{
"event": "PostToolUse",
"tool_name": "Read",
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"file": {
"filePath": "\/var\/www\/scripts\/pipeline\/constants.py",
"content": "\"\"\"\nZentrale Konstanten für die KI-System Pipeline.\n\nDiese Datei enthält alle häufig verwendeten \"Magic Numbers\" als\nbenannte Konstanten für bessere Lesbarkeit und Wartbarkeit.\n\"\"\"\n\n# =============================================================================\n# PAGINATION & LIMITS\n# =============================================================================\n\nDEFAULT_LIMIT = 100\n\"\"\"Standard-Limit für Datenbankabfragen.\"\"\"\n\nBATCH_LIMIT = 1000\n\"\"\"Maximum für Batch-Operationen.\"\"\"\n\nDEFAULT_OFFSET = 0\n\"\"\"Standard-Offset für Pagination.\"\"\"\n\n# =============================================================================\n# TIME CONVERSIONS\n# =============================================================================\n\nMS_PER_SECOND = 1000\n\"\"\"Millisekunden pro Sekunde.\"\"\"\n\nSECONDS_PER_MINUTE = 60\n\"\"\"Sekunden pro Minute.\"\"\"\n\nMINUTES_PER_HOUR = 60\n\"\"\"Minuten pro Stunde.\"\"\"\n\nHOURS_PER_DAY = 24\n\"\"\"Stunden pro Tag.\"\"\"\n\nDAYS_PER_YEAR = 365\n\"\"\"Tage pro Jahr.\"\"\"\n\nSECONDS_PER_HOUR = 3600\n\"\"\"Sekunden pro Stunde.\"\"\"\n\nSECONDS_PER_DAY = 86400\n\"\"\"Sekunden pro Tag.\"\"\"\n\n# =============================================================================\n# PERCENTAGES\n# =============================================================================\n\nPERCENT_FULL = 100\n\"\"\"100 Prozent (für Berechnungen).\"\"\"\n\nPERCENT_HALF = 50\n\"\"\"50 Prozent.\"\"\"\n\n# =============================================================================\n# TIMEOUTS (in Sekunden)\n# =============================================================================\n\nHTTP_TIMEOUT = 30\n\"\"\"Standard-Timeout für HTTP-Requests.\"\"\"\n\nLLM_TIMEOUT = 120\n\"\"\"Timeout für LLM-Anfragen.\"\"\"\n\nHEALTH_CHECK_TIMEOUT = 5\n\"\"\"Health-Check Timeout.\"\"\"\n\nOLLAMA_TIMEOUT = 60\n\"\"\"Timeout für Ollama-Anfragen.\"\"\"\n\nTEST_TIMEOUT = 600\n\"\"\"Erweiterter Timeout für Tests (10 Minuten).\"\"\"\n\n# =============================================================================\n# CHUNKING & TEXT\n# =============================================================================\n\nMIN_CHUNK_SIZE = 100\n\"\"\"Minimale Chunk-Größe in Zeichen.\"\"\"\n\nMAX_CHUNK_SIZE = 2000\n\"\"\"Maximale Chunk-Größe in Zeichen.\"\"\"\n\nCHUNK_OVERLAP_PERCENT = 10\n\"\"\"Chunk-Overlap in Prozent.\"\"\"\n\n# =============================================================================\n# RETRY & BACKOFF\n# =============================================================================\n\nMAX_RETRIES = 3\n\"\"\"Maximale Anzahl Wiederholungsversuche.\"\"\"\n\nRETRY_BACKOFF_BASE = 2\n\"\"\"Basis für exponentielles Backoff in Sekunden.\"\"\"\n\n# =============================================================================\n# EMBEDDING & VECTORS\n# =============================================================================\n\nEMBEDDING_DIMENSION = 1024\n\"\"\"Dimension der Embedding-Vektoren.\"\"\"\n\nEMBEDDING_BATCH_SIZE = 100\n\"\"\"Batch-Größe für Embedding-Operationen.\"\"\"\n\n# =============================================================================\n# SCORE THRESHOLDS\n# =============================================================================\n\nSCORE_GOOD = 80\n\"\"\"Minimum-Score für 'gut'.\"\"\"\n\nSCORE_ACCEPTABLE = 60\n\"\"\"Minimum-Score für 'akzeptabel'.\"\"\"\n\nSCORE_HARD_FAIL = 20\n\"\"\"Hard-Fail Score bei kritischen Issues.\"\"\"\n\n# =============================================================================\n# LLM CONFIGURATION\n# =============================================================================\n\nLLM_MAX_TOKENS = 2000\n\"\"\"Maximale Tokens für LLM-Antworten.\"\"\"\n\nPROMPT_TEXT_LIMIT = 3500\n\"\"\"Maximale Textlänge für Prompts.\"\"\"\n\nPROMPT_TEXT_LIMIT_SHORT = 2500\n\"\"\"Kürzere Textlänge für kompakte Prompts.\"\"\"\n",
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