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OpenAI python package has a built in distances_from_embeddings function, that can be used to calculate cosine similarity or distance. javascript also has simila
by simtj 4y ago
OpenAI python package has a built in distances_from_embeddings function, that can be used to calculate cosine similarity or distance. javascript also has similar libs to do so.
From OpenAI Docs
"Which distance function should I use?
We recommend cosine similarity. The choice of distance function typically doesn’t matter much.
OpenAI embeddings are normalized to length 1, which means that:
Cosine similarity can be computed slightly faster using just a dot product
Cosine similarity and Euclidean distance will result in the identical rankings"
- andrewfromx 4y agothank you very much for all this info!