Problem with initializing AzureOpenAIEmbeddings()

Question

I get the following error:

ValidationError Traceback (most recent call last) Cell In[31], line 1 ----> 1 embeddings = AzureOpenAIEmbeddings( 2 azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"], 3 azure_deployment="text_embedding" 4 )

File ~/Projects/pia_project/venv/lib/python3.9/site-packages/pydantic/v1/main.py:341, in BaseModel.init(pydantic_self, **data) 339 values, fields_set, validation_error = validate_model(pydantic_self.class, data) 340 if validation_error: --> 341 raise validation_error 342 try: 343 object_setattr(pydantic_self, 'dict', values)

ValidationError: 1 validation error for AzureOpenAIEmbeddings root As of openai>=1.0.0, Azure endpoints should be specified via the azure_endpoint param not openai_api_base (or alias base_url). (type=value_error)

Eventhough, executing the following Code

from langchain_openai import AzureOpenAIEmbeddings, OpenAIEmbeddings
embeddings = AzureOpenAIEmbeddings(
azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"],
azure_deployment="text_embedding"

)

The strange thing here is that I use the azure_endpoint parameter, but I still get the error. I have access to the OpenAi embedding model via Azure that's why I'm using it this way. How do I solve this issue?

My packages are: openai 1.12.0 langchain 0.1.8 langchain-openai 0.0.6

i think you have given base_url parameter. Recheck the code once again. — Jaya Shankar G S
– Jaya Shankar G S, Commented Feb 20, 2024 at 12:19
What's the environment that your code is running. Is it vscode? — Jaya Shankar G S
– Jaya Shankar G S, Commented Feb 20, 2024 at 13:57

Palash Mondal · Accepted Answer · 2024-09-06 12:25:39Z

0

That error is all about your langchain version problem. Upgread few things -

pip install --upgrade langchain-openai --user
pip install langchain-core==0.1.46

Again, that issue is related to version compatibility, check accordingly.

answered Sep 6, 2024 at 12:25

Palash Mondal

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NotTheDr01ds · Accepted Answer · 2024-03-28 05:38:08Z

-1

I am having the same issue, and found the answer in this question

Snapshot of the answer from the link:

I think you have configured the OPENAI_API_BASE environment variable. It's value will be automatically taken for openai_api_base. And that's what the error message(marked in bold) trying to say.

edited Mar 28, 2024 at 5:38

NotTheDr01ds

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answered Mar 28, 2024 at 2:28

Sarah

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