{
"event": "PreToolUse",
"tool_name": "Bash",
"tool_input": {
"command": "PYTHONUNBUFFERED=1 .\/venv\/bin\/python -c \"\nfrom analyzers.entity_extractor import extract_entities_ollama\nfrom db import db\nimport time\n\ndb.connect()\n\n# Get all chunks\ncursor = db.execute('SELECT id, content FROM chunks WHERE document_id = 1 ORDER BY chunk_index')\nchunks = cursor.fetchall()\ncursor.close()\nprint(f'Processing {len(chunks)} chunks...')\n\nall_entities = {}\nstart = time.time()\n\nfor i, chunk in enumerate(chunks):\n entities = extract_entities_ollama(chunk['content'][:2000])\n for e in entities:\n key = e['name'].lower()\n if key not in all_entities:\n all_entities[key] = e\n if (i+1) % 10 == 0:\n print(f' {i+1}\/{len(chunks)} chunks, {len(all_entities)} unique entities')\n\nelapsed = time.time() - start\nprint(f'\\\\nDone: {len(all_entities)} unique entities in {elapsed:.1f}s')\n\n# Insert into DB\ncursor = db.execute('SELECT MAX(id) as max_id FROM entities')\nresult = cursor.fetchone()\ncursor.close()\n\nfor name, e in all_entities.items():\n cursor = db.execute('''\n INSERT INTO entities (name, type, source, created_at)\n VALUES (%s, %s, %s, NOW())\n ON DUPLICATE KEY UPDATE type = VALUES(type)\n ''', (e['name'], e['type'], 'ollama:gemma3:27b'))\n db.commit()\n cursor.close()\n\nprint(f'Entities saved to DB')\ndb.disconnect()\n\" 2>&1",
"timeout": 600000,
"description": "Run full entity extraction pipeline"
}
}
{
"tool_response": {
"stdout": "",
"stderr": "",
"interrupted": false,
"isImage": false,
"backgroundTaskId": "b4ca1b3"
}
}