GraphReader: A Graph-based AI Agent System Designed to Handle Long Texts by Structuring them into a Graph and Employing an Agent to Explore this Graph Autonomously

Large language models (LLMs) have made significant strides in natural language understanding and generation. However, they face a critical challenge when handling long contexts due to limitations in context window size and memory usage. This issue hinders their ability to process and comprehend extensive text inputs effectively. As the demand for LLMs to handle increasingly […]

The post GraphReader: A Graph-based AI Agent System Designed to Handle Long Texts by Structuring them into a Graph and Employing an Agent to …

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