Manage Streams
Create Stream
Streams → New Stream
When creating a stream, it can be done using the AI Solution provided by the AI Conductor. From an AI Solution, users can create one or more streams. The Solution contains environment information for model training, and users can configure the parameters of the Train and Inference Pipeline based on the selected Solution to operate the model according to their operational data.
To create a stream:
- Navigate to the 'Streams' menu and click the '+ New Stream' button.
- Check the list of available Solutions in Card View format in the system and select one.
- Review the detailed metadata of the selected Solution, choose the desired version, and click the New Stream button.
- Enter information for the stream to be created—name, description, tag, and user parameters to be used in the pipeline.
- In the Inference Warning Setting, modify the Confidence Score value to the desired value. If you do not want an Inference Warning alert, do not enter a value.
- Click the Save button.
Edit (Delete) Stream
Streams → Actions → Edit(Delete)
Edit the created stream. User can change the stream name or modify the user parameter values. Streams that are no longer in use can be deleted.
To edit (delete) a stream:
- Select ‘Stream’ from the left Navigator Bar.
- Review the list of registered streams and select the one you wish to edit(delete).
- Click 'Actions' and choose Edit(Delete).
Duplicate Stream
Streams → Actions → Duplicate
Use the Duplicate function when you want to create a new stream with the same settings as an already existing stream. This allows user to copy the user parameters and inference warning score values as they were entered during creation. However, the model training and deployment history of the existing stream will not be copied.
To duplicate a stream:
- Select ‘Stream’ from the left Navigator Bar.
- Review the list of registered streams and select the one you wish to duplicate.
- Click 'Actions' and choose duplicate.
Update Stream
Streams → Actions → Update Stream
If user want to update the Solution version in an already created stream, use the update stream function. In the update stream menu, user can check the versions of the connected Solution and select the desired version. When the desired version is selected, the model will be trained using the builder included in the new version of the Solution.
To update a stream:
- Select ‘Stream’ from the left Navigator Bar.
- Check the streams registered in the system and select the item you want to update.
- In 'Actions', select 'update', and then choose the desired version from the solution information popup that appears.