Augmentation

BPE-dropout is applied at which stage(s) of the LLM lifecycle?

Multiple users complain that your AI assistant 'ignores the documents I uploaded and just makes things up'. Before involving an ML engineer, which pipeline layer should you investigate first?

Which of the following are recommended directives for a production RAG system prompt to maximize grounding? Select all that apply.

Why do augmentation prompt edits cause disproportionately more production quality incidents in RAG systems than LLM model swaps?

Which of the following are augmentation sub-decisions in a production RAG pipeline? Select all that apply.

Flashcard: name the three augmentation sub-decisions in a production RAG pipeline.