mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-28 19:00:59 +03:00
change agent/chain with memory to use runnable
This commit is contained in:
@@ -1,15 +1,9 @@
|
||||
import { INode, INodeData, INodeParams, ICommonObject, IMessage, MessageType, FlowiseMemory, MemoryMethods } from '../../../src/Interface'
|
||||
import {
|
||||
convertBaseMessagetoIMessage,
|
||||
getBaseClasses,
|
||||
getCredentialData,
|
||||
getCredentialParam,
|
||||
serializeChatHistory
|
||||
} from '../../../src/utils'
|
||||
import { Redis } from 'ioredis'
|
||||
import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
|
||||
import { RedisChatMessageHistory, RedisChatMessageHistoryInput } from 'langchain/stores/message/ioredis'
|
||||
import { mapStoredMessageToChatMessage, BaseMessage, AIMessage, HumanMessage } from 'langchain/schema'
|
||||
import { Redis } from 'ioredis'
|
||||
import { INode, INodeData, INodeParams, ICommonObject, MessageType, IMessage, MemoryMethods, FlowiseMemory } from '../../../src/Interface'
|
||||
import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
|
||||
|
||||
class RedisBackedChatMemory_Memory implements INode {
|
||||
label: string
|
||||
@@ -44,7 +38,8 @@ class RedisBackedChatMemory_Memory implements INode {
|
||||
label: 'Session Id',
|
||||
name: 'sessionId',
|
||||
type: 'string',
|
||||
description: 'If not specified, the first CHAT_MESSAGE_ID will be used as sessionId',
|
||||
description:
|
||||
'If not specified, a random id will be used. Learn <a target="_blank" href="https://docs.flowiseai.com/memory/long-term-memory#ui-and-embedded-chat">more</a>',
|
||||
default: '',
|
||||
additionalParams: true,
|
||||
optional: true
|
||||
@@ -78,47 +73,19 @@ class RedisBackedChatMemory_Memory implements INode {
|
||||
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
|
||||
return await initalizeRedis(nodeData, options)
|
||||
}
|
||||
|
||||
//@ts-ignore
|
||||
memoryMethods = {
|
||||
async clearSessionMemory(nodeData: INodeData, options: ICommonObject): Promise<void> {
|
||||
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}`)
|
||||
await redis.clear()
|
||||
options.logger.info(`Successfully cleared Redis memory session ${sessionId ? sessionId : chatId}`)
|
||||
},
|
||||
async getChatMessages(nodeData: INodeData, options: ICommonObject): Promise<string> {
|
||||
const memoryKey = nodeData.inputs?.memoryKey as string
|
||||
const redis = await initalizeRedis(nodeData, options)
|
||||
const key = memoryKey ?? 'chat_history'
|
||||
const memoryResult = await redis.loadMemoryVariables({})
|
||||
return serializeChatHistory(memoryResult[key])
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
const initalizeRedis = async (nodeData: INodeData, options: ICommonObject): Promise<BufferMemory> => {
|
||||
const sessionTTL = nodeData.inputs?.sessionTTL as number
|
||||
const memoryKey = nodeData.inputs?.memoryKey as string
|
||||
const sessionId = nodeData.inputs?.sessionId as string
|
||||
const windowSize = nodeData.inputs?.windowSize as number
|
||||
const chatId = options?.chatId as string
|
||||
|
||||
let isSessionIdUsingChatMessageId = false
|
||||
let sessionId = ''
|
||||
|
||||
if (!nodeData.inputs?.sessionId && chatId) {
|
||||
isSessionIdUsingChatMessageId = true
|
||||
sessionId = chatId
|
||||
} else {
|
||||
sessionId = nodeData.inputs?.sessionId
|
||||
}
|
||||
|
||||
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)
|
||||
@@ -153,7 +120,7 @@ const initalizeRedis = async (nodeData: INodeData, options: ICommonObject): Prom
|
||||
|
||||
const redisChatMessageHistory = new RedisChatMessageHistory(obj)
|
||||
|
||||
redisChatMessageHistory.getMessages = async (): Promise<BaseMessage[]> => {
|
||||
/*redisChatMessageHistory.getMessages = async (): Promise<BaseMessage[]> => {
|
||||
const rawStoredMessages = await client.lrange((redisChatMessageHistory as any).sessionId, windowSize ? -windowSize : 0, -1)
|
||||
const orderedMessages = rawStoredMessages.reverse().map((message) => JSON.parse(message))
|
||||
return orderedMessages.map(mapStoredMessageToChatMessage)
|
||||
@@ -169,44 +136,45 @@ const initalizeRedis = async (nodeData: INodeData, options: ICommonObject): Prom
|
||||
|
||||
redisChatMessageHistory.clear = async (): Promise<void> => {
|
||||
await client.del((redisChatMessageHistory as any).sessionId)
|
||||
}
|
||||
}*/
|
||||
|
||||
const memory = new BufferMemoryExtended({
|
||||
memoryKey: memoryKey ?? 'chat_history',
|
||||
chatHistory: redisChatMessageHistory,
|
||||
isSessionIdUsingChatMessageId,
|
||||
sessionId,
|
||||
windowSize,
|
||||
redisClient: client
|
||||
})
|
||||
|
||||
return memory
|
||||
}
|
||||
|
||||
interface BufferMemoryExtendedInput {
|
||||
isSessionIdUsingChatMessageId: boolean
|
||||
redisClient: Redis
|
||||
sessionId: string
|
||||
windowSize?: number
|
||||
}
|
||||
|
||||
class BufferMemoryExtended extends FlowiseMemory implements MemoryMethods {
|
||||
isSessionIdUsingChatMessageId? = false
|
||||
sessionId = ''
|
||||
redisClient: Redis
|
||||
windowSize?: number
|
||||
|
||||
constructor(fields: BufferMemoryInput & BufferMemoryExtendedInput) {
|
||||
super(fields)
|
||||
this.isSessionIdUsingChatMessageId = fields.isSessionIdUsingChatMessageId
|
||||
this.sessionId = fields.sessionId
|
||||
this.redisClient = fields.redisClient
|
||||
this.windowSize = fields.windowSize
|
||||
}
|
||||
|
||||
async getChatMessages(overrideSessionId = '', returnBaseMessage = false): Promise<IMessage[] | BaseMessage[]> {
|
||||
async getChatMessages(overrideSessionId = '', returnBaseMessages = false): Promise<IMessage[] | BaseMessage[]> {
|
||||
if (!this.redisClient) return []
|
||||
|
||||
const id = overrideSessionId ?? this.sessionId
|
||||
const rawStoredMessages = await this.redisClient.lrange(id, 0, -1)
|
||||
const rawStoredMessages = await this.redisClient.lrange(id, this.windowSize ? this.windowSize * -1 : 0, -1)
|
||||
const orderedMessages = rawStoredMessages.reverse().map((message) => JSON.parse(message))
|
||||
const baseMessages = orderedMessages.map(mapStoredMessageToChatMessage)
|
||||
return returnBaseMessage ? baseMessages : convertBaseMessagetoIMessage(baseMessages)
|
||||
return returnBaseMessages ? baseMessages : convertBaseMessagetoIMessage(baseMessages)
|
||||
}
|
||||
|
||||
async addChatMessages(msgArray: { text: string; type: MessageType }[], overrideSessionId = ''): Promise<void> {
|
||||
@@ -236,10 +204,6 @@ class BufferMemoryExtended extends FlowiseMemory implements MemoryMethods {
|
||||
await this.redisClient.del(id)
|
||||
await this.clear()
|
||||
}
|
||||
|
||||
async resumeMessages(): Promise<void> {
|
||||
return
|
||||
}
|
||||
}
|
||||
|
||||
module.exports = { nodeClass: RedisBackedChatMemory_Memory }
|
||||
|
||||
Reference in New Issue
Block a user