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Added Upstash Redis Memory support #1002

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Oct 8, 2023
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Original file line number Diff line number Diff line change
@@ -0,0 +1,131 @@
import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { ICommonObject } from '../../../src'
import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
import { UpstashRedisChatMessageHistory, UpstashRedisChatMessageHistoryInput } from "langchain/stores/message/upstash_redis"
import { Redis, RedisConfigNodejs } from '@upstash/redis'

class UpstashRedisBackedChatMemory_Memory implements INode {
label: string
name: string
version: number
description: string
type: string
icon: string
category: string
baseClasses: string[]
inputs: INodeParams[]

constructor() {
this.label = 'Upstash Redis-Backed Chat Memory'
this.name = 'UpstashRedisBackedChatMemory'
this.version = 1.0
this.type = 'UpstashRedisBackedChatMemory'
this.icon = 'upstash.svg'
this.category = 'Memory'
this.description = 'Summarizes the conversation and stores the memory in upstash Redis server'
this.baseClasses = [this.type, ...getBaseClasses(BufferMemory)]
this.inputs = [
{
label: 'Base URL',
name: 'baseURL',
type: 'string',
default: 'redis://localhost:6379'
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},
{
label: 'Token',
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name: 'token',
type: 'string',
default: '********'
},
{
label: 'Session Id',
name: 'sessionId',
type: 'string',
description: 'If not specified, the first CHAT_MESSAGE_ID will be used as sessionId',
default: '',
additionalParams: true,
optional: true
},
{
label: 'Session Timeouts',
name: 'sessionTTL',
type: 'number',
description: 'Omit this parameter to make sessions never expire',
additionalParams: true,
optional: true
},
{
label: 'Memory Key',
name: 'memoryKey',
type: 'string',
default: 'chat_history',
additionalParams: true
}
]
}

async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
return initalizeUpstashRedis(nodeData, options)
}

async clearSessionMemory(nodeData: INodeData, options: ICommonObject): Promise<void> {
const redis = initalizeUpstashRedis(nodeData, options)
const sessionId = nodeData.inputs?.sessionId as string
const chatId = options?.chatId as string
options.logger.info(`Clearing Upstash Redis memory session ${sessionId ? sessionId : chatId}`)
await redis.clear()
options.logger.info(`Successfully cleared Upstash Redis memory session ${sessionId ? sessionId : chatId}`)
}
}

const initalizeUpstashRedis = (nodeData: INodeData, options: ICommonObject): BufferMemory => {
const baseURL = nodeData.inputs?.baseURL as string
const sessionId = nodeData.inputs?.sessionId as string
const sessionTTL = nodeData.inputs?.sessionTTL as number
const memoryKey = nodeData.inputs?.memoryKey as string
const chatId = options?.chatId as string
const token = nodeData.inputs?.token as string

let isSessionIdUsingChatMessageId = false
if (!sessionId && chatId) isSessionIdUsingChatMessageId = true

const upstashRedisConfig = ({ url: baseURL, token }) as RedisConfigNodejs
const redisClient = new Redis(upstashRedisConfig)
let obj: UpstashRedisChatMessageHistoryInput = {
sessionId: sessionId ? sessionId : chatId,
client: redisClient
}

if (sessionTTL) {
obj = {
...obj,
sessionTTL
}
}

const redisChatMessageHistory = new UpstashRedisChatMessageHistory(obj)

const memory = new BufferMemoryExtended({
memoryKey,
chatHistory: redisChatMessageHistory,
returnMessages: true,
isSessionIdUsingChatMessageId
})
return memory
}

interface BufferMemoryExtendedInput {
isSessionIdUsingChatMessageId: boolean
}

class BufferMemoryExtended extends BufferMemory {
isSessionIdUsingChatMessageId? = false

constructor(fields: BufferMemoryInput & Partial<BufferMemoryExtendedInput>) {
super(fields)
this.isSessionIdUsingChatMessageId = fields.isSessionIdUsingChatMessageId
}
}

module.exports = { nodeClass: UpstashRedisBackedChatMemory_Memory }
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3 changes: 2 additions & 1 deletion packages/components/package.json
Original file line number Diff line number Diff line change
Expand Up @@ -64,7 +64,8 @@
"srt-parser-2": "^1.2.3",
"vm2": "^3.9.19",
"weaviate-ts-client": "^1.1.0",
"ws": "^8.9.0"
"ws": "^8.9.0",
"@upstash/redis": "^1.22.1"
},
"devDependencies": {
"@types/gulp": "4.0.9",
Expand Down