/*
* 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 .
*/
#pragma once
#include
#include
#include
#include
#include "FileChunker.hpp"
#include "RAGData.hpp"
#include "RAGStorage.hpp"
#include "RAGVectorizer.hpp"
namespace ProjectExplorer {
class Project;
}
namespace QodeAssist::Context {
class RAGManager : public QObject
{
Q_OBJECT
public:
struct ChunkSearchResult
{
QString filePath;
int startLine;
int endLine;
QString content;
float semanticScore;
float structuralScore;
float combinedScore;
bool operator<(const ChunkSearchResult &other) const
{
return combinedScore > other.combinedScore;
}
};
static RAGManager &instance();
QFuture processProjectFiles(
ProjectExplorer::Project *project,
const QStringList &filePaths,
const FileChunker::ChunkingConfig &config = FileChunker::ChunkingConfig());
QFuture> findRelevantChunks(
const QString &query, ProjectExplorer::Project *project, int topK = 5);
QStringList getStoredFiles(ProjectExplorer::Project *project) const;
bool isFileStorageOutdated(ProjectExplorer::Project *project, const QString &filePath) const;
void processNextChunk(
std::shared_ptr> promise,
const QList &chunks,
int currentIndex);
void closeStorage();
signals:
void vectorizationProgress(int processed, int total);
void vectorizationFinished();
private:
explicit RAGManager(QObject *parent = nullptr);
~RAGManager();
RAGManager(const RAGManager &) = delete;
RAGManager &operator=(const RAGManager &) = delete;
QString getStoragePath(ProjectExplorer::Project *project) const;
void ensureStorageForProject(ProjectExplorer::Project *project) const;
std::optional loadFileContent(const QString &filePath);
std::optional loadVectorFromStorage(
ProjectExplorer::Project *project, const QString &filePath);
void processNextFileBatch(
std::shared_ptr> promise,
ProjectExplorer::Project *project,
const QStringList &files,
const FileChunker::ChunkingConfig &config,
int startIndex,
int batchSize);
QFuture processFileWithChunks(
ProjectExplorer::Project *project,
const QString &filePath,
const FileChunker::ChunkingConfig &config);
QFuture vectorizeAndStoreChunks(
const QString &filePath, const QList &chunks);
QList rankChunks(
const RAGVector &queryVector, const QString &queryText, const QList &chunks);
private:
mutable std::unique_ptr m_vectorizer;
mutable std::unique_ptr m_currentStorage;
mutable ProjectExplorer::Project *m_currentProject{nullptr};
FileChunker m_chunker;
};
} // namespace QodeAssist::Context