generative-ai
Generative AI·Jul 21, 2026·11 min read
Evaluating LLM Outputs
How to build evaluation systems for LLM-powered features — covering human eval, automated checks, LLM-as-judge, eval datasets, and regression prevention.
Generative AI·Jul 21, 2026·8 min read
Structured Outputs
Structured outputs are techniques for getting LLMs to reliably produce machine-parseable data like JSON — essential for any pipeline that needs to process model responses programmatically.
Generative AI·Jul 20, 2026·9 min read
RAG — Retrieval-Augmented Generation
RAG gives an LLM access to specific knowledge at query time by retrieving relevant documents and passing them as context — without retraining the model.