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"content": "#!\/usr\/bin\/env python3\n\"\"\"\nGenerate semantic definitions for entities using Ollama.\nUses document context to create meaningful definitions.\n\"\"\"\n\nimport json\nimport time\n\nimport requests\n\n# Configuration\nOLLAMA_HOST = \"http:\/\/localhost:11434\"\nMODEL = \"gemma3:27b-it-qat\"\nDB_CONFIG = {\n \"host\": \"localhost\",\n \"database\": \"ki_system\",\n \"user\": \"root\",\n}\n\n\ndef get_db_password():\n \"\"\"Read database password from credentials file.\"\"\"\n cred_file = \"\/var\/www\/docs\/credentials\/credentials.md\"\n with open(cred_file) as f:\n for line in f:\n if \"MariaDB\" in line and \"root\" in line:\n parts = line.split(\"|\")\n if len(parts) >= 4:\n return parts[3].strip()",
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