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RAG not able to summarize uploaded file #2035
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Reference: github-starred/open-webui#2035
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Originally created by @tkg61 on GitHub (Sep 9, 2024).
Bug Report
Installation Method
Helm install of 0.3.21
Confirmation:
Expected Behavior:
When i ask for a summary of a file, it gives me a summary
Actual Behavior:
It says it doesn't know what i am talking about
Description
Bug Summary:
the system is not recognizing that a file is uploaded and says it doesn't know what to do
Reproduction Details
Steps to Reproduce:
Run Openwebui like normal
upload any file
ask it to summarize the file
Logs and Screenshots
Browser Console Logs:
[Include relevant browser console logs, if applicable]
Docker Container Logs:
[Include relevant Docker container logs, if applicable]
Screenshots/Screen Recordings (if applicable):
Additional Information
When i ask it a specific question it can answer it but the summarize query should work:
Note
If the bug report is incomplete or does not follow the provided instructions, it may not be addressed. Please ensure that you have followed the steps outlined in the README.md and troubleshooting.md documents, and provide all necessary information for us to reproduce and address the issue. Thank you!
@peuportier commented on GitHub (Sep 9, 2024):
HI @tkg61 What model are you using for embedding ? can you provide us more detail about the configuration you are using concerning the embedding ? Did you have install tika , what your chunk parameter ... Please go on admin settings and Document to let us know. Thanks you
@thiswillbeyourgithub commented on GitHub (Sep 9, 2024):
Pretty sure it has something to do with https://github.com/open-webui/open-webui/discussions/5202#discussioncomment-10578585
@tkg61 commented on GitHub (Sep 9, 2024):
I am using all the defaults in Openwebui (model, content extraction, rag template, etc). All of it is unmodified.
@tkg61 commented on GitHub (Sep 9, 2024):
I did a little more experimentation. It seems like keeping the defaults but just adding in Tika did not solve anything.
I then experimented with a different embedding model (BAAI/bge-small-en-v1.5) and that seemed to have helped since i was able to do the same prompt and have it summarize what i was talking about.
The stranage thing is that if i reset everything (upload dir, vector db) and switch all my settings back to normal out of the box defaults. i can sometimes get the same prompt to work.
this just seems so random without having insight into what is going on. It would be cool like @thiswillbeyourgithub said to have more insight into whats happening since from the gui right now it looks like the file should have been used