Guides
Python Client
* [How to install the Python client](#docs:guides:python:install)
* [How to execute SQL queries](#docs:guides:python:execute_sql)
* [How to easily query DuckDB in Jupyter Notebooks](#docs:guides:python:jupyter)
* [How to use Multiple Python Threads with DuckDB](#docs:guides:python:multiple_threads)
* [How to use fsspec filesystems with DuckDB](#docs:guides:python:filesystems)  
#### Pandas {#docs:guides:overview::pandas}  
* [How to execute SQL on a Pandas DataFrame](#docs:guides:python:sql_on_pandas)
* [How to create a table from a Pandas DataFrame](#docs:guides:python:import_pandas)
* [How to export data to a Pandas DataFrame](#docs:guides:python:export_pandas)  
#### Apache Arrow {#docs:guides:overview::apache-arrow}  
* [How to execute SQL on Apache Arrow](#docs:guides:python:sql_on_arrow)
* [How to create a DuckDB table from Apache Arrow](#docs:guides:python:import_arrow)
* [How to export data to Apache Arrow](#docs:guides:python:export_arrow)  
#### Relational API {#docs:guides:overview::relational-api}  
* [How to query Pandas DataFrames with the Relational API](#docs:guides:python:relational_api_pandas)  
#### Python Library Integrations {#docs:guides:overview::python-library-integrations}  
* [How to use Ibis to query DuckDB with or without SQL](#docs:guides:python:ibis)
* [How to use DuckDB with Polars DataFrames via Apache Arrow](#docs:guides:python:polars)