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[GH-ISSUE #11279] Embedding dimension 768 does not match collection dimensionality 384 #70772
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Reference: github-starred/open-webui#70772
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Originally created by @rakehell1986 on GitHub (Mar 6, 2025).
Original GitHub issue: https://github.com/open-webui/open-webui/issues/11279
2025-03-06 08:19:20.100 | INFO | open_webui.routers.retrieval:save_docs_to_vector_db:854 - collection 08ef5cae-3755-4bfa-8a23-2fe37afbf8d1 already exists - {}
2025-03-06 08:19:20.100 | INFO | open_webui.routers.retrieval:save_docs_to_vector_db:865 - adding to collection 08ef5cae-3755-4bfa-8a23-2fe37afbf8d1 - {}
2025-03-06 08:19:39.072 | ERROR | open_webui.routers.retrieval:save_docs_to_vector_db:904 - Embedding dimension 768 does not match collection dimensionality 384 - {}
after upgrading openwebui to 0.5.20,
i am using ollma embedding model ： nomic-embed-text
any one know what should i config so that they are compatibal?
@rgaricano commented on GitHub (Mar 6, 2025):
the problem seem to be because you change the embedding model.
Each embedd model save info with a specific vector space, if model is changed probably it can't read this info.
If you remember what model was before change it, or if not you must to reset the vector storage database (at bottom of the same setting page)
(if you don't remember and you want to try, i think that all-minilm-l6 have 384 dimension, try with this model:
sentence-transformers/all-MiniLM-L6-v2)@j820301 commented on GitHub (Mar 7, 2025):
This is a problem I once encountered, and I got an effective solution. Please refer to it
If you update your embedding model you should reset/delete your existing knowledge.
#10153