chatgpt-api/packages/core/src/schema.ts

141 wiersze
3.3 KiB
TypeScript

import type { z } from 'zod'
import type * as types from './types'
import { parseStructuredOutput } from './parse-structured-output'
import { stringifyForModel } from './utils'
import { zodToJsonSchema } from './zod-to-json-schema'
/**
* Used to mark schemas so we can support both Zod and custom schemas.
*/
export const schemaSymbol = Symbol('agentic.schema')
export type Schema<TData = unknown> = {
/**
* The JSON Schema.
*/
readonly jsonSchema: types.JSONSchema
/**
* Parses the value, validates that it matches this schema, and returns a
* typed version of the value if it does. Throw an error if the value does
* not match the schema.
*/
readonly parse: types.ParseFn<TData>
/**
* Parses the value, validates that it matches this schema, and returns a
* typed version of the value if it does. Returns an error message if the
* value does not match the schema, and will never throw an error.
*/
readonly safeParse: types.SafeParseFn<TData>
/**
* Used to mark schemas so we can support both Zod and custom schemas.
*/
[schemaSymbol]: true
/**
* Schema type for inference.
*/
_type: TData
}
export function isSchema(value: unknown): value is Schema {
return (
typeof value === 'object' &&
value !== null &&
schemaSymbol in value &&
value[schemaSymbol] === true &&
'jsonSchema' in value &&
'parse' in value
)
}
export function isZodSchema(value: unknown): value is z.ZodType {
return (
typeof value === 'object' &&
value !== null &&
'_type' in value &&
'_output' in value &&
'_input' in value &&
'_def' in value &&
'parse' in value &&
'safeParse' in value
)
}
export function asSchema<TData>(
schema: z.Schema<TData> | Schema<TData>,
opts: { strict?: boolean } = {}
): Schema<TData> {
return isSchema(schema) ? schema : createSchemaFromZodSchema(schema, opts)
}
/**
* Create a schema from a JSON Schema.
*/
export function createSchema<TData = unknown>(
jsonSchema: types.JSONSchema,
{
parse = (value) => value as TData,
safeParse
}: {
parse?: types.ParseFn<TData>
safeParse?: types.SafeParseFn<TData>
} = {}
): Schema<TData> {
safeParse ??= (value: unknown) => {
try {
const result = parse(value)
return { success: true, data: result }
} catch (err: any) {
return { success: false, error: err.message ?? String(err) }
}
}
return {
[schemaSymbol]: true,
_type: undefined as TData,
jsonSchema,
parse,
safeParse
}
}
export function createSchemaFromZodSchema<TData>(
zodSchema: z.Schema<TData>,
opts: { strict?: boolean } = {}
): Schema<TData> {
return createSchema(zodToJsonSchema(zodSchema, opts), {
parse: (value) => {
return parseStructuredOutput(value, zodSchema)
}
})
}
const DEFAULT_SCHEMA_PREFIX = `
---
Respond with JSON using the following JSON schema:
\`\`\`json`
const DEFAULT_SCHEMA_SUFFIX = '```'
export function augmentSystemMessageWithJsonSchema({
schema,
system,
schemaPrefix = DEFAULT_SCHEMA_PREFIX,
schemaSuffix = DEFAULT_SCHEMA_SUFFIX
}: {
schema: types.JSONSchema
system?: string
schemaPrefix?: string
schemaSuffix?: string
}): string {
return [system, schemaPrefix, stringifyForModel(schema), schemaSuffix]
.filter(Boolean)
.join('\n')
.trim()
}