diff --git a/packages/components/credentials/Mem0MemoryApi.credential.ts b/packages/components/credentials/Mem0MemoryApi.credential.ts new file mode 100644 index 000000000..dcb3010d5 --- /dev/null +++ b/packages/components/credentials/Mem0MemoryApi.credential.ts @@ -0,0 +1,27 @@ +import { INodeParams, INodeCredential } from '../src/Interface' + +class Mem0MemoryApi implements INodeCredential { + label: string + name: string + version: number + description: string + inputs: INodeParams[] + + constructor() { + this.label = 'Mem0 Memory API' + this.name = 'mem0MemoryApi' + this.version = 1.0 + this.description = + 'Visit Mem0 Platform to get your API credentials' + this.inputs = [ + { + label: 'API Key', + name: 'apiKey', + type: 'password', + description: 'API Key from Mem0 dashboard' + } + ] + } +} + +module.exports = { credClass: Mem0MemoryApi } diff --git a/packages/components/nodes/memory/Mem0/Mem0.ts b/packages/components/nodes/memory/Mem0/Mem0.ts new file mode 100644 index 000000000..06f56454e --- /dev/null +++ b/packages/components/nodes/memory/Mem0/Mem0.ts @@ -0,0 +1,303 @@ +import { Mem0Memory as BaseMem0Memory, Mem0MemoryInput, ClientOptions } from '@mem0/community' +import { MemoryOptions, SearchOptions } from 'mem0ai' +import { BaseMessage } from '@langchain/core/messages' +import { InputValues, MemoryVariables, OutputValues } from '@langchain/core/memory' +import { ICommonObject, IDatabaseEntity } from '../../../src' +import { IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface' +import { getBaseClasses, getCredentialData, getCredentialParam, mapChatMessageToBaseMessage } from '../../../src/utils' +import { DataSource } from 'typeorm' +import { v4 as uuidv4 } from 'uuid' + +interface BufferMemoryExtendedInput { + sessionId: string + appDataSource: DataSource + databaseEntities: IDatabaseEntity + chatflowid: string +} + +class Mem0_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 = 'Mem0' + this.name = 'mem0' + this.version = 1.0 + this.type = 'Mem0' + this.icon = 'mem0.svg' + this.category = 'Memory' + this.description = 'Stores and manages chat memory using Mem0 service' + this.baseClasses = [this.type, ...getBaseClasses(BaseMem0Memory)] + this.credential = { + label: 'Connect Credential', + name: 'credential', + type: 'credential', + optional: false, + description: 'Configure API Key for Mem0 service', + credentialNames: ['mem0MemoryApi'] + } + this.inputs = [ + { + label: 'User ID', + name: 'user_id', + type: 'string', + description: 'Unique identifier for the user', + default: 'flowise-default-user', + optional: false + }, + { + label: 'Search Only', + name: 'searchOnly', + type: 'boolean', + description: 'Search only mode', + default: false, + optional: true, + additionalParams: true + }, + { + label: 'Run ID', + name: 'run_id', + type: 'string', + description: 'Unique identifier for the run session', + default: '', + optional: true, + additionalParams: true + }, + { + label: 'Agent ID', + name: 'agent_id', + type: 'string', + description: 'Identifier for the agent', + default: '', + optional: true, + additionalParams: true + }, + { + label: 'App ID', + name: 'app_id', + type: 'string', + description: 'Identifier for the application', + default: '', + optional: true, + additionalParams: true + }, + { + label: 'Project ID', + name: 'project_id', + type: 'string', + description: 'Identifier for the project', + default: '', + optional: true, + additionalParams: true + }, + { + label: 'Organization ID', + name: 'org_id', + type: 'string', + description: 'Identifier for the organization', + default: '', + optional: true, + additionalParams: true + }, + { + label: 'Memory Key', + name: 'memoryKey', + type: 'string', + default: 'history', + optional: true, + additionalParams: true + }, + { + label: 'Input Key', + name: 'inputKey', + type: 'string', + default: 'input', + optional: true, + additionalParams: true + }, + { + label: 'Output Key', + name: 'outputKey', + type: 'string', + default: 'text', + optional: true, + additionalParams: true + } + ] + } + + async init(nodeData: INodeData, _: string, options: ICommonObject): Promise { + return await initializeMem0(nodeData, options) + } +} + +const initializeMem0 = async (nodeData: INodeData, options: ICommonObject): Promise => { + const userId = nodeData.inputs?.user_id as string + if (!userId) { + throw new Error('user_id is required for Mem0Memory') + } + + const credentialData = await getCredentialData(nodeData.credential ?? '', options) + const apiKey = getCredentialParam('apiKey', credentialData, nodeData) + + const mem0Options: ClientOptions = { + apiKey: apiKey, + host: nodeData.inputs?.host as string, + organizationId: nodeData.inputs?.org_id as string, + projectId: nodeData.inputs?.project_id as string + } + + const memoryOptions: MemoryOptions & SearchOptions = { + user_id: userId, + run_id: (nodeData.inputs?.run_id as string) || undefined, + agent_id: (nodeData.inputs?.agent_id as string) || undefined, + app_id: (nodeData.inputs?.app_id as string) || undefined, + project_id: (nodeData.inputs?.project_id as string) || undefined, + org_id: (nodeData.inputs?.org_id as string) || undefined, + api_version: (nodeData.inputs?.api_version as string) || undefined, + enable_graph: (nodeData.inputs?.enable_graph as boolean) || false, + metadata: (nodeData.inputs?.metadata as Record) || {}, + filters: (nodeData.inputs?.filters as Record) || {} + } + + const obj: Mem0MemoryInput & Mem0MemoryExtendedInput & BufferMemoryExtendedInput & { searchOnly: boolean } = { + apiKey: apiKey, + humanPrefix: nodeData.inputs?.humanPrefix as string, + aiPrefix: nodeData.inputs?.aiPrefix as string, + inputKey: nodeData.inputs?.inputKey as string, + sessionId: nodeData.inputs?.user_id as string, + mem0Options: mem0Options, + memoryOptions: memoryOptions, + separateMessages: false, + returnMessages: false, + appDataSource: options.appDataSource as DataSource, + databaseEntities: options.databaseEntities as IDatabaseEntity, + chatflowid: options.chatflowid as string, + searchOnly: (nodeData.inputs?.searchOnly as boolean) || false + } + + return new Mem0MemoryExtended(obj) +} + +interface Mem0MemoryExtendedInput extends Mem0MemoryInput { + memoryOptions?: MemoryOptions | SearchOptions +} + +class Mem0MemoryExtended extends BaseMem0Memory implements MemoryMethods { + userId: string + memoryKey: string + inputKey: string + appDataSource: DataSource + databaseEntities: IDatabaseEntity + chatflowid: string + searchOnly: boolean + + constructor(fields: Mem0MemoryInput & Mem0MemoryExtendedInput & BufferMemoryExtendedInput & { searchOnly: boolean }) { + super(fields) + this.userId = fields.memoryOptions?.user_id ?? '' + this.memoryKey = 'history' + this.inputKey = fields.inputKey ?? 'input' + this.appDataSource = fields.appDataSource + this.databaseEntities = fields.databaseEntities + this.chatflowid = fields.chatflowid + this.searchOnly = fields.searchOnly + } + + async loadMemoryVariables(values: InputValues, overrideUserId = ''): Promise { + if (overrideUserId) { + this.userId = overrideUserId + } + return super.loadMemoryVariables(values) + } + + async saveContext(inputValues: InputValues, outputValues: OutputValues, overrideUserId = ''): Promise { + if (overrideUserId) { + this.userId = overrideUserId + } + if (this.searchOnly) { + return + } + return super.saveContext(inputValues, outputValues) + } + + async clear(overrideUserId = ''): Promise { + if (overrideUserId) { + this.userId = overrideUserId + } + return super.clear() + } + + async getChatMessages( + overrideUserId = '', + returnBaseMessages = false, + prependMessages?: IMessage[] + ): Promise { + const id = overrideUserId ? overrideUserId : this.userId + if (!id) return [] + + let chatMessage = await this.appDataSource.getRepository(this.databaseEntities['ChatMessage']).find({ + where: { + sessionId: id, + chatflowid: this.chatflowid + }, + order: { + createdDate: 'DESC' + }, + take: 10 + }) + + chatMessage = chatMessage.reverse() + + let returnIMessages: IMessage[] = [] + for (const m of chatMessage) { + returnIMessages.push({ + message: m.content as string, + type: m.role + }) + } + + if (prependMessages?.length) { + chatMessage.unshift(...prependMessages) + } + + if (returnBaseMessages) { + const memoryVariables = await this.loadMemoryVariables({}, id) + let baseMessages = memoryVariables[this.memoryKey] + + const systemMessage = { ...chatMessage[0] } + systemMessage.content = baseMessages + systemMessage.id = uuidv4() + systemMessage.role = 'apiMessage' + + chatMessage.unshift(systemMessage) + return await mapChatMessageToBaseMessage(chatMessage) + } + + return returnIMessages + } + + async addChatMessages(msgArray: { text: string; type: MessageType }[], overrideUserId = ''): Promise { + const id = overrideUserId ? overrideUserId : this.userId + 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, id) + } + + async clearChatMessages(overrideUserId = ''): Promise { + const id = overrideUserId ? overrideUserId : this.userId + await this.clear(id) + } +} + +module.exports = { nodeClass: Mem0_Memory } diff --git a/packages/components/nodes/memory/Mem0/mem0.svg b/packages/components/nodes/memory/Mem0/mem0.svg new file mode 100644 index 000000000..42a7d6d90 --- /dev/null +++ b/packages/components/nodes/memory/Mem0/mem0.svg @@ -0,0 +1,3 @@ + + + diff --git a/packages/components/package.json b/packages/components/package.json index 36f161538..264cd82dd 100644 --- a/packages/components/package.json +++ b/packages/components/package.json @@ -56,6 +56,7 @@ "@langchain/qdrant": "^0.0.5", "@langchain/weaviate": "^0.0.1", "@langchain/xai": "^0.0.1", + "@mem0/community": "^0.0.1", "@mendable/firecrawl-js": "^0.0.28", "@mistralai/mistralai": "0.1.3", 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