June 27, 2026
I have spent a good while now building RAG pipelines across a number of engagements, mostly for documentation sites, and the gap between the tutorials and […]
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June 20, 2026
Published by Jamie Maguire on June 20, 2026
Categories
I recently had a situation where a continuous Azure WebJob running a documentation crawler stopped overnight. The crawler formed part of an ingestion sequence in a […]
June 12, 2026
Published by Jamie Maguire on June 12, 2026
Categories
In this blog, I run through a debug session that took me a while to diagnose. Documents in a production RAG pipeline were intermittently failing to […]
June 6, 2026
Published by Jamie Maguire on June 6, 2026
Categories
A production RAG-powered documentation chatbot started throwing intermittent “Server Error” responses. No obvious pattern, no reliable repro, and the first sign of trouble was an automated […]
February 16, 2026
After deploying AKS KAITO Retrieval Augmented Generation (RAG) Engine withe an embeddings model, I tested with many curl commands to index, update and query documents. I […]
February 11, 2026
Over the last 11 months, I have been steadily been building various AI apps to leverage features and capabilities offered by Azure services that support AI […]