httpserver

gpt4all-chat/CMakeLists.txt

@@ -36,7 +36,7 @@ configure_file(
   "${CMAKE_CURRENT_BINARY_DIR}/config.h"
 )
 
-find_package(Qt6 6.2 COMPONENTS Core Quick QuickDialogs2 Svg REQUIRED)
+find_package(Qt6 6.5 COMPONENTS Core Quick QuickDialogs2 Svg HttpServer REQUIRED)
 
 # Get the Qt6Core target properties
 get_target_property(Qt6Core_INCLUDE_DIRS Qt6::Core INTERFACE_INCLUDE_DIRECTORIES)
@@ -64,6 +64,7 @@ qt_add_executable(chat
     download.h download.cpp
     network.h network.cpp
     llm.h llm.cpp
+    server.h server.cpp
     sysinfo.h
 )
 
@@ -118,7 +119,7 @@ endif()
 target_compile_definitions(chat
     PRIVATE $<$<OR:$<CONFIG:Debug>,$<CONFIG:RelWithDebInfo>>:QT_QML_DEBUG>)
 target_link_libraries(chat
-    PRIVATE Qt6::Quick Qt6::Svg)
+    PRIVATE Qt6::Quick Qt6::Svg Qt6::HttpServer)
 target_link_libraries(chat
     PRIVATE llmodel)
 

gpt4all-chat/chat.cpp

@@ -11,6 +11,20 @@ Chat::Chat(QObject *parent)
     , m_responseInProgress(false)
     , m_creationDate(QDateTime::currentSecsSinceEpoch())
     , m_llmodel(new ChatLLM(this))
+    , m_isServer(false)
+{
+    connectLLM();
+}
+
+Chat::Chat(bool isServer, QObject *parent)
+    : QObject(parent)
+    , m_id(Network::globalInstance()->generateUniqueId())
+    , m_name(tr("Server Chat"))
+    , m_chatModel(new ChatModel(this))
+    , m_responseInProgress(false)
+    , m_creationDate(QDateTime::currentSecsSinceEpoch())
+    , m_llmodel(new Server(this))
+    , m_isServer(true)
 {
     connectLLM();
 }
@@ -138,11 +152,19 @@ void Chat::setModelName(const QString &modelName)
 
 void Chat::newPromptResponsePair(const QString &prompt)
 {
+    m_chatModel->updateCurrentResponse(m_chatModel->count() - 1, false);
     m_chatModel->appendPrompt(tr("Prompt: "), prompt);
     m_chatModel->appendResponse(tr("Response: "), prompt);
     emit resetResponseRequested(); // blocking queued connection
 }
 
+void Chat::serverNewPromptResponsePair(const QString &prompt)
+{
+    m_chatModel->updateCurrentResponse(m_chatModel->count() - 1, false);
+    m_chatModel->appendPrompt(tr("Prompt: "), prompt);
+    m_chatModel->appendResponse(tr("Response: "), prompt);
+}
+
 bool Chat::isRecalc() const
 {
     return m_llmodel->isRecalc();
@@ -236,6 +258,17 @@ QList<QString> Chat::modelList() const
     QString exePath = QCoreApplication::applicationDirPath() + QDir::separator();
     QString localPath = Download::globalInstance()->downloadLocalModelsPath();
 
+    QSettings settings;
+    settings.sync();
+    // The user default model can be set by the user in the settings dialog. The "default" user
+    // default model is "Application default" which signals we should use the default model that was
+    // specified by the models.json file.
+    QString defaultModel = settings.value("userDefaultModel").toString();
+    if (defaultModel.isEmpty() || defaultModel == "Application default")
+        defaultModel = settings.value("defaultModel").toString();
+
+    QString currentModelName = modelName().isEmpty() ? defaultModel : modelName();
+
     {
         QDir dir(exePath);
         dir.setNameFilters(QStringList() << "ggml-*.bin");
@@ -245,7 +278,7 @@ QList<QString> Chat::modelList() const
             QFileInfo info(filePath);
             QString name = info.completeBaseName().remove(0, 5);
             if (info.exists()) {
-                if (name == modelName())
+                if (name == currentModelName)
                     list.prepend(name);
                 else
                     list.append(name);
@@ -262,7 +295,7 @@ QList<QString> Chat::modelList() const
             QFileInfo info(filePath);
             QString name = info.completeBaseName().remove(0, 5);
             if (info.exists() && !list.contains(name)) { // don't allow duplicates
-                if (name == modelName())
+                if (name == currentModelName)
                     list.prepend(name);
                 else
                     list.append(name);

gpt4all-chat/chat.h

@@ -7,6 +7,7 @@
 
 #include "chatllm.h"
 #include "chatmodel.h"
+#include "server.h"
 
 class Chat : public QObject
 {
@@ -20,11 +21,13 @@ class Chat : public QObject
     Q_PROPERTY(bool responseInProgress READ responseInProgress NOTIFY responseInProgressChanged)
     Q_PROPERTY(bool isRecalc READ isRecalc NOTIFY recalcChanged)
     Q_PROPERTY(QList<QString> modelList READ modelList NOTIFY modelListChanged)
+    Q_PROPERTY(bool isServer READ isServer NOTIFY isServerChanged)
     QML_ELEMENT
     QML_UNCREATABLE("Only creatable from c++!")
 
 public:
     explicit Chat(QObject *parent = nullptr);
+    explicit Chat(bool isServer, QObject *parent = nullptr);
     virtual ~Chat();
     void connectLLM();
 
@@ -61,6 +64,10 @@ public:
     bool deserialize(QDataStream &stream, int version);
 
     QList<QString> modelList() const;
+    bool isServer() const { return m_isServer; }
+
+public Q_SLOTS:
+    void serverNewPromptResponsePair(const QString &prompt);
 
 Q_SIGNALS:
     void idChanged();
@@ -85,6 +92,7 @@ Q_SIGNALS:
     void generateNameRequested();
     void modelListChanged();
     void modelLoadingError(const QString &error);
+    void isServerChanged();
 
 private Q_SLOTS:
     void handleResponseChanged();
@@ -103,6 +111,7 @@ private:
     bool m_responseInProgress;
     qint64 m_creationDate;
     ChatLLM *m_llmodel;
+    bool m_isServer;
 };
 
 #endif // CHAT_H

gpt4all-chat/chatlistmodel.cpp

@@ -1,5 +1,6 @@
 #include "chatlistmodel.h"
 #include "download.h"
+#include "llm.h"
 
 #include <QFile>
 #include <QDataStream>
@@ -11,6 +12,7 @@ ChatListModel::ChatListModel(QObject *parent)
     : QAbstractListModel(parent)
     , m_newChat(nullptr)
     , m_dummyChat(nullptr)
+    , m_serverChat(nullptr)
     , m_currentChat(nullptr)
     , m_shouldSaveChats(false)
 {
@@ -243,4 +245,16 @@ void ChatListModel::chatsRestoredFinished()
 
     if (m_chats.isEmpty())
         addChat();
+
+    addServerChat();
+}
+
+void ChatListModel::handleServerEnabledChanged()
+{
+    if (LLM::globalInstance()->serverEnabled() || m_serverChat != m_currentChat)
+        return;
+
+    Chat *nextChat = get(0);
+    Q_ASSERT(nextChat && nextChat != m_serverChat);
+    setCurrentChat(nextChat);
 }

gpt4all-chat/chatlistmodel.h

@@ -94,6 +94,19 @@ public:
         emit currentChatChanged();
     }
 
+    Q_INVOKABLE void addServerChat()
+    {
+        // Create a new dummy chat pointer and don't connect it
+        if (m_serverChat)
+            return;
+
+        m_serverChat = new Chat(true /*isServer*/, this);
+        beginInsertRows(QModelIndex(), m_chats.size(), m_chats.size());
+        m_chats.append(m_serverChat);
+        endInsertRows();
+        emit countChanged();
+    }
+
     void setNewChat(Chat* chat)
     {
         // Don't add a new chat if we already have one
@@ -161,7 +174,7 @@ public:
             m_currentChat->unloadModel();
 
         m_currentChat = chat;
-        if (!m_currentChat->isModelLoaded())
+        if (!m_currentChat->isModelLoaded() && m_currentChat != m_serverChat)
             m_currentChat->reloadModel();
         emit currentChatChanged();
     }
@@ -179,6 +192,9 @@ public:
     void restoreChat(Chat *chat);
     void chatsRestoredFinished();
 
+public Q_SLOTS:
+    void handleServerEnabledChanged();
+
 Q_SIGNALS:
     void countChanged();
     void currentChatChanged();
@@ -226,6 +242,7 @@ private:
     bool m_shouldSaveChats;
     Chat* m_newChat;
     Chat* m_dummyChat;
+    Chat* m_serverChat;
     Chat* m_currentChat;
     QList<Chat*> m_chats;
 };

gpt4all-chat/chatllm.cpp

@@ -41,6 +41,7 @@ ChatLLM::ChatLLM(Chat *parent)
     : QObject{nullptr}
     , m_llmodel(nullptr)
     , m_promptResponseTokens(0)
+    , m_promptTokens(0)
     , m_responseLogits(0)
     , m_isRecalc(false)
     , m_chat(parent)
@@ -49,6 +50,7 @@ ChatLLM::ChatLLM(Chat *parent)
     connect(this, &ChatLLM::sendStartup, Network::globalInstance(), &Network::sendStartup);
     connect(this, &ChatLLM::sendModelLoaded, Network::globalInstance(), &Network::sendModelLoaded);
     connect(m_chat, &Chat::idChanged, this, &ChatLLM::handleChatIdChanged);
+    connect(&m_llmThread, &QThread::started, this, &ChatLLM::threadStarted);
     m_llmThread.setObjectName(m_chat->id());
     m_llmThread.start();
 }
@@ -69,18 +71,7 @@ bool ChatLLM::loadDefaultModel()
             &ChatLLM::loadDefaultModel, Qt::SingleShotConnection);
         return false;
     }
-
+    return loadModel(models.first());
-    QSettings settings;
-    settings.sync();
-    // The user default model can be set by the user in the settings dialog. The "default" user
-    // default model is "Application default" which signals we should use the default model that was
-    // specified by the models.json file.
-    QString defaultModel = settings.value("userDefaultModel").toString();
-    if (defaultModel.isEmpty() || !models.contains(defaultModel) || defaultModel == "Application default")
-        defaultModel = settings.value("defaultModel").toString();
-    if (defaultModel.isEmpty() || !models.contains(defaultModel))
-        defaultModel = models.first();
-    return loadModel(defaultModel);
 }
 
 bool ChatLLM::loadModel(const QString &modelName)
@@ -89,7 +80,7 @@ bool ChatLLM::loadModel(const QString &modelName)
         return true;
 
     if (isModelLoaded()) {
-        resetContextPrivate();
+        resetContextProtected();
         delete m_llmodel;
         m_llmodel = nullptr;
         emit isModelLoadedChanged();
@@ -161,6 +152,7 @@ void ChatLLM::regenerateResponse()
     m_ctx.logits.erase(m_ctx.logits.end() -= m_responseLogits, m_ctx.logits.end());
     m_ctx.tokens.erase(m_ctx.tokens.end() -= m_promptResponseTokens, m_ctx.tokens.end());
     m_promptResponseTokens = 0;
+    m_promptTokens = 0;
     m_responseLogits = 0;
     m_response = std::string();
     emit responseChanged();
@@ -168,6 +160,7 @@ void ChatLLM::regenerateResponse()
 
 void ChatLLM::resetResponse()
 {
+    m_promptTokens = 0;
     m_promptResponseTokens = 0;
     m_responseLogits = 0;
     m_response = std::string();
@@ -176,11 +169,11 @@ void ChatLLM::resetResponse()
 
 void ChatLLM::resetContext()
 {
-    resetContextPrivate();
+    resetContextProtected();
     emit sendResetContext();
 }
 
-void ChatLLM::resetContextPrivate()
+void ChatLLM::resetContextProtected()
 {
     regenerateResponse();
     m_ctx = LLModel::PromptContext();
@@ -235,6 +228,7 @@ bool ChatLLM::handlePrompt(int32_t token)
 #if defined(DEBUG)
     qDebug() << "chatllm prompt process" << m_chat->id() << token;
 #endif
+    ++m_promptTokens;
     ++m_promptResponseTokens;
     return !m_stopGenerating;
 }

gpt4all-chat/chatllm.h

@@ -70,9 +70,15 @@ Q_SIGNALS:
     void sendResetContext();
     void generatedNameChanged();
     void stateChanged();
+    void threadStarted();
+
+protected:
+    LLModel::PromptContext m_ctx;
+    quint32 m_promptTokens;
+    quint32 m_promptResponseTokens;
+    void resetContextProtected();
 
 private:
-    void resetContextPrivate();
     bool handlePrompt(int32_t token);
     bool handleResponse(int32_t token, const std::string &response);
     bool handleRecalculate(bool isRecalc);
@@ -83,11 +89,9 @@ private:
     void restoreState();
 
 private:
-    LLModel::PromptContext m_ctx;
     LLModel *m_llmodel;
     std::string m_response;
     std::string m_nameResponse;
-    quint32 m_promptResponseTokens;
     quint32 m_responseLogits;
     QString m_modelName;
     ModelType m_modelType;

gpt4all-chat/llm.cpp

@@ -22,10 +22,13 @@ LLM::LLM()
     : QObject{nullptr}
     , m_chatListModel(new ChatListModel(this))
     , m_threadCount(std::min(4, (int32_t) std::thread::hardware_concurrency()))
+    , m_serverEnabled(false)
     , m_compatHardware(true)
 {
     connect(QCoreApplication::instance(), &QCoreApplication::aboutToQuit,
         this, &LLM::aboutToQuit);
+    connect(this, &LLM::serverEnabledChanged,
+        m_chatListModel, &ChatListModel::handleServerEnabledChanged);
 
 #if defined(__x86_64__) || defined(__i386__)
     if (QString(GPT4ALL_AVX_ONLY) == "OFF") {
@@ -73,6 +76,19 @@ void LLM::setThreadCount(int32_t n_threads)
     emit threadCountChanged();
 }
 
+bool LLM::serverEnabled() const
+{
+    return m_serverEnabled;
+}
+
+void LLM::setServerEnabled(bool enabled)
+{
+    if (m_serverEnabled == enabled)
+        return;
+    m_serverEnabled = enabled;
+    emit serverEnabledChanged();
+}
+
 void LLM::aboutToQuit()
 {
     m_chatListModel->saveChats();

gpt4all-chat/llm.h

@@ -10,6 +10,7 @@ class LLM : public QObject
     Q_OBJECT
     Q_PROPERTY(ChatListModel *chatListModel READ chatListModel NOTIFY chatListModelChanged)
     Q_PROPERTY(int32_t threadCount READ threadCount WRITE setThreadCount NOTIFY threadCountChanged)
+    Q_PROPERTY(bool serverEnabled READ serverEnabled WRITE setServerEnabled NOTIFY serverEnabledChanged)
     Q_PROPERTY(bool compatHardware READ compatHardware NOTIFY compatHardwareChanged)
 
 public:
@@ -18,6 +19,9 @@ public:
     ChatListModel *chatListModel() const { return m_chatListModel; }
     int32_t threadCount() const;
     void setThreadCount(int32_t n_threads);
+    bool serverEnabled() const;
+    void setServerEnabled(bool enabled);
+
     bool compatHardware() const { return m_compatHardware; }
 
     Q_INVOKABLE bool checkForUpdates() const;
@@ -25,6 +29,7 @@ public:
 Q_SIGNALS:
     void chatListModelChanged();
     void threadCountChanged();
+    void serverEnabledChanged();
     void compatHardwareChanged();
 
 private Q_SLOTS:
@@ -33,6 +38,7 @@ private Q_SLOTS:
 private:
     ChatListModel *m_chatListModel;
     int32_t m_threadCount;
+    bool m_serverEnabled;
     bool m_compatHardware;
 
 private:

gpt4all-chat/main.qml

@@ -122,7 +122,7 @@ Window {
         Item {
             anchors.centerIn: parent
             height: childrenRect.height
-            visible: currentChat.isModelLoaded
+            visible: currentChat.isModelLoaded || currentChat.isServer
 
             Label {
                 id: modelLabel
@@ -142,6 +142,7 @@ Window {
                 anchors.top: modelLabel.top
                 anchors.bottom: modelLabel.bottom
                 anchors.horizontalCenter: parent.horizontalCenter
+                enabled: !currentChat.isServer
                 font.pixelSize: theme.fontSizeLarge
                 spacing: 0
                 model: currentChat.modelList
@@ -206,8 +207,8 @@ Window {
 
         BusyIndicator {
             anchors.centerIn: parent
-            visible: !currentChat.isModelLoaded
+            visible: !currentChat.isModelLoaded && !currentChat.isServer
-            running: !currentChat.isModelLoaded
+            running: !currentChat.isModelLoaded && !currentChat.isServer
             Accessible.role: Accessible.Animation
             Accessible.name: qsTr("Busy indicator")
             Accessible.description: qsTr("Displayed when the model is loading")
@@ -570,13 +571,13 @@ Window {
             anchors.left: parent.left
             anchors.right: parent.right
             anchors.top: parent.top
-            anchors.bottom: textInputView.top
+            anchors.bottom: !currentChat.isServer ? textInputView.top : parent.bottom
-            anchors.bottomMargin: 30
+            anchors.bottomMargin: !currentChat.isServer ? 30 : 0
             ScrollBar.vertical.policy: ScrollBar.AlwaysOn
 
             Rectangle {
                 anchors.fill: parent
-                color: theme.backgroundLighter
+                color: currentChat.isServer ? theme.backgroundDark : theme.backgroundLighter
 
                 ListView {
                     id: listView
@@ -598,7 +599,9 @@ Window {
                         cursorVisible: currentResponse ? currentChat.responseInProgress : false
                         cursorPosition: text.length
                         background: Rectangle {
-                            color: name === qsTr("Response: ") ? theme.backgroundLighter : theme.backgroundLight
+                            color: name === qsTr("Response: ")
+                                ? (currentChat.isServer ? theme.backgroundDarkest : theme.backgroundLighter)
+                                : (currentChat.isServer ? theme.backgroundDark : theme.backgroundLight)
                         }
 
                         Accessible.role: Accessible.Paragraph
@@ -757,7 +760,7 @@ Window {
         }
 
         Button {
-            visible: chatModel.count
+            visible: chatModel.count && !currentChat.isServer
             Image {
                 anchors.verticalCenter: parent.verticalCenter
                 anchors.left: parent.left
@@ -819,13 +822,14 @@ Window {
             anchors.bottom: parent.bottom
             anchors.margins: 30
             height: Math.min(contentHeight, 200)
+            visible: !currentChat.isServer
 
             TextArea {
                 id: textInput
                 color: theme.textColor
                 padding: 20
                 rightPadding: 40
-                enabled: currentChat.isModelLoaded
+                enabled: currentChat.isModelLoaded && !currentChat.isServer
                 wrapMode: Text.WordWrap
                 font.pixelSize: theme.fontSizeLarge
                 placeholderText: qsTr("Send a message...")
@@ -850,12 +854,6 @@ Window {
                         return
 
                     currentChat.stopGenerating()
-
-                    if (chatModel.count) {
-                        var index = Math.max(0, chatModel.count - 1);
-                        var listElement = chatModel.get(index);
-                        chatModel.updateCurrentResponse(index, false);
-                    }
                     currentChat.newPromptResponsePair(textInput.text);
                     currentChat.prompt(textInput.text, settingsDialog.promptTemplate,
                                settingsDialog.maxLength,
@@ -876,6 +874,7 @@ Window {
             anchors.rightMargin: 15
             width: 30
             height: 30
+            visible: !currentChat.isServer
 
             background: Image {
                 anchors.centerIn: parent

gpt4all-chat/qml/ChatDrawer.qml

@@ -83,9 +83,11 @@ Drawer {
                     height: chatName.height
                     opacity: 0.9
                     property bool isCurrent: LLM.chatListModel.currentChat === LLM.chatListModel.get(index)
+                    property bool isServer: LLM.chatListModel.get(index) && LLM.chatListModel.get(index).isServer
                     property bool trashQuestionDisplayed: false
+                    visible: !isServer || LLM.serverEnabled
                     z: isCurrent ? 199 : 1
-                    color: index % 2 === 0 ? theme.backgroundLight : theme.backgroundLighter
+                    color: isServer ? theme.backgroundDarkest : (index % 2 === 0 ? theme.backgroundLight : theme.backgroundLighter)
                     border.width: isCurrent
                     border.color: chatName.readOnly ? theme.assistantColor : theme.userColor
                     TextField {
@@ -149,7 +151,7 @@ Drawer {
                             id: editButton
                             width: 30
                             height: 30
-                            visible: isCurrent
+                            visible: isCurrent && !isServer
                             opacity: trashQuestionDisplayed ? 0.5 : 1.0
                             background: Image {
                                 width: 30
@@ -166,10 +168,10 @@ Drawer {
                             Accessible.description: qsTr("Provides a button to edit the chat name")
                         }
                         Button {
-                            id: c
+                            id: trashButton
                             width: 30
                             height: 30
-                            visible: isCurrent
+                            visible: isCurrent && !isServer
                             background: Image {
                                 width: 30
                                 height: 30

gpt4all-chat/qml/SettingsDialog.qml

@@ -40,6 +40,7 @@ Dialog {
     property int defaultRepeatPenaltyTokens: 64
     property int defaultThreadCount: 0
     property bool defaultSaveChats: false
+    property bool defaultServerChat: false
     property string defaultPromptTemplate: "### Human:
 %1
 ### Assistant:\n"
@@ -56,6 +57,7 @@ Dialog {
     property alias repeatPenaltyTokens: settings.repeatPenaltyTokens
     property alias threadCount: settings.threadCount
     property alias saveChats: settings.saveChats
+    property alias serverChat: settings.serverChat
     property alias modelPath: settings.modelPath
     property alias userDefaultModel: settings.userDefaultModel
 
@@ -68,6 +70,7 @@ Dialog {
         property int promptBatchSize: settingsDialog.defaultPromptBatchSize
         property int threadCount: settingsDialog.defaultThreadCount
         property bool saveChats: settingsDialog.defaultSaveChats
+        property bool serverChat: settingsDialog.defaultServerChat
         property real repeatPenalty: settingsDialog.defaultRepeatPenalty
         property int repeatPenaltyTokens: settingsDialog.defaultRepeatPenaltyTokens
         property string promptTemplate: settingsDialog.defaultPromptTemplate
@@ -91,15 +94,18 @@ Dialog {
         settings.modelPath = settingsDialog.defaultModelPath
         settings.threadCount = defaultThreadCount
         settings.saveChats = defaultSaveChats
+        settings.serverChat = defaultServerChat
         settings.userDefaultModel = defaultUserDefaultModel
         Download.downloadLocalModelsPath = settings.modelPath
         LLM.threadCount = settings.threadCount
+        LLM.serverEnabled = settings.serverChat
         LLM.chatListModel.shouldSaveChats = settings.saveChats
         settings.sync()
     }
 
     Component.onCompleted: {
         LLM.threadCount = settings.threadCount
+        LLM.serverEnabled = settings.serverChat
         LLM.chatListModel.shouldSaveChats = settings.saveChats
         Download.downloadLocalModelsPath = settings.modelPath
     }
@@ -796,8 +802,60 @@ Dialog {
                             leftPadding: saveChatsBox.indicator.width + saveChatsBox.spacing
                         }
                     }
-                    Button {
+                    Label {
+                        id: serverChatLabel
+                        text: qsTr("Enable web server:")
+                        color: theme.textColor
                         Layout.row: 5
+                        Layout.column: 0
+                    }
+                    CheckBox {
+                        id: serverChatBox
+                        Layout.row: 5
+                        Layout.column: 1
+                        checked: settings.serverChat
+                        onClicked: {
+                            settingsDialog.serverChat = serverChatBox.checked
+                            LLM.serverEnabled = serverChatBox.checked
+                            settings.sync()
+                        }
+
+                        ToolTip.text: qsTr("WARNING: This enables the gui to act as a local web server for AI API requests")
+                        ToolTip.visible: hovered
+
+                        background: Rectangle {
+                            color: "transparent"
+                        }
+
+                        indicator: Rectangle {
+                            implicitWidth: 26
+                            implicitHeight: 26
+                            x: serverChatBox.leftPadding
+                            y: parent.height / 2 - height / 2
+                            border.color: theme.dialogBorder
+                            color: "transparent"
+
+                            Rectangle {
+                                width: 14
+                                height: 14
+                                x: 6
+                                y: 6
+                                color: theme.textColor
+                                visible: serverChatBox.checked
+                            }
+                        }
+
+                        contentItem: Text {
+                            text: serverChatBox.text
+                            font: serverChatBox.font
+                            opacity: enabled ? 1.0 : 0.3
+                            color: theme.textColor
+                            verticalAlignment: Text.AlignVCenter
+                            leftPadding: serverChatBox.indicator.width + serverChatBox.spacing
+                        }
+                    }
+                    Button {
+                        Layout.row: 6
                         Layout.column: 1
                         Layout.fillWidth: true
                         padding: 10

gpt4all-chat/server.cpp

@@ -0,0 +1,356 @@
+#include "server.h"
+#include "llm.h"
+#include "download.h"
+
+#include <QJsonDocument>
+#include <QJsonArray>
+#include <QJsonObject>
+#include <QJsonValue>
+#include <iostream>
+
+//#define DEBUG
+
+static inline QString modelToName(const ModelInfo &info)
+{
+    QString modelName = info.filename;
+    Q_ASSERT(modelName.startsWith("ggml-"));
+    modelName = modelName.remove(0, 5);
+    Q_ASSERT(modelName.endsWith(".bin"));
+    modelName.chop(4);
+    return modelName;
+}
+
+static inline QJsonObject modelToJson(const ModelInfo &info)
+{
+    QString modelName = modelToName(info);
+
+    QJsonObject model;
+    model.insert("id", modelName);
+    model.insert("object", "model");
+    model.insert("created", "who can keep track?");
+    model.insert("owned_by", "humanity");
+    model.insert("root", modelName);
+    model.insert("parent", QJsonValue::Null);
+
+    QJsonArray permissions;
+    QJsonObject permissionObj;
+    permissionObj.insert("id", "foobarbaz");
+    permissionObj.insert("object", "model_permission");
+    permissionObj.insert("created", "does it really matter?");
+    permissionObj.insert("allow_create_engine", false);
+    permissionObj.insert("allow_sampling", false);
+    permissionObj.insert("allow_logprobs", false);
+    permissionObj.insert("allow_search_indices", false);
+    permissionObj.insert("allow_view", true);
+    permissionObj.insert("allow_fine_tuning", false);
+    permissionObj.insert("organization", "*");
+    permissionObj.insert("group", QJsonValue::Null);
+    permissionObj.insert("is_blocking", false);
+    permissions.append(permissionObj);
+    model.insert("permissions", permissions);
+    return model;
+}
+
+Server::Server(Chat *chat)
+    : ChatLLM(chat)
+    , m_chat(chat)
+    , m_server(nullptr)
+{
+    connect(this, &Server::threadStarted, this, &Server::start);
+}
+
+Server::~Server()
+{
+}
+
+void Server::start()
+{
+    m_server = new QHttpServer(this);
+    if (!m_server->listen(QHostAddress::LocalHost, 4891)) {
+        qWarning() << "ERROR: Unable to start the server";
+        return;
+    }
+
+    m_server->route("/v1/models", QHttpServerRequest::Method::Get,
+        [](const QHttpServerRequest &request) {
+            if (!LLM::globalInstance()->serverEnabled())
+                return QHttpServerResponse(QHttpServerResponder::StatusCode::Unauthorized);
+
+            const QList<ModelInfo> modelList = Download::globalInstance()->modelList();
+            QJsonObject root;
+            root.insert("object", "list");
+            QJsonArray data;
+            for (const ModelInfo &info : modelList) {
+                if (!info.installed)
+                    continue;
+                data.append(modelToJson(info));
+            }
+            root.insert("data", data);
+            return QHttpServerResponse(root);
+        }
+    );
+
+    m_server->route("/v1/models/<arg>", QHttpServerRequest::Method::Get,
+        [](const QString &model, const QHttpServerRequest &request) {
+            if (!LLM::globalInstance()->serverEnabled())
+                return QHttpServerResponse(QHttpServerResponder::StatusCode::Unauthorized);
+
+            const QList<ModelInfo> modelList = Download::globalInstance()->modelList();
+            QJsonObject object;
+            for (const ModelInfo &info : modelList) {
+                if (!info.installed)
+                    continue;
+
+                QString modelName = modelToName(info);
+                if (model == modelName) {
+                    object = modelToJson(info);
+                    break;
+                }
+            }
+            return QHttpServerResponse(object);
+        }
+    );
+
+    m_server->route("/v1/completions", QHttpServerRequest::Method::Post,
+        [=](const QHttpServerRequest &request) {
+            if (!LLM::globalInstance()->serverEnabled())
+                return QHttpServerResponse(QHttpServerResponder::StatusCode::Unauthorized);
+            return handleCompletionRequest(request, false);
+        }
+    );
+
+    m_server->route("/v1/chat/completions", QHttpServerRequest::Method::Post,
+        [=](const QHttpServerRequest &request) {
+            if (!LLM::globalInstance()->serverEnabled())
+                return QHttpServerResponse(QHttpServerResponder::StatusCode::Unauthorized);
+            return handleCompletionRequest(request, true);
+        }
+    );
+
+    connect(this, &Server::requestServerNewPromptResponsePair, m_chat,
+        &Chat::serverNewPromptResponsePair, Qt::BlockingQueuedConnection);
+}
+
+QHttpServerResponse Server::handleCompletionRequest(const QHttpServerRequest &request, bool isChat)
+{
+    // We've been asked to do a completion...
+    QJsonParseError err;
+    const QJsonDocument document = QJsonDocument::fromJson(request.body(), &err);
+    if (err.error || !document.isObject()) {
+        std::cerr << "ERROR: invalid json in completions body" << std::endl;
+        return QHttpServerResponse(QHttpServerResponder::StatusCode::NoContent);
+    }
+#if defined(DEBUG)
+    printf("/v1/completions %s\n", qPrintable(document.toJson(QJsonDocument::Indented)));
+    fflush(stdout);
+#endif
+    const QJsonObject body = document.object();
+    if (!body.contains("model")) { // required
+        std::cerr << "ERROR: completions contains no model" << std::endl;
+        return QHttpServerResponse(QHttpServerResponder::StatusCode::NoContent);
+    }
+    QJsonArray messages;
+    if (isChat) {
+        if (!body.contains("messages")) {
+            std::cerr << "ERROR: chat completions contains no messages" << std::endl;
+            return QHttpServerResponse(QHttpServerResponder::StatusCode::NoContent);
+        }
+        messages = body["messages"].toArray();
+    }
+
+    const QString model = body["model"].toString();
+    bool foundModel = false;
+    const QList<ModelInfo> modelList = Download::globalInstance()->modelList();
+    for (const ModelInfo &info : modelList) {
+        if (!info.installed)
+            continue;
+        if (model == modelToName(info)) {
+            foundModel = true;
+            break;
+        }
+    }
+
+    if (!foundModel) {
+        if (!loadDefaultModel()) {
+            std::cerr << "ERROR: couldn't load default model" << model.toStdString() << std::endl;
+            return QHttpServerResponse(QHttpServerResponder::StatusCode::BadRequest);
+        }
+    } else if (!loadModel(model)) {
+        std::cerr << "ERROR: couldn't load model" << model.toStdString() << std::endl;
+        return QHttpServerResponse(QHttpServerResponder::StatusCode::InternalServerError);
+    }
+
+    // We only support one prompt for now
+    QList<QString> prompts;
+    if (body.contains("prompt")) {
+        QJsonValue promptValue = body["prompt"];
+        if (promptValue.isString())
+            prompts.append(promptValue.toString());
+        else {
+            QJsonArray array = promptValue.toArray();
+            for (QJsonValue v : array)
+                prompts.append(v.toString());
+        }
+    } else
+        prompts.append(" ");
+
+    int max_tokens = 16;
+    if (body.contains("max_tokens"))
+        max_tokens = body["max_tokens"].toInt();
+
+    float temperature = 1.f;
+    if (body.contains("temperature"))
+        temperature = body["temperature"].toDouble();
+
+    float top_p = 1.f;
+    if (body.contains("top_p"))
+        top_p = body["top_p"].toDouble();
+
+    int n = 1;
+    if (body.contains("n"))
+        n = body["n"].toInt();
+
+    int logprobs = -1; // supposed to be null by default??
+    if (body.contains("logprobs"))
+        logprobs = body["logprobs"].toInt();
+
+    bool echo = false;
+    if (body.contains("echo"))
+        echo = body["echo"].toBool();
+
+    // We currently don't support any of the following...
+#if 0
+    // FIXME: Need configurable reverse prompts
+    QList<QString> stop;
+    if (body.contains("stop")) {
+        QJsonValue stopValue = body["stop"];
+        if (stopValue.isString())
+            stop.append(stopValue.toString());
+        else {
+            QJsonArray array = stopValue.toArray();
+            for (QJsonValue v : array)
+                stop.append(v.toString());
+        }
+    }
+
+    // FIXME: QHttpServer doesn't support server-sent events
+    bool stream = false;
+    if (body.contains("stream"))
+        stream = body["stream"].toBool();
+
+    // FIXME: What does this do?
+    QString suffix;
+    if (body.contains("suffix"))
+        suffix = body["suffix"].toString();
+
+    // FIXME: We don't support
+    float presence_penalty = 0.f;
+    if (body.contains("presence_penalty"))
+        top_p = body["presence_penalty"].toDouble();
+
+    // FIXME: We don't support
+    float frequency_penalty = 0.f;
+    if (body.contains("frequency_penalty"))
+        top_p = body["frequency_penalty"].toDouble();
+
+    // FIXME: We don't support
+    int best_of = 1;
+    if (body.contains("best_of"))
+        logprobs = body["best_of"].toInt();
+
+    // FIXME: We don't need
+    QString user;
+    if (body.contains("user"))
+        suffix = body["user"].toString();
+#endif
+
+    QString actualPrompt = prompts.first();
+
+    // if we're a chat completion we have messages which means we need to prepend these to the prompt
+    if (!messages.isEmpty()) {
+        QList<QString> chats;
+        for (int i = 0; i < messages.count();  ++i) {
+            QJsonValue v = messages.at(i);
+            QString content = v.toObject()["content"].toString();
+            if (!content.endsWith("\n") && i < messages.count() - 1)
+                content += "\n";
+            chats.append(content);
+        }
+        actualPrompt.prepend(chats.join("\n"));
+    }
+
+    // adds prompt/response items to GUI
+    emit requestServerNewPromptResponsePair(actualPrompt); // blocks
+
+    // don't remember any context
+    resetContextProtected();
+
+    QSettings settings;
+    settings.sync();
+    const QString promptTemplate = settings.value("promptTemplate", "%1").toString();
+    const float top_k = settings.value("topK", m_ctx.top_k).toDouble();
+    const int n_batch = settings.value("promptBatchSize", m_ctx.n_batch).toInt();
+    const float repeat_penalty = settings.value("repeatPenalty", m_ctx.repeat_penalty).toDouble();
+    const int repeat_last_n = settings.value("repeatPenaltyTokens", m_ctx.repeat_last_n).toInt();
+
+    int promptTokens = 0;
+    int responseTokens = 0;
+    QList<QString> responses;
+    for (int i = 0; i < n; ++i) {
+        if (!prompt(actualPrompt,
+            promptTemplate,
+            max_tokens /*n_predict*/,
+            top_k,
+            top_p,
+            temperature,
+            n_batch,
+            repeat_penalty,
+            repeat_last_n,
+            LLM::globalInstance()->threadCount())) {
+
+            std::cerr << "ERROR: couldn't prompt model" << model.toStdString() << std::endl;
+            return QHttpServerResponse(QHttpServerResponder::StatusCode::InternalServerError);
+        }
+        QString echoedPrompt = actualPrompt;
+        if (!echoedPrompt.endsWith("\n"))
+            echoedPrompt += "\n";
+        responses.append((echo ? QString("%1\n").arg(actualPrompt) : QString()) + response());
+        if (!promptTokens)
+            promptTokens += m_promptTokens;
+        responseTokens += m_promptResponseTokens - m_promptTokens;
+        if (i != n - 1)
+            resetResponse();
+    }
+
+    QJsonObject responseObject;
+    responseObject.insert("id", "foobarbaz");
+    responseObject.insert("object", "text_completion");
+    responseObject.insert("created", QDateTime::currentSecsSinceEpoch());
+    responseObject.insert("model", modelName());
+
+    QJsonArray choices;
+    int index = 0;
+    for (QString r : responses) {
+        QJsonObject choice;
+        choice.insert("text", r);
+        choice.insert("index", index++);
+        choice.insert("logprobs", QJsonValue::Null); // We don't support
+        choice.insert("finish_reason", responseTokens == max_tokens ? "length" : "stop");
+        choices.append(choice);
+    }
+    responseObject.insert("choices", choices);
+
+    QJsonObject usage;
+    usage.insert("prompt_tokens", int(promptTokens));
+    usage.insert("completion_tokens", int(responseTokens));
+    usage.insert("total_tokens", int(promptTokens + responseTokens));
+    responseObject.insert("usage", usage);
+
+#if defined(DEBUG)
+    QJsonDocument newDoc(responseObject);
+    printf("/v1/completions %s\n", qPrintable(newDoc.toJson(QJsonDocument::Indented)));
+    fflush(stdout);
+#endif
+
+    return QHttpServerResponse(responseObject);
+}

gpt4all-chat/server.h

@@ -0,0 +1,31 @@
+#ifndef SERVER_H
+#define SERVER_H
+
+#include "chatllm.h"
+
+#include <QObject>
+#include <QtHttpServer/QHttpServer>
+
+class Server : public ChatLLM
+{
+    Q_OBJECT
+
+public:
+    Server(Chat *parent);
+    virtual ~Server();
+
+public Q_SLOTS:
+    void start();
+
+Q_SIGNALS:
+    void requestServerNewPromptResponsePair(const QString &prompt);
+
+private Q_SLOTS:
+    QHttpServerResponse handleCompletionRequest(const QHttpServerRequest &request, bool isChat);
+
+private:
+    Chat *m_chat;
+    QHttpServer *m_server;
+};
+
+#endif // SERVER_H