MongoDB Atlas Integration: Adding MongoDB Memory

2026-06-22 09:01:09 +03:00 · 2023-11-13 21:46:36 +05:30
parent a311e024e1
commit 77ef39698b
4 changed files with 141 additions and 0 deletions
@@ -0,0 +1,115 @@
+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 }