#LLM
2 articles on LLM. Practical notes, patterns, and lessons from building software.
Building a Production RAG System: Beyond the Demo
Chunking, embeddings, hybrid retrieval, reranking, citation, and evaluation — a practical guide to building a RAG pipeline that survives real traffic and messy documents.
AILLMRAG
LLM Evaluation and Guardrails in Production
How to test prompts, catch regressions, score outputs, and defend against prompt injection — with a small eval harness you can ship this week.
AILLMTesting