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.

Date Created 2024-09-21 (3 months ago)

Commits 99 (last one 21 hours ago)

Stargazers 2,384 (1,523 this week)

Watchers 32 (7 this week)

Forks 142

License apache-2.0

Ranking

RepositoryStats indexes 598,732 repositories, of these OpenSPG/KAG is ranked #28,805 (95th percentile) for total stargazers, and #73,442 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #4,462/120,199.

OpenSPG/KAG is also tagged with popular topics, for these it's ranked: knowledge-graph (#20/388)

Other Information

OpenSPG/KAG has 7 open pull requests on Github, 96 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 25 open issues and 47 closed issues.

There have been 2 releases, the latest one was published on 2024-11-21 (about a month ago) with the name Version 0.5.1.

Homepage URL: https://spg.openkg.cn/en-US

All Topics

trustfulness knowledge-graph logical-reasoning large-language-model multi-hop-question-answering

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Recent Commit History

99 commits on the default branch (master) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2024-12-30 @ 09:21pm, id: 860912552 / R_kgDOM1B7qA