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(sentenceBERT) Why 'Doc2Vec object doesn't have 'encode' attribute and the associated solution

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I am studying sentence embedding through Purva Huilgol’s article.
However, an error occurred while encoding the sentence in the content of the sentenceBERT.
The error is as follows: ‘Doc2Vec object has no attribute ‘encode’
If anyone knows the solution to this error, please reply.

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