Knowledge-as-Skill: A Structural Design for Autonomous Knowledge-Base Use by LLM Agents

Jiangxu Wu

Retrieval-augmented generation (RAG) gives large language models (LLMs) access to external knowledge, but its conventional retrieve-concatenate-generate pipeline makes retrieval de…