Building a Workflow with Copilot

Lesson Overview

In this video, you'll learn how to use Copilot, AirOps' AI-powered assistant, to create workflows quickly and efficiently. Copilot helps you scaffold your projects, answer questions, and make improvements to your workflows, lowering the barrier to entry for building with AI.

• 00:00: Introduction to Copilot and its benefits
• 01:23: Demonstrating how to use Copilot to create a workflow
• 04:48: Using Copilot to iterate and improve your workflow
• 06:25: Leveraging Copilot to propose changes and create structured outputs

Key Concepts

Copilot as a Workflow Assistant

Copilot is a versatile tool that helps you create workflows from scratch or improve existing ones. By providing Copilot with instructions, you can quickly generate a workflow scaffold that includes the necessary steps and logic to accomplish your desired task.

Focus Mode and Auto Mode

• Focus Mode: A preview feature that allows the language model to concentrate on solving a problem at a particular step in your workflow.
• Auto Mode: A powerful feature that enables Copilot to test and iterate on its own code until it completes a specific task, such as making an API request. This can save you significant time and effort.

Improving LLM Steps with Copilot

Copilot can also help you refine and structure the output of LLM (Language Model) steps in your workflow. By asking Copilot to propose changes, such as creating a structured JSON output instead of plain text, you can ensure that your workflow produces the desired format for further processing or visualization.

Key Takeaways

1. Copilot is a powerful assistant that can help you create, improve, and document your workflows in AirOps.
2. By providing Copilot with instructions, you can quickly generate a workflow scaffold that includes the necessary steps and logic to accomplish your desired task.
3. Focus Mode and Auto Mode are advanced features that allow Copilot to concentrate on specific steps and iterate on its own code until it completes a task.
4. Copilot can help you refine and structure the output of LLM steps, ensuring that your workflow produces the desired format for further processing or visualization.
5. As Copilot continues to evolve, it will become even more powerful at assisting with complex tasks and self-improvement, making it an essential tool for anyone working with AI in AirOps.