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[Sparkth] RAG Memory Consumption #274

@MahnoorArbisoft

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@MahnoorArbisoft

RAG is not working correctly on sandbox, the container gets OOM killed then goes into CrashLoopBackOff due to insufficient resources

These are the resources for the frontend container in our sparkth hemlrelease.yml.

resources:
limits:
cpu: 1
memory: 1Gi

So we need to run some local tests and figure out how much memory would be sufficient

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