AI & ML Research 3 Hours

Last updated: August 16, 2026, 12:11 PM ET

AI & ML Research

A new vendor-neutral blueprint details how to build a persistent knowledge layer that accumulates understanding instead of guessing. The approach relies on retrieval-augmented generation (RAG) principles, ensuring systems retrieve facts rather than hallucinate them. Towards Data Science covers the design and includes a complete Azure-native reference implementation using Microsoft Foundry, Azure AI Search, and Cosmos DB.