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[benchmarks] Retrieval benchmark suite — recall@K vs Pinecone, Weaviate, pgvector#36

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[benchmarks] Retrieval benchmark suite — recall@K vs Pinecone, Weaviate, pgvector#36
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Add retrieval benchmark suite (closes #24)

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