MongoDB Atlas Integration: Adding MongoDB Memory

This commit is contained in:
vinodkiran 2023-11-13 21:46:36 +05:30
parent a311e024e1
commit 77ef39698b
4 changed files with 141 additions and 0 deletions

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import { INodeParams, INodeCredential } from '../src/Interface'
class MongoDBUrlApi implements INodeCredential {
label: string
name: string
version: number
description: string
inputs: INodeParams[]
constructor() {
this.label = 'MongoDB ATLAS'
this.name = 'mongoDBUrlApi'
this.version = 1.0
this.inputs = [
{
label: 'ATLAS Connection URL',
name: 'mongoDBConnectUrl',
type: 'string',
placeholder: 'mongodb+srv://myDatabaseUser:D1fficultP%40ssw0rd@cluster0.example.mongodb.net/?retryWrites=true&w=majority'
}
]
}
}
module.exports = { credClass: MongoDBUrlApi }

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import { getBaseClasses, getCredentialData, getCredentialParam, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
import { MongoDBChatMessageHistory } from 'langchain/stores/message/mongodb'
import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
import { MongoClient } from 'mongodb'
class MongoDB_Memory 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 = 'MongoDB Atlas Chat Memory'
this.name = 'MongoDBAtlasChatMemory'
this.version = 1.0
this.type = 'MongoDBAtlasChatMemory'
this.icon = 'mongodb.png'
this.category = 'Memory'
this.description = 'Stores the conversation in MongoDB Atlas'
this.baseClasses = [this.type, ...getBaseClasses(BufferMemory)]
this.credential = {
label: 'Connect Credential',
name: 'credential',
type: 'credential',
credentialNames: ['mongoDBUrlApi']
}
this.inputs = [
{
label: 'Database',
name: 'databaseName',
placeholder: '<DB_NAME>',
type: 'string'
},
{
label: 'Collection Name',
name: 'collectionName',
placeholder: '<COLLECTION_NAME>',
type: 'string'
},
{
label: 'Session ID',
name: 'sessionId',
type: 'string',
default: '5f9cf7c08d5b1a06b80fae61',
description: 'Must be an Hex String of 24 chars. This will be the objectId of the document in MongoDB Atlas'
},
{
label: 'Memory Key',
name: 'memoryKey',
type: 'string',
default: 'chat_history',
additionalParams: true
}
]
}
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
return initializeMongoDB(nodeData, options)
}
async clearSessionMemory(nodeData: INodeData, options: ICommonObject): Promise<void> {
const mongodbMemory = await initializeMongoDB(nodeData, options)
const sessionId = nodeData.inputs?.sessionId as string
options.logger.info(`Clearing MongoDB memory session ${sessionId}`)
await mongodbMemory.clear()
options.logger.info(`Successfully cleared MongoDB memory session ${sessionId}`)
}
}
const initializeMongoDB = async (nodeData: INodeData, options: ICommonObject): Promise<BufferMemory> => {
const databaseName = nodeData.inputs?.databaseName as string
const collectionName = nodeData.inputs?.collectionName as string
const sessionId = nodeData.inputs?.sessionId as string
const memoryKey = nodeData.inputs?.memoryKey as string
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
let mongoDBConnectUrl = getCredentialParam('mongoDBConnectUrl', credentialData, nodeData)
const client = new MongoClient(mongoDBConnectUrl)
await client.connect()
const collection = client.db(databaseName).collection(collectionName)
const mongoDBChatMessageHistory = new MongoDBChatMessageHistory({
collection,
sessionId: sessionId
})
return new BufferMemoryExtended({
memoryKey,
chatHistory: mongoDBChatMessageHistory,
returnMessages: true,
isSessionIdUsingChatMessageId: false
})
}
interface BufferMemoryExtendedInput {
isSessionIdUsingChatMessageId: boolean
}
class BufferMemoryExtended extends BufferMemory {
isSessionIdUsingChatMessageId? = false
constructor(fields: BufferMemoryInput & Partial<BufferMemoryExtendedInput>) {
super(fields)
this.isSessionIdUsingChatMessageId = fields.isSessionIdUsingChatMessageId
}
}
module.exports = { nodeClass: MongoDB_Memory }

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"llmonitor": "^0.5.5",
"mammoth": "^1.5.1",
"moment": "^2.29.3",
"mongodb": "^6.2.0",
"mysql2": "^3.5.1",
"node-fetch": "^2.6.11",
"node-html-markdown": "^1.3.0",