Adds Mem0 Memory Node (#4213)
* Adds Mem0 Memory Node * fix: update pnpm-lock.yaml --------- Co-authored-by: Ong Chung Yau <33013947+chungyau97@users.noreply.github.com> Co-authored-by: chungyau97 <chungyau97@gmail.com>
This commit is contained in:
Saket Aryan
GitHub
parent
4fa2672c9d
commit
13fce45856
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@ -0,0 +1,27 @@
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import { INodeParams, INodeCredential } from '../src/Interface'
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class Mem0MemoryApi implements INodeCredential {
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label: string
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name: string
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version: number
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description: string
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inputs: INodeParams[]
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constructor() {
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this.label = 'Mem0 Memory API'
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this.name = 'mem0MemoryApi'
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this.version = 1.0
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this.description =
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'Visit <a target="_blank" href="https://app.mem0.ai/settings/api-keys">Mem0 Platform</a> to get your API credentials'
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this.inputs = [
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{
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label: 'API Key',
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name: 'apiKey',
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type: 'password',
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description: 'API Key from Mem0 dashboard'
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}
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]
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}
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}
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module.exports = { credClass: Mem0MemoryApi }
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import { Mem0Memory as BaseMem0Memory, Mem0MemoryInput, ClientOptions } from '@mem0/community'
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import { MemoryOptions, SearchOptions } from 'mem0ai'
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import { BaseMessage } from '@langchain/core/messages'
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import { InputValues, MemoryVariables, OutputValues } from '@langchain/core/memory'
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import { ICommonObject, IDatabaseEntity } from '../../../src'
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import { IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface'
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import { getBaseClasses, getCredentialData, getCredentialParam, mapChatMessageToBaseMessage } from '../../../src/utils'
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import { DataSource } from 'typeorm'
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import { v4 as uuidv4 } from 'uuid'
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interface BufferMemoryExtendedInput {
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sessionId: string
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appDataSource: DataSource
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databaseEntities: IDatabaseEntity
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chatflowid: string
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}
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class Mem0_Memory implements INode {
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label: string
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name: string
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version: number
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description: string
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type: string
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icon: string
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category: string
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baseClasses: string[]
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credential: INodeParams
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inputs: INodeParams[]
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constructor() {
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this.label = 'Mem0'
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this.name = 'mem0'
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this.version = 1.0
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this.type = 'Mem0'
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this.icon = 'mem0.svg'
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this.category = 'Memory'
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this.description = 'Stores and manages chat memory using Mem0 service'
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this.baseClasses = [this.type, ...getBaseClasses(BaseMem0Memory)]
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this.credential = {
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label: 'Connect Credential',
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name: 'credential',
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type: 'credential',
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optional: false,
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description: 'Configure API Key for Mem0 service',
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credentialNames: ['mem0MemoryApi']
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}
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this.inputs = [
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{
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label: 'User ID',
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name: 'user_id',
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type: 'string',
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description: 'Unique identifier for the user',
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default: 'flowise-default-user',
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optional: false
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},
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{
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label: 'Search Only',
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name: 'searchOnly',
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type: 'boolean',
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description: 'Search only mode',
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default: false,
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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: 'Run ID',
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name: 'run_id',
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type: 'string',
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description: 'Unique identifier for the run session',
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default: '',
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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: 'Agent ID',
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name: 'agent_id',
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type: 'string',
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description: 'Identifier for the agent',
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default: '',
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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: 'App ID',
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name: 'app_id',
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type: 'string',
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description: 'Identifier for the application',
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default: '',
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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: 'Project ID',
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name: 'project_id',
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type: 'string',
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description: 'Identifier for the project',
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default: '',
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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: 'Organization ID',
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name: 'org_id',
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type: 'string',
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description: 'Identifier for the organization',
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default: '',
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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: 'Memory Key',
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name: 'memoryKey',
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type: 'string',
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default: 'history',
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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: 'Input Key',
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name: 'inputKey',
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type: 'string',
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default: 'input',
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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: 'Output Key',
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name: 'outputKey',
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type: 'string',
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default: 'text',
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optional: true,
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additionalParams: true
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}
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]
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}
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async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
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return await initializeMem0(nodeData, options)
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}
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}
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const initializeMem0 = async (nodeData: INodeData, options: ICommonObject): Promise<BaseMem0Memory> => {
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const userId = nodeData.inputs?.user_id as string
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if (!userId) {
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throw new Error('user_id is required for Mem0Memory')
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}
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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 mem0Options: ClientOptions = {
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apiKey: apiKey,
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host: nodeData.inputs?.host as string,
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organizationId: nodeData.inputs?.org_id as string,
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projectId: nodeData.inputs?.project_id as string
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}
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const memoryOptions: MemoryOptions & SearchOptions = {
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user_id: userId,
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run_id: (nodeData.inputs?.run_id as string) || undefined,
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agent_id: (nodeData.inputs?.agent_id as string) || undefined,
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app_id: (nodeData.inputs?.app_id as string) || undefined,
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project_id: (nodeData.inputs?.project_id as string) || undefined,
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org_id: (nodeData.inputs?.org_id as string) || undefined,
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api_version: (nodeData.inputs?.api_version as string) || undefined,
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enable_graph: (nodeData.inputs?.enable_graph as boolean) || false,
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metadata: (nodeData.inputs?.metadata as Record<string, any>) || {},
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filters: (nodeData.inputs?.filters as Record<string, any>) || {}
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}
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const obj: Mem0MemoryInput & Mem0MemoryExtendedInput & BufferMemoryExtendedInput & { searchOnly: boolean } = {
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apiKey: apiKey,
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humanPrefix: nodeData.inputs?.humanPrefix as string,
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aiPrefix: nodeData.inputs?.aiPrefix as string,
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inputKey: nodeData.inputs?.inputKey as string,
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sessionId: nodeData.inputs?.user_id as string,
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mem0Options: mem0Options,
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memoryOptions: memoryOptions,
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separateMessages: false,
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returnMessages: false,
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appDataSource: options.appDataSource as DataSource,
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databaseEntities: options.databaseEntities as IDatabaseEntity,
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chatflowid: options.chatflowid as string,
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searchOnly: (nodeData.inputs?.searchOnly as boolean) || false
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}
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return new Mem0MemoryExtended(obj)
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}
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interface Mem0MemoryExtendedInput extends Mem0MemoryInput {
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memoryOptions?: MemoryOptions | SearchOptions
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}
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class Mem0MemoryExtended extends BaseMem0Memory implements MemoryMethods {
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userId: string
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memoryKey: string
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inputKey: string
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appDataSource: DataSource
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databaseEntities: IDatabaseEntity
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chatflowid: string
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searchOnly: boolean
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constructor(fields: Mem0MemoryInput & Mem0MemoryExtendedInput & BufferMemoryExtendedInput & { searchOnly: boolean }) {
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super(fields)
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this.userId = fields.memoryOptions?.user_id ?? ''
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this.memoryKey = 'history'
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this.inputKey = fields.inputKey ?? 'input'
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this.appDataSource = fields.appDataSource
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this.databaseEntities = fields.databaseEntities
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this.chatflowid = fields.chatflowid
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this.searchOnly = fields.searchOnly
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}
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async loadMemoryVariables(values: InputValues, overrideUserId = ''): Promise<MemoryVariables> {
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if (overrideUserId) {
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this.userId = overrideUserId
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}
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return super.loadMemoryVariables(values)
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}
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async saveContext(inputValues: InputValues, outputValues: OutputValues, overrideUserId = ''): Promise<void> {
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if (overrideUserId) {
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this.userId = overrideUserId
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}
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if (this.searchOnly) {
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return
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}
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return super.saveContext(inputValues, outputValues)
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}
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async clear(overrideUserId = ''): Promise<void> {
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if (overrideUserId) {
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this.userId = overrideUserId
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}
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return super.clear()
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}
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async getChatMessages(
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overrideUserId = '',
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returnBaseMessages = false,
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prependMessages?: IMessage[]
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): Promise<IMessage[] | BaseMessage[]> {
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const id = overrideUserId ? overrideUserId : this.userId
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if (!id) return []
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let chatMessage = await this.appDataSource.getRepository(this.databaseEntities['ChatMessage']).find({
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where: {
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sessionId: id,
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chatflowid: this.chatflowid
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},
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order: {
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createdDate: 'DESC'
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},
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take: 10
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})
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chatMessage = chatMessage.reverse()
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let returnIMessages: IMessage[] = []
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for (const m of chatMessage) {
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returnIMessages.push({
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message: m.content as string,
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type: m.role
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})
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}
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if (prependMessages?.length) {
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chatMessage.unshift(...prependMessages)
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}
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if (returnBaseMessages) {
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const memoryVariables = await this.loadMemoryVariables({}, id)
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let baseMessages = memoryVariables[this.memoryKey]
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const systemMessage = { ...chatMessage[0] }
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systemMessage.content = baseMessages
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systemMessage.id = uuidv4()
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systemMessage.role = 'apiMessage'
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chatMessage.unshift(systemMessage)
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return await mapChatMessageToBaseMessage(chatMessage)
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}
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return returnIMessages
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}
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async addChatMessages(msgArray: { text: string; type: MessageType }[], overrideUserId = ''): Promise<void> {
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const id = overrideUserId ? overrideUserId : this.userId
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const input = msgArray.find((msg) => msg.type === 'userMessage')
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const output = msgArray.find((msg) => msg.type === 'apiMessage')
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const inputValues = { [this.inputKey ?? 'input']: input?.text }
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const outputValues = { output: output?.text }
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await this.saveContext(inputValues, outputValues, id)
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}
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async clearChatMessages(overrideUserId = ''): Promise<void> {
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const id = overrideUserId ? overrideUserId : this.userId
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await this.clear(id)
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}
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}
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module.exports = { nodeClass: Mem0_Memory }
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File diff suppressed because one or more lines are too long
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@ -56,6 +56,7 @@
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"@langchain/qdrant": "^0.0.5",
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"@langchain/qdrant": "^0.0.5",
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"@langchain/weaviate": "^0.0.1",
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"@langchain/weaviate": "^0.0.1",
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"@langchain/xai": "^0.0.1",
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"@langchain/xai": "^0.0.1",
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"@mem0/community": "^0.0.1",
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"@mendable/firecrawl-js": "^0.0.28",
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"@mendable/firecrawl-js": "^0.0.28",
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"@mistralai/mistralai": "0.1.3",
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"@mistralai/mistralai": "0.1.3",
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"@modelcontextprotocol/sdk": "^1.6.1",
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"@modelcontextprotocol/sdk": "^1.6.1",
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685
pnpm-lock.yaml
685
pnpm-lock.yaml
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@ -228,6 +228,9 @@ importers:
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'@langchain/xai':
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'@langchain/xai':
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specifier: ^0.0.1
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specifier: ^0.0.1
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version: 0.0.1(@langchain/core@0.3.37(openai@4.82.0(encoding@0.1.13)(ws@8.18.0(bufferutil@4.0.8)(utf-8-validate@6.0.4))(zod@3.22.4)))(encoding@0.1.13)(ws@8.18.0(bufferutil@4.0.8)(utf-8-validate@6.0.4))
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version: 0.0.1(@langchain/core@0.3.37(openai@4.82.0(encoding@0.1.13)(ws@8.18.0(bufferutil@4.0.8)(utf-8-validate@6.0.4))(zod@3.22.4)))(encoding@0.1.13)(ws@8.18.0(bufferutil@4.0.8)(utf-8-validate@6.0.4))
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'@mem0/community':
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specifier: ^0.0.1
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version: 0.0.1(e5052a461693a99134dc3e8d18ab0a6e)
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'@mendable/firecrawl-js':
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'@mendable/firecrawl-js':
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specifier: ^0.0.28
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specifier: ^0.0.28
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version: 0.0.28
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version: 0.0.28
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@ -4089,6 +4092,386 @@ packages:
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youtubei.js:
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youtubei.js:
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optional: true
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optional: true
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'@langchain/community@0.3.37':
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resolution: { integrity: sha512-Ifug3Gc6JHOFNWr0bxT1ie0AUKn3hWkZ4PG+EGqVz8MyeNr68lOhchY4oj51pQCC65KryfZ5CPhXrvbd5Il1GQ== }
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engines: { node: '>=18' }
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peerDependencies:
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'@arcjet/redact': ^v1.0.0-alpha.23
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'@aws-crypto/sha256-js': ^5.0.0
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'@aws-sdk/client-bedrock-agent-runtime': ^3.749.0
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'@aws-sdk/client-bedrock-runtime': ^3.749.0
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'@aws-sdk/client-dynamodb': ^3.749.0
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'@aws-sdk/client-kendra': ^3.749.0
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'@aws-sdk/client-lambda': ^3.749.0
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'@aws-sdk/client-s3': ^3.749.0
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'@aws-sdk/client-sagemaker-runtime': ^3.749.0
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'@aws-sdk/client-sfn': ^3.749.0
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||||||
|
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
|
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
|
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
|
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
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|
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|
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|
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|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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||||||
|
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|
||||||
|
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|
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|
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||||||
|
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||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
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||||||
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||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
- d3-dsv
|
||||||
|
- debug
|
||||||
|
- discord.js
|
||||||
|
- dria
|
||||||
|
- duck-duck-scrape
|
||||||
|
- encoding
|
||||||
|
- epub2
|
||||||
|
- fast-xml-parser
|
||||||
|
- firebase-admin
|
||||||
|
- google-auth-library
|
||||||
|
- googleapis
|
||||||
|
- groq-sdk
|
||||||
|
- handlebars
|
||||||
|
- hnswlib-node
|
||||||
|
- html-to-text
|
||||||
|
- ibm-cloud-sdk-core
|
||||||
|
- ignore
|
||||||
|
- interface-datastore
|
||||||
|
- ioredis
|
||||||
|
- it-all
|
||||||
|
- jsdom
|
||||||
|
- jsonwebtoken
|
||||||
|
- llmonitor
|
||||||
|
- lodash
|
||||||
|
- lunary
|
||||||
|
- mammoth
|
||||||
|
- mariadb
|
||||||
|
- mongodb
|
||||||
|
- mysql2
|
||||||
|
- neo4j-driver
|
||||||
|
- notion-to-md
|
||||||
|
- officeparser
|
||||||
|
- ollama
|
||||||
|
- openai
|
||||||
|
- pdf-parse
|
||||||
|
- peggy
|
||||||
|
- pg
|
||||||
|
- pg-copy-streams
|
||||||
|
- pickleparser
|
||||||
|
- playwright
|
||||||
|
- portkey-ai
|
||||||
|
- puppeteer
|
||||||
|
- pyodide
|
||||||
|
- redis
|
||||||
|
- replicate
|
||||||
|
- sonix-speech-recognition
|
||||||
|
- sqlite3
|
||||||
|
- srt-parser-2
|
||||||
|
- typeorm
|
||||||
|
- typesense
|
||||||
|
- usearch
|
||||||
|
- voy-search
|
||||||
|
- weaviate-ts-client
|
||||||
|
- web-auth-library
|
||||||
|
- word-extractor
|
||||||
|
- ws
|
||||||
|
- youtubei.js
|
||||||
|
|
||||||
'@mendable/firecrawl-js@0.0.28':
|
'@mendable/firecrawl-js@0.0.28':
|
||||||
dependencies:
|
dependencies:
|
||||||
axios: 1.7.9(debug@4.3.4)
|
axios: 1.7.9(debug@4.3.4)
|
||||||
|
|
@ -25193,6 +25851,10 @@ snapshots:
|
||||||
dependencies:
|
dependencies:
|
||||||
'@types/node': 22.13.9
|
'@types/node': 22.13.9
|
||||||
|
|
||||||
|
'@types/sqlite3@3.1.11':
|
||||||
|
dependencies:
|
||||||
|
'@types/node': 22.13.9
|
||||||
|
|
||||||
'@types/stack-utils@2.0.3': {}
|
'@types/stack-utils@2.0.3': {}
|
||||||
|
|
||||||
'@types/streamx@2.9.5':
|
'@types/streamx@2.9.5':
|
||||||
|
|
@ -32399,6 +33061,29 @@ snapshots:
|
||||||
vinyl: 2.2.1
|
vinyl: 2.2.1
|
||||||
vinyl-file: 3.0.0
|
vinyl-file: 3.0.0
|
||||||
|
|
||||||
|
mem0ai@2.1.12(@anthropic-ai/sdk@0.37.0(encoding@0.1.13))(@qdrant/js-client-rest@1.9.0(typescript@5.5.2))(@supabase/supabase-js@2.39.8(bufferutil@4.0.8)(utf-8-validate@6.0.4))(@types/jest@29.5.12)(@types/pg@8.11.2)(@types/sqlite3@3.1.11)(encoding@0.1.13)(groq-sdk@0.5.0(encoding@0.1.13))(neo4j-driver@5.27.0)(ollama@0.5.11)(pg@8.11.3)(redis@4.6.13)(sqlite3@5.1.7)(ws@8.18.0(bufferutil@4.0.8)(utf-8-validate@6.0.4)):
|
||||||
|
dependencies:
|
||||||
|
'@anthropic-ai/sdk': 0.37.0(encoding@0.1.13)
|
||||||
|
'@qdrant/js-client-rest': 1.9.0(typescript@5.5.2)
|
||||||
|
'@supabase/supabase-js': 2.39.8(bufferutil@4.0.8)(utf-8-validate@6.0.4)
|
||||||
|
'@types/jest': 29.5.12
|
||||||
|
'@types/pg': 8.11.2
|
||||||
|
'@types/sqlite3': 3.1.11
|
||||||
|
axios: 1.7.9(debug@4.3.4)
|
||||||
|
groq-sdk: 0.5.0(encoding@0.1.13)
|
||||||
|
neo4j-driver: 5.27.0
|
||||||
|
ollama: 0.5.11
|
||||||
|
openai: 4.82.0(encoding@0.1.13)(ws@8.18.0(bufferutil@4.0.8)(utf-8-validate@6.0.4))(zod@3.22.4)
|
||||||
|
pg: 8.11.3
|
||||||
|
redis: 4.6.13
|
||||||
|
sqlite3: 5.1.7
|
||||||
|
uuid: 9.0.1
|
||||||
|
zod: 3.22.4
|
||||||
|
transitivePeerDependencies:
|
||||||
|
- debug
|
||||||
|
- encoding
|
||||||
|
- ws
|
||||||
|
|
||||||
memfs@3.5.3:
|
memfs@3.5.3:
|
||||||
dependencies:
|
dependencies:
|
||||||
fs-monkey: 1.0.5
|
fs-monkey: 1.0.5
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue