OpenSPG/KAG
LLM FrameworksKAG 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.
GitHub Metrics
Stars
8.6k
Forks
665
Open Issues
164
Watchers
74
Contributors
25
Weekly Commits
0
Language
Python
License
Apache-2.0
Last Commit
Jan 28, 2026
Created
Sep 21, 2024
Latest Release
v0.8.0
Release Date
Jun 28, 2025
Synced: Mar 3, 2026
Quality Scores
Documentation Qualityw: 20%
0.0
Community Healthw: 20%
0.0
Maintenance Velocityw: 15%
0.0
API Design & DXw: 20%
0.0
Production Readinessw: 15%
0.0
Ecosystem Integrationw: 10%
0.0
Tags
knowledge-graphlarge-language-modellogical-reasoningmulti-hop-question-answeringtrustfulness
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