What's wrong with the responseFormat parameter I am giving to the llm.generateText call? This is the responseFormat: { type: "object", required: ["items"], properties: { items: { type: "array", required: ["itemId", "itemDescription", "quantity", "rate", "estimatedamount"], properties: { itemId: {type: "string"}, itemDescription: {type: "string"}, quantity: {type: "float"}, rate: {type: "float"}, estimatedamount: {type: "float"}, } }, shippingAddress: { type: "object", required: ["addr1", "addr2", "city", "state", "zip", "country"], properties: { attention: {type: "string"}, addr1: {type: "string"}, addr2: {type: "string"}, addr3: {type: "string"}, city: {type: "string"}, state: {type: "string"}, zip: {type: "string"}, country: {type: "string"}, phone: {type: "string"} } }, subtotals: { type: "object", required: ["estimatedTax", "total"], properties: { itemsTotal: {type: "float"}, pretaxSubtotal: {type: "float"}, estimatedTax: {type: "float"}, total: {type: "float"}, savings: {type: "float"} } } } }

AI generated answer (using internal Slack threads):

Based on the provided JSON responseFormat, there are a few potential issues that could be causing problems with the llm.generateText call: 1. The

required

field in the

items

array and

shippingAddress

object is not valid. The

required

field is not valid inside an array or an object, it should be at the same level as

properties

. 2. The

type

for

quantity

,

rate

, and

estimatedamount

in the

items

array and for

itemsTotal

,

pretaxSubtotal

,

estimatedTax

,

total

, and

savings

in the

subtotals

object is set to

float

. However, JSON Schema does not support the

float

type. You should use

number

instead. 3. The

properties

field inside the

items

array is not valid. The

properties

field should be inside an object, not an array. Here is the corrected responseFormat:

json
{
    "type": "object",
    "required": ["items"],
    "properties": {
        "items": {
            "type": "array",
            "items": {
                "type": "object",
                "required": ["itemId", "itemDescription", "quantity", "rate", "estimatedamount"],
                "properties": {
                    "itemId": {"type": "string"},
                    "itemDescription": {"type": "string"},
                    "quantity": {"type": "number"},
                    "rate": {"type": "number"},
                    "estimatedamount": {"type": "number"}
                }
            }
        },
        "shippingAddress": {
            "type": "object",
            "required": ["addr1", "addr2", "city", "state", "zip", "country"],
            "properties": {
                "attention": {"type": "string"},
                "addr1": {"type": "string"},
                "addr2": {"type": "string"},
                "addr3": {"type": "string"},
                "city": {"type": "string"},
                "state": {"type": "string"},
                "zip": {"type": "string"},
                "country": {"type": "string"},
                "phone": {"type": "string"}
            }
        },
        "subtotals": {
            "type": "object",
            "required": ["estimatedTax", "total"],
            "properties": {
                "itemsTotal": {"type": "number"},
                "pretaxSubtotal": {"type": "number"},
                "estimatedTax": {"type": "number"},
                "total": {"type": "number"},
                "savings": {"type": "number"}
            }
        }
    }
}

****** Disclaimer: This response was generated by an artificial intelligence assistant based on previous conversations from multiple Slack channels, and may contain inaccuracies or mistakes. ******

That fixed it! It works perfectly now.