import { getBaseClasses, INode, INodeData, INodeParams } from '../../../src' import { BaseOutputParser } from '@langchain/core/output_parsers' import { StructuredOutputParser as LangchainStructuredOutputParser } from 'langchain/output_parsers' import { CATEGORY } from '../OutputParserHelpers' import { jsonrepair } from 'jsonrepair' import { SecureZodSchemaParser } from '../../../src/secureZodParser' class AdvancedStructuredOutputParser implements INode { label: string name: string version: number description: string type: string icon: string category: string baseClasses: string[] inputs: INodeParams[] credential: INodeParams constructor() { this.label = 'Advanced Structured Output Parser' this.name = 'advancedStructuredOutputParser' this.version = 1.0 this.type = 'AdvancedStructuredOutputParser' this.description = 'Parse the output of an LLM call into a given structure by providing a Zod schema.' this.icon = 'structure.svg' this.category = CATEGORY this.baseClasses = [this.type, ...getBaseClasses(BaseOutputParser)] this.inputs = [ { label: 'Autofix', name: 'autofixParser', type: 'boolean', optional: true, description: 'In the event that the first call fails, will make another call to the model to fix any errors.' }, { label: 'Example JSON', name: 'exampleJson', type: 'string', description: 'Zod schema for the output of the model', rows: 10, default: `z.object({ title: z.string(), // Title of the movie as a string yearOfRelease: z.number().int(), // Release year as an integer number, genres: z.enum([ "Action", "Comedy", "Drama", "Fantasy", "Horror", "Mystery", "Romance", "Science Fiction", "Thriller", "Documentary" ]).array().max(2), // Array of genres, max of 2 from the defined enum shortDescription: z.string().max(500) // Short description, max 500 characters })` } ] } async init(nodeData: INodeData): Promise { const schemaString = nodeData.inputs?.exampleJson as string const autoFix = nodeData.inputs?.autofixParser as boolean try { const zodSchema = SecureZodSchemaParser.parseZodSchema(schemaString) const structuredOutputParser = LangchainStructuredOutputParser.fromZodSchema(zodSchema) const baseParse = structuredOutputParser.parse // Fix broken JSON from LLM structuredOutputParser.parse = (text) => { const jsonString = text.includes('```') ? text.trim().split(/```(?:json)?/)[1] : text.trim() return baseParse.call(structuredOutputParser, jsonrepair(jsonString)) } // NOTE: When we change Flowise to return a json response, the following has to be changed to: JsonStructuredOutputParser Object.defineProperty(structuredOutputParser, 'autoFix', { enumerable: true, configurable: true, writable: true, value: autoFix }) return structuredOutputParser } catch (exception) { throw new Error('Error parsing Zod Schema: ' + exception) } } } module.exports = { nodeClass: AdvancedStructuredOutputParser }