Prompt Flow: Hands-On
50mGeneral2024-09-12
Authors
Morten Rand-Hendriksen
Senior Staff Instructor, Speaker, Web Designer, and Software Developer
Course details
In this course, Senior Staff Instructor Morten Rand-Hendriksen guides you through hands-on practice creating, analyzing, and evaluating workflows that link LLMs, prompts, and Python code. With real-world examples and practical insights, Morten helps you master prompt engineering, streamlining development, and getting started orchestrating advanced AI projects.
Learning objectives
Examine the capabilities of Prompt Flow.
Create flows that leverage LLMs, Python code, and tools to produce streamlined workflows.
Evaluate flows for efficiency, functionality, and robustness.
Develop custom flows with advanced prompt engineering techniques and integrated tools.
Learning objectives
Examine the capabilities of Prompt Flow.
Create flows that leverage LLMs, Python code, and tools to produce streamlined workflows.
Evaluate flows for efficiency, functionality, and robustness.
Develop custom flows with advanced prompt engineering techniques and integrated tools.
Skills covered
Azure AI ServicesProgramming FoundationsGenerative AIArtificial Intelligence FoundationsSoftware Development ToolsArtificial Intelligence (AI)MicrosoftSoftware DevelopmentOne-Off
Concepts
0. Introduction
- 01 - Prompt Flow - A hands-on example
1. Building an App with Prompt Flow
- 02 - Idea - Build an article discussion app for kids
- 03 - Creating a new Prompt Flow from scratch
- 04 - Creating a connection to access AI services
- 05 - Testing the flow
- 06 - Adding custom Python to the flow
- 07 - Continuous incremental testing
- 08 - Adding LLM tools to the flow
- 09 - Adding new input fields to LLM tools
- 10 - Debugging the flow
- 11 - Creating conditional flow patterns
- 12 - Adding required Python dependencies before deployment
- 13 - Building a flow using Docker
- 14 - Create a Docker image for a flow
- 15 - Run the Docker image
- 16 - Bonus - Add Mistral AI as a custom connection
2. Conclusion
- 17 - Going further with Prompt Flow