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.

This is the repository for the LinkedIn Learning course Advanced Python: Practical Database Examples. The full course is available from LinkedIn Learning. Looking for a hands-on opportunity to take ...