Update examples/utils/embeddings_utils.py to API V1

[gaborcselle]

The file examples/utils/embeddings_utils.py needs to be updated to API V1. A number of related .ipynb notebooks are failing with depracation errors.

FIX: I have drafted a PR: embeddings_utils_v1_fixes.diff to fix this issue.

Identify the file to be fixed

• examples/utils/embeddings_utils.py and related .ipynb notebooks such as
• examples/Classification_using_embeddings.ipynb,
• examples/Zero-shot_classification_with_embeddings.ipynb
• ... and many others

Describe the problem
The embeddings_utils.py file has not been updated to API V1 which causes a number of errors:

1. Uses a* methods such as acreate
2. Doesn't use new names, e.g. openai.Embedding.create() -> client.embeddings.create()
3. Uses engine keyword in function calls when it should use model

This causes a number of the example .ipynb notebooks to fail as well.

Describe a solution

1. Update embeddings_utils.py to API V1 per the migration guide.
2. Update related Python notebooks in the /examples/ directory.3.

Additional context
I'd like push this diff as a PR: embeddings_utils_v1_fixes.diff.

This diff includes updates for embeddings_utils.py and related .ipynb notebooks. I have manually tested all related .ipynb notebooks that import embeddings_utils.py and confirm that they work with API version 1.2.3.

[simonpfish]

Hi @gaborcselle! Thank you for flagging and fixing. You can open a PR by forking the repository.

@jhills20 for visibility

[gaborcselle]

Great, working on that. PR coming shortly.

[gaborcselle]

PR is up, thanks @simonpfish and @jhills20!

[beshr-sab23]

Hi!
I am getting an error when try to use utils.embeddings_utils
from utils.embeddings_utils import get_embedding
error: ModuleNotFoundError: No module named 'utils.embeddings_utils'

In Colab, I've ran !pip install --upgrade openai and !pip install utils

Does anyone know how to solve this error. Thanks

[danthedanman]

Hi! I am getting an error when try to use utils.embeddings_utils from utils.embeddings_utils import get_embedding error: ModuleNotFoundError: No module named 'utils.embeddings_utils'

In Colab, I've ran !pip install --upgrade openai and !pip install utils

Does anyone know how to solve this error. Thanks

I am seeing the same error.

[beshr-sab23]

Hi! I am getting an error when try to use utils.embeddings_utils from utils.embeddings_utils import get_embedding error: ModuleNotFoundError: No module named 'utils.embeddings_utils'
In Colab, I've ran !pip install --upgrade openai and !pip install utils
Does anyone know how to solve this error. Thanks

I am seeing the same error.

Use this instead:
def get_embedding(text, model="text-embedding-ada-002"):
text = text.replace("\n", " ")
return client.embeddings.create(input = [text], model=model).data[0].embedding

resouces: https://platform.openai.com/docs/guides/embeddings/use-cases

[gaborcselle]

Thanks @beshr-sab23 and @danthedanman for flagging, I'll take a look at this tomorrow.

[gaborcselle]

@beshr-sab23 what directory is the file in that you are calling from utils.embeddings_utils import get_embedding from? that import statement will only work for .ipynb and .py files located in the /examples directory of the repo.

I just re-tested the import statement locally, with a current version of the repo's main branch, and works fine.

Thanks and let me know! Gabor