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47import { agent, llmOpenAIResponses } from "../dist/volcano-sdk.js";
// Use OpenAI Responses API for guaranteed structured outputs
const llm = llmOpenAIResponses({
apiKey: process.env.OPENAI_API_KEY!,
model: "gpt-4o-mini",
options: {
jsonSchema: {
name: 'order',
description: 'Customer order information',
schema: {
type: 'object',
properties: {
customerName: { type: 'string' },
items: {
type: 'array',
items: {
type: 'object',
properties: {
product: { type: 'string' },
quantity: { type: 'number' },
price: { type: 'number' }
},
required: ['product', 'quantity', 'price'],
additionalProperties: false // Required for nested objects
}
},
total: { type: 'number' }
},
required: ['customerName', 'items', 'total'],
additionalProperties: false
}
}
}
});
const results = await agent({ llm })
.then({
prompt: "Extract order info: 'Sarah ordered 2 cappuccinos at $4.50 each and 1 croissant for $3.25'"
})
.run();
const order = JSON.parse(results[results.length - 1]?.llmOutput || "{}");
console.log("Order:", order);
console.log("Total:", `$${order.total}`);