Improving Determinism with LLMs: Prompting, Model Selection, Context, and Tools

Large language models are not automatically deterministic, often producing varying answers or filling in gaps. To improve reliability, four practical methods are suggested: prompt engineering, selecting the right model, providing appropriate context (like RAG), and utilizing tools for deterministic tasks.