mcp and custom models

Author: CamDavidsonPilon

developer-guide/07-Plugins/03-plugin-as-python-package.md

@@ -405,3 +405,18 @@ In both cases, we will evaluate your plugin to ensure code quality and all requi
 Once your plugin is accepted, it will appear on the Plugins tab on the Pioreactor web interface. Users in the community can now easily click _Install_ to download your plugin onto their Pioreactors!
 
 ![](/img/developer-guide/python-package-plugins.png)
+
+
+### Troubleshooting
+
+ - Do you see an error like?
+   ```
+   WARNING: Skipping /usr/local/lib/python3.11/site-packages/X due to invalid metadata entry 'Y'
+   ```
+   Try the following:
+   ```
+   sudo rm -rf /usr/local/lib/python3.11/site-packages/X
+   ```
+
+   and then reinstall the plugin.
+

user-guide/29-Automations/02-dosing-automations.md

@@ -95,8 +95,8 @@ To further avoid overflow, we limit how much liquid is added in a single pump cy
 ###  Volume parameters
 
 
- - **Initial liquid volume**: this is how much liquid is initially in the vial
- - **Max liquid volume**: the efflux tube's position determines the maximum volume your liquid volume will reach.
+ - **Initial volume**: this is how much liquid is initially in the vial
+ - **Max working volume**: the efflux tube's position determines the maximum volume your liquid volume will reach.
 
 
 ###  Configuration parameters