From File Data to AI‑Powered Knowledge Pipelines using Azure NetApp Files object REST API (opens in new tab)

Table of Contents Introduction Why a knowledge pipeline is required Retrieval‑augmented generation (RAG) at enterprise scale Knowledge pipeline architecture overview Step 1: Indexing enterprise file content without moving it Step 2: Creating semantic meaning with embeddings Step 3: Retrieval at query time Step 4: Grounded answer generation Why this architecture matters Preparing for the Copilot experience Key takeaway Learn more Introduction In Part 1, From Enterprise File Storage to an AI-Re...