Discover how to harness the power of OpenSearch, an open-source document database with advanced search and aggregation capabilities, in this 18-minute conference talk from EuroPython 2022. Learn to perform simple and complex searches on semi-structured data, such as product databases, and explore techniques for integrating OpenSearch into existing Python applications. Gain insights into working with data in the database and executing search and aggregation queries using Python. Ideal for Python developers looking to enhance their applications with powerful search functionalities, this talk provides practical knowledge for leveraging OpenSearch's capabilities to supercharge your projects.