mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-28 15:00:57 +03:00
add datagrid field type
This commit is contained in:
+45
-44
@@ -1,7 +1,8 @@
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import { getBaseClasses, INode, INodeData, INodeParams } from '../../../src'
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import { convertSchemaToZod, getBaseClasses, INode, INodeData, INodeParams } from '../../../src'
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import { BaseOutputParser } from 'langchain/schema/output_parser'
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import { StructuredOutputParser as LangchainStructuredOutputParser } from 'langchain/output_parsers'
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import { CATEGORY } from '../OutputParserHelpers'
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import { z } from 'zod'
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class StructuredOutputParser implements INode {
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label: string
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@@ -24,65 +25,65 @@ class StructuredOutputParser implements INode {
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this.icon = 'structure.png'
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this.category = CATEGORY
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this.baseClasses = [this.type, ...getBaseClasses(BaseOutputParser)]
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//TODO: To extend the structureType to ZodSchema
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this.inputs = [
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{
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label: 'Structure Type',
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name: 'structureType',
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type: 'options',
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options: [
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{
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label: 'Names And Descriptions',
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name: 'fromNamesAndDescriptions'
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}
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],
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default: 'fromNamesAndDescriptions'
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},
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{
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label: 'Structure',
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name: 'structure',
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type: 'string',
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rows: 4,
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placeholder:
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'{' +
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' answer: "answer to the question",\n' +
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' source: "source used to answer the question, should be a website.",\n' +
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'}'
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},
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{
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label: 'Autofix',
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name: 'autofixParser',
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type: 'boolean',
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optional: true,
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description: 'In the event that the first call fails, will make another call to the model to fix any errors.'
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},
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{
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label: 'JSON Structure',
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name: 'jsonStructure',
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type: 'datagrid',
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description: 'JSON structure for LLM to return',
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datagrid: [
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{ field: 'property', headerName: 'Property', editable: true },
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{
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field: 'type',
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headerName: 'Type',
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type: 'singleSelect',
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valueOptions: ['string', 'number', 'boolean'],
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editable: true
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},
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{ field: 'description', headerName: 'Description', editable: true, flex: 1 }
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],
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default: [
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{
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property: 'answer',
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type: 'string',
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description: `answer to the user's question`
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},
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{
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property: 'source',
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type: 'string',
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description: `sources used to answer the question, should be websites`
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}
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],
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additionalParams: true
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}
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]
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}
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async init(nodeData: INodeData): Promise<any> {
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const structureType = nodeData.inputs?.structureType as string
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const structure = nodeData.inputs?.structure as string
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const jsonStructure = nodeData.inputs?.jsonStructure as string
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const autoFix = nodeData.inputs?.autofixParser as boolean
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let parsedStructure: any | undefined = undefined
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if (structure && structureType === 'fromNamesAndDescriptions') {
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try {
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parsedStructure = JSON.parse(structure)
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try {
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const structuredOutputParser = LangchainStructuredOutputParser.fromZodSchema(z.object(convertSchemaToZod(jsonStructure)))
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// NOTE: When we change Flowise to return a json response, the following has to be changed to: JsonStructuredOutputParser
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let structuredOutputParser = LangchainStructuredOutputParser.fromNamesAndDescriptions(parsedStructure)
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Object.defineProperty(structuredOutputParser, 'autoFix', {
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enumerable: true,
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configurable: true,
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writable: true,
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value: autoFix
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})
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return structuredOutputParser
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} catch (exception) {
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throw new Error('Invalid JSON in StructuredOutputParser: ' + exception)
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}
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// NOTE: When we change Flowise to return a json response, the following has to be changed to: JsonStructuredOutputParser
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Object.defineProperty(structuredOutputParser, 'autoFix', {
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enumerable: true,
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configurable: true,
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writable: true,
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value: autoFix
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})
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return structuredOutputParser
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} catch (exception) {
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throw new Error('Invalid JSON in StructuredOutputParser: ' + exception)
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}
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throw new Error('Error creating OutputParser.')
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}
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}
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@@ -1,5 +1,5 @@
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import { ICommonObject, IDatabaseEntity, INode, INodeData, INodeOptionsValue, INodeParams } from '../../../src/Interface'
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import { getBaseClasses } from '../../../src/utils'
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import { convertSchemaToZod, getBaseClasses } from '../../../src/utils'
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import { DynamicStructuredTool } from './core'
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import { z } from 'zod'
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import { DataSource } from 'typeorm'
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@@ -87,26 +87,4 @@ class CustomTool_Tools implements INode {
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}
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}
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const convertSchemaToZod = (schema: string) => {
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try {
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const parsedSchema = JSON.parse(schema)
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const zodObj: any = {}
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for (const sch of parsedSchema) {
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if (sch.type === 'string') {
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if (sch.required) z.string({ required_error: `${sch.property} required` }).describe(sch.description)
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zodObj[sch.property] = z.string().describe(sch.description)
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} else if (sch.type === 'number') {
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if (sch.required) z.number({ required_error: `${sch.property} required` }).describe(sch.description)
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zodObj[sch.property] = z.number().describe(sch.description)
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} else if (sch.type === 'boolean') {
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if (sch.required) z.boolean({ required_error: `${sch.property} required` }).describe(sch.description)
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zodObj[sch.property] = z.boolean().describe(sch.description)
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}
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}
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return zodObj
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} catch (e) {
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throw new Error(e)
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}
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}
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module.exports = { nodeClass: CustomTool_Tools }
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@@ -6,6 +6,7 @@ export type NodeParamsType =
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| 'asyncOptions'
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| 'options'
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| 'multiOptions'
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| 'datagrid'
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| 'string'
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| 'number'
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| 'boolean'
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@@ -60,6 +61,7 @@ export interface INodeParams {
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description?: string
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warning?: string
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options?: Array<INodeOptionsValue>
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datagrid?: Array<ICommonObject>
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credentialNames?: Array<string>
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optional?: boolean | INodeDisplay
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step?: number
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@@ -3,6 +3,7 @@ import { load } from 'cheerio'
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import * as fs from 'fs'
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import * as path from 'path'
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import { JSDOM } from 'jsdom'
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import { z } from 'zod'
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import { DataSource } from 'typeorm'
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import { ICommonObject, IDatabaseEntity, IMessage, INodeData } from './Interface'
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import { AES, enc } from 'crypto-js'
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@@ -546,3 +547,30 @@ export const convertChatHistoryToText = (chatHistory: IMessage[] = []): string =
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})
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.join('\n')
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}
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/**
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* Convert schema to zod schema
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* @param {string} schema
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* @returns {ICommonObject}
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*/
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export const convertSchemaToZod = (schema: string) => {
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try {
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const parsedSchema = JSON.parse(schema)
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const zodObj: ICommonObject = {}
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for (const sch of parsedSchema) {
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if (sch.type === 'string') {
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if (sch.required) z.string({ required_error: `${sch.property} required` }).describe(sch.description)
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zodObj[sch.property] = z.string().describe(sch.description)
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} else if (sch.type === 'number') {
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if (sch.required) z.number({ required_error: `${sch.property} required` }).describe(sch.description)
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zodObj[sch.property] = z.number().describe(sch.description)
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} else if (sch.type === 'boolean') {
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if (sch.required) z.boolean({ required_error: `${sch.property} required` }).describe(sch.description)
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zodObj[sch.property] = z.boolean().describe(sch.description)
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}
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}
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return zodObj
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} catch (e) {
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throw new Error(e)
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}
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}
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