OpenAIEmbeddings Unsupported OpenAI-Version header provided: 2022-12-01

notedit commented 1 year ago

System Info

langchain-0.0.158 Python 3.11.2 macos

Who can help?

@hwchase17

Information

[ ] The official example notebooks/scripts
[X] My own modified scripts

Related Components

[ ] LLMs/Chat Models
[X] Embedding Models
[ ] Prompts / Prompt Templates / Prompt Selectors
[ ] Output Parsers
[ ] Document Loaders
[ ] Vector Stores / Retrievers
[ ] Memory
[ ] Agents / Agent Executors
[ ] Tools / Toolkits
[ ] Chains
[ ] Callbacks/Tracing
[ ] Async

Reproduction

from langchain.embeddings import OpenAIEmbeddings

import os

import openai

openai.debug = True
openai.log = 'debug'

os.environ["OPENAI_API_TYPE"] = "open_ai"

text = "This is a test query."

embeddings = OpenAIEmbeddings(
    model="text-embedding-ada-002",
)

query_result = embeddings.embed_query(text)
print(query_result)

Expected behavior

I got this error:


error_code=None error_message='Unsupported OpenAI-Version header provided: 2022-12-01. (HINT: you can provide any of the following supported versions: 2020-10-01, 2020-11-07. Alternatively, you can simply omit this header to use the default version associated with your account.)' error_param=headers:openai-version error_type=invalid_request_error message='OpenAI API error received' stream_error=False
Traceback (most recent call last):
  File "/Users/leeoxiang/Code/openai-play/hello_world/embeding.py", line 33, in <module>
    query_result = embeddings.embed_query(text)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/lib/python3.11/site-packages/langchain/embeddings/openai.py", line 280, in embed_query
    embedding = self._embedding_func(text, engine=self.deployment)
                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/lib/python3.11/site-packages/langchain/embeddings/openai.py", line 250, in _embedding_func
    return embed_with_retry(self, input=[text], engine=engine)["data"][0][
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/lib/python3.11/site-packages/langchain/embeddings/openai.py", line 63, in embed_with_retry
    return _embed_with_retry(**kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/lib/python3.11/site-packages/tenacity/__init__.py", line 289, in wrapped_f
    return self(f, *args, **kw)
           ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/lib/python3.11/site-packages/tenacity/__init__.py", line 379, in __call__
    do = self.iter(retry_state=retry_state)
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/lib/python3.11/site-packages/tenacity/__init__.py", line 314, in iter
    return fut.result()
           ^^^^^^^^^^^^
  File "/opt/homebrew/Cellar/python@3.11/3.11.2_1/Frameworks/Python.framework/Versions/3.11/lib/python3.11/concurrent/futures/_base.py", line 449, in result
    return self.__get_result()
           ^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Cellar/python@3.11/3.11.2_1/Frameworks/Python.framework/Versions/3.11/lib/python3.11/concurrent/futures/_base.py", line 401, in __get_result
    raise self._exception

hycao commented 1 year ago

I got same error when i upgrade langchain = 0.0.158

openai.error.InvalidRequestError: Unsupported OpenAI-Version header provided: 2022-12-01. 
(HINT: you can provide any of the following supported versions: 2020-10-01, 2020-11-07.
 Alternatively, you can simply omit this header to use the default version associated with your account.)

I find a commit https://github.com/hwchase17/langchain/pull/3942/commits/e2e05235ddf60dafe949c523c9f5d42ff589d098 to add this line to langchain to support for Azure OpenAI Service custom endpoint openai_api_version: str = "2022-12-01"

maybe, this is only support for Azure OpenAI Service.

I add version when i init OpenAIEmbeddings : OpenAIEmbeddings(openai_api_version='2020-11-07')

or, can set openai_api_version in env.

goldengrape commented 1 year ago

I had the same problem when I deployed on streamlit, then I restricted langchain == 0.0.157 and added in the code

openai.api_version = '2020-11-07' 
os.environ["OPENAI_API_VERSION"] = '2020-11-07'

But it doesn't solve the problem

goldengrape commented 1 year ago

Here is a temporary solution: placing openai.api_version = '2020-11-07' just before openai.ChatCompletion.create

like this:

    messages = [{"role": "user", "content": prompt}]
    openai.api_version = '2020-11-07' 
    response = openai.ChatCompletion.create(
        model=model,
        messages=messages, # temperature=temperature, # this is the model,
        temperature=temperature,
    )

dosubot[bot] commented 1 year ago

Hi, @notedit! I'm Dosu, and I'm helping the LangChain team manage their backlog. I wanted to let you know that we are marking this issue as stale.

From what I understand, the issue you reported is related to the OpenAIEmbeddings script throwing an error due to an unsupported OpenAI-Version header provided. Users have tried different solutions such as downgrading the langchain version or setting the openai_api_version in the code or environment variables, but these solutions did not solve the problem. However, a temporary solution suggested by a user is to place openai.api_version = '2020-11-07' just before openai.ChatCompletion.create in the code, which seems to have resolved the error caused by the unsupported OpenAI-Version header.

Before we close this issue, we wanted to check with you if it is still relevant to the latest version of the LangChain repository. If it is, please let us know by commenting on the issue. Otherwise, feel free to close the issue yourself, or it will be automatically closed in 7 days. Thank you!

langchain-ai / langchain