Timeline for LazyGraphRAG Integration into GraphRAG Library

[Kenton Parton (KentonParton)]

This announcement mentioned that LazyGraphRAG will be coming soon to the GraphRAG library. Can you share an estimated timeline or any updates on when we can expect this feature to be added?

Thanks!

[Alonso Guevara (AlonsoGuevara)]

Hi Kenton Parton (@KentonParton)
Lazy GraphRAG is indeed the next milestone for our repo. We are just closing some last items like clean up and ergonomics for our current implementation and Lazy GraphRAG will be the next top priority item to release.

Thanks for youe interest in this.

[omar (owquresh)]

Is this project still being maintained? I would not be surprised if Microsoft has shelved it.

[Pavel Shpin (jetdream)]

I start questioning if it is even real. The single article and nothing else - no even initial implementation code in repo, no mentions on conferences and other public events.
But the idea itself sounds legit.
It is also weird that other GraphRAG implementations (llamaindex, langgraph) did not try to do anything like this on their own.

[Bernal Jiménez Gutiérrez (bernaljg)]

Perhaps you guys can try HippoRAG 2 instead! It outperforms GraphRAG in several benchmarks and is around 10x more efficient. https://github.com/OSU-NLP-Group/HippoRAG

[Nikos Tsarmpopoulos (ntsarb)]

+1 waiting for testing and deployment.

[Jochen van Wylick (jochenvw)]

Also waiting :)

[Sandy4321]

pls release lazygraphrag...

[Daniel (BrainFartScientist)]

Just curious: When will it be released?

[Siva Rudramurthy (sivarudramurthy)]

Is this shelved?

[Govind.S.B (Govind-S-B)]

Just commenting here to say folks are still looking for some update

[Nisarg Trivedi (nisarg-refyne)]

Hi Alonso Guevara (@AlonsoGuevara),
Is there any estimated timeline around when it would be published?

[SQ (jeremyzhangsq)]

Hello everyone,

We've been working on KET-RAG, a framework built upon Microsoft's GraphRAG, aiming to enhance indexing efficiency—a goal similar to LazyGraphRAG. While awaiting the official release of LazyGraphRAG, we wanted to share our approach and findings, hoping they might contribute to the community's exploration of efficient indexing strategies.

Technical Report
Code & Implementation

We welcome any feedback or thoughts on our approach.

[Benjamin Tebbutt (btebbutt)]

have you checked out fast graph rag repo (circle ci) which I believe uses hippo rag. on first glance this ket rag looks quite similar and i'm interested as to whether or not this method builds upon hippo rag / is better in some scenarios etc.

[waetr]

Thank you for your comments. KET-RAG is not built upon HippoRAG but MS GraphRAG; In fact, we conducted further experiments, where KET-RAG has shown superior performance on datasets/benchmarks such as Musique and RAG-QA Arena, a recent benchmark tailored for RAG tasks. We will update the experimental results in the technical report / codes on github later.

[Chenming Wu (WingI9B1)]

Is this project still being maintained?

[Joaquim (medeirosjoaquim)]

it will take a couple more years to be implemented, because it's 'lazy'