castorini / pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

Home Page:http://pyserini.io/

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Will different searcher and document_searcher affect the search results?

Luoyang144 opened this issue · comments

Hello, here is my code:

encoder = DprQueryEncoder('xxx/DPR_model')
dpr_tokenizer = DPRQuestionEncoderTokenizer.from_pretrained('xxx/DPR_model')
searcher = FaissSearcher('/wiki_index_data/dindex-wikipedia-dpr_single_nq-bf-20200115-cd5034', encoder)

doc_searcher = LuceneSearcher('index-wikipedia-dpr-20210120-d1b9e6')

I use different source in searcher and doc_searcher, will it cause error when I use it to retrieval documents?