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@copilotkit/shared

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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"); }