wip

2026-06-28 15:00:57 +03:00 · 2024-02-19 22:11:07 -05:00
parent 9cb901c817
commit 76ac97fa50
5 changed files with 445 additions and 0 deletions
@@ -0,0 +1,172 @@
+import { IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface'
+import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
+import { ZepMemory, ZepMemoryInput } from '@getzep/zep-cloud/langchain'
+
+import { ICommonObject } from '../../../src'
+import { InputValues, MemoryVariables, OutputValues } from 'langchain/memory'
+import { BaseMessage } from 'langchain/schema'
+
+class ZepMemoryCloud_Memory implements INode {
+    label: string
+    name: string
+    version: number
+    description: string
+    type: string
+    icon: string
+    category: string
+    baseClasses: string[]
+    credential: INodeParams
+    inputs: INodeParams[]
+
+    constructor() {
+        this.label = 'Zep Memory - Cloud'
+        this.name = 'ZepMemory (Cloud)'
+        this.version = 2.0
+        this.type = 'ZepMemory'
+        this.icon = 'zep.svg'
+        this.category = 'Memory'
+        this.description = 'Summarizes the conversation and stores the memory in zep server'
+        this.baseClasses = [this.type, ...getBaseClasses(ZepMemory)]
+        this.credential = {
+            label: 'Connect Credential',
+            name: 'credential',
+            type: 'credential',
+            optional: true,
+            description: 'Configure JWT authentication on your Zep instance (Optional)',
+            credentialNames: ['zepMemoryApi']
+        }
+        this.inputs = [
+            {
+                label: 'Session Id',
+                name: 'sessionId',
+                type: 'string',
+                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
+            },
+            {
+                label: 'Memory Type',
+                name: 'memoryType',
+                type: 'string',
+                default: 'perpetual',
+                description: 'Zep Memory Type, can be perpetual or message_window',
+                additionalParams: true
+            },
+            {
+                label: 'AI Prefix',
+                name: 'aiPrefix',
+                type: 'string',
+                default: 'ai',
+                additionalParams: true
+            },
+            {
+                label: 'Human Prefix',
+                name: 'humanPrefix',
+                type: 'string',
+                default: 'human',
+                additionalParams: true
+            },
+            {
+                label: 'Memory Key',
+                name: 'memoryKey',
+                type: 'string',
+                default: 'chat_history',
+                additionalParams: true
+            },
+            {
+                label: 'Output Key',
+                name: 'outputKey',
+                type: 'string',
+                default: 'text',
+                additionalParams: true
+            }
+        ]
+    }
+
+    async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
+        return await initalizeZep(nodeData, options)
+    }
+}
+
+const initalizeZep = async (nodeData: INodeData, options: ICommonObject): Promise<ZepMemory> => {
+    const aiPrefix = nodeData.inputs?.aiPrefix as string
+    const humanPrefix = nodeData.inputs?.humanPrefix as string
+    const memoryKey = nodeData.inputs?.memoryKey as string
+    const memoryType = nodeData.inputs?.memoryType as 'perpetual' | 'message_window'
+    const sessionId = nodeData.inputs?.sessionId as string
+
+    const credentialData = await getCredentialData(nodeData.credential ?? '', options)
+    const apiKey = getCredentialParam('apiKey', credentialData, nodeData)
+
+    const obj: ZepMemoryInput & ZepMemoryExtendedInput = {
+        apiKey,
+        baseURL: 'https://api.development.getzep.com',
+        aiPrefix,
+        humanPrefix,
+        memoryKey,
+        sessionId,
+        memoryType: memoryType
+    }
+
+    return new ZepMemoryExtended(obj)
+}
+
+interface ZepMemoryExtendedInput {
+    memoryType?: 'perpetual' | 'message_window'
+}
+
+class ZepMemoryExtended extends ZepMemory implements MemoryMethods {
+    memoryType: 'perpetual' | 'message_window'
+
+    constructor(fields: ZepMemoryInput & ZepMemoryExtendedInput) {
+        super(fields)
+        this.memoryType = fields.memoryType ?? 'perpetual'
+    }
+
+    async loadMemoryVariables(values: InputValues, overrideSessionId = ''): Promise<MemoryVariables> {
+        if (overrideSessionId) {
+            this.sessionId = overrideSessionId
+        }
+        return super.loadMemoryVariables({ ...values, memoryType: this.memoryType })
+    }
+
+    async saveContext(inputValues: InputValues, outputValues: OutputValues, overrideSessionId = ''): Promise<void> {
+        if (overrideSessionId) {
+            this.sessionId = overrideSessionId
+        }
+        return super.saveContext(inputValues, outputValues)
+    }
+
+    async clear(overrideSessionId = ''): Promise<void> {
+        if (overrideSessionId) {
+            this.sessionId = overrideSessionId
+        }
+        return super.clear()
+    }
+
+    async getChatMessages(overrideSessionId = '', returnBaseMessages = false): Promise<IMessage[] | BaseMessage[]> {
+        const id = overrideSessionId ? overrideSessionId : this.sessionId
+        const memoryVariables = await this.loadMemoryVariables({}, id)
+        const baseMessages = memoryVariables[this.memoryKey]
+        return returnBaseMessages ? baseMessages : convertBaseMessagetoIMessage(baseMessages)
+    }
+
+    async addChatMessages(msgArray: { text: string; type: MessageType }[], overrideSessionId = ''): Promise<void> {
+        const id = overrideSessionId ? overrideSessionId : this.sessionId
+        const input = msgArray.find((msg) => msg.type === 'userMessage')
+        const output = msgArray.find((msg) => msg.type === 'apiMessage')
+        const inputValues = { ['input']: input?.text }
+        const outputValues = { output: output?.text }
+
+        await this.saveContext(inputValues, outputValues, id)
+    }
+
+    async clearChatMessages(overrideSessionId = ''): Promise<void> {
+        const id = overrideSessionId ? overrideSessionId : this.sessionId
+        await this.clear(id)
+    }
+}
+
+module.exports = { nodeClass: ZepMemoryCloud_Memory }
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