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"content": " use_anthropic=SEMANTIC_USE_ANTHROPIC,\n )\n print(f\"Semantic queue processed: {result}\")\n\n elif args.command == \"enrich-entities\":\n # Enrich entity descriptions via Ollama\n limit = int(args.file_path) if args.file_path else DEFAULT_LIMIT\n model = \"mistral:latest\"\n\n print(f\"Entity Description Enrichment (limit={limit}, model={model})\")\n print(\"-\" * 50)\n\n enrich_step = EntityEnrichStep()\n\n # Show current stats\n stats = enrich_step.get_stats()\n print(f\"Entities total: {stats['total']}\")\n print(f\"Need enrichment: {stats['needs_enrichment']}\")\n print(f\"Already enriched: {stats['enriched']}\")\n if stats['avg_length']:",
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