What is nutshell of paper GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models

 The Arxiv paper "GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models" proposes an innovative approach to improve LLMs' long-context handling by structuring text into a graph and using an agent to explore it.