System Architecture: Scalable RAG Pipelines
Building a solid RAG setup is less about fancy architecture and more about getting the data pipeline right. In this note, I walk through how I structure and seed my Technical Ledger content into Upstash Vector using OpenAI embeddings, why formatting the embedding input matters more than most people think, and how this setup keeps my portfolio AI grounded in real, searchable context.
Architecture
2 min read
2026-02-15