Can Microsoft&#39;s Graph RAG be added to the new version? #4473

@ZuzooVn commented on GitHub (Jul 5, 2024):

+100

@ZuzooVn commented on GitHub (Jul 5, 2024): +100

yindo commented

@Sakura4036 commented on GitHub (Jul 6, 2024):

+1, it's really helpful

@Sakura4036 commented on GitHub (Jul 6, 2024): +1, it's really helpful

yindo commented

@hyr910331 commented on GitHub (Jul 7, 2024):

+10086!!

@hyr910331 commented on GitHub (Jul 7, 2024): +10086!!

yindo commented

@adam6313 commented on GitHub (Jul 7, 2024):

🔥🔥🔥

@adam6313 commented on GitHub (Jul 7, 2024): 🔥🔥🔥

yindo commented

@ssrshz commented on GitHub (Jul 8, 2024):

Yes, it will greatly contribute to Dify!

@ssrshz commented on GitHub (Jul 8, 2024): Yes, it will greatly contribute to Dify!

yindo commented

@ssrshz commented on GitHub (Jul 8, 2024):

Yes, it will greatly contribute to Dify!

@ssrshz commented on GitHub (Jul 8, 2024): Yes, it will greatly contribute to Dify!

yindo commented

@Tining123 commented on GitHub (Jul 8, 2024):

+1

@Tining123 commented on GitHub (Jul 8, 2024): +1

yindo commented

@like-a-freedom commented on GitHub (Jul 8, 2024):

+1

@like-a-freedom commented on GitHub (Jul 8, 2024): +1

yindo commented

@phylony commented on GitHub (Jul 8, 2024):

+1

@phylony commented on GitHub (Jul 8, 2024): +1

yindo commented

@ifsheldon commented on GitHub (Jul 8, 2024):

+1, a great RAG

@ifsheldon commented on GitHub (Jul 8, 2024): +1, a great RAG

yindo commented

@lingaoan2024 commented on GitHub (Jul 9, 2024):

Will the next version include graph rag?

@lingaoan2024 commented on GitHub (Jul 9, 2024): Will the next version include graph rag?

yindo commented

@xinzhics commented on GitHub (Jul 15, 2024):

mee to,let's do it

@xinzhics commented on GitHub (Jul 15, 2024): mee to,let's do it

yindo commented

@meishild commented on GitHub (Jul 16, 2024):

+1

@meishild commented on GitHub (Jul 16, 2024): +1

yindo commented

@dimsky commented on GitHub (Jul 16, 2024):

+1

@dimsky commented on GitHub (Jul 16, 2024): +1

yindo commented

@uenotakeshi1048 commented on GitHub (Jul 17, 2024):

+1

@uenotakeshi1048 commented on GitHub (Jul 17, 2024): +1

yindo commented

@RGHuang commented on GitHub (Jul 19, 2024):

Is there any thing we can do to help dify team to support this asap?

@RGHuang commented on GitHub (Jul 19, 2024): Is there any thing we can do to help dify team to support this asap?

yindo commented

@murtaza-motorwala commented on GitHub (Jul 20, 2024):

This is an absolute needed feature. +100 for this.
The ability to search on semantics and relationships would help solve so many use cases.

@murtaza-motorwala commented on GitHub (Jul 20, 2024): This is an absolute needed feature. +100 for this. The ability to search on semantics and relationships would help solve so many use cases.

yindo commented

@varluffy commented on GitHub (Jul 24, 2024):

+1

@varluffy commented on GitHub (Jul 24, 2024): +1

yindo commented

@StellarFlash commented on GitHub (Jul 26, 2024):

a pratical way is making graphrag as a knowledge base service, such as a docker, interacting with standard api.

@StellarFlash commented on GitHub (Jul 26, 2024): a pratical way is making graphrag as a knowledge base service, such as a docker, interacting with standard api.

yindo commented

@simonetoo commented on GitHub (Jul 31, 2024):

+1

@simonetoo commented on GitHub (Jul 31, 2024): +1

yindo commented

@pulipulichen commented on GitHub (Aug 3, 2024):

+1

@pulipulichen commented on GitHub (Aug 3, 2024): +1

yindo commented

@akuanwo commented on GitHub (Aug 6, 2024):

+1

@akuanwo commented on GitHub (Aug 6, 2024): +1

yindo commented

@arronwy commented on GitHub (Aug 8, 2024):

+1

@arronwy commented on GitHub (Aug 8, 2024): +1

yindo commented

@NiuBlibing commented on GitHub (Aug 8, 2024):

https://github.com/infiniflow/ragflow/tree/main/graphrag
ragflow support it.

@NiuBlibing commented on GitHub (Aug 8, 2024): https://github.com/infiniflow/ragflow/tree/main/graphrag `ragflow` support it.

yindo commented

@martinzhang777 commented on GitHub (Aug 8, 2024):

+1k

@martinzhang777 commented on GitHub (Aug 8, 2024): +1k

yindo commented

@xudbin commented on GitHub (Aug 11, 2024):

why closed？ it will be very useful

@xudbin commented on GitHub (Aug 11, 2024): why closed？ it will be very useful

yindo commented

@LeoLiuYan commented on GitHub (Aug 11, 2024):

How is the progress of this feature?

@LeoLiuYan commented on GitHub (Aug 11, 2024): How is the progress of this feature?

yindo commented

@joeke80215 commented on GitHub (Aug 13, 2024):

+1

@joeke80215 commented on GitHub (Aug 13, 2024): +1

yindo commented

@Namec999 commented on GitHub (Aug 16, 2024):

+1

@Namec999 commented on GitHub (Aug 16, 2024): +1

yindo commented

@victorx98 commented on GitHub (Aug 19, 2024):

+1

@victorx98 commented on GitHub (Aug 19, 2024): +1

yindo commented

@NiXuebing commented on GitHub (Aug 21, 2024):

+1

@NiXuebing commented on GitHub (Aug 21, 2024): +1

yindo commented

@sshuair commented on GitHub (Aug 22, 2024):

+1

@sshuair commented on GitHub (Aug 22, 2024): +1

yindo commented

@bytewei commented on GitHub (Aug 26, 2024):

+1

@bytewei commented on GitHub (Aug 26, 2024): +1

yindo commented

@jqhr commented on GitHub (Aug 29, 2024):

+1

@jqhr commented on GitHub (Aug 29, 2024): +1

yindo commented

@weipanux commented on GitHub (Aug 29, 2024):

+100086

@weipanux commented on GitHub (Aug 29, 2024): +100086

yindo commented

@Thankyou-Cheems commented on GitHub (Sep 2, 2024):

+1 Killer level feature

@Thankyou-Cheems commented on GitHub (Sep 2, 2024): +1 Killer level feature

yindo commented

@taowang1993 commented on GitHub (Sep 7, 2024):

yes please!

@taowang1993 commented on GitHub (Sep 7, 2024): yes please!

yindo commented

@hackerpayne commented on GitHub (Sep 9, 2024):

+1000

@hackerpayne commented on GitHub (Sep 9, 2024): +1000

yindo commented

@nilecui commented on GitHub (Sep 10, 2024):

+1

@nilecui commented on GitHub (Sep 10, 2024): +1

yindo commented

@suxuanning commented on GitHub (Sep 10, 2024):

+10086

@suxuanning commented on GitHub (Sep 10, 2024): +10086

yindo commented

@zouxiaodong commented on GitHub (Sep 12, 2024):

+999999

@zouxiaodong commented on GitHub (Sep 12, 2024): +999999

yindo commented

@nickknyc commented on GitHub (Sep 18, 2024):

hoping we get support for all cypher-based graph stores - for me particularly neo4j.
https://neo4j.com/developer-blog/microsoft-graphrag-neo4j/
with this implementation - would be great to seperate the neo4j stuff from the specific Microsoft graphRag implementation so we can all use graph debases as we like.
Really need this to keep up on the RAG front.

@nickknyc commented on GitHub (Sep 18, 2024): hoping we get support for all cypher-based graph stores - for me particularly neo4j. https://neo4j.com/developer-blog/microsoft-graphrag-neo4j/ with this implementation - would be great to seperate the neo4j stuff from the specific Microsoft graphRag implementation so we can all use graph debases as we like. Really need this to keep up on the RAG front.

yindo commented

@k0286 commented on GitHub (Sep 22, 2024):

+1, this will improve the performance of RAG apps significantly

@k0286 commented on GitHub (Sep 22, 2024): +1, this will improve the performance of RAG apps significantly

yindo commented

@chace100 commented on GitHub (Sep 23, 2024):

+100000

@chace100 commented on GitHub (Sep 23, 2024): +100000

yindo commented

@algorithmx commented on GitHub (Sep 23, 2024):

hoping we get support for all cypher-based graph stores - for me particularly neo4j. https://neo4j.com/developer-blog/microsoft-graphrag-neo4j/ with this implementation - would be great to seperate the neo4j stuff from the specific Microsoft graphRag implementation so we can all use graph debases as we like. Really need this to keep up on the RAG front.

how about this : neo4j-graphrag-python ?

@algorithmx commented on GitHub (Sep 23, 2024): > hoping we get support for all cypher-based graph stores - for me particularly neo4j. https://neo4j.com/developer-blog/microsoft-graphrag-neo4j/ with this implementation - would be great to seperate the neo4j stuff from the specific Microsoft graphRag implementation so we can all use graph debases as we like. Really need this to keep up on the RAG front. how about this : [neo4j-graphrag-python](https://neo4j.com/developer-blog/neo4j-graphrag-python-package/) ?

yindo commented

@algorithmx commented on GitHub (Sep 23, 2024):

hoping we get support for all cypher-based graph stores - for me particularly neo4j. https://neo4j.com/developer-blog/microsoft-graphrag-neo4j/ with this implementation - would be great to seperate the neo4j stuff from the specific Microsoft graphRag implementation so we can all use graph debases as we like. Really need this to keep up on the RAG front.

how about this : neo4j-graphrag-python ?

Just have to merge the UI there into Dify and maybe check the license compatibility

@algorithmx commented on GitHub (Sep 23, 2024): > > hoping we get support for all cypher-based graph stores - for me particularly neo4j. https://neo4j.com/developer-blog/microsoft-graphrag-neo4j/ with this implementation - would be great to seperate the neo4j stuff from the specific Microsoft graphRag implementation so we can all use graph debases as we like. Really need this to keep up on the RAG front. > > how about this : [neo4j-graphrag-python](https://neo4j.com/developer-blog/neo4j-graphrag-python-package/) ? Just have to merge the UI there into Dify and maybe check the license compatibility

yindo commented

@nickknyc commented on GitHub (Sep 24, 2024):

sure that would be great.

Sent from Surface Duo

From: Yunlong Lian @.>
Sent: Monday, September 23, 2024 10:54:30 PM
To: langgenius/dify @.>
Cc: Nick Katsivelos @.>; Comment @.>
Subject: Re: [langgenius/dify] Can Microsoft's Graph RAG be added to the new version? (Issue #6019)

hoping we get support for all cypher-based graph stores - for me particularly neo4j. https://neo4j.com/developer-blog/microsoft-graphrag-neo4j/ with this implementation - would be great to seperate the neo4j stuff from the specific Microsoft graphRag implementation so we can all use graph debases as we like. Really need this to keep up on the RAG front.

how about this : neo4j-graphrag-pythonhttps://neo4j.com/developer-blog/neo4j-graphrag-python-package/ ?

Just have to merge the UI there into Dify and maybe check the license compatibility

—
Reply to this email directly, view it on GitHubhttps://github.com/langgenius/dify/issues/6019#issuecomment-2370008843, or unsubscribehttps://github.com/notifications/unsubscribe-auth/AAMGI3BF4FNVJFTNISK6PL3ZYDH6NAVCNFSM6AAAAABKNI7YZ2VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNZQGAYDQOBUGM.
You are receiving this because you commented.Message ID: @.***>

@nickknyc commented on GitHub (Sep 24, 2024): sure that would be great. Sent from Surface Duo ________________________________ From: Yunlong Lian ***@***.***> Sent: Monday, September 23, 2024 10:54:30 PM To: langgenius/dify ***@***.***> Cc: Nick Katsivelos ***@***.***>; Comment ***@***.***> Subject: Re: [langgenius/dify] Can Microsoft's Graph RAG be added to the new version? (Issue #6019) hoping we get support for all cypher-based graph stores - for me particularly neo4j. https://neo4j.com/developer-blog/microsoft-graphrag-neo4j/ with this implementation - would be great to seperate the neo4j stuff from the specific Microsoft graphRag implementation so we can all use graph debases as we like. Really need this to keep up on the RAG front. how about this : neo4j-graphrag-python<https://neo4j.com/developer-blog/neo4j-graphrag-python-package/> ? Just have to merge the UI there into Dify and maybe check the license compatibility — Reply to this email directly, view it on GitHub<https://github.com/langgenius/dify/issues/6019#issuecomment-2370008843>, or unsubscribe<https://github.com/notifications/unsubscribe-auth/AAMGI3BF4FNVJFTNISK6PL3ZYDH6NAVCNFSM6AAAAABKNI7YZ2VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNZQGAYDQOBUGM>. You are receiving this because you commented.Message ID: ***@***.***>

yindo commented

@murtaza-motorwala commented on GitHub (Sep 26, 2024):

@crazywoola - Any update on when this would be done? There are so many users requesting for it. This will be a game changer and it would open doors to so many use cases. RAG + GraphRAG would be a powerful combo.

@murtaza-motorwala commented on GitHub (Sep 26, 2024): @crazywoola - Any update on when this would be done? There are so many users requesting for it. This will be a game changer and it would open doors to so many use cases. RAG + GraphRAG would be a powerful combo.

yindo commented

@brightwang commented on GitHub (Oct 8, 2024):

I created a video about how to build an AI agent by integrating graphrag and Dify. https://youtu.be/cUtaEkIc65g?si=v1_rnIHZ8CeMppOX

@brightwang commented on GitHub (Oct 8, 2024): I created a video about how to build an AI agent by integrating graphrag and Dify. https://youtu.be/cUtaEkIc65g?si=v1_rnIHZ8CeMppOX

yindo commented

@nhha1602 commented on GitHub (Oct 14, 2024):

Hi,
As I understand that: with GraphRAG feature on dify, we will not need to integrate with a graph database ?
And one more thing, if we use GraphRAG, how can we use re-rank model for results from Vector database and GraphRAG ?

Thanks and regards

@nhha1602 commented on GitHub (Oct 14, 2024): Hi, As I understand that: with GraphRAG feature on dify, we will not need to integrate with a graph database ? And one more thing, if we use GraphRAG, how can we use re-rank model for results from Vector database and GraphRAG ? Thanks and regards

yindo commented

@lxh199533 commented on GitHub (Oct 23, 2024):

+1，GraphRAG or LightRAG

@lxh199533 commented on GitHub (Oct 23, 2024): +1，GraphRAG or LightRAG

yindo commented

https://www.nebula-graph.io/posts/implement_graph_rag_with_nebulagraph

@nhha1602 commented on GitHub (Oct 24, 2024):

Beside NEO4j support GraphRAG, NebulaGraph also supports GraphRAG,

So, please also support NebulaGraph db.

@nhha1602 commented on GitHub (Oct 24, 2024): Beside NEO4j support GraphRAG, NebulaGraph also supports GraphRAG, https://www.nebula-graph.io/posts/implement_graph_rag_with_nebulagraph So, please also support NebulaGraph db.

yindo commented

@cr-zhichen commented on GitHub (Nov 2, 2024):

+1, this feature would be incredibly useful and greatly enhance the user experience. Really hope to see it added!

@cr-zhichen commented on GitHub (Nov 2, 2024): +1, this feature would be incredibly useful and greatly enhance the user experience. Really hope to see it added!

yindo commented

@zero456 commented on GitHub (Nov 5, 2024):

+1，LightRAG

@zero456 commented on GitHub (Nov 5, 2024): +1，LightRAG

yindo commented

@mazlum commented on GitHub (Nov 7, 2024):

+1

@mazlum commented on GitHub (Nov 7, 2024): +1

yindo commented

@Victoriaheiheihei commented on GitHub (Nov 13, 2024):

+1

@Victoriaheiheihei commented on GitHub (Nov 13, 2024): +1

yindo commented

@Lyeluo commented on GitHub (Nov 17, 2024):

+1

@Lyeluo commented on GitHub (Nov 17, 2024): +1

yindo commented

@alokas commented on GitHub (Nov 28, 2024):

LightRAG please ...
+1

@alokas commented on GitHub (Nov 28, 2024): LightRAG please ... +1

yindo commented

@xy3xy3 commented on GitHub (Dec 13, 2024):

+1.
Here is a better and faster version of graph rag
https://github.com/circlemind-ai/fast-graphrag

@xy3xy3 commented on GitHub (Dec 13, 2024): +1. Here is a better and faster version of graph rag https://github.com/circlemind-ai/fast-graphrag

yindo commented

@streif96 commented on GitHub (Dec 18, 2024):

+1

@streif96 commented on GitHub (Dec 18, 2024): +1

yindo commented

@luisjpf commented on GitHub (Dec 30, 2024):

+1

@luisjpf commented on GitHub (Dec 30, 2024): +1

yindo commented

@nhha1602 commented on GitHub (Jan 8, 2025):

Do we have any update about this?

@nhha1602 commented on GitHub (Jan 8, 2025): Do we have any update about this?

yindo commented

@xiaodong-zhou commented on GitHub (Feb 5, 2025):

+1

@xiaodong-zhou commented on GitHub (Feb 5, 2025): +1

yindo commented

@hoseong-cheon commented on GitHub (Feb 5, 2025):

+1

@hoseong-cheon commented on GitHub (Feb 5, 2025): +1

yindo commented

@lryan599 commented on GitHub (Feb 17, 2025):

Any update about this?

@lryan599 commented on GitHub (Feb 17, 2025): Any update about this?

yindo commented

@eemirtekin commented on GitHub (Feb 18, 2025):

Adding the Graphrag feature would be truly amazing.

@eemirtekin commented on GitHub (Feb 18, 2025): Adding the Graphrag feature would be truly amazing.

yindo commented

@ahern88 commented on GitHub (Mar 4, 2025):

When will it be supported?

@ahern88 commented on GitHub (Mar 4, 2025): When will it be supported?

yindo commented

@cs-regan commented on GitHub (Mar 18, 2025):

+1

@cs-regan commented on GitHub (Mar 18, 2025): +1

yindo commented

@xingfeng7788 commented on GitHub (Mar 18, 2025):

+1

@xingfeng7788 commented on GitHub (Mar 18, 2025): +1

yindo commented

@vatsaldrc commented on GitHub (Mar 19, 2025):

+1

@vatsaldrc commented on GitHub (Mar 19, 2025): +1

yindo commented

@daniel-kress commented on GitHub (Mar 19, 2025):

+1

@daniel-kress commented on GitHub (Mar 19, 2025): +1

yindo commented

@odek53r commented on GitHub (Mar 19, 2025):

+1

@odek53r commented on GitHub (Mar 19, 2025): +1

yindo commented

@donywan commented on GitHub (Apr 12, 2025):

+1

@donywan commented on GitHub (Apr 12, 2025): +1

yindo commented

@CavalloneChen commented on GitHub (Apr 14, 2025):

+1

@CavalloneChen commented on GitHub (Apr 14, 2025): +1

yindo commented

@tanpham380 commented on GitHub (May 4, 2025):

+1

@tanpham380 commented on GitHub (May 4, 2025): +1

yindo commented

@nili1988 commented on GitHub (May 8, 2025):

+1

@nili1988 commented on GitHub (May 8, 2025): +1

yindo commented

@sinopec commented on GitHub (May 31, 2025):

+1
graphrag or lightrag.

@sinopec commented on GitHub (May 31, 2025): +1 graphrag or lightrag.

yindo commented

@SuperZhanggy commented on GitHub (Jun 4, 2025):

+1

@SuperZhanggy commented on GitHub (Jun 4, 2025): +1

yindo commented

@vatsaldrc commented on GitHub (Jun 11, 2025):

any update on this?

@vatsaldrc commented on GitHub (Jun 11, 2025): any update on this?

yindo commented

@qiaofenlin commented on GitHub (Jul 16, 2025):

+1

@qiaofenlin commented on GitHub (Jul 16, 2025): +1

yindo commented

@Apologizetoyou commented on GitHub (Aug 12, 2025):

+1

@Apologizetoyou commented on GitHub (Aug 12, 2025): +1

yindo commented

@ooodwbooo commented on GitHub (Aug 22, 2025):

E2GraphRAG

@ooodwbooo commented on GitHub (Aug 22, 2025): E2GraphRAG

yindo commented

@dc-vin commented on GitHub (Aug 24, 2025):

+1

@dc-vin commented on GitHub (Aug 24, 2025): +1

yindo commented

@dosubot[bot] commented on GitHub (Sep 30, 2025):

Hi, @jeffreychen567. I'm Dosu, and I'm helping the Dify team manage their backlog and am marking this issue as stale.

Issue Summary:

You requested adding Microsoft's Graph RAG integration to improve RAG capabilities in the new version.
The issue has strong community support with many +1s and calls for compatibility with other graph databases like Neo4j and NebulaGraph.
Contributors have shared resources and discussed possible implementation strategies.
The feature is considered important for advancing RAG applications.
There has been ongoing interest and inquiries about progress, but no resolution yet.

Next Steps:

Please let me know if this issue is still relevant to the latest version of Dify by commenting here.
If I don’t hear back within 15 days, I will automatically close this issue.

Thank you for your understanding and contribution!

@dosubot[bot] commented on GitHub (Sep 30, 2025): Hi, @jeffreychen567. I'm [Dosu](https://dosu.dev), and I'm helping the Dify team manage their backlog and am marking this issue as stale. **Issue Summary:** - You requested adding Microsoft's Graph RAG integration to improve RAG capabilities in the new version. - The issue has strong community support with many +1s and calls for compatibility with other graph databases like Neo4j and NebulaGraph. - Contributors have shared resources and discussed possible implementation strategies. - The feature is considered important for advancing RAG applications. - There has been ongoing interest and inquiries about progress, but no resolution yet. **Next Steps:** - Please let me know if this issue is still relevant to the latest version of Dify by commenting here. - If I don’t hear back within 15 days, I will automatically close this issue. Thank you for your understanding and contribution!

yindo commented

@dc-vin commented on GitHub (Sep 30, 2025):

Hi, @jeffreychen567. I'm Dosu, and I'm helping the Dify team manage their backlog and am marking this issue as stale.

Issue Summary:

You requested adding Microsoft's Graph RAG integration to improve RAG capabilities in the new version.

The issue has strong community support with many +1s and calls for compatibility with other graph databases like Neo4j and NebulaGraph.

Contributors have shared resources and discussed possible implementation strategies.

The feature is considered important for advancing RAG applications.

There has been ongoing interest and inquiries about progress, but no resolution yet.

Next Steps:

Please let me know if this issue is still relevant to the latest version of Dify by commenting here.

If I don’t hear back within 15 days, I will automatically close this issue.

Thank you for your understanding and contribution!

When is it planned to be supported?

@dc-vin commented on GitHub (Sep 30, 2025): > Hi, [@jeffreychen567](https://github.com/jeffreychen567). I'm [Dosu](https://dosu.dev), and I'm helping the Dify team manage their backlog and am marking this issue as stale. > > **Issue Summary:** > > * You requested adding Microsoft's Graph RAG integration to improve RAG capabilities in the new version. > * The issue has strong community support with many +1s and calls for compatibility with other graph databases like Neo4j and NebulaGraph. > * Contributors have shared resources and discussed possible implementation strategies. > * The feature is considered important for advancing RAG applications. > * There has been ongoing interest and inquiries about progress, but no resolution yet. > > **Next Steps:** > > * Please let me know if this issue is still relevant to the latest version of Dify by commenting here. > * If I don’t hear back within 15 days, I will automatically close this issue. > > Thank you for your understanding and contribution! When is it planned to be supported?

yindo commented