Skip to main content

Documentation Index

Fetch the complete documentation index at: https://docs.orkestration.com/llms.txt

Use this file to discover all available pages before exploring further.

Use Pydantic models to validate and parse LLM outputs into predictable structures.

Single Agent

from pydantic import BaseModel

class CalendarEvent(BaseModel):
  name: str
  date: str
  participants: list[str]

event = agent.generate(
  "Alice and Bob are going to a science fair on Friday.",
  response_model=CalendarEvent,
)
print(event)

Workflow Final Step

from pydantic import BaseModel
class KeyDifferences(BaseModel):
  title: str
  points: list[str]
  summary: str

final = wf.run("Explain fission vs fusion", response_model=KeyDifferences)