From PDFs to Vectors: Building a Production-Grade LLM Ingestion Pipeline on AWS (Handling Data Drift the Right Way)

Large Language Models are only as good as the data you feed them.In real systems, that data never stays static — new documents arrive continuously, formats change, and pipelines must adapt automatically. In this blog, I’ll walk through how I built an...