best practices

2 articles in this category.

The Impartial Judge: Inside a Production ML Evaluation Harness

A developer's walkthrough of a real ML eval harness — F1, macro averaging, OOS recall, warmup, and p50/p95/p99 latency — and the design decisions behind each.

April 16, 202612 min read

#evaluation#metrics#f1-score

Semantic Caching & RAGAS Evaluation: Make Your RAG Pipeline Faster and Measurable

intermediateNatural Language Processing

Learn how to add semantic caching to your RAG pipeline for lower latency and cost, then measure quality with RAGAS evaluation metrics.

April 14, 202614 min read

#rag#semantic-caching#ragas