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Image Credit: Arxiv

TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG

  • Retrieval-Augmented Generation (RAG) is widely used for enhancing LLM retrieval capabilities but has limitations in commercial use cases.
  • TOBUGraph is a graph-based retrieval framework that overcomes the limitations of RAG.
  • TOBUGraph extracts structured knowledge and relationships from unstructured data.
  • TOBUGraph outperforms multiple RAG implementations, improving retrieval accuracy for personal memory organization and retrieval.

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