# Perform a near_text semantic search for documents
response = collection.query.near_text(
    query=search_query,  # Search query
    limit=3,                  # Limit the number of results to 3
    return_metadata=MetadataQuery(distance=True)  # Include distance metadata in the results
)

print("Semantic Search")
print("*" * 50)