update all memory nodes

This commit is contained in:
Henry
2023-12-21 00:50:24 +00:00
parent 48b17fc785
commit aac0546a7f
9 changed files with 579 additions and 78 deletions
@@ -1,6 +1,7 @@
import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { BufferMemory } from 'langchain/memory'
import { FlowiseMemory, IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface'
import { convertBaseMessagetoIMessage, getBaseClasses } from '../../../src/utils'
import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
import { BaseMessage } from 'langchain/schema'
class BufferMemory_Memory implements INode {
label: string
@@ -41,7 +42,7 @@ class BufferMemory_Memory implements INode {
async init(nodeData: INodeData): Promise<any> {
const memoryKey = nodeData.inputs?.memoryKey as string
const inputKey = nodeData.inputs?.inputKey as string
return new BufferMemory({
return new BufferMemoryExtended({
returnMessages: true,
memoryKey,
inputKey
@@ -49,4 +50,41 @@ class BufferMemory_Memory implements INode {
}
}
class BufferMemoryExtended extends FlowiseMemory implements MemoryMethods {
constructor(fields: BufferMemoryInput) {
super(fields)
}
async getChatMessages(_?: string, returnBaseMessages = false): Promise<IMessage[] | BaseMessage[]> {
const memoryResult = await this.loadMemoryVariables({})
const baseMessages = memoryResult[this.memoryKey ?? 'chat_history']
return returnBaseMessages ? baseMessages : convertBaseMessagetoIMessage(baseMessages)
}
async addChatMessages(msgArray: { text: string; type: MessageType }[]): Promise<void> {
const input = msgArray.find((msg) => msg.type === 'userMessage')
const output = msgArray.find((msg) => msg.type === 'apiMessage')
const inputValues = { [this.inputKey ?? 'input']: input?.text }
const outputValues = { output: output?.text }
await this.saveContext(inputValues, outputValues)
}
async clearChatMessages(): Promise<void> {
await this.clear()
}
async resumeMessages(messages: IMessage[]): Promise<void> {
// Clear existing chatHistory to avoid duplication
if (messages.length) await this.clear()
// Insert into chatHistory
for (const msg of messages) {
if (msg.type === 'userMessage') await this.chatHistory.addUserMessage(msg.message)
else if (msg.type === 'apiMessage') await this.chatHistory.addAIChatMessage(msg.message)
}
}
}
module.exports = { nodeClass: BufferMemory_Memory }