Setup for Windows via pip
To successfully install MindsDB, use Python 64-bit version. Also, make sure that Python >= 3.9 and pip >= 20.3.
Installation using the Python venv
Module
-
Create a new virtual environment called
mindsdb
:Now, activate it:
-
Once inside the virtual environment, run the command below to mitigate the dependency issues:
-
Install MindsDB:
-
Start MindsDB:
By default, MindsDB will always start the
http
andmysql
APIs. If you want to use Mongo API, you will need to provide that as a parameter to--api
. You can do it as following:
Installation using Anaconda
Here, you need either Anaconda or Conda installed on your machine.
-
Open Anaconda prompt and create a new virtual environment:
Now, activate it:
-
Once inside the virtual environment, run the command below to mitigate the dependency issues:
-
Install MindsDB:
-
Start MindsDB:
By default, MindsDB will always start the
http
andmysql
APIs. If you want to use Mongo API, you will need to provide that as a parameter to--api
. You can do it as following:
Dependencies
The dependencies for many of the data or ML integrations are not installed by default.
If you want to use a data or ML integration whose dependencies are not available by default, install it by running this command:
You can find all available handlers here.
Troubleshooting
Pip and Python Versions
Currently, MindsDB supports Python versions 3.9.x, 3.10.x, and 3.11.x.
To successfully install MindsDB, use Python 64-bit version. Also, make sure
that Python >= 3.9 and pip >= 20.3. You can check the pip and python
versions by running the pip --version
and
python --version
commands.
Please note that depending on your environment and installed pip and python
packages, you might have to use pip3 instead of pip or python3.x
instead of py. For example, pip3 install mindsdb
instead of
pip install mindsdb
.
How to Avoid Dependency Issues
Install MindsDB in a virtual environment using pip to avoid dependency issues.
Or you could try to install MindsDB with Anaconda and run the installation from the Anaconda prompt.
In addition, for Windows systems with default languages other than English, your system
might not have UTF-8 as the default encoding standard, which will cause encoding errors
when installing dependencies. To solve this issue, go to
Control Panel
> Clock and Region
> Region
> Administrative tab
>
Change system locale button
and enable Beta: Use Unicode UTF-8 for worldwide language support
.
Installing torch or torchvision
If the installation fails when installing torch or torchvision, try to install them manually by following the instructions on their official website.
Further Issues?
You can try to replicate your issue using the Docker setup.
Also, please create an issue with detailed description in the MindsDB GitHub repository so we can help you. Usually, we review issues and respond within a few hours.
What’s Next
Now that you installed and started MindsDB locally in your Docker container, go ahead and find out how to create and train a model using the CREATE MODEL
statement. In the MindsDB SQL section, you’ll find a comprehensive overview of the SQL syntax offered by MindsDB. We also provide Mongo-QL syntax documented in the MindsDB Mongo-QL section.
You can connect MindsDB to different clients, including PostgreSQL CLI and MySQL CLI.
Check out the Use Cases section to follow tutorials that cover Large Language Models, Natural Language Processing, Time Series, Classification, and Regression models.
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