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[GH-ISSUE #1749] [CHORE] How user feedback works? #1143

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opened 2026-02-22 18:23:20 -05:00 by yindo · 1 comment
yindo commented 2026-02-22 18:23:20 -05:00
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Originally created by @timwu-ipevo on GitHub (Jun 24, 2024).
Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/1749

Well, this is not an issue. It's just my personal question about Anything's internal design.

AnythingLLM's user feedback feature is a valuable addition to its functionality. I've been investigating how it operates, tracing it down to the model layer. However, I only found that it saves feedback into a field called 'feedbackScore'. I'm curious about how this feedback actually influences the response generation process. Could someone provide more insight into how this mechanism works and affects the formation of responses?

Originally created by @timwu-ipevo on GitHub (Jun 24, 2024). Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/1749 Well, this is not an issue. It's just my personal question about Anything's internal design. AnythingLLM's user feedback feature is a valuable addition to its functionality. I've been investigating how it operates, tracing it down to the model layer. However, I only found that it saves feedback into a field called 'feedbackScore'. I'm curious about how this feedback actually influences the response generation process. Could someone provide more insight into how this mechanism works and affects the formation of responses?
yindo closed this issue 2026-02-22 18:23:20 -05:00
yindo commented 2026-02-22 18:23:20 -05:00
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@timothycarambat commented on GitHub (Jun 24, 2024):

Ah, that marker/flag has no impact on the ranking, scoring, or order of chats in a thread or any impact at all. It is simply a flag that shows up once you export chats so that you can pre-filter or review them.

Some people encourage use of that feedback button so that when they export they can easily prune all bad responses and then append the good results to some dataset they then use for a fine-tune job.

@timothycarambat commented on GitHub (Jun 24, 2024): Ah, that marker/flag has no impact on the ranking, scoring, or order of chats in a thread or any impact at all. It is simply a flag that shows up once you export chats so that you can pre-filter or review them. Some people encourage use of that feedback button so that when they export they can easily prune all bad responses and then append the good results to some dataset they then use for a fine-tune job.
yindo changed title from [CHORE] How user feedback works? to [GH-ISSUE #1749] [CHORE] How user feedback works? 2026-06-05 14:39:10 -04:00
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Reference: Mintplex-Labs/anything-llm#1143
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