#ifndef DATABASE_H #define DATABASE_H #include #include #include #include #include #include #include #include #include #include #include #include #include class EmbeddingLLM; class Embeddings; class QFileSystemWatcher; class QSqlError; class QTextStream; class QTimer; struct EmbeddingResult; struct DocumentInfo { int folder; QFileInfo doc; int currentPage = 0; size_t currentPosition = 0; bool currentlyProcessing = false; bool isPdf() const { return doc.suffix() == QLatin1String("pdf"); } }; struct ResultInfo { QString file; // [Required] The name of the file, but not the full path QString title; // [Optional] The title of the document QString author; // [Optional] The author of the document QString date; // [Required] The creation or the last modification date whichever is latest QString text; // [Required] The text actually used in the augmented context int page = -1; // [Optional] The page where the text was found int from = -1; // [Optional] The line number where the text begins int to = -1; // [Optional] The line number where the text ends }; struct CollectionItem { QString collection; QString folder_path; int folder_id = -1; bool installed = false; bool indexing = false; QString error; int currentDocsToIndex = 0; int totalDocsToIndex = 0; size_t currentBytesToIndex = 0; size_t totalBytesToIndex = 0; size_t currentEmbeddingsToIndex = 0; size_t totalEmbeddingsToIndex = 0; }; Q_DECLARE_METATYPE(CollectionItem) class Database : public QObject { Q_OBJECT public: Database(int chunkSize); virtual ~Database(); public Q_SLOTS: void start(); void scanQueue(); void scanDocuments(int folder_id, const QString &folder_path, bool isNew); bool addFolder(const QString &collection, const QString &path, bool fromDb); void removeFolder(const QString &collection, const QString &path); void retrieveFromDB(const QList &collections, const QString &text, int retrievalSize, QList *results); void cleanDB(); void changeChunkSize(int chunkSize); Q_SIGNALS: void docsToScanChanged(); void updateInstalled(int folder_id, bool b); void updateIndexing(int folder_id, bool b); void updateError(int folder_id, const QString &error); void updateCurrentDocsToIndex(int folder_id, size_t currentDocsToIndex); void updateTotalDocsToIndex(int folder_id, size_t totalDocsToIndex); void subtractCurrentBytesToIndex(int folder_id, size_t subtractedBytes); void updateCurrentBytesToIndex(int folder_id, size_t currentBytesToIndex); void updateTotalBytesToIndex(int folder_id, size_t totalBytesToIndex); void updateCurrentEmbeddingsToIndex(int folder_id, size_t currentBytesToIndex); void updateTotalEmbeddingsToIndex(int folder_id, size_t totalBytesToIndex); void addCollectionItem(const CollectionItem &item, bool fromDb); void removeFolderById(int folder_id); void collectionListUpdated(const QList &collectionList); private Q_SLOTS: void directoryChanged(const QString &path); bool addFolderToWatch(const QString &path); bool removeFolderFromWatch(const QString &path); int addCurrentFolders(); void handleEmbeddingsGenerated(const QVector &embeddings); void handleErrorGenerated(int folder_id, const QString &error); private: enum class FolderStatus { Started, Embedding, Complete }; struct FolderStatusRecord { qint64 startTime; bool isNew; int numDocs, docsChanged, chunksRead; }; void removeFolderInternal(const QString &collection, int folder_id, const QString &path); size_t chunkStream(QTextStream &stream, int folder_id, int document_id, const QString &file, const QString &title, const QString &author, const QString &subject, const QString &keywords, int page, int maxChunks = -1); void removeEmbeddingsByDocumentId(int document_id); void scheduleNext(int folder_id, size_t countForFolder); void handleDocumentError(const QString &errorMessage, int document_id, const QString &document_path, const QSqlError &error); size_t countOfDocuments(int folder_id) const; size_t countOfBytes(int folder_id) const; DocumentInfo dequeueDocument(); void removeFolderFromDocumentQueue(int folder_id); void enqueueDocumentInternal(const DocumentInfo &info, bool prepend = false); void enqueueDocuments(int folder_id, const QVector &infos); void updateIndexingStatus(); void updateFolderStatus(int folder_id, FolderStatus status, int numDocs = -1, bool atStart = false, bool isNew = false); private: int m_chunkSize; QTimer *m_scanTimer; QMap> m_docsToScan; QElapsedTimer m_indexingTimer; QMap m_foldersBeingIndexed; QList m_retrieve; QThread m_dbThread; QFileSystemWatcher *m_watcher; EmbeddingLLM *m_embLLM; Embeddings *m_embeddings; }; #endif // DATABASE_H