{
"event": "PreToolUse",
"tool_name": "Bash",
"tool_input": {
"command": ".\/venv\/bin\/python -c \"\nfrom analyzers.relation_extractor import extract_relations\nfrom analyzers.entity_extractor import find_entity_by_name\nfrom db import db\n\ndb.connect()\n\n# Get full text\ncursor = db.execute('SELECT GROUP_CONCAT(content SEPARATOR \\\" \\\") as text FROM chunks WHERE document_id = 1')\ndoc = cursor.fetchone()\ncursor.close()\ntext = doc['text'][:8000] # Limit for LLM\n\n# Get ALL entities\ncursor = db.execute('SELECT name, type FROM entities')\nentities = [{'name': e['name'], 'type': e['type']} for e in cursor.fetchall()]\ncursor.close()\n\nprint(f'Extracting relations for {len(entities)} entities...')\n\n# Extract relations\nrelations = extract_relations(text, entities[:30]) # Top 30 entities\nprint(f'Extracted {len(relations)} relations')\n\n# Store relations with fuzzy matching\nstored = 0\nfor rel in relations:\n source = find_entity_by_name(rel['source'])\n target = find_entity_by_name(rel['target'])\n \n if source and target:\n try:\n cursor = db.execute(\n '''INSERT IGNORE INTO entity_relations \n (source_entity_id, target_entity_id, relation_type, created_at)\n VALUES (%s, %s, %s, NOW())''',\n (source['id'], target['id'], rel['relation'])\n )\n db.commit()\n cursor.close()\n stored += 1\n print(f' + {rel[\\\"source\\\"]} --[{rel[\\\"relation\\\"]}]--> {rel[\\\"target\\\"]}')\n except Exception as e:\n print(f' ! Error: {e}')\n\nprint(f'Stored {stored} relations')\n\n# Verify\ncursor = db.execute('SELECT COUNT(*) as cnt FROM entity_relations')\ncnt = cursor.fetchone()['cnt']\ncursor.close()\nprint(f'Total entity_relations in DB: {cnt}')\n\ndb.disconnect()\n\" 2>&1 | head -50",
"timeout": 120000,
"description": "Extract and store relations"
}
}
{
"tool_response": {
"stdout": "<string>:44: SyntaxWarning: invalid escape sequence '\\!'\nExtracting relations for 179 entities...\nExtracted 4 relations\n + Abwandlungen --[RELATED_TO]--> spielerische Kreativität\nStored 1 relations\nTotal entity_relations in DB: 1",
"stderr": "",
"interrupted": false,
"isImage": false
}
}