What is Pymilvus?

Pymilvus is a Python SDK built for Milvus and Zilliz Cloud, offering access to all features provided by Milvus. However, users have faced issues with the complexity of configuration options available in the vector database system. To address this, MilvusClient was introduced as an attempt to simplify the API for most users. It offers functions such as insert_data(), upsert_data(), search_data(), query_data(), get_vectors_by_pk(), delete_by_pk(), add_partition(), and remove_partition(). The main goal of MilvusClient is to provide easy-to-use operations that may not exist or are unoptimized on the Pymilvus side. As Pymilvus improves, these operations can be optimized behind the scenes while maintaining a simple API for users.