Compiled slug size is too large (max is 500M) due to "sentence-transformers" in Heroku

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I am receiving this error while deploying my application on Heroku: error image

It is because I have added "sentence-transformers" to my applications requirements.txt file and If I don't install "sentence-transformers" the application is deployed successfully but it is not functional.

Is there any way I can use "sentence-transformers" semantic_search feature without hitting the slug size error?

Thank you!

I tried deploying an application with "sentence-transformers" on Heroku.

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