Mintplex-Labs/anything-llm
1
0
Fork 0
mirror of https://github.com/Mintplex-Labs/anything-llm.git synced 2026-07-19 14:13:35 -04:00
Code Issues 328 Packages Projects Releases 10 Wiki Activity

[GH-ISSUE #2908] [FEAT]: Implement advanced RAG capabilities like Lightrag or RAG 2.0 #1853

New Issue
Closed
opened 2026-02-22 18:26:50 -05:00 by yindo · 4 comments
yindo commented 2026-02-22 18:26:50 -05:00
Owner
Copy Link
Copy Source

Originally created by @plasi7 on GitHub (Dec 27, 2024).
Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/2908

What would you like to see?

Would be nice to go beyond traditional RAG and enhance agent capabilities by implementing Lightrag or RAG 2.0

Originally created by @plasi7 on GitHub (Dec 27, 2024). Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/2908 ### What would you like to see? Would be nice to go beyond traditional RAG and enhance agent capabilities by implementing Lightrag or RAG 2.0
yindo added the enhancementfeature request labels 2026-02-22 18:26:50 -05:00
yindo closed this issue 2026-02-22 18:26:50 -05:00
yindo commented 2026-02-22 18:26:50 -05:00
Author
Owner
Copy Link
Copy Source

@spencerthayer commented on GitHub (Dec 27, 2024):

My experience with LightRAG is that while the methodology seems to be promising, the code the developers released isn't really ready for production environments. It is very buggy.

RAG "2.0" is not open source, nor is it publicly available for testing. Every VC company makes a big announcement with a flashy demo, and then there's just a waitlist. It's been 283 days since Contextual announced "2.0", and as far as I know, there hasn't been any independent testing of their methodology.

@spencerthayer commented on GitHub (Dec 27, 2024): My experience with LightRAG is that while the methodology seems to be promising, the code the developers released isn't really ready for production environments. [It is very buggy](https://github.com/HKUDS/LightRAG/issues). RAG "2.0" is not open source, nor is it publicly available for testing. Every VC company makes a big announcement with a flashy demo, and then there's just a waitlist. It's been 283 days since [Contextual announced "2.0"](https://contextual.ai/introducing-rag2/), and as far as I know, there hasn't been any independent testing of their methodology.
yindo commented 2026-02-22 18:26:50 -05:00
Author
Owner
Copy Link
Copy Source

@plasi7 commented on GitHub (Dec 28, 2024):

That makes sense and is consistent with our experience with LightRAG. Thanks for the clarification.

@plasi7 commented on GitHub (Dec 28, 2024): That makes sense and is consistent with our experience with LightRAG. Thanks for the clarification.
yindo commented 2026-02-22 18:26:50 -05:00
Author
Owner
Copy Link
Copy Source

@timothycarambat commented on GitHub (Dec 28, 2024):

This also applies to GraphRag, HippoRag, and the 400 other Rag augmentations that are niche or too nascent to be useful over a better or improved implementation on base RAG + a simple reranker.

@timothycarambat commented on GitHub (Dec 28, 2024): This also applies to GraphRag, HippoRag, and the 400 other Rag augmentations that are niche or too nascent to be useful over a better or improved implementation on base RAG + a simple reranker.
yindo changed title from [FEAT]: Implement advanced RAG capabilities like Lightrag or RAG 2.0 to [GH-ISSUE #2908] [FEAT]: Implement advanced RAG capabilities like Lightrag or RAG 2.0 2026-06-05 14:43:03 -04:00
yindo commented 2026-06-05 14:43:04 -04:00
Author
Owner
Copy Link
Copy Source

@stockarea commented on GitHub (Apr 2, 2026):

Can we use LightRAG as of today's date? the ecosystem there has matured quite a lot.

<!-- gh-comment-id:4178952725 --> @stockarea commented on GitHub (Apr 2, 2026): Can we use LightRAG as of today's date? the ecosystem there has matured quite a lot.
Sign in to join this conversation.
No Branch/Tag Specified
Branches Tags
Labels
Clear labels
Desktop
Docker
Integration Request
Integration Request
OS: Linux
OS: Mobile
OS: Windows
UI/UX
blocked
bug
bug
core-team-only
documentation
duplicate
embed-widget
enhancement
feature request
github_actions
good first issue
investigating
needs info / can't replicate
possible bug
pull-request
Mirrored from GitHub Pull Request
 question
stage: specifications
wontfix
No Label enhancement feature request
Milestone
No items
No Milestone
Projects
Clear projects
No project
Assignees
Clear assignees
yindo
No Assignees
1 Participants
Notifications
Due Date
No due date set.
Dependencies

No dependencies set.

Reference: Mintplex-Labs/anything-llm#1853
Delete Branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?