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I have removed the hardcoded part for the all-mpnet-base-v2 and substituted it with a separate EMBEDDINGS_PATH variable. Now the user is able to pre-download the embeddings (similarly to the recomended way with all-mpnet-base-v2) and also leave it to sentence-transformers without needing to touch vectorstore/base.py