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Start building reliable agentic workflows

Everything you need to ship durable agents and workflows. From first run to production.

from agnt5 import Agent, workflow, WorkflowContext

agent = Agent(
    name="summarizer",
    model="openai/gpt-4o-mini",
    instructions="Summarize the story in two sentences.",
)

@workflow
async def digest(ctx: WorkflowContext, url: str) -> dict:
    story = await ctx.step("fetch", fetch_story(url))
    summary = await ctx.step("summarize", agent.run(story))
    return {"url": url, "summary": summary}
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