Table of Contents
Installing with pip
PyMilvus is found in the Python package index.
PyMilvus only supports python3 (>= 3.6), typically PyMilvus can be installed as follows.
$ python3 -m pip install pymilvus
Installation in a virtual environment
It is recommended to use PyMilvus in a virtual environment. Using a virtual environment avoids global installation of Python packages, which can break system tools or other projects. To demonstrate installing and using PyMilvus in a virtual environment, we use virtualenv. For more information on why and how, see the virtualenv article.
$ python3 -m pip install virtualenv $ virtualenv venv $ source venv/bin/activate (venv) $ pip install pymilvus
If you need to exit virtualenv venv, you can use the deactivate command.
Installing a specific version of PyMilvus
Here we are assuming that you are already in a virtual environment.
The appropriate version of PyMilvus depends on the version of Milvus you are using. See install pymilvus for the recommended version of pymilvus.
If you want to install a particular version of PyMilvus:
(venv) $ pip install pymilvus==1.1.0
If you want to upgrade PyMilvus to the latest published version:
(venv) $ pip install --upgrade pymilvus
Installation from source code
As a result, the latest version of PyMilvus will be installed in the virtual environment.
(venv) $ pip install git+https://github.com/milvus-io/pymilvus.git
Installation check
Your installation is correct if the following command does not raise an exception in the Python shell.
(venv) $ python -c "from milvus import Milvus, DataType"
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