Projects in Awesome Lists by OpenSPG
A curated list of projects in awesome lists by OpenSPG .
https://github.com/OpenSPG/KAG
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-graph large-language-model logical-reasoning multi-hop-question-answering trustfulness
Last synced: 01 Apr 2025
https://github.com/OpenSPG/openspg
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...
kag knowledge-augmented-generation knowledge-graph knowledge-reasoning llm-kg-bidirectional-enhancement spg
Last synced: 11 Apr 2025