sample_text = """PGVector is an extension for PostgreSQL that adds vector similarity search capabilities. It supports multiple indexing methods, including IVFFlat, HNSW, and brute-force search.
In the context of machine learning, a "vector" is a numerical representation of data. Vectors are used to represent features or characteristics of data points in a structured way that can be processed ...
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