HKUDS / LightRAG

"LightRAG: Simple and Fast Retrieval-Augmented Generation"
https://arxiv.org/abs/2410.05779
MIT License
9.26k stars 1.14k forks source link

Workflow image in readme is 404 not found. #231

Closed Jaykumaran closed 5 days ago

Jaykumaran commented 2 weeks ago

Hey Team,

The workflow image in readme is no longer accessible. Kindly look into this.

It was a nice reference to look out everytime about the flow.

image

Jaykumaran commented 2 weeks ago

Now its working. I think its better to have it inplace under media or assets folder instead of directed by a link.

Anyways thanks

LarFii commented 1 week ago

Thank you for your suggestion. Are you referring to the Overall Architecture or the Algorithm Flowchart? I will make the necessary changes right away.

Jaykumaran commented 1 week ago

Hello,

Thanks, Yes I'm referring to that.

By referring that we at LearnOpenCV recreated the flowchart - LightRAG Indexing and Querying separately.

  1. https://learnopencv.com/wp-content/uploads/2024/11/LightRAG-VectorDB-Json-KV-Store-Indexing-Flowchart-scaled.jpg
  2. https://learnopencv.com/wp-content/uploads/2024/11/LightRAG-Querying-Flowchart-Dual-Level-Retrieval-Generation-Knowledge-Graphs-scaled.jpg

I can share full resolution of this image if required.

Jaykumaran commented 1 week ago

@LarFii, I’ve written an article on LearnOpenCV about using LightRAG for legal document analysis. Let me know if you could give it a read and provide suggestions for improvement. I'm looking for any technical review and feedback.

Feel free to suggest any topics or explanations that I should include. While I've gone in-depth on legal analysis, I aimed to make it a starter reference for those working at the intersection of legal and LLM+RAG.

Link to article"

LarFii commented 6 days ago

We’ve read the article, and it’s very well written. There are many aspects we haven’t tested yet. Recently, we’ve been focused on conducting more dimension-based tests for LightRAG. After that, we’ll continue to improve its functionality. Please stay tuned for further updates.

Jaykumaran commented 3 days ago

@LarFii

Hey Team,

Can you add my blog under this section in README.

image

LarFii commented 3 days ago

Yes, of course. I am doing it now.