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 (2 months ago)

Commits 79 (last one 4 hours ago)

Stargazers 613 (44 this week)

Watchers 19 (0 this week)

Forks 45

License apache-2.0

Ranking

RepositoryStats indexes 584,353 repositories, of these OpenSPG/KAG is ranked #79,173 (86th percentile) for total stargazers, and #122,593 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #12,732/116,326.

OpenSPG/KAG is also tagged with popular topics, for these it's ranked: llms (#114/506)

Other Information

OpenSPG/KAG has 1 open pull request on Github, 22 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 17 open issues and 14 closed issues.

There have been 1 release, the latest one was published on 2024-11-04 (17 days ago) with the name Version 0.5.

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

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

updated: 2024-11-21 @ 09:45am, id: 860912552 / R_kgDOM1B7qA