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I Tried to Automate Knowledge Graph Schema and It Blew My Mind

  • Automating knowledge graph schema to build powerful chatbots without fixed structures discovered.
  • New method AutoSchemaKG automates schema induction from unstructured text, enhancing construction efficiency.
  • AutoSchemaKG allows real-time updates to large knowledge graphs, reducing costs and improving flexibility.
  • RAG pipeline integrates components for semantic retrieval and answer generation, enhancing information processing.
  • AutoSchemaKG paves the way for intelligent information processing and flexible knowledge graph adaptation.

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