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Last updated: August 17, 2026, 3:02 AM ET

Knowledge Architecture

Persistent Knowledge Layer moves beyond RAG's stateless retrieval by maintaining accumulated understanding across sessions. The vendor-neutral blueprint includes a complete Azure-native implementation using Microsoft Foundry, Azure AI Search, and Cosmos DB to build applications that remember context rather than guessing each interaction.

Distributed SQL

Quack enables concurrent SQL execution across three remote Duck DB servers, demonstrating a lightweight approach to distributed query processing without traditional database infrastructure.