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module 'openai' has no attribute 'error' #13368

Open ryanpeach opened 7 months ago

ryanpeach commented 7 months ago

System Info

openai==1.2.4 langchain==0.0.325 llama_index==0.8.69

Who can help?

@hwchase17 @agola11

Information

Related Components

Reproduction

/usr/local/lib/python3.10/site-packages/llama_index/indices/base.py:102: in from_documents
    return cls(
/usr/local/lib/python3.10/site-packages/llama_index/indices/vector_store/base.py:49: in __init__
    super().__init__(
/usr/local/lib/python3.10/site-packages/llama_index/indices/base.py:71: in __init__
    index_struct = self.build_index_from_nodes(nodes)
/usr/local/lib/python3.10/site-packages/llama_index/indices/vector_store/base.py:254: in build_index_from_nodes
    return self._build_index_from_nodes(nodes, **insert_kwargs)
/usr/local/lib/python3.10/site-packages/llama_index/indices/vector_store/base.py:235: in _build_index_from_nodes
    self._add_nodes_to_index(
/usr/local/lib/python3.10/site-packages/llama_index/indices/vector_store/base.py:188: in _add_nodes_to_index
    nodes = self._get_node_with_embedding(nodes, show_progress)
/usr/local/lib/python3.10/site-packages/llama_index/indices/vector_store/base.py:100: in _get_node_with_embedding
    id_to_embed_map = embed_nodes(
/usr/local/lib/python3.10/site-packages/llama_index/indices/utils.py:137: in embed_nodes
    new_embeddings = embed_model.get_text_embedding_batch(
/usr/local/lib/python3.10/site-packages/llama_index/embeddings/base.py:250: in get_text_embedding_batch
    embeddings = self._get_text_embeddings(cur_batch)
/usr/local/lib/python3.10/site-packages/llama_index/embeddings/langchain.py:82: in _get_text_embeddings
    return self._langchain_embedding.embed_documents(texts)
/usr/local/lib/python3.10/site-packages/langchain/embeddings/openai.py:490: in embed_documents
    return self._get_len_safe_embeddings(texts, engine=self.deployment)
/usr/local/lib/python3.10/site-packages/langchain/embeddings/openai.py:374: in _get_len_safe_embeddings
    response = embed_with_retry(
/usr/local/lib/python3.10/site-packages/langchain/embeddings/openai.py:100: in embed_with_retry
    retry_decorator = _create_retry_decorator(embeddings)
/usr/local/lib/python3.10/site-packages/langchain/embeddings/openai.py:47: in _create_retry_decorator
    retry_if_exception_type(openai.error.Timeout)
E   AttributeError: module 'openai' has no attribute 'error'

Expected behavior

I suppose it should run, I'll provide some reproducible code here in a minute.

dosubot[bot] commented 7 months ago

🤖

Hi @ryanpeach,

Great to see you again in our community! I appreciate the detailed information you've provided about the issue you're encountering with LangChain. I'm going to start looking into this for you and will get back to you with a more comprehensive answer soon.

dosubot[bot] commented 7 months ago

🤖

Based on the error message you're encountering, it seems like the 'openai' module in your environment does not have an attribute named 'error'. This issue could be due to an update in the 'openai' module where the 'error' attribute has been removed or renamed.

There have been similar issues reported in the LangChain repository, where the 'openai' module's update caused some attributes to be inaccessible. The suggested solution in these cases was to downgrade the 'openai' module to version 0.28.1 and LangChain to version 0.0.330. This can be done by running the following commands in the terminal:

pip install openai==0.28.1
pip install langchain==0.0.330

This solution has been confirmed to work by multiple users in the discussion of the issues #12956, #12967, and #12943.

However, please note that this is a temporary fix. The LangChain team is likely working on an update to support the latest version of the 'openai' module. Until then, using the previous 'openai' versions should work.

If downgrading the 'openai' module does not resolve the issue, it could be due to a naming conflict or an improper installation of the 'openai' module. Please ensure that there are no files or modules in your project that could conflict with 'openai' and that the 'openai' module is properly installed.

If the issue persists after trying these solutions, please provide more information about your environment and the steps you've taken so far. This will help in diagnosing the problem and finding a solution.

Sources

This response is meant to be useful and save you time. It is not meant to be a precise solution, but rather a starting point for your own research.

Help me be more useful! Please leave a 👍 if this is helpful and 👎 if it is irrelevant.

If you want to continue the conversation, start your reply with @dosu-bot.

ryanpeach commented 7 months ago

Very good summary @dosubot! I suspect this got missed by the rest of the team though. Its in the embeddings api which is less commonly used. I also can't downgrade, I need to stay current with llama_index, and the repo has the incentive to fix this.

dosubot[bot] commented 7 months ago

🤖

Based on the context provided, it seems that the issue you're encountering is related to changes in the OpenAI Python client. The AttributeError suggests that the 'openai' module is being used in a way that is not compatible with its current version.

The 'openai.error' attribute is not being used in the 'openai.py' file in the LangChain repository. The error might be occurring in another part of your code where the OpenAI module is being used.

You might want to check the usage of the OpenAI module in your code, especially any usage of 'openai.error', and compare it with the OpenAI Python client documentation to ensure it's being used correctly. If the issue persists, you might want to consider downgrading to an earlier version of the OpenAI Python client that is known to work with your current setup.

Also, ensure that the AzureOpenAI class is being used correctly, as it seems to be a custom class that interacts with the OpenAI API. Make sure that the 'openai' module is correctly imported and used within this class.

Here are the relevant sources for your reference:

As for the changes made in the OpenAI Python client version 1.2.4 that could potentially cause the 'openai' module to not have an attribute named 'error', I wasn't able to find specific information within the LangChain repository. You might want to check the OpenAI Python client's release notes or documentation for more details.

Please let me know if you need further assistance.

Sources

This response is meant to be useful and save you time. It is not meant to be a precise solution, but rather a starting point for your own research.

Help me be more useful! Please leave a 👍 if this is helpful and 👎 if it is irrelevant.

If you want to continue the conversation, start your reply with @dosu-bot.

ryanpeach commented 7 months ago

Been particularly hard to track down a minimal reproducible example in my codebase. I'll let this thread know tomorrow if I discover one.

EmiRoberti77 commented 7 months ago

Hello All, i had some problem and was reluctant to downgrade , so i tried first latest version available in case issue was fixed and problem seems to have been fixed on openai==1.3.0 langchain==0.0.335

DannyGsGit commented 7 months ago

This does not appear to be fixed as of: openai==1.3.6 langchain==0.0.343

The issue arises in Langchain's embeddings.openai in the retry chunk.

retry_if_exception_type(openai.error.Timeout) | retry_if_exception_type(openai.error.APIError) | retry_if_exception_type(openai.error.APIConnectionError) | retry_if_exception_type(openai.error.RateLimitError) | retry_if_exception_type(openai.error.ServiceUnavailableError)

As of version 1.0.0, openai package now follows the convention openai.Timeout, openai.RateLimitError, etc... with no .error.

zhifei92 commented 6 months ago

Same trouble

langchain 0.0.352 openai 1.6.1

  File "/home/zhangzhifei/.local/lib/python3.10/site-packages/langchain_community/embeddings/localai.py", line 45, in _create_retry_decorator
    retry_if_exception_type(openai.error.Timeout)
AttributeError: module 'openai' has no attribute 'error'

"Is this related to the Python version, and are there any other approaches to consider?"

PuTaTus commented 6 months ago

I am facing the same issue.

AttributeError Traceback (most recent call last)

in <cell line: 72>() 70 ] 71 ---> 72 answer = chain.run({"input" : query, "chat_history": history})

14 frames

/usr/local/lib/python3.10/dist-packages/langchain/chat_models/openai.py in _create_retry_decorator(self) 300 wait=wait_exponential(multiplier=1, min=min_seconds, max=max_seconds), 301 retry=( --> 302 retry_if_exception_type(openai.error.Timeout) 303 | retry_if_exception_type(openai.error.APIError) 304 | retry_if_exception_type(openai.error.APIConnectionError)

AttributeError: module 'openai' has no attribute 'error'

This is my dependencies: Flask==2.3.2 Flask-Bcrypt==1.0.1 Flask-Cors==4.0.0 flask-redis==0.4.0 Flask-Session==0.5.0 langchain==0.0.335 langchainplus-sdk==0.0.20 numpy==1.25.1 openai==1.3.0 pymongo==4.5.0 python-dateutil==2.8.2 python-dotenv==1.0.0 requests==2.31.0

s0l4r commented 6 months ago

Also in: 

langchain/chat_models/litellm.py", line 68, in _create_retry_decorator
    openai.error.Timeout,
    ^^^^^^^^^^^^

AttributeError: module 'openai' has no attribute 'error'

openai = "1.6.1" langchain = "0.0.325"

UPDATE

The fix is merged to master in my case. litellm.py

From

    import openai

    errors = [
        openai.error.Timeout,
        openai.error.APIError,
        openai.error.APIConnectionError,
        openai.error.RateLimitError,
        openai.error.ServiceUnavailableError,
    ]

To

    import litellm

    errors = [
        litellm.Timeout,
        litellm.APIError,
        litellm.APIConnectionError,
        litellm.RateLimitError,
    ]
fgabriel1891 commented 6 months ago

Hi. Same here. Ran into the following: 

AttributeError                            Traceback (most recent call last)
[<ipython-input-16-ae0cc414eeda>](https://localhost:8080/#) in <cell line: 5>()
      3 chat = ChatOpenAI(openai_api_key= OPENAI_API_KEY, temperature = 0, cache=None, verbose=False )
      4 
----> 5 print(chat(msgs_suggest_questions))
      6 # Pass your message to GPT.
      7 

6 frames
[/usr/local/lib/python3.10/dist-packages/langchain/chat_models/openai.py](https://localhost:8080/#) in _create_retry_decorator(llm, run_manager)
     75 
     76     errors = [
---> 77         openai.error.Timeout,
     78         openai.error.APIError,
     79         openai.error.APIConnectionError,

AttributeError: module 'openai' has no attribute 'error'
deniercounter commented 6 months ago

@fgabriel1891 Usually this comes if you dont import openai.

Correct way:

from langchain.chat_models import ChatOpenAI
import openai
Bk073 commented 5 months ago

Did anyone solve it?

ChristianSch commented 2 months ago

Same here with:

langchain                 0.1.16             pyhd8ed1ab_0    conda-forge
langchain-community       0.0.33             pyhd8ed1ab_0    conda-forge
langchain-core            0.1.43             pyhd8ed1ab_0    conda-forge
langchain-experimental    0.0.57             pyhd8ed1ab_0    conda-forge
langchain-openai          0.0.8              pyhd8ed1ab_0    conda-forge
langchain-text-splitters  0.0.1              pyhd8ed1ab_0    conda-forge
openai                    1.20.0             pyhd8ed1ab_0    conda-forge

using LocalAIEmbeddings

Masoud-Karami commented 1 month ago

Here the issue is running You can find some alternatives based on your project. In my case, this worked.