Protokoll #24773

{
    "event": "PreToolUse",
    "tool_name": "Edit",
    "tool_input": {
        "file_path": "\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Config\/PipelineStepConfig.php",
        "old_string": "            'index_optimize' => [\n                'label' => 'Index-Optimierung',\n                'description' => 'HNSW-Index für schnelle Suche optimieren',\n                'phase' => 'Speicherung',\n                'storage' => 'Qdrant: {collection}',\n            ],\n            \/\/ Phase 3: Wissensextraktion",
        "new_string": "            'index_optimize' => [\n                'label' => 'Index-Optimierung',\n                'description' => 'HNSW-Index für schnelle Suche optimieren',\n                'phase' => 'Speicherung',\n                'storage' => 'Qdrant: {collection}',\n            ],\n            'doc_create' => [\n                'label' => 'Dokument-Eintrag',\n                'description' => 'Dokument-Datensatz in Datenbank erstellen',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.documents',\n            ],\n            'page_store' => [\n                'label' => 'Seiten-Speicherung',\n                'description' => 'Einzelseiten in Datenbank speichern',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.document_pages',\n            ],\n            'vision' => [\n                'label' => 'Bild-Analyse',\n                'description' => 'Seiten via Vision-LLM analysieren',\n                'phase' => 'Analyse',\n                'storage' => null,\n                'uses_llm' => true,\n            ],\n            'vision_store' => [\n                'label' => 'Vision-Speicherung',\n                'description' => 'Vision-Analyse-Ergebnisse speichern',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.document_pages (vision_analysis)',\n            ],\n            'chunk_store' => [\n                'label' => 'Chunk-Speicherung',\n                'description' => 'Textbausteine in Datenbank speichern',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.chunks',\n            ],\n            'qdrant_store' => [\n                'label' => 'Vektor-Speicherung',\n                'description' => 'Embedding-Vektoren in Qdrant speichern',\n                'phase' => 'Speicherung',\n                'storage' => 'Qdrant: {collection}',\n            ],\n            'status_update' => [\n                'label' => 'Status-Update',\n                'description' => 'Dokument-Status aktualisieren',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.documents (status)',\n            ],\n            \/\/ Phase 3: Wissensextraktion"
    }
}

{
    "tool_response": {
        "filePath": "\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/Config\/PipelineStepConfig.php",
        "oldString": "            'index_optimize' => [\n                'label' => 'Index-Optimierung',\n                'description' => 'HNSW-Index für schnelle Suche optimieren',\n                'phase' => 'Speicherung',\n                'storage' => 'Qdrant: {collection}',\n            ],\n            \/\/ Phase 3: Wissensextraktion",
        "newString": "            'index_optimize' => [\n                'label' => 'Index-Optimierung',\n                'description' => 'HNSW-Index für schnelle Suche optimieren',\n                'phase' => 'Speicherung',\n                'storage' => 'Qdrant: {collection}',\n            ],\n            'doc_create' => [\n                'label' => 'Dokument-Eintrag',\n                'description' => 'Dokument-Datensatz in Datenbank erstellen',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.documents',\n            ],\n            'page_store' => [\n                'label' => 'Seiten-Speicherung',\n                'description' => 'Einzelseiten in Datenbank speichern',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.document_pages',\n            ],\n            'vision' => [\n                'label' => 'Bild-Analyse',\n                'description' => 'Seiten via Vision-LLM analysieren',\n                'phase' => 'Analyse',\n                'storage' => null,\n                'uses_llm' => true,\n            ],\n            'vision_store' => [\n                'label' => 'Vision-Speicherung',\n                'description' => 'Vision-Analyse-Ergebnisse speichern',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.document_pages (vision_analysis)',\n            ],\n            'chunk_store' => [\n                'label' => 'Chunk-Speicherung',\n                'description' => 'Textbausteine in Datenbank speichern',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.chunks',\n            ],\n            'qdrant_store' => [\n                'label' => 'Vektor-Speicherung',\n                'description' => 'Embedding-Vektoren in Qdrant speichern',\n                'phase' => 'Speicherung',\n                'storage' => 'Qdrant: {collection}',\n            ],\n            'status_update' => [\n                'label' => 'Status-Update',\n                'description' => 'Dokument-Status aktualisieren',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.documents (status)',\n            ],\n            \/\/ Phase 3: Wissensextraktion",
        "originalFile": "<?php\n\ndeclare(strict_types=1);\n\nnamespace Infrastructure\\Config;\n\n\/\/ @responsibility: Konfiguration für Pipeline-Schritte und Collections\n\nfinal class PipelineStepConfig\n{\n    \/**\n     * Get all available step types with their configuration.\n     *\n     * @return array<string, array<string, mixed>>\n     *\/\n    public static function getStepTypes(): array\n    {\n        return [\n            \/\/ Phase 1: Vorverarbeitung\n            'detect' => [\n                'label' => 'Erkennung',\n                'description' => 'Dateien scannen und Format prüfen',\n                'phase' => 'Vorverarbeitung',\n                'storage' => null,\n            ],\n            'validate' => [\n                'label' => 'Validierung',\n                'description' => 'Datei-Prüfung auf Lesbarkeit und Korruption',\n                'phase' => 'Vorverarbeitung',\n                'storage' => null,\n            ],\n            'page_split' => [\n                'label' => 'Seitenzerlegung',\n                'description' => 'PDF in Einzelseiten zerlegen für Referenz und Vision-Analyse',\n                'phase' => 'Vorverarbeitung',\n                'storage' => 'ki_content.document_pages',\n            ],\n            'vision_analyze' => [\n                'label' => 'Bildanalyse',\n                'description' => 'Seiten via Vision-Modell analysieren, Bilder und Grafiken erkennen',\n                'phase' => 'Vorverarbeitung',\n                'storage' => 'ki_content.document_pages (vision_analysis)',\n                'uses_vision' => true,\n            ],\n            'extract' => [\n                'label' => 'Textextraktion',\n                'description' => 'Text extrahieren, OCR für Bilder mit Text',\n                'phase' => 'Vorverarbeitung',\n                'storage' => null,\n            ],\n            'structure' => [\n                'label' => 'Strukturerkennung',\n                'description' => 'Überschriften, Listen und Hierarchie erkennen',\n                'phase' => 'Vorverarbeitung',\n                'storage' => 'ki_content.document_sections',\n            ],\n            'segment' => [\n                'label' => 'Abschnitte',\n                'description' => 'Logische Dokumentgliederung nach Struktur',\n                'phase' => 'Vorverarbeitung',\n                'storage' => 'ki_content.document_sections',\n            ],\n            'chunk' => [\n                'label' => 'Textbausteine',\n                'description' => 'Chunks erstellen (max 800 Token) mit Seitenreferenz',\n                'phase' => 'Vorverarbeitung',\n                'storage' => 'ki_content.chunks',\n            ],\n            'queue' => [\n                'label' => 'Warteschlange',\n                'description' => 'Dokument zur Verarbeitung einreihen',\n                'phase' => 'Vorverarbeitung',\n                'storage' => null,\n            ],\n            'hash' => [\n                'label' => 'Hash-Berechnung',\n                'description' => 'SHA256-Hash für Duplikat-Erkennung berechnen',\n                'phase' => 'Vorverarbeitung',\n                'storage' => null,\n            ],\n            'rotation' => [\n                'label' => 'Seitenausrichtung',\n                'description' => 'Seiten-Rotation per OSD korrigieren',\n                'phase' => 'Vorverarbeitung',\n                'storage' => null,\n            ],\n            'enrich' => [\n                'label' => 'Anreicherung',\n                'description' => 'Überschriften und Keywords extrahieren',\n                'phase' => 'Vorverarbeitung',\n                'storage' => 'ki_content.chunks (headings, keywords)',\n            ],\n            \/\/ Phase 2: Speicherung & Vektorisierung\n            'metadata_store' => [\n                'label' => 'DB-Speicherung',\n                'description' => 'Dokument, Seiten und Chunks in MariaDB speichern',\n                'phase' => 'Speicherung',\n                'storage' => 'ki_content.documents, .document_pages, .chunks',\n            ],\n            'embed' => [\n                'label' => 'Vektorisierung',\n                'description' => 'Embeddings erstellen für Vektor-Suche',\n                'phase' => 'Speicherung',\n                'storage' => 'Qdrant: {collection}',\n                'fixed_model' => 'mxbai-embed-large (1024-dim)',\n                'has_collection' => true,\n            ],\n            'collection_setup' => [\n                'label' => 'Collection',\n                'description' => 'Qdrant-Collection einrichten falls nötig',\n                'phase' => 'Speicherung',\n                'storage' => 'Qdrant: {collection}',\n            ],\n            'vector_store' => [\n                'label' => 'Vektorspeicherung',\n                'description' => 'Vektoren in Qdrant mit MariaDB-ID als Referenz',\n                'phase' => 'Speicherung',\n                'storage' => 'Qdrant: {collection}',\n            ],\n            'index_optimize' => [\n                'label' => 'Index-Optimierung',\n                'description' => 'HNSW-Index für schnelle Suche optimieren',\n                'phase' => 'Speicherung',\n                'storage' => 'Qdrant: {collection}',\n            ],\n            \/\/ Phase 3: Wissensextraktion\n            'knowledge_page' => [\n                'label' => 'Seiten-Wissen',\n                'description' => 'Pro Seite: Entitäten → Semantik → Ontologie → Taxonomie',\n                'phase' => 'Wissen',\n                'storage' => 'ki_content.page_knowledge, .entities, .entity_semantics',\n                'uses_llm' => true,\n            ],\n            'knowledge_section' => [\n                'label' => 'Abschnitt-Wissen',\n                'description' => 'Pro Kapitel: Aggregierte Wissensrepräsentation',\n                'phase' => 'Wissen',\n                'storage' => 'ki_content.section_knowledge',\n                'uses_llm' => true,\n            ],\n            'knowledge_document' => [\n                'label' => 'Dokument-Wissen',\n                'description' => 'Konsolidierte Gesamtsicht des Dokuments',\n                'phase' => 'Wissen',\n                'storage' => 'ki_content.document_knowledge',\n                'uses_llm' => true,\n            ],\n            'knowledge_validate' => [\n                'label' => 'Wissens-Validierung',\n                'description' => 'Abgleich mit DB, Duplikate zusammenführen, neue validieren',\n                'phase' => 'Wissen',\n                'storage' => 'ki_content.entities (merged)',\n            ],\n            \/\/ Legacy Analyse-Schritte\n            'entity_extract' => [\n                'label' => 'Entitäten (Legacy)',\n                'description' => 'Personen, Organisationen, Konzepte, Methoden erkennen',\n                'phase' => 'Analyse',\n                'storage' => 'ki_content.chunk_entities',\n                'uses_llm' => true,\n            ],\n            'relation_extract' => [\n                'label' => 'Beziehungen (Legacy)',\n                'description' => 'Relationen zwischen Entitäten extrahieren',\n                'phase' => 'Analyse',\n                'storage' => 'ki_content.entity_relations',\n                'uses_llm' => true,\n            ],\n            'taxonomy_build' => [\n                'label' => 'Taxonomie (Legacy)',\n                'description' => 'Hierarchische Kategorisierung aufbauen',\n                'phase' => 'Analyse',\n                'storage' => 'ki_content.chunk_taxonomy, .taxonomy_terms',\n                'uses_llm' => true,\n            ],\n            'semantic_analyze' => [\n                'label' => 'Semantik (Legacy)',\n                'description' => 'Bedeutungs-Analyse, Konzepte und Definitionen',\n                'phase' => 'Analyse',\n                'storage' => 'ki_content.chunk_semantics',\n                'uses_llm' => true,\n            ],\n            'summarize' => [\n                'label' => 'Zusammenfassung',\n                'description' => 'Dokument- und Seiten-Zusammenfassungen erstellen',\n                'phase' => 'Analyse',\n                'storage' => 'ki_content.documents (summary), .document_pages',\n                'uses_llm' => true,\n            ],\n            'question_generate' => [\n                'label' => 'Fragengenerierung',\n                'description' => 'Beispielfragen für RAG-Chat erstellen',\n                'phase' => 'Analyse',\n                'storage' => 'ki_content.generated_questions',\n                'uses_llm' => true,\n            ],\n            'finalize' => [\n                'label' => 'Abschluss',\n                'description' => 'Status finalisieren und Job beenden',\n                'phase' => 'Analyse',\n                'storage' => 'ki_content.documents (status)',\n            ],\n            'analyze' => [\n                'label' => 'Analyse (Legacy)',\n                'description' => 'Kombinierte Analyse (veraltet)',\n                'phase' => 'Analyse',\n                'storage' => 'ki_content.chunk_entities, .chunk_semantics',\n                'uses_llm' => true,\n            ],\n        ];\n    }\n\n    \/**\n     * Get available Qdrant collections.\n     *\n     * @return array<string, string>\n     *\/\n    public static function getCollections(): array\n    {\n        return [\n            'documents' => 'Documents (Schulungsunterlagen)',\n            'mail' => 'Mail (E-Mails)',\n            'entities' => 'Entities (Entitäten)',\n            'knowledge' => 'Knowledge (Wissensbasis)',\n        ];\n    }\n\n    \/**\n     * Get default steps for new pipelines.\n     *\n     * @return array<array<string, mixed>>\n     *\/\n    public static function getDefaultSteps(): array\n    {\n        return [\n            ['step_type' => 'detect', 'config' => ['hash_algorithm' => 'sha256'], 'sort_order' => 1, 'enabled' => 1],\n            ['step_type' => 'extract', 'config' => ['ocr_enabled' => true, 'ocr_language' => 'deu'], 'sort_order' => 2, 'enabled' => 1],\n            ['step_type' => 'chunk', 'config' => ['min_size' => 100, 'max_size' => 2000, 'overlap' => 0.1], 'sort_order' => 3, 'enabled' => 1],\n            ['step_type' => 'embed', 'config'... [TRUNCATED-62095962ccbbcc3a]",
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                "newLines": 49,
                "lines": [
                    "                 'phase' => 'Speicherung',",
                    "                 'storage' => 'Qdrant: {collection}',",
                    "             ],",
                    "+            'doc_create' => [",
                    "+                'label' => 'Dokument-Eintrag',",
                    "+                'description' => 'Dokument-Datensatz in Datenbank erstellen',",
                    "+                'phase' => 'Speicherung',",
                    "+                'storage' => 'ki_content.documents',",
                    "+            ],",
                    "+            'page_store' => [",
                    "+                'label' => 'Seiten-Speicherung',",
                    "+                'description' => 'Einzelseiten in Datenbank speichern',",
                    "+                'phase' => 'Speicherung',",
                    "+                'storage' => 'ki_content.document_pages',",
                    "+            ],",
                    "+            'vision' => [",
                    "+                'label' => 'Bild-Analyse',",
                    "+                'description' => 'Seiten via Vision-LLM analysieren',",
                    "+                'phase' => 'Analyse',",
                    "+                'storage' => null,",
                    "+                'uses_llm' => true,",
                    "+            ],",
                    "+            'vision_store' => [",
                    "+                'label' => 'Vision-Speicherung',",
                    "+                'description' => 'Vision-Analyse-Ergebnisse speichern',",
                    "+                'phase' => 'Speicherung',",
                    "+                'storage' => 'ki_content.document_pages (vision_analysis)',",
                    "+            ],",
                    "+            'chunk_store' => [",
                    "+                'label' => 'Chunk-Speicherung',",
                    "+                'description' => 'Textbausteine in Datenbank speichern',",
                    "+                'phase' => 'Speicherung',",
                    "+                'storage' => 'ki_content.chunks',",
                    "+            ],",
                    "+            'qdrant_store' => [",
                    "+                'label' => 'Vektor-Speicherung',",
                    "+                'description' => 'Embedding-Vektoren in Qdrant speichern',",
                    "+                'phase' => 'Speicherung',",
                    "+                'storage' => 'Qdrant: {collection}',",
                    "+            ],",
                    "+            'status_update' => [",
                    "+                'label' => 'Status-Update',",
                    "+                'description' => 'Dokument-Status aktualisieren',",
                    "+                'phase' => 'Speicherung',",
                    "+                'storage' => 'ki_content.documents (status)',",
                    "+            ],",
                    "             \/\/ Phase 3: Wissensextraktion",
                    "             'knowledge_page' => [",
                    "                 'label' => 'Seiten-Wissen',"
                ]
            }
        ],
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}