[Bug]: Error Unspported Data Type when Embedding using Open Azure

[rendybjunior]

Is there an existing issue for the same bug?

• [X] I have checked the existing issues.

Branch name

main

Commit ID

main

Other environment information

Debian VM

Actual behavior

When embedding file, it is error. Why, because Open AI Azure base url is NOT really base url. It doesn't work unless you put the full URL for chat completion. Meanwhile OpenAI Azure has DIFFERENT url for each model and task and purpose.

Expected behavior

Embedding not error and success.

Steps to reproduce

Setup OpenAI Azure model, setup LLM and embedding BOTH to OpenAI Azure.
Go to Knowledge base, upload any file pdf, and see error Unsupported data type.

Additional information

No response

[KevinHuSh]

So, what kind of file you did you upload and what chunking method did you choose?

[rendybjunior]

So, what kind of file you did you upload and what chunking method did you choose?

I was uploading pdf file, I'm using default chunking method ("General").

I believe the root cause is the url path put in the setting. Azure OpenAI has different path and different model names for each usage. We can't put one url config for multiple purpose (LLM, Embedding, etc). It has to be one url per model as each has different "Deployment Name".

Since the configuration validate for chat completion, the embedding doesn't work.

[KevinHuSh]

Got it.