def query(self, keyword, limit):
vec_keyword = self.vec.transform([keyword])
cosine_sim = linear_kernel(vec_keyword, self.vec_train).flatten()
related_email_indices = cosine_sim.argsort()[:-limit:-1]
print(related_email_indices)
return related_email_indices
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