import { convertSchemaToZod, 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' 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: 'JSON Structure', name: 'jsonStructure', type: 'datagrid', description: 'JSON structure for LLM to return', datagrid: [ { field: 'property', headerName: 'Property', editable: true }, { field: 'type', headerName: 'Type', type: 'singleSelect', valueOptions: ['string', 'number', 'boolean'], editable: true }, { field: 'description', headerName: 'Description', editable: true, flex: 1 } ], default: [ { property: 'answer', type: 'string', description: `answer to the user's question` }, { property: 'source', type: 'string', description: `sources used to answer the question, should be websites` } ], additionalParams: true } ] } async init(nodeData: INodeData): Promise { const jsonStructure = nodeData.inputs?.jsonStructure as string const autoFix = nodeData.inputs?.autofixParser as boolean try { const structuredOutputParser = LangchainStructuredOutputParser.fromZodSchema(z.object(convertSchemaToZod(jsonStructure))) // 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 }