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Error:Unable to import module 'lambda_function': No module named 'openai'"

0

I created a lambda function calling openai gpt mode. I added an openai layer to the function. In creating the zip file for the layer, I created a virtual environment first, installed the openai 0.27.0 version, and then zipped all content under the site_packages folder. After creating a layer using the zip file, the function test gave me the error message in the title. Not sure where I did wrong. Appreciate your insights in advance!

Below lists the details of the lambda function:

run time: python 3.11 partial snippet of the lambda function: import json import os import boto3 from openai import OpenAI

client=OpenAI()

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サーバーレスAWS Lambda
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Lin
質問済み 4ヶ月前290ビュー
4回答
2

I'd suggest you to follow this process and comment here, how it goes for you:

  1. Create openai layer by following this re:Post Knowledge Center Article How can I create a layer for my Lambda Python function?. Payload for the lambda function to create openai layer would be as below:

           {
         "dependencies": {
           "openai": "== 0.27.0"
         },
         "layer": {
           "name": "openai-lambda-layer",
           "description": "this layer contains requests, operations libraries",
           "compatible-runtimes": [
             "python3.11"
           ],
           "license-info": "MIT"
         }
       }

  2. With the above payload, run the lambda function, which would create layer.

Enter image description here

  1. Now layer is created and you can use it in your own lambda function, where you wanted to use openai module. Just go to your lambda function -> code -> Scroll down -> Add a layer -> Add newly created openai layer

Enter image description here

  1. Once you add the layer, you can use this module in your lambda function code as I did below(no error reporting that openai module not found):

Enter image description here

Enter image description here

Comment here if you have additional questions, happy to help.

Abhishek

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エキスパート
secondabhi_aws
回答済み 4ヶ月前
1
承認された回答

Terrific! I was able to get rid of the import error. You rock, Abhishek !

I still couldn't execute the function, though. I got another error message: can't imprt name 'OpenAI' from 'openai' (/opt/python/openai/init.py)". Any advice on how I could fix this issue would be great, Abhishek!

Lin

Lin
回答済み 4ヶ月前
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エキスパート
Oleksii Bebych
レビュー済み 2ヶ月前
0

I did some exploration, and found that if I didn't import OpenAI from openai, the function was fine. Guess it might be an issue between openai and python. I will keep investigating. However, if you have any suggestions, I am all ears.

Lin
回答済み 4ヶ月前
  • secondabhi_aws エキスパート
    4ヶ月前

    Hi Lin, I'm not sure, how did I miss the link in my original answer, hence edited it and provided you the link for the process to create layer. To your second question about the error: "can't imprt name 'OpenAI' from 'openai' (/opt/python/openai/init.py)". I'd suggest you to create a new layer with latest version of openai, payload to create the layer with latest version of openai, would look like as below:

       {
     "dependencies": {
       "openai": "latest"
     },
     "layer": {
       "name": "openai-lambda-layer",
       "description": "this layer contains requests, operations libraries",
       "compatible-runtimes": [
         "python3.11"
       ],
       "license-info": "MIT"
     }
   }

    Then add this layer to your function and see how it goes.

0

It worked, Abhishek! Appreciate your prompt advice!

Lin

Lin
回答済み 4ヶ月前
  • secondabhi_aws エキスパート
    3ヶ月前

    Glad it worked. For community's better experience, it'd be great if you could mark the first answer as accepted one like you did at first place. Thanks.

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