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@unbias
the difference in embedding model size for search, big vs small, is that SMALL EMBEDDINGS might miss details like 'preying mantis' as a bug or insect. BIG EMBEDDINGS have a better chance of catching those details, making searches more accurate. OPENAI's text-embedding-3-small (1536 dimensions) is $0.02/1M TOKENS, and text-embedding-3-large (4096 dimensions) is $0.13/1M TOKENS
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