Decisions

import { decide } from '@lousho/build-ai-agent';

const { answers } = await decide({
  input: 'I was charged twice for my order.',
  questions: [
    {
      type: 'choice',
      name: 'route',
      instructions: 'Which team should handle this complaint?',
      choices: [
        { value: 'billing', description: 'Payments, invoices, and refunds.' },
        { value: 'technical', description: 'Problems using the product.' },
        { value: 'other', description: 'Anything else.' },
      ],
    },
  ],
});

const route = answers[0];
if (route.type === 'choice' && route.confidence >= 0.7) {
  console.log(`routing to ${route.choice}`); // routing to billing
}

import { decide, type DecisionQuestion } from '@lousho/build-ai-agent';

const questions: DecisionQuestion[] = [
  // predicate: probability 0-1 that a condition holds
  { type: 'predicate', name: 'is_spam', instructions: 'Is this message spam?' },
  // choice: one of a fixed unordered set
  {
    type: 'choice',
    name: 'route',
    instructions: 'Which team?',
    choices: [
      { value: 'billing', description: 'Payments and refunds.' },
      { value: 'shipping', description: 'Delivery and tracking.' },
    ],
  },
  // score: probability-weighted position across ordered levels
  {
    type: 'score',
    name: 'severity',
    instructions: 'How severe is this issue?',
    levels: [
      { label: 'Cosmetic', description: 'Appearance only.' },
      { label: 'Workaround available', description: 'Fails, but another way works.' },
      { label: 'Fully blocked', description: 'Fails with no workaround.' },
    ],
  },
];

import { decide, type DecisionQuestion } from '@lousho/build-ai-agent';

const questions: DecisionQuestion[] = [
  { type: 'predicate', name: 'is_spam', instructions: 'Is this spam?' },
  {
    type: 'choice',
    name: 'route',
    instructions: 'Which team?',
    choices: [{ value: 'billing' }, { value: 'shipping' }],
  },
];

const userMessage = 'I was charged twice for my order.';
const { answers } = await decide({ input: userMessage, questions });
const byName = Object.fromEntries(answers.map((a) => [a.name, a]));

import { decide } from '@lousho/build-ai-agent';

const result = await decide({
  input: '...',
  questions: [{ type: 'predicate', name: 'relevant', instructions: 'Is this relevant?' }],
  model: 'gpt-6-luna',                    // default; currently the only served model
  apiKey: process.env.OPENAI_API_KEY,     // default: OPENAI_API_KEY
  baseURL: 'https://api.openai.com/v1',   // override for a compatible endpoint
  timeoutMs: 30_000,                      // request timeout; also accepts `signal`
});