{
"event": "PreToolUse",
"tool_name": "Bash",
"tool_input": {
"command": "PYTHONUNBUFFERED=1 .\/venv\/bin\/python -c \"\nfrom analyze import extract_entities_ollama, store_entities, link_chunk_entities\nfrom db import db\n\ndb.connect()\n\ncursor = db.execute('SELECT id, content FROM chunks WHERE document_id = 1 ORDER BY chunk_index')\nchunks = cursor.fetchall()\ncursor.close()\nprint(f'Extracting entities from {len(chunks)} chunks...')\n\nimport time\nstart = time.time()\n\nfor i, chunk in enumerate(chunks):\n print(f'Chunk {i+1}: {len(chunk[\\\"content\\\"])} chars')\n entities = extract_entities_ollama(chunk['content'])\n print(f' -> {len(entities)} entities')\n for e in entities:\n print(f' - {e[\\\"name\\\"]:30} {e[\\\"type\\\"]}')\n if entities:\n store_entities(db, entities)\n\nelapsed = time.time() - start\n\ncursor = db.execute('SELECT COUNT(*) as cnt FROM entities')\ncnt = cursor.fetchone()['cnt']\ncursor.close()\nprint(f'\\\\nTotal: {cnt} entities in {elapsed:.1f}s')\n\nprint('\\\\nLinking entities to chunks...')\nlinks = link_chunk_entities(1)\nprint(f'{links} links created')\n\ndb.disconnect()\n\"",
"timeout": 300000,
"description": "Extract entities from demo.pdf"
}
}
{
"tool_response": {
"stdout": "Extracting entities from 4 chunks...\nChunk 1: 1899 chars\n -> 10 entities\n - Coaching CONCEPT\n - Anforderungsprofil CONCEPT\n - Verhaltensrepertoir CONCEPT\n - Koproduktion CONCEPT\n - Jobbeschreibung CONCEPT\n - Kompetenz-DNA CONCEPT\n - System CONCEPT\n - Ausbildung CONCEPT\n - Beratungskontext CONCEPT\n - Grundhaltungen CONCEPT\nChunk 2: 1858 chars\n -> 14 entities\n - Koproduktion CONCEPT\n - Coach-Persönlichkeit CONCEPT\n - Coach-System CONCEPT\n - Wertschätzung CONCEPT\n - Wirklichkeitskonstruktion CONCEPT\n - Empathie CONCEPT\n - Selbstwahrnehmung CONCEPT\n - Vertrauensvorschuss CONCEPT\n - Wissen um Nichtwissen CONCEPT\n - Offenheit CONCEPT\n - Neugierde CONCEPT\n - Vorstellungen und Bewertungen CONCEPT\n - innere Lösungsvorschläge CONCEPT\n - individuell passgenaue Lösung CONCEPT\nChunk 3: 535 chars\n -> 4 entities\n - Lösung CONCEPT\n - Transparenz CONCEPT\n - Klient ROLE\n - Prozess MODEL\nChunk 4: 1521 chars\n -> 12 entities\n - Irritationen CONCEPT\n - Grundhaltungen CONCEPT\n - Kompetenz-DNA CONCEPT\n - Allparteilichkeit CONCEPT\n - System CONCEPT\n - Lösungen CONCEPT\n - Coachee ROLE\n - Neutralität CONCEPT\n - Demut CONCEPT\n - Beobachtungen CONCEPT\n - Bewertungen CONCEPT\n - Konstruktionen CONCEPT\n\nTotal: 38 entities in 152.1s\n\nLinking entities to chunks...\n58 links created",
"stderr": "",
"interrupted": false,
"isImage": false
}
}