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' 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.png' this.category = CATEGORY this.baseClasses = [this.type, ...getBaseClasses(BaseOutputParser)] //TODO: To extend the structureType to ZodSchema this.inputs = [ { label: 'Structure Type', name: 'structureType', type: 'options', options: [ { label: 'Names And Descriptions', name: 'fromNamesAndDescriptions' } ], default: 'fromNamesAndDescriptions' }, { label: 'Structure', name: 'structure', type: 'string', rows: 4, placeholder: '{' + ' answer: "answer to the question",\n' + ' source: "source used to answer the question, should be a website.",\n' + '}' }, { 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.' } ] } async init(nodeData: INodeData): Promise { const structureType = nodeData.inputs?.structureType as string const structure = nodeData.inputs?.structure as string const autoFix = nodeData.inputs?.autofixParser as boolean let parsedStructure: any | undefined = undefined if (structure && structureType === 'fromNamesAndDescriptions') { try { parsedStructure = JSON.parse(structure) // NOTE: When we change Flowise to return a json response, the following has to be changed to: JsonStructuredOutputParser let structuredOutputParser = LangchainStructuredOutputParser.fromNamesAndDescriptions(parsedStructure) Object.defineProperty(structuredOutputParser, 'autoFix', { enumerable: true, configurable: true, writable: true, value: autoFix }) return structuredOutputParser } catch (exception) { throw new Error('Invalid JSON in StructuredOutputParser: ' + exception) } } throw new Error('Error creating OutputParser.') } } module.exports = { nodeClass: StructuredOutputParser }