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171
providers/LMStudioProvider.cpp
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171
providers/LMStudioProvider.cpp
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/*
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* Copyright (C) 2024 Petr Mironychev
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*
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* This file is part of QodeAssist.
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*
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* QodeAssist is free software: you can redistribute it and/or modify
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* it under the terms of the GNU General Public License as published by
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* the Free Software Foundation, either version 3 of the License, or
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* (at your option) any later version.
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*
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* QodeAssist is distributed in the hope that it will be useful,
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* but WITHOUT ANY WARRANTY; without even the implied warranty of
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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* GNU General Public License for more details.
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*
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* You should have received a copy of the GNU General Public License
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* along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
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*/
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#include "LMStudioProvider.hpp"
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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 <QProcess>
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#include "PromptTemplateManager.hpp"
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#include "QodeAssistSettings.hpp"
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namespace QodeAssist::Providers {
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LMStudioProvider::LMStudioProvider() {}
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QString LMStudioProvider::name() const
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{
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return "LM Studio";
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}
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QString LMStudioProvider::url() const
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{
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return "http://localhost";
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}
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int LMStudioProvider::defaultPort() const
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{
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return 1234;
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}
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QString LMStudioProvider::completionEndpoint() const
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{
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return "/v1/chat/completions";
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}
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void LMStudioProvider::prepareRequest(QJsonObject &request)
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{
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const auto ¤tTemplate = PromptTemplateManager::instance().getCurrentTemplate();
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if (request.contains("prompt")) {
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QJsonArray messages{
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{QJsonObject{{"role", "user"}, {"content", request.take("prompt").toString()}}}};
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request["messages"] = std::move(messages);
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}
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request["max_tokens"] = settings().maxTokens();
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request["temperature"] = settings().temperature();
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request["stop"] = QJsonArray::fromStringList(currentTemplate->stopWords());
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if (settings().useTopP())
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request["top_p"] = settings().topP();
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if (settings().useTopK())
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request["top_k"] = settings().topK();
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if (settings().useFrequencyPenalty())
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request["frequency_penalty"] = settings().frequencyPenalty();
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if (settings().usePresencePenalty())
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request["presence_penalty"] = settings().presencePenalty();
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}
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bool LMStudioProvider::handleResponse(QNetworkReply *reply, QString &accumulatedResponse)
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{
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bool isComplete = false;
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while (reply->canReadLine()) {
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QByteArray line = reply->readLine().trimmed();
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if (line.isEmpty()) {
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continue;
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}
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if (line == "data: [DONE]") {
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isComplete = true;
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break;
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}
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if (line.startsWith("data: ")) {
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line = line.mid(6); // Remove "data: " prefix
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}
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QJsonDocument jsonResponse = QJsonDocument::fromJson(line);
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if (jsonResponse.isNull()) {
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qWarning() << "Invalid JSON response from LM Studio:" << line;
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continue;
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}
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QJsonObject responseObj = jsonResponse.object();
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if (responseObj.contains("choices")) {
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QJsonArray choices = responseObj["choices"].toArray();
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if (!choices.isEmpty()) {
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QJsonObject choice = choices.first().toObject();
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QJsonObject delta = choice["delta"].toObject();
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if (delta.contains("content")) {
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QString completion = delta["content"].toString();
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accumulatedResponse += completion;
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}
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if (choice["finish_reason"].toString() == "stop") {
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isComplete = true;
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break;
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}
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}
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}
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}
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return isComplete;
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}
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QList<QString> LMStudioProvider::getInstalledModels(const Utils::Environment &env)
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{
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QProcess process;
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process.setEnvironment(env.toStringList());
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QString lmsConsoleName;
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#ifdef Q_OS_WIN
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lmsConsoleName = "lms.exe";
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#else
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lmsConsoleName = "lms";
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#endif
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auto lmsPath = env.searchInPath(lmsConsoleName).toString();
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if (!QFileInfo::exists(lmsPath)) {
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qWarning() << "LMS executable not found at" << lmsPath;
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return {};
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}
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process.start(lmsPath, QStringList() << "ls");
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if (!process.waitForStarted()) {
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qWarning() << "Failed to start LMS process:" << process.errorString();
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return {};
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}
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if (!process.waitForFinished()) {
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qWarning() << "LMS process did not finish:" << process.errorString();
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return {};
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}
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QStringList models;
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if (process.exitCode() == 0) {
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QString output = QString::fromUtf8(process.readAllStandardOutput());
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QStringList lines = output.split('\n', Qt::SkipEmptyParts);
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// Skip the header lines
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for (int i = 2; i < lines.size(); ++i) {
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QString line = lines[i].trimmed();
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if (!line.isEmpty()) {
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// The model name is the first column
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QString modelName = line.split(QRegularExpression("\\s+"), Qt::SkipEmptyParts)
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.first();
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models.append(modelName);
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}
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}
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qDebug() << "Models:" << models;
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} else {
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// Handle error
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qWarning() << "Error running 'lms list':" << process.errorString();
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}
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return models;
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}
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} // namespace QodeAssist::Providers
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