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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 7.2k 522

  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 1.7k 202

  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 24 2

  4. OpenSPG.github.io OpenSPG.github.io Public

    TypeScript 6 5

  5. openspgapp openspgapp Public

    Java 3 4

  6. SpgSchemaEditorPlugin SpgSchemaEditorPlugin Public

    Java 3 1

Repositories

Showing 8 of 8 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.

    Python 7,202 Apache-2.0 522 137 9 Updated Jun 12, 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...

    Java 1,701 Apache-2.0 202 26 6 Updated May 19, 2025
  • SpgSchemaEditorPlugin Public
    Java 3 Apache-2.0 1 0 1 Updated May 15, 2025
  • v2 Public

    KAG website

    JavaScript 2 Apache-2.0 0 0 0 Updated Apr 23, 2025
  • cla-assistant Public
    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.

    HTML 24 MIT 2 1 0 Updated Mar 18, 2025
  • OpenSPG.github.io Public
    TypeScript 6 MIT 5 0 1 Updated Jan 8, 2025
  • openspgapp Public
    Java 3 Apache-2.0 4 1 0 Updated Dec 12, 2023

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