{
"event": "PreToolUse",
"tool_name": "Read",
"tool_input": {
"file_path": "\/opt\/scripts\/pipeline\/analyze.py",
"offset": 440,
"limit": 40
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{
"tool_response": {
"type": "text",
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"filePath": "\/opt\/scripts\/pipeline\/analyze.py",
"content": " for category in taxonomy.get(\"categories\", []):\n try:\n cursor = db.execute(\"SELECT id FROM taxonomy_terms WHERE name = %s LIMIT 1\", (category,))\n term = cursor.fetchone()\n cursor.close()\n\n if term:\n cursor = db.execute(\n \"\"\"INSERT IGNORE INTO document_taxonomy\n (document_id, taxonomy_term_id, confidence, created_at)\n VALUES (%s, %s, %s, NOW())\"\"\",\n (document_id, term[\"id\"], taxonomy.get(\"confidence\", 0.5)),\n )\n db.commit()\n cursor.close()\n except Exception as e:\n db.log(\"WARNING\", f\"Failed to store taxonomy: {e}\")\n\n # Link entities to chunks\n chunk_entity_links = 0\n if entities:\n chunk_entity_links = link_chunk_entities(document_id)\n db.log(\"INFO\", f\"Created {chunk_entity_links} chunk-entity links\")\n\n # Analyze chunk semantics\n chunks_analyzed = analyze_chunks_semantics(document_id, client)\n db.log(\"INFO\", f\"Chunk semantics: {chunks_analyzed} chunks analyzed\")\n\n return {\n \"entities\": len(entities),\n \"relations\": len(relations) if entities else 0,\n \"categories\": taxonomy.get(\"categories\", []),\n \"chunk_entity_links\": chunk_entity_links,\n \"chunks_semantics\": chunks_analyzed,\n }\n\n\ndef link_chunk_entities(document_id):\n \"\"\"\n Link entities to their source chunks.",
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}