DuckDB is a lightweight, fast, and SQL-friendly database that integrates with Python.It provides speed and flexibility without the need for setup or dependencies.DuckDB is designed for OLAP workloads, supporting complex queries on large datasets.It runs inside the Python program, eliminating the need for a server and allowing direct data reading and vectorized execution.