Subject
4 entries
Pipelines
Bookmarks
MOL: pipeline language with auto-tracing for AI/RAG
MOL is a pipeline programming language with auto-tracing built into the pipe operator, first-class AI types (Thought, Memory, Embedding, Chunk), and RAG as a one-liner. Transpiles to Python and JavaScript.
Mazzle: Pipelines as Code for DevOps
Mazzle is a pipelines-as-code tool for building large, complicated, consistent environments — define infrastructure and build pipelines declaratively, run them as a server. An early-generation IaC-adjacent tool predating Terraform's dominance.
Data Engineering Design Patterns (DEDP)
Data Engineering Design Patterns (DEDP) is a free online book covering canonical patterns for building data pipelines — ingestion, transformation, storage, and orchestration. Structured as a pattern catalog rather than a tutorial, useful as a reference for recurring architectural decisions.
Scikit-learn Pipelines and FeatureUnions
Zac Stewart's deep dive into composing scikit-learn Pipelines and FeatureUnions — showing how to chain preprocessing steps, branch feature transformations, and combine them back together while preventing data leakage. The definitive 2014 guide to production-ready sklearn code.