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A vendor-neutral blueprint adds a durable knowledge layer to RAG systems, compiling understanding into Markdown pages instead of discarding reasoning per query. The Azure-native implementation uses Microsoft Foundry, Azure AI Search, Cosmos DB, and FastAPI, demonstrated with synthetic insurer Ostermere Mutual.
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