•1 min read•from Towards Data Science
Designing a Persistent Knowledge Layer That Refuses to Guess
RAG Retrieves, It Never Remembers. A vendor-neutral blueprint for applications that accumulate understanding. Includes a complete Azure-native implementation (Microsoft Foundry, Azure AI Search, Cosmos DB, FastAPI) mapped to a property-insurance corpus.
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Tagged with
#RAG
#Persistent Knowledge Layer
#Knowledge Accumulation
#Vendor-Neutral
#Azure
#Azure AI Search
#Cosmos DB
#FastAPI
#Microsoft Foundry
#Property Insurance
#Corpus
#Blueprint
#Application Development
#Data Science
#AI
#Retrieval
#Understanding
#Implementation
#Knowledge Management
#Data Layer