Merge pull request #1118 from FlowiseAI/bugfix/RedisBackedChatMessage

Feature/Add Redis Backed Chat Message fix
This commit is contained in:
Henry Heng
2023-10-25 13:28:25 +01:00
committed by GitHub
@@ -1,9 +1,9 @@
import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { ICommonObject } from '../../../src'
import { INode, INodeData, INodeParams, ICommonObject } from '../../../src/Interface'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
import { RedisChatMessageHistory, RedisChatMessageHistoryInput } from 'langchain/stores/message/redis'
import { createClient } from 'redis'
import { RedisChatMessageHistory, RedisChatMessageHistoryInput } from 'langchain/stores/message/ioredis'
import { mapStoredMessageToChatMessage, BaseMessage } from 'langchain/schema'
import { Redis } from 'ioredis'
class RedisBackedChatMemory_Memory implements INode {
label: string
@@ -15,23 +15,25 @@ class RedisBackedChatMemory_Memory implements INode {
category: string
baseClasses: string[]
inputs: INodeParams[]
credential: INodeParams
constructor() {
this.label = 'Redis-Backed Chat Memory'
this.name = 'RedisBackedChatMemory'
this.version = 1.0
this.version = 2.0
this.type = 'RedisBackedChatMemory'
this.icon = 'redis.svg'
this.category = 'Memory'
this.description = 'Summarizes the conversation and stores the memory in Redis server'
this.baseClasses = [this.type, ...getBaseClasses(BufferMemory)]
this.credential = {
label: 'Connect Credential',
name: 'credential',
type: 'credential',
optional: true,
credentialNames: ['redisCacheApi', 'redisCacheUrlApi']
}
this.inputs = [
{
label: 'Base URL',
name: 'baseURL',
type: 'string',
default: 'redis://localhost:6379'
},
{
label: 'Session Id',
name: 'sessionId',
@@ -60,11 +62,11 @@ class RedisBackedChatMemory_Memory implements INode {
}
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
return initalizeRedis(nodeData, options)
return await initalizeRedis(nodeData, options)
}
async clearSessionMemory(nodeData: INodeData, options: ICommonObject): Promise<void> {
const redis = initalizeRedis(nodeData, options)
const redis = await initalizeRedis(nodeData, options)
const sessionId = nodeData.inputs?.sessionId as string
const chatId = options?.chatId as string
options.logger.info(`Clearing Redis memory session ${sessionId ? sessionId : chatId}`)
@@ -73,8 +75,7 @@ class RedisBackedChatMemory_Memory implements INode {
}
}
const initalizeRedis = (nodeData: INodeData, options: ICommonObject): BufferMemory => {
const baseURL = nodeData.inputs?.baseURL as string
const initalizeRedis = async (nodeData: INodeData, options: ICommonObject): Promise<BufferMemory> => {
const sessionId = nodeData.inputs?.sessionId as string
const sessionTTL = nodeData.inputs?.sessionTTL as number
const memoryKey = nodeData.inputs?.memoryKey as string
@@ -83,10 +84,29 @@ const initalizeRedis = (nodeData: INodeData, options: ICommonObject): BufferMemo
let isSessionIdUsingChatMessageId = false
if (!sessionId && chatId) isSessionIdUsingChatMessageId = true
const redisClient = createClient({ url: baseURL })
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const redisUrl = getCredentialParam('redisUrl', credentialData, nodeData)
let client: Redis
if (!redisUrl || redisUrl === '') {
const username = getCredentialParam('redisCacheUser', credentialData, nodeData)
const password = getCredentialParam('redisCachePwd', credentialData, nodeData)
const portStr = getCredentialParam('redisCachePort', credentialData, nodeData)
const host = getCredentialParam('redisCacheHost', credentialData, nodeData)
client = new Redis({
port: portStr ? parseInt(portStr) : 6379,
host,
username,
password
})
} else {
client = new Redis(redisUrl)
}
let obj: RedisChatMessageHistoryInput = {
sessionId: sessionId ? sessionId : chatId,
client: redisClient
client
}
if (sessionTTL) {
@@ -98,6 +118,24 @@ const initalizeRedis = (nodeData: INodeData, options: ICommonObject): BufferMemo
const redisChatMessageHistory = new RedisChatMessageHistory(obj)
redisChatMessageHistory.getMessages = async (): Promise<BaseMessage[]> => {
const rawStoredMessages = await client.lrange(sessionId ? sessionId : chatId, 0, -1)
const orderedMessages = rawStoredMessages.reverse().map((message) => JSON.parse(message))
return orderedMessages.map(mapStoredMessageToChatMessage)
}
redisChatMessageHistory.addMessage = async (message: BaseMessage): Promise<void> => {
const messageToAdd = [message].map((msg) => msg.toDict())
await client.lpush(sessionId ? sessionId : chatId, JSON.stringify(messageToAdd[0]))
if (sessionTTL) {
await client.expire(sessionId ? sessionId : chatId, sessionTTL)
}
}
redisChatMessageHistory.clear = async (): Promise<void> => {
await client.del(sessionId ? sessionId : chatId)
}
const memory = new BufferMemoryExtended({
memoryKey,
chatHistory: redisChatMessageHistory,