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chore: Enfore consistent file-name casing on all backend packages (#15755)
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packages/workflow/src/from-ai-parse-utils.ts
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336
packages/workflow/src/from-ai-parse-utils.ts
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import { z } from 'zod';
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import { jsonParse } from './utils';
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/**
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* This file contains the logic for parsing node parameters and extracting $fromAI calls
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*/
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export type FromAIArgumentType = 'string' | 'number' | 'boolean' | 'json';
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export type FromAIArgument = {
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key: string;
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description?: string;
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type?: FromAIArgumentType;
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defaultValue?: string | number | boolean | Record<string, unknown>;
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};
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class ParseError extends Error {}
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/**
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* Generates a Zod schema based on the provided FromAIArgument placeholder.
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* @param placeholder The FromAIArgument object containing key, type, description, and defaultValue.
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* @returns A Zod schema corresponding to the placeholder's type and constraints.
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*/
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export function generateZodSchema(placeholder: FromAIArgument): z.ZodTypeAny {
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let schema: z.ZodTypeAny;
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switch (placeholder.type?.toLowerCase()) {
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case 'string':
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schema = z.string();
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break;
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case 'number':
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schema = z.number();
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break;
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case 'boolean':
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schema = z.boolean();
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break;
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case 'json': {
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interface CustomSchemaDef extends z.ZodTypeDef {
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jsonSchema?: {
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anyOf: [
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{
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type: 'object';
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minProperties: number;
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additionalProperties: boolean;
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},
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{
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type: 'array';
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minItems: number;
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},
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];
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};
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}
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// Create a custom schema to validate that the incoming data is either a non-empty object or a non-empty array.
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const customSchema = z.custom<Record<string, unknown> | unknown[]>(
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(data: unknown) => {
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if (data === null || typeof data !== 'object') return false;
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if (Array.isArray(data)) {
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return data.length > 0;
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}
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return Object.keys(data).length > 0;
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},
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{
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message: 'Value must be a non-empty object or a non-empty array',
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},
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);
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// Cast the custom schema to a type that includes our JSON metadata.
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const typedSchema = customSchema as z.ZodType<
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Record<string, unknown> | unknown[],
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CustomSchemaDef
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>;
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// Attach the updated `jsonSchema` metadata to the internal definition.
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typedSchema._def.jsonSchema = {
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anyOf: [
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{
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type: 'object',
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minProperties: 1,
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additionalProperties: true,
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},
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{
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type: 'array',
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minItems: 1,
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},
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],
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};
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schema = typedSchema;
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break;
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}
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default:
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schema = z.string();
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}
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if (placeholder.description) {
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schema = schema.describe(`${schema.description ?? ''} ${placeholder.description}`.trim());
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}
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if (placeholder.defaultValue !== undefined) {
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schema = schema.default(placeholder.defaultValue);
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}
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return schema;
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}
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/**
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* Parses the default value, preserving its original type.
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* @param value The default value as a string.
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* @returns The parsed default value in its appropriate type.
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*/
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function parseDefaultValue(
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value: string | undefined,
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): string | number | boolean | Record<string, unknown> | undefined {
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if (value === undefined || value === '') return undefined;
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const lowerValue = value.toLowerCase();
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if (lowerValue === 'true') return true;
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if (lowerValue === 'false') return false;
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if (!isNaN(Number(value))) return Number(value);
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try {
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return jsonParse(value);
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} catch {
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return value;
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}
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}
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/**
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* Parses the arguments of a single $fromAI function call.
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* @param argsString The string containing the function arguments.
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* @returns A FromAIArgument object.
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*/
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function parseArguments(argsString: string): FromAIArgument {
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// Split arguments by commas not inside quotes
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const args: string[] = [];
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let currentArg = '';
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let inQuotes = false;
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let quoteChar = '';
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let escapeNext = false;
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for (let i = 0; i < argsString.length; i++) {
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const char = argsString[i];
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if (escapeNext) {
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currentArg += char;
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escapeNext = false;
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continue;
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}
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if (char === '\\') {
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escapeNext = true;
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continue;
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}
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if (['"', "'", '`'].includes(char)) {
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if (!inQuotes) {
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inQuotes = true;
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quoteChar = char;
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currentArg += char;
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} else if (char === quoteChar) {
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inQuotes = false;
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quoteChar = '';
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currentArg += char;
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} else {
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currentArg += char;
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}
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continue;
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}
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if (char === ',' && !inQuotes) {
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args.push(currentArg.trim());
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currentArg = '';
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continue;
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}
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currentArg += char;
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}
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if (currentArg) {
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args.push(currentArg.trim());
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}
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// Remove surrounding quotes if present
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const cleanArgs = args.map((arg) => {
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const trimmed = arg.trim();
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if (
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(trimmed.startsWith("'") && trimmed.endsWith("'")) ||
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(trimmed.startsWith('`') && trimmed.endsWith('`')) ||
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(trimmed.startsWith('"') && trimmed.endsWith('"'))
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) {
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return trimmed
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.slice(1, -1)
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.replace(/\\'/g, "'")
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.replace(/\\`/g, '`')
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.replace(/\\"/g, '"')
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.replace(/\\\\/g, '\\');
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}
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return trimmed;
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});
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const type = cleanArgs?.[2] || 'string';
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if (!['string', 'number', 'boolean', 'json'].includes(type.toLowerCase())) {
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throw new ParseError(`Invalid type: ${type}`);
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}
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return {
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key: cleanArgs[0] || '',
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description: cleanArgs[1],
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type: (cleanArgs?.[2] ?? 'string') as FromAIArgumentType,
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defaultValue: parseDefaultValue(cleanArgs[3]),
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};
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}
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/**
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* Extracts all $fromAI calls from a given string
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* @param str The string to search for $fromAI calls.
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* @returns An array of FromAIArgument objects.
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*
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* This method uses a regular expression to find the start of each $fromAI function call
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* in the input string. It then employs a character-by-character parsing approach to
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* accurately extract the arguments of each call, handling nested parentheses and quoted strings.
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*
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* The parsing process:
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* 1. Finds the starting position of a $fromAI call using regex.
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* 2. Iterates through characters, keeping track of parentheses depth and quote status.
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* 3. Handles escaped characters within quotes to avoid premature quote closing.
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* 4. Builds the argument string until the matching closing parenthesis is found.
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* 5. Parses the extracted argument string into a FromAIArgument object.
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* 6. Repeats the process for all $fromAI calls in the input string.
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*
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*/
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export function extractFromAICalls(str: string): FromAIArgument[] {
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const args: FromAIArgument[] = [];
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// Regular expression to match the start of a $fromAI function call
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const pattern = /\$fromAI\s*\(\s*/gi;
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let match: RegExpExecArray | null;
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while ((match = pattern.exec(str)) !== null) {
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const startIndex = match.index + match[0].length;
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let current = startIndex;
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let inQuotes = false;
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let quoteChar = '';
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let parenthesesCount = 1;
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let argsString = '';
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// Parse the arguments string, handling nested parentheses and quotes
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while (current < str.length && parenthesesCount > 0) {
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const char = str[current];
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if (inQuotes) {
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// Handle characters inside quotes, including escaped characters
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if (char === '\\' && current + 1 < str.length) {
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argsString += char + str[current + 1];
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current += 2;
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continue;
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}
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if (char === quoteChar) {
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inQuotes = false;
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quoteChar = '';
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}
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argsString += char;
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} else {
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// Handle characters outside quotes
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if (['"', "'", '`'].includes(char)) {
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inQuotes = true;
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quoteChar = char;
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} else if (char === '(') {
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parenthesesCount++;
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} else if (char === ')') {
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parenthesesCount--;
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}
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// Only add characters if we're still inside the main parentheses
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if (parenthesesCount > 0 || char !== ')') {
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argsString += char;
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}
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}
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current++;
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}
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// If parentheses are balanced, parse the arguments
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if (parenthesesCount === 0) {
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try {
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const parsedArgs = parseArguments(argsString);
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args.push(parsedArgs);
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} catch (error) {
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// If parsing fails, throw an ParseError with details
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throw new ParseError(`Failed to parse $fromAI arguments: ${argsString}: ${String(error)}`);
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}
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} else {
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// Log an error if parentheses are unbalanced
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throw new ParseError(
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`Unbalanced parentheses while parsing $fromAI call: ${str.slice(startIndex)}`,
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);
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}
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}
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return args;
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}
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/**
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* Recursively traverses the nodeParameters object to find all $fromAI calls.
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* @param payload The current object or value being traversed.
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* @param collectedArgs The array collecting FromAIArgument objects.
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*/
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export function traverseNodeParameters(payload: unknown, collectedArgs: FromAIArgument[]) {
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if (typeof payload === 'string') {
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const fromAICalls = extractFromAICalls(payload);
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fromAICalls.forEach((call) => collectedArgs.push(call));
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} else if (Array.isArray(payload)) {
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payload.forEach((item: unknown) => traverseNodeParameters(item, collectedArgs));
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} else if (typeof payload === 'object' && payload !== null) {
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Object.values(payload).forEach((value) => traverseNodeParameters(value, collectedArgs));
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}
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}
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export function traverseNodeParametersWithParamNames(
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payload: unknown,
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collectedArgs: Map<string, FromAIArgument>,
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name?: string,
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) {
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if (typeof payload === 'string') {
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const fromAICalls = extractFromAICalls(payload);
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fromAICalls.forEach((call) => collectedArgs.set(name as string, call));
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} else if (Array.isArray(payload)) {
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payload.forEach((item: unknown, index: number) =>
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traverseNodeParametersWithParamNames(item, collectedArgs, name + `[${index}]`),
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);
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} else if (typeof payload === 'object' && payload !== null) {
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for (const [key, value] of Object.entries(payload)) {
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traverseNodeParametersWithParamNames(value, collectedArgs, name ? name + '.' + key : key);
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}
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}
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}
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