I think it works better if query is a larger chunk of text. Like, if you have an email from a customer and want to compose a response based on some relevant documentation, it should work well.
But for a use case where you want to retrieve something from browsing history you would mainly use a short search query, just few words. in this case embeddings are too ambiguous and relevance of retrieved content is not great.
