The Data Transformation Pipeline

About this video

Master the Mixpeek philosophy: Objects → Documents → Enriched Knowledge. This foundational video covers the three-layer architecture (Buckets → Collections → Retrievers), decomposition and recomposition patterns, enrichment as immutable joins, and configuration-over-code principles. Essential mental models for understanding how Mixpeek transforms raw data into searchable intelligence. What you'll learn: ⚡ The three-layer architecture pattern ⚡ Decomposition: Breaking objects into semantic layers ⚡ Recomposition: Multi-stage pipeline assembly ⚡ Enrichment through similarity joins ⚡ Declarative pipeline configuration ⚡ Complete provenance tracking