Repositories list

• 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-model+ 2multi-hop-question-answeringtrustfulness

  Python

  •

  Apache License 2.0

  •313•5k•75•5•Updated Feb 8, 2025Feb 8, 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

  •1•7•0•0•Updated Jan 23, 2025Jan 23, 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-graphspgkag+ 3knowledge-reasoningknowledge-augmented-generationllm-kg-bidirectional-enhancement

  Java

  •

  Apache License 2.0

  •141•1.2k•23•4•Updated Jan 21, 2025Jan 21, 2025

• SpgSchemaEditorPlugin

  Public
  Apache License 2.0

  •0•0•0•0•Updated Jan 10, 2025Jan 10, 2025

• OpenSPG.github.io

  Public
  TypeScript

  •

  MIT License

  •5•6•0•1•Updated Jan 8, 2025Jan 8, 2025

• cla-assistant

  Public
  Apache License 2.0

  •0•1•0•0•Updated Dec 20, 2024Dec 20, 2024

• openspgapp

  Public
  Java

  •

  Apache License 2.0

  •3•2•1•0•Updated Dec 12, 2023Dec 12, 2023