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AWS lambda "Unable to import module 'lambda_function': No module named >'pydantic_core._pydantic_core'" using langchain and lambda layers

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Context

I have a lambda with the following handler function:

import jsonfrom langchain_community.llms import ollamadef lambda_handler(event, context):    return {'statusCode': 200,'body': json.dumps('Hello from LLM Lambda!')    }

I have a .venv active and ran pip install langchain and then running pip list on my local I get:

aiohttp             3.9.1aiosignal           1.3.1annotated-types     0.6.0anyio               4.2.0async-timeout       4.0.3attrs               23.2.0certifi             2023.11.17charset-normalizer  3.3.2dataclasses-json    0.6.3exceptiongroup      1.2.0frozenlist          1.4.1greenlet            3.0.3idna                3.6jsonpatch           1.33jsonpointer         2.4langchain           0.1.3langchain-community 0.0.15langchain-core      0.1.15langsmith           0.0.83marshmallow         3.20.2multidict           6.0.4mypy-extensions     1.0.0numpy               1.26.3packaging           23.2pip                 23.3.2pydantic            2.5.3pydantic_core       2.14.6PyYAML              6.0.1requests            2.31.0setuptools          58.0.4sniffio             1.3.0SQLAlchemy          2.0.25tenacity            8.2.3typing_extensions   4.9.0typing-inspect      0.9.0urllib3             2.1.0yarl                1.9.4

As you can see the package pydantic_core is present.

From .venv/lib/python3.9/sites-packages I'm copiyng, renaming and zipping site-packages into python.zip then uploading it to an S3 bucket.

I then create a lambda layer with the following configs and referencing the mentioned zip file S3 object url like this https://bucketname.s3.us-east-2.amazonaws.com/lib/python.zip

enter image description here

THE PROBLEM

Is that the lambda function is currently crashing with the following error message:

{"errorMessage": "Unable to import module 'lambda_function': No module named 'pydantic_core._pydantic_core'","errorType": "Runtime.ImportModuleError","requestId": "7b2bba93-151f-4168-86fd-9ddad2d787fe","stackTrace": []}

Notes on what I have tried:

  • If I comment out the from langchain_community.llms import ollama line in the lambda source code it runs without problems.
  • I also tried uploading the zip file directly to the layer with the same result.
  • I did the whole same process but uploading and importing the requests package instead of langchain and the lambda ran successfully.
  • I'm using python 3.9 and installing packages for an x86_64 architecture.

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