Tag: machine-learning

All the articles with the tag "machine-learning".

• RAG in the Real World: Building a High-Precision Retrieval System for LLM Pipelines

  Published on:February 3, 2026

  •8 min read

  Building a high-precision retrieval system sounds simple on paper. This is what actually happens when you ship one — the chunking failures, the retrieval gaps, and the hybrid search that finally gave us reliable signal.

• The Pipeline Problem: Building the Data Foundation for an Agent That Doesn't Lie

  Published on:January 14, 2026

  •8 min read

  A story about graduating from ad-hoc ingestion scripts to a real distributed file-processing platform using Ray and Azure, and the hard lessons learned along the way.