Repository: langchain
Issue: AttributeError: module 'openai' has no attribute 'error'
Labels: 🤖:bug,investigate

### Checked other resources

- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation with the integrated search.
- [X] I used the GitHub search to find a similar question and didn't find it.
- [X] I am sure that this is a bug in LangChain rather than my code.
- [X] The bug is not resolved by updating to the latest stable version of LangChain (or the specific integration package).

### Example Code

```python
from langchain_community.embeddings import LocalAIEmbeddings

embeddings = LocalAIEmbeddings(
	openai_api_base="http://localhost:1234",
	openai_api_key="test",
	model="text-embedding-ada-002",
)

import urllib
from langchain_postgres.vectorstores import PGVector

pg_vector_store = PGVector(
	embeddings=embeddings,
	collection_name="wiki",
	connection=f"postgresql+psycopg://CONNECTION",
	use_jsonb=True,
)

from langchain_core.documents import Document

if __name__ == "__main__":
	docs = get_list_of_documents() # code omitted, it reutrns list[Documents]
	pg_vector_store.add_documents(docs)
```


### Error Message and Stack Trace (if applicable)

```
Traceback (most recent call last):
  File "/mnt/path/to/test.py", line 38, in <module>
    pg_vector_store.add_documents(docs)
  File "/mnt/path/to/.venv/lib/python3.11/site-packages/langchain_core/vectorstores/base.py", line 287, in add_documents
    return self.add_texts(texts, metadatas, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/mnt/path/to/.venv/lib/python3.11/site-packages/langchain_postgres/vectorstores.py", line 885, in add_texts
    embeddings = self.embedding_function.embed_documents(texts_)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/mnt/path/to/.venv/lib/python3.11/site-packages/langchain_community/embeddings/localai.py", line 304, in embed_documents
    return [self._embedding_func(text, engine=self.deployment) for text in texts]
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/mnt/path/to/.venv/lib/python3.11/site-packages/langchain_community/embeddings/localai.py", line 304, in <listcomp>
    return [self._embedding_func(text, engine=self.deployment) for text in texts]
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/mnt/path/to/.venv/lib/python3.11/site-packages/langchain_community/embeddings/localai.py", line 269, in _embedding_func
    return embed_with_retry(
           ^^^^^^^^^^^^^^^^^
  File "/mnt/path/to/.venv/lib/python3.11/site-packages/langchain_community/embeddings/localai.py", line 102, in embed_with_retry
    retry_decorator = _create_retry_decorator(embeddings)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/mnt/path/to/.venv/lib/python3.11/site-packages/langchain_community/embeddings/localai.py", line 49, in _create_retry_decorator
    retry_if_exception_type(openai.error.Timeout)  # type: ignore[attr-defined]
                            ^^^^^^^^^^^^
AttributeError: module 'openai' has no attribute 'error'
```

### Description

I am trying do embed some documents with LocalAI and pgvector.

This error should not appear. I found some [issues](https://community.openai.com/t/attributeerror-module-openai-has-no-attribute-error/486676) about the same error message from last year, which was solved by downgrading packages.
But those versions are too old, so I don't feel comfortable downgrading them that far.

I am on WSL2 Debian on Windows 11.

EDIT:

Using `openai` directly with the same configuration, I got no problem connecting to my LocalAI instance.

### System Info

System Information
------------------
> OS:  Linux
> OS Version:  #1 SMP Tue Nov 5 00:21:55 UTC 2024
> Python Version:  3.11.2 (main, Sep 14 2024, 03:00:30) [GCC 12.2.0]

Package Information
-------------------
> langchain_core: 0.3.21
> langchain: 0.3.9
> langchain_community: 0.3.9
> langsmith: 0.1.147
> langchain_openai: 0.2.11
> langchain_postgres: 0.0.12
> langchain_text_splitters: 0.3.2

Optional packages not installed
-------------------------------
> langserve

Other Dependencies
------------------
> aiohttp: 3.11.9
> async-timeout: Installed. No version info available.
> dataclasses-json: 0.6.7
> httpx: 0.28.0
> httpx-sse: 0.4.0
> jsonpatch: 1.33
> langsmith-pyo3: Installed. No version info available.
> numpy: 1.26.4
> openai: 1.56.2
> orjson: 3.10.12
> packaging: 24.2
> pgvector: 0.2.5
> psycopg: 3.2.3
> psycopg-pool: 3.2.4
> pydantic: 2.10.3
> pydantic-settings: 2.6.1
> PyYAML: 6.0.2
> requests: 2.32.3
> requests-toolbelt: 1.0.0
> SQLAlchemy: 2.0.36
> sqlalchemy: 2.0.36
> tenacity: 9.0.0
> tiktoken: 0.8.0
> typing-extensions: 4.12.2