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@OpenSPG

OpenSPG

This project encompasses a series of continuous explorations by Ant Group in the field of bidirectional enhancement between symbolic knowledge and LLMs

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  1. KAG 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 ba…

    Python 7.4k 543

  2. openspg 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 constr…

    Java 1.8k 210

  3. OneKE 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 27 3

  4. KAG-Thinker KAG-Thinker Public

    An interactive thinking and deep reasoning model. It provides a cognitive reasoning paradigm for complex multi-hop problems.

    Python 18

  5. OpenSPG.github.io OpenSPG.github.io Public

    TypeScript 6 5

  6. openspgapp openspgapp Public

    Java 3 4

Repositories

Showing 9 of 9 repositories
  • 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...

    OpenSPG/openspg’s past year of commit activity
    Java 1,758 Apache-2.0 210 18 6 Updated Jul 5, 2025
  • 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.

    OpenSPG/KAG’s past year of commit activity
    Python 7,407 Apache-2.0 543 162 1 Updated Jul 3, 2025
  • KAG-Thinker Public

    An interactive thinking and deep reasoning model. It provides a cognitive reasoning paradigm for complex multi-hop problems.

    OpenSPG/KAG-Thinker’s past year of commit activity
    Python 18 Apache-2.0 0 0 0 Updated Jul 2, 2025
  • v2 Public

    KAG website

    OpenSPG/v2’s past year of commit activity
    JavaScript 2 Apache-2.0 0 0 0 Updated Jun 30, 2025
  • SpgSchemaEditorPlugin Public
    OpenSPG/SpgSchemaEditorPlugin’s past year of commit activity
    Java 3 Apache-2.0 1 0 1 Updated May 15, 2025
  • cla-assistant Public
    OpenSPG/cla-assistant’s past year of commit activity
    1 Apache-2.0 0 0 0 Updated Apr 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.

    OpenSPG/OneKE’s past year of commit activity
    HTML 27 MIT 3 1 0 Updated Mar 18, 2025
  • OpenSPG.github.io Public
    OpenSPG/OpenSPG.github.io’s past year of commit activity
    TypeScript 6 MIT 5 0 1 Updated Jan 8, 2025
  • openspgapp Public
    OpenSPG/openspgapp’s past year of commit activity
    Java 3 Apache-2.0 4 1 0 Updated Dec 11, 2023

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