Getting Started with PyMilvus

Milvus, an open-source vector database, paired with PyMilvus - its Python SDK, is a powerful tool for handling large data sets and performing advanced computations and searches. This tutorial guides you in installing and setting up a development environment for using Milvus and PyMilvus. It then walks through example code for analyzing audio files, storing their data in Milvus, and using it to compare audio samples for similarities. The setup includes creating a virtual environment, installing Python dependencies, starting Redis, and installing and starting Milvus Lite. Finally, the tutorial demonstrates how to connect to Redis and Milvus, create a collection, store audio data, and search for similarities.