Blog Post

Microsoft Foundry Blog
13 MIN READ

Building a Self-Updating RAG System: Handling Document Uploads, Updates and Deletions

Akshay-Kireet-18's avatar
Oct 22, 2026

Building reliable document lifecycle workflows with Azure Cosmos DB, Azure AI Search, and Microsoft Agent Framework.

The Hidden Challenge of Production RAG Imagine your organization has deployed an AI assistant to answer questions about employee policies. An employee asks, “How many days of annual leave am I en...
Updated Oct 21, 2026
Version 1.0