mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-28 17:01:00 +03:00
change agent/chain with memory to use runnable
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@@ -2,7 +2,7 @@ import { IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } f
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import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
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import { ZepMemory, ZepMemoryInput } from 'langchain/memory/zep'
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import { ICommonObject } from '../../../src'
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import { InputValues, MemoryVariables, OutputValues, getBufferString } from 'langchain/memory'
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import { InputValues, MemoryVariables, OutputValues } from 'langchain/memory'
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import { BaseMessage } from 'langchain/schema'
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class ZepMemory_Memory implements INode {
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@@ -55,10 +55,9 @@ class ZepMemory_Memory implements INode {
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label: 'Size',
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name: 'k',
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type: 'number',
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placeholder: '10',
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default: '10',
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description: 'Window of size k to surface the last k back-and-forth to use as memory.',
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additionalParams: true,
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optional: true
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additionalParams: true
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},
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{
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label: 'AI Prefix',
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@@ -101,27 +100,6 @@ class ZepMemory_Memory implements INode {
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async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
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return await initalizeZep(nodeData, options)
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}
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//@ts-ignore
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memoryMethods = {
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async clearSessionMemory(nodeData: INodeData, options: ICommonObject): Promise<void> {
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const zep = await initalizeZep(nodeData, options)
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const sessionId = nodeData.inputs?.sessionId as string
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const chatId = options?.chatId as string
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options.logger.info(`Clearing Zep memory session ${sessionId ? sessionId : chatId}`)
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await zep.clear()
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options.logger.info(`Successfully cleared Zep memory session ${sessionId ? sessionId : chatId}`)
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},
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async getChatMessages(nodeData: INodeData, options: ICommonObject): Promise<string> {
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const memoryKey = nodeData.inputs?.memoryKey as string
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const aiPrefix = nodeData.inputs?.aiPrefix as string
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const humanPrefix = nodeData.inputs?.humanPrefix as string
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const zep = await initalizeZep(nodeData, options)
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const key = memoryKey ?? 'chat_history'
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const memoryResult = await zep.loadMemoryVariables({})
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return getBufferString(memoryResult[key], humanPrefix, aiPrefix)
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}
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}
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}
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const initalizeZep = async (nodeData: INodeData, options: ICommonObject): Promise<ZepMemory> => {
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@@ -131,30 +109,19 @@ const initalizeZep = async (nodeData: INodeData, options: ICommonObject): Promis
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const memoryKey = nodeData.inputs?.memoryKey as string
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const inputKey = nodeData.inputs?.inputKey as string
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const k = nodeData.inputs?.k as string
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const chatId = options?.chatId as string
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let isSessionIdUsingChatMessageId = false
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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 sessionId = nodeData.inputs?.sessionId as string
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const credentialData = await getCredentialData(nodeData.credential ?? '', options)
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const apiKey = getCredentialParam('apiKey', credentialData, nodeData)
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const obj: ZepMemoryInput & ZepMemoryExtendedInput = {
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baseURL,
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sessionId,
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aiPrefix,
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humanPrefix,
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returnMessages: true,
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memoryKey,
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inputKey,
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isSessionIdUsingChatMessageId,
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sessionId,
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k: k ? parseInt(k, 10) : undefined
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}
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if (apiKey) obj.apiKey = apiKey
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@@ -163,17 +130,14 @@ const initalizeZep = async (nodeData: INodeData, options: ICommonObject): Promis
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}
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interface ZepMemoryExtendedInput {
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isSessionIdUsingChatMessageId: boolean
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k?: number
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}
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class ZepMemoryExtended extends ZepMemory implements MemoryMethods {
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isSessionIdUsingChatMessageId? = false
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lastN?: number
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constructor(fields: ZepMemoryInput & ZepMemoryExtendedInput) {
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super(fields)
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this.isSessionIdUsingChatMessageId = fields.isSessionIdUsingChatMessageId
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this.lastN = fields.k
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}
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