Trouble with OpenAI's Embedding feature: 'Embedding' not found in module

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1

Hey folks, I’m having a weird issue with the OpenAI library in Python. I’m trying to use the Embedding feature, but I keep getting an error. Here’s a simplified version of what I’m doing:

def get_text_vector(text, model='text-embedding-ada-002'):
    cleaned_text = text.encode('ASCII', errors='ignore').decode()
    result = openai.Embedding.create(input=cleaned_text, model=model)
    return result['data'][0]['embedding']

But when I run this, I get:

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

I’m using the latest openai package and Python 3.11.1. Any ideas what could be causing this? The function should work without any errors. Thanks in advance for any help!

2

I encountered a similar problem not long ago, and it turned out that the way I imported the OpenAI library was causing the issue. Make sure your import statement is correct at the very start of your script. For instance, you should import like this:

from openai import OpenAI

After that, remember to initialize the client:

client = OpenAI()

Now, you can use the embedding feature using:

result = client.embeddings.create(input=cleaned_text, model=model)

This recent API change has tripped up a few of us. If problems persist, verify that your OpenAI package is updated to the latest version.

3

I’ve been working with OpenAI’s API for a while now, and I can tell you that keeping up with their changes can be a bit of a challenge. The ‘Embedding’ issue you’re facing is definitely due to the recent API updates. Here’s what worked for me:

First, make sure you’re using the latest version of the OpenAI package. Then, modify your code to use the new client-based approach. It should look something like this:

from openai import OpenAI
client = OpenAI()

def get_text_vector(text, model=‘text-embedding-ada-002’):
cleaned_text = text.encode(‘ASCII’, errors=‘ignore’).decode()
result = client.embeddings.create(input=cleaned_text, model=model)
return result.data[0].embedding

This change resolved the ‘Embedding’ attribute error for me. Also, double-check that your API key is correctly set in your environment variables. If you’re still having trouble, the OpenAI documentation is pretty helpful for troubleshooting these kinds of issues.

4

It appears that you might be using an outdated version of the OpenAI library. The API has undergone significant changes recently, which could be causing your error. To address this, update your OpenAI package by running:

pip install --upgrade openai

Then, adjust your code as follows:

from openai import OpenAI
client = OpenAI()

def get_text_vector(text, model='text-embedding-ada-002'):
    cleaned_text = text.encode('ASCII', errors='ignore').decode()
    result = client.embeddings.create(input=cleaned_text, model=model)
    return result.data[0].embedding

This should resolve the ‘Embedding’ not found issue. If problems continue, please check your API key configuration and ensure you are using a compatible version of Python.

5

hey there! i ran into this same problem recently. turns out the openai library changed how you use it. try updating to the latest version with ‘pip install --upgrade openai’. then change ur code to use ‘client = OpenAI()’ and ‘client.embeddings.create()’ instead. that shoud fix it!