mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-22 09:01:09 +03:00
Chore/MongoDB Connection (#3469)
getting rid of singleton design and properly close connection after every interaction
This commit is contained in:
@@ -1,5 +1,4 @@
|
||||
import { MongoClient, Collection, Document } from 'mongodb'
|
||||
import { MongoDBChatMessageHistory } from '@langchain/mongodb'
|
||||
import { MongoClient } from 'mongodb'
|
||||
import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
|
||||
import { mapStoredMessageToChatMessage, AIMessage, HumanMessage, BaseMessage } from '@langchain/core/messages'
|
||||
import {
|
||||
@@ -7,28 +6,13 @@ import {
|
||||
getBaseClasses,
|
||||
getCredentialData,
|
||||
getCredentialParam,
|
||||
getVersion,
|
||||
mapChatMessageToBaseMessage
|
||||
} from '../../../src/utils'
|
||||
import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface'
|
||||
|
||||
let mongoClientSingleton: MongoClient
|
||||
let mongoUrl: string
|
||||
// TODO: Add ability to specify env variable and use singleton pattern (i.e initialize MongoDB on server and pass to component)
|
||||
|
||||
const getMongoClient = async (newMongoUrl: string) => {
|
||||
if (!mongoClientSingleton) {
|
||||
// if client does not exist
|
||||
mongoClientSingleton = new MongoClient(newMongoUrl)
|
||||
mongoUrl = newMongoUrl
|
||||
return mongoClientSingleton
|
||||
} else if (mongoClientSingleton && newMongoUrl !== mongoUrl) {
|
||||
// if client exists but url changed
|
||||
mongoClientSingleton.close()
|
||||
mongoClientSingleton = new MongoClient(newMongoUrl)
|
||||
mongoUrl = newMongoUrl
|
||||
return mongoClientSingleton
|
||||
}
|
||||
return mongoClientSingleton
|
||||
}
|
||||
class MongoDB_Memory implements INode {
|
||||
label: string
|
||||
name: string
|
||||
@@ -102,62 +86,43 @@ const initializeMongoDB = async (nodeData: INodeData, options: ICommonObject): P
|
||||
|
||||
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
|
||||
const mongoDBConnectUrl = getCredentialParam('mongoDBConnectUrl', credentialData, nodeData)
|
||||
|
||||
const client = await getMongoClient(mongoDBConnectUrl)
|
||||
const collection = client.db(databaseName).collection(collectionName)
|
||||
|
||||
const mongoDBChatMessageHistory = new MongoDBChatMessageHistory({
|
||||
collection,
|
||||
sessionId
|
||||
})
|
||||
|
||||
// @ts-ignore
|
||||
mongoDBChatMessageHistory.getMessages = async (): Promise<BaseMessage[]> => {
|
||||
const document = await collection.findOne({
|
||||
sessionId: (mongoDBChatMessageHistory as any).sessionId
|
||||
})
|
||||
const messages = document?.messages || []
|
||||
return messages.map(mapStoredMessageToChatMessage)
|
||||
}
|
||||
|
||||
// @ts-ignore
|
||||
mongoDBChatMessageHistory.addMessage = async (message: BaseMessage): Promise<void> => {
|
||||
const messages = [message].map((msg) => msg.toDict())
|
||||
await collection.updateOne(
|
||||
{ sessionId: (mongoDBChatMessageHistory as any).sessionId },
|
||||
{
|
||||
$push: { messages: { $each: messages } }
|
||||
},
|
||||
{ upsert: true }
|
||||
)
|
||||
}
|
||||
|
||||
mongoDBChatMessageHistory.clear = async (): Promise<void> => {
|
||||
await collection.deleteOne({ sessionId: (mongoDBChatMessageHistory as any).sessionId })
|
||||
}
|
||||
const driverInfo = { name: 'Flowise', version: (await getVersion()).version }
|
||||
|
||||
return new BufferMemoryExtended({
|
||||
memoryKey: memoryKey ?? 'chat_history',
|
||||
// @ts-ignore
|
||||
chatHistory: mongoDBChatMessageHistory,
|
||||
sessionId,
|
||||
collection
|
||||
mongoConnection: {
|
||||
databaseName,
|
||||
collectionName,
|
||||
mongoDBConnectUrl,
|
||||
driverInfo
|
||||
}
|
||||
})
|
||||
}
|
||||
|
||||
interface BufferMemoryExtendedInput {
|
||||
collection: Collection<Document>
|
||||
sessionId: string
|
||||
mongoConnection: {
|
||||
databaseName: string
|
||||
collectionName: string
|
||||
mongoDBConnectUrl: string
|
||||
driverInfo: { name: string; version: string }
|
||||
}
|
||||
}
|
||||
|
||||
class BufferMemoryExtended extends FlowiseMemory implements MemoryMethods {
|
||||
sessionId = ''
|
||||
collection: Collection<Document>
|
||||
mongoConnection: {
|
||||
databaseName: string
|
||||
collectionName: string
|
||||
mongoDBConnectUrl: string
|
||||
driverInfo: { name: string; version: string }
|
||||
}
|
||||
|
||||
constructor(fields: BufferMemoryInput & BufferMemoryExtendedInput) {
|
||||
super(fields)
|
||||
this.sessionId = fields.sessionId
|
||||
this.collection = fields.collection
|
||||
this.mongoConnection = fields.mongoConnection
|
||||
}
|
||||
|
||||
async getChatMessages(
|
||||
@@ -165,20 +130,24 @@ class BufferMemoryExtended extends FlowiseMemory implements MemoryMethods {
|
||||
returnBaseMessages = false,
|
||||
prependMessages?: IMessage[]
|
||||
): Promise<IMessage[] | BaseMessage[]> {
|
||||
if (!this.collection) return []
|
||||
const client = new MongoClient(this.mongoConnection.mongoDBConnectUrl, { driverInfo: this.mongoConnection.driverInfo })
|
||||
const collection = client.db(this.mongoConnection.databaseName).collection(this.mongoConnection.collectionName)
|
||||
|
||||
const id = overrideSessionId ? overrideSessionId : this.sessionId
|
||||
const document = await this.collection.findOne({ sessionId: id })
|
||||
const document = await collection.findOne({ sessionId: id })
|
||||
const messages = document?.messages || []
|
||||
const baseMessages = messages.map(mapStoredMessageToChatMessage)
|
||||
if (prependMessages?.length) {
|
||||
baseMessages.unshift(...(await mapChatMessageToBaseMessage(prependMessages)))
|
||||
}
|
||||
|
||||
await client.close()
|
||||
return returnBaseMessages ? baseMessages : convertBaseMessagetoIMessage(baseMessages)
|
||||
}
|
||||
|
||||
async addChatMessages(msgArray: { text: string; type: MessageType }[], overrideSessionId = ''): Promise<void> {
|
||||
if (!this.collection) return
|
||||
const client = new MongoClient(this.mongoConnection.mongoDBConnectUrl, { driverInfo: this.mongoConnection.driverInfo })
|
||||
const collection = client.db(this.mongoConnection.databaseName).collection(this.mongoConnection.collectionName)
|
||||
|
||||
const id = overrideSessionId ? overrideSessionId : this.sessionId
|
||||
const input = msgArray.find((msg) => msg.type === 'userMessage')
|
||||
@@ -187,7 +156,7 @@ class BufferMemoryExtended extends FlowiseMemory implements MemoryMethods {
|
||||
if (input) {
|
||||
const newInputMessage = new HumanMessage(input.text)
|
||||
const messageToAdd = [newInputMessage].map((msg) => msg.toDict())
|
||||
await this.collection.updateOne(
|
||||
await collection.updateOne(
|
||||
{ sessionId: id },
|
||||
{
|
||||
$push: { messages: { $each: messageToAdd } }
|
||||
@@ -199,7 +168,7 @@ class BufferMemoryExtended extends FlowiseMemory implements MemoryMethods {
|
||||
if (output) {
|
||||
const newOutputMessage = new AIMessage(output.text)
|
||||
const messageToAdd = [newOutputMessage].map((msg) => msg.toDict())
|
||||
await this.collection.updateOne(
|
||||
await collection.updateOne(
|
||||
{ sessionId: id },
|
||||
{
|
||||
$push: { messages: { $each: messageToAdd } }
|
||||
@@ -207,14 +176,19 @@ class BufferMemoryExtended extends FlowiseMemory implements MemoryMethods {
|
||||
{ upsert: true }
|
||||
)
|
||||
}
|
||||
|
||||
await client.close()
|
||||
}
|
||||
|
||||
async clearChatMessages(overrideSessionId = ''): Promise<void> {
|
||||
if (!this.collection) return
|
||||
const client = new MongoClient(this.mongoConnection.mongoDBConnectUrl, { driverInfo: this.mongoConnection.driverInfo })
|
||||
const collection = client.db(this.mongoConnection.databaseName).collection(this.mongoConnection.collectionName)
|
||||
|
||||
const id = overrideSessionId ? overrideSessionId : this.sessionId
|
||||
await this.collection.deleteOne({ sessionId: id })
|
||||
await collection.deleteOne({ sessionId: id })
|
||||
await this.clear()
|
||||
|
||||
await client.close()
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
Reference in New Issue
Block a user