Added OpenAPI chain

This commit is contained in:
vjsai 2023-07-06 18:28:33 +05:30
parent c78c74f73d
commit c78ca494f5
3 changed files with 86 additions and 2 deletions

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@ -0,0 +1,84 @@
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 = 'apichain.svg'
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 File',
name: 'yamlFile',
type: 'file',
fileType: '.yaml'
},
{
label: 'Headers',
name: 'headers',
type: 'json',
additionalParams: true,
optional: true
}
]
}
async init(nodeData: INodeData): Promise<any> {
const model = nodeData.inputs?.model as ChatOpenAI
const headers = nodeData.inputs?.headers as Record<string, string>
const yamlFileBase64 = nodeData.inputs?.yamlFile as string
const splitDataURI = yamlFileBase64.split(',')
splitDataURI.pop()
const bf = Buffer.from(splitDataURI.pop() || '', 'base64')
const utf8String = bf.toString('utf-8')
const chain = await createOpenAPIChain(utf8String, {
llm: model,
headers
})
return chain
}
async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string> {
const model = nodeData.inputs?.model as ChatOpenAI
const headers = nodeData.inputs?.headers as Record<string, string>
const yamlFileBase64 = nodeData.inputs?.yamlFile as string
const splitDataURI = yamlFileBase64.split(',')
splitDataURI.pop()
const bf = Buffer.from(splitDataURI.pop() || '', 'base64')
const utf8String = bf.toString('utf-8')
const chain = await createOpenAPIChain(utf8String, {
llm: model,
headers
})
if (options.socketIO && options.socketIOClientId) {
const handler = new CustomChainHandler(options.socketIO, options.socketIOClientId, 2)
const res = await chain.run(input, [handler])
return res
} else {
const res = await chain.run(input)
return res
}
}
}
module.exports = { nodeClass: OpenApiChain_Chains }

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@ -1,5 +1,5 @@
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface' 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 { CustomChainHandler, getBaseClasses } from '../../../src/utils'
import { DataSource } from 'typeorm' import { DataSource } from 'typeorm'
import { SqlDatabase } from 'langchain/sql_db' import { SqlDatabase } from 'langchain/sql_db'

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@ -35,7 +35,7 @@
"form-data": "^4.0.0", "form-data": "^4.0.0",
"graphql": "^16.6.0", "graphql": "^16.6.0",
"html-to-text": "^9.0.5", "html-to-text": "^9.0.5",
"langchain": "^0.0.96", "langchain": "^0.0.103",
"linkifyjs": "^4.1.1", "linkifyjs": "^4.1.1",
"mammoth": "^1.5.1", "mammoth": "^1.5.1",
"moment": "^2.29.3", "moment": "^2.29.3",