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Update app.py
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app.py
CHANGED
@@ -65,7 +65,7 @@ with open(embedding_cache_path, "rb") as fIn:
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# This function will search all wikipedia articles for passages that
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# answer the query
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def search(query):
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st.
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##### Sematic Search #####
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# Encode the query using the bi-encoder and find potentially relevant passages
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query_embedding = bi_encoder.encode(query, convert_to_tensor=True)
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@@ -82,18 +82,18 @@ def search(query):
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hits[idx]['cross-score'] = cross_scores[idx]
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# Output of top-10 hits from bi-encoder
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hits = sorted(hits, key=lambda x: x['score'], reverse=True)
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for hit in hits[0:10]:
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# Output of top-10 hits from re-ranker
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hits = sorted(hits, key=lambda x: x['cross-score'], reverse=True)
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for hit in hits[0:10]:
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st.write("## Results:")
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if st.button('Generate Sentence'):
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# This function will search all wikipedia articles for passages that
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# answer the query
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def search(query):
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st.write("Input question:", query)
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##### Sematic Search #####
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# Encode the query using the bi-encoder and find potentially relevant passages
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query_embedding = bi_encoder.encode(query, convert_to_tensor=True)
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hits[idx]['cross-score'] = cross_scores[idx]
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# Output of top-10 hits from bi-encoder
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st.write("\n-------------------------\n")
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st.write("Top-10 Bi-Encoder Retrieval hits")
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hits = sorted(hits, key=lambda x: x['score'], reverse=True)
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for hit in hits[0:10]:
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st.write("\t{:.3f}\t{}".format(hit['score'], passages[hit['corpus_id']].replace("\n", " ")))
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# Output of top-10 hits from re-ranker
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st.write("\n-------------------------\n")
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st.write("Top-10 Cross-Encoder Re-ranker hits")
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hits = sorted(hits, key=lambda x: x['cross-score'], reverse=True)
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for hit in hits[0:10]:
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st.write("\t{:.3f}\t{}".format(hit['cross-score'], passages[hit['corpus_id']].replace("\n", " ")))
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st.write("## Results:")
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if st.button('Generate Sentence'):
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