transform method handle a single document with provided embedidngs
#2043
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… transform function.
MaartenGr
reviewed
Jun 13, 2024
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| if len(documents) == 1 and isinstance(embeddings, np.ndarray) and embeddings.ndim == 1: | ||
| embeddings = embeddings.reshape(1,-1) |
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The embeddings that you can pass to .transform is typed as np.ndarray which is actually quite misleading (sorry!) as it can technically take the form of any iterable (but mostly just np.ndarray-like structures, such as a scipy sparse matrix). As such, doing something like embeddings.ndim == 1 might break here.
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This PR is as discussed here: #2018
I added some tests just for some sanity checks. Looking at what tests you have it seems you would'nt want them moving forward?