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    9 repositories

    • KAG

      Public
      KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.
      knowledge-graphlogical-reasoninglarge-language-modelmulti-hop-question-answeringtrustfulness
      Python
      •
      Apache License 2.0
      •559•7.6k•181•2•Updated Jul 28, 2025Jul 28, 2025

    • openspg

      Public
      OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable Graph) framework. Core Capabilities: 1) domain model constrained knowledge modeling, 2) facts and logic fused representation, 3) natively support KAG...
      knowledge-graphspgkagknowledge-reasoningknowledge-augmented-generationllm-kg-bidirectional-enhancement
      Java
      •
      Apache License 2.0
      •216•1.8k•31•7•Updated Jul 5, 2025Jul 5, 2025

    • KAG-Thinker

      Public
      An interactive thinking and deep reasoning model. It provides a cognitive reasoning paradigm for complex multi-hop problems.
      kagdeepthinkingdeepsearchalgorithmusreasoning-modelsdeepresearch
      Python
      •
      Apache License 2.0
      •3•37•0•0•Updated Jul 2, 2025Jul 2, 2025

    • v2

      Public
      KAG website
      JavaScript
      •
      Apache License 2.0
      •0•2•0•0•Updated Jun 30, 2025Jun 30, 2025

    • SpgSchemaEditorPlugin

      Public
      Java
      •
      Apache License 2.0
      •1•3•0•1•Updated May 15, 2025May 15, 2025

    • cla-assistant

      Public
      Apache License 2.0
      •0•1•0•0•Updated Apr 22, 2025Apr 22, 2025

    • OneKE

      Public
      OneKE is a knowledge extraction framework based on a large model, with preliminary generalized knowledge extraction capabilities in both Chinese and English and in multiple fields and tasks.
      HTML
      •
      MIT License
      •3•31•1•0•Updated Mar 18, 2025Mar 18, 2025

    • OpenSPG.github.io

      Public
      TypeScript
      •
      MIT License
      •5•6•0•1•Updated Jan 8, 2025Jan 8, 2025

    • openspgapp

      Public
      Java
      •
      Apache License 2.0
      •4•3•1•0•Updated Dec 12, 2023Dec 12, 2023