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Request for Support of KAG (Knowledge-Aware Graph) #7393

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opened 2026-02-21 18:20:23 -05:00 by yindo · 1 comment
yindo commented 2026-02-21 18:20:23 -05:00
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Originally created by @yyyyysssssi7606 on GitHub (Dec 25, 2024).

Self Checks

  • I have searched for existing issues search for existing issues, including closed ones.
  • I confirm that I am using English to submit this report (我已阅读并同意 Language Policy).
  • [FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）
  • Please do not modify this template :) and fill in all the required fields.

1. Is this request related to a challenge you're experiencing? Tell me about your story.

Hello,

I would like to inquire about the possibility of supporting KAG (Knowledge-Aware Graph). Unlike RAG (Retrieval-Augmented Generation), KAG uses a knowledge graph as its vector database. Compared to RAG, both approaches have their own distinct advantages and can complement each other effectively when used together.

Could support for KAG be considered to enhance the system's capabilities? Integrating KAG could provide users with more versatile and powerful data processing options.

Thank you for considering this request.

Best regards,
SingleKey

2. Additional context or comments

No response

3. Can you help us with this feature?

  • I am interested in contributing to this feature.
Originally created by @yyyyysssssi7606 on GitHub (Dec 25, 2024). ### Self Checks - [X] I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones. - [X] I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)). - [X] [FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:） - [X] Please do not modify this template :) and fill in all the required fields. ### 1. Is this request related to a challenge you're experiencing? Tell me about your story. Hello, I would like to inquire about the possibility of supporting KAG (Knowledge-Aware Graph). Unlike RAG (Retrieval-Augmented Generation), KAG uses a knowledge graph as its vector database. Compared to RAG, both approaches have their own distinct advantages and can complement each other effectively when used together. Could support for KAG be considered to enhance the system's capabilities? Integrating KAG could provide users with more versatile and powerful data processing options. Thank you for considering this request. Best regards, SingleKey ### 2. Additional context or comments _No response_ ### 3. Can you help us with this feature? - [ ] I am interested in contributing to this feature.
yindo added the 💪 enhancement label 2026-02-21 18:20:23 -05:00
yindo closed this issue 2026-02-21 18:20:23 -05:00
yindo commented 2026-02-21 18:20:23 -05:00
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@dosubot[bot] commented on GitHub (Jan 25, 2025):

Hi, @SingleKey. I'm Dosu, and I'm helping the Dify team manage their backlog. I'm marking this issue as stale.

Issue Summary:

  • Request for integration of Knowledge-Aware Graph (KAG) support.
  • KAG could complement RAG by using a knowledge graph as a vector database.
  • No further comments or developments on this issue.

Next Steps:

  • Please let us know if this issue is still relevant to the latest version of the Dify repository by commenting here.
  • If there is no further activity, this issue will be automatically closed in 15 days.

Thank you for your understanding and contribution!

@dosubot[bot] commented on GitHub (Jan 25, 2025): Hi, @SingleKey. I'm [Dosu](https://dosu.dev), and I'm helping the Dify team manage their backlog. I'm marking this issue as stale. **Issue Summary:** - Request for integration of Knowledge-Aware Graph (KAG) support. - KAG could complement RAG by using a knowledge graph as a vector database. - No further comments or developments on this issue. **Next Steps:** - Please let us know if this issue is still relevant to the latest version of the Dify repository by commenting here. - If there is no further activity, this issue will be automatically closed in 15 days. Thank you for your understanding and contribution!
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Reference: langgenius/dify#7393
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