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ai guide

knowledge-pipeline: A Six-Layer Pipeline for RAG Quality Control

A six-layer deterministic pipeline that handles everything from URL ingestion to vector embedding automatically, filtering out garbage before it enters your RAG system through an eight-dimension scoring system.

#rag#knowledge-management#pipeline#embedding#bge-m3#sqlite#quality-control
tech guide

Cloudflare D1: SQLite Relational Database at the Edge

D1 is Cloudflare's serverless SQLite database that binds directly to Workers, supports full SQL (JOINs, transactions), and handles automatic backups. It's well-suited for small-to-medium relational data needs — NobodyClimb uses it as its primary database.

#cloudflare-d1#sqlite#serverless#edge#cloudflare-workers#database