James Thompson

This PR is as discussed here: https://github.com/MaartenGr/BERTopic/issues/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?

Guided topic model with pre embedded `seed_topic_list`

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_This issues follows is about a similar problem addressed in #2014. I can update and merge_ I would like to run a guided topic model with a embedding model that...

Zero shot topic model with pre embedded zero shot topics

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_Preface, I have tried to read through the current issues. I dont think that any issues raises what I am wanting. Issues like this https://github.com/MaartenGr/BERTopic/issues/2011 sound promising but is talking...

`transform` method not handling single embeddings or strings given to it.

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**Issue** Currently the `transform` method of the `BERTopic` has to recieve a list of strings as the documents and if embeddings are present then it needs to be a 2darray...

results of `transform` is differnet from merged topic model `get_topic_info()` output

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_Edit: I have surprisingly missed both the `topics_` atrribute and the `get_document_info()` method. My question is changed a little bit and I am now wondering why the transform is different...

Testing Auth with PyTest

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Firstly thanks for your project, it is making it much easier to setup a login then doing it through MSAL. I am new to working with AZURE and trying to...