{
"event": "PreToolUse",
"tool_name": "Read",
"tool_input": {
"file_path": "\/opt\/scripts\/pipeline\/embed.py",
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{
"tool_response": {
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"filePath": "\/opt\/scripts\/pipeline\/embed.py",
"content": " embedded_count = 0\n total_chunks = len(chunks)\n\n for i, chunk in enumerate(chunks):\n # Log every 20 chunks or first\/last\n if progress and (i == 0 or (i + 1) % 20 == 0 or i + 1 == total_chunks):\n progress.add_log(f\"Embed: Chunk {i + 1}\/{total_chunks}...\")\n\n # Generate embedding\n embedding = get_embedding(chunk[\"content\"])\n\n if not embedding:\n db.log(\"WARNING\", f\"Failed to embed chunk {i} of document {document_id}\")\n continue\n\n # Verify dimension\n if len(embedding) != EMBEDDING_DIMENSION:\n db.log(\"ERROR\", f\"Wrong embedding dimension: {len(embedding)} vs {EMBEDDING_DIMENSION}\")\n continue\n",
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