Pause and ask instead of guessingYou make the agent ask when a missing fact would change an action or result. Your host persists that pause, resumes safely, and keeps failures distinct from final output.typescriptacademyacademy/topics/agent-clarification-resumewebsite/content-src/academy/course.mjsacademyPause and ask instead of guessing
You make the agent ask when a missing fact would change an action or result. Your host persists that pause, resumes safely, and keeps failures distinct from final output.
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Worked example
See the idea in context
await askClarification('Which account should receive the refund?', { fields: ['accountId'] });
Run itIn your own project
npm install @ax-llm/ax
import { ai, ax } from '@ax-llm/ax';
const llm = ai({ name: 'openai', apiKey: process.env.OPENAI_APIKEY! });
const classify = ax('review:string -> sentiment:class "positive, negative, neutral"');
const result = await classify.forward(llm, {
review: 'Useful and boring in the best way.',
});
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 -- typescript src/examples/typescript/short-agents/tools-agent.ts