Pymilvus

PyMilvus is an open-source Python client SDK for the Milvus vector database. It enables developers to connect applications to Milvus for creating collections, inserting high-dimensional vector data, and performing fast similarity searches through Python code. PyMilvus is designed for backend and programmatic use, making it easy to integrate vector search capabilities into AI, machine learning, and data-driven applications.

Features of PyMilvus:

• Official Python SDK for interacting with the Milvus vector database.
• Supports creation and management of collections, partitions, and indexes.
• Enables insertion, deletion, and querying of high-dimensional vector data.
• Provides fast similarity search and hybrid search capabilities.
• Communicates with Milvus via gRPC and REST APIs.

To use PyMilvus in your application:

$ sudo su

$ sudo apt update

$ source pymilvus-env/bin/activate

$ pip show pymilvus

Disclaimer: PyMilvus is open-source software distributed under the Apache License 2.0. It is not affiliated with, endorsed by, or sponsored by any third-party cloud provider. PyMilvus is provided "as is," without any warranty, express or implied. Users utilize this software at their own risk. The developers and contributors hold no responsibility for any damages, losses, or consequences resulting from the use of this software. Users are advised to carefully review and comply with licensing terms and applicable regulations while using PyMilvus.