Error when importing embeddings_utils

[LinuxIsCool]

Describe the bug

ImportError: cannot import name 'ARRAY_FUNCTIONS' from 'numpy.core.overrides' (/home/ygg/.cache/pypoetry/virtualenvs/stakeholderstudy-shsA1FjX-py3.10/lib/python3.10/site-packages/numpy/core/overrides.py)

openai==0.27.8                                                                                                                             
numpy==1.25.0

To Reproduce

poetry add openai

from openai import embeddings_utils

Code snippets

No response

OS

Pop!_OS 22.04 LTS x86_64

Python version

Python 3.10.6

Library version

openai==0.27.8

[RobertCraigie]

FYI in our upcoming v1 beta we're moving away from providing the embeddings_utils module directly and instead will be providing snippets in the OpenAI cookbook that you can copy-paste into your own projects so you can pick and choose what dependencies you want instead of having to install all of these dependencies through the embeddings extra:

scikit-learn >= 1.0.2
tenacity >= 8.0.1
matplotlib
plotly
numpy
scipy
pandas >= 1.2.3
pandas-stubs >= 1.1.0.11
openpyxl >= 3.0.7

[gkatsanos]

@RobertCraigie I'm not sure how this is fixed : https://cookbook.openai.com/examples/get_embeddings_from_dataset is linked quite prominently in https://platform.openai.com/docs/guides/embeddings/use-cases and needs to be updated or obsoleted.. spent probably a good 2-3 hours trying to figure out what I'm doing wrong :( (and still haven't figured out what)
Can you at least add a warning that this example won't work unless you use an older version of the openAI library or something.

[RobertCraigie]

The import that is failing is not attempting to import this library, you need to copy the utils file into your local project. https://github.com/openai/openai-cookbook/blob/main/examples/utils/embeddings_utils.py

[gkatsanos]

thank you , but I think I'm more confused than when I started :-)

[RobertCraigie]

sorry, you need to copy and paste that file somewhere locally, ideally you'd put it in utils/embeddings_utils.py and also add utils/__init__.py. Does that make sense?

[gkatsanos]

thank you Robert - I also realized there's a 'open on github' button that basically has the entire Jupyter Notebook available :) I guess need to find an accompanying book, a course or something similar that gives a little more context to what's happenng.

[gkatsanos]

@RobertCraigie quick thing; the https://github.com/openai/openai-cookbook/blob/main/examples/Get_embeddings_from_dataset.ipynb uses engine as a parameter for get_embedding but I think model is the new name of this argument https://platform.openai.com/docs/guides/embeddings/what-are-embeddings right?

[rattrayalex]

@gkatsanos for help related to the cookbook, please ping on the cookbook repo, or in the OpenAI Discord server!

[gkatsanos]

Will do! Thank you!