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Missing 'nvgpu' package #6

Description

@StrangeParadise

Due to a recent PR of the referenced image 'pytorch-inference:1.12.0-gpu-py38'[1] that is used in the 'blogs/rag/data_ingestion_to_vectordb.ipynb' is missing the 'nvgpu' package which customer will run into 'ModuleNotFoundError: No module named 'nvgpu''. Please update the samples accordingly to address this issue.

Reference:
[1] aws/deep-learning-containers#2975

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