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@@ -33,7 +33,7 @@ Or check out some examples:
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-[Hybrid search](https://github.com/pgvector/pgvector-python/blob/master/examples/hybrid_search/cross_encoder.py) with SentenceTransformers (cross-encoder)
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-[Sparse search](https://github.com/pgvector/pgvector-python/blob/master/examples/sparse_search/example.py) with Transformers
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-[Late interaction search](https://github.com/pgvector/pgvector-python/blob/master/examples/colbert/exact.py) with ColBERT
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-[Document retrieval](https://github.com/pgvector/pgvector-python/blob/master/examples/colpali/exact.py) with ColPali
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-[Visual document retrieval](https://github.com/pgvector/pgvector-python/blob/master/examples/colpali/exact.py) with ColPali
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-[Image search](https://github.com/pgvector/pgvector-python/blob/master/examples/image_search/example.py) with PyTorch
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-[Image search](https://github.com/pgvector/pgvector-python/blob/master/examples/imagehash/example.py) with perceptual hashing
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-[Morgan fingerprints](https://github.com/pgvector/pgvector-python/blob/master/examples/rdkit/example.py) with RDKit
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