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colpali hotfix
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@ -104,12 +104,12 @@ class DocumentService:
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query_embedding_regular, k=10 * k if should_rerank else k, doc_ids=doc_ids
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query_embedding_regular, k=10 * k if should_rerank else k, doc_ids=doc_ids
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)
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)
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search_multi = use_colpali and self.colpali_vector_store and query_embedding_multivector is not None
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chunks_multivector = (
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chunks_multivector = (
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await self.colpali_vector_store.query_similar(
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await self.colpali_vector_store.query_similar(
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query_embedding_multivector, k=k, doc_ids=doc_ids
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query_embedding_multivector, k=k, doc_ids=doc_ids
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)
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) if search_multi else []
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if (use_colpali and self.colpali_vector_store and query_embedding_multivector)
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else []
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)
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)
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logger.info(f"Found {len(chunks)} similar chunks via regular embedding")
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logger.info(f"Found {len(chunks)} similar chunks via regular embedding")
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