A Simple Recipe for LLM Observability
So, you’re building an AI application on top of an LLM, and you’re planning on setting it live in production.…
G-Eval for LLM Evaluation
LLM-as-a-judge evaluators have gained widespread adoption due to their flexibility, scalability, and close alignment with human judgment. They excel at…
Build Multi-Index Advanced RAG Apps
Welcome to Lesson 12 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…
Build a scalable RAG ingestion pipeline using 74.3% less code
Welcome to Lesson 11 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…
BERTScore For LLM Evaluation
Introduction BERTScore represents a pivotal shift in LLM evaluation, moving beyond traditional heuristic-based metrics like BLEU and ROUGE to a…
Building ClaireBot, an AI Personal Stylist Chatbot
Follow the evolution of my personal AI project and discover how to integrate image analysis, LLM models, and LLM-as-a-judge evaluation…
Perplexity for LLM Evaluation
Perplexity is, historically speaking, one of the "standard" evaluation metrics for language models. And while recent years have seen a…
