Add embeddings

[dabdine]

Adds embeddings. Tested it locally with a client I have to ensure it works.

[dabdine]

This update looks good and complete. Have you considered writing any unit tests? It's good that you're using interfaces for dependencies to make it easier to mock things out for tests.

Andy W

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Yep, I'll add some tests.