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[GH-ISSUE #1107] [BUG]: Ollama embedding encountered no error messages, but the resulting number of vectors is 0. #682

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opened 2026-02-22 18:20:49 -05:00 by yindo · 3 comments
yindo commented 2026-02-22 18:20:49 -05:00
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Originally created by @FrankTseng168 on GitHub (Apr 15, 2024).
Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/1107

How are you running AnythingLLM?

Docker (local)

What happened?

image
image
image

Are there known steps to reproduce?

the LLM Providers using Ollama is fine, when the Embedding Providers using Ollama generates o vectors. On the other side, the Embedding Providers using OpenAI generates 17 vectors.
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Originally created by @FrankTseng168 on GitHub (Apr 15, 2024). Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/1107 ### How are you running AnythingLLM? Docker (local) ### What happened? ![image](https://github.com/Mintplex-Labs/anything-llm/assets/41764310/b8e82ab5-bdc8-4847-9a1c-adca1bcb2ef5) ![image](https://github.com/Mintplex-Labs/anything-llm/assets/41764310/176bee50-3cb3-4345-8f52-fd85b5e64926) ![image](https://github.com/Mintplex-Labs/anything-llm/assets/41764310/b00f32a4-2c7f-4ccb-ac92-ca799a0a8af0) ### Are there known steps to reproduce? the LLM Providers using Ollama is fine, when the Embedding Providers using Ollama generates o vectors. On the other side, the Embedding Providers using OpenAI generates 17 vectors. ![image](https://github.com/Mintplex-Labs/anything-llm/assets/41764310/41efb72c-98ed-4922-a3be-08ea876f2a28) ![image](https://github.com/Mintplex-Labs/anything-llm/assets/41764310/839f3f22-d02b-4108-8254-31b47fff9ce6)
yindo added the needs info / can't replicate label 2026-02-22 18:20:49 -05:00
yindo closed this issue 2026-02-22 18:20:49 -05:00
yindo commented 2026-02-22 18:20:49 -05:00
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@timothycarambat commented on GitHub (Apr 15, 2024):

Unable to replicate:

  • On latest ollama
  • ollama pull mxbai-embed-large
    Set up connection
    Screenshot 2024-04-15 at 10 23 48 AM

Embed new document:
Screenshot 2024-04-15 at 10 24 52 AM

Screenshot 2024-04-15 at 10 25 03 AM
@timothycarambat commented on GitHub (Apr 15, 2024): Unable to replicate: - On latest ollama - `ollama pull mxbai-embed-large` Set up connection <img width="1160" alt="Screenshot 2024-04-15 at 10 23 48 AM" src="https://github.com/Mintplex-Labs/anything-llm/assets/16845892/e028c353-7da0-481d-a1df-58b0f48b2aa0"> Embed new document: <img width="1326" alt="Screenshot 2024-04-15 at 10 24 52 AM" src="https://github.com/Mintplex-Labs/anything-llm/assets/16845892/17ecd535-7d12-4d70-b499-a1a32f7f616f"> <img width="838" alt="Screenshot 2024-04-15 at 10 25 03 AM" src="https://github.com/Mintplex-Labs/anything-llm/assets/16845892/82442a1a-5b4c-4867-93ee-08d7615fa53c">
yindo commented 2026-02-22 18:20:49 -05:00
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@timothycarambat commented on GitHub (Apr 15, 2024):

If you have a document having this issue right now, you can link it here so we can be sure it is not document related.

@timothycarambat commented on GitHub (Apr 15, 2024): If you have a document having this issue right now, you can link it here so we can be sure it is not document related.
yindo commented 2026-02-22 18:20:50 -05:00
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@FrankTseng168 commented on GitHub (Apr 16, 2024):

Thank you for your reply, this problem will be solved after updating anythingllm docker image.

@FrankTseng168 commented on GitHub (Apr 16, 2024): Thank you for your reply, this problem will be solved after updating anythingllm docker image.
yindo changed title from [BUG]: Ollama embedding encountered no error messages, but the resulting number of vectors is 0. to [GH-ISSUE #1107] [BUG]: Ollama embedding encountered no error messages, but the resulting number of vectors is 0. 2026-06-05 14:36:39 -04:00
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Reference: Mintplex-Labs/anything-llm#682
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