mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-28 17:01:00 +03:00
update all memory nodes
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@@ -1,17 +1,15 @@
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import { MongoClient, Collection, Document } from 'mongodb'
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import { MongoDBChatMessageHistory } from 'langchain/stores/message/mongodb'
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import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
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import { mapStoredMessageToChatMessage, AIMessage, HumanMessage, BaseMessage } from 'langchain/schema'
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import {
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convertBaseMessagetoIMessage,
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getBaseClasses,
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getCredentialData,
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getCredentialParam,
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ICommonObject,
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INode,
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INodeData,
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INodeParams,
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serializeChatHistory
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} from '../../../src'
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import { MongoDBChatMessageHistory } from 'langchain/stores/message/mongodb'
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import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
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import { BaseMessage, mapStoredMessageToChatMessage } from 'langchain/schema'
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import { MongoClient } from 'mongodb'
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} from '../../../src/utils'
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import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface'
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class MongoDB_Memory implements INode {
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label: string
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@@ -99,23 +97,30 @@ class MongoDB_Memory implements INode {
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const initializeMongoDB = async (nodeData: INodeData, options: ICommonObject): Promise<BufferMemory> => {
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const databaseName = nodeData.inputs?.databaseName as string
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const collectionName = nodeData.inputs?.collectionName as string
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const sessionId = nodeData.inputs?.sessionId as string
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const memoryKey = nodeData.inputs?.memoryKey as string
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const chatId = options?.chatId as string
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let isSessionIdUsingChatMessageId = false
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if (!sessionId && chatId) isSessionIdUsingChatMessageId = true
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let sessionId = ''
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if (!nodeData.inputs?.sessionId && chatId) {
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isSessionIdUsingChatMessageId = true
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sessionId = chatId
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} else {
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sessionId = nodeData.inputs?.sessionId
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}
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const credentialData = await getCredentialData(nodeData.credential ?? '', options)
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let mongoDBConnectUrl = getCredentialParam('mongoDBConnectUrl', credentialData, nodeData)
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const mongoDBConnectUrl = getCredentialParam('mongoDBConnectUrl', credentialData, nodeData)
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const client = new MongoClient(mongoDBConnectUrl)
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await client.connect()
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const collection = client.db(databaseName).collection(collectionName)
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const mongoDBChatMessageHistory = new MongoDBChatMessageHistory({
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collection,
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sessionId: sessionId ? sessionId : chatId
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sessionId
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})
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mongoDBChatMessageHistory.getMessages = async (): Promise<BaseMessage[]> => {
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@@ -144,20 +149,77 @@ const initializeMongoDB = async (nodeData: INodeData, options: ICommonObject): P
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return new BufferMemoryExtended({
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memoryKey: memoryKey ?? 'chat_history',
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chatHistory: mongoDBChatMessageHistory,
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isSessionIdUsingChatMessageId
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isSessionIdUsingChatMessageId,
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sessionId,
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collection
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})
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}
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interface BufferMemoryExtendedInput {
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isSessionIdUsingChatMessageId: boolean
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collection: Collection<Document>
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sessionId: string
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}
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class BufferMemoryExtended extends BufferMemory {
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class BufferMemoryExtended extends FlowiseMemory implements MemoryMethods {
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sessionId = ''
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collection: Collection<Document>
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isSessionIdUsingChatMessageId? = false
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constructor(fields: BufferMemoryInput & Partial<BufferMemoryExtendedInput>) {
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constructor(fields: BufferMemoryInput & BufferMemoryExtendedInput) {
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super(fields)
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this.isSessionIdUsingChatMessageId = fields.isSessionIdUsingChatMessageId
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this.sessionId = fields.sessionId
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this.collection = fields.collection
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}
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async getChatMessages(overrideSessionId = '', returnBaseMessages = false): Promise<IMessage[] | BaseMessage[]> {
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if (!this.collection) return []
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const id = overrideSessionId ?? this.sessionId
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const document = await this.collection.findOne({ sessionId: id })
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const messages = document?.messages || []
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const baseMessages = messages.map(mapStoredMessageToChatMessage)
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return returnBaseMessages ? baseMessages : convertBaseMessagetoIMessage(baseMessages)
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}
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async addChatMessages(msgArray: { text: string; type: MessageType }[], overrideSessionId = ''): Promise<void> {
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if (!this.collection) return
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const id = overrideSessionId ?? this.sessionId
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const input = msgArray.find((msg) => msg.type === 'userMessage')
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const output = msgArray.find((msg) => msg.type === 'apiMessage')
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if (input) {
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const newInputMessage = new HumanMessage(input.text)
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const messageToAdd = [newInputMessage].map((msg) => msg.toDict())
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await this.collection.updateOne(
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{ sessionId: id },
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{
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$push: { messages: { $each: messageToAdd } }
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},
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{ upsert: true }
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)
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}
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if (output) {
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const newOutputMessage = new AIMessage(output.text)
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const messageToAdd = [newOutputMessage].map((msg) => msg.toDict())
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await this.collection.updateOne(
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{ sessionId: id },
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{
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$push: { messages: { $each: messageToAdd } }
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},
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{ upsert: true }
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)
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}
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}
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async clearChatMessages(overrideSessionId = ''): Promise<void> {
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if (!this.collection) return
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const id = overrideSessionId ?? this.sessionId
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await this.collection.deleteOne({ sessionId: id })
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await this.clear()
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}
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}
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