import { getBaseClasses, INode, INodeData, INodeParams } from '../../../src' import { BaseOutputParser } from 'langchain/schema/output_parser' import { StructuredOutputParser as LangchainStructuredOutputParser } from 'langchain/output_parsers' import { CATEGORY } from '../OutputParserHelpers' import { z } from 'zod' import { jsonToZod } from 'json-to-zod' class StructuredOutputParser 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 = 'Structured Output Parser' this.name = 'structuredOutputParser' this.version = 1.0 this.type = 'StructuredOutputParser' this.description = 'Parse the output of an LLM call into a given (JSON) structure.' 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: 'Example JSON structure for LLM to return', rows: 10, default: '{"answer": "the answer", "followupQuestions": ["question1", "question2"]}', additionalParams: true } ] } async init(nodeData: INodeData): Promise { const exampleJson = nodeData.inputs?.exampleJson as string const autoFix = nodeData.inputs?.autofixParser as boolean const jsonToZodString = jsonToZod(JSON.parse(exampleJson)) const splitString = jsonToZodString.split('const schema = ') const schemaString = splitString[1].trim() const fnString = `function proxyFn(z){ return ${schemaString} }` const zodSchemaFunction = new Function('z', `return ${schemaString}`) const zodSchema = zodSchemaFunction(z) try { const structuredOutputParser = LangchainStructuredOutputParser.fromZodSchema(zodSchema) // 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('Invalid JSON in StructuredOutputParser: ' + exception) } } } module.exports = { nodeClass: StructuredOutputParser }