Tag: RAG

Day 2 of the SCIPE workshop on large language models: moving from chat to systems with tool use and function calling — schemas and validation, the agentic plan-act-observe loop, prompt injection as a systems problem, and retrieval-augmented generation.

Reasoning in Large Language Models: chain-of-thought prompting (zero-shot CoT, re-reading, self-ask, least-to-most, self-consistency), retrieval-augmented reasoning, reasoning vs. reciting, bounded rationality, and interpretability.