Author or serialize a flow as a diagram You can write a whole flow as a mermaid flowchart and compile it by passing the string to flow(). Any flow renders back with String(flow), so the diagram and the program stay in sync. python academy academy/topics/flow-mermaid website/content-src/academy/course.mjs academy Author or serialize a flow as a diagram
ax
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Unit 4 · Connect AI steps into a workflow

Author or serialize a flow as a diagram

You can write a whole flow as a mermaid flowchart and compile it by passing the string to flow(). Any flow renders back with String(flow), so the diagram and the program stay in sync.

flow(mermaid)7 focused minutesNot started
Unit example (nearest native match)

See the idea in context

mermaid = '''flowchart TD
  %%ax classify: request:string -> route:class "support, sales"
  classify{route}
'''
program = flow(mermaid)
print(program)  # canonical portable Mermaid
  1. Write the diagram

    Node contracts live in %%ax directives; labeled edges become branches and loops.

  2. Compile with flow()

    A string argument to flow() compiles the dialect into a runnable flow.

  3. Render it back

    String(wf) returns the diagram, so flow(String(wf)) round-trips the program.

Run itIn your own project
pip install axllm

from axllm import ai, ax

llm = ai('openai', api_key=os.environ['OPENAI_API_KEY'])
classify = ax('review:string -> sentiment:class "positive, negative, neutral"')

Set OPENAI_APIKEY in your environment before running provider-backed code.

In the ax repo

From a clone of the ax repo:

npm run example -- python src/examples/python/flows/branch-flow.py
Active practice

Show that you can use it

Answer 2 in a row to learn this · attempt 1
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