QodeAssist/providers/OllamaProvider.cpp
2024-09-01 18:19:37 +02:00

129 lines
3.9 KiB
C++

/*
* Copyright (C) 2024 Petr Mironychev
*
* This file is part of QodeAssist.
*
* QodeAssist is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* QodeAssist is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
*/
#include "OllamaProvider.hpp"
#include <QJsonArray>
#include <QJsonDocument>
#include <QJsonObject>
#include <QNetworkReply>
#include <QtCore/qeventloop.h>
#include "PromptTemplateManager.hpp"
#include "QodeAssistSettings.hpp"
#include "QodeAssistUtils.hpp"
namespace QodeAssist::Providers {
OllamaProvider::OllamaProvider() {}
QString OllamaProvider::name() const
{
return "Ollama";
}
QString OllamaProvider::url() const
{
return "http://localhost:11434";
}
QString OllamaProvider::completionEndpoint() const
{
return "/api/generate";
}
void OllamaProvider::prepareRequest(QJsonObject &request)
{
auto currentTemplate = PromptTemplateManager::instance().getCurrentTemplate();
QJsonObject options;
options["num_predict"] = settings().maxTokens();
options["keep_alive"] = settings().ollamaLivetime();
options["temperature"] = settings().temperature();
options["stop"] = QJsonArray::fromStringList(currentTemplate->stopWords());
if (settings().useTopP())
options["top_p"] = settings().topP();
if (settings().useTopK())
options["top_k"] = settings().topK();
if (settings().useFrequencyPenalty())
options["frequency_penalty"] = settings().frequencyPenalty();
if (settings().usePresencePenalty())
options["presence_penalty"] = settings().presencePenalty();
request["options"] = options;
}
bool OllamaProvider::handleResponse(QNetworkReply *reply, QString &accumulatedResponse)
{
bool isComplete = false;
while (reply->canReadLine()) {
QByteArray line = reply->readLine().trimmed();
if (line.isEmpty()) {
continue;
}
QJsonDocument jsonResponse = QJsonDocument::fromJson(line);
if (jsonResponse.isNull()) {
qWarning() << "Invalid JSON response from Ollama:" << line;
continue;
}
QJsonObject responseObj = jsonResponse.object();
if (responseObj.contains("response")) {
QString completion = responseObj["response"].toString();
accumulatedResponse += completion;
}
if (responseObj["done"].toBool()) {
isComplete = true;
break;
}
}
return isComplete;
}
QList<QString> OllamaProvider::getInstalledModels(const Utils::Environment &env)
{
QList<QString> models;
QNetworkAccessManager manager;
QNetworkRequest request(QUrl(url() + "/api/tags"));
QNetworkReply *reply = manager.get(request);
QEventLoop loop;
QObject::connect(reply, &QNetworkReply::finished, &loop, &QEventLoop::quit);
loop.exec();
if (reply->error() == QNetworkReply::NoError) {
QByteArray responseData = reply->readAll();
QJsonDocument jsonResponse = QJsonDocument::fromJson(responseData);
QJsonObject jsonObject = jsonResponse.object();
QJsonArray modelArray = jsonObject["models"].toArray();
for (const QJsonValue &value : modelArray) {
QJsonObject modelObject = value.toObject();
QString modelName = modelObject["name"].toString();
models.append(modelName);
}
} else {
logMessage(QString("Error fetching models: %1").arg(reply->errorString()));
}
reply->deleteLater();
return models;
}
} // namespace QodeAssist::Providers