QodeAssist/context/RAGManager.hpp
2025-02-09 00:04:44 +01:00

92 lines
2.9 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/>.
*/
#pragma once
#include <memory>
#include <QFuture>
#include <QObject>
#include <QString>
#include "RAGStorage.hpp"
#include "RAGVectorizer.hpp"
#include <RAGData.hpp>
namespace ProjectExplorer {
class Project;
}
namespace QodeAssist::Context {
class RAGManager : public QObject
{
Q_OBJECT
public:
static RAGManager &instance();
struct SearchResult
{
QString filePath;
float l2Score;
float cosineScore;
bool operator<(const SearchResult &other) const;
};
// Process and vectorize files
QFuture<void> processFiles(ProjectExplorer::Project *project, const QStringList &filePaths);
std::optional<RAGVector> loadVectorFromStorage(
ProjectExplorer::Project *project, const QString &filePath);
QStringList getStoredFiles(ProjectExplorer::Project *project) const;
bool isFileStorageOutdated(ProjectExplorer::Project *project, const QString &filePath) const;
RAGVectorizer *getVectorizer() const { return m_vectorizer.get(); }
// Search functionality
QFuture<QList<SearchResult>> search(
const QString &text, ProjectExplorer::Project *project, int topK = 5);
void searchSimilarDocuments(const QString &text, ProjectExplorer::Project *project, int topK = 5);
void logSearchResults(const QList<SearchResult> &results) const;
signals:
void vectorizationProgress(int processed, int total);
void vectorizationFinished();
private:
RAGManager(QObject *parent = nullptr);
~RAGManager();
RAGManager(const RAGManager &) = delete;
RAGManager &operator=(const RAGManager &) = delete;
QFuture<bool> processFile(ProjectExplorer::Project *project, const QString &filePath);
void processNextBatch(
std::shared_ptr<QPromise<void>> promise,
ProjectExplorer::Project *project,
const QStringList &files,
int startIndex,
int batchSize);
void ensureStorageForProject(ProjectExplorer::Project *project);
QString getStoragePath(ProjectExplorer::Project *project) const;
std::unique_ptr<RAGVectorizer> m_vectorizer;
std::unique_ptr<RAGStorage> m_currentStorage;
ProjectExplorer::Project *m_currentProject{nullptr};
};
} // namespace QodeAssist::Context