helpers/zod.ts (72 lines of code) (raw):
import { ResponseFormatJSONSchema } from "../resources/mod.ts";
import type { infer as zodInfer, ZodType } from "npm:zod";
import {
AutoParseableResponseFormat,
AutoParseableTool,
makeParseableResponseFormat,
makeParseableTool,
} from "../lib/parser.ts";
import { zodToJsonSchema as _zodToJsonSchema } from "../_vendor/zod-to-json-schema/mod.ts";
function zodToJsonSchema(
schema: ZodType,
options: { name: string },
): Record<string, unknown> {
return _zodToJsonSchema(schema, {
openaiStrictMode: true,
name: options.name,
nameStrategy: "duplicate-ref",
$refStrategy: "extract-to-root",
nullableStrategy: "property",
});
}
/**
* Creates a chat completion `JSONSchema` response format object from
* the given Zod schema.
*
* If this is passed to the `.parse()`, `.stream()` or `.runTools()`
* chat completion methods then the response message will contain a
* `.parsed` property that is the result of parsing the content with
* the given Zod object.
*
* ```ts
* const completion = await client.beta.chat.completions.parse({
* model: 'gpt-4o-2024-08-06',
* messages: [
* { role: 'system', content: 'You are a helpful math tutor.' },
* { role: 'user', content: 'solve 8x + 31 = 2' },
* ],
* response_format: zodResponseFormat(
* z.object({
* steps: z.array(z.object({
* explanation: z.string(),
* answer: z.string(),
* })),
* final_answer: z.string(),
* }),
* 'math_answer',
* ),
* });
* const message = completion.choices[0]?.message;
* if (message?.parsed) {
* console.log(message.parsed);
* console.log(message.parsed.final_answer);
* }
* ```
*
* This can be passed directly to the `.create()` method but will not
* result in any automatic parsing, you'll have to parse the response yourself.
*/
export function zodResponseFormat<ZodInput extends ZodType>(
zodObject: ZodInput,
name: string,
props?: Omit<
ResponseFormatJSONSchema.JSONSchema,
"schema" | "strict" | "name"
>,
): AutoParseableResponseFormat<zodInfer<ZodInput>> {
return makeParseableResponseFormat(
{
type: "json_schema",
json_schema: {
...props,
name,
strict: true,
schema: zodToJsonSchema(zodObject, { name }),
},
},
(content) => zodObject.parse(JSON.parse(content)),
);
}
/**
* Creates a chat completion `function` tool that can be invoked
* automatically by the chat completion `.runTools()` method or automatically
* parsed by `.parse()` / `.stream()`.
*/
export function zodFunction<Parameters extends ZodType>(options: {
name: string;
parameters: Parameters;
function?:
| ((args: zodInfer<Parameters>) => unknown | Promise<unknown>)
| undefined;
description?: string | undefined;
}): AutoParseableTool<{
arguments: Parameters;
name: string;
function: (args: zodInfer<Parameters>) => unknown;
}> {
// @ts-expect-error TODO
return makeParseableTool<any>(
{
type: "function",
function: {
name: options.name,
parameters: zodToJsonSchema(options.parameters, { name: options.name }),
strict: true,
...(options.description
? { description: options.description }
: undefined),
},
},
{
callback: options.function,
parser: (args) => options.parameters.parse(JSON.parse(args)),
},
);
}