Check Document Embedding Status

[jcbartle]

I couldn't find anything in the code, but is there a mechanism for checking the indexing status of a document? Reason I ask is that there is a delay between uploading a largeish document in LibreChat and that document being ready for RAG. However, the user interface doesn't indicate that the document is still indexing.

Would RAG API offer a way to check the indexing status of a document?

[onestardao]

you’ve basically run into what i’d call a “pre-deploy collapse” issue — the ingestion pipeline accepts the file but hasn’t finished embedding before queries start hitting it.
without an explicit status check, you get a silent gap where RAG calls return incomplete or empty matches.

i keep a public problem map of these failure modes. if you want the entry for this one (and the fixes), let me know — it can save a lot of trial-and-error.

[jcbartle]

Hi, @onestardao. I think we'd all be grateful if you have suggestions to share : )

[onestardao]

This is exactly ProblemMap No.16 — Pre-Deploy Collapse.
The ingestion pipeline accepts the file but hasn’t completed embedding before queries start, so you get silent incomplete or empty matches.

Here’s the public reference with the fixes for this one (and 15 other common failure modes):
https://github.com/onestardao/WFGY/blob/main/ProblemMap/README.md

MIT-licensed, and even got a star from the Tesseract OCR author.

[onestardao]

if you have any questions , pls let me know , basically it's downloaded a product called TXTOS and you ask AI

"I have uploaded TXTOS, could you use WFGY four math formula to solve my" + "Your questions"

AI know how to fix it :)