@copilotkit/shared
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text/typescript
import { z } from "zod";
import { Parameter } from "../types";
export type JSONSchemaString = {
type: "string";
description?: string;
enum?: string[];
};
export type JSONSchemaNumber = {
type: "number";
description?: string;
};
export type JSONSchemaBoolean = {
type: "boolean";
description?: string;
};
export type JSONSchemaObject = {
type: "object";
properties?: Record<string, JSONSchema>;
required?: string[];
description?: string;
};
export type JSONSchemaArray = {
type: "array";
items: JSONSchema;
description?: string;
};
export type JSONSchema =
| JSONSchemaString
| JSONSchemaNumber
| JSONSchemaBoolean
| JSONSchemaObject
| JSONSchemaArray;
export function actionParametersToJsonSchema(actionParameters: Parameter[]): JSONSchema {
// Create the parameters object based on the argumentAnnotations
let parameters: { [key: string]: any } = {};
for (let parameter of actionParameters || []) {
parameters[parameter.name] = convertAttribute(parameter);
}
let requiredParameterNames: string[] = [];
for (let arg of actionParameters || []) {
if (arg.required !== false) {
requiredParameterNames.push(arg.name);
}
}
// Create the ChatCompletionFunctions object
return {
type: "object",
properties: parameters,
required: requiredParameterNames,
};
}
// Convert JSONSchema to Parameter[]
export function jsonSchemaToActionParameters(jsonSchema: JSONSchema): Parameter[] {
if (jsonSchema.type !== "object" || !jsonSchema.properties) {
return [];
}
const parameters: Parameter[] = [];
const requiredFields = jsonSchema.required || [];
for (const [name, schema] of Object.entries(jsonSchema.properties)) {
const parameter = convertJsonSchemaToParameter(name, schema, requiredFields.includes(name));
parameters.push(parameter);
}
return parameters;
}
// Convert JSONSchema property to Parameter
function convertJsonSchemaToParameter(
name: string,
schema: JSONSchema,
isRequired: boolean,
): Parameter {
const baseParameter: Parameter = {
name,
description: schema.description,
};
if (!isRequired) {
baseParameter.required = false;
}
switch (schema.type) {
case "string":
return {
...baseParameter,
type: "string",
...(schema.enum && { enum: schema.enum }),
};
case "number":
case "boolean":
return {
...baseParameter,
type: schema.type,
};
case "object":
if (schema.properties) {
const attributes: Parameter[] = [];
const requiredFields = schema.required || [];
for (const [propName, propSchema] of Object.entries(schema.properties)) {
attributes.push(
convertJsonSchemaToParameter(propName, propSchema, requiredFields.includes(propName)),
);
}
return {
...baseParameter,
type: "object",
attributes,
};
}
return {
...baseParameter,
type: "object",
};
case "array":
if (schema.items.type === "object" && "properties" in schema.items) {
const attributes: Parameter[] = [];
const requiredFields = schema.items.required || [];
for (const [propName, propSchema] of Object.entries(schema.items.properties || {})) {
attributes.push(
convertJsonSchemaToParameter(propName, propSchema, requiredFields.includes(propName)),
);
}
return {
...baseParameter,
type: "object[]",
attributes,
};
} else if (schema.items.type === "array") {
throw new Error("Nested arrays are not supported");
} else {
return {
...baseParameter,
type: `${schema.items.type}[]`,
};
}
default:
return {
...baseParameter,
type: "string",
};
}
}
function convertAttribute(attribute: Parameter): JSONSchema {
switch (attribute.type) {
case "string":
return {
type: "string",
description: attribute.description,
...(attribute.enum && { enum: attribute.enum }),
};
case "number":
case "boolean":
return {
type: attribute.type,
description: attribute.description,
};
case "object":
case "object[]":
const properties = attribute.attributes?.reduce(
(acc, attr) => {
acc[attr.name] = convertAttribute(attr);
return acc;
},
{} as Record<string, any>,
);
const required = attribute.attributes
?.filter((attr) => attr.required !== false)
.map((attr) => attr.name);
if (attribute.type === "object[]") {
return {
type: "array",
items: {
type: "object",
...(properties && { properties }),
...(required && required.length > 0 && { required }),
},
description: attribute.description,
};
}
return {
type: "object",
description: attribute.description,
...(properties && { properties }),
...(required && required.length > 0 && { required }),
};
default:
// Handle arrays of primitive types and undefined attribute.type
if (attribute.type?.endsWith("[]")) {
const itemType = attribute.type.slice(0, -2);
return {
type: "array",
items: { type: itemType as any },
description: attribute.description,
};
}
// Fallback for undefined type or any other unexpected type
return {
type: "string",
description: attribute.description,
};
}
}
export function convertJsonSchemaToZodSchema(jsonSchema: any, required: boolean): z.ZodSchema {
if (jsonSchema.type === "object") {
const spec: { [key: string]: z.ZodSchema } = {};
if (!jsonSchema.properties || !Object.keys(jsonSchema.properties).length) {
return !required ? z.object(spec).optional() : z.object(spec);
}
for (const [key, value] of Object.entries(jsonSchema.properties)) {
spec[key] = convertJsonSchemaToZodSchema(
value,
jsonSchema.required ? jsonSchema.required.includes(key) : false,
);
}
let schema = z.object(spec).describe(jsonSchema.description);
return required ? schema : schema.optional();
} else if (jsonSchema.type === "string") {
let schema = z.string().describe(jsonSchema.description);
return required ? schema : schema.optional();
} else if (jsonSchema.type === "number") {
let schema = z.number().describe(jsonSchema.description);
return required ? schema : schema.optional();
} else if (jsonSchema.type === "boolean") {
let schema = z.boolean().describe(jsonSchema.description);
return required ? schema : schema.optional();
} else if (jsonSchema.type === "array") {
let itemSchema = convertJsonSchemaToZodSchema(jsonSchema.items, true);
let schema = z.array(itemSchema).describe(jsonSchema.description);
return required ? schema : schema.optional();
}
throw new Error("Invalid JSON schema");
}
export function getZodParameters<T extends [] | Parameter[] | undefined>(parameters: T): any {
if (!parameters) return z.object({});
const jsonParams = actionParametersToJsonSchema(parameters);
return convertJsonSchemaToZodSchema(jsonParams, true);
}