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Model CI/CD Course: Creating Webhook automation
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This is lesson 11 of 22 in the Model CI/CD course, where we cover setting up automation in the model registry using webhooks.
*Episode Description*
In this chapter of the Model CI/CD course from Weights & Biases, we guide you through the process of setting up automation in the model registry. Learn how to create an automation that triggers a webhook based on specific events, allowing seamless integration and automated workflows.
*Chapter Highlights*
- Setting Up Automation: Learn how to navigate to the model registry and set up automation by selecting specific event types.
- Creating and Configuring Webhooks: Understand how to create and configure webhooks, specifying the endpoint and payload for your automation.
- Payload Customization: Explore how to customize the payload using variables that Weights & Biases will inject, making the payload meaningful and actionable.
- Testing the Automation: See a practical example of adding a tag to a model version to trigger the webhook and verify the response in the logs.
- Real-World Application: Understand how this integration can be used to trigger actions in external systems, enhancing your CI/CD pipeline.
*Next Chapter:* Webhook Exercises
*Episode Description*
In this chapter of the Model CI/CD course from Weights & Biases, we guide you through the process of setting up automation in the model registry. Learn how to create an automation that triggers a webhook based on specific events, allowing seamless integration and automated workflows.
*Chapter Highlights*
- Setting Up Automation: Learn how to navigate to the model registry and set up automation by selecting specific event types.
- Creating and Configuring Webhooks: Understand how to create and configure webhooks, specifying the endpoint and payload for your automation.
- Payload Customization: Explore how to customize the payload using variables that Weights & Biases will inject, making the payload meaningful and actionable.
- Testing the Automation: See a practical example of adding a tag to a model version to trigger the webhook and verify the response in the logs.
- Real-World Application: Understand how this integration can be used to trigger actions in external systems, enhancing your CI/CD pipeline.
*Next Chapter:* Webhook Exercises