Files
Flowise/packages/components/nodes/tools/OpenAPIToolkit/OpenAPIToolkit.ts
T
owengo e58c8b953d Several features for OpenAPI toolkit and OpenAI Assistants (#3989)
* Allows 'x-strict' attribute in OpenAPI spec tool and other json spec objects, this allows the OpenAI Assistant to have function calls with 'strict' mode. Also allows the OpenAI assistant to call several tools in the same run. And adds a checkbox 'remove Nulls' for the OpenAPI toolkit so that parameters with null values are not passed to the backend api.

* fix lint errors

---------

Co-authored-by: Olivier Schiavo <olivier.schiavo@wengo.com>
2025-02-28 12:05:57 +00:00

327 lines
13 KiB
TypeScript

import { load } from 'js-yaml'
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { getFileFromStorage, getVars, IDatabaseEntity, IVariable } from '../../../src'
import $RefParser from '@apidevtools/json-schema-ref-parser'
import { z, ZodSchema, ZodTypeAny } from 'zod'
import { defaultCode, DynamicStructuredTool, howToUseCode } from './core'
import { DataSource } from 'typeorm'
class OpenAPIToolkit_Tools implements INode {
label: string
name: string
version: number
description: string
type: string
icon: string
category: string
baseClasses: string[]
credential: INodeParams
inputs: INodeParams[]
constructor() {
this.label = 'OpenAPI Toolkit'
this.name = 'openAPIToolkit'
this.version = 2.0
this.type = 'OpenAPIToolkit'
this.icon = 'openapi.svg'
this.category = 'Tools'
this.description = 'Load OpenAPI specification, and converts each API endpoint to a tool'
this.inputs = [
{
label: 'YAML File',
name: 'yamlFile',
type: 'file',
fileType: '.yaml'
},
{
label: 'Return Direct',
name: 'returnDirect',
description: 'Return the output of the tool directly to the user',
type: 'boolean',
optional: true
},
{
label: 'Headers',
name: 'headers',
type: 'json',
description: 'Request headers to be sent with the API request. For example, {"Authorization": "Bearer token"}',
additionalParams: true,
optional: true
},
{
label: 'Remove null parameters',
name: 'removeNulls',
type: 'boolean',
optional: true,
description: 'Remove all keys with null values from the parsed arguments'
},
{
label: 'Custom Code',
name: 'customCode',
type: 'code',
hint: {
label: 'How to use',
value: howToUseCode
},
codeExample: defaultCode,
description: `Custom code to return the output of the tool. The code should be a function that takes in the input and returns a string`,
hideCodeExecute: true,
default: defaultCode,
additionalParams: true
}
]
this.baseClasses = [this.type, 'Tool']
}
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
const toolReturnDirect = nodeData.inputs?.returnDirect as boolean
const yamlFileBase64 = nodeData.inputs?.yamlFile as string
const customCode = nodeData.inputs?.customCode as string
const _headers = nodeData.inputs?.headers as string
const removeNulls = nodeData.inputs?.removeNulls as boolean
const headers = typeof _headers === 'object' ? _headers : _headers ? JSON.parse(_headers) : {}
let data
if (yamlFileBase64.startsWith('FILE-STORAGE::')) {
const file = yamlFileBase64.replace('FILE-STORAGE::', '')
const chatflowid = options.chatflowid
const fileData = await getFileFromStorage(file, chatflowid)
const utf8String = fileData.toString('utf-8')
data = load(utf8String)
} else {
const splitDataURI = yamlFileBase64.split(',')
splitDataURI.pop()
const bf = Buffer.from(splitDataURI.pop() || '', 'base64')
const utf8String = bf.toString('utf-8')
data = load(utf8String)
}
if (!data) {
throw new Error('Failed to load OpenAPI spec')
}
const _data: any = await $RefParser.dereference(data)
const baseUrl = _data.servers[0]?.url
if (!baseUrl) {
throw new Error('OpenAPI spec does not contain a server URL')
}
const appDataSource = options.appDataSource as DataSource
const databaseEntities = options.databaseEntities as IDatabaseEntity
const variables = await getVars(appDataSource, databaseEntities, nodeData)
const flow = { chatflowId: options.chatflowid }
const tools = getTools(_data.paths, baseUrl, headers, variables, flow, toolReturnDirect, customCode, removeNulls)
return tools
}
}
const jsonSchemaToZodSchema = (schema: any, requiredList: string[], keyName: string): ZodSchema<any> => {
if (schema.properties) {
// Handle object types by recursively processing properties
const zodShape: Record<string, ZodTypeAny> = {}
for (const key in schema.properties) {
zodShape[key] = jsonSchemaToZodSchema(schema.properties[key], requiredList, key)
}
return z.object(zodShape)
} else if (schema.oneOf || schema.anyOf) {
// Handle oneOf/anyOf by mapping each option to a Zod schema
const schemas = schema.oneOf || schema.anyOf
const zodSchemas = schemas.map((subSchema: any) => jsonSchemaToZodSchema(subSchema, requiredList, keyName))
return z.union(zodSchemas).describe(schema?.description ?? schema?.title ?? keyName)
} else if (schema.enum) {
// Handle enum types with their title and description
return requiredList.includes(keyName)
? z.enum(schema.enum).describe(schema?.description ?? schema?.title ?? keyName)
: z
.enum(schema.enum)
.describe(schema?.description ?? schema?.title ?? keyName)
.optional()
} else if (schema.type === 'string') {
return requiredList.includes(keyName)
? z.string({ required_error: `${keyName} required` }).describe(schema?.description ?? keyName)
: z
.string()
.describe(schema?.description ?? keyName)
.optional()
} else if (schema.type === 'array') {
return z.array(jsonSchemaToZodSchema(schema.items, requiredList, keyName))
} else if (schema.type === 'boolean') {
return requiredList.includes(keyName)
? z.boolean({ required_error: `${keyName} required` }).describe(schema?.description ?? keyName)
: z
.boolean()
.describe(schema?.description ?? keyName)
.optional()
} else if (schema.type === 'number') {
let numberSchema = z.number()
if (typeof schema.minimum === 'number') {
numberSchema = numberSchema.min(schema.minimum)
}
if (typeof schema.maximum === 'number') {
numberSchema = numberSchema.max(schema.maximum)
}
return requiredList.includes(keyName)
? numberSchema.describe(schema?.description ?? keyName)
: numberSchema.describe(schema?.description ?? keyName).optional()
} else if (schema.type === 'integer') {
let numberSchema = z.number().int()
return requiredList.includes(keyName)
? numberSchema.describe(schema?.description ?? keyName)
: numberSchema.describe(schema?.description ?? keyName).optional()
} else if (schema.type === 'null') {
return z.null()
}
console.error(`jsonSchemaToZodSchema returns UNKNOWN! ${keyName}`, schema)
// Fallback to unknown type if unrecognized
return z.unknown()
}
const extractParameters = (param: ICommonObject, paramZodObj: ICommonObject) => {
const paramSchema = param.schema
const paramName = param.name
const paramDesc = paramSchema.description || paramSchema.title || param.description || param.name
if (paramSchema.enum) {
const enumValues = paramSchema.enum as string[]
// Combine title and description from schema
const enumDesc = [paramSchema.title, paramSchema.description, `Valid values: ${enumValues.join(', ')}`].filter(Boolean).join('. ')
if (param.required) {
paramZodObj[paramName] = z.enum(enumValues as [string, ...string[]]).describe(enumDesc)
} else {
paramZodObj[paramName] = z
.enum(enumValues as [string, ...string[]])
.describe(enumDesc)
.optional()
}
return paramZodObj
} else if (paramSchema.type === 'string') {
if (param.required) {
paramZodObj[paramName] = z.string({ required_error: `${paramName} required` }).describe(paramDesc)
} else {
paramZodObj[paramName] = z.string().describe(paramDesc).optional()
}
} else if (paramSchema.type === 'number') {
if (param.required) {
paramZodObj[paramName] = z.number({ required_error: `${paramName} required` }).describe(paramDesc)
} else {
paramZodObj[paramName] = z.number().describe(paramDesc).optional()
}
} else if (paramSchema.type === 'boolean') {
if (param.required) {
paramZodObj[paramName] = z.boolean({ required_error: `${paramName} required` }).describe(paramDesc)
} else {
paramZodObj[paramName] = z.boolean().describe(paramDesc).optional()
}
} else if (paramSchema.anyOf || paramSchema.type === 'anyOf') {
// Handle anyOf by using jsonSchemaToZodSchema
const requiredList = param.required ? [paramName] : []
paramZodObj[paramName] = jsonSchemaToZodSchema(paramSchema, requiredList, paramName)
}
return paramZodObj
}
const getTools = (
paths: any[],
baseUrl: string,
headers: ICommonObject,
variables: IVariable[],
flow: ICommonObject,
returnDirect: boolean,
customCode?: string,
removeNulls?: boolean
) => {
const tools = []
for (const path in paths) {
// example of path: "/engines"
const methods = paths[path]
for (const method in methods) {
// example of method: "get"
const spec = methods[method]
const toolName = spec.operationId
const toolDesc = spec.description || spec.summary || toolName
let zodObj: ICommonObject = {}
if (spec.parameters) {
// Get parameters with in = path
let paramZodObjPath: ICommonObject = {}
for (const param of spec.parameters.filter((param: any) => param.in === 'path')) {
paramZodObjPath = extractParameters(param, paramZodObjPath)
}
// Get parameters with in = query
let paramZodObjQuery: ICommonObject = {}
for (const param of spec.parameters.filter((param: any) => param.in === 'query')) {
paramZodObjQuery = extractParameters(param, paramZodObjQuery)
}
// Combine path and query parameters
zodObj = {
...zodObj,
PathParameters: z.object(paramZodObjPath),
QueryParameters: z.object(paramZodObjQuery)
}
}
if (spec.requestBody) {
let content: any = {}
if (spec.requestBody.content['application/json']) {
content = spec.requestBody.content['application/json']
} else if (spec.requestBody.content['application/x-www-form-urlencoded']) {
content = spec.requestBody.content['application/x-www-form-urlencoded']
} else if (spec.requestBody.content['multipart/form-data']) {
content = spec.requestBody.content['multipart/form-data']
} else if (spec.requestBody.content['text/plain']) {
content = spec.requestBody.content['text/plain']
}
const requestBodySchema = content.schema
if (requestBodySchema) {
const requiredList = requestBodySchema.required || []
const requestBodyZodObj = jsonSchemaToZodSchema(requestBodySchema, requiredList, 'properties')
zodObj = {
...zodObj,
RequestBody: requestBodyZodObj
}
} else {
zodObj = {
...zodObj,
input: z.string().describe('Query input').optional()
}
}
}
if (!spec.parameters && !spec.requestBody) {
zodObj = {
input: z.string().describe('Query input').optional()
}
}
const toolObj = {
name: toolName,
description: toolDesc,
schema: z.object(zodObj),
baseUrl: `${baseUrl}${path}`,
method: method,
headers,
customCode,
strict: spec['x-strict'] === true,
removeNulls
}
const dynamicStructuredTool = new DynamicStructuredTool(toolObj)
dynamicStructuredTool.setVariables(variables)
dynamicStructuredTool.setFlowObject(flow)
dynamicStructuredTool.returnDirect = returnDirect
tools.push(dynamicStructuredTool)
}
}
return tools
}
module.exports = { nodeClass: OpenAPIToolkit_Tools }