Task Description (Required)

Currently there is a run time error when running RAG template on the RHOAI workspace because the Notebook image that we use image-registry.openshift-image-registry.svc:5000/redhat-ods-applications/s2i-minimal-notebook:2024.1 uses an older version of sqlite3.

The Chroma DB which the RAG templates use, requires a more up to date sqlite3 version.

If this requires Change Management, complete sections below: 

Change Request 

Get a newer image to run the Notebook, so that there is an updated sqlite3 version. Or, figure out how to update the sqlite3 tool on the same image. Other options inclide to create a custom image with the update sqlite3 https://medium.com/@jishikaw/how-to-create-custom-notebook-images-on-red-hat-openshift-data-science-f9cfd4cfec7e 

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[ ]  Prod

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