-
-static QHash<QString, QString> buildExtensionToLanguageMap()
-{
-    QHash<QString, QString> result;
-    for (const auto &languageProps : getKnownLanguages()) {
-        for (const auto &extension : languageProps.fileExtensions) {
-            result[extension] = languageProps.name;
-        }
-    }
-    return result;
-}
-
-static QHash<QString, QString> buildModelLanguageNameToLanguageMap()
-{
-    QHash<QString, QString> result;
-    for (const auto &languageProps : getKnownLanguages()) {
-        for (const auto &nameFromModel : languageProps.namesFromModel) {
-            result[nameFromModel] = languageProps.name;
-        }
-    }
-    return result;
-}
-
-QString CodeHandler::processText(QString text, QString currentFilePath)
+QString CodeHandler::processText(QString text)
 {
     QString result;
     QStringList lines = text.split('\n');
     bool inCodeBlock = false;
     QString pendingComments;
+    QString currentLanguage;
 
-    auto currentFileExtension = QFileInfo(currentFilePath).suffix();
-    auto currentLanguage = detectLanguageFromExtension(currentFileExtension);
-
-    auto addPendingCommentsIfAny = [&]() {
-        if (pendingComments.isEmpty()) {
-            return;
+    for (const QString &line : lines) {
+        if (line.trimmed().startsWith("```")) {
+            if (!inCodeBlock) {
+                currentLanguage = detectLanguage(line);
             }
+            inCodeBlock = !inCodeBlock;
+            continue;
+        }
+
+        if (inCodeBlock) {
+            if (!pendingComments.isEmpty()) {
                 QStringList commentLines = pendingComments.split('\n');
                 QString commentPrefix = getCommentPrefix(currentLanguage);
 
@@ -155,28 +52,7 @@ QString CodeHandler::processText(QString text, QString currentFilePath)
                     }
                 }
                 pendingComments.clear();
-    };
-
-    for (const QString &line : lines) {
-        if (line.trimmed().startsWith("```")) {
-            if (!inCodeBlock) {
-                auto lineLanguage = detectLanguageFromLine(line);
-                if (!lineLanguage.isEmpty()) {
-                    currentLanguage = lineLanguage;
             }
-
-                addPendingCommentsIfAny();
-
-                if (lineLanguage.isEmpty()) {
-                    // language not detected, so add direct output from model, if any
-                    result += line.trimmed().mid(3) + "\n"; // add the remainder of line after ```
-                }
-            }
-            inCodeBlock = !inCodeBlock;
-            continue;
-        }
-
-        if (inCodeBlock) {
             result += line + "\n";
         } else {
             QString trimmed = line.trimmed();
@@ -188,27 +64,45 @@ QString CodeHandler::processText(QString text, QString currentFilePath)
         }
     }
 
-    addPendingCommentsIfAny();
+    if (!pendingComments.isEmpty()) {
+        QStringList commentLines = pendingComments.split('\n');
+        QString commentPrefix = getCommentPrefix(currentLanguage);
+
+        for (const QString &commentLine : commentLines) {
+            if (!commentLine.trimmed().isEmpty()) {
+                result += commentPrefix + " " + commentLine.trimmed() + "\n";
+            } else {
+                result += "\n";
+            }
+        }
+    }
 
     return result;
 }
 
 QString CodeHandler::getCommentPrefix(const QString &language)
 {
-    static const auto commentPrefixes = buildLanguageToCommentPrefixMap();
-    return commentPrefixes.value(language, "//");
+    static const QHash<QString, QString> commentPrefixes
+        = {{"python", "#"},  {"py", "#"},          {"lua", "--"},   {"javascript", "//"},
+           {"js", "//"},     {"typescript", "//"}, {"ts", "//"},    {"cpp", "//"},
+           {"c++", "//"},    {"c", "//"},          {"java", "//"},  {"csharp", "//"},
+           {"cs", "//"},     {"php", "//"},        {"ruby", "#"},   {"rb", "#"},
+           {"rust", "//"},   {"rs", "//"},         {"go", "//"},    {"swift", "//"},
+           {"kotlin", "//"}, {"kt", "//"},         {"scala", "//"}, {"r", "#"},
+           {"shell", "#"},   {"bash", "#"},        {"sh", "#"},     {"perl", "#"},
+           {"pl", "#"},      {"haskell", "--"},    {"hs", "--"}};
+
+    return commentPrefixes.value(language.toLower(), "//");
 }
 
-QString CodeHandler::detectLanguageFromLine(const QString &line)
+QString CodeHandler::detectLanguage(const QString &line)
 {
-    static const auto modelNameToLanguage = buildModelLanguageNameToLanguageMap();
-    return modelNameToLanguage.value(line.trimmed().mid(3).trimmed(), "");
+    QString trimmed = line.trimmed();
+    if (trimmed.length() <= 3) { // Если только ```
+        return QString();
     }
 
-QString CodeHandler::detectLanguageFromExtension(const QString &extension)
-{
-    static const auto extensionToLanguage = buildExtensionToLanguageMap();
-    return extensionToLanguage.value(extension.toLower(), "");
+    return trimmed.mid(3).trimmed();
 }
 
 const QRegularExpression &CodeHandler::getFullCodeBlockRegex()

CodeHandler.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -28,20 +28,11 @@ namespace QodeAssist {
 class CodeHandler
 {
 public:
-    static QString processText(QString text, QString currentFileName);
-
-    /**
-     * Detects language from line, or returns empty string if this was not possible
-     */
-    static QString detectLanguageFromLine(const QString &line);
-
-    /**
-     * Detects language file name, or returns empty string if this was not possible
-     */
-    static QString detectLanguageFromExtension(const QString &extension);
+    static QString processText(QString text);
 
 private:
     static QString getCommentPrefix(const QString &language);
+    static QString detectLanguage(const QString &line);
 
     static const QRegularExpression &getFullCodeBlockRegex();
     static const QRegularExpression &getPartialStartBlockRegex();

ConfigurationManager.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -19,8 +19,8 @@
 
 #include "ConfigurationManager.hpp"
 
-#include <settings/ButtonAspect.hpp>
 #include <QTimer>
+#include <settings/ButtonAspect.hpp>
 
 #include "QodeAssisttr.h"
 
@@ -35,49 +35,6 @@ ConfigurationManager &ConfigurationManager::instance()
 void ConfigurationManager::init()
 {
     setupConnections();
-    updateAllTemplateDescriptions();
-    checkAllTemplate();
-}
-
-void ConfigurationManager::updateTemplateDescription(const Utils::StringAspect &templateAspect)
-{
-    LLMCore::PromptTemplate *templ = m_templateManger.getFimTemplateByName(templateAspect.value());
-
-    if (!templ) {
-        return;
-    }
-
-    if (&templateAspect == &m_generalSettings.ccTemplate) {
-        m_generalSettings.ccTemplateDescription.setValue(templ->description());
-    } else if (&templateAspect == &m_generalSettings.caTemplate) {
-        m_generalSettings.caTemplateDescription.setValue(templ->description());
-    }
-}
-
-void ConfigurationManager::updateAllTemplateDescriptions()
-{
-    updateTemplateDescription(m_generalSettings.ccTemplate);
-    updateTemplateDescription(m_generalSettings.caTemplate);
-}
-
-void ConfigurationManager::checkTemplate(const Utils::StringAspect &templateAspect)
-{
-    LLMCore::PromptTemplate *templ = m_templateManger.getFimTemplateByName(templateAspect.value());
-
-    if (templ->name() == templateAspect.value())
-        return;
-
-    if (&templateAspect == &m_generalSettings.ccTemplate) {
-        m_generalSettings.ccTemplate.setValue(templ->name());
-    } else if (&templateAspect == &m_generalSettings.caTemplate) {
-        m_generalSettings.caTemplate.setValue(templ->name());
-    }
-}
-
-void ConfigurationManager::checkAllTemplate()
-{
-    checkTemplate(m_generalSettings.ccTemplate);
-    checkTemplate(m_generalSettings.caTemplate);
 }
 
 ConfigurationManager::ConfigurationManager(QObject *parent)
@@ -107,14 +64,6 @@ void ConfigurationManager::setupConnections()
     connect(&m_generalSettings.ccPreset1SelectModel, &Button::clicked, this, &Config::selectModel);
     connect(
         &m_generalSettings.ccPreset1SelectTemplate, &Button::clicked, this, &Config::selectTemplate);
-
-    connect(&m_generalSettings.ccTemplate, &Utils::StringAspect::changed, this, [this]() {
-        updateTemplateDescription(m_generalSettings.ccTemplate);
-    });
-
-    connect(&m_generalSettings.caTemplate, &Utils::StringAspect::changed, this, [this]() {
-        updateTemplateDescription(m_generalSettings.caTemplate);
-    });
 }
 
 void ConfigurationManager::selectProvider()
@@ -132,8 +81,10 @@ void ConfigurationManager::selectProvider()
                                : m_generalSettings.caProvider;
 
     QTimer::singleShot(0, this, [this, providersList, &targetSettings] {
-        m_generalSettings.showSelectionDialog(
-            providersList, targetSettings, Tr::tr("Select LLM Provider"), Tr::tr("Providers:"));
+        m_generalSettings.showSelectionDialog(providersList,
+                                              targetSettings,
+                                              Tr::tr("Select LLM Provider"),
+                                              Tr::tr("Providers:"));
     });
 }
 
@@ -186,22 +137,19 @@ void ConfigurationManager::selectTemplate()
 
     const bool isCodeCompletion = (settingsButton == &m_generalSettings.ccSelectTemplate);
     const bool isPreset1 = (settingsButton == &m_generalSettings.ccPreset1SelectTemplate);
-    const QString providerName = isCodeCompletion ? m_generalSettings.ccProvider.volatileValue()
-                                 : isPreset1 ? m_generalSettings.ccPreset1Provider.volatileValue()
-                                             : m_generalSettings.caProvider.volatileValue();
-    auto providerID = m_providersManager.getProviderByName(providerName)->providerID();
 
-    const auto templateList = isCodeCompletion || isPreset1
-                                  ? m_templateManger.getFimTemplatesForProvider(providerID)
-                                  : m_templateManger.getChatTemplatesForProvider(providerID);
+    const auto templateList = isCodeCompletion || isPreset1 ? m_templateManger.fimTemplatesNames()
+                                                            : m_templateManger.chatTemplatesNames();
 
     auto &targetSettings = isCodeCompletion ? m_generalSettings.ccTemplate
                            : isPreset1      ? m_generalSettings.ccPreset1Template
                                             : m_generalSettings.caTemplate;
 
     QTimer::singleShot(0, &m_generalSettings, [this, templateList, &targetSettings]() {
-        m_generalSettings.showSelectionDialog(
-            templateList, targetSettings, Tr::tr("Select Template"), Tr::tr("Templates:"));
+        m_generalSettings.showSelectionDialog(templateList,
+                                              targetSettings,
+                                              Tr::tr("Select Template"),
+                                              Tr::tr("Templates:"));
     });
 }
 

ConfigurationManager.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -36,11 +36,6 @@ public:
 
     void init();
 
-    void updateTemplateDescription(const Utils::StringAspect &templateAspect);
-    void updateAllTemplateDescriptions();
-    void checkTemplate(const Utils::StringAspect &templateAspect);
-    void checkAllTemplate();
-
 public slots:
     void selectProvider();
     void selectModel();

LLMClientInterface.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -23,37 +23,24 @@
 #include <QNetworkAccessManager>
 #include <QNetworkReply>
 
+#include <llmcore/RequestConfig.hpp>
+#include <texteditor/textdocument.h>
+
 #include "CodeHandler.hpp"
 #include "context/DocumentContextReader.hpp"
-#include "context/Utils.hpp"
+#include "llmcore/MessageBuilder.hpp"
 #include "llmcore/PromptTemplateManager.hpp"
 #include "llmcore/ProvidersManager.hpp"
 #include "logger/Logger.hpp"
 #include "settings/CodeCompletionSettings.hpp"
 #include "settings/GeneralSettings.hpp"
-#include <llmcore/RequestConfig.hpp>
 
 namespace QodeAssist {
 
-LLMClientInterface::LLMClientInterface(
-    const Settings::GeneralSettings &generalSettings,
-    const Settings::CodeCompletionSettings &completeSettings,
-    LLMCore::IProviderRegistry &providerRegistry,
-    LLMCore::IPromptProvider *promptProvider,
-    LLMCore::RequestHandlerBase &requestHandler,
-    Context::IDocumentReader &documentReader,
-    IRequestPerformanceLogger &performanceLogger)
-    : m_generalSettings(generalSettings)
-    , m_completeSettings(completeSettings)
-    , m_providerRegistry(providerRegistry)
-    , m_promptProvider(promptProvider)
-    , m_requestHandler(requestHandler)
-    , m_documentReader(documentReader)
-    , m_performanceLogger(performanceLogger)
-    , m_contextManager(new Context::ContextManager(this))
+LLMClientInterface::LLMClientInterface()
+    : m_requestHandler(this)
 {
-    connect(
-        &m_requestHandler,
+    connect(&m_requestHandler,
             &LLMCore::RequestHandler::completionReceived,
             this,
             &LLMClientInterface::sendCompletionToClient);
@@ -88,7 +75,7 @@ void LLMClientInterface::sendData(const QByteArray &data)
         handleTextDocumentDidOpen(request);
     } else if (method == "getCompletionsCycling") {
         QString requestId = request["id"].toString();
-        m_performanceLogger.startTimeMeasurement(requestId);
+        startTimeMeasurement(requestId);
         handleCompletion(request);
     } else if (method == "$/cancelRequest") {
         handleCancelRequest(request);
@@ -159,37 +146,43 @@ void LLMClientInterface::handleExit(const QJsonObject &request)
     emit finished();
 }
 
-void LLMClientInterface::handleCompletion(const QJsonObject &request)
+bool QodeAssist::LLMClientInterface::isSpecifyCompletion(const QJsonObject &request)
 {
-    auto filePath = Context::extractFilePathFromRequest(request);
-    auto documentInfo = m_documentReader.readDocument(filePath);
-    if (!documentInfo.document) {
-        LOG_MESSAGE("Error: Document is not available for" + filePath);
-        return;
+    auto &generalSettings = Settings::generalSettings();
+
+    Context::ProgrammingLanguage documentLanguage = getDocumentLanguage(request);
+    Context::ProgrammingLanguage preset1Language = Context::ProgrammingLanguageUtils::fromString(
+        generalSettings.preset1Language.displayForIndex(generalSettings.preset1Language()));
+
+    return generalSettings.specifyPreset1() && documentLanguage == preset1Language;
 }
 
-    auto updatedContext = prepareContext(request, documentInfo);
+void LLMClientInterface::handleCompletion(const QJsonObject &request)
+{
+    const auto updatedContext = prepareContext(request);
+    auto &completeSettings = Settings::codeCompletionSettings();
+    auto &generalSettings = Settings::generalSettings();
 
-    bool isPreset1Active = m_contextManager->isSpecifyCompletion(documentInfo);
+    bool isPreset1Active = isSpecifyCompletion(request);
 
-    const auto providerName = !isPreset1Active ? m_generalSettings.ccProvider()
-                                               : m_generalSettings.ccPreset1Provider();
-    const auto modelName = !isPreset1Active ? m_generalSettings.ccModel()
-                                            : m_generalSettings.ccPreset1Model();
-    const auto url = !isPreset1Active ? m_generalSettings.ccUrl()
-                                      : m_generalSettings.ccPreset1Url();
+    const auto providerName = !isPreset1Active ? generalSettings.ccProvider()
+                                               : generalSettings.ccPreset1Provider();
+    const auto modelName = !isPreset1Active ? generalSettings.ccModel()
+                                            : generalSettings.ccPreset1Model();
+    const auto url = !isPreset1Active ? generalSettings.ccUrl() : generalSettings.ccPreset1Url();
 
-    const auto provider = m_providerRegistry.getProviderByName(providerName);
+    const auto provider = LLMCore::ProvidersManager::instance().getProviderByName(providerName);
 
     if (!provider) {
         LOG_MESSAGE(QString("No provider found with name: %1").arg(providerName));
         return;
     }
 
-    auto templateName = !isPreset1Active ? m_generalSettings.ccTemplate()
-                                         : m_generalSettings.ccPreset1Template();
+    auto templateName = !isPreset1Active ? generalSettings.ccTemplate()
+                                         : generalSettings.ccPreset1Template();
 
-    auto promptTemplate = m_promptProvider->getTemplateByName(templateName);
+    auto promptTemplate = LLMCore::PromptTemplateManager::instance().getFimTemplateByName(
+        templateName);
 
     if (!promptTemplate) {
         LOG_MESSAGE(QString("No template found with name: %1").arg(templateName));
@@ -201,70 +194,44 @@ void LLMClientInterface::handleCompletion(const QJsonObject &request)
     config.requestType = LLMCore::RequestType::CodeCompletion;
     config.provider = provider;
     config.promptTemplate = promptTemplate;
-    // TODO refactor networking
-    if (provider->providerID() == LLMCore::ProviderID::GoogleAI) {
-        QString stream = m_completeSettings.stream() ? QString{"streamGenerateContent?alt=sse"}
-                                                     : QString{"generateContent?"};
-        config.url = QUrl(QString("%1/models/%2:%3").arg(url, modelName, stream));
-    } else {
     config.url = QUrl(QString("%1%2").arg(
         url,
-            promptTemplate->type() == LLMCore::TemplateType::FIM ? provider->completionEndpoint()
+        promptTemplate->type() == LLMCore::TemplateType::Fim ? provider->completionEndpoint()
                                                              : provider->chatEndpoint()));
-        config.providerRequest = {{"model", modelName}, {"stream", m_completeSettings.stream()}};
-    }
     config.apiKey = provider->apiKey();
-    config.multiLineCompletion = m_completeSettings.multiLineCompletion();
+
+    config.providerRequest = {{"model", modelName}, {"stream", completeSettings.stream()}};
+
+    config.multiLineCompletion = completeSettings.multiLineCompletion();
 
     const auto stopWords = QJsonArray::fromStringList(config.promptTemplate->stopWords());
     if (!stopWords.isEmpty())
         config.providerRequest["stop"] = stopWords;
 
     QString systemPrompt;
-    if (m_completeSettings.useSystemPrompt())
-        systemPrompt.append(
-            m_completeSettings.useUserMessageTemplateForCC()
-                    && promptTemplate->type() == LLMCore::TemplateType::Chat
-                ? m_completeSettings.systemPromptForNonFimModels()
-                : m_completeSettings.systemPrompt());
-    if (updatedContext.fileContext.has_value())
-        systemPrompt.append(updatedContext.fileContext.value());
+    if (completeSettings.useSystemPrompt())
+        systemPrompt.append(completeSettings.systemPrompt());
+    if (!updatedContext.fileContext.isEmpty())
+        systemPrompt.append(updatedContext.fileContext);
 
-    if (m_completeSettings.useOpenFilesContext()) {
-        if (provider->providerID() == LLMCore::ProviderID::LlamaCpp) {
-            for (const auto openedFilePath : m_contextManager->openedFiles({filePath})) {
-                if (!updatedContext.filesMetadata) {
-                    updatedContext.filesMetadata = QList<LLMCore::FileMetadata>();
-                }
-                updatedContext.filesMetadata->append({openedFilePath.first, openedFilePath.second});
-            }
-        } else {
-            systemPrompt.append(m_contextManager->openedFilesContext({filePath}));
-        }
-    }
-
-    updatedContext.systemPrompt = systemPrompt;
-
-    if (promptTemplate->type() == LLMCore::TemplateType::Chat) {
     QString userMessage;
-        if (m_completeSettings.useUserMessageTemplateForCC()) {
-            userMessage = m_completeSettings.processMessageToFIM(
-                updatedContext.prefix.value_or(""), updatedContext.suffix.value_or(""));
+    if (completeSettings.useUserMessageTemplateForCC() && promptTemplate->type() == LLMCore::TemplateType::Chat) {
+        userMessage = completeSettings.userMessageTemplateForCC().arg(updatedContext.prefix, updatedContext.suffix);
     } else {
-            userMessage = updatedContext.prefix.value_or("") + updatedContext.suffix.value_or("");
+        userMessage = updatedContext.prefix;
     }
 
-        // TODO refactor add message
-        QVector<LLMCore::Message> messages;
-        messages.append({"user", userMessage});
-        updatedContext.history = messages;
-    }
+    auto message = LLMCore::MessageBuilder()
+                       .addSystemMessage(systemPrompt)
+                       .addUserMessage(userMessage)
+                       .addSuffix(updatedContext.suffix)
+                       .addTokenizer(promptTemplate);
 
-    config.provider->prepareRequest(
+    message.saveTo(
         config.providerRequest,
-        promptTemplate,
-        updatedContext,
-        LLMCore::RequestType::CodeCompletion);
+        providerName == "Ollama" ? LLMCore::ProvidersApi::Ollama : LLMCore::ProvidersApi::OpenAI);
+
+    config.provider->prepareRequest(config.providerRequest, LLMCore::RequestType::CodeCompletion);
 
     auto errors = config.provider->validateRequest(config.providerRequest, promptTemplate->type());
     if (!errors.isEmpty()) {
@@ -275,36 +242,59 @@ void LLMClientInterface::handleCompletion(const QJsonObject &request)
     m_requestHandler.sendLLMRequest(config, request);
 }
 
-LLMCore::ContextData LLMClientInterface::prepareContext(
-    const QJsonObject &request, const Context::DocumentInfo &documentInfo)
+LLMCore::ContextData LLMClientInterface::prepareContext(const QJsonObject &request,
+                                                        const QStringView &accumulatedCompletion)
 {
     QJsonObject params = request["params"].toObject();
     QJsonObject doc = params["doc"].toObject();
     QJsonObject position = doc["position"].toObject();
+    QString uri = doc["uri"].toString();
+
+    Utils::FilePath filePath = Utils::FilePath::fromString(QUrl(uri).toLocalFile());
+    TextEditor::TextDocument *textDocument = TextEditor::TextDocument::textDocumentForFilePath(
+        filePath);
+
+    if (!textDocument) {
+        LOG_MESSAGE("Error: Document is not available for" + filePath.toString());
+        return LLMCore::ContextData{};
+    }
+
     int cursorPosition = position["character"].toInt();
     int lineNumber = position["line"].toInt();
 
-    Context::DocumentContextReader
-        reader(documentInfo.document, documentInfo.mimeType, documentInfo.filePath);
-    return reader.prepareContext(lineNumber, cursorPosition, m_completeSettings);
+    Context::DocumentContextReader reader(textDocument);
+    return reader.prepareContext(lineNumber, cursorPosition);
 }
 
-Context::ContextManager *LLMClientInterface::contextManager() const
+Context::ProgrammingLanguage LLMClientInterface::getDocumentLanguage(const QJsonObject &request) const
 {
-    return m_contextManager;
+    QJsonObject params = request["params"].toObject();
+    QJsonObject doc = params["doc"].toObject();
+    QString uri = doc["uri"].toString();
+
+    Utils::FilePath filePath = Utils::FilePath::fromString(QUrl(uri).toLocalFile());
+    TextEditor::TextDocument *textDocument = TextEditor::TextDocument::textDocumentForFilePath(
+        filePath);
+
+    if (!textDocument) {
+        LOG_MESSAGE("Error: Document is not available for" + filePath.toString());
+        return Context::ProgrammingLanguage::Unknown;
     }
 
-void LLMClientInterface::sendCompletionToClient(
-    const QString &completion, const QJsonObject &request, bool isComplete)
+    return Context::ProgrammingLanguageUtils::fromMimeType(textDocument->mimeType());
+}
+
+void LLMClientInterface::sendCompletionToClient(const QString &completion,
+                                                const QJsonObject &request,
+                                                bool isComplete)
 {
-    auto filePath = Context::extractFilePathFromRequest(request);
-    auto documentInfo = m_documentReader.readDocument(filePath);
-    bool isPreset1Active = m_contextManager->isSpecifyCompletion(documentInfo);
+    bool isPreset1Active = isSpecifyCompletion(request);
 
-    auto templateName = !isPreset1Active ? m_generalSettings.ccTemplate()
-                                         : m_generalSettings.ccPreset1Template();
+    auto templateName = !isPreset1Active ? Settings::generalSettings().ccTemplate()
+                                         : Settings::generalSettings().ccPreset1Template();
 
-    auto promptTemplate = m_promptProvider->getTemplateByName(templateName);
+    auto promptTemplate = LLMCore::PromptTemplateManager::instance().getFimTemplateByName(
+        templateName);
 
     QJsonObject position = request["params"].toObject()["doc"].toObject()["position"].toObject();
 
@@ -316,12 +306,10 @@ void LLMClientInterface::sendCompletionToClient(
     QJsonArray completions;
     QJsonObject completionItem;
 
-    LOG_MESSAGE(QString("Completions before filter: \n%1").arg(completion));
-
     QString processedCompletion
         = promptTemplate->type() == LLMCore::TemplateType::Chat
-                  && m_completeSettings.smartProcessInstuctText()
-              ? CodeHandler::processText(completion, Context::extractFilePathFromRequest(request))
+                  && Settings::codeCompletionSettings().smartProcessInstuctText()
+              ? CodeHandler::processText(completion)
               : completion;
 
     completionItem[LanguageServerProtocol::textKey] = processedCompletion;
@@ -341,13 +329,37 @@ void LLMClientInterface::sendCompletionToClient(
         QString("Completions: \n%1")
             .arg(QString::fromUtf8(QJsonDocument(completions).toJson(QJsonDocument::Indented))));
 
-    LOG_MESSAGE(
-        QString("Full response: \n%1")
+    LOG_MESSAGE(QString("Full response: \n%1")
                    .arg(QString::fromUtf8(QJsonDocument(response).toJson(QJsonDocument::Indented))));
 
     QString requestId = request["id"].toString();
-    m_performanceLogger.endTimeMeasurement(requestId);
+    endTimeMeasurement(requestId);
     emit messageReceived(LanguageServerProtocol::JsonRpcMessage(response));
 }
 
+void LLMClientInterface::startTimeMeasurement(const QString &requestId)
+{
+    m_requestStartTimes[requestId] = QDateTime::currentMSecsSinceEpoch();
+}
+
+void LLMClientInterface::endTimeMeasurement(const QString &requestId)
+{
+    if (m_requestStartTimes.contains(requestId)) {
+        qint64 startTime = m_requestStartTimes[requestId];
+        qint64 endTime = QDateTime::currentMSecsSinceEpoch();
+        qint64 totalTime = endTime - startTime;
+        logPerformance(requestId, "TotalCompletionTime", totalTime);
+        m_requestStartTimes.remove(requestId);
+    }
+}
+
+void LLMClientInterface::logPerformance(const QString &requestId,
+                                        const QString &operation,
+                                        qint64 elapsedMs)
+{
+    LOG_MESSAGE(QString("Performance: %1 %2 took %3 ms").arg(requestId, operation).arg(elapsedMs));
+}
+
+void LLMClientInterface::parseCurrentMessage() {}
+
 } // namespace QodeAssist

LLMClientInterface.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -22,16 +22,9 @@
 #include <languageclient/languageclientinterface.h>
 #include <texteditor/texteditor.h>
 
-#include <context/ContextManager.hpp>
-#include <context/IDocumentReader.hpp>
 #include <context/ProgrammingLanguage.hpp>
 #include <llmcore/ContextData.hpp>
-#include <llmcore/IPromptProvider.hpp>
-#include <llmcore/IProviderRegistry.hpp>
 #include <llmcore/RequestHandler.hpp>
-#include <logger/IRequestPerformanceLogger.hpp>
-#include <settings/CodeCompletionSettings.hpp>
-#include <settings/GeneralSettings.hpp>
 
 class QNetworkReply;
 class QNetworkAccessManager;
@@ -43,29 +36,20 @@ class LLMClientInterface : public LanguageClient::BaseClientInterface
     Q_OBJECT
 
 public:
-    LLMClientInterface(
-        const Settings::GeneralSettings &generalSettings,
-        const Settings::CodeCompletionSettings &completeSettings,
-        LLMCore::IProviderRegistry &providerRegistry,
-        LLMCore::IPromptProvider *promptProvider,
-        LLMCore::RequestHandlerBase &requestHandler,
-        Context::IDocumentReader &documentReader,
-        IRequestPerformanceLogger &performanceLogger);
+    LLMClientInterface();
 
     Utils::FilePath serverDeviceTemplate() const override;
 
-    void sendCompletionToClient(
-        const QString &completion, const QJsonObject &request, bool isComplete);
+    void sendCompletionToClient(const QString &completion,
+                                const QJsonObject &request,
+                                bool isComplete);
 
     void handleCompletion(const QJsonObject &request);
 
-    // exposed for tests
-    void sendData(const QByteArray &data) override;
-
-    Context::ContextManager *contextManager() const;
-
 protected:
     void startImpl() override;
+    void sendData(const QByteArray &data) override;
+    void parseCurrentMessage() override;
 
 private:
     void handleInitialize(const QJsonObject &request);
@@ -76,17 +60,17 @@ private:
     void handleCancelRequest(const QJsonObject &request);
 
     LLMCore::ContextData prepareContext(
-        const QJsonObject &request, const Context::DocumentInfo &documentInfo);
+        const QJsonObject &request, const QStringView &accumulatedCompletion = QString{});
+    Context::ProgrammingLanguage getDocumentLanguage(const QJsonObject &request) const;
+    bool isSpecifyCompletion(const QJsonObject &request);
 
-    const Settings::CodeCompletionSettings &m_completeSettings;
-    const Settings::GeneralSettings &m_generalSettings;
-    LLMCore::IPromptProvider *m_promptProvider = nullptr;
-    LLMCore::IProviderRegistry &m_providerRegistry;
-    LLMCore::RequestHandlerBase &m_requestHandler;
-    Context::IDocumentReader &m_documentReader;
-    IRequestPerformanceLogger &m_performanceLogger;
+    LLMCore::RequestHandler m_requestHandler;
     QElapsedTimer m_completionTimer;
-    Context::ContextManager *m_contextManager;
+    QMap<QString, qint64> m_requestStartTimes;
+
+    void startTimeMeasurement(const QString &requestId);
+    void endTimeMeasurement(const QString &requestId);
+    void logPerformance(const QString &requestId, const QString &operation, qint64 elapsedMs);
 };
 
 } // namespace QodeAssist

LLMSuggestion.cpp

@@ -1,6 +1,6 @@
 /*
  * Copyright (C) 2023 The Qt Company Ltd.
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -29,36 +29,6 @@
 
 namespace QodeAssist {
 
-QString mergeWithRightText(const QString &suggestion, const QString &rightText)
-{
-    if (suggestion.isEmpty() || rightText.isEmpty()) {
-        return suggestion;
-    }
-
-    int j = 0;
-    QString processed = rightText;
-    QSet<int> matchedPositions;
-
-    for (int i = 0; i < suggestion.length() && j < processed.length(); ++i) {
-        if (suggestion[i] == processed[j]) {
-            matchedPositions.insert(j);
-            ++j;
-        }
-    }
-
-    if (matchedPositions.isEmpty()) {
-        return suggestion + rightText;
-    }
-
-    QList<int> positions = matchedPositions.values();
-    std::sort(positions.begin(), positions.end(), std::greater<int>());
-    for (int pos : positions) {
-        processed.remove(pos, 1);
-    }
-
-    return suggestion;
-}
-
 LLMSuggestion::LLMSuggestion(
     const QList<Data> &suggestions, QTextDocument *sourceDocument, int currentCompletion)
     : TextEditor::CyclicSuggestion(suggestions, sourceDocument, currentCompletion)
@@ -68,28 +38,21 @@ LLMSuggestion::LLMSuggestion(
     int startPos = data.range.begin.toPositionInDocument(sourceDocument);
     int endPos = data.range.end.toPositionInDocument(sourceDocument);
 
-    startPos = qBound(0, startPos, sourceDocument->characterCount());
-    endPos = qBound(startPos, endPos, sourceDocument->characterCount());
+    startPos = qBound(0, startPos, sourceDocument->characterCount() - 1);
+    endPos = qBound(startPos, endPos, sourceDocument->characterCount() - 1);
 
     QTextCursor cursor(sourceDocument);
     cursor.setPosition(startPos);
+    cursor.setPosition(endPos, QTextCursor::KeepAnchor);
+
     QTextBlock block = cursor.block();
     QString blockText = block.text();
 
-    int cursorPositionInBlock = cursor.positionInBlock();
+    int startPosInBlock = startPos - block.position();
+    int endPosInBlock = endPos - block.position();
 
-    QString rightText = blockText.mid(cursorPositionInBlock);
-
-    if (!data.text.contains('\n')) {
-        QString processedRightText = mergeWithRightText(data.text, rightText);
-        processedRightText = processedRightText.mid(data.text.length());
-        QString displayText = blockText.left(cursorPositionInBlock) + data.text
-                              + processedRightText;
-        replacementDocument()->setPlainText(displayText);
-    } else {
-        QString displayText = blockText.left(cursorPositionInBlock) + data.text;
-        replacementDocument()->setPlainText(displayText);
-    }
+    blockText.replace(startPosInBlock, endPosInBlock - startPosInBlock, data.text);
+    replacementDocument()->setPlainText(blockText);
 }
 
 bool LLMSuggestion::applyWord(TextEditor::TextEditorWidget *widget)
@@ -114,82 +77,31 @@ bool LLMSuggestion::applyPart(Part part, TextEditor::TextEditorWidget *widget)
 
     int next = part == Word ? Utils::endOfNextWord(text, startPos) : text.indexOf('\n', startPos);
 
-    if (next == -1) {
-        if (part == Line) {
-            next = text.length();
-        } else {
+    if (next == -1)
         return apply();
-        }
-    }
 
     if (part == Line)
         ++next;
 
     QString subText = text.mid(startPos, next - startPos);
-
-    if (subText.isEmpty()) {
+    if (subText.isEmpty())
         return false;
-    }
 
-    QTextBlock currentBlock = currentCursor.block();
-    QString textAfterCursor = currentBlock.text().mid(currentCursor.positionInBlock());
-
-    if (!subText.contains('\n')) {
-        QTextCursor deleteCursor = currentCursor;
-        deleteCursor.movePosition(QTextCursor::EndOfBlock, QTextCursor::KeepAnchor);
-        deleteCursor.removeSelectedText();
-
-        QString mergedText = mergeWithRightText(subText, textAfterCursor);
-        currentCursor.insertText(mergedText);
-    } else {
     currentCursor.insertText(subText);
 
     if (const int seperatorPos = subText.lastIndexOf('\n'); seperatorPos >= 0) {
         const QString newCompletionText = text.mid(startPos + seperatorPos + 1);
         if (!newCompletionText.isEmpty()) {
             const Utils::Text::Position newStart{int(range.begin.line + subText.count('\n')), 0};
-                const Utils::Text::Position newEnd{newStart.line, int(newCompletionText.length())};
+            const Utils::Text::Position
+                newEnd{newStart.line, int(subText.length() - seperatorPos - 1)};
             const Utils::Text::Range newRange{newStart, newEnd};
             const QList<Data> newSuggestion{{newRange, newEnd, newCompletionText}};
             widget->insertSuggestion(
                 std::make_unique<LLMSuggestion>(newSuggestion, widget->document(), 0));
         }
     }
-    }
-
     return false;
 }
 
-bool LLMSuggestion::apply()
-{
-    const Utils::Text::Range range = suggestions()[currentSuggestion()].range;
-    const QTextCursor cursor = range.begin.toTextCursor(sourceDocument());
-    const QString text = suggestions()[currentSuggestion()].text;
-
-    QTextBlock currentBlock = cursor.block();
-    QString textAfterCursor = currentBlock.text().mid(cursor.positionInBlock());
-
-    QTextCursor editCursor = cursor;
-
-    int firstLineEnd = text.indexOf('\n');
-    if (firstLineEnd != -1) {
-        QString firstLine = text.left(firstLineEnd);
-        QString restOfText = text.mid(firstLineEnd);
-
-        editCursor.movePosition(QTextCursor::EndOfBlock, QTextCursor::KeepAnchor);
-        editCursor.removeSelectedText();
-
-        QString mergedFirstLine = mergeWithRightText(firstLine, textAfterCursor);
-        editCursor.insertText(mergedFirstLine + restOfText);
-    } else {
-        editCursor.movePosition(QTextCursor::EndOfBlock, QTextCursor::KeepAnchor);
-        editCursor.removeSelectedText();
-
-        QString mergedText = mergeWithRightText(text, textAfterCursor);
-        editCursor.insertText(mergedText);
-    }
-
-    return true;
-}
-
 } // namespace QodeAssist

LLMSuggestion.hpp

@@ -1,6 +1,6 @@
 /*
  * Copyright (C) 2023 The Qt Company Ltd.
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -40,6 +40,5 @@ public:
     bool applyWord(TextEditor::TextEditorWidget *widget) override;
     bool applyLine(TextEditor::TextEditorWidget *widget) override;
     bool applyPart(Part part, TextEditor::TextEditorWidget *widget);
-    bool apply() override;
 };
 } // namespace QodeAssist

LSPCompletion.hpp

@@ -1,6 +1,6 @@
 /*
  * Copyright (C) 2023 The Qt Company Ltd.
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -68,8 +68,7 @@ class GetCompletionParams : public LanguageServerProtocol::JsonObject
 public:
     static constexpr LanguageServerProtocol::Key docKey{"doc"};
 
-    GetCompletionParams(
-        const LanguageServerProtocol::TextDocumentIdentifier &document,
+    GetCompletionParams(const LanguageServerProtocol::TextDocumentIdentifier &document,
                         int version,
                         const LanguageServerProtocol::Position &position)
     {

QodeAssist.json.in

@@ -1,13 +1,13 @@
 {
     "Id" : "qodeassist",
     "Name" : "QodeAssist",
-    "Version" : "0.5.10",
+    "Version" : "0.4.13",
     "Vendor" : "Petr Mironychev",
     "VendorId" : "petrmironychev",
     "Copyright" : "(C) ${IDE_COPYRIGHT_YEAR} Petr Mironychev, (C) ${IDE_COPYRIGHT_YEAR} The Qt Company Ltd",
     "License" : "GPLv3",
     "Description": "QodeAssist is an AI-powered coding assistant for Qt Creator. It provides intelligent code completion and suggestions for your code. Prerequisites: Requires one of the supported LLM providers installed (e.g., Ollama or LM Studio) and a compatible large language model downloaded for your chosen provider (e.g., CodeLlama, StarCoder2).",
     "Url" : "https://github.com/Palm1r/QodeAssist",
-    "DocumentationUrl" : "https://github.com/Palm1r/QodeAssist",
+    "DocumentationUrl" : "",
     ${IDE_PLUGIN_DEPENDENCIES}
 }

QodeAssist.qrc

@@ -2,11 +2,5 @@
     <qresource prefix="/">
         <file>resources/images/qoderassist-icon@2x.png</file>
         <file>resources/images/qoderassist-icon.png</file>
-        <file>resources/images/repeat-last-instruct-icon@2x.png</file>
-        <file>resources/images/repeat-last-instruct-icon.png</file>
-        <file>resources/images/improve-current-code-icon@2x.png</file>
-        <file>resources/images/improve-current-code-icon.png</file>
-        <file>resources/images/suggest-new-icon.png</file>
-        <file>resources/images/suggest-new-icon@2x.png</file>
     </qresource>
 </RCC>

QodeAssistClient.cpp

@@ -1,6 +1,6 @@
 /*
  * Copyright (C) 2023 The Qt Company Ltd.
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of Qode Assist.
  *
@@ -24,10 +24,8 @@
 
 #include "QodeAssistClient.hpp"
 
-#include <QInputDialog>
 #include <QTimer>
 
-#include <coreplugin/icore.h>
 #include <languageclient/languageclientsettings.h>
 #include <projectexplorer/projectmanager.h>
 
@@ -37,7 +35,6 @@
 #include "settings/GeneralSettings.hpp"
 #include "settings/ProjectSettings.hpp"
 #include <context/ChangesManager.h>
-#include <logger/Logger.hpp>
 
 using namespace LanguageServerProtocol;
 using namespace TextEditor;
@@ -47,9 +44,8 @@ using namespace Core;
 
 namespace QodeAssist {
 
-QodeAssistClient::QodeAssistClient(LLMClientInterface *clientInterface)
-    : LanguageClient::Client(clientInterface)
-    , m_llmClient(clientInterface)
+QodeAssistClient::QodeAssistClient()
+    : LanguageClient::Client(new LLMClientInterface())
     , m_recentCharCount(0)
 {
     setName("Qode Assist");
@@ -132,13 +128,6 @@ void QodeAssistClient::openDocument(TextEditor::TextDocument *document)
                 scheduleRequest(widget);
             }
         });
-
-    // auto editors = BaseTextEditor::textEditorsForDocument(document);
-    // connect(
-    //     editors.first()->editorWidget(),
-    //     &TextEditorWidget::selectionChanged,
-    //     this,
-    //     [this, editors]() { m_chatButtonHandler.showButton(editors.first()->editorWidget()); });
 }
 
 bool QodeAssistClient::canOpenProject(ProjectExplorer::Project *project)
@@ -153,26 +142,14 @@ void QodeAssistClient::requestCompletions(TextEditor::TextEditorWidget *editor)
     if (!isEnabled(project))
         return;
 
-    if (m_llmClient->contextManager()
-            ->ignoreManager()
-            ->shouldIgnore(editor->textDocument()->filePath().toUrlishString(), project)) {
-        LOG_MESSAGE(QString("Ignoring file due to .qodeassistignore: %1")
-                        .arg(editor->textDocument()->filePath().toUrlishString()));
-        return;
-    }
-
     MultiTextCursor cursor = editor->multiTextCursor();
     if (cursor.hasMultipleCursors() || cursor.hasSelection() || editor->suggestionVisible())
         return;
 
     const FilePath filePath = editor->textDocument()->filePath();
-    GetCompletionRequest request{
-        {TextDocumentIdentifier(hostPathToServerUri(filePath)),
+    GetCompletionRequest request{{TextDocumentIdentifier(hostPathToServerUri(filePath)),
                                   documentVersion(filePath),
                                   Position(cursor.mainCursor())}};
-    if (Settings::codeCompletionSettings().showProgressWidget()) {
-        m_progressHandler.showProgress(editor);
-    }
     request.setResponseCallback([this, editor = QPointer<TextEditorWidget>(editor)](
                                     const GetCompletionRequest::Response &response) {
         QTC_ASSERT(editor, return);
@@ -182,35 +159,6 @@ void QodeAssistClient::requestCompletions(TextEditor::TextEditorWidget *editor)
     sendMessage(request);
 }
 
-void QodeAssistClient::requestQuickRefactor(
-    TextEditor::TextEditorWidget *editor, const QString &instructions)
-{
-    auto project = ProjectManager::projectForFile(editor->textDocument()->filePath());
-
-    if (!isEnabled(project))
-        return;
-
-    if (m_llmClient->contextManager()
-            ->ignoreManager()
-            ->shouldIgnore(editor->textDocument()->filePath().toUrlishString(), project)) {
-        LOG_MESSAGE(QString("Ignoring file due to .qodeassistignore: %1")
-                        .arg(editor->textDocument()->filePath().toUrlishString()));
-        return;
-    }
-
-    if (!m_refactorHandler) {
-        m_refactorHandler = new QuickRefactorHandler(this);
-        connect(
-            m_refactorHandler,
-            &QuickRefactorHandler::refactoringCompleted,
-            this,
-            &QodeAssistClient::handleRefactoringResult);
-    }
-
-    m_progressHandler.showProgress(editor);
-    m_refactorHandler->sendRefactorRequest(editor, instructions);
-}
-
 void QodeAssistClient::scheduleRequest(TextEditor::TextEditorWidget *editor)
 {
     cancelRunningRequest(editor);
@@ -240,8 +188,8 @@ void QodeAssistClient::scheduleRequest(TextEditor::TextEditorWidget *editor)
     it.value()->setProperty("cursorPosition", editor->textCursor().position());
     it.value()->start(Settings::codeCompletionSettings().startSuggestionTimer());
 }
-void QodeAssistClient::handleCompletions(
-    const GetCompletionRequest::Response &response, TextEditor::TextEditorWidget *editor)
+void QodeAssistClient::handleCompletions(const GetCompletionRequest::Response &response,
+                                         TextEditor::TextEditorWidget *editor)
 {
     if (response.error())
         log(*response.error());
@@ -288,7 +236,6 @@ void QodeAssistClient::handleCompletions(
             Text::Position pos{toTextPos(c.position())};
             return TextSuggestion::Data{range, pos, c.text()};
         });
-        m_progressHandler.hideProgress();
         if (completions.isEmpty())
             return;
         editor->insertSuggestion(std::make_unique<LLMSuggestion>(suggestions, editor->document()));
@@ -300,7 +247,6 @@ void QodeAssistClient::cancelRunningRequest(TextEditor::TextEditorWidget *editor
     const auto it = m_runningRequests.constFind(editor);
     if (it == m_runningRequests.constEnd())
         return;
-    m_progressHandler.hideProgress();
     cancelRequest(it->id());
     m_runningRequests.erase(it);
 }
@@ -321,11 +267,16 @@ void QodeAssistClient::setupConnections()
             openDocument(textDocument);
     };
 
-    m_documentOpenedConnection
-        = connect(EditorManager::instance(), &EditorManager::documentOpened, this, openDoc);
-    m_documentClosedConnection = connect(
-        EditorManager::instance(), &EditorManager::documentClosed, this, [this](IDocument *document) {
-            if (auto textDocument = qobject_cast<TextDocument *>(document))
+    m_documentOpenedConnection = connect(EditorManager::instance(),
+                                         &EditorManager::documentOpened,
+                                         this,
+                                         openDoc);
+    m_documentClosedConnection = connect(EditorManager::instance(),
+                                         &EditorManager::documentClosed,
+                                         this,
+                                         [this](IDocument *document) {
+                                             if (auto textDocument = qobject_cast<TextDocument *>(
+                                                     document))
                                                  closeDocument(textDocument);
                                          });
 
@@ -342,32 +293,4 @@ void QodeAssistClient::cleanupConnections()
     m_scheduledRequests.clear();
 }
 
-void QodeAssistClient::handleRefactoringResult(const RefactorResult &result)
-{
-    if (!result.success) {
-        LOG_MESSAGE(QString("Refactoring failed: %1").arg(result.errorMessage));
-        return;
-    }
-
-    auto editor = BaseTextEditor::currentTextEditor();
-    if (!editor) {
-        LOG_MESSAGE("Refactoring failed: No active editor found");
-        return;
-    }
-
-    auto editorWidget = editor->editorWidget();
-
-    QTextCursor cursor = editorWidget->textCursor();
-    cursor.beginEditBlock();
-
-    int startPos = result.insertRange.begin.toPositionInDocument(editorWidget->document());
-    int endPos = result.insertRange.end.toPositionInDocument(editorWidget->document());
-
-    cursor.setPosition(startPos);
-    cursor.setPosition(endPos, QTextCursor::KeepAnchor);
-
-    cursor.insertText(result.newText);
-    cursor.endEditBlock();
-    m_progressHandler.hideProgress();
-}
 } // namespace QodeAssist

QodeAssistClient.hpp

@@ -1,6 +1,6 @@
 /*
  * Copyright (C) 2023 The Qt Company Ltd.
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of Qode Assist.
  *
@@ -24,40 +24,32 @@
 
 #pragma once
 
-#include "LLMClientInterface.hpp"
-#include "LSPCompletion.hpp"
-#include "QuickRefactorHandler.hpp"
-#include "widgets/CompletionProgressHandler.hpp"
-#include "widgets/EditorChatButtonHandler.hpp"
 #include <languageclient/client.h>
-#include <llmcore/IPromptProvider.hpp>
-#include <llmcore/IProviderRegistry.hpp>
+
+#include "LSPCompletion.hpp"
 
 namespace QodeAssist {
 
 class QodeAssistClient : public LanguageClient::Client
 {
 public:
-    explicit QodeAssistClient(LLMClientInterface *clientInterface);
+    explicit QodeAssistClient();
     ~QodeAssistClient() override;
 
     void openDocument(TextEditor::TextDocument *document) override;
     bool canOpenProject(ProjectExplorer::Project *project) override;
 
     void requestCompletions(TextEditor::TextEditorWidget *editor);
-    void requestQuickRefactor(
-        TextEditor::TextEditorWidget *editor, const QString &instructions = QString());
 
 private:
     void scheduleRequest(TextEditor::TextEditorWidget *editor);
-    void handleCompletions(
-        const GetCompletionRequest::Response &response, TextEditor::TextEditorWidget *editor);
+    void handleCompletions(const GetCompletionRequest::Response &response,
+                           TextEditor::TextEditorWidget *editor);
     void cancelRunningRequest(TextEditor::TextEditorWidget *editor);
     bool isEnabled(ProjectExplorer::Project *project) const;
 
     void setupConnections();
     void cleanupConnections();
-    void handleRefactoringResult(const RefactorResult &result);
 
     QHash<TextEditor::TextEditorWidget *, GetCompletionRequest> m_runningRequests;
     QHash<TextEditor::TextEditorWidget *, QTimer *> m_scheduledRequests;
@@ -66,10 +58,6 @@ private:
 
     QElapsedTimer m_typingTimer;
     int m_recentCharCount;
-    CompletionProgressHandler m_progressHandler;
-    EditorChatButtonHandler m_chatButtonHandler;
-    QuickRefactorHandler *m_refactorHandler{nullptr};
-    LLMClientInterface *m_llmClient;
 };
 
 } // namespace QodeAssist

QodeAssistConstants.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

QodeAssisttr.h

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

QuickRefactorHandler.cpp

@@ -1,293 +0,0 @@
-/*
- * Copyright (C) 2025 Petr Mironychev
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#include "QuickRefactorHandler.hpp"
-
-#include <QJsonArray>
-#include <QJsonDocument>
-#include <QUuid>
-
-#include <context/DocumentContextReader.hpp>
-#include <context/DocumentReaderQtCreator.hpp>
-#include <context/Utils.hpp>
-#include <llmcore/PromptTemplateManager.hpp>
-#include <llmcore/ProvidersManager.hpp>
-#include <logger/Logger.hpp>
-#include <settings/ChatAssistantSettings.hpp>
-#include <settings/GeneralSettings.hpp>
-
-namespace QodeAssist {
-
-QuickRefactorHandler::QuickRefactorHandler(QObject *parent)
-    : QObject(parent)
-    , m_requestHandler(new LLMCore::RequestHandler(this))
-    , m_currentEditor(nullptr)
-    , m_isRefactoringInProgress(false)
-    , m_contextManager(this)
-{
-    connect(
-        m_requestHandler,
-        &LLMCore::RequestHandler::completionReceived,
-        this,
-        &QuickRefactorHandler::handleLLMResponse);
-
-    connect(
-        m_requestHandler,
-        &LLMCore::RequestHandler::requestFinished,
-        this,
-        [this](const QString &requestId, bool success, const QString &errorString) {
-            if (!success && requestId == m_lastRequestId) {
-                m_isRefactoringInProgress = false;
-                RefactorResult result;
-                result.success = false;
-                result.errorMessage = errorString;
-                emit refactoringCompleted(result);
-            }
-        });
-}
-
-QuickRefactorHandler::~QuickRefactorHandler() {}
-
-void QuickRefactorHandler::sendRefactorRequest(
-    TextEditor::TextEditorWidget *editor, const QString &instructions)
-{
-    if (m_isRefactoringInProgress) {
-        cancelRequest();
-    }
-
-    m_currentEditor = editor;
-
-    Utils::Text::Range range;
-    if (editor->textCursor().hasSelection()) {
-        QTextCursor cursor = editor->textCursor();
-        int startPos = cursor.selectionStart();
-        int endPos = cursor.selectionEnd();
-
-        QTextBlock startBlock = editor->document()->findBlock(startPos);
-        int startLine = startBlock.blockNumber() + 1;
-        int startColumn = startPos - startBlock.position();
-
-        QTextBlock endBlock = editor->document()->findBlock(endPos);
-        int endLine = endBlock.blockNumber() + 1;
-        int endColumn = endPos - endBlock.position();
-
-        Utils::Text::Position startPosition;
-        startPosition.line = startLine;
-        startPosition.column = startColumn;
-
-        Utils::Text::Position endPosition;
-        endPosition.line = endLine;
-        endPosition.column = endColumn;
-
-        range = Utils::Text::Range();
-        range.begin = startPosition;
-        range.end = endPosition;
-    } else {
-        QTextCursor cursor = editor->textCursor();
-        int cursorPos = cursor.position();
-
-        QTextBlock block = editor->document()->findBlock(cursorPos);
-        int line = block.blockNumber() + 1;
-        int column = cursorPos - block.position();
-
-        Utils::Text::Position cursorPosition;
-        cursorPosition.line = line;
-        cursorPosition.column = column;
-        range = Utils::Text::Range();
-        range.begin = cursorPosition;
-        range.end = cursorPosition;
-    }
-
-    m_currentRange = range;
-    prepareAndSendRequest(editor, instructions, range);
-}
-
-void QuickRefactorHandler::prepareAndSendRequest(
-    TextEditor::TextEditorWidget *editor,
-    const QString &instructions,
-    const Utils::Text::Range &range)
-{
-    auto &settings = Settings::generalSettings();
-
-    auto &providerRegistry = LLMCore::ProvidersManager::instance();
-    auto &promptManager = LLMCore::PromptTemplateManager::instance();
-
-    const auto providerName = settings.caProvider();
-    auto provider = providerRegistry.getProviderByName(providerName);
-
-    if (!provider) {
-        LOG_MESSAGE(QString("No provider found with name: %1").arg(providerName));
-        RefactorResult result;
-        result.success = false;
-        result.errorMessage = QString("No provider found with name: %1").arg(providerName);
-        emit refactoringCompleted(result);
-        return;
-    }
-
-    const auto templateName = settings.caTemplate();
-    auto promptTemplate = promptManager.getChatTemplateByName(templateName);
-
-    if (!promptTemplate) {
-        LOG_MESSAGE(QString("No template found with name: %1").arg(templateName));
-        RefactorResult result;
-        result.success = false;
-        result.errorMessage = QString("No template found with name: %1").arg(templateName);
-        emit refactoringCompleted(result);
-        return;
-    }
-
-    LLMCore::LLMConfig config;
-    config.requestType = LLMCore::RequestType::Chat;
-    config.provider = provider;
-    config.promptTemplate = promptTemplate;
-    config.url = QString("%1%2").arg(settings.caUrl(), provider->chatEndpoint());
-    config.providerRequest
-        = {{"model", settings.caModel()}, {"stream", Settings::chatAssistantSettings().stream()}};
-    config.apiKey = provider->apiKey();
-
-    LLMCore::ContextData context = prepareContext(editor, range, instructions);
-
-    provider
-        ->prepareRequest(config.providerRequest, promptTemplate, context, LLMCore::RequestType::Chat);
-
-    QString requestId = QUuid::createUuid().toString();
-    m_lastRequestId = requestId;
-    QJsonObject request{{"id", requestId}};
-
-    m_isRefactoringInProgress = true;
-
-    m_requestHandler->sendLLMRequest(config, request);
-}
-
-LLMCore::ContextData QuickRefactorHandler::prepareContext(
-    TextEditor::TextEditorWidget *editor,
-    const Utils::Text::Range &range,
-    const QString &instructions)
-{
-    LLMCore::ContextData context;
-
-    auto textDocument = editor->textDocument();
-    Context::DocumentReaderQtCreator documentReader;
-    auto documentInfo = documentReader.readDocument(textDocument->filePath().toUrlishString());
-
-    if (!documentInfo.document) {
-        LOG_MESSAGE("Error: Document is not available");
-        return context;
-    }
-
-    QTextCursor cursor = editor->textCursor();
-    int cursorPos = cursor.position();
-
-    // TODO add selecting content before and after cursor/selection
-    QString fullContent = documentInfo.document->toPlainText();
-    QString taggedContent = fullContent;
-
-    if (cursor.hasSelection()) {
-        int selEnd = cursor.selectionEnd();
-        int selStart = cursor.selectionStart();
-        taggedContent
-            .insert(selEnd, selEnd == cursorPos ? "<selection_end><cursor>" : "<selection_end>");
-        taggedContent.insert(
-            selStart, selStart == cursorPos ? "<cursor><selection_start>" : "<selection_start>");
-    } else {
-        taggedContent.insert(cursorPos, "<cursor>");
-    }
-
-    QString systemPrompt = Settings::codeCompletionSettings().quickRefactorSystemPrompt();
-    systemPrompt += "\n\nFile information:";
-    systemPrompt += "\nLanguage: " + documentInfo.mimeType;
-    systemPrompt += "\nFile path: " + documentInfo.filePath;
-
-    systemPrompt += "\n\nCode context with position markers:";
-    systemPrompt += taggedContent;
-
-    systemPrompt += "\n\nOutput format:";
-    systemPrompt += "\n- Generate ONLY the code that should replace the current selection "
-                    "between<selection_start><selection_end> or be "
-                    "inserted at cursor position<cursor>";
-    systemPrompt += "\n- Do not include any explanations, comments about the code, or markdown "
-                    "code block markers";
-    systemPrompt += "\n- The output should be ready to insert directly into the editor";
-    systemPrompt += "\n- Follow the existing code style and indentation patterns";
-
-    if (Settings::codeCompletionSettings().useOpenFilesInQuickRefactor()) {
-        systemPrompt += "\n\n" + m_contextManager.openedFilesContext({documentInfo.filePath});
-    }
-
-    context.systemPrompt = systemPrompt;
-
-    QVector<LLMCore::Message> messages;
-    messages.append(
-        {"user",
-         instructions.isEmpty() ? "Refactor the code to improve its quality and maintainability."
-                                : instructions});
-    context.history = messages;
-
-    return context;
-}
-
-void QuickRefactorHandler::handleLLMResponse(
-    const QString &response, const QJsonObject &request, bool isComplete)
-{
-    if (request["id"].toString() != m_lastRequestId) {
-        return;
-    }
-
-    if (isComplete) {
-        QString cleanedResponse = response.trimmed();
-        if (cleanedResponse.startsWith("```")) {
-            int firstNewLine = cleanedResponse.indexOf('\n');
-            int lastFence = cleanedResponse.lastIndexOf("```");
-
-            if (firstNewLine != -1 && lastFence > firstNewLine) {
-                cleanedResponse
-                    = cleanedResponse.mid(firstNewLine + 1, lastFence - firstNewLine - 1).trimmed();
-            } else if (lastFence != -1) {
-                cleanedResponse = cleanedResponse.mid(3, lastFence - 3).trimmed();
-            }
-        }
-
-        RefactorResult result;
-        result.newText = cleanedResponse;
-        result.insertRange = m_currentRange;
-        result.success = true;
-
-        LOG_MESSAGE("Refactoring completed successfully. New code to insert: ");
-        LOG_MESSAGE("---------- BEGIN REFACTORED CODE ----------");
-        LOG_MESSAGE(cleanedResponse);
-        LOG_MESSAGE("----------- END REFACTORED CODE -----------");
-
-        emit refactoringCompleted(result);
-    }
-}
-
-void QuickRefactorHandler::cancelRequest()
-{
-    if (m_isRefactoringInProgress) {
-        m_requestHandler->cancelRequest(m_lastRequestId);
-        m_isRefactoringInProgress = false;
-
-        RefactorResult result;
-        result.success = false;
-        result.errorMessage = "Refactoring request was cancelled";
-        emit refactoringCompleted(result);
-    }
-}
-
-} // namespace QodeAssist

QuickRefactorHandler.hpp

@@ -1,77 +0,0 @@
-/*
- * Copyright (C) 2025 Petr Mironychev
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#pragma once
-
-#include <QJsonObject>
-#include <QObject>
-
-#include <texteditor/texteditor.h>
-#include <utils/textutils.h>
-
-#include <context/ContextManager.hpp>
-#include <context/IDocumentReader.hpp>
-#include <llmcore/RequestHandler.hpp>
-
-namespace QodeAssist {
-
-struct RefactorResult
-{
-    QString newText;
-    Utils::Text::Range insertRange;
-    bool success;
-    QString errorMessage;
-};
-
-class QuickRefactorHandler : public QObject
-{
-    Q_OBJECT
-
-public:
-    explicit QuickRefactorHandler(QObject *parent = nullptr);
-    ~QuickRefactorHandler() override;
-
-    void sendRefactorRequest(TextEditor::TextEditorWidget *editor, const QString &instructions);
-
-    void cancelRequest();
-
-signals:
-    void refactoringCompleted(const QodeAssist::RefactorResult &result);
-
-private:
-    void prepareAndSendRequest(
-        TextEditor::TextEditorWidget *editor,
-        const QString &instructions,
-        const Utils::Text::Range &range);
-
-    void handleLLMResponse(const QString &response, const QJsonObject &request, bool isComplete);
-    LLMCore::ContextData prepareContext(
-        TextEditor::TextEditorWidget *editor,
-        const Utils::Text::Range &range,
-        const QString &instructions);
-
-    LLMCore::RequestHandler *m_requestHandler;
-    TextEditor::TextEditorWidget *m_currentEditor;
-    Utils::Text::Range m_currentRange;
-    bool m_isRefactoringInProgress;
-    QString m_lastRequestId;
-    Context::ContextManager m_contextManager;
-};
-
-} // namespace QodeAssist

README.md

@@ -2,7 +2,7 @@
 [![Build plugin](https://github.com/Palm1r/QodeAssist/actions/workflows/build_cmake.yml/badge.svg?branch=main)](https://github.com/Palm1r/QodeAssist/actions/workflows/build_cmake.yml)
 ![GitHub Downloads (all assets, all releases)](https://img.shields.io/github/downloads/Palm1r/QodeAssist/total?color=41%2C173%2C71)
 ![GitHub Tag](https://img.shields.io/github/v/tag/Palm1r/QodeAssist)
-![Static Badge](https://img.shields.io/badge/QtCreator-16.0.1-brightgreen)
+![Static Badge](https://img.shields.io/badge/QtCreator-15.0.1-brightgreen)
 [![](https://dcbadge.limes.pink/api/server/BGMkUsXUgf?style=flat)](https://discord.gg/BGMkUsXUgf)
 
 ![qodeassist-icon](https://github.com/user-attachments/assets/dc336712-83cb-440d-8761-8d0a31de898d) QodeAssist is an AI-powered coding assistant plugin for Qt Creator. It provides intelligent code completion and suggestions for C++ and QML, leveraging large language models through local providers like Ollama. Enhance your coding productivity with context-aware AI assistance directly in your Qt development environment.
@@ -13,30 +13,34 @@
 > - The QodeAssist developer bears no responsibility for any charges incurred
 > - Please carefully review the provider's pricing and your account settings before use
 
+⚠️ **Commercial Support and Custom Development**
+> The QodeAssist developer offers commercial services for:
+> - Adapting the plugin for specific Qt Creator versions
+> - Custom development for particular operating systems
+> - Integration with specific language models
+> - Implementing custom features and modifications
+>
+> For commercial inquiries, please contact: qodeassist.dev@pm.me
+
 ## Table of Contents
 1. [Overview](#overview)
 2. [Install plugin to QtCreator](#install-plugin-to-qtcreator)
 3. [Configure for Anthropic Claude](#configure-for-anthropic-claude)
 4. [Configure for OpenAI](#configure-for-openai)
-5. [Configure for Mistral AI](#configure-for-mistral-ai)
-6. [Configure for Google AI](#configure-for-google-ai)
-7. [Configure for Ollama](#configure-for-ollama)
-8. [Configure for llama.cpp](#configure-for-llamacpp)
-9. [System Prompt Configuration](#system-prompt-configuration)
-10. [File Context Features](#file-context-features)
-11. [QtCreator Version Compatibility](#qtcreator-version-compatibility)
-12. [Development Progress](#development-progress)
-13. [Hotkeys](#hotkeys)
-14. [Ignoring Files](#ignoring-files)
-14. [Troubleshooting](#troubleshooting)
-15. [Support the Development](#support-the-development-of-qodeassist)
-16. [How to Build](#how-to-build)
+5. [Configure for using Ollama](#configure-for-using-ollama)
+6. [System Prompt Configuration](#system-prompt-configuration)
+7. [File Context Features](#file-context-features)
+8. [Template-Model Compatibility](#template-model-compatibility)
+9. [QtCreator Version Compatibility](#qtcreator-version-compatibility)
+10. [Development Progress](#development-progress)
+11. [Hotkeys](#hotkeys)
+12. [Troubleshooting](#troubleshooting)
+13. [Support the Development](#support-the-development-of-qodeassist)
+14. [How to Build](#how-to-build)
 
 ## Overview
 
 - AI-powered code completion
-  - Sharing IDE opened files with model context (disabled by default, need enable in settings)
-  - Quick refactor code via fast chat command and opened files
 - Chat functionality:
   - Side and Bottom panels
   - Chat history autosave and restore
@@ -46,28 +50,19 @@
   - Automatic syncing with open editor files (optional)
 - Support for multiple LLM providers:
   - Ollama
-  - llama.cpp
   - OpenAI
   - Anthropic Claude
   - LM Studio
-  - Mistral AI
-  - Google AI
-  - OpenAI-compatible providers(eg. llama.cpp, https://openrouter.ai)
+  - OpenAI-compatible providers(eg. https://openrouter.ai)
 - Extensive library of model-specific templates
+- Custom template support
 - Easy configuration and model selection
 
-Join our Discord Community: Have questions or want to discuss QodeAssist? Join our [Discord server](https://discord.gg/BGMkUsXUgf) to connect with other users and get support!
-
 <details>
   <summary>Code completion: (click to expand)</summary>
   <img src="https://github.com/user-attachments/assets/255a52f1-5cc0-4ca3-b05c-c4cf9cdbe25a" width="600" alt="QodeAssistPreview">
 </details>
 
-<details>
-  <summary>Quick refactor in code: (click to expand)</summary>
-  <img src="https://github.com/user-attachments/assets/4a9092e0-429f-41eb-8723-cbb202fd0a8c" width="600" alt="QodeAssistPreview">
-</details>
-
 <details>
   <summary>Multiline Code completion: (click to expand)</summary>
   <img src="https://github.com/user-attachments/assets/c18dfbd2-8c54-4a7b-90d1-66e3bb51adb0" width="600" alt="QodeAssistPreview">
@@ -92,8 +87,6 @@ Join our Discord Community: Have questions or want to discuss QodeAssist? Join o
 1. Install Latest Qt Creator
 2. Download the QodeAssist plugin for your Qt Creator
    - Remove old version plugin if already was installed
-      - on macOS for QtCreator 16: ~/Library/Application Support/QtProject/Qt Creator/plugins/16.0.0/petrmironychev.qodeassist
-      - on windows for QtCreator 16: C:\Users\<user>\AppData\Local\QtProject\qtcreator\plugins\16.0.0\petrmironychev.qodeassist\lib\qtcreator\plugins  
 3. Launch Qt Creator and install the plugin:
    - Go to: 
      - MacOS: Qt Creator -> About Plugins...
@@ -127,33 +120,7 @@ Join our Discord Community: Have questions or want to discuss QodeAssist? Join o
   <img width="829" alt="OpenAI Settings" src="https://github.com/user-attachments/assets/4716f790-6159-44d0-a8f4-565ccb6eb713" />
 </details>
 
-## Configure for Mistral AI
-1. Open Qt Creator settings and navigate to the QodeAssist section
-2. Go to Provider Settings tab and configure Mistral AI api key
-3. Return to General tab and configure:
-   - Set "Mistral AI" as the provider for code completion or/and chat assistant
-   - Set the OpenAI URL (https://api.mistral.ai)
-   - Select your preferred model (e.g., mistral-large-latest)
-   - Choose the Mistral AI template for code completion or/and chat
-<details>
-  <summary>Example of Mistral AI settings: (click to expand)</summary>
-  <img width="829" alt="Mistral AI Settings" src="https://github.com/user-attachments/assets/1c5ed13b-a29b-43f7-b33f-2e05fdea540c" />
-</details>
-
-## Configure for Google AI
-1. Open Qt Creator settings and navigate to the QodeAssist section
-2. Go to Provider Settings tab and configure Google AI api key
-3. Return to General tab and configure:
-   - Set "Google AI" as the provider for code completion or/and chat assistant
-   - Set the OpenAI URL (https://generativelanguage.googleapis.com/v1beta)
-   - Select your preferred model (e.g., gemini-2.0-flash)
-   - Choose the Google AI template
-<details>
-  <summary>Example of Google AI settings: (click to expand)</summary>
-  <img width="829" alt="Google AI Settings" src="https://github.com/user-attachments/assets/046ede65-a94d-496c-bc6c-41f3750be12a" />
-</details>
-
-## Configure for Ollama
+## Configure for using Ollama
 
 1. Install [Ollama](https://ollama.com). Make sure to review the system requirements before installation.
 2. Install a language models in Ollama via terminal. For example, you can run:
@@ -186,18 +153,6 @@ You're all set! QodeAssist is now ready to use in Qt Creator.
   <img width="824" alt="Ollama Settings" src="https://github.com/user-attachments/assets/ed64e03a-a923-467a-aa44-4f790e315b53" />
 </details>
 
-## Configure for llama.cpp
-1. Open Qt Creator settings and navigate to the QodeAssist section
-2. Go to General tab and configure:
-   - Set "llama.cpp" as the provider for code completion or/and chat assistant
-   - Set the llama.cpp URL (e.g. http://localhost:8080)
-   - Fill in model name
-   - Choose template for model(e.g. llama.cpp FIM for any model with FIM support)
-<details>
-  <summary>Example of llama.cpp settings: (click to expand)</summary>
-  <img width="829" alt="llama.cpp Settings" src="https://github.com/user-attachments/assets/8c75602c-60f3-49ed-a7a9-d3c972061ea2" />
-</details>
-
 ## System Prompt Configuration
 
 The plugin comes with default system prompts optimized for chat and instruct models, as these currently provide better results for code assistance. If you prefer using FIM (Fill-in-Middle) models, you can easily customize the system prompt in the settings.
@@ -235,11 +190,25 @@ Linked files provide persistent context throughout the conversation:
   - Supports automatic syncing with open editor files (can be enabled in settings)
   - Files can be added/removed at any time during the conversation
 
+## Template-Model Compatibility
+
+| Template | Compatible Models | Purpose |
+|----------|------------------|----------|
+| CodeLlama FIM | `codellama:code` | Code completion |
+| DeepSeekCoder FIM | `deepseek-coder-v2`, `deepseek-v2.5` | Code completion |
+| Ollama Auto FIM | `Any Ollama base/fim models` | Code completion |
+| Qwen FIM | `Qwen 2.5 models(exclude instruct)` | Code completion |
+| StarCoder2 FIM | `starcoder2 base model` | Code completion |
+| Alpaca | `starcoder2:instruct` | Chat assistance |
+| Basic Chat| `Messages without tokens` | Chat assistance |
+| ChatML | `Qwen 2.5 models(exclude base models)` | Chat assistance |
+| Llama2 | `llama2 model family`, `codellama:instruct` | Chat assistance |
+| Llama3 | `llama3 model family` | Chat assistance |
+| Ollama Auto Chat | `Any Ollama chat/instruct models` | Chat assistance |
+
 ## QtCreator Version Compatibility
 
-- QtCreator 16.0.1 - 0.5.7 - 0.x.x
-- QtCreator 16.0.0 - 0.5.2 - 0.5.6
-- QtCreator 15.0.1 - 0.4.8 - 0.5.1
+- QtCreator 15.0.1 - 0.4.8 - 0.4.x
 - QtCreator 15.0.0 - 0.4.0 - 0.4.7 
 - QtCreator 14.0.2 - 0.2.3 - 0.3.x 
 - QtCreator 14.0.1 - 0.2.2 plugin version and below
@@ -258,49 +227,8 @@ Linked files provide persistent context throughout the conversation:
 - To call manual request to suggestion, you can use or change it in settings
     - on Mac: Option + Command + Q
     - on Windows: Ctrl + Alt + Q
-    - on Linux with KDE Plasma: Ctrl + Alt + Q
 - To insert the full suggestion, you can use the TAB key
 - To insert word of suggistion, you can use Alt + Right Arrow for Win/Lin, or Option + Right Arrow for Mac
-- To call Quick Refactor dialog, select some code or place cursor and press
-    - on Mac: Option + Command + R
-    - on Windows: Ctrl + Alt + R
-    - on Linux with KDE Plasma: Ctrl + Alt + R
-
-## Ignoring Files
-QodeAssist supports the ability to ignore files in context using a .qodeassistignore file. This allows you to exclude specific files from the context during code completion and in the chat assistant, which is especially useful for large projects.
-
-### How to Use .qodeassistignore
-- Create a .qodeassistignore file in the root directory of your project near CMakeLists.txt or pro.
-- Add patterns for files and directories that should be excluded from the context.
-- QodeAssist will automatically detect this file and apply the exclusion rules.
-
-### .qodeassistignore File Format
-The file format is similar to .gitignore:
-- Each pattern is written on a separate line
-- Empty lines are ignored
-- Lines starting with # are considered comments
-- Standard wildcards work the same as in .gitignore
-- To negate a pattern, use ! at the beginning of the line
-```
-# Ignore all files in the build directory
-build/
-
-# Ignore all temporary files
-*.tmp
-*.temp
-
-# Ignore all files with .log extension
-*.log
-
-# Ignore a specific file
-src/generated/autogen.cpp
-
-# Ignore nested directories
-**/node_modules/
-
-# Negation - DO NOT ignore this file
-!src/important.cpp
-```
     
 ## Troubleshooting
 
@@ -311,14 +239,17 @@ If QodeAssist is having problems connecting to the LLM provider, please check th
     - For Ollama, the default is usually http://localhost:11434
     - For LM Studio, the default is usually http://localhost:1234
 
-2. Confirm that the selected model and template are compatible:
+2. Check the endpoint:
+
+Make sure the endpoint in the settings matches the one required by your provider
+    - For Ollama, it should be /api/generate
+    - For LM Studio and OpenAI compatible providers, it's usually /v1/chat/completions
+
+3. Confirm that the selected model and template are compatible:
 
 Ensure you've chosen the correct model in the "Select Models" option
 Verify that the selected prompt template matches the model you're using
 
-3. On Linux the prebuilt binaries support only ubuntu 22.04+ or simililliar os. 
-If you need compatiblity with another os, you have to build manualy. our experiments and resolution you can check here: https://github.com/Palm1r/QodeAssist/issues/48
-
 If you're still experiencing issues with QodeAssist, you can try resetting the settings to their default values:
 1. Open Qt Creator settings
 2. Navigate to the "Qode Assist" tab

UpdateStatusWidget.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -52,10 +52,10 @@ void UpdateStatusWidget::setDefaultAction(QAction *action)
 
 void UpdateStatusWidget::showUpdateAvailable(const QString &version)
 {
-    m_versionLabel->setText(tr("New version: v%1").arg(version));
+    m_versionLabel->setText(tr("new version: v%1").arg(version));
     m_versionLabel->setVisible(true);
     m_updateButton->setVisible(true);
-    m_updateButton->setToolTip(tr("Check update information"));
+    m_updateButton->setToolTip(tr("Update QodeAssist to version %1").arg(version));
 }
 
 void UpdateStatusWidget::hideUpdateInfo()

UpdateStatusWidget.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

Version.hpp

@@ -1,28 +0,0 @@
-/*
- * Copyright (C) 2025 Povilas Kanapickas <povilas@radix.lt>
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#pragma once
-
-#include <QtGlobal>
-
-#define QODEASSIST_QT_CREATOR_VERSION \
-    QT_VERSION_CHECK( \
-        QODEASSIST_QT_CREATOR_VERSION_MAJOR, \
-        QODEASSIST_QT_CREATOR_VERSION_MINOR, \
-        QODEASSIST_QT_CREATOR_VERSION_PATCH)

chat/ChatOutputPane.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

chat/ChatOutputPane.h

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

chat/NavigationPanel.cpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -23,15 +23,16 @@
 
 namespace QodeAssist::Chat {
 
-NavigationPanel::NavigationPanel()
-{
+NavigationPanel::NavigationPanel() {
     setDisplayName(tr("QodeAssist Chat"));
     setPriority(500);
     setId("QodeAssistChat");
     setActivationSequence(QKeySequence(Qt::CTRL | Qt::ALT | Qt::Key_C));
 }
 
-NavigationPanel::~NavigationPanel() {}
+NavigationPanel::~NavigationPanel()
+{
+}
 
 Core::NavigationView NavigationPanel::createWidget()
 {
@@ -41,4 +42,4 @@ Core::NavigationView NavigationPanel::createWidget()
     return view;
 }
 
-} // namespace QodeAssist::Chat
+}

chat/NavigationPanel.hpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -19,8 +19,8 @@
 
 #pragma once
 
-#include <coreplugin/inavigationwidgetfactory.h>
 #include <QObject>
+#include <coreplugin/inavigationwidgetfactory.h>
 
 namespace QodeAssist::Chat {
 
@@ -34,4 +34,4 @@ public:
     Core::NavigationView createWidget() override;
 };
 
-} // namespace QodeAssist::Chat
+}

context/CMakeLists.txt

@@ -3,17 +3,22 @@ add_library(Context STATIC
     ChangesManager.h ChangesManager.cpp
     ContextManager.hpp ContextManager.cpp
     ContentFile.hpp
-    DocumentReaderQtCreator.hpp
-    IDocumentReader.hpp
     TokenUtils.hpp TokenUtils.cpp
     ProgrammingLanguage.hpp ProgrammingLanguage.cpp
-    IContextManager.hpp
-    IgnoreManager.hpp IgnoreManager.cpp
+    RAGManager.hpp RAGManager.cpp
+    RAGStorage.hpp RAGStorage.cpp
+    RAGData.hpp
+    RAGVectorizer.hpp RAGVectorizer.cpp
+    RAGSimilaritySearch.hpp RAGSimilaritySearch.cpp
+    RAGPreprocessor.hpp RAGPreprocessor.cpp
+    EnhancedRAGSimilaritySearch.hpp EnhancedRAGSimilaritySearch.cpp
+    FileChunker.hpp FileChunker.cpp
 )
 
 target_link_libraries(Context
     PUBLIC
     Qt::Core
+    Qt::Sql
     QtCreator::Core
     QtCreator::TextEditor
     QtCreator::Utils

context/ChangesManager.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -30,12 +30,17 @@ ChangesManager &ChangesManager::instance()
 
 ChangesManager::ChangesManager()
     : QObject(nullptr)
-{}
+{
+}
 
-ChangesManager::~ChangesManager() {}
+ChangesManager::~ChangesManager()
+{
+}
 
-void ChangesManager::addChange(
-    TextEditor::TextDocument *document, int position, int charsRemoved, int charsAdded)
+void ChangesManager::addChange(TextEditor::TextDocument *document,
+                               int position,
+                               int charsRemoved,
+                               int charsAdded)
 {
     auto &documentQueue = m_documentChanges[document];
 
@@ -46,10 +51,9 @@ void ChangesManager::addChange(
 
     ChangeInfo change{fileName, lineNumber, lineContent};
 
-    auto it
-        = std::find_if(documentQueue.begin(), documentQueue.end(), [lineNumber](const ChangeInfo &c) {
-              return c.lineNumber == lineNumber;
-          });
+    auto it = std::find_if(documentQueue.begin(),
+                           documentQueue.end(),
+                           [lineNumber](const ChangeInfo &c) { return c.lineNumber == lineNumber; });
 
     if (it != documentQueue.end()) {
         it->lineContent = lineContent;

context/ChangesManager.h

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -19,11 +19,11 @@
 
 #pragma once
 
-#include <texteditor/textdocument.h>
 #include <QDateTime>
 #include <QHash>
 #include <QQueue>
 #include <QTimer>
+#include <texteditor/textdocument.h>
 
 namespace QodeAssist::Context {
 
@@ -41,8 +41,10 @@ public:
 
     static ChangesManager &instance();
 
-    void addChange(
-        TextEditor::TextDocument *document, int position, int charsRemoved, int charsAdded);
+    void addChange(TextEditor::TextDocument *document,
+                   int position,
+                   int charsRemoved,
+                   int charsAdded);
     QString getRecentChangesContext(const TextEditor::TextDocument *currentDocument) const;
 
 private:

context/ContentFile.hpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

context/ContextManager.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -21,23 +21,23 @@
 
 #include <QFile>
 #include <QFileInfo>
-#include <QJsonObject>
 #include <QTextStream>
 
-#include "settings/GeneralSettings.hpp"
-#include <coreplugin/editormanager/editormanager.h>
 #include <projectexplorer/project.h>
-#include <projectexplorer/projectmanager.h>
 #include <projectexplorer/projectnodes.h>
-#include <texteditor/textdocument.h>
 
-#include "Logger.hpp"
+#include "FileChunker.hpp"
 
 namespace QodeAssist::Context {
 
+ContextManager &ContextManager::instance()
+{
+    static ContextManager manager;
+    return manager;
+}
+
 ContextManager::ContextManager(QObject *parent)
     : QObject(parent)
-    , m_ignoreManager(new IgnoreManager(this))
 {}
 
 QString ContextManager::readFile(const QString &filePath) const
@@ -54,19 +54,51 @@ QList<ContentFile> ContextManager::getContentFiles(const QStringList &filePaths)
 {
     QList<ContentFile> files;
     for (const QString &path : filePaths) {
-        auto project = ProjectExplorer::ProjectManager::projectForFile(
-            Utils::FilePath::fromString(path));
-        if (project && m_ignoreManager->shouldIgnore(path, project)) {
-            LOG_MESSAGE(QString("Ignoring file in context due to .qodeassistignore: %1").arg(path));
-            continue;
-        }
-
         ContentFile contentFile = createContentFile(path);
         files.append(contentFile);
     }
     return files;
 }
 
+ContentFile ContextManager::createContentFile(const QString &filePath) const
+{
+    ContentFile contentFile;
+    QFileInfo fileInfo(filePath);
+    contentFile.filename = fileInfo.fileName();
+    contentFile.content = readFile(filePath);
+    return contentFile;
+}
+
+bool ContextManager::isInBuildDirectory(const QString &filePath) const
+{
+    static const QStringList buildDirPatterns
+        = {QString(QDir::separator()) + QLatin1String("build") + QDir::separator(),
+           QString(QDir::separator()) + QLatin1String("Build") + QDir::separator(),
+           QString(QDir::separator()) + QLatin1String("BUILD") + QDir::separator(),
+           QString(QDir::separator()) + QLatin1String("debug") + QDir::separator(),
+           QString(QDir::separator()) + QLatin1String("Debug") + QDir::separator(),
+           QString(QDir::separator()) + QLatin1String("DEBUG") + QDir::separator(),
+           QString(QDir::separator()) + QLatin1String("release") + QDir::separator(),
+           QString(QDir::separator()) + QLatin1String("Release") + QDir::separator(),
+           QString(QDir::separator()) + QLatin1String("RELEASE") + QDir::separator(),
+           QString(QDir::separator()) + QLatin1String("builds") + QDir::separator()};
+
+    // Нормализуем путь
+    QString normalizedPath = QDir::fromNativeSeparators(filePath);
+
+    // Проверяем, содержит ли путь паттерны build-директории
+    for (const QString &pattern : buildDirPatterns) {
+        // Сравниваем с нормализованным паттерном
+        QString normalizedPattern = QDir::fromNativeSeparators(pattern);
+        if (normalizedPath.contains(normalizedPattern)) {
+            qDebug() << "Skipping build file:" << filePath;
+            return true;
+        }
+    }
+
+    return false;
+}
+
 QStringList ContextManager::getProjectSourceFiles(ProjectExplorer::Project *project) const
 {
     QStringList sourceFiles;
@@ -79,8 +111,11 @@ QStringList ContextManager::getProjectSourceFiles(ProjectExplorer::Project *proj
 
     projectNode->forEachNode(
         [&sourceFiles, this](ProjectExplorer::FileNode *fileNode) {
-            if (fileNode /*&& shouldProcessFile(fileNode->filePath().toString())*/) {
-                sourceFiles.append(fileNode->filePath().toUrlishString());
+            if (fileNode) {
+                QString filePath = fileNode->filePath().toString();
+                if (shouldProcessFile(filePath) && !isInBuildDirectory(filePath)) {
+                    sourceFiles.append(filePath);
+                }
             }
         },
         nullptr);
@@ -88,98 +123,54 @@ QStringList ContextManager::getProjectSourceFiles(ProjectExplorer::Project *proj
     return sourceFiles;
 }
 
-ContentFile ContextManager::createContentFile(const QString &filePath) const
+bool ContextManager::shouldProcessFile(const QString &filePath) const
 {
-    ContentFile contentFile;
+    static const QStringList supportedExtensions
+        = {"cpp", "hpp", "c", "h", "cc", "hh", "cxx", "hxx", "qml", "js", "py"};
+
     QFileInfo fileInfo(filePath);
-    contentFile.filename = fileInfo.fileName();
-    contentFile.content = readFile(filePath);
-    return contentFile;
+    return supportedExtensions.contains(fileInfo.suffix().toLower());
 }
 
-ProgrammingLanguage ContextManager::getDocumentLanguage(const DocumentInfo &documentInfo) const
+void ContextManager::testProjectChunks(
+    ProjectExplorer::Project *project, const FileChunker::ChunkingConfig &config)
 {
-    if (!documentInfo.document) {
-        LOG_MESSAGE("Error: Document is not available for" + documentInfo.filePath);
-        return Context::ProgrammingLanguage::Unknown;
+    if (!project) {
+        qDebug() << "No project provided";
+        return;
     }
 
-    return Context::ProgrammingLanguageUtils::fromMimeType(documentInfo.mimeType);
-}
+    qDebug() << "\nStarting test chunking for project:" << project->displayName();
 
-bool ContextManager::isSpecifyCompletion(const DocumentInfo &documentInfo) const
-{
-    const auto &generalSettings = Settings::generalSettings();
+    // Get source files
+    QStringList sourceFiles = getProjectSourceFiles(project);
+    qDebug() << "Found" << sourceFiles.size() << "source files";
 
-    Context::ProgrammingLanguage documentLanguage = getDocumentLanguage(documentInfo);
-    Context::ProgrammingLanguage preset1Language = Context::ProgrammingLanguageUtils::fromString(
-        generalSettings.preset1Language.displayForIndex(generalSettings.preset1Language()));
+    // Create chunker
+    auto chunker = new FileChunker(config, this);
 
-    return generalSettings.specifyPreset1() && documentLanguage == preset1Language;
-}
+    // Connect progress and error signals
+    connect(chunker, &FileChunker::progressUpdated, this, [](int processed, int total) {
+        qDebug() << "Progress:" << processed << "/" << total << "files";
+    });
 
-QList<QPair<QString, QString>> ContextManager::openedFiles(const QStringList excludeFiles) const
-{
-    auto documents = Core::DocumentModel::openedDocuments();
+    connect(chunker, &FileChunker::error, this, [](const QString &error) {
+        qDebug() << "Error:" << error;
+    });
 
-    QList<QPair<QString, QString>> files;
+    // Start chunking and handle results
+    auto future = chunker->chunkFiles(sourceFiles);
 
-    for (const auto *document : std::as_const(documents)) {
-        auto textDocument = qobject_cast<const TextEditor::TextDocument *>(document);
-        if (!textDocument)
-            continue;
+    // Используем QFutureWatcher для обработки результатов
+    auto watcher = new QFutureWatcher<QList<FileChunk>>(this);
 
-        auto filePath = textDocument->filePath().toUrlishString();
+    connect(watcher, &QFutureWatcher<QList<FileChunk>>::finished, this, [watcher, chunker]() {
+        // Очистка
+        watcher->deleteLater();
+        chunker->deleteLater();
+    });
 
-        auto project = ProjectExplorer::ProjectManager::projectForFile(textDocument->filePath());
-        if (project && m_ignoreManager->shouldIgnore(filePath, project)) {
-            LOG_MESSAGE(
-                QString("Ignoring file in context due to .qodeassistignore: %1").arg(filePath));
-            continue;
-        }
-
-        if (!excludeFiles.contains(filePath)) {
-            files.append({filePath, textDocument->plainText()});
-        }
-    }
-
-    return files;
-}
-
-QString ContextManager::openedFilesContext(const QStringList excludeFiles)
-{
-    QString context = "User files context:\n";
-
-    auto documents = Core::DocumentModel::openedDocuments();
-
-    for (const auto *document : documents) {
-        auto textDocument = qobject_cast<const TextEditor::TextDocument *>(document);
-        if (!textDocument)
-            continue;
-
-        auto filePath = textDocument->filePath().toUrlishString();
-        if (excludeFiles.contains(filePath))
-            continue;
-
-        auto project = ProjectExplorer::ProjectManager::projectForFile(textDocument->filePath());
-        if (project && m_ignoreManager->shouldIgnore(filePath, project)) {
-            LOG_MESSAGE(
-                QString("Ignoring file in context due to .qodeassistignore: %1").arg(filePath));
-            continue;
-        }
-
-        context += QString("File: %1\n").arg(filePath);
-        context += textDocument->plainText();
-
-        context += "\n";
-    }
-
-    return context;
-}
-
-IgnoreManager *ContextManager::ignoreManager() const
-{
-    return m_ignoreManager;
+    watcher->setFuture(future);
 }
 
 } // namespace QodeAssist::Context

context/ContextManager.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -19,13 +19,12 @@
 
 #pragma once
 
+#include "ContentFile.hpp"
+
 #include <QObject>
 #include <QString>
 
-#include "ContentFile.hpp"
-#include "IContextManager.hpp"
-#include "IgnoreManager.hpp"
-#include "ProgrammingLanguage.hpp"
+#include "FileChunker.hpp"
 
 namespace ProjectExplorer {
 class Project;
@@ -33,28 +32,29 @@ class Project;
 
 namespace QodeAssist::Context {
 
-class ContextManager : public QObject, public IContextManager
+class ContextManager : public QObject
 {
     Q_OBJECT
 
 public:
-    explicit ContextManager(QObject *parent = nullptr);
-    ~ContextManager() override = default;
+    static ContextManager &instance();
 
-    QString readFile(const QString &filePath) const override;
-    QList<ContentFile> getContentFiles(const QStringList &filePaths) const override;
-    QStringList getProjectSourceFiles(ProjectExplorer::Project *project) const override;
-    ContentFile createContentFile(const QString &filePath) const override;
+    QString readFile(const QString &filePath) const;
+    QList<ContentFile> getContentFiles(const QStringList &filePaths) const;
+    QStringList getProjectSourceFiles(ProjectExplorer::Project *project) const;
 
-    ProgrammingLanguage getDocumentLanguage(const DocumentInfo &documentInfo) const override;
-    bool isSpecifyCompletion(const DocumentInfo &documentInfo) const override;
-    QList<QPair<QString, QString>> openedFiles(const QStringList excludeFiles = QStringList{}) const;
-    QString openedFilesContext(const QStringList excludeFiles = QStringList{});
-
-    IgnoreManager *ignoreManager() const;
+    void testProjectChunks(
+        ProjectExplorer::Project *project, const FileChunker::ChunkingConfig &config);
 
 private:
-    IgnoreManager *m_ignoreManager;
+    explicit ContextManager(QObject *parent = nullptr);
+    ~ContextManager() = default;
+    ContextManager(const ContextManager &) = delete;
+    ContextManager &operator=(const ContextManager &) = delete;
+
+    ContentFile createContentFile(const QString &filePath) const;
+    bool shouldProcessFile(const QString &filePath) const;
+    bool isInBuildDirectory(const QString &filePath) const;
 };
 
 } // namespace QodeAssist::Context

context/DocumentContextReader.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -19,9 +19,9 @@
 
 #include "DocumentContextReader.hpp"
 
-#include <languageserverprotocol/lsptypes.h>
 #include <QFileInfo>
 #include <QTextBlock>
+#include <languageserverprotocol/lsptypes.h>
 
 #include "CodeCompletionSettings.hpp"
 
@@ -41,18 +41,17 @@ const QRegularExpression &getNameRegex()
 
 const QRegularExpression &getCommentRegex()
 {
-    static const QRegularExpression commentRegex(
-        R"((/\*[\s\S]*?\*/|//.*$|#.*$|//{2,}[\s\S]*?//{2,}))", QRegularExpression::MultilineOption);
+    static const QRegularExpression
+        commentRegex(R"((/\*[\s\S]*?\*/|//.*$|#.*$|//{2,}[\s\S]*?//{2,}))",
+                     QRegularExpression::MultilineOption);
     return commentRegex;
 }
 
 namespace QodeAssist::Context {
 
-DocumentContextReader::DocumentContextReader(
-    QTextDocument *document, const QString &mimeType, const QString &filePath)
-    : m_document(document)
-    , m_mimeType(mimeType)
-    , m_filePath(filePath)
+DocumentContextReader::DocumentContextReader(TextEditor::TextDocument *textDocument)
+    : m_textDocument(textDocument)
+    , m_document(textDocument->document())
 {
     m_copyrightInfo = findCopyright();
 }
@@ -81,26 +80,26 @@ QString DocumentContextReader::getLineText(int lineNumber, int cursorPosition) c
     return QString();
 }
 
-QString DocumentContextReader::getContextBefore(
-    int lineNumber, int cursorPosition, int linesCount) const
+QString DocumentContextReader::getContextBefore(int lineNumber,
+                                                int cursorPosition,
+                                                int linesCount) const
 {
-    int startLine = lineNumber - linesCount + 1;
+    int effectiveStartLine;
     if (m_copyrightInfo.found) {
-        startLine = qMax(m_copyrightInfo.endLine + 1, startLine);
+        effectiveStartLine = qMax(m_copyrightInfo.endLine + 1, lineNumber - linesCount);
+    } else {
+        effectiveStartLine = qMax(0, lineNumber - linesCount);
     }
 
-    return getContextBetween(startLine, -1, lineNumber, cursorPosition);
+    return getContextBetween(effectiveStartLine, lineNumber, cursorPosition);
 }
 
-QString DocumentContextReader::getContextAfter(
-    int lineNumber, int cursorPosition, int linesCount) const
+QString DocumentContextReader::getContextAfter(int lineNumber,
+                                               int cursorPosition,
+                                               int linesCount) const
 {
-    int endLine = lineNumber + linesCount - 1;
-    if (m_copyrightInfo.found && m_copyrightInfo.endLine >= lineNumber) {
-        lineNumber = m_copyrightInfo.endLine + 1;
-        cursorPosition = -1;
-    }
-    return getContextBetween(lineNumber, cursorPosition, endLine, -1);
+    int endLine = qMin(m_document->blockCount() - 1, lineNumber + linesCount);
+    return getContextBetween(lineNumber + 1, endLine, cursorPosition);
 }
 
 QString DocumentContextReader::readWholeFileBefore(int lineNumber, int cursorPosition) const
@@ -110,26 +109,31 @@ QString DocumentContextReader::readWholeFileBefore(int lineNumber, int cursorPos
         startLine = m_copyrightInfo.endLine + 1;
     }
 
-    return getContextBetween(startLine, -1, lineNumber, cursorPosition);
+    startLine = qMin(startLine, lineNumber);
+
+    QString result = getContextBetween(startLine, lineNumber, cursorPosition);
+
+    return result;
 }
 
 QString DocumentContextReader::readWholeFileAfter(int lineNumber, int cursorPosition) const
 {
-    int endLine = m_document->blockCount() - 1;
-    if (m_copyrightInfo.found && m_copyrightInfo.endLine >= lineNumber) {
-        lineNumber = m_copyrightInfo.endLine + 1;
-        cursorPosition = -1;
-    }
-    return getContextBetween(lineNumber, cursorPosition, endLine, -1);
+    return getContextBetween(lineNumber, m_document->blockCount() - 1, cursorPosition);
 }
 
 QString DocumentContextReader::getLanguageAndFileInfo() const
 {
-    QString language = LanguageServerProtocol::TextDocumentItem::mimeTypeToLanguageId(m_mimeType);
-    QString fileExtension = QFileInfo(m_filePath).suffix();
+    if (!m_textDocument)
+        return QString();
+
+    QString language = LanguageServerProtocol::TextDocumentItem::mimeTypeToLanguageId(
+        m_textDocument->mimeType());
+    QString mimeType = m_textDocument->mimeType();
+    QString filePath = m_textDocument->filePath().toString();
+    QString fileExtension = QFileInfo(filePath).suffix();
 
     return QString("Language: %1 (MIME: %2) filepath: %3(%4)\n\n")
-        .arg(language, m_mimeType, m_filePath, fileExtension);
+        .arg(language, mimeType, filePath, fileExtension);
 }
 
 CopyrightInfo DocumentContextReader::findCopyright()
@@ -145,24 +149,9 @@ CopyrightInfo DocumentContextReader::findCopyright()
         QRegularExpressionMatch match = matchIterator.next();
         QString matchedText = match.captured().toLower();
 
-        bool hasCopyrightIndicator = matchedText.contains("copyright")
+        if (matchedText.contains("copyright") || matchedText.contains("(C)")
             || matchedText.contains("(c)") || matchedText.contains("©")
-                                     || matchedText.contains("copr.")
-                                     || matchedText.contains("all rights reserved")
-                                     || matchedText.contains("proprietary")
-                                     || matchedText.contains("licensed under")
-                                     || matchedText.contains("license:")
-                                     || matchedText.contains("gpl") || matchedText.contains("lgpl")
-                                     || matchedText.contains("mit license")
-                                     || matchedText.contains("apache license")
-                                     || matchedText.contains("bsd license")
-                                     || matchedText.contains("mozilla public license")
-                                     || matchedText.contains("copyleft");
-
-        bool hasYear = getYearRegex().match(matchedText).hasMatch();
-        bool hasName = getNameRegex().match(matchedText).hasMatch();
-
-        if ((hasCopyrightIndicator && (hasYear || hasName)) || (hasYear && hasName)) {
+            || getYearRegex().match(text).hasMatch() || getNameRegex().match(text).hasMatch()) {
             int startPos = match.capturedStart();
             int endPos = match.capturedEnd();
 
@@ -190,75 +179,21 @@ CopyrightInfo DocumentContextReader::findCopyright()
     return result;
 }
 
-QString DocumentContextReader::getContextBetween(
-    int startLine, int startCursorPosition, int endLine, int endCursorPosition) const
+QString DocumentContextReader::getContextBetween(int startLine,
+                                                 int endLine,
+                                                 int cursorPosition) const
 {
     QString context;
-
-    startLine = qMax(startLine, 0);
-    endLine = qMin(endLine, m_document->blockCount() - 1);
-
-    if (startLine > endLine) {
-        return context;
-    }
-
-    if (startLine == endLine) {
-        auto block = m_document->findBlockByNumber(startLine);
+    for (int i = startLine; i <= endLine; ++i) {
+        QTextBlock block = m_document->findBlockByNumber(i);
         if (!block.isValid()) {
-            return context;
+            break;
         }
-
-        auto text = block.text();
-
-        if (startCursorPosition < 0) {
-            startCursorPosition = 0;
-        }
-        if (endCursorPosition < 0) {
-            endCursorPosition = text.size();
-        }
-
-        if (startCursorPosition >= endCursorPosition) {
-            return context;
-        }
-
-        return text.mid(startCursorPosition, endCursorPosition - startCursorPosition);
-    }
-
-    // first line
-    {
-        auto block = m_document->findBlockByNumber(startLine);
-        if (!block.isValid()) {
-            return context;
-        }
-        auto text = block.text();
-        if (startCursorPosition < 0) {
-            context += text + "\n";
+        if (i == endLine) {
+            context += block.text().left(cursorPosition);
         } else {
-            context += text.right(text.size() - startCursorPosition) + "\n";
-        }
-    }
-
-    // intermediate lines, if any
-    for (int i = startLine + 1; i <= endLine - 1; ++i) {
-        auto block = m_document->findBlockByNumber(i);
-        if (!block.isValid()) {
-            return context;
-        }
             context += block.text() + "\n";
         }
-
-    // last line
-    {
-        auto block = m_document->findBlockByNumber(endLine);
-        if (!block.isValid()) {
-            return context;
-        }
-        auto text = block.text();
-        if (endCursorPosition < 0) {
-            context += text;
-        } else {
-            context += text.left(endCursorPosition);
-        }
     }
 
     return context;
@@ -269,31 +204,47 @@ CopyrightInfo DocumentContextReader::copyrightInfo() const
     return m_copyrightInfo;
 }
 
-LLMCore::ContextData DocumentContextReader::prepareContext(
-    int lineNumber, int cursorPosition, const Settings::CodeCompletionSettings &settings) const
+LLMCore::ContextData DocumentContextReader::prepareContext(int lineNumber, int cursorPosition) const
 {
-    QString contextBefore;
-    QString contextAfter;
-    if (settings.readFullFile()) {
-        contextBefore = readWholeFileBefore(lineNumber, cursorPosition);
-        contextAfter = readWholeFileAfter(lineNumber, cursorPosition);
-    } else {
-        // Note that readStrings{After,Before}Cursor include current line, but linesCount argument of
-        // getContext{After,Before} do not
-        contextBefore
-            = getContextBefore(lineNumber, cursorPosition, settings.readStringsBeforeCursor() + 1);
-        contextAfter
-            = getContextAfter(lineNumber, cursorPosition, settings.readStringsAfterCursor() + 1);
-    }
+    QString contextBefore = getContextBefore(lineNumber, cursorPosition);
+    QString contextAfter = getContextAfter(lineNumber, cursorPosition);
 
     QString fileContext;
+    if (Settings::codeCompletionSettings().useFilePathInContext())
         fileContext.append("\n ").append(getLanguageAndFileInfo());
 
-    if (settings.useProjectChangesCache())
-        fileContext.append("Recent Project Changes Context:\n ")
-            .append(ChangesManager::instance().getRecentChangesContext(m_textDocument));
+    if (Settings::codeCompletionSettings().useProjectChangesCache())
+        fileContext.append("\n ").append(
+            ChangesManager::instance().getRecentChangesContext(m_textDocument));
 
-    return {.prefix = contextBefore, .suffix = contextAfter, .fileContext = fileContext};
+    return {contextBefore, contextAfter, fileContext};
+}
+
+QString DocumentContextReader::getContextBefore(int lineNumber, int cursorPosition) const
+{
+    if (Settings::codeCompletionSettings().readFullFile()) {
+        return readWholeFileBefore(lineNumber, cursorPosition);
+    } else {
+        int effectiveStartLine;
+        int beforeCursor = Settings::codeCompletionSettings().readStringsBeforeCursor();
+        if (m_copyrightInfo.found) {
+            effectiveStartLine = qMax(m_copyrightInfo.endLine + 1, lineNumber - beforeCursor);
+        } else {
+            effectiveStartLine = qMax(0, lineNumber - beforeCursor);
+        }
+        return getContextBetween(effectiveStartLine, lineNumber, cursorPosition);
+    }
+}
+
+QString DocumentContextReader::getContextAfter(int lineNumber, int cursorPosition) const
+{
+    if (Settings::codeCompletionSettings().readFullFile()) {
+        return readWholeFileAfter(lineNumber, cursorPosition);
+    } else {
+        int endLine = qMin(m_document->blockCount() - 1,
+                           lineNumber + Settings::codeCompletionSettings().readStringsAfterCursor());
+        return getContextBetween(lineNumber + 1, endLine, -1);
+    }
 }
 
 } // namespace QodeAssist::Context

context/DocumentContextReader.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -23,7 +23,6 @@
 #include <QTextDocument>
 
 #include <llmcore/ContextData.hpp>
-#include <settings/CodeCompletionSettings.hpp>
 
 namespace QodeAssist::Context {
 
@@ -37,55 +36,28 @@ struct CopyrightInfo
 class DocumentContextReader
 {
 public:
-    DocumentContextReader(
-        QTextDocument *m_document, const QString &mimeType, const QString &filePath);
+    DocumentContextReader(TextEditor::TextDocument *textDocument);
 
     QString getLineText(int lineNumber, int cursorPosition = -1) const;
-
-    /**
-     * @brief Retrieves @c linesCount lines of context ending at @c lineNumber at
-     * @c cursorPosition in that line. The line at @c lineNumber is inclusive regardless of
-     * @c cursorPosition.
-     */
     QString getContextBefore(int lineNumber, int cursorPosition, int linesCount) const;
-
-    /**
-     * @brief Retrieves @c linesCount lines of context starting at @c lineNumber at
-     * @c cursorPosition in that line. The line at @c lineNumber is inclusive regardless of
-     * @c cursorPosition.
-     */
     QString getContextAfter(int lineNumber, int cursorPosition, int linesCount) const;
-
-    /**
-     * @brief Retrieves whole file ending at @c lineNumber at @c cursorPosition in that line.
-     */
     QString readWholeFileBefore(int lineNumber, int cursorPosition) const;
-
-    /**
-     * @brief Retrieves whole file starting at @c lineNumber at @c cursorPosition in that line.
-     */
     QString readWholeFileAfter(int lineNumber, int cursorPosition) const;
-
     QString getLanguageAndFileInfo() const;
     CopyrightInfo findCopyright();
-    QString getContextBetween(
-        int startLine, int startCursorPosition, int endLine, int endCursorPosition) const;
+    QString getContextBetween(int startLine, int endLine, int cursorPosition) const;
 
     CopyrightInfo copyrightInfo() const;
 
-    LLMCore::ContextData prepareContext(
-        int lineNumber, int cursorPosition, const Settings::CodeCompletionSettings &settings) const;
+    LLMCore::ContextData prepareContext(int lineNumber, int cursorPosition) const;
+
+private:
+    QString getContextBefore(int lineNumber, int cursorPosition) const;
+    QString getContextAfter(int lineNumber, int cursorPosition) const;
 
 private:
     TextEditor::TextDocument *m_textDocument;
     QTextDocument *m_document;
-    QString m_mimeType;
-    QString m_filePath;
-
-    // Used to omit copyright headers from context. If context would otherwise include copyright
-    // header it is excluded by deleting it from the returned context. This means, that the
-    // returned context may contain less information than requested. If the cursor is within copyright
-    // header, then the context may be empty if the context window is small.
     CopyrightInfo m_copyrightInfo;
 };
 

context/EnhancedRAGSimilaritySearch.cpp

@@ -0,0 +1,265 @@
+#include "EnhancedRAGSimilaritySearch.hpp"
+
+#include <QSet>
+
+namespace QodeAssist::Context {
+
+// Static regex getters
+const QRegularExpression &EnhancedRAGSimilaritySearch::getNamespaceRegex()
+{
+    static const QRegularExpression regex(R"(namespace\s+(?:\w+\s*::\s*)*\w+\s*\{)");
+    return regex;
+}
+
+const QRegularExpression &EnhancedRAGSimilaritySearch::getClassRegex()
+{
+    static const QRegularExpression regex(
+        R"((?:template\s*<[^>]*>\s*)?(?:class|struct)\s+(\w+)\s*(?:final\s*)?(?::\s*(?:public|protected|private)\s+\w+(?:\s*,\s*(?:public|protected|private)\s+\w+)*\s*)?{)");
+    return regex;
+}
+
+const QRegularExpression &EnhancedRAGSimilaritySearch::getFunctionRegex()
+{
+    static const QRegularExpression regex(
+        R"((?:virtual\s+)?(?:static\s+)?(?:inline\s+)?(?:explicit\s+)?(?:constexpr\s+)?(?:[\w:]+\s+)?(?:\w+\s*::\s*)*\w+\s*\([^)]*\)\s*(?:const\s*)?(?:noexcept\s*)?(?:override\s*)?(?:final\s*)?(?:=\s*0\s*)?(?:=\s*default\s*)?(?:=\s*delete\s*)?(?:\s*->.*?)?\s*{)");
+    return regex;
+}
+
+const QRegularExpression &EnhancedRAGSimilaritySearch::getTemplateRegex()
+{
+    static const QRegularExpression regex(R"(template\s*<[^>]*>\s*(?:class|struct|typename)\s+\w+)");
+    return regex;
+}
+
+// Cache getters
+QCache<QString, EnhancedRAGSimilaritySearch::SimilarityScore> &
+EnhancedRAGSimilaritySearch::getScoreCache()
+{
+    static QCache<QString, SimilarityScore> cache(1000); // Cache size of 1000 entries
+    return cache;
+}
+
+QCache<QString, QStringList> &EnhancedRAGSimilaritySearch::getStructureCache()
+{
+    static QCache<QString, QStringList> cache(500); // Cache size of 500 entries
+    return cache;
+}
+
+// Main public interface
+EnhancedRAGSimilaritySearch::SimilarityScore EnhancedRAGSimilaritySearch::calculateSimilarity(
+    const RAGVector &v1, const RAGVector &v2, const QString &code1, const QString &code2)
+{
+    // Generate cache key based on content hashes
+    QString cacheKey = QString("%1_%2").arg(qHash(code1)).arg(qHash(code2));
+
+    // Check cache first
+    auto &scoreCache = getScoreCache();
+    if (auto *cached = scoreCache.object(cacheKey)) {
+        return *cached;
+    }
+
+    // Calculate new similarity score
+    SimilarityScore score = calculateSimilarityInternal(v1, v2, code1, code2);
+
+    // Cache the result
+    scoreCache.insert(cacheKey, new SimilarityScore(score));
+
+    return score;
+}
+
+// Internal implementation
+EnhancedRAGSimilaritySearch::SimilarityScore EnhancedRAGSimilaritySearch::calculateSimilarityInternal(
+    const RAGVector &v1, const RAGVector &v2, const QString &code1, const QString &code2)
+{
+    if (v1.empty() || v2.empty()) {
+        LOG_MESSAGE("Warning: Empty vectors in similarity calculation");
+        return SimilarityScore(0.0f, 0.0f, 0.0f);
+    }
+
+    if (v1.size() != v2.size()) {
+        LOG_MESSAGE(QString("Vector size mismatch: %1 vs %2").arg(v1.size()).arg(v2.size()));
+        return SimilarityScore(0.0f, 0.0f, 0.0f);
+    }
+
+    // Calculate semantic similarity using vector embeddings
+    float semantic_similarity = 0.0f;
+
+#if defined(__SSE__) || defined(_M_X64) || defined(_M_AMD64)
+    if (v1.size() >= 4) { // Use SSE for vectors of 4 or more elements
+        semantic_similarity = calculateCosineSimilaritySSE(v1, v2);
+    } else {
+        semantic_similarity = calculateCosineSimilarity(v1, v2);
+    }
+#else
+    semantic_similarity = calculateCosineSimilarity(v1, v2);
+#endif
+
+    // If semantic similarity is very low, skip structural analysis
+    if (semantic_similarity < 0.0001f) {
+        return SimilarityScore(0.0f, 0.0f, 0.0f);
+    }
+
+    // Calculate structural similarity
+    float structural_similarity = calculateStructuralSimilarity(code1, code2);
+
+    // Calculate combined score with dynamic weights
+    float semantic_weight = 0.7f;
+    const int large_file_threshold = 10000;
+
+    if (code1.size() > large_file_threshold || code2.size() > large_file_threshold) {
+        semantic_weight = 0.8f; // Increase semantic weight for large files
+    }
+
+    float combined_score = semantic_weight * semantic_similarity
+                           + (1.0f - semantic_weight) * structural_similarity;
+
+    return SimilarityScore(semantic_similarity, structural_similarity, combined_score);
+}
+
+float EnhancedRAGSimilaritySearch::calculateCosineSimilarity(const RAGVector &v1, const RAGVector &v2)
+{
+    float dotProduct = 0.0f;
+    float norm1 = 0.0f;
+    float norm2 = 0.0f;
+
+    for (size_t i = 0; i < v1.size(); ++i) {
+        dotProduct += v1[i] * v2[i];
+        norm1 += v1[i] * v1[i];
+        norm2 += v2[i] * v2[i];
+    }
+
+    norm1 = std::sqrt(norm1);
+    norm2 = std::sqrt(norm2);
+
+    if (norm1 == 0.0f || norm2 == 0.0f) {
+        return 0.0f;
+    }
+
+    return dotProduct / (norm1 * norm2);
+}
+
+#if defined(__SSE__) || defined(_M_X64) || defined(_M_AMD64)
+float EnhancedRAGSimilaritySearch::calculateCosineSimilaritySSE(
+    const RAGVector &v1, const RAGVector &v2)
+{
+    const float *p1 = v1.data();
+    const float *p2 = v2.data();
+    const size_t size = v1.size();
+    const size_t alignedSize = size & ~3ULL; // Round down to multiple of 4
+
+    __m128 sum = _mm_setzero_ps();
+    __m128 norm1 = _mm_setzero_ps();
+    __m128 norm2 = _mm_setzero_ps();
+
+    // Process 4 elements at a time using SSE
+    for (size_t i = 0; i < alignedSize; i += 4) {
+        __m128 v1_vec = _mm_loadu_ps(p1 + i); // Use unaligned load for safety
+        __m128 v2_vec = _mm_loadu_ps(p2 + i);
+
+        sum = _mm_add_ps(sum, _mm_mul_ps(v1_vec, v2_vec));
+        norm1 = _mm_add_ps(norm1, _mm_mul_ps(v1_vec, v1_vec));
+        norm2 = _mm_add_ps(norm2, _mm_mul_ps(v2_vec, v2_vec));
+    }
+
+    float dotProduct = horizontalSum(sum);
+    float n1 = std::sqrt(horizontalSum(norm1));
+    float n2 = std::sqrt(horizontalSum(norm2));
+
+    // Process remaining elements
+    for (size_t i = alignedSize; i < size; ++i) {
+        dotProduct += v1[i] * v2[i];
+        n1 += v1[i] * v1[i];
+        n2 += v2[i] * v2[i];
+    }
+
+    if (n1 == 0.0f || n2 == 0.0f) {
+        return 0.0f;
+    }
+
+    return dotProduct / (std::sqrt(n1) * std::sqrt(n2));
+}
+
+float EnhancedRAGSimilaritySearch::horizontalSum(__m128 x)
+{
+    __m128 shuf = _mm_shuffle_ps(x, x, _MM_SHUFFLE(2, 3, 0, 1));
+    __m128 sums = _mm_add_ps(x, shuf);
+    shuf = _mm_movehl_ps(shuf, sums);
+    sums = _mm_add_ss(sums, shuf);
+    return _mm_cvtss_f32(sums);
+}
+#endif
+
+float EnhancedRAGSimilaritySearch::calculateStructuralSimilarity(
+    const QString &code1, const QString &code2)
+{
+    QStringList structures1 = extractStructures(code1);
+    QStringList structures2 = extractStructures(code2);
+
+    return calculateJaccardSimilarity(structures1, structures2);
+}
+
+QStringList EnhancedRAGSimilaritySearch::extractStructures(const QString &code)
+{
+    // Check cache first
+    auto &structureCache = getStructureCache();
+    QString cacheKey = QString::number(qHash(code));
+
+    if (auto *cached = structureCache.object(cacheKey)) {
+        return *cached;
+    }
+
+    QStringList structures;
+    structures.reserve(100); // Reserve space for typical file
+
+    // Extract namespaces
+    auto namespaceMatches = getNamespaceRegex().globalMatch(code);
+    while (namespaceMatches.hasNext()) {
+        structures.append(namespaceMatches.next().captured().trimmed());
+    }
+
+    // Extract classes
+    auto classMatches = getClassRegex().globalMatch(code);
+    while (classMatches.hasNext()) {
+        structures.append(classMatches.next().captured().trimmed());
+    }
+
+    // Extract functions
+    auto functionMatches = getFunctionRegex().globalMatch(code);
+    while (functionMatches.hasNext()) {
+        structures.append(functionMatches.next().captured().trimmed());
+    }
+
+    // Extract templates
+    auto templateMatches = getTemplateRegex().globalMatch(code);
+    while (templateMatches.hasNext()) {
+        structures.append(templateMatches.next().captured().trimmed());
+    }
+
+    // Cache the result
+    structureCache.insert(cacheKey, new QStringList(structures));
+
+    return structures;
+}
+
+float EnhancedRAGSimilaritySearch::calculateJaccardSimilarity(
+    const QStringList &set1, const QStringList &set2)
+{
+    if (set1.isEmpty() && set2.isEmpty()) {
+        return 1.0f; // Пустые множества считаем идентичными
+    }
+    if (set1.isEmpty() || set2.isEmpty()) {
+        return 0.0f;
+    }
+
+    QSet<QString> set1Unique = QSet<QString>(set1.begin(), set1.end());
+    QSet<QString> set2Unique = QSet<QString>(set2.begin(), set2.end());
+
+    QSet<QString> intersection = set1Unique;
+    intersection.intersect(set2Unique);
+
+    QSet<QString> union_set = set1Unique;
+    union_set.unite(set2Unique);
+
+    return static_cast<float>(intersection.size()) / union_set.size();
+}
+} // namespace QodeAssist::Context

context/EnhancedRAGSimilaritySearch.hpp

@@ -0,0 +1,74 @@
+#pragma once
+
+#include <QCache>
+#include <QHash>
+#include <QRegularExpression>
+#include <QString>
+#include <QStringList>
+#include <QtGlobal>
+
+#include <algorithm>
+#include <cmath>
+#include <optional>
+#include <vector>
+
+#if defined(__SSE__) || defined(_M_X64) || defined(_M_AMD64)
+#include <emmintrin.h>
+#include <xmmintrin.h>
+#endif
+
+#include "RAGData.hpp"
+#include "logger/Logger.hpp"
+
+namespace QodeAssist::Context {
+
+class EnhancedRAGSimilaritySearch
+{
+public:
+    struct SimilarityScore
+    {
+        float semantic_similarity{0.0f};
+        float structural_similarity{0.0f};
+        float combined_score{0.0f};
+
+        SimilarityScore() = default;
+        SimilarityScore(float sem, float str, float comb)
+            : semantic_similarity(sem)
+            , structural_similarity(str)
+            , combined_score(comb)
+        {}
+    };
+
+    static SimilarityScore calculateSimilarity(
+        const RAGVector &v1, const RAGVector &v2, const QString &code1, const QString &code2);
+
+private:
+    static SimilarityScore calculateSimilarityInternal(
+        const RAGVector &v1, const RAGVector &v2, const QString &code1, const QString &code2);
+
+    static float calculateCosineSimilarity(const RAGVector &v1, const RAGVector &v2);
+
+#if defined(__SSE__) || defined(_M_X64) || defined(_M_AMD64)
+    static float calculateCosineSimilaritySSE(const RAGVector &v1, const RAGVector &v2);
+    static float horizontalSum(__m128 x);
+#endif
+
+    static float calculateStructuralSimilarity(const QString &code1, const QString &code2);
+    static QStringList extractStructures(const QString &code);
+    static float calculateJaccardSimilarity(const QStringList &set1, const QStringList &set2);
+
+    static const QRegularExpression &getNamespaceRegex();
+    static const QRegularExpression &getClassRegex();
+    static const QRegularExpression &getFunctionRegex();
+    static const QRegularExpression &getTemplateRegex();
+
+    // Cache for similarity scores
+    static QCache<QString, SimilarityScore> &getScoreCache();
+
+    // Cache for extracted structures
+    static QCache<QString, QStringList> &getStructureCache();
+
+    EnhancedRAGSimilaritySearch() = delete; // Prevent instantiation
+};
+
+} // namespace QodeAssist::Context

context/FileChunker.cpp

@@ -0,0 +1,198 @@
+// FileChunker.cpp
+#include "FileChunker.hpp"
+
+#include <coreplugin/idocument.h>
+#include <texteditor/syntaxhighlighter.h>
+#include <texteditor/textdocument.h>
+#include <texteditor/texteditorconstants.h>
+
+#include <QFutureWatcher>
+#include <QTimer>
+
+namespace QodeAssist::Context {
+
+FileChunker::FileChunker(QObject *parent)
+    : QObject(parent)
+{}
+
+FileChunker::FileChunker(const ChunkingConfig &config, QObject *parent)
+    : QObject(parent)
+    , m_config(config)
+{}
+
+QFuture<QList<FileChunk>> FileChunker::chunkFiles(const QStringList &filePaths)
+{
+    qDebug() << "\nStarting chunking process for" << filePaths.size() << "files";
+    qDebug() << "Configuration:"
+             << "\n  Max lines per chunk:" << m_config.maxLinesPerChunk
+             << "\n  Overlap lines:" << m_config.overlapLines
+             << "\n  Skip empty lines:" << m_config.skipEmptyLines
+             << "\n  Preserve functions:" << m_config.preserveFunctions
+             << "\n  Preserve classes:" << m_config.preserveClasses
+             << "\n  Batch size:" << m_config.batchSize;
+
+    auto promise = std::make_shared<QPromise<QList<FileChunk>>>();
+    promise->start();
+
+    if (filePaths.isEmpty()) {
+        qDebug() << "No files to process";
+        promise->addResult({});
+        promise->finish();
+        return promise->future();
+    }
+
+    processNextBatch(promise, filePaths, 0);
+    return promise->future();
+}
+
+void FileChunker::processNextBatch(
+    std::shared_ptr<QPromise<QList<FileChunk>>> promise, const QStringList &files, int startIndex)
+{
+    if (startIndex >= files.size()) {
+        emit chunkingComplete();
+        promise->finish();
+        return;
+    }
+
+    int endIndex = qMin(startIndex + m_config.batchSize, files.size());
+    QList<FileChunk> batchChunks;
+
+    for (int i = startIndex; i < endIndex; ++i) {
+        try {
+            auto chunks = processFile(files[i]);
+            batchChunks.append(chunks);
+        } catch (const std::exception &e) {
+            emit error(QString("Error processing file %1: %2").arg(files[i], e.what()));
+        }
+        emit progressUpdated(i + 1, files.size());
+    }
+
+    promise->addResult(batchChunks);
+
+    // Планируем обработку следующего батча
+    QTimer::singleShot(0, this, [this, promise, files, endIndex]() {
+        processNextBatch(promise, files, endIndex);
+    });
+}
+
+QList<FileChunk> FileChunker::processFile(const QString &filePath)
+{
+    qDebug() << "\nProcessing file:" << filePath;
+
+    auto document = new TextEditor::TextDocument;
+    auto filePathObj = Utils::FilePath::fromString(filePath);
+    auto result = document->open(&m_error, filePathObj, filePathObj);
+    if (result != Core::IDocument::OpenResult::Success) {
+        qDebug() << "Failed to open document:" << filePath << "-" << m_error;
+        emit error(QString("Failed to open document: %1 - %2").arg(filePath, m_error));
+        delete document;
+        return {};
+    }
+
+    qDebug() << "Document opened successfully. Line count:" << document->document()->blockCount();
+
+    auto chunks = createChunksForDocument(document);
+    qDebug() << "Created" << chunks.size() << "chunks for file";
+
+    delete document;
+    return chunks;
+}
+
+QList<FileChunk> FileChunker::createChunksForDocument(TextEditor::TextDocument *document)
+{
+    QList<FileChunk> chunks;
+    QString filePath = document->filePath().toString();
+    qDebug() << "\nCreating chunks for document:" << filePath << "\nConfiguration:"
+             << "\n  Max lines per chunk:" << m_config.maxLinesPerChunk
+             << "\n  Min lines per chunk:" << m_config.minLinesPerChunk
+             << "\n  Overlap lines:" << m_config.overlapLines;
+    // Если файл меньше минимального размера чанка, создаем один чанк
+    if (document->document()->blockCount() <= m_config.minLinesPerChunk) {
+        FileChunk chunk;
+        chunk.filePath = filePath;
+        chunk.startLine = 0;
+        chunk.endLine = document->document()->blockCount() - 1;
+        chunk.createdAt = QDateTime::currentDateTime();
+        chunk.updatedAt = chunk.createdAt;
+
+        QString content;
+        QTextBlock block = document->document()->firstBlock();
+        while (block.isValid()) {
+            content += block.text() + "\n";
+            block = block.next();
+        }
+        chunk.content = content;
+
+        qDebug() << "File is smaller than minimum chunk size. Creating single chunk:"
+                 << "\n  Lines:" << chunk.lineCount() << "\n  Content size:" << chunk.content.size()
+                 << "bytes";
+
+        chunks.append(chunk);
+        return chunks;
+    }
+
+    // Для больших файлов создаем чанки фиксированного размера с перекрытием
+    int currentStartLine = 0;
+    int lineCount = 0;
+    QString content;
+    QTextBlock block = document->document()->firstBlock();
+
+    while (block.isValid()) {
+        content += block.text() + "\n";
+        lineCount++;
+
+        // Если достигли размера чанка или это последний блок
+        if (lineCount >= m_config.maxLinesPerChunk || !block.next().isValid()) {
+            FileChunk chunk;
+            chunk.filePath = filePath;
+            chunk.startLine = currentStartLine;
+            chunk.endLine = currentStartLine + lineCount - 1;
+            chunk.content = content;
+            chunk.createdAt = QDateTime::currentDateTime();
+            chunk.updatedAt = chunk.createdAt;
+
+            qDebug() << "Creating chunk:"
+                     << "\n  Start line:" << chunk.startLine << "\n  End line:" << chunk.endLine
+                     << "\n  Lines:" << chunk.lineCount()
+                     << "\n  Content size:" << chunk.content.size() << "bytes";
+
+            chunks.append(chunk);
+
+            // Начинаем новый чанк с учетом перекрытия
+            if (block.next().isValid()) {
+                // Отступаем назад на размер перекрытия
+                int overlapLines = qMin(m_config.overlapLines, lineCount);
+                currentStartLine = chunk.endLine - overlapLines + 1;
+
+                // Сбрасываем контент, но добавляем перекрывающиеся строки
+                content.clear();
+                QTextBlock overlapBlock = document->document()->findBlockByLineNumber(
+                    currentStartLine);
+                while (overlapBlock.isValid() && overlapBlock.blockNumber() <= chunk.endLine) {
+                    content += overlapBlock.text() + "\n";
+                    overlapBlock = overlapBlock.next();
+                }
+                lineCount = overlapLines;
+            }
+        }
+
+        block = block.next();
+    }
+
+    qDebug() << "Finished creating chunks for file:" << filePath
+             << "\nTotal chunks:" << chunks.size();
+
+    return chunks;
+}
+
+void FileChunker::setConfig(const ChunkingConfig &config)
+{
+    m_config = config;
+}
+
+FileChunker::ChunkingConfig FileChunker::config() const
+{
+    return m_config;
+}
+
+} // namespace QodeAssist::Context

context/FileChunker.hpp

@@ -0,0 +1,68 @@
+// FileChunker.hpp
+#pragma once
+
+#include <texteditor/textdocument.h>
+#include <QDateTime>
+#include <QFuture>
+#include <QString>
+
+namespace QodeAssist::Context {
+
+struct FileChunk
+{
+    QString filePath;    // Path to the source file
+    int startLine;       // Starting line of the chunk
+    int endLine;         // Ending line of the chunk
+    QDateTime createdAt; // When the chunk was created
+    QDateTime updatedAt; // When the chunk was last updated
+    QString content;     // Content of the chunk
+
+    // Helper methods
+    int lineCount() const { return endLine - startLine + 1; }
+    bool isValid() const { return !filePath.isEmpty() && startLine >= 0 && endLine >= startLine; }
+};
+
+class FileChunker : public QObject
+{
+    Q_OBJECT
+
+public:
+    struct ChunkingConfig
+    {
+        int maxLinesPerChunk = 80;
+        int minLinesPerChunk = 40;
+        int overlapLines = 20;
+        bool skipEmptyLines = true;
+        bool preserveFunctions = true;
+        bool preserveClasses = true;
+        int batchSize = 10;
+    };
+
+    explicit FileChunker(QObject *parent = nullptr);
+    explicit FileChunker(const ChunkingConfig &config, QObject *parent = nullptr);
+
+    // Main chunking method
+    QFuture<QList<FileChunk>> chunkFiles(const QStringList &filePaths);
+
+    // Configuration
+    void setConfig(const ChunkingConfig &config);
+    ChunkingConfig config() const;
+
+signals:
+    void progressUpdated(int processedFiles, int totalFiles);
+    void chunkingComplete();
+    void error(const QString &errorMessage);
+
+private:
+    QList<FileChunk> processFile(const QString &filePath);
+    QList<FileChunk> createChunksForDocument(TextEditor::TextDocument *document);
+    void processNextBatch(
+        std::shared_ptr<QPromise<QList<FileChunk>>> promise,
+        const QStringList &files,
+        int startIndex);
+
+    ChunkingConfig m_config;
+    QString m_error;
+};
+
+} // namespace QodeAssist::Context

context/IContextManager.hpp

@@ -1,49 +0,0 @@
-/* 
- * Copyright (C) 2025 Petr Mironychev
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#pragma once
-
-#include <QObject>
-#include <QString>
-
-#include "ContentFile.hpp"
-#include "IDocumentReader.hpp"
-#include "ProgrammingLanguage.hpp"
-
-namespace ProjectExplorer {
-class Project;
-}
-
-namespace QodeAssist::Context {
-
-class IContextManager
-{
-public:
-    virtual ~IContextManager() = default;
-
-    virtual QString readFile(const QString &filePath) const = 0;
-    virtual QList<ContentFile> getContentFiles(const QStringList &filePaths) const = 0;
-    virtual QStringList getProjectSourceFiles(ProjectExplorer::Project *project) const = 0;
-    virtual ContentFile createContentFile(const QString &filePath) const = 0;
-
-    virtual ProgrammingLanguage getDocumentLanguage(const DocumentInfo &documentInfo) const = 0;
-    virtual bool isSpecifyCompletion(const DocumentInfo &documentInfo) const = 0;
-};
-
-} // namespace QodeAssist::Context

context/IgnoreManager.cpp

@@ -1,274 +0,0 @@
-/* 
- * Copyright (C) 2025 Petr Mironychev
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#include "IgnoreManager.hpp"
-
-#include <projectexplorer/project.h>
-#include <projectexplorer/projectmanager.h>
-#include <QCoreApplication>
-#include <QDir>
-#include <QFile>
-#include <QFileInfo>
-#include <QRegularExpression>
-#include <QTextStream>
-
-#include "logger/Logger.hpp"
-
-namespace QodeAssist::Context {
-
-IgnoreManager::IgnoreManager(QObject *parent)
-    : QObject(parent)
-{
-    auto projectManager = ProjectExplorer::ProjectManager::instance();
-    if (projectManager) {
-        connect(
-            projectManager,
-            &ProjectExplorer::ProjectManager::projectRemoved,
-            this,
-            &IgnoreManager::removeIgnorePatterns);
-    }
-
-    connect(
-        QCoreApplication::instance(),
-        &QCoreApplication::aboutToQuit,
-        this,
-        &IgnoreManager::cleanupConnections);
-}
-
-IgnoreManager::~IgnoreManager()
-{
-    cleanupConnections();
-}
-
-void IgnoreManager::cleanupConnections()
-{
-    QList<ProjectExplorer::Project *> projects = m_projectConnections.keys();
-    for (ProjectExplorer::Project *project : projects) {
-        if (project) {
-            disconnect(m_projectConnections.take(project));
-        }
-    }
-    m_projectConnections.clear();
-    m_projectIgnorePatterns.clear();
-    m_ignoreCache.clear();
-}
-
-bool IgnoreManager::shouldIgnore(const QString &filePath, ProjectExplorer::Project *project) const
-{
-    if (!project)
-        return false;
-
-    if (!m_projectIgnorePatterns.contains(project)) {
-        const_cast<IgnoreManager *>(this)->reloadIgnorePatterns(project);
-    }
-
-    const QStringList &patterns = m_projectIgnorePatterns[project];
-    if (patterns.isEmpty())
-        return false;
-
-    QDir projectDir(project->projectDirectory().toUrlishString());
-    QString relativePath = projectDir.relativeFilePath(filePath);
-
-    return matchesIgnorePatterns(relativePath, patterns);
-}
-
-bool IgnoreManager::matchesIgnorePatterns(const QString &path, const QStringList &patterns) const
-{
-    QString cacheKey = path + ":" + patterns.join("|");
-    if (m_ignoreCache.contains(cacheKey))
-        return m_ignoreCache[cacheKey];
-
-    bool result = isPathExcluded(path, patterns);
-    m_ignoreCache.insert(cacheKey, result);
-    return result;
-}
-
-bool IgnoreManager::isPathExcluded(const QString &path, const QStringList &patterns) const
-{
-    bool excluded = false;
-
-    for (const QString &pattern : patterns) {
-        if (pattern.isEmpty() || pattern.startsWith('#'))
-            continue;
-
-        bool isNegative = pattern.startsWith('!');
-        QString actualPattern = isNegative ? pattern.mid(1) : pattern;
-
-        bool matches = matchPathWithPattern(path, actualPattern);
-
-        if (matches) {
-            excluded = !isNegative;
-        }
-    }
-
-    return excluded;
-}
-
-bool IgnoreManager::matchPathWithPattern(const QString &path, const QString &pattern) const
-{
-    QString adjustedPattern = pattern.trimmed();
-
-    bool matchFromRoot = adjustedPattern.startsWith('/');
-    if (matchFromRoot)
-        adjustedPattern = adjustedPattern.mid(1);
-
-    bool matchDirOnly = adjustedPattern.endsWith('/');
-    if (matchDirOnly)
-        adjustedPattern.chop(1);
-
-    QString regexPattern = QRegularExpression::escape(adjustedPattern);
-
-    regexPattern.replace("\\*\\*", ".*");
-
-    regexPattern.replace("\\*", "[^/]*");
-
-    regexPattern.replace("\\?", ".");
-
-    if (matchFromRoot)
-        regexPattern = QString("^%1").arg(regexPattern);
-    else
-        regexPattern = QString("(^|/)%1").arg(regexPattern);
-
-    if (matchDirOnly)
-        regexPattern = QString("%1$").arg(regexPattern);
-    else
-        regexPattern = QString("%1($|/)").arg(regexPattern);
-
-    QRegularExpression regex(regexPattern);
-    QRegularExpressionMatch match = regex.match(path);
-    return match.hasMatch();
-}
-
-QStringList IgnoreManager::loadIgnorePatterns(ProjectExplorer::Project *project)
-{
-    QStringList patterns;
-    if (!project)
-        return patterns;
-
-    QString ignoreFile = ignoreFilePath(project);
-    if (ignoreFile.isEmpty() || !QFile::exists(ignoreFile)) {
-        // LOG_MESSAGE(
-        //     QString("No .qodeassistignore file found for project: %1").arg(project->displayName()));
-        return patterns;
-    }
-
-    QFile file(ignoreFile);
-    if (!file.open(QIODevice::ReadOnly | QIODevice::Text)) {
-        LOG_MESSAGE(QString("Could not open .qodeassistignore file: %1").arg(ignoreFile));
-        return patterns;
-    }
-
-    QTextStream in(&file);
-    while (!in.atEnd()) {
-        QString line = in.readLine().trimmed();
-        if (!line.isEmpty() && !line.startsWith('#'))
-            patterns << line;
-    }
-
-    LOG_MESSAGE(QString("Successfully loaded .qodeassistignore file: %1 with %2 patterns")
-                    .arg(ignoreFile)
-                    .arg(patterns.size()));
-
-    return patterns;
-}
-
-void IgnoreManager::reloadIgnorePatterns(ProjectExplorer::Project *project)
-{
-    if (!project)
-        return;
-
-    QStringList patterns = loadIgnorePatterns(project);
-    m_projectIgnorePatterns[project] = patterns;
-
-    QStringList keysToRemove;
-    QString projectPath = project->projectDirectory().toUrlishString();
-    for (auto it = m_ignoreCache.begin(); it != m_ignoreCache.end(); ++it) {
-        if (it.key().contains(projectPath))
-            keysToRemove << it.key();
-    }
-
-    for (const QString &key : keysToRemove)
-        m_ignoreCache.remove(key);
-
-    if (!m_projectConnections.contains(project)) {
-        QPointer<ProjectExplorer::Project> projectPtr(project);
-        auto connection = connect(project, &QObject::destroyed, this, [this, projectPtr]() {
-            if (projectPtr) {
-                m_projectIgnorePatterns.remove(projectPtr);
-                m_projectConnections.remove(projectPtr);
-
-                QStringList keysToRemove;
-                for (auto it = m_ignoreCache.begin(); it != m_ignoreCache.end(); ++it) {
-                    if (it.key().contains(projectPtr->projectDirectory().toUrlishString()))
-                        keysToRemove << it.key();
-                }
-
-                for (const QString &key : keysToRemove)
-                    m_ignoreCache.remove(key);
-            }
-        });
-
-        m_projectConnections[project] = connection;
-    }
-}
-
-void IgnoreManager::removeIgnorePatterns(ProjectExplorer::Project *project)
-{
-    m_projectIgnorePatterns.remove(project);
-
-    QStringList keysToRemove;
-    for (auto it = m_ignoreCache.begin(); it != m_ignoreCache.end(); ++it) {
-        if (it.key().contains(project->projectDirectory().toUrlishString()))
-            keysToRemove << it.key();
-    }
-
-    for (const QString &key : keysToRemove)
-        m_ignoreCache.remove(key);
-
-    if (m_projectConnections.contains(project)) {
-        disconnect(m_projectConnections[project]);
-        m_projectConnections.remove(project);
-    }
-
-    LOG_MESSAGE(QString("Removed ignore patterns for project: %1").arg(project->displayName()));
-}
-
-void IgnoreManager::reloadAllPatterns()
-{
-    QList<ProjectExplorer::Project *> projects = m_projectIgnorePatterns.keys();
-
-    for (ProjectExplorer::Project *project : projects) {
-        if (project) {
-            reloadIgnorePatterns(project);
-        }
-    }
-
-    m_ignoreCache.clear();
-}
-
-QString IgnoreManager::ignoreFilePath(ProjectExplorer::Project *project) const
-{
-    if (!project) {
-        return QString();
-    }
-
-    return project->projectDirectory().toUrlishString() + "/.qodeassistignore";
-}
-
-} // namespace QodeAssist::Context

context/IgnoreManager.hpp

@@ -1,62 +0,0 @@
-/* 
- * Copyright (C) 2025 Petr Mironychev
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#pragma once
-
-#include <QHash>
-#include <QObject>
-#include <QPointer>
-#include <QStringList>
-
-namespace ProjectExplorer {
-class Project;
-}
-
-namespace QodeAssist::Context {
-
-class IgnoreManager : public QObject
-{
-    Q_OBJECT
-
-public:
-    explicit IgnoreManager(QObject *parent = nullptr);
-    ~IgnoreManager() override;
-
-    bool shouldIgnore(const QString &filePath, ProjectExplorer::Project *project = nullptr) const;
-    void reloadIgnorePatterns(ProjectExplorer::Project *project);
-    void removeIgnorePatterns(ProjectExplorer::Project *project);
-
-    void reloadAllPatterns();
-
-private slots:
-    void cleanupConnections();
-
-private:
-    bool matchesIgnorePatterns(const QString &path, const QStringList &patterns) const;
-    bool isPathExcluded(const QString &path, const QStringList &patterns) const;
-    bool matchPathWithPattern(const QString &path, const QString &pattern) const;
-    QStringList loadIgnorePatterns(ProjectExplorer::Project *project);
-    QString ignoreFilePath(ProjectExplorer::Project *project) const;
-
-    QHash<ProjectExplorer::Project *, QStringList> m_projectIgnorePatterns;
-    mutable QHash<QString, bool> m_ignoreCache;
-    QHash<ProjectExplorer::Project *, QMetaObject::Connection> m_projectConnections;
-};
-
-} // namespace QodeAssist::Context

context/ProgrammingLanguage.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

context/ProgrammingLanguage.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -24,8 +24,8 @@
 namespace QodeAssist::Context {
 
 enum class ProgrammingLanguage {
-    QML, // QML/JavaScript
-    Cpp, // C/C++
+    QML,
+    Cpp,
     Python,
     Unknown,
 };

context/RAGData.hpp

@@ -0,0 +1,7 @@
+#pragma once
+
+#include <vector>
+
+namespace QodeAssist::Context {
+    using RAGVector = std::vector<float>;
+}

context/RAGManager.cpp

@@ -0,0 +1,443 @@
+/* 
+ * Copyright (C) 2024 Petr Mironychev
+ *
+ * This file is part of QodeAssist.
+ *
+ * QodeAssist is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * QodeAssist is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "RAGManager.hpp"
+#include "EnhancedRAGSimilaritySearch.hpp"
+#include "RAGPreprocessor.hpp"
+#include "RAGSimilaritySearch.hpp"
+#include "logger/Logger.hpp"
+
+#include <coreplugin/icore.h>
+#include <projectexplorer/project.h>
+#include <QFile>
+#include <QtConcurrent>
+
+namespace QodeAssist::Context {
+
+RAGManager &RAGManager::instance()
+{
+    static RAGManager manager;
+    return manager;
+}
+
+RAGManager::RAGManager(QObject *parent)
+    : QObject(parent)
+    , m_vectorizer(std::make_unique<RAGVectorizer>())
+{}
+
+RAGManager::~RAGManager() {}
+
+QString RAGManager::getStoragePath(ProjectExplorer::Project *project) const
+{
+    return QString("%1/qodeassist/%2/rag/vectors.db")
+        .arg(Core::ICore::userResourcePath().toString(), project->displayName());
+}
+
+std::optional<QString> RAGManager::loadFileContent(const QString &filePath)
+{
+    QFile file(filePath);
+    if (!file.open(QIODevice::ReadOnly | QIODevice::Text)) {
+        qDebug() << "ERROR: Failed to open file for reading:" << filePath
+                 << "Error:" << file.errorString();
+        return std::nullopt;
+    }
+
+    QFileInfo fileInfo(filePath);
+    qDebug() << "Loading content from file:" << fileInfo.fileName() << "Size:" << fileInfo.size()
+             << "bytes";
+
+    QString content = QString::fromUtf8(file.readAll());
+    if (content.isEmpty()) {
+        qDebug() << "WARNING: Empty content read from file:" << filePath;
+    }
+    return content;
+}
+
+void RAGManager::ensureStorageForProject(ProjectExplorer::Project *project) const
+{
+    qDebug() << "Ensuring storage for project:" << project->displayName();
+
+    if (m_currentProject == project && m_currentStorage) {
+        qDebug() << "Using existing storage";
+        return;
+    }
+
+    qDebug() << "Creating new storage";
+    m_currentStorage.reset();
+    m_currentProject = project;
+
+    if (project) {
+        QString storagePath = getStoragePath(project);
+        qDebug() << "Storage path:" << storagePath;
+
+        StorageOptions options;
+        m_currentStorage = std::make_unique<RAGStorage>(storagePath, options);
+
+        qDebug() << "Initializing storage...";
+        if (!m_currentStorage->init()) {
+            qDebug() << "Failed to initialize storage";
+            m_currentStorage.reset();
+            return;
+        }
+        qDebug() << "Storage initialized successfully";
+    }
+}
+
+QFuture<void> RAGManager::processProjectFiles(
+    ProjectExplorer::Project *project,
+    const QStringList &filePaths,
+    const FileChunker::ChunkingConfig &config)
+{
+    qDebug() << "\nStarting batch processing of" << filePaths.size()
+             << "files for project:" << project->displayName();
+
+    auto promise = std::make_shared<QPromise<void>>();
+    promise->start();
+
+    qDebug() << "Initializing storage...";
+    ensureStorageForProject(project);
+
+    if (!m_currentStorage) {
+        qDebug() << "Failed to initialize storage for project:" << project->displayName();
+        promise->finish();
+        return promise->future();
+    }
+    qDebug() << "Storage initialized successfully";
+
+    qDebug() << "Checking files for processing...";
+    QSet<QString> uniqueFiles;
+    for (const QString &filePath : filePaths) {
+        qDebug() << "Checking file:" << filePath;
+        if (isFileStorageOutdated(project, filePath)) {
+            qDebug() << "File needs processing:" << filePath;
+            uniqueFiles.insert(filePath);
+        }
+    }
+
+    QStringList filesToProcess = uniqueFiles.values();
+
+    if (filesToProcess.isEmpty()) {
+        qDebug() << "No files need processing";
+        emit vectorizationFinished();
+        promise->finish();
+        return promise->future();
+    }
+
+    qDebug() << "Starting to process" << filesToProcess.size() << "files";
+    const int batchSize = 10;
+    processNextFileBatch(promise, project, filesToProcess, config, 0, batchSize);
+
+    return promise->future();
+}
+
+void RAGManager::processNextFileBatch(
+    std::shared_ptr<QPromise<void>> promise,
+    ProjectExplorer::Project *project,
+    const QStringList &files,
+    const FileChunker::ChunkingConfig &config,
+    int startIndex,
+    int batchSize)
+{
+    if (startIndex >= files.size()) {
+        qDebug() << "All batches processed successfully";
+        emit vectorizationFinished();
+        promise->finish();
+        return;
+    }
+
+    int endIndex = qMin(startIndex + batchSize, files.size());
+    auto currentBatch = files.mid(startIndex, endIndex - startIndex);
+
+    qDebug() << "\nProcessing batch" << (startIndex / batchSize + 1) << "(" << currentBatch.size()
+             << "files)"
+             << "\nProgress:" << startIndex << "to" << endIndex << "of" << files.size();
+
+    for (const QString &filePath : currentBatch) {
+        qDebug() << "Starting processing file:" << filePath;
+        auto future = processFileWithChunks(project, filePath, config);
+        auto watcher = new QFutureWatcher<bool>;
+        watcher->setFuture(future);
+
+        connect(
+            watcher,
+            &QFutureWatcher<bool>::finished,
+            this,
+            [this,
+             watcher,
+             promise,
+             project,
+             files,
+             startIndex,
+             endIndex,
+             batchSize,
+             config,
+             filePath]() {
+                bool success = watcher->result();
+                qDebug() << "File processed:" << filePath << "success:" << success;
+
+                bool isLastFileInBatch = (filePath == files[endIndex - 1]);
+                if (isLastFileInBatch) {
+                    qDebug() << "Batch completed, moving to next batch";
+                    emit vectorizationProgress(endIndex, files.size());
+                    processNextFileBatch(promise, project, files, config, endIndex, batchSize);
+                }
+
+                watcher->deleteLater();
+            });
+    }
+}
+
+QFuture<bool> RAGManager::processFileWithChunks(
+    ProjectExplorer::Project *project,
+    const QString &filePath,
+    const FileChunker::ChunkingConfig &config)
+{
+    auto promise = std::make_shared<QPromise<bool>>();
+    promise->start();
+
+    ensureStorageForProject(project);
+    if (!m_currentStorage) {
+        qDebug() << "Storage not initialized for file:" << filePath;
+        promise->addResult(false);
+        promise->finish();
+        return promise->future();
+    }
+
+    auto fileContent = loadFileContent(filePath);
+    if (!fileContent) {
+        qDebug() << "Failed to load content for file:" << filePath;
+        promise->addResult(false);
+        promise->finish();
+        return promise->future();
+    }
+
+    qDebug() << "Creating chunks for file:" << filePath;
+    auto chunksFuture = m_chunker.chunkFiles({filePath});
+    auto chunks = chunksFuture.result();
+
+    if (chunks.isEmpty()) {
+        qDebug() << "No chunks created for file:" << filePath;
+        promise->addResult(false);
+        promise->finish();
+        return promise->future();
+    }
+
+    qDebug() << "Created" << chunks.size() << "chunks for file:" << filePath;
+
+    // Преобразуем FileChunk в FileChunkData
+    QList<FileChunkData> chunkData;
+    for (const auto &chunk : chunks) {
+        FileChunkData data;
+        data.filePath = chunk.filePath;
+        data.startLine = chunk.startLine;
+        data.endLine = chunk.endLine;
+        data.content = chunk.content;
+        chunkData.append(data);
+    }
+
+    qDebug() << "Deleting old chunks for file:" << filePath;
+    m_currentStorage->deleteChunksForFile(filePath);
+
+    auto vectorizeFuture = vectorizeAndStoreChunks(filePath, chunkData);
+    auto watcher = new QFutureWatcher<void>;
+    watcher->setFuture(vectorizeFuture);
+
+    connect(watcher, &QFutureWatcher<void>::finished, this, [promise, watcher, filePath]() {
+        qDebug() << "Completed processing file:" << filePath;
+        promise->addResult(true);
+        promise->finish();
+        watcher->deleteLater();
+    });
+
+    return promise->future();
+}
+
+QFuture<void> RAGManager::vectorizeAndStoreChunks(
+    const QString &filePath, const QList<FileChunkData> &chunks)
+{
+    qDebug() << "Vectorizing and storing" << chunks.size() << "chunks for file:" << filePath;
+
+    auto promise = std::make_shared<QPromise<void>>();
+    promise->start();
+
+    // Обрабатываем чанки последовательно
+    processNextChunk(promise, chunks, 0);
+
+    return promise->future();
+}
+
+void RAGManager::processNextChunk(
+    std::shared_ptr<QPromise<void>> promise, const QList<FileChunkData> &chunks, int currentIndex)
+{
+    if (currentIndex >= chunks.size()) {
+        promise->finish();
+        return;
+    }
+
+    const auto &chunk = chunks[currentIndex];
+    QString processedContent = RAGPreprocessor::preprocessCode(chunk.content);
+    qDebug() << "Processing chunk" << currentIndex + 1 << "of" << chunks.size();
+
+    auto vectorFuture = m_vectorizer->vectorizeText(processedContent);
+    auto watcher = new QFutureWatcher<RAGVector>;
+    watcher->setFuture(vectorFuture);
+
+    connect(
+        watcher,
+        &QFutureWatcher<RAGVector>::finished,
+        this,
+        [this, watcher, promise, chunks, currentIndex, chunk]() {
+            auto vector = watcher->result();
+
+            if (!vector.empty()) {
+                qDebug() << "Storing vector and chunk for file:" << chunk.filePath;
+                bool vectorStored = m_currentStorage->storeVector(chunk.filePath, vector);
+                bool chunkStored = m_currentStorage->storeChunk(chunk);
+                qDebug() << "Storage results - Vector:" << vectorStored << "Chunk:" << chunkStored;
+            } else {
+                qDebug() << "Failed to vectorize chunk content";
+            }
+
+            processNextChunk(promise, chunks, currentIndex + 1);
+
+            watcher->deleteLater();
+        });
+}
+
+QFuture<QList<RAGManager::ChunkSearchResult>> RAGManager::findRelevantChunks(
+    const QString &query, ProjectExplorer::Project *project, int topK)
+{
+    auto promise = std::make_shared<QPromise<QList<ChunkSearchResult>>>();
+    promise->start();
+
+    ensureStorageForProject(project);
+    if (!m_currentStorage) {
+        qDebug() << "Storage not initialized for project:" << project->displayName();
+        promise->addResult({});
+        promise->finish();
+        return promise->future();
+    }
+
+    QString processedQuery = RAGPreprocessor::preprocessCode(query);
+
+    auto vectorFuture = m_vectorizer->vectorizeText(processedQuery);
+    vectorFuture.then([this, promise, project, processedQuery, topK](const RAGVector &queryVector) {
+        if (queryVector.empty()) {
+            qDebug() << "Failed to vectorize query";
+            promise->addResult({});
+            promise->finish();
+            return;
+        }
+
+        auto files = m_currentStorage->getFilesWithChunks();
+        QList<FileChunkData> allChunks;
+
+        for (const auto &filePath : files) {
+            auto fileChunks = m_currentStorage->getChunksForFile(filePath);
+            allChunks.append(fileChunks);
+        }
+
+        auto results = rankChunks(queryVector, processedQuery, allChunks);
+
+        if (results.size() > topK) {
+            results = results.mid(0, topK);
+        }
+
+        qDebug() << "Found" << results.size() << "relevant chunks";
+        promise->addResult(results);
+        promise->finish();
+
+        closeStorage();
+    });
+
+    return promise->future();
+}
+
+QList<RAGManager::ChunkSearchResult> RAGManager::rankChunks(
+    const RAGVector &queryVector, const QString &queryText, const QList<FileChunkData> &chunks)
+{
+    QList<ChunkSearchResult> results;
+    results.reserve(chunks.size());
+
+    for (const auto &chunk : chunks) {
+        auto chunkVector = m_currentStorage->getVector(chunk.filePath);
+        if (!chunkVector.has_value()) {
+            continue;
+        }
+
+        QString processedChunk = RAGPreprocessor::preprocessCode(chunk.content);
+
+        auto similarity = EnhancedRAGSimilaritySearch::calculateSimilarity(
+            queryVector, chunkVector.value(), queryText, processedChunk);
+
+        results.append(ChunkSearchResult{
+            chunk.filePath,
+            chunk.startLine,
+            chunk.endLine,
+            chunk.content,
+            similarity.semantic_similarity,
+            similarity.structural_similarity,
+            similarity.combined_score});
+    }
+
+    std::sort(results.begin(), results.end());
+
+    return results;
+}
+
+QStringList RAGManager::getStoredFiles(ProjectExplorer::Project *project) const
+{
+    ensureStorageForProject(project);
+    if (!m_currentStorage) {
+        return {};
+    }
+    return m_currentStorage->getAllFiles();
+}
+
+bool RAGManager::isFileStorageOutdated(
+    ProjectExplorer::Project *project, const QString &filePath) const
+{
+    ensureStorageForProject(project);
+    if (!m_currentStorage) {
+        return true;
+    }
+    return m_currentStorage->needsUpdate(filePath);
+}
+
+std::optional<RAGVector> RAGManager::loadVectorFromStorage(
+    ProjectExplorer::Project *project, const QString &filePath)
+{
+    ensureStorageForProject(project);
+    if (!m_currentStorage) {
+        return std::nullopt;
+    }
+    return m_currentStorage->getVector(filePath);
+}
+
+void RAGManager::closeStorage()
+{
+    qDebug() << "Closing storage...";
+    if (m_currentStorage) {
+        m_currentStorage.reset();
+        m_currentProject = nullptr;
+        qDebug() << "Storage closed";
+    }
+}
+
+} // namespace QodeAssist::Context

context/RAGManager.hpp

@@ -0,0 +1,119 @@
+/* 
+ * Copyright (C) 2024 Petr Mironychev
+ *
+ * This file is part of QodeAssist.
+ *
+ * QodeAssist is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * QodeAssist is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#pragma once
+
+#include <memory>
+#include <optional>
+#include <QFuture>
+#include <QObject>
+
+#include "FileChunker.hpp"
+#include "RAGData.hpp"
+#include "RAGStorage.hpp"
+#include "RAGVectorizer.hpp"
+
+namespace ProjectExplorer {
+class Project;
+}
+
+namespace QodeAssist::Context {
+
+class RAGManager : public QObject
+{
+    Q_OBJECT
+
+public:
+    struct ChunkSearchResult
+    {
+        QString filePath;
+        int startLine;
+        int endLine;
+        QString content;
+        float semanticScore;
+        float structuralScore;
+        float combinedScore;
+
+        bool operator<(const ChunkSearchResult &other) const
+        {
+            return combinedScore > other.combinedScore;
+        }
+    };
+
+    static RAGManager &instance();
+
+    QFuture<void> processProjectFiles(
+        ProjectExplorer::Project *project,
+        const QStringList &filePaths,
+        const FileChunker::ChunkingConfig &config = FileChunker::ChunkingConfig());
+
+    QFuture<QList<ChunkSearchResult>> findRelevantChunks(
+        const QString &query, ProjectExplorer::Project *project, int topK = 5);
+
+    QStringList getStoredFiles(ProjectExplorer::Project *project) const;
+    bool isFileStorageOutdated(ProjectExplorer::Project *project, const QString &filePath) const;
+
+    void processNextChunk(
+        std::shared_ptr<QPromise<void>> promise,
+        const QList<FileChunkData> &chunks,
+        int currentIndex);
+    void closeStorage();
+signals:
+    void vectorizationProgress(int processed, int total);
+    void vectorizationFinished();
+
+private:
+    explicit RAGManager(QObject *parent = nullptr);
+    ~RAGManager();
+    RAGManager(const RAGManager &) = delete;
+    RAGManager &operator=(const RAGManager &) = delete;
+
+    QString getStoragePath(ProjectExplorer::Project *project) const;
+    void ensureStorageForProject(ProjectExplorer::Project *project) const;
+    std::optional<QString> loadFileContent(const QString &filePath);
+    std::optional<RAGVector> loadVectorFromStorage(
+        ProjectExplorer::Project *project, const QString &filePath);
+
+    void processNextFileBatch(
+        std::shared_ptr<QPromise<void>> promise,
+        ProjectExplorer::Project *project,
+        const QStringList &files,
+        const FileChunker::ChunkingConfig &config,
+        int startIndex,
+        int batchSize);
+
+    QFuture<bool> processFileWithChunks(
+        ProjectExplorer::Project *project,
+        const QString &filePath,
+        const FileChunker::ChunkingConfig &config);
+
+    QFuture<void> vectorizeAndStoreChunks(
+        const QString &filePath, const QList<FileChunkData> &chunks);
+
+    QList<ChunkSearchResult> rankChunks(
+        const RAGVector &queryVector, const QString &queryText, const QList<FileChunkData> &chunks);
+
+private:
+    mutable std::unique_ptr<RAGVectorizer> m_vectorizer;
+    mutable std::unique_ptr<RAGStorage> m_currentStorage;
+    mutable ProjectExplorer::Project *m_currentProject{nullptr};
+    FileChunker m_chunker;
+};
+
+} // namespace QodeAssist::Context

context/RAGPreprocessor.cpp

@@ -0,0 +1,2 @@
+#include "RAGPreprocessor.hpp"
+

context/RAGPreprocessor.hpp

@@ -0,0 +1,64 @@
+#include <QRegularExpression>
+#include <QString>
+
+#include "Logger.hpp"
+
+namespace QodeAssist::Context {
+
+class RAGPreprocessor
+{
+public:
+    static const QRegularExpression &getLicenseRegex()
+    {
+        static const QRegularExpression regex(
+            R"((/\*[^*]*\*+(?:[^/*][^*]*\*+)*/)|//[^\n]*(?:\n|$))",
+            QRegularExpression::MultilineOption);
+        return regex;
+    }
+
+    static const QRegularExpression &getClassRegex()
+    {
+        static const QRegularExpression regex(
+            R"((?:template\s*<[^>]*>\s*)?(?:class|struct)\s+(\w+)\s*(?:final\s*)?(?::\s*(?:public|protected|private)\s+\w+(?:\s*,\s*(?:public|protected|private)\s+\w+)*\s*)?{)");
+        return regex;
+    }
+
+    static QString preprocessCode(const QString &code)
+    {
+        if (code.isEmpty()) {
+            return QString();
+        }
+
+        try {
+            QStringList lines = code.split('\n', Qt::SkipEmptyParts);
+            return processLines(lines);
+        } catch (const std::exception &e) {
+            LOG_MESSAGE(QString("Error preprocessing code: %1").arg(e.what()));
+            return code;
+        }
+    }
+
+private:
+    static QString processLines(const QStringList &lines)
+    {
+        const int estimatedAvgLength = 80;
+        QString result;
+        result.reserve(lines.size() * estimatedAvgLength);
+
+        for (const QString &line : lines) {
+            const QString trimmed = line.trimmed();
+            if (!trimmed.isEmpty()) {
+                result += trimmed;
+                result += QLatin1Char('\n');
+            }
+        }
+
+        if (result.endsWith('\n')) {
+            result.chop(1);
+        }
+
+        return result;
+    }
+};
+
+} // namespace QodeAssist::Context

context/RAGSimilaritySearch.cpp

@@ -0,0 +1,67 @@
+/* 
+ * Copyright (C) 2024 Petr Mironychev
+ *
+ * This file is part of QodeAssist.
+ *
+ * QodeAssist is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * QodeAssist is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "RAGSimilaritySearch.hpp"
+#include "logger/Logger.hpp"
+
+#include <cmath>
+
+namespace QodeAssist::Context {
+
+float RAGSimilaritySearch::l2Distance(const RAGVector &v1, const RAGVector &v2)
+{
+    if (v1.size() != v2.size()) {
+        LOG_MESSAGE(QString("Vector size mismatch: %1 vs %2").arg(v1.size()).arg(v2.size()));
+        return std::numeric_limits<float>::max();
+    }
+
+    float sum = 0.0f;
+    for (size_t i = 0; i < v1.size(); ++i) {
+        float diff = v1[i] - v2[i];
+        sum += diff * diff;
+    }
+    return std::sqrt(sum);
+}
+
+float RAGSimilaritySearch::cosineSimilarity(const RAGVector &v1, const RAGVector &v2)
+{
+    if (v1.size() != v2.size()) {
+        LOG_MESSAGE(QString("Vector size mismatch: %1 vs %2").arg(v1.size()).arg(v2.size()));
+        return 0.0f;
+    }
+
+    float dotProduct = 0.0f;
+    float norm1 = 0.0f;
+    float norm2 = 0.0f;
+
+    for (size_t i = 0; i < v1.size(); ++i) {
+        dotProduct += v1[i] * v2[i];
+        norm1 += v1[i] * v1[i];
+        norm2 += v2[i] * v2[i];
+    }
+
+    norm1 = std::sqrt(norm1);
+    norm2 = std::sqrt(norm2);
+
+    if (norm1 == 0.0f || norm2 == 0.0f)
+        return 0.0f;
+    return dotProduct / (norm1 * norm2);
+}
+
+} // namespace QodeAssist::Context

context/RAGSimilaritySearch.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2025 Povilas Kanapickas
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -19,23 +19,19 @@
 
 #pragma once
 
-#include <QTextDocument>
+#include "RAGData.hpp"
 
 namespace QodeAssist::Context {
 
-struct DocumentInfo
-{
-    QTextDocument *document = nullptr; // not owned
-    QString mimeType;
-    QString filePath;
-};
-
-class IDocumentReader
+class RAGSimilaritySearch
 {
 public:
-    virtual ~IDocumentReader() = default;
+    static float l2Distance(const RAGVector &v1, const RAGVector &v2);
 
-    virtual DocumentInfo readDocument(const QString &path) const = 0;
+    static float cosineSimilarity(const RAGVector &v1, const RAGVector &v2);
+
+private:
+    RAGSimilaritySearch() = delete;
 };
 
 } // namespace QodeAssist::Context

context/RAGStorage.hpp

@@ -0,0 +1,174 @@
+/*
+ * Copyright (C) 2024 Petr Mironychev
+ *
+ * This file is part of QodeAssist.
+ *
+ * QodeAssist is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * QodeAssist is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
+ */
+
+// RAGStorage.hpp
+#pragma once
+
+#include <optional>
+#include <QDateTime>
+#include <QMutex>
+#include <QObject>
+#include <QSqlDatabase>
+#include <QString>
+#include <qsqlquery.h>
+
+#include <RAGData.hpp>
+
+namespace QodeAssist::Context {
+
+struct FileChunkData
+{
+    QString filePath;
+    int startLine;
+    int endLine;
+    QString content;
+    QDateTime createdAt;
+    QDateTime updatedAt;
+
+    bool isValid() const
+    {
+        return !filePath.isEmpty() && startLine >= 0 && endLine >= startLine && !content.isEmpty();
+    }
+};
+
+struct StorageOptions
+{
+    int maxChunkSize = 1024 * 1024;
+    int maxVectorSize = 1024;
+    bool useCompression = false;
+    bool enableLogging = false;
+};
+
+struct StorageStatistics
+{
+    int totalChunks;
+    int totalVectors;
+    int totalFiles;
+    qint64 totalSize;
+    QDateTime lastUpdate;
+};
+
+class RAGStorage : public QObject
+{
+    Q_OBJECT
+
+public:
+    static constexpr int CURRENT_VERSION = 1;
+
+    enum class Status { Ok, DatabaseError, ValidationError, VersionError, ConnectionError };
+
+    struct ValidationResult
+    {
+        bool isValid;
+        QString errorMessage;
+        Status errorStatus;
+    };
+
+    struct Error
+    {
+        QString message;
+        QString sqlError;
+        QString query;
+        Status status;
+    };
+
+    explicit RAGStorage(
+        const QString &dbPath,
+        const StorageOptions &options = StorageOptions(),
+        QObject *parent = nullptr);
+    ~RAGStorage();
+
+    bool init();
+    Status status() const;
+    Error lastError() const;
+    bool isReady() const;
+    QString dbPath() const;
+
+    bool beginTransaction();
+    bool commitTransaction();
+    bool rollbackTransaction();
+
+    bool storeVector(const QString &filePath, const RAGVector &vector);
+    bool updateVector(const QString &filePath, const RAGVector &vector);
+    std::optional<RAGVector> getVector(const QString &filePath);
+    bool needsUpdate(const QString &filePath);
+    QStringList getAllFiles();
+
+    bool storeChunk(const FileChunkData &chunk);
+    bool storeChunks(const QList<FileChunkData> &chunks);
+    bool updateChunk(const FileChunkData &chunk);
+    bool updateChunks(const QList<FileChunkData> &chunks);
+    bool deleteChunksForFile(const QString &filePath);
+    std::optional<FileChunkData> getChunk(const QString &filePath, int startLine, int endLine);
+    QList<FileChunkData> getChunksForFile(const QString &filePath);
+    bool chunkExists(const QString &filePath, int startLine, int endLine);
+
+    int getChunkCount(const QString &filePath);
+    bool deleteOldChunks(const QString &filePath, const QDateTime &olderThan);
+    bool deleteAllChunks();
+    QStringList getFilesWithChunks();
+    bool vacuum();
+    bool backup(const QString &backupPath);
+    bool restore(const QString &backupPath);
+    StorageStatistics getStatistics() const;
+
+    int getStorageVersion() const;
+    bool isVersionCompatible() const;
+
+    bool applyMigration(int version);
+signals:
+    void errorOccurred(const Error &error);
+    void operationCompleted(const QString &operation);
+
+private:
+    bool createTables();
+    bool createIndices();
+    bool createVersionTable();
+    bool createChunksTable();
+    bool createVectorsTable();
+    bool openDatabase();
+    bool initializeNewStorage();
+    bool upgradeStorage(int fromVersion);
+    bool validateSchema() const;
+
+    QDateTime getFileLastModified(const QString &filePath);
+    RAGVector blobToVector(const QByteArray &blob);
+    QByteArray vectorToBlob(const RAGVector &vector);
+
+    void setError(const QString &message, Status status = Status::DatabaseError);
+    void clearError();
+    bool prepareStatements();
+    ValidationResult validateChunk(const FileChunkData &chunk) const;
+    ValidationResult validateVector(const RAGVector &vector) const;
+
+private:
+    QSqlDatabase m_db;
+    QString m_dbPath;
+    StorageOptions m_options;
+    mutable QMutex m_mutex;
+    Error m_lastError;
+    Status m_status;
+
+    QSqlQuery m_insertChunkQuery;
+    QSqlQuery m_updateChunkQuery;
+    QSqlQuery m_insertVectorQuery;
+    QSqlQuery m_updateVectorQuery;
+};
+
+} // namespace QodeAssist::Context

context/RAGVectorizer.cpp

@@ -0,0 +1,116 @@
+/*
+ * Copyright (C) 2024 Petr Mironychev
+ *
+ * This file is part of QodeAssist.
+ *
+ * QodeAssist is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * QodeAssist is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "RAGVectorizer.hpp"
+
+#include <QJsonArray>
+#include <QJsonDocument>
+#include <QJsonObject>
+#include <QNetworkReply>
+
+namespace QodeAssist::Context {
+
+RAGVectorizer::RAGVectorizer(const QString &providerUrl,
+                             const QString &modelName,
+                             QObject *parent)
+    : QObject(parent)
+    , m_network(new QNetworkAccessManager(this))
+    , m_embedProviderUrl(providerUrl)
+    , m_model(modelName)
+{}
+
+RAGVectorizer::~RAGVectorizer() {}
+
+QJsonObject RAGVectorizer::prepareEmbeddingRequest(const QString &text) const
+{
+    return QJsonObject{{"model", m_model}, {"prompt", text}};
+}
+
+RAGVector RAGVectorizer::parseEmbeddingResponse(const QByteArray &response) const
+{
+    QJsonDocument doc = QJsonDocument::fromJson(response);
+    if (doc.isNull()) {
+        qDebug() << "Failed to parse JSON response";
+        return RAGVector();
+    }
+
+    QJsonObject obj = doc.object();
+    if (!obj.contains("embedding")) {
+        qDebug() << "Response does not contain 'embedding' field";
+        // qDebug() << "Response content:" << response;
+        return RAGVector();
+    }
+
+    QJsonArray array = obj["embedding"].toArray();
+    if (array.isEmpty()) {
+        qDebug() << "Embedding array is empty";
+        return RAGVector();
+    }
+
+    RAGVector result;
+    result.reserve(array.size());
+    for (const auto &value : array) {
+        result.push_back(value.toDouble());
+    }
+
+    qDebug() << "Successfully parsed vector with size:" << result.size();
+    return result;
+}
+
+QFuture<RAGVector> RAGVectorizer::vectorizeText(const QString &text)
+{
+    qDebug() << "Vectorizing text, length:" << text.length();
+    qDebug() << "Using embedding provider:" << m_embedProviderUrl;
+
+    auto promise = std::make_shared<QPromise<RAGVector>>();
+    promise->start();
+
+    QNetworkRequest request(QUrl(m_embedProviderUrl + "/api/embeddings"));
+    request.setHeader(QNetworkRequest::ContentTypeHeader, "application/json");
+
+    QJsonObject requestData = prepareEmbeddingRequest(text);
+    QByteArray jsonData = QJsonDocument(requestData).toJson();
+    qDebug() << "Sending request to embeddings API:" << jsonData;
+
+    auto reply = m_network->post(request, jsonData);
+
+    connect(reply, &QNetworkReply::finished, this, [promise, reply, this]() {
+        if (reply->error() == QNetworkReply::NoError) {
+            QByteArray response = reply->readAll();
+            // qDebug() << "Received response from embeddings API:" << response;
+
+            auto vector = parseEmbeddingResponse(response);
+            qDebug() << "Parsed vector size:" << vector.size();
+            promise->addResult(vector);
+        } else {
+            qDebug() << "Network error:" << reply->errorString();
+            qDebug() << "HTTP status code:"
+                     << reply->attribute(QNetworkRequest::HttpStatusCodeAttribute).toInt();
+            qDebug() << "Response:" << reply->readAll();
+
+            promise->addResult(RAGVector());
+        }
+        promise->finish();
+        reply->deleteLater();
+    });
+
+    return promise->future();
+}
+
+} // namespace QodeAssist::Context

context/RAGVectorizer.hpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2025 Povilas Kanapickas
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -19,27 +19,33 @@
 
 #pragma once
 
-#include "IDocumentReader.hpp"
+#include <QFuture>
+#include <QNetworkAccessManager>
+#include <QObject>
 
-#include <texteditor/textdocument.h>
+#include <RAGData.hpp>
 
 namespace QodeAssist::Context {
 
-class DocumentReaderQtCreator : public IDocumentReader
+class RAGVectorizer : public QObject
 {
+    Q_OBJECT
 public:
-    DocumentInfo readDocument(const QString &path) const override
-    {
-        auto *textDocument = TextEditor::TextDocument::textDocumentForFilePath(
-            Utils::FilePath::fromString(path));
-        if (!textDocument) {
-            return {};
-        }
-        return {
-            .document = textDocument->document(),
-            .mimeType = textDocument->mimeType(),
-            .filePath = path};
-    }
+    explicit RAGVectorizer(
+        const QString &providerUrl = "http://localhost:11434",
+        const QString &modelName = "all-minilm:33m-l12-v2-fp16",
+        QObject *parent = nullptr);
+    ~RAGVectorizer();
+
+    QFuture<RAGVector> vectorizeText(const QString &text);
+
+private:
+    QJsonObject prepareEmbeddingRequest(const QString &text) const;
+    RAGVector parseEmbeddingResponse(const QByteArray &response) const;
+
+    QNetworkAccessManager *m_network;
+    QString m_embedProviderUrl;
+    QString m_model;
 };
 
 } // namespace QodeAssist::Context

context/TokenUtils.cpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -51,4 +51,4 @@ int TokenUtils::estimateFilesTokens(const QList<Context::ContentFile> &files)
     return total;
 }
 
-} // namespace QodeAssist::Context
+}

context/TokenUtils.hpp

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -19,9 +19,9 @@
 
 #pragma once
 
+#include <QString>
 #include "ContentFile.hpp"
 #include <QList>
-#include <QString>
 
 namespace QodeAssist::Context {
 
@@ -33,4 +33,4 @@ public:
     static int estimateFilesTokens(const QList<Context::ContentFile>& files);
 };
 
-} // namespace QodeAssist::Context
+}

context/Utils.hpp

@@ -1,34 +0,0 @@
-/*
- * Copyright (C) 2025 Povilas Kanapickas  <povilas@radix.lt>
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#pragma once
-
-#include <QJsonObject>
-
-namespace QodeAssist::Context {
-
-inline QString extractFilePathFromRequest(const QJsonObject &request)
-{
-    QJsonObject params = request["params"].toObject();
-    QJsonObject doc = params["doc"].toObject();
-    QString uri = doc["uri"].toString();
-    return QUrl(uri).toLocalFile();
-}
-
-} // namespace QodeAssist::Context

llmcore/CMakeLists.txt

@@ -3,19 +3,14 @@ add_library(LLMCore STATIC
     Provider.hpp
     ProvidersManager.hpp ProvidersManager.cpp
     ContextData.hpp
-    IPromptProvider.hpp
-    IProviderRegistry.hpp
-    PromptProviderChat.hpp
-    PromptProviderFim.hpp
     PromptTemplate.hpp
     PromptTemplateManager.hpp PromptTemplateManager.cpp
     RequestConfig.hpp
-    RequestHandlerBase.hpp RequestHandlerBase.cpp
     RequestHandler.hpp RequestHandler.cpp
     OllamaMessage.hpp OllamaMessage.cpp
     OpenAIMessage.hpp OpenAIMessage.cpp
     ValidationUtils.hpp ValidationUtils.cpp
-    ProviderID.hpp
+    MessageBuilder.hpp MessageBuilder.cpp
 )
 
 target_link_libraries(LLMCore

llmcore/ContextData.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -20,37 +20,14 @@
 #pragma once
 
 #include <QString>
-#include <QVector>
 
 namespace QodeAssist::LLMCore {
 
-struct Message
-{
-    QString role;
-    QString content;
-
-    // clang-format off
-    bool operator==(const Message&) const = default;
-    // clang-format on
-};
-
-struct FileMetadata
-{
-    QString filePath;
-    QString content;
-    bool operator==(const FileMetadata &) const = default;
-};
-
 struct ContextData
 {
-    std::optional<QString> systemPrompt;
-    std::optional<QString> prefix;
-    std::optional<QString> suffix;
-    std::optional<QString> fileContext;
-    std::optional<QVector<Message>> history;
-    std::optional<QList<FileMetadata>> filesMetadata;
-
-    bool operator==(const ContextData &) const = default;
+    QString prefix;
+    QString suffix;
+    QString fileContext;
 };
 
 } // namespace QodeAssist::LLMCore

llmcore/IPromptProvider.hpp

@@ -1,39 +0,0 @@
-/*
- * Copyright (C) 2025 Povilas Kanapickas <povilas@radix.lt>
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#pragma once
-
-#include "PromptTemplate.hpp"
-#include <QString>
-
-namespace QodeAssist::LLMCore {
-
-class IPromptProvider
-{
-public:
-    virtual ~IPromptProvider() = default;
-
-    virtual PromptTemplate *getTemplateByName(const QString &templateName) const = 0;
-
-    virtual QStringList templatesNames() const = 0;
-
-    virtual QStringList getTemplatesForProvider(ProviderID id) const = 0;
-};
-
-} // namespace QodeAssist::LLMCore

llmcore/IProviderRegistry.hpp

@@ -1,36 +0,0 @@
-/*
- * Copyright (C) 2025 Povilas Kanapickas <povilas@radix.lt>
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#pragma once
-
-#include "Provider.hpp"
-
-namespace QodeAssist::LLMCore {
-
-class IProviderRegistry
-{
-public:
-    virtual ~IProviderRegistry() = default;
-
-    virtual Provider *getProviderByName(const QString &providerName) = 0;
-
-    virtual QStringList providersNames() const = 0;
-};
-
-} // namespace QodeAssist::LLMCore

llmcore/MessageBuilder.cpp

@@ -0,0 +1,93 @@
+/* 
+ * Copyright (C) 2024 Petr Mironychev
+ *
+ * This file is part of QodeAssist.
+ *
+ * QodeAssist is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * QodeAssist is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "MessageBuilder.hpp"
+
+QodeAssist::LLMCore::MessageBuilder &QodeAssist::LLMCore::MessageBuilder::addSystemMessage(
+    const QString &content)
+{
+    m_systemMessage = content;
+    return *this;
+}
+
+QodeAssist::LLMCore::MessageBuilder &QodeAssist::LLMCore::MessageBuilder::addUserMessage(
+    const QString &content)
+{
+    m_messages.append({MessageRole::User, content});
+    return *this;
+}
+
+QodeAssist::LLMCore::MessageBuilder &QodeAssist::LLMCore::MessageBuilder::addSuffix(
+    const QString &content)
+{
+    m_suffix = content;
+    return *this;
+}
+
+QodeAssist::LLMCore::MessageBuilder &QodeAssist::LLMCore::MessageBuilder::addTokenizer(
+    PromptTemplate *promptTemplate)
+{
+    m_promptTemplate = promptTemplate;
+    return *this;
+}
+
+QString QodeAssist::LLMCore::MessageBuilder::roleToString(MessageRole role) const
+{
+    switch (role) {
+    case MessageRole::System:
+        return ROLE_SYSTEM;
+    case MessageRole::User:
+        return ROLE_USER;
+    case MessageRole::Assistant:
+        return ROLE_ASSISTANT;
+    default:
+        return ROLE_USER;
+    }
+}
+
+void QodeAssist::LLMCore::MessageBuilder::saveTo(QJsonObject &request, ProvidersApi api)
+{
+    if (!m_promptTemplate) {
+        return;
+    }
+
+    ContextData context{
+        m_messages.isEmpty() ? QString() : m_messages.last().content, m_suffix, m_systemMessage};
+
+    if (api == ProvidersApi::Ollama) {
+        if (m_promptTemplate->type() == TemplateType::Fim) {
+            request["system"] = m_systemMessage;
+            m_promptTemplate->prepareRequest(request, context);
+        } else {
+            QJsonArray messages;
+
+            messages.append(QJsonObject{{"role", "system"}, {"content", m_systemMessage}});
+            messages.append(QJsonObject{{"role", "user"}, {"content", m_messages.last().content}});
+            request["messages"] = messages;
+            m_promptTemplate->prepareRequest(request, context);
+        }
+    } else if (api == ProvidersApi::OpenAI) {
+        QJsonArray messages;
+
+        messages.append(QJsonObject{{"role", "system"}, {"content", m_systemMessage}});
+        messages.append(QJsonObject{{"role", "user"}, {"content", m_messages.last().content}});
+        request["messages"] = messages;
+        m_promptTemplate->prepareRequest(request, context);
+    }
+}

llmcore/MessageBuilder.hpp

@@ -0,0 +1,68 @@
+/* 
+ * Copyright (C) 2024 Petr Mironychev
+ *
+ * This file is part of QodeAssist.
+ *
+ * QodeAssist is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * QodeAssist is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#pragma once
+
+#include <QJsonArray>
+#include <QJsonObject>
+#include <QString>
+#include <QVector>
+
+#include "PromptTemplate.hpp"
+
+namespace QodeAssist::LLMCore {
+
+enum class MessageRole { System, User, Assistant };
+
+enum class OllamaFormat { Messages, Completions };
+
+enum class ProvidersApi { Ollama, OpenAI, Claude };
+
+static const QString ROLE_SYSTEM = "system";
+static const QString ROLE_USER = "user";
+static const QString ROLE_ASSISTANT = "assistant";
+
+struct Message
+{
+    MessageRole role;
+    QString content;
+};
+
+class MessageBuilder
+{
+public:
+    MessageBuilder &addSystemMessage(const QString &content);
+
+    MessageBuilder &addUserMessage(const QString &content);
+
+    MessageBuilder &addSuffix(const QString &content);
+
+    MessageBuilder &addTokenizer(PromptTemplate *promptTemplate);
+
+    QString roleToString(MessageRole role) const;
+
+    void saveTo(QJsonObject &request, ProvidersApi api);
+
+private:
+    QString m_systemMessage;
+    QString m_suffix;
+    QVector<Message> m_messages;
+    PromptTemplate *m_promptTemplate;
+};
+} // namespace QodeAssist::LLMCore

llmcore/OllamaMessage.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

llmcore/OllamaMessage.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

llmcore/OpenAIMessage.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

llmcore/OpenAIMessage.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *

llmcore/PromptProviderChat.hpp

@@ -1,53 +0,0 @@
-/*
- * Copyright (C) 2025 Povilas Kanapickas <povilas@radix.lt>
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#pragma once
-
-#include "IPromptProvider.hpp"
-#include "PromptTemplate.hpp"
-#include "PromptTemplateManager.hpp"
-
-namespace QodeAssist::LLMCore {
-
-class PromptProviderChat : public IPromptProvider
-{
-public:
-    explicit PromptProviderChat(PromptTemplateManager &templateManager)
-        : m_templateManager(templateManager)
-    {}
-
-    ~PromptProviderChat() = default;
-
-    PromptTemplate *getTemplateByName(const QString &templateName) const override
-    {
-        return m_templateManager.getChatTemplateByName(templateName);
-    }
-
-    QStringList templatesNames() const override { return m_templateManager.chatTemplatesNames(); }
-
-    QStringList getTemplatesForProvider(ProviderID id) const override
-    {
-        return m_templateManager.getChatTemplatesForProvider(id);
-    }
-
-private:
-    PromptTemplateManager &m_templateManager;
-};
-
-} // namespace QodeAssist::LLMCore

llmcore/PromptProviderFim.hpp

@@ -1,52 +0,0 @@
-/*
- * Copyright (C) 2025 Povilas Kanapickas <povilas@radix.lt>
- *
- * This file is part of QodeAssist.
- *
- * QodeAssist is free software: you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * QodeAssist is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
- */
-
-#pragma once
-
-#include "IPromptProvider.hpp"
-#include "PromptTemplateManager.hpp"
-
-namespace QodeAssist::LLMCore {
-
-class PromptProviderFim : public IPromptProvider
-{
-public:
-    explicit PromptProviderFim(PromptTemplateManager &templateManager)
-        : m_templateManager(templateManager)
-    {}
-
-    ~PromptProviderFim() = default;
-
-    PromptTemplate *getTemplateByName(const QString &templateName) const override
-    {
-        return m_templateManager.getFimTemplateByName(templateName);
-    }
-
-    QStringList templatesNames() const override { return m_templateManager.fimTemplatesNames(); }
-
-    QStringList getTemplatesForProvider(ProviderID id) const override
-    {
-        return m_templateManager.getFimTemplatesForProvider(id);
-    }
-
-private:
-    PromptTemplateManager &m_templateManager;
-};
-
-} // namespace QodeAssist::LLMCore

llmcore/PromptTemplate.hpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -24,11 +24,10 @@
 #include <QString>
 
 #include "ContextData.hpp"
-#include "ProviderID.hpp"
 
 namespace QodeAssist::LLMCore {
 
-enum class TemplateType { Chat, FIM };
+enum class TemplateType { Chat, Fim };
 
 class PromptTemplate
 {
@@ -36,9 +35,9 @@ public:
     virtual ~PromptTemplate() = default;
     virtual TemplateType type() const = 0;
     virtual QString name() const = 0;
+    virtual QString promptTemplate() const = 0;
     virtual QStringList stopWords() const = 0;
     virtual void prepareRequest(QJsonObject &request, const ContextData &context) const = 0;
     virtual QString description() const = 0;
-    virtual bool isSupportProvider(ProviderID id) const = 0;
 };
 } // namespace QodeAssist::LLMCore

llmcore/PromptTemplateManager.cpp

@@ -1,5 +1,5 @@
 /* 
- * Copyright (C) 2024-2025 Petr Mironychev
+ * Copyright (C) 2024 Petr Mironychev
  *
  * This file is part of QodeAssist.
  *
@@ -37,32 +37,6 @@ QStringList PromptTemplateManager::chatTemplatesNames() const
     return m_chatTemplates.keys();
 }
 
-QStringList PromptTemplateManager::getFimTemplatesForProvider(ProviderID id)
-{
-    QStringList templateList;
-
-    for (const auto tmpl : m_fimTemplates) {
-        if (tmpl->isSupportProvider(id)) {
-            templateList.append(tmpl->name());
-        }
-    }
-
-    return templateList;
-}
-
-QStringList PromptTemplateManager::getChatTemplatesForProvider(ProviderID id)
-{
-    QStringList templateList;
-
-    for (const auto tmpl : m_chatTemplates) {
-        if (tmpl->isSupportProvider(id)) {
-            templateList.append(tmpl->name());
-        }
-    }
-
-    return templateList;
-}
-
 PromptTemplateManager::~PromptTemplateManager()
 {
     qDeleteAll(m_fimTemplates);
@@ -70,15 +44,11 @@ PromptTemplateManager::~PromptTemplateManager()
 
 PromptTemplate *PromptTemplateManager::getFimTemplateByName(const QString &templateName)
 {
-    if (!m_fimTemplates.contains(templateName))
-        return m_fimTemplates.first();
     return m_fimTemplates[templateName];
 }
 
 PromptTemplate *PromptTemplateManager::getChatTemplateByName(const QString &templateName)
 {
-    if (!m_chatTemplates.contains(templateName))
-        return m_chatTemplates.first();
     return m_chatTemplates[templateName];
 }