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Digital Twin Architecture and ChromaDB Schema

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Linked challenge: AI-Enhanced Digital Twin for Urban Underground Utility Predictive Maintenance

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Linked challenge
AI-Enhanced Digital Twin for Urban Underground Utility Predictive Maintenance

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Design the overall architecture of your AI-enhanced digital twin system. Detail how different data sources (simulated sensor data, GIS, historical maintenance) will feed into the system. Outline the schema for ingesting and storing engineering documents, material specifications, and regulatory guidelines in ChromaDB. How will Qwen 2 be used for knowledge extraction from these unstructured documents?

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