Merge pull request #491 from vjsai/main

Added OpenAPIChain
This commit is contained in:
Henry Heng
2023-07-08 23:04:46 +01:00
committed by GitHub
4 changed files with 97 additions and 2 deletions
@@ -0,0 +1,95 @@
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { APIChain, createOpenAPIChain } from 'langchain/chains'
import { CustomChainHandler, getBaseClasses } from '../../../src/utils'
import { ChatOpenAI } from 'langchain/chat_models/openai'
class OpenApiChain_Chains implements INode {
label: string
name: string
type: string
icon: string
category: string
baseClasses: string[]
description: string
inputs: INodeParams[]
constructor() {
this.label = 'OpenAPI Chain'
this.name = 'openApiChain'
this.type = 'openApiChain'
this.icon = 'openapi.png'
this.category = 'Chains'
this.description = 'Chain to run queries against OpenAPI'
this.baseClasses = [this.type, ...getBaseClasses(APIChain)]
this.inputs = [
{
label: 'ChatOpenAI Model',
name: 'model',
type: 'ChatOpenAI'
},
{
label: 'YAML Link',
name: 'yamlLink',
type: 'string',
placeholder: 'https://api.speak.com/openapi.yaml',
description: 'If YAML link is provided, uploaded YAML File will be ignored and YAML link will be used instead'
},
{
label: 'YAML File',
name: 'yamlFile',
type: 'file',
fileType: '.yaml',
description: 'If YAML link is provided, uploaded YAML File will be ignored and YAML link will be used instead'
},
{
label: 'Headers',
name: 'headers',
type: 'json',
additionalParams: true,
optional: true
}
]
}
async init(nodeData: INodeData): Promise<any> {
return await initChain(nodeData)
}
async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string> {
const chain = await initChain(nodeData)
if (options.socketIO && options.socketIOClientId) {
const handler = new CustomChainHandler(options.socketIO, options.socketIOClientId)
const res = await chain.run(input, [handler])
return res
} else {
const res = await chain.run(input)
return res
}
}
}
const initChain = async (nodeData: INodeData) => {
const model = nodeData.inputs?.model as ChatOpenAI
const headers = nodeData.inputs?.headers as string
const yamlLink = nodeData.inputs?.yamlLink as string
const yamlFileBase64 = nodeData.inputs?.yamlFile as string
let yamlString = ''
if (yamlLink) {
yamlString = yamlLink
} else {
const splitDataURI = yamlFileBase64.split(',')
splitDataURI.pop()
const bf = Buffer.from(splitDataURI.pop() || '', 'base64')
yamlString = bf.toString('utf-8')
}
return await createOpenAPIChain(yamlString, {
llm: model,
headers: typeof headers === 'object' ? headers : headers ? JSON.parse(headers) : {},
verbose: process.env.DEBUG === 'true' ? true : false
})
}
module.exports = { nodeClass: OpenApiChain_Chains }
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@@ -1,5 +1,5 @@
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { SqlDatabaseChain, SqlDatabaseChainInput } from 'langchain/chains'
import { SqlDatabaseChain, SqlDatabaseChainInput } from 'langchain/chains/sql_db'
import { CustomChainHandler, getBaseClasses } from '../../../src/utils'
import { DataSource } from 'typeorm'
import { SqlDatabase } from 'langchain/sql_db'
+1 -1
View File
@@ -35,7 +35,7 @@
"form-data": "^4.0.0",
"graphql": "^16.6.0",
"html-to-text": "^9.0.5",
"langchain": "^0.0.96",
"langchain": "^0.0.104",
"linkifyjs": "^4.1.1",
"mammoth": "^1.5.1",
"moment": "^2.29.3",