Playbooks

Building a RAG Evaluation Framework From Scratch

Deploying a RAG system is straightforward. Knowing whether it actually works is harder.

September 2025 RAG Learn more
Flowchart of a RAG evaluation pipeline with retrieval and generation stages

Building a Locally Deployed, High-Performance Multi-Layer RAG System

A lean, locally deployable RAG framework that allows a compact 1.5B model to rival much larger models on domain tasks.

August 2025 RAG Learn more
Architecture diagram of a multi-layer RAG system