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did some modifications including saving the embedings and some PE

Run with generate and save embeddings

python3 localrag.py --model llama3.2 --embedding-model mxbai-embed-large --device cpu --save-embeddings --embedding-file embeddings.pt

Run with existing embeddings:

python3 localrag.py --model llama3.2 --embedding-model mxbai-embed-large --device cpu --use-cache --embedding-file embeddings.pt

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