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By default the`pgml.rank()` function will return and rank all of the documents. The function can be configured to only return the relevance score and index of the top k documents by setting`return_documents` to`false` and`top_k` to the number of documents you want returned.
We currently support cross-encoders for re-ranking. Check out[Sentence Transformer's documentation](https://sbert.net/examples/applications/cross-encoder/README.html) for more information on how cross-encoders work.
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By default we provide the following ranking models: