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yujunjun/ LightRAG

Python 0 0

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

genai gpt gpt-4 graphrag knowledge-graph large-language-models llm rag retrieval-augmented-generation

Updated 2025-06-26 18:33:20 +00:00

yujunjun/ KAG

Python 0 0

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

Updated 2025-06-26 08:51:26 +00:00

yujunjun/ openspg

Java 0 0

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

Updated 2025-06-19 06:19:04 +00:00