Using Qdrant’s Async API for Efficient Python Applications Asynchronous programming is being broadly adopted in the Python ecosystem. Tools such as FastAPI have embraced this new paradigm, but it is also becoming a standard for ML models served as SaaS. For example, the Cohere SDK provides an async client next to its synchronous counterpart. Databases are often launched as separate services and are accessed via a network. All the interactions with them are IO-bound and can be performed asyn...