Module 1 Module 2 Module 3 Module 4 Module 5 Module 6

Module 3

Human in the Loop

5 Core Topics · Breakpoints, Human Feedback, State Editing, and Time Travel Debugging

1

Streaming Interruption

Interruption and Resume in Streaming Execution

3-1-streaming-interruption.html

Jupyter Notebook conversion page

Streaming & Interruption in-depth explanation

Concepts, principles and code comments

2

Breakpoints

Pause graph execution using static breakpoints

3-2-breakpoints.html

Jupyter Notebook conversion page

Breakpoints in-depth explanation

Concepts, principles and code comments

3

Edit State Human Feedback

Modify the graph status after manual feedback

3-3-edit-state-human-feedback.html

Jupyter Notebook conversion page

Edit State & Human Feedback in-depth explanation

Concepts, principles and code comments

4

Dynamic Breakpoints

Dynamically pause based on running status

3-4-dynamic-breakpoints.html

Jupyter Notebook conversion page

Dynamic Breakpoints in-depth explanation

Concepts, principles and code comments

5

Time Travel

Check historical status and retrace execution

3-5-time-travel.html

Jupyter Notebook conversion page

Time Travel in-depth explanation

Concepts, principles and code comments

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Module 3 Summary

Human in the Loop · Overview and knowledge review of 5 sub-courses

Module 3 summary page

Learning path · Quick review of core concepts · Comprehensive practical examples (Contract Approval Assistant)