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[GH-ISSUE #1462] [BUG]: openai embedding does not work #936

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opened 2026-02-22 18:22:16 -05:00 by yindo · 2 comments
yindo commented 2026-02-22 18:22:16 -05:00
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Originally created by @YuchenGUOGYC on GitHub (May 20, 2024).
Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/1462

How are you running AnythingLLM?

AnythingLLM desktop app

What happened?

After I set up the Openai text-embedding-ada-002 as Embedding Provider,
image
then I upload a PDF into the workshop, then I save and embed.
then I ask what is the context in the pdf, it return error like below:
image
it seem local lanceDB does not support the openai embedding?

Are there known steps to reproduce?

No response

Originally created by @YuchenGUOGYC on GitHub (May 20, 2024). Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/1462 ### How are you running AnythingLLM? AnythingLLM desktop app ### What happened? After I set up the Openai text-embedding-ada-002 as Embedding Provider, ![image](https://github.com/Mintplex-Labs/anything-llm/assets/42795847/19bc711d-36d0-4edd-97bb-61b4126d676b) then I upload a PDF into the workshop, then I save and embed. then I ask what is the context in the pdf, it return error like below: ![image](https://github.com/Mintplex-Labs/anything-llm/assets/42795847/bc719d28-6887-475d-8a39-59352da499e4) it seem local lanceDB does not support the openai embedding? ### Are there known steps to reproduce? _No response_
yindo added the possible bug label 2026-02-22 18:22:16 -05:00
yindo closed this issue 2026-02-22 18:22:16 -05:00
yindo commented 2026-02-22 18:22:16 -05:00
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@timothycarambat commented on GitHub (May 20, 2024):

This is not a bug, this occurs when the following occurs:

  • You create a workspace
  • Embed a document with native embedder into the workspace (creates vector table with 384 dimensions)
  • You remove document from workspace, change embedder, and upload new document with new embedder (1536 dimensions)
  • This upsert is successfully, but now the table schema and the embedded dimensions do not match and LanceDB does not error on this
  • You send a chat, which is embed searched with the same new embedder, and now the column is unknown.

Solution: Go to workspace settings -> Vector Database -> Reset Vector database
Re-embed document and it will be OK

@timothycarambat commented on GitHub (May 20, 2024): This is not a bug, this occurs when the following occurs: - You create a workspace - Embed a document with native embedder into the workspace (creates vector table with 384 dimensions) - You remove document from workspace, change embedder, and upload new document with new embedder (1536 dimensions) - This upsert is successfully, but now the table schema and the embedded dimensions do not match and LanceDB does not error on this - You send a chat, which is embed searched with the same new embedder, and now the column is unknown. Solution: Go to workspace settings -> Vector Database -> Reset Vector database Re-embed document and it will be OK
yindo commented 2026-02-22 18:22:16 -05:00
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@YuchenGUOGYC commented on GitHub (May 20, 2024):

thanks for the help, it works this time!

@YuchenGUOGYC commented on GitHub (May 20, 2024): thanks for the help, it works this time!
yindo changed title from [BUG]: openai embedding does not work to [GH-ISSUE #1462] [BUG]: openai embedding does not work 2026-06-05 14:38:01 -04:00
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Reference: Mintplex-Labs/anything-llm#936
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