Update app.py
Browse files
app.py
CHANGED
@@ -305,7 +305,6 @@ def calculate_statistics(results, search_time, vector_store, num_tokens, embeddi
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query_embedding = embedding_model.embed_query(query)
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result_embeddings = [embedding_model.embed_query(doc.page_content) for doc in results]
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similarities = [np.inner(query_embedding, emb) for emb in result_embeddings]
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similarities = [np.inner(query_embedding, emb)[0] for emb in result_embeddings]
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rank_correlation, _ = spearmanr(similarities, range(len(similarities)))
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stats["rank_correlation"] = rank_correlation
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query_embedding = embedding_model.embed_query(query)
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result_embeddings = [embedding_model.embed_query(doc.page_content) for doc in results]
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similarities = [np.inner(query_embedding, emb) for emb in result_embeddings]
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rank_correlation, _ = spearmanr(similarities, range(len(similarities)))
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stats["rank_correlation"] = rank_correlation
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