How to Build AI Workflows Your Architecture Team Will Actually Use

In this chapter, the focus is on creating repeatable and reusable workflows inside Invoke. The speaker discusses the process of identifying efficient ways to generate images and patterns and making them easy to share with others.

The chapter covers how to experiment and extend workflows in the normal interface to make them easy to reuse on a repeatable basis within the workflow system of Invoke.

This section highlights use cases in architecture, particularly in rendering and visualization tasks for architectural firms. The speaker mentions the focus on creating materials for architecture and sharing workflows created during the session.

The speaker demonstrates the process of turning a rough sketch into a more repeatable and reusable visualization workflow to avoid recreating the same design from scratch each time.

The chapter explains the configuration of the line art processor to optimize the sketch for visualization purposes, including adjusting the weight and fidelity settings to capture the desired details.

This section focuses on adding style elements, prompts, and adjustments to fine-tune the generated output. The speaker demonstrates the process of adding prompts and tweaking settings for creating the desired visualization.

The speaker demonstrates the iterative process of experimentation and comparison to fine-tune the workflow. Different settings and adjustments are tested to achieve the desired output.

The chapter covers loading and reviewing workflows, including how to populate the workflow based on image generation settings and fine-tuning the workflow for reuse.

This section focuses on customizing input elements and workflows for better usability. The speaker shows how to design workflows with hidden prompts and generic inputs for users.

The speaker explains the dynamic size generation process based on input images and model settings. The chapter covers adjusting noise nodes and ideal size nodes for flexibility in image processing.

In this chapter, the speaker demonstrates incorporating color palettes and stylistic inspirations into the workflow, showing how these elements influence the visual output of the generated images.

The speaker explores creating workflow variants with different inputs and settings for various use cases. The chapter delves into advanced interface techniques for building versatile workflows.

Discusses the process of capturing style and content in images by adjusting inspiration strength, creating user-friendly experiences, and utilizing workflows to enhance interface control.

Explores ideas for customizing user interfaces by controlling sliders, inspiration, weight, and InStep percentage to create powerful and easy-to-use interfaces for teams.

Illustrates the workflow development process using the upscaling tab in Inv Bok, emphasizing the evolution of workflows into interfaces, applications, and the potential for future style presets and prompt templates.

Discusses the option to create custom nodes in the Community Edition, submit valuable nodes for inclusion in the core Invoked application, and contribute to extending the Community Edition.

Clarifies the differences between Comfy UI and Invoke, highlighting separate implementations, code bases, node requirements, and the maintenance of node packs for control net or IP adapter in Invoke.

Explores the integration of workflows in Invoke, emphasizing its focus on user experience, deployment to teams, and the utilization of workflows in the generative studio.

Demonstrates workflow customization and expansion by building workflows, adjusting image processing techniques, controlling strength levels, and utilizing workflow debugging features.

Explains the workflow execution process, image output generation, debugging capabilities, editing workflows in the editor, and saving images to the gallery for testing and transformation purposes.

Shows the rendering process, image interpretation, and the final aesthetic output achieved through the workflow, emphasizing the importance of collaboration and creative input in design projects.

Wraps up the session by encouraging the use of created workflows for individual or team projects, highlighting the versatility and fun of workflow creation and tool standardization.