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769 lines
23 KiB
C++
769 lines
23 KiB
C++
#include "llmclient.hpp"
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#include "generation.hpp"
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#include "message.hpp"
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#include "messagemodel.hpp"
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#include "segment.hpp"
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#include "session.hpp"
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#include <QDebug>
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#include <QJsonArray>
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#include <QJsonDocument>
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#include <QJsonObject>
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#include <QNetworkReply>
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#include <QNetworkRequest>
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#include <QSet>
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#include <QUrl>
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namespace ZShell::llm {
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QString LlmClient::completionsPath(
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const QString& endpoint, const QString& subpath) {
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QString base = endpoint.trimmed();
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while (base.endsWith('/'))
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base.chop(1);
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if (!base.endsWith("/v1")) base += "/v1";
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return base + subpath;
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}
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QString LlmClient::serverErrorMessage(
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const QByteArray& body, const QString& fallback) {
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const QJsonDocument doc = QJsonDocument::fromJson(body);
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if (doc.isObject()) {
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const QJsonObject obj = doc.object();
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if (obj.contains("error")) {
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const QJsonValue errorValue = obj["error"];
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if (errorValue.isObject()) {
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const QString message =
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errorValue.toObject()["message"].toString();
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if (!message.isEmpty()) return message;
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} else if (!errorValue.toString().isEmpty()) {
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return errorValue.toString();
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}
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}
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}
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return fallback.isEmpty() ? QStringLiteral("Request to LLM server failed")
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: fallback;
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}
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void LlmClient::setBusy(bool value) {
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if (m_busy == value) return;
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m_busy = value;
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Q_EMIT busyChanged();
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}
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void LlmClient::setStreamingChatId(const QString& id) {
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if (m_streamingChatId == id) return;
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m_streamingChatId = id;
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Q_EMIT streamingChatIdChanged();
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}
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LlmClient::LlmClient(QObject* parent) : QObject(parent) {
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m_tools = new ToolRegistry(this);
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connect(
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m_tools,
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&ToolRegistry::enabledChanged,
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this,
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&LlmClient::toolsEnabledChanged);
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probeContextSize();
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}
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LlmClient::~LlmClient() {
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if (m_reply) m_reply->abort();
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m_tools->cancelAll();
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endStream();
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}
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void LlmClient::setEndpoint(const QString& value) {
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if (m_endpoint == value) return;
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m_endpoint = value;
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Q_EMIT endpointChanged();
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probeContextSize();
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if (m_model.isEmpty()) refreshModels();
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}
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void LlmClient::setModel(const QString& value) {
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if (m_model == value) return;
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m_model = value;
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Q_EMIT modelChanged();
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if (m_model.isEmpty()) refreshModels();
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}
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void LlmClient::setTemperature(double value) {
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m_temperature = value;
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}
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void LlmClient::startGeneration(ChatSession* session, ChatGeneration* target) {
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if (m_busy || !session || !target) return;
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m_active = session;
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m_streaming = target;
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m_streaming->setStreaming(true);
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setBusy(true);
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setStreamingChatId(session->id());
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const QUrl url =
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QUrl::fromUserInput(completionsPath(m_endpoint, "/chat/completions"));
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if (!url.isValid() || url.host().isEmpty()) {
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fail(QStringLiteral("Invalid LLM endpoint: %1").arg(m_endpoint));
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return;
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}
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const auto* model = session->messagesModel();
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const int targetRow =
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model->rowOf(qobject_cast<ChatMessage*>(target->parent()));
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if (targetRow < 0) {
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fail(QStringLiteral(
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"Internal error: generation target is not in the "
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"session"));
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return;
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}
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m_transcript = QJsonArray();
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m_callBuilders.clear();
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m_callResults.clear();
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m_finishReason.clear();
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m_round = 0;
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m_contentMark = 0;
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m_reasoningMark = 0;
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sendRound();
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}
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void LlmClient::sendRound() {
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if (!m_active || !m_streaming) return;
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m_finishReason.clear();
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m_callBuilders.clear();
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m_callResults.clear();
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m_roundDone = false;
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m_toolPhase = false;
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m_pendingCalls = 0;
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m_buffer.clear();
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const QUrl url =
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QUrl::fromUserInput(completionsPath(m_endpoint, "/chat/completions"));
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if (!url.isValid() || url.host().isEmpty()) {
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fail(QStringLiteral("Invalid LLM endpoint: %1").arg(m_endpoint));
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return;
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}
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const auto* model = m_active->messagesModel();
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const int targetRow =
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model->rowOf(qobject_cast<ChatMessage*>(m_streaming->parent()));
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if (targetRow < 0) {
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fail(QStringLiteral(
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"Internal error: generation target is not in the "
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"session"));
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return;
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}
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QJsonArray messages = buildContextMessages(m_active, targetRow);
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for (const QJsonValue& value : m_transcript)
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messages.append(value);
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QJsonObject body;
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QJsonObject streamOptions;
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streamOptions[QStringLiteral("include_usage")] = true;
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body[QStringLiteral("stream_options")] = streamOptions;
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body[QStringLiteral("messages")] = messages;
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body[QStringLiteral("stream")] = true;
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body[QStringLiteral("temperature")] = m_temperature;
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if (!m_model.isEmpty()) body[QStringLiteral("model")] = m_model;
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const QJsonArray toolSpecs = m_tools->specifications();
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if (!toolSpecs.isEmpty()) body[QStringLiteral("tools")] = toolSpecs;
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QNetworkRequest request(url);
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request.setHeader(QNetworkRequest::ContentTypeHeader, "application/json");
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request.setRawHeader("Accept", "text/event-stream");
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m_reply = m_manager.post(request, QJsonDocument(body).toJson());
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connect(m_reply, &QNetworkReply::readyRead, this, [this]() {
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if (m_reply) m_buffer.append(m_reply->readAll());
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drainBuffer();
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});
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connect(m_reply, &QNetworkReply::finished, this, [this]() {
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QNetworkReply* reply = m_reply;
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if (!reply) return;
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m_reply = nullptr;
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const QNetworkReply::NetworkError error = reply->error();
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const QString errorString = reply->errorString();
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const QByteArray responseBody = reply->readAll();
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m_buffer.append(responseBody);
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reply->deleteLater();
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drainBuffer();
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if (!m_streaming) return;
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if (error == QNetworkReply::NoError)
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roundFinished();
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else if (error == QNetworkReply::OperationCanceledError)
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finishTurn();
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else
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fail(serverErrorMessage(responseBody, errorString));
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});
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}
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QJsonArray LlmClient::buildContextMessages(
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ChatSession* session, int stopBeforeRow) const {
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const auto* model = session->messagesModel();
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QJsonArray messages;
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for (int row = model->rowCount() - 1; row > stopBeforeRow; --row) {
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const auto* message = model->at(row);
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const auto* generation = message->activeGeneration();
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if (!generation) continue;
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if (message->role() == ChatMessage::Role::User) {
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QJsonObject user;
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user[QStringLiteral("role")] = QStringLiteral("user");
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user[QStringLiteral("content")] = generation->content();
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messages.append(user);
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continue;
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}
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QList<const LlmSegment*> toolSegments;
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for (const auto* segment : generation->segments())
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if (segment->type() == LlmSegment::Type::ToolCall)
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toolSegments.append(segment);
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QJsonObject assistant;
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assistant[QStringLiteral("role")] = QStringLiteral("assistant");
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if (toolSegments.isEmpty())
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assistant[QStringLiteral("content")] = generation->content();
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else if (!generation->content().isEmpty())
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assistant[QStringLiteral("content")] = generation->content();
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if (!generation->reasoning().isEmpty())
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assistant[QStringLiteral("reasoning_content")] =
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generation->reasoning();
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if (toolSegments.isEmpty()) {
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messages.append(assistant);
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continue;
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}
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QJsonArray calls;
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for (const auto* segment : toolSegments) {
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QJsonObject function;
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function[QStringLiteral("name")] = segment->name();
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function[QStringLiteral("arguments")] = segment->arguments();
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QJsonObject call;
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call[QStringLiteral("id")] = segment->toolCallId();
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call[QStringLiteral("type")] = QStringLiteral("function");
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call[QStringLiteral("function")] = function;
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calls.append(call);
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}
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assistant[QStringLiteral("tool_calls")] = calls;
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messages.append(assistant);
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for (const auto* segment : toolSegments) {
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QJsonObject toolMessage;
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toolMessage[QStringLiteral("role")] = QStringLiteral("tool");
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toolMessage[QStringLiteral("tool_call_id")] = segment->toolCallId();
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toolMessage[QStringLiteral("content")] = segment->result();
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messages.append(toolMessage);
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}
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}
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return messages;
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}
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void LlmClient::applyToolCallDelta(const QJsonObject& call) {
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if (!m_streaming) return;
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const int index = call[QStringLiteral("index")].toInt(-1);
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if (index < 0) return;
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while (m_callBuilders.size() <= index)
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m_callBuilders.append(ToolCallBuilder{});
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ToolCallBuilder& builder = m_callBuilders[index];
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builder.seen = true;
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const QString id = call[QStringLiteral("id")].toString();
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if (!id.isEmpty()) builder.id = id;
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const QJsonObject function = call[QStringLiteral("function")].toObject();
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const QString name = function[QStringLiteral("name")].toString();
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if (!name.isEmpty()) builder.name = name;
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const QString arguments = function[QStringLiteral("arguments")].toString();
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if (!arguments.isEmpty()) builder.arguments += arguments;
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if (!builder.segment) {
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m_streaming->closeOpenSegments();
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builder.segment = m_streaming->beginToolCall(builder.name, builder.id);
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}
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builder.segment->setName(builder.name);
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builder.segment->setToolCallId(builder.id);
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if (!arguments.isEmpty()) builder.segment->appendArguments(arguments);
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}
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void LlmClient::roundFinished() {
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if (m_roundDone || !m_streaming) return;
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m_roundDone = true;
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bool hasCalls = false;
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for (const auto& builder : m_callBuilders)
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if (builder.seen) hasCalls = true;
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if (m_finishReason != QLatin1String("tool_calls") && !hasCalls) {
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finishTurn();
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return;
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}
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if (m_round >= kMaxToolRounds) {
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qWarning() << "LlmClient: tool round limit reached, ending turn";
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finishTurn();
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return;
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}
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m_streaming->closeOpenSegments();
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const QString content = m_streaming->content();
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const QString reasoning = m_streaming->reasoning();
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QJsonObject assistant;
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assistant[QStringLiteral("role")] = QStringLiteral("assistant");
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if (content.size() > m_contentMark) {
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assistant[QStringLiteral("content")] = content.mid(m_contentMark);
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m_contentMark = content.size();
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}
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if (reasoning.size() > m_reasoningMark) {
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assistant[QStringLiteral("reasoning_content")] =
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reasoning.mid(m_reasoningMark);
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m_reasoningMark = reasoning.size();
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}
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QJsonArray calls;
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for (const auto& builder : m_callBuilders) {
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if (!builder.seen) continue;
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QJsonObject function;
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function[QStringLiteral("name")] = builder.name;
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function[QStringLiteral("arguments")] = builder.arguments;
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QJsonObject call;
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call[QStringLiteral("id")] = builder.id;
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call[QStringLiteral("type")] = QStringLiteral("function");
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call[QStringLiteral("function")] = function;
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calls.append(call);
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}
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assistant[QStringLiteral("tool_calls")] = calls;
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m_transcript.append(assistant);
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m_round++;
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executeAllCalls();
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}
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void LlmClient::executeAllCalls() {
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m_toolPhase = true;
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m_pendingCalls = 0;
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m_callResults = QList<ToolCallResult>(m_callBuilders.size());
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for (int i = 0; i < m_callBuilders.size(); ++i) {
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const auto& call = m_callBuilders.at(i);
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if (!call.seen) continue;
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LlmTool* tool = m_tools->tool(call.name);
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QJsonObject args;
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QString errorText;
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if (!tool) {
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errorText =
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QStringLiteral("Error: unknown tool '%1'").arg(call.name);
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} else if (!call.arguments.isEmpty()) {
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const QJsonDocument doc =
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QJsonDocument::fromJson(call.arguments.toUtf8());
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if (!doc.isObject()) {
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errorText = QStringLiteral(
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"Error: tool arguments are not valid "
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"JSON: %1")
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.arg(call.arguments);
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} else {
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args = doc.object();
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}
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}
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if (!errorText.isEmpty()) {
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m_callResults[i] = {errorText, false};
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if (LlmSegment* segment = call.segment)
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segment->finishTool(errorText, false);
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continue;
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}
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++m_pendingCalls;
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tool->execute(args, [this, i, call](const QJsonObject& result) {
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if (!m_streaming) return;
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const bool success = result.contains(QStringLiteral("output"));
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const QString content =
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success ? result[QStringLiteral("output")].toString()
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: QStringLiteral("Error: ") +
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result[QStringLiteral("error")].toString();
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m_callResults[i] = {content, success};
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if (LlmSegment* segment = call.segment)
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segment->finishTool(content, success);
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if (--m_pendingCalls == 0) flushCallResults();
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});
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}
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if (m_pendingCalls == 0) flushCallResults();
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}
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void LlmClient::flushCallResults() {
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if (!m_toolPhase) return;
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m_toolPhase = false;
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if (!m_streaming) return;
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for (int i = 0; i < m_callBuilders.size(); ++i) {
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const auto& call = m_callBuilders.at(i);
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if (!call.seen) continue;
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QJsonObject toolMessage;
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toolMessage[QStringLiteral("role")] = QStringLiteral("tool");
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toolMessage[QStringLiteral("tool_call_id")] = call.id;
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toolMessage[QStringLiteral("content")] = m_callResults.at(i).content;
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m_transcript.append(toolMessage);
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}
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sendRound();
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}
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void LlmClient::stop() {
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if (!m_busy) return;
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if (m_toolPhase) {
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m_tools->cancelAll();
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if (m_streaming) {
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for (auto* segment : m_streaming->segments()) {
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if (segment->type() == LlmSegment::Type::ToolCall &&
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segment->running())
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segment->finishTool(QStringLiteral("Cancelled"), false);
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}
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}
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finishTurn();
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return;
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}
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if (m_reply) m_reply->abort();
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}
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void LlmClient::endStream() {
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if (!m_streaming) return;
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auto* generation = m_streaming;
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auto* session = m_active;
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m_streaming = nullptr;
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m_active = nullptr;
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generation->setStreaming(false);
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if (generation->content().isEmpty() && generation->reasoning().isEmpty() &&
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generation->toolCallCount() == 0) {
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if (auto* message = qobject_cast<ChatMessage*>(generation->parent())) {
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if (message->generationCount() <= 1) {
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if (session) session->removeMessage(message);
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} else {
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message->removeGeneration(generation);
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}
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}
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}
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setBusy(false);
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setStreamingChatId(QString());
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}
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void LlmClient::finishTurn() {
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if (!m_streaming) return;
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ChatSession* session = m_active;
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endStream();
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if (session && m_pendingClear == session) {
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session->clearMessages();
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m_pendingClear.clear();
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}
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if (session) session->persist();
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}
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void LlmClient::clearOnFinish(ChatSession* session) {
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m_pendingClear = session;
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}
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void LlmClient::sessionRemoved(ChatSession* session) {
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if (m_pendingClear == session) m_pendingClear.clear();
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if (m_active == session) {
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stop();
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endStream();
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}
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}
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void LlmClient::fail(const QString& message) {
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qWarning() << "LlmClient:" << message;
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finishTurn();
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Q_EMIT errorOccurred(message);
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}
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void LlmClient::drainBuffer() {
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while (true) {
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const qsizetype newline = m_buffer.indexOf('\n');
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if (newline < 0) break;
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const QByteArray line = m_buffer.left(newline).trimmed();
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m_buffer.remove(0, newline + 1);
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handleLine(line);
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}
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}
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void LlmClient::handleLine(const QByteArray& line) {
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if (!m_streaming || line.isEmpty() || !line.startsWith("data:")) return;
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const QByteArray data = line.mid(5).trimmed();
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if (data == "[DONE]") {
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roundFinished();
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return;
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}
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const QJsonDocument doc = QJsonDocument::fromJson(data);
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if (!doc.isObject()) return;
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const QJsonObject obj = doc.object();
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updateTokenUsage(obj);
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if (obj.contains("error")) {
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const QJsonObject error = obj["error"].toObject();
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const QString message = error["message"].toString();
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fail(
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message.isEmpty() ? QStringLiteral("LLM server returned an error")
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: message);
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return;
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}
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for (const QJsonValue& choiceValue : obj["choices"].toArray()) {
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if (!m_streaming) continue;
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const QJsonObject choice = choiceValue.toObject();
|
|
const QJsonObject delta = choice["delta"].toObject();
|
|
|
|
const QString finishReason =
|
|
choice[QStringLiteral("finish_reason")].toString();
|
|
if (!finishReason.isEmpty()) m_finishReason = finishReason;
|
|
|
|
m_streaming->appendContent(delta["content"].toString());
|
|
QString reasoning = delta["reasoning_content"].toString();
|
|
if (reasoning.isEmpty()) reasoning = delta["reasoning"].toString();
|
|
m_streaming->appendReasoning(reasoning);
|
|
|
|
for (const QJsonValue& callValue : delta["tool_calls"].toArray()) {
|
|
if (!m_streaming) break;
|
|
applyToolCallDelta(callValue.toObject());
|
|
}
|
|
}
|
|
}
|
|
|
|
void LlmClient::refreshModels() {
|
|
const QUrl url =
|
|
QUrl::fromUserInput(completionsPath(m_endpoint, "/models"));
|
|
if (!url.isValid() || url.host().isEmpty()) return;
|
|
|
|
auto* reply = m_manager.get(QNetworkRequest(url));
|
|
connect(reply, &QNetworkReply::finished, this, [this, reply]() {
|
|
const QNetworkReply::NetworkError error = reply->error();
|
|
const QByteArray data = reply->readAll();
|
|
reply->deleteLater();
|
|
|
|
if (error != QNetworkReply::NoError) {
|
|
qWarning() << "LlmClient: failed to fetch models:" << error;
|
|
return;
|
|
}
|
|
const QJsonArray dataArr =
|
|
QJsonDocument::fromJson(data).object()["data"].toArray();
|
|
|
|
QStringList models;
|
|
QSet<QString> seen;
|
|
for (const QJsonValue& value : dataArr) {
|
|
const QString id = value.toObject()["id"].toString();
|
|
if (!id.isEmpty() && !seen.contains(id)) {
|
|
seen.insert(id);
|
|
models.append(id);
|
|
}
|
|
}
|
|
if (models.isEmpty()) return;
|
|
|
|
m_availableModels = models;
|
|
Q_EMIT availableModelsChanged();
|
|
|
|
if (m_model.isEmpty()) {
|
|
m_model = models.first();
|
|
Q_EMIT modelChanged();
|
|
}
|
|
});
|
|
}
|
|
|
|
void LlmClient::setContextSize(int size) {
|
|
if (size <= 0 || m_contextSize == size) return;
|
|
m_contextSize = size;
|
|
Q_EMIT contextSizeChanged();
|
|
}
|
|
|
|
void LlmClient::probeContextSize() {
|
|
QString base = m_endpoint.trimmed();
|
|
while (base.endsWith('/'))
|
|
base.chop(1);
|
|
const QUrl url = QUrl::fromUserInput(base + "/props");
|
|
if (!url.isValid() || url.host().isEmpty()) return;
|
|
|
|
auto* reply = m_manager.get(QNetworkRequest(url));
|
|
connect(reply, &QNetworkReply::finished, this, [this, reply]() {
|
|
const QNetworkReply::NetworkError error = reply->error();
|
|
const QByteArray data = reply->readAll();
|
|
reply->deleteLater();
|
|
|
|
int size = 0;
|
|
if (error == QNetworkReply::NoError) {
|
|
const QJsonDocument doc = QJsonDocument::fromJson(data);
|
|
if (doc.isArray()) {
|
|
for (const auto& value : doc.array()) {
|
|
const QJsonObject slot = value.toObject();
|
|
if (slot.contains("n_ctx")) {
|
|
size = slot["n_ctx"].toInt(0);
|
|
if (size > 0) break;
|
|
}
|
|
}
|
|
} else if (doc.isObject()) {
|
|
const QJsonObject obj = doc.object();
|
|
size = obj["n_ctx"].toInt(0);
|
|
if (size <= 0)
|
|
size = obj["default_generation_settings"]
|
|
.toObject()["n_ctx"]
|
|
.toInt(0);
|
|
}
|
|
}
|
|
setContextSize(size > 0 ? size : 4096);
|
|
});
|
|
}
|
|
|
|
void LlmClient::updateTokenUsage(const QJsonObject& data) {
|
|
if (!m_active || m_contextSize <= 0) return;
|
|
const QJsonObject usage = data["usage"].toObject();
|
|
if (usage.isEmpty()) return;
|
|
const double used = usage.value("prompt_tokens").toDouble() +
|
|
usage.value("completion_tokens").toDouble();
|
|
if (used > 0) m_active->setLastTokenCount(static_cast<int>(used));
|
|
}
|
|
|
|
void LlmClient::shortRequest(
|
|
const QString& tag,
|
|
const QString& systemPrompt,
|
|
const QString& userText,
|
|
std::function<void(QString result)> onResult) {
|
|
const QUrl url =
|
|
QUrl::fromUserInput(completionsPath(m_endpoint, "/chat/completions"));
|
|
if (!url.isValid() || url.host().isEmpty()) return;
|
|
|
|
qInfo() << "LlmClient:" << tag << "request POST" << url.toString()
|
|
<< "model=" << m_model;
|
|
|
|
QNetworkRequest request(url);
|
|
request.setHeader(QNetworkRequest::ContentTypeHeader, "application/json");
|
|
request.setRawHeader("Accept", "application/json");
|
|
|
|
QJsonArray messages;
|
|
QJsonObject system;
|
|
system[QStringLiteral("role")] = QStringLiteral("system");
|
|
system[QStringLiteral("content")] = systemPrompt;
|
|
messages.append(system);
|
|
QJsonObject user;
|
|
user[QStringLiteral("role")] = QStringLiteral("user");
|
|
user[QStringLiteral("content")] = userText.simplified().mid(0, 512);
|
|
messages.append(user);
|
|
|
|
QJsonObject body;
|
|
if (!m_model.isEmpty()) body[QStringLiteral("model")] = m_model;
|
|
body[QStringLiteral("stream")] = false;
|
|
body[QStringLiteral("temperature")] = 0.3;
|
|
body[QStringLiteral("max_tokens")] = 128;
|
|
QJsonObject templateKwargs;
|
|
templateKwargs[QStringLiteral("enable_thinking")] = false;
|
|
body[QStringLiteral("chat_template_kwargs")] = templateKwargs;
|
|
body[QStringLiteral("messages")] = messages;
|
|
|
|
auto* reply = m_manager.post(request, QJsonDocument(body).toJson());
|
|
connect(
|
|
reply,
|
|
&QNetworkReply::finished,
|
|
this,
|
|
[this, reply, tag, onResult = std::move(onResult)]() {
|
|
const QByteArray data = reply->readAll();
|
|
reply->deleteLater();
|
|
|
|
qInfo() << "LlmClient:" << tag << "request finished"
|
|
<< "error=" << reply->error() << reply->errorString()
|
|
<< "http="
|
|
<< reply
|
|
->attribute(QNetworkRequest::HttpStatusCodeAttribute)
|
|
.toInt()
|
|
<< "response="
|
|
<< QString::fromUtf8(data.left(400)).simplified();
|
|
|
|
if (reply->error() != QNetworkReply::NoError) return;
|
|
|
|
const QJsonDocument doc = QJsonDocument::fromJson(data);
|
|
const QJsonArray choices =
|
|
doc.object()[QStringLiteral("choices")].toArray();
|
|
if (choices.isEmpty()) return;
|
|
const QString result = choices.at(0)
|
|
.toObject()[QStringLiteral("message")]
|
|
.toObject()[QStringLiteral("content")]
|
|
.toString()
|
|
.trimmed();
|
|
qInfo() << "LlmClient:" << tag << "raw result" << result;
|
|
onResult(result);
|
|
});
|
|
}
|
|
|
|
void LlmClient::requestTitle(ChatSession* session, const QString& userText) {
|
|
shortRequest(
|
|
QStringLiteral("title"),
|
|
QStringLiteral(
|
|
"Write a short, concise title for a chat conversation starting "
|
|
"with the user's message below. At most six words, no quotation "
|
|
"marks, no trailing punctuation. Reply with the title only."),
|
|
userText,
|
|
[this, session = QPointer<ChatSession>(session)](QString title) {
|
|
if (!session) {
|
|
qWarning() << "LlmClient: title request: session gone";
|
|
return;
|
|
}
|
|
const auto isQuote = [](QChar c) {
|
|
return c == QLatin1Char('"') || c == QLatin1Char('\'') ||
|
|
c == QChar(u'\u201C') || c == QChar(u'\u201D') ||
|
|
c == QChar(u'\u2018') || c == QChar(u'\u2019');
|
|
};
|
|
while (title.size() >= 2 && isQuote(title.at(0)) &&
|
|
isQuote(title.at(title.size() - 1)))
|
|
title = title.mid(1, title.size() - 2).simplified();
|
|
while (!title.isEmpty() && (title.endsWith(QLatin1Char('.')) ||
|
|
title.endsWith(QLatin1Char('!')) ||
|
|
title.endsWith(QLatin1Char('?'))))
|
|
title.chop(1);
|
|
if (title.size() < 2) {
|
|
qWarning() << "LlmClient: title rejected (too short)" << title;
|
|
return;
|
|
}
|
|
if (title.size() > 48) title = title.left(47) + QStringLiteral("…");
|
|
qInfo() << "LlmClient: suggesting title" << title;
|
|
Q_EMIT titleSuggested(session, title);
|
|
});
|
|
}
|
|
|
|
void LlmClient::requestIcon(ChatSession* session, const QString& userText) {
|
|
const QStringList icons = {
|
|
"chat", "lightbulb", "code", "description",
|
|
"article", "school", "work", "build",
|
|
"science", "palette", "music_note", "sports_esports",
|
|
"takeout_dining", "flight", "photo_camera", "psychology_alt",
|
|
"favorite", "savings", "gamepad", "auto_awesome",
|
|
};
|
|
const QString prompt =
|
|
QStringLiteral(
|
|
"Pick the single icon name from this list that best matches the "
|
|
"topic of the user's message below: %1. Reply with only the icon "
|
|
"name, exactly as written in the list, and nothing else.")
|
|
.arg(icons.join(QStringLiteral(", ")));
|
|
shortRequest(
|
|
QStringLiteral("icon"),
|
|
prompt,
|
|
userText,
|
|
[this, session = QPointer<ChatSession>(session), icons](QString name) {
|
|
if (!session) {
|
|
qWarning() << "LlmClient: icon request: session gone";
|
|
return;
|
|
}
|
|
name = name.simplified().toLower();
|
|
const auto isQuote = [](QChar c) {
|
|
return c == QLatin1Char('"') || c == QLatin1Char('\'');
|
|
};
|
|
while (name.size() >= 2 && isQuote(name.at(0)) &&
|
|
isQuote(name.at(name.size() - 1)))
|
|
name = name.mid(1, name.size() - 2).simplified();
|
|
name.replace(QLatin1Char(' '), QLatin1Char('_'));
|
|
if (!icons.contains(name)) {
|
|
qWarning() << "LlmClient: icon not in list, using default"
|
|
<< name;
|
|
name = QStringLiteral("chat");
|
|
}
|
|
qInfo() << "LlmClient: suggesting icon" << name;
|
|
Q_EMIT iconSuggested(session, name);
|
|
});
|
|
}
|
|
|
|
} // namespace ZShell::llm
|