Merge branch 'main' into bugfix/webscrape-relative-links

CONTRIBUTING-ZH.md

@@ -30,7 +30,7 @@
 
 不确定要贡献什么？一些想法：
 
--   从 Langchain 创建新组件
+-   从 `packages/components` 创建新组件
 -   更新现有组件，如扩展功能、修复错误
 -   添加新的 Chatflow 想法
 
@@ -40,7 +40,7 @@ Flowise 在一个单一的单体存储库中有 3 个不同的模块。
 
 -   `server`：用于提供 API 逻辑的 Node 后端
 -   `ui`：React 前端
--   `components`：Langchain 组件
+-   `components`：Langchain/LlamaIndex 组件
 
 #### 先决条件
 

CONTRIBUTING.md

@@ -30,7 +30,7 @@ Found an issue? [Report it](https://github.com/FlowiseAI/Flowise/issues/new/choo
 
 Not sure what to contribute? Some ideas:
 
--   Create new components from Langchain
+-   Create new components from `packages/components`
 -   Update existing components such as extending functionality, fixing bugs
 -   Add new chatflow ideas
 
@@ -40,7 +40,7 @@ Flowise has 3 different modules in a single mono repository.
 
 -   `server`: Node backend to serve API logics
 -   `ui`: React frontend
--   `components`: Langchain components
+-   `components`: Third-party nodes integrations
 
 #### Prerequisite
 

README-ZH.md

@@ -71,7 +71,7 @@ Flowise 在一个单一的代码库中有 3 个不同的模块。
 
 -   `server`：用于提供 API 逻辑的 Node 后端
 -   `ui`：React 前端
--   `components`：Langchain 组件
+-   `components`：第三方节点集成
 
 ### 先决条件
 

README.md

@@ -71,7 +71,7 @@ Flowise has 3 different modules in a single mono repository.
 
 -   `server`: Node backend to serve API logics
 -   `ui`: React frontend
--   `components`: Langchain components
+-   `components`: Third-party nodes integrations
 
 ### Prerequisite
 

package.json

@@ -1,6 +1,6 @@
 {
     "name": "flowise",
-    "version": "1.5.0",
+    "version": "1.5.1",
     "private": true,
     "homepage": "https://flowiseai.com",
     "workspaces": [
@@ -53,5 +53,8 @@
     },
     "engines": {
         "node": ">=18.15.0"
+    },
+    "resolutions": {
+        "@qdrant/openapi-typescript-fetch": "1.2.1"
     }
 }

packages/components/credentials/LunaryApi.credential.ts

@@ -1,6 +1,6 @@
 import { INodeParams, INodeCredential } from '../src/Interface'
 
-class LLMonitorApi implements INodeCredential {
+class LunaryApi implements INodeCredential {
     label: string
     name: string
     version: number
@@ -8,25 +8,25 @@ class LLMonitorApi implements INodeCredential {
     inputs: INodeParams[]
 
     constructor() {
-        this.label = 'LLMonitor API'
+        this.label = 'Lunary API'
-        this.name = 'llmonitorApi'
+        this.name = 'lunaryApi'
         this.version = 1.0
-        this.description = 'Refer to <a target="_blank" href="https://llmonitor.com/docs">official guide</a> to get APP ID'
+        this.description = 'Refer to <a target="_blank" href="https://lunary.ai/docs">official guide</a> to get APP ID'
         this.inputs = [
             {
                 label: 'APP ID',
-                name: 'llmonitorAppId',
+                name: 'lunaryAppId',
                 type: 'password',
-                placeholder: '<LLMonitor_APP_ID>'
+                placeholder: '<Lunary_APP_ID>'
             },
             {
                 label: 'Endpoint',
-                name: 'llmonitorEndpoint',
+                name: 'lunaryEndpoint',
                 type: 'string',
-                default: 'https://app.llmonitor.com'
+                default: 'https://app.lunary.ai'
             }
         ]
     }
 }
 
-module.exports = { credClass: LLMonitorApi }
+module.exports = { credClass: LunaryApi }

packages/components/nodes/agents/AirtableAgent/AirtableAgent.ts

@@ -1,11 +1,11 @@
-import { ICommonObject, INode, INodeData, INodeParams, PromptTemplate } from '../../../src/Interface'
-import { AgentExecutor } from 'langchain/agents'
-import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { LoadPyodide, finalSystemPrompt, systemPrompt } from './core'
-import { LLMChain } from 'langchain/chains'
-import { BaseLanguageModel } from 'langchain/base_language'
-import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
 import axios from 'axios'
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
+import { AgentExecutor } from 'langchain/agents'
+import { LLMChain } from 'langchain/chains'
+import { ICommonObject, INode, INodeData, INodeParams, PromptTemplate } from '../../../src/Interface'
+import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
+import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
+import { LoadPyodide, finalSystemPrompt, systemPrompt } from './core'
 
 class Airtable_Agents implements INode {
     label: string

packages/components/nodes/agents/AutoGPT/AutoGPT.ts

@@ -1,13 +1,12 @@
-import { INode, INodeData, INodeParams } from '../../../src/Interface'
-import { BaseChatModel } from 'langchain/chat_models/base'
-import { AutoGPT } from 'langchain/experimental/autogpt'
-import { Tool } from 'langchain/tools'
-import { AIMessage, HumanMessage, SystemMessage } from 'langchain/schema'
-import { VectorStoreRetriever } from 'langchain/vectorstores/base'
 import { flatten } from 'lodash'
-import { StructuredTool } from 'langchain/tools'
+import { Tool, StructuredTool } from '@langchain/core/tools'
+import { BaseChatModel } from '@langchain/core/language_models/chat_models'
+import { AIMessage, HumanMessage, SystemMessage } from '@langchain/core/messages'
+import { VectorStoreRetriever } from '@langchain/core/vectorstores'
+import { PromptTemplate } from '@langchain/core/prompts'
+import { AutoGPT } from 'langchain/experimental/autogpt'
 import { LLMChain } from 'langchain/chains'
-import { PromptTemplate } from 'langchain/prompts'
+import { INode, INodeData, INodeParams } from '../../../src/Interface'
 
 type ObjectTool = StructuredTool
 const FINISH_NAME = 'finish'

packages/components/nodes/agents/BabyAGI/BabyAGI.ts

@@ -1,7 +1,7 @@
+import { BaseChatModel } from '@langchain/core/language_models/chat_models'
+import { VectorStore } from '@langchain/core/vectorstores'
 import { INode, INodeData, INodeParams } from '../../../src/Interface'
 import { BabyAGI } from './core'
-import { BaseChatModel } from 'langchain/chat_models/base'
-import { VectorStore } from 'langchain/vectorstores/base'
 
 class BabyAGI_Agents implements INode {
     label: string

packages/components/nodes/agents/BabyAGI/core.ts

@@ -1,8 +1,8 @@
+import { BaseChatModel } from '@langchain/core/language_models/chat_models'
+import { VectorStore } from '@langchain/core/vectorstores'
+import { Document } from '@langchain/core/documents'
+import { PromptTemplate } from '@langchain/core/prompts'
 import { LLMChain } from 'langchain/chains'
-import { BaseChatModel } from 'langchain/chat_models/base'
-import { VectorStore } from 'langchain/dist/vectorstores/base'
-import { Document } from 'langchain/document'
-import { PromptTemplate } from 'langchain/prompts'
 
 class TaskCreationChain extends LLMChain {
     constructor(prompt: PromptTemplate, llm: BaseChatModel) {

packages/components/nodes/agents/CSVAgent/CSVAgent.ts

@@ -1,10 +1,10 @@
-import { ICommonObject, INode, INodeData, INodeParams, PromptTemplate } from '../../../src/Interface'
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
 import { AgentExecutor } from 'langchain/agents'
+import { LLMChain } from 'langchain/chains'
+import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
+import { ICommonObject, INode, INodeData, INodeParams, PromptTemplate } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
 import { LoadPyodide, finalSystemPrompt, systemPrompt } from './core'
-import { LLMChain } from 'langchain/chains'
-import { BaseLanguageModel } from 'langchain/base_language'
-import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
 
 class CSV_Agents implements INode {
     label: string

packages/components/nodes/agents/ConversationalAgent/ConversationalAgent.ts

@@ -1,14 +1,16 @@
-import { Tool } from 'langchain/tools'
-import { BaseChatModel } from 'langchain/chat_models/base'
 import { flatten } from 'lodash'
-import { AgentStep, BaseMessage, ChainValues, AIMessage, HumanMessage } from 'langchain/schema'
+import { Tool } from '@langchain/core/tools'
-import { RunnableSequence } from 'langchain/schema/runnable'
+import { BaseChatModel } from '@langchain/core/language_models/chat_models'
+import { AIMessage, BaseMessage, HumanMessage } from '@langchain/core/messages'
+import { ChainValues } from '@langchain/core/utils/types'
+import { AgentStep } from '@langchain/core/agents'
+import { renderTemplate } from '@langchain/core/prompts'
+import { RunnableSequence } from '@langchain/core/runnables'
+import { ChatConversationalAgent } from 'langchain/agents'
 import { getBaseClasses } from '../../../src/utils'
 import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
 import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { AgentExecutor } from '../../../src/agents'
-import { ChatConversationalAgent } from 'langchain/agents'
-import { renderTemplate } from '@langchain/core/prompts'
 
 const DEFAULT_PREFIX = `Assistant is a large language model trained by OpenAI.
 

packages/components/nodes/agents/ConversationalRetrievalAgent/ConversationalRetrievalAgent.ts

@@ -1,13 +1,14 @@
-import { ChainValues, AgentStep, BaseMessage } from 'langchain/schema'
 import { flatten } from 'lodash'
-import { ChatOpenAI } from 'langchain/chat_models/openai'
+import { BaseMessage } from '@langchain/core/messages'
-import { ChatPromptTemplate, MessagesPlaceholder } from 'langchain/prompts'
+import { ChainValues } from '@langchain/core/utils/types'
-import { formatToOpenAIFunction } from 'langchain/tools'
+import { AgentStep } from '@langchain/core/agents'
-import { RunnableSequence } from 'langchain/schema/runnable'
+import { RunnableSequence } from '@langchain/core/runnables'
+import { ChatOpenAI, formatToOpenAIFunction } from '@langchain/openai'
+import { ChatPromptTemplate, MessagesPlaceholder } from '@langchain/core/prompts'
+import { OpenAIFunctionsAgentOutputParser } from 'langchain/agents/openai/output_parser'
 import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
 import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
-import { OpenAIFunctionsAgentOutputParser } from 'langchain/agents/openai/output_parser'
 import { AgentExecutor, formatAgentSteps } from '../../../src/agents'
 
 const defaultMessage = `Do your best to answer the questions. Feel free to use any tools available to look up relevant information, only if necessary.`

packages/components/nodes/agents/MRKLAgentChat/MRKLAgentChat.ts

@@ -1,10 +1,13 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
-import { initializeAgentExecutorWithOptions, AgentExecutor } from 'langchain/agents'
-import { getBaseClasses } from '../../../src/utils'
-import { Tool } from 'langchain/tools'
-import { BaseLanguageModel } from 'langchain/base_language'
 import { flatten } from 'lodash'
+import { AgentExecutor } from 'langchain/agents'
+import { pull } from 'langchain/hub'
+import { Tool } from '@langchain/core/tools'
+import type { PromptTemplate } from '@langchain/core/prompts'
+import { BaseChatModel } from '@langchain/core/language_models/chat_models'
 import { additionalCallbacks } from '../../../src/handler'
+import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { getBaseClasses } from '../../../src/utils'
+import { createReactAgent } from '../../../src/agents'
 
 class MRKLAgentChat_Agents implements INode {
     label: string
@@ -16,11 +19,12 @@ class MRKLAgentChat_Agents implements INode {
     category: string
     baseClasses: string[]
     inputs: INodeParams[]
+    sessionId?: string
 
-    constructor() {
+    constructor(fields?: { sessionId?: string }) {
         this.label = 'ReAct Agent for Chat Models'
         this.name = 'mrklAgentChat'
-        this.version = 1.0
+        this.version = 3.0
         this.type = 'AgentExecutor'
         this.category = 'Agents'
         this.icon = 'agent.svg'
@@ -34,30 +38,64 @@ class MRKLAgentChat_Agents implements INode {
                 list: true
             },
             {
-                label: 'Language Model',
+                label: 'Chat Model',
                 name: 'model',
-                type: 'BaseLanguageModel'
+                type: 'BaseChatModel'
+            },
+            {
+                label: 'Memory',
+                name: 'memory',
+                type: 'BaseChatMemory'
             }
         ]
+        this.sessionId = fields?.sessionId
     }
 
-    async init(nodeData: INodeData): Promise<any> {
+    async init(): Promise<any> {
-        const model = nodeData.inputs?.model as BaseLanguageModel
+        return null
-        let tools = nodeData.inputs?.tools as Tool[]
-        tools = flatten(tools)
-        const executor = await initializeAgentExecutorWithOptions(tools, model, {
-            agentType: 'chat-zero-shot-react-description',
-            verbose: process.env.DEBUG === 'true' ? true : false
-        })
-        return executor
     }
 
     async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string> {
-        const executor = nodeData.instance as AgentExecutor
+        const memory = nodeData.inputs?.memory as FlowiseMemory
+        const model = nodeData.inputs?.model as BaseChatModel
+        let tools = nodeData.inputs?.tools as Tool[]
+        tools = flatten(tools)
+
+        const promptWithChat = await pull<PromptTemplate>('hwchase17/react-chat')
+
+        const agent = await createReactAgent({
+            llm: model,
+            tools,
+            prompt: promptWithChat
+        })
+
+        const executor = new AgentExecutor({
+            agent,
+            tools,
+            verbose: process.env.DEBUG === 'true' ? true : false
+        })
 
         const callbacks = await additionalCallbacks(nodeData, options)
 
-        const result = await executor.call({ input }, [...callbacks])
+        const prevChatHistory = options.chatHistory
+        const chatHistory = ((await memory.getChatMessages(this.sessionId, false, prevChatHistory)) as IMessage[]) ?? []
+        const chatHistoryString = chatHistory.map((hist) => hist.message).join('\\n')
+
+        const result = await executor.invoke({ input, chat_history: chatHistoryString }, { callbacks })
+
+        await memory.addChatMessages(
+            [
+                {
+                    text: input,
+                    type: 'userMessage'
+                },
+                {
+                    text: result?.output,
+                    type: 'apiMessage'
+                }
+            ],
+            this.sessionId
+        )
 
         return result?.output
     }

packages/components/nodes/agents/MRKLAgentLLM/MRKLAgentLLM.ts

@@ -1,10 +1,13 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
-import { initializeAgentExecutorWithOptions, AgentExecutor } from 'langchain/agents'
-import { Tool } from 'langchain/tools'
-import { getBaseClasses } from '../../../src/utils'
-import { BaseLanguageModel } from 'langchain/base_language'
 import { flatten } from 'lodash'
+import { AgentExecutor } from 'langchain/agents'
+import { pull } from 'langchain/hub'
+import { Tool } from '@langchain/core/tools'
+import type { PromptTemplate } from '@langchain/core/prompts'
+import { BaseLanguageModel } from 'langchain/base_language'
 import { additionalCallbacks } from '../../../src/handler'
+import { getBaseClasses } from '../../../src/utils'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { createReactAgent } from '../../../src/agents'
 
 class MRKLAgentLLM_Agents implements INode {
     label: string
@@ -41,24 +44,32 @@ class MRKLAgentLLM_Agents implements INode {
         ]
     }
 
-    async init(nodeData: INodeData): Promise<any> {
+    async init(): Promise<any> {
+        return null
+    }
+
+    async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string> {
         const model = nodeData.inputs?.model as BaseLanguageModel
         let tools = nodeData.inputs?.tools as Tool[]
         tools = flatten(tools)
 
-        const executor = await initializeAgentExecutorWithOptions(tools, model, {
+        const prompt = await pull<PromptTemplate>('hwchase17/react')
-            agentType: 'zero-shot-react-description',
+
+        const agent = await createReactAgent({
+            llm: model,
+            tools,
+            prompt
+        })
+
+        const executor = new AgentExecutor({
+            agent,
+            tools,
             verbose: process.env.DEBUG === 'true' ? true : false
         })
-        return executor
-    }
-
-    async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string> {
-        const executor = nodeData.instance as AgentExecutor
 
         const callbacks = await additionalCallbacks(nodeData, options)
 
-        const result = await executor.call({ input }, [...callbacks])
+        const result = await executor.invoke({ input }, { callbacks })
 
         return result?.output
     }

packages/components/nodes/agents/OpenAIFunctionAgent/OpenAIFunctionAgent.ts

@@ -1,13 +1,14 @@
-import { ChainValues, AgentStep, BaseMessage } from 'langchain/schema'
-import { getBaseClasses } from '../../../src/utils'
 import { flatten } from 'lodash'
-import { RunnableSequence } from 'langchain/schema/runnable'
+import { BaseMessage } from '@langchain/core/messages'
-import { formatToOpenAIFunction } from 'langchain/tools'
+import { ChainValues } from '@langchain/core/utils/types'
-import { ChatOpenAI } from 'langchain/chat_models/openai'
+import { AgentStep } from '@langchain/core/agents'
+import { RunnableSequence } from '@langchain/core/runnables'
+import { ChatOpenAI, formatToOpenAIFunction } from '@langchain/openai'
+import { ChatPromptTemplate, MessagesPlaceholder } from '@langchain/core/prompts'
+import { OpenAIFunctionsAgentOutputParser } from 'langchain/agents/openai/output_parser'
+import { getBaseClasses } from '../../../src/utils'
 import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
-import { ChatPromptTemplate, MessagesPlaceholder } from 'langchain/prompts'
-import { OpenAIFunctionsAgentOutputParser } from 'langchain/agents/openai/output_parser'
 import { AgentExecutor, formatAgentSteps } from '../../../src/agents'
 
 class OpenAIFunctionAgent_Agents implements INode {

packages/components/nodes/analytic/Lunary/Lunary.ts

@@ -1,6 +1,6 @@
 import { INode, INodeParams } from '../../../src/Interface'
 
-class LLMonitor_Analytic implements INode {
+class Lunary_Analytic implements INode {
     label: string
     name: string
     version: number
@@ -13,10 +13,10 @@ class LLMonitor_Analytic implements INode {
     credential: INodeParams
 
     constructor() {
-        this.label = 'LLMonitor'
+        this.label = 'Lunary'
-        this.name = 'llmonitor'
+        this.name = 'lunary'
         this.version = 1.0
-        this.type = 'LLMonitor'
+        this.type = 'Lunary'
         this.icon = 'Lunary.svg'
         this.category = 'Analytic'
         this.baseClasses = [this.type]
@@ -25,9 +25,9 @@ class LLMonitor_Analytic implements INode {
             label: 'Connect Credential',
             name: 'credential',
             type: 'credential',
-            credentialNames: ['llmonitorApi']
+            credentialNames: ['lunaryApi']
         }
     }
 }
 
-module.exports = { nodeClass: LLMonitor_Analytic }
+module.exports = { nodeClass: Lunary_Analytic }

packages/components/nodes/cache/InMemoryCache/InMemoryCache.ts

@@ -1,6 +1,6 @@
-import { getBaseClasses, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
+import { BaseCache } from '@langchain/core/caches'
-import { BaseCache } from 'langchain/schema'
 import hash from 'object-hash'
+import { getBaseClasses, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
 
 class InMemoryCache implements INode {
     label: string

packages/components/nodes/cache/InMemoryCache/InMemoryEmbeddingCache.ts

@@ -1,7 +1,7 @@
-import { getBaseClasses, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
+import { Embeddings } from '@langchain/core/embeddings'
+import { BaseStore } from '@langchain/core/stores'
 import { CacheBackedEmbeddings } from 'langchain/embeddings/cache_backed'
-import { Embeddings } from 'langchain/embeddings/base'
+import { getBaseClasses, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
-import { BaseStore } from 'langchain/schema/storage'
 
 class InMemoryEmbeddingCache implements INode {
     label: string

packages/components/nodes/cache/MomentoCache/MomentoCache.ts

@@ -1,6 +1,6 @@
-import { getBaseClasses, getCredentialData, getCredentialParam, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
-import { MomentoCache as LangchainMomentoCache } from 'langchain/cache/momento'
 import { CacheClient, Configurations, CredentialProvider } from '@gomomento/sdk'
+import { MomentoCache as LangchainMomentoCache } from '@langchain/community/caches/momento'
+import { getBaseClasses, getCredentialData, getCredentialParam, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
 
 class MomentoCache implements INode {
     label: string

packages/components/nodes/cache/RedisCache/RedisCache.ts

@@ -1,9 +1,10 @@
-import { getBaseClasses, getCredentialData, getCredentialParam, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
-import { RedisCache as LangchainRedisCache } from 'langchain/cache/ioredis'
 import { Redis, RedisOptions } from 'ioredis'
 import { isEqual } from 'lodash'
-import { Generation, ChatGeneration, StoredGeneration, mapStoredMessageToChatMessage } from 'langchain/schema'
 import hash from 'object-hash'
+import { RedisCache as LangchainRedisCache } from '@langchain/community/caches/ioredis'
+import { StoredGeneration, mapStoredMessageToChatMessage } from '@langchain/core/messages'
+import { Generation, ChatGeneration } from '@langchain/core/outputs'
+import { getBaseClasses, getCredentialData, getCredentialParam, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
 
 let redisClientSingleton: Redis
 let redisClientOption: RedisOptions

packages/components/nodes/cache/RedisCache/RedisEmbeddingsCache.ts

@@ -1,9 +1,9 @@
-import { getBaseClasses, getCredentialData, getCredentialParam, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
 import { Redis, RedisOptions } from 'ioredis'
 import { isEqual } from 'lodash'
+import { RedisByteStore } from '@langchain/community/storage/ioredis'
+import { Embeddings } from '@langchain/core/embeddings'
 import { CacheBackedEmbeddings } from 'langchain/embeddings/cache_backed'
-import { RedisByteStore } from 'langchain/storage/ioredis'
+import { getBaseClasses, getCredentialData, getCredentialParam, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
-import { Embeddings } from 'langchain/embeddings/base'
 
 let redisClientSingleton: Redis
 let redisClientOption: RedisOptions

packages/components/nodes/cache/UpstashRedisCache/UpstashRedisCache.ts

@@ -1,5 +1,5 @@
+import { UpstashRedisCache as LangchainUpstashRedisCache } from '@langchain/community/caches/upstash_redis'
 import { getBaseClasses, getCredentialData, getCredentialParam, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
-import { UpstashRedisCache as LangchainUpstashRedisCache } from 'langchain/cache/upstash_redis'
 
 class UpstashRedisCache implements INode {
     label: string

packages/components/nodes/chains/ApiChain/GETApiChain.ts

@@ -1,8 +1,8 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
+import { PromptTemplate } from '@langchain/core/prompts'
 import { APIChain } from 'langchain/chains'
 import { getBaseClasses } from '../../../src/utils'
-import { BaseLanguageModel } from 'langchain/base_language'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
-import { PromptTemplate } from 'langchain/prompts'
 import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
 
 export const API_URL_RAW_PROMPT_TEMPLATE = `You are given the below API Documentation:

packages/components/nodes/chains/ApiChain/OpenAPIChain.ts

@@ -1,7 +1,7 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { ChatOpenAI } from '@langchain/openai'
 import { APIChain, createOpenAPIChain } from 'langchain/chains'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { ChatOpenAI } from 'langchain/chat_models/openai'
 import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
 
 class OpenApiChain_Chains implements INode {

packages/components/nodes/chains/ApiChain/POSTApiChain.ts

@@ -1,9 +1,9 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
-import { getBaseClasses } from '../../../src/utils'
+import { PromptTemplate } from '@langchain/core/prompts'
-import { BaseLanguageModel } from 'langchain/base_language'
-import { PromptTemplate } from 'langchain/prompts'
 import { API_RESPONSE_RAW_PROMPT_TEMPLATE, API_URL_RAW_PROMPT_TEMPLATE, APIChain } from './postCore'
 import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { getBaseClasses } from '../../../src/utils'
 
 class POSTApiChain_Chains implements INode {
     label: string

packages/components/nodes/chains/ApiChain/postCore.ts

@@ -1,8 +1,8 @@
-import { BaseLanguageModel } from 'langchain/base_language'
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
-import { CallbackManagerForChainRun } from 'langchain/callbacks'
+import { CallbackManagerForChainRun } from '@langchain/core/callbacks/manager'
 import { BaseChain, ChainInputs, LLMChain, SerializedAPIChain } from 'langchain/chains'
-import { BasePromptTemplate, PromptTemplate } from 'langchain/prompts'
+import { BasePromptTemplate, PromptTemplate } from '@langchain/core/prompts'
-import { ChainValues } from 'langchain/schema'
+import { ChainValues } from '@langchain/core/utils/types'
 import fetch from 'node-fetch'
 
 export const API_URL_RAW_PROMPT_TEMPLATE = `You are given the below API Documentation:

packages/components/nodes/chains/ConversationChain/ConversationChain.ts

@@ -1,12 +1,12 @@
-import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { ChatPromptTemplate, HumanMessagePromptTemplate, MessagesPlaceholder, SystemMessagePromptTemplate } from '@langchain/core/prompts'
-import { ConversationChain } from 'langchain/chains'
+import { BaseChatModel } from '@langchain/core/language_models/chat_models'
-import { getBaseClasses, handleEscapeCharacters } from '../../../src/utils'
+import { RunnableSequence } from '@langchain/core/runnables'
-import { ChatPromptTemplate, HumanMessagePromptTemplate, MessagesPlaceholder, SystemMessagePromptTemplate } from 'langchain/prompts'
+import { StringOutputParser } from '@langchain/core/output_parsers'
-import { BaseChatModel } from 'langchain/chat_models/base'
-import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
-import { RunnableSequence } from 'langchain/schema/runnable'
-import { StringOutputParser } from 'langchain/schema/output_parser'
 import { ConsoleCallbackHandler as LCConsoleCallbackHandler } from '@langchain/core/tracers/console'
+import { ConversationChain } from 'langchain/chains'
+import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
+import { getBaseClasses, handleEscapeCharacters } from '../../../src/utils'
 import { checkInputs, Moderation, streamResponse } from '../../moderation/Moderation'
 import { formatResponse } from '../../outputparsers/OutputParserHelpers'
 

packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts

@@ -1,19 +1,18 @@
-import { BaseLanguageModel } from 'langchain/base_language'
-import { ConversationalRetrievalQAChain } from 'langchain/chains'
-import { BaseRetriever } from 'langchain/schema/retriever'
-import { BufferMemoryInput } from 'langchain/memory'
-import { PromptTemplate } from 'langchain/prompts'
-import { QA_TEMPLATE, REPHRASE_TEMPLATE, RESPONSE_TEMPLATE } from './prompts'
-import { Runnable, RunnableSequence, RunnableMap, RunnableBranch, RunnableLambda } from 'langchain/schema/runnable'
-import { BaseMessage, HumanMessage, AIMessage } from 'langchain/schema'
-import { StringOutputParser } from 'langchain/schema/output_parser'
-import type { Document } from 'langchain/document'
-import { ChatPromptTemplate, MessagesPlaceholder } from 'langchain/prompts'
 import { applyPatch } from 'fast-json-patch'
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
+import { BaseRetriever } from '@langchain/core/retrievers'
+import { PromptTemplate, ChatPromptTemplate, MessagesPlaceholder } from '@langchain/core/prompts'
+import { Runnable, RunnableSequence, RunnableMap, RunnableBranch, RunnableLambda } from '@langchain/core/runnables'
+import { BaseMessage, HumanMessage, AIMessage } from '@langchain/core/messages'
+import { ConsoleCallbackHandler as LCConsoleCallbackHandler } from '@langchain/core/tracers/console'
+import { StringOutputParser } from '@langchain/core/output_parsers'
+import type { Document } from '@langchain/core/documents'
+import { BufferMemoryInput } from 'langchain/memory'
+import { ConversationalRetrievalQAChain } from 'langchain/chains'
 import { convertBaseMessagetoIMessage, getBaseClasses } from '../../../src/utils'
 import { ConsoleCallbackHandler, additionalCallbacks } from '../../../src/handler'
 import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams, MemoryMethods } from '../../../src/Interface'
-import { ConsoleCallbackHandler as LCConsoleCallbackHandler } from '@langchain/core/tracers/console'
+import { QA_TEMPLATE, REPHRASE_TEMPLATE, RESPONSE_TEMPLATE } from './prompts'
 
 type RetrievalChainInput = {
     chat_history: string

packages/components/nodes/chains/LLMChain/LLMChain.ts

@@ -1,13 +1,12 @@
-import { ICommonObject, INode, INodeData, INodeOutputsValue, INodeParams } from '../../../src/Interface'
+import { BaseLanguageModel, BaseLanguageModelCallOptions } from '@langchain/core/language_models/base'
-import { getBaseClasses, handleEscapeCharacters } from '../../../src/utils'
+import { BaseLLMOutputParser, BaseOutputParser } from '@langchain/core/output_parsers'
-import { LLMChain } from 'langchain/chains'
-import { BaseLanguageModel, BaseLanguageModelCallOptions } from 'langchain/base_language'
-import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
-import { BaseOutputParser } from 'langchain/schema/output_parser'
-import { formatResponse, injectOutputParser } from '../../outputparsers/OutputParserHelpers'
-import { BaseLLMOutputParser } from 'langchain/schema/output_parser'
 import { OutputFixingParser } from 'langchain/output_parsers'
+import { LLMChain } from 'langchain/chains'
+import { ICommonObject, INode, INodeData, INodeOutputsValue, INodeParams } from '../../../src/Interface'
+import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
+import { getBaseClasses, handleEscapeCharacters } from '../../../src/utils'
 import { checkInputs, Moderation, streamResponse } from '../../moderation/Moderation'
+import { formatResponse, injectOutputParser } from '../../outputparsers/OutputParserHelpers'
 
 class LLMChain_Chains implements INode {
     label: string

packages/components/nodes/chains/MultiPromptChain/MultiPromptChain.ts

@@ -1,7 +1,7 @@
-import { BaseLanguageModel } from 'langchain/base_language'
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
+import { MultiPromptChain } from 'langchain/chains'
 import { ICommonObject, INode, INodeData, INodeParams, PromptRetriever } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { MultiPromptChain } from 'langchain/chains'
 import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
 
 class MultiPromptChain_Chains implements INode {

packages/components/nodes/chains/MultiRetrievalQAChain/MultiRetrievalQAChain.ts

@@ -1,7 +1,7 @@
-import { BaseLanguageModel } from 'langchain/base_language'
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
+import { MultiRetrievalQAChain } from 'langchain/chains'
 import { ICommonObject, INode, INodeData, INodeParams, VectorStoreRetriever } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { MultiRetrievalQAChain } from 'langchain/chains'
 import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
 
 class MultiRetrievalQAChain_Chains implements INode {

packages/components/nodes/chains/RetrievalQAChain/RetrievalQAChain.ts

@@ -1,9 +1,9 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { BaseRetriever } from '@langchain/core/retrievers'
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
 import { RetrievalQAChain } from 'langchain/chains'
-import { BaseRetriever } from 'langchain/schema/retriever'
-import { getBaseClasses } from '../../../src/utils'
-import { BaseLanguageModel } from 'langchain/base_language'
 import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { getBaseClasses } from '../../../src/utils'
 
 class RetrievalQAChain_Chains implements INode {
     label: string

packages/components/nodes/chains/SqlDatabaseChain/SqlDatabaseChain.ts

@@ -1,12 +1,12 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
-import { SqlDatabaseChain, SqlDatabaseChainInput, DEFAULT_SQL_DATABASE_PROMPT } from 'langchain/chains/sql_db'
-import { getBaseClasses, getInputVariables } from '../../../src/utils'
-import { DataSource } from 'typeorm'
-import { SqlDatabase } from 'langchain/sql_db'
-import { BaseLanguageModel } from 'langchain/base_language'
-import { PromptTemplate, PromptTemplateInput } from 'langchain/prompts'
-import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
 import { DataSourceOptions } from 'typeorm/data-source'
+import { DataSource } from 'typeorm'
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
+import { PromptTemplate, PromptTemplateInput } from '@langchain/core/prompts'
+import { SqlDatabaseChain, SqlDatabaseChainInput, DEFAULT_SQL_DATABASE_PROMPT } from 'langchain/chains/sql_db'
+import { SqlDatabase } from 'langchain/sql_db'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
+import { getBaseClasses, getInputVariables } from '../../../src/utils'
 
 type DatabaseType = 'sqlite' | 'postgres' | 'mssql' | 'mysql'
 

packages/components/nodes/chains/VectaraChain/VectaraChain.ts

@@ -1,9 +1,9 @@
+import fetch from 'node-fetch'
+import { Document } from '@langchain/core/documents'
+import { VectaraStore } from '@langchain/community/vectorstores/vectara'
+import { VectorDBQAChain } from 'langchain/chains'
 import { INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { VectorDBQAChain } from 'langchain/chains'
-import { Document } from 'langchain/document'
-import { VectaraStore } from 'langchain/vectorstores/vectara'
-import fetch from 'node-fetch'
 
 // functionality based on https://github.com/vectara/vectara-answer
 const reorderCitations = (unorderedSummary: string) => {

packages/components/nodes/chains/VectorDBQAChain/VectorDBQAChain.ts

@@ -1,9 +1,9 @@
+import { BaseLanguageModel } from '@langchain/core/language_models/base'
+import { VectorStore } from '@langchain/core/vectorstores'
+import { VectorDBQAChain } from 'langchain/chains'
+import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { VectorDBQAChain } from 'langchain/chains'
-import { BaseLanguageModel } from 'langchain/base_language'
-import { VectorStore } from 'langchain/vectorstores/base'
-import { ConsoleCallbackHandler, CustomChainHandler, additionalCallbacks } from '../../../src/handler'
 
 class VectorDBQAChain_Chains implements INode {
     label: string

packages/components/nodes/chatmodels/AWSBedrock/AWSChatBedrock.ts

@@ -1,9 +1,9 @@
+import { BedrockChat } from '@langchain/community/chat_models/bedrock'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseChatModelParams } from '@langchain/core/language_models/chat_models'
+import { BaseBedrockInput } from 'langchain/dist/util/bedrock'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { BedrockChat } from 'langchain/chat_models/bedrock'
-import { BaseBedrockInput } from 'langchain/dist/util/bedrock'
-import { BaseCache } from 'langchain/schema'
-import { BaseChatModelParams } from 'langchain/chat_models/base'
 
 /**
  * I had to run the following to build the component

packages/components/nodes/chatmodels/AzureChatOpenAI/AzureChatOpenAI.ts

@@ -1,8 +1,8 @@
+import { AzureOpenAIInput, ChatOpenAI, OpenAIChatInput } from '@langchain/openai'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { AzureOpenAIInput, ChatOpenAI, OpenAIChatInput } from 'langchain/chat_models/openai'
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 
 class AzureChatOpenAI_ChatModels implements INode {
     label: string

packages/components/nodes/chatmodels/Bittensor/Bittensor.ts

@@ -1,7 +1,7 @@
+import { BaseCache } from '@langchain/core/caches'
+import { NIBittensorChatModel, BittensorInput } from 'langchain/experimental/chat_models/bittensor'
 import { INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { NIBittensorChatModel, BittensorInput } from 'langchain/experimental/chat_models/bittensor'
-import { BaseCache } from 'langchain/schema'
 
 class Bittensor_ChatModels implements INode {
     label: string

packages/components/nodes/chatmodels/ChatAnthropic/ChatAnthropic.ts

@@ -1,8 +1,8 @@
+import { AnthropicInput, ChatAnthropic } from '@langchain/anthropic'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { AnthropicInput, ChatAnthropic } from 'langchain/chat_models/anthropic'
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 
 class ChatAnthropic_ChatModels implements INode {
     label: string

packages/components/nodes/chatmodels/ChatGoogleGenerativeAI/ChatGoogleGenerativeAI.ts

@@ -1,9 +1,9 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
-import { convertMultiOptionsToStringArray, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { BaseCache } from 'langchain/schema'
-import { ChatGoogleGenerativeAI, GoogleGenerativeAIChatInput } from '@langchain/google-genai'
 import { HarmBlockThreshold, HarmCategory } from '@google/generative-ai'
 import type { SafetySetting } from '@google/generative-ai'
+import { ChatGoogleGenerativeAI, GoogleGenerativeAIChatInput } from '@langchain/google-genai'
+import { BaseCache } from '@langchain/core/caches'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { convertMultiOptionsToStringArray, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
 
 class GoogleGenerativeAI_ChatModels implements INode {
     label: string

packages/components/nodes/chatmodels/ChatGooglePaLM/ChatGooglePaLM.ts

@@ -1,7 +1,7 @@
+import { ChatGooglePaLM, GooglePaLMChatInput } from '@langchain/community/chat_models/googlepalm'
+import { BaseCache } from '@langchain/core/caches'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { ChatGooglePaLM, GooglePaLMChatInput } from 'langchain/chat_models/googlepalm'
-import { BaseCache } from 'langchain/schema'
 
 class ChatGooglePaLM_ChatModels implements INode {
     label: string

packages/components/nodes/chatmodels/ChatGoogleVertexAI/ChatGoogleVertexAI.ts

@@ -1,8 +1,8 @@
+import { GoogleAuthOptions } from 'google-auth-library'
+import { BaseCache } from '@langchain/core/caches'
+import { ChatGoogleVertexAI, GoogleVertexAIChatInput } from '@langchain/community/chat_models/googlevertexai'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { ChatGoogleVertexAI, GoogleVertexAIChatInput } from 'langchain/chat_models/googlevertexai'
-import { GoogleAuthOptions } from 'google-auth-library'
-import { BaseCache } from 'langchain/schema'
 
 class GoogleVertexAI_ChatModels implements INode {
     label: string

packages/components/nodes/chatmodels/ChatHuggingFace/ChatHuggingFace.ts

@@ -1,7 +1,7 @@
+import { BaseCache } from '@langchain/core/caches'
+import { HFInput, HuggingFaceInference } from './core'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { HFInput, HuggingFaceInference } from './core'
-import { BaseCache } from 'langchain/schema'
 
 class ChatHuggingFace_ChatModels implements INode {
     label: string

packages/components/nodes/chatmodels/ChatHuggingFace/core.ts

@@ -1,5 +1,5 @@
+import { LLM, BaseLLMParams } from '@langchain/core/language_models/llms'
 import { getEnvironmentVariable } from '../../../src/utils'
-import { LLM, BaseLLMParams } from 'langchain/llms/base'
 
 export interface HFInput {
     /** Model to use */

packages/components/nodes/chatmodels/ChatLocalAI/ChatLocalAI.ts

@@ -1,9 +1,8 @@
+import { OpenAIChatInput, ChatOpenAI } from '@langchain/openai'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { OpenAIChat } from 'langchain/llms/openai'
-import { OpenAIChatInput } from 'langchain/chat_models/openai'
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 
 class ChatLocalAI_ChatModels implements INode {
     label: string
@@ -25,7 +24,7 @@ class ChatLocalAI_ChatModels implements INode {
         this.icon = 'localai.png'
         this.category = 'Chat Models'
         this.description = 'Use local LLMs like llama.cpp, gpt4all using LocalAI'
-        this.baseClasses = [this.type, 'BaseChatModel', ...getBaseClasses(OpenAIChat)]
+        this.baseClasses = [this.type, 'BaseChatModel', ...getBaseClasses(ChatOpenAI)]
         this.credential = {
             label: 'Connect Credential',
             name: 'credential',
@@ -111,7 +110,7 @@ class ChatLocalAI_ChatModels implements INode {
         if (cache) obj.cache = cache
         if (localAIApiKey) obj.openAIApiKey = localAIApiKey
 
-        const model = new OpenAIChat(obj, { basePath })
+        const model = new ChatOpenAI(obj, { basePath })
 
         return model
     }

packages/components/nodes/chatmodels/ChatMistral/ChatMistral.ts

@@ -1,7 +1,7 @@
+import { BaseCache } from '@langchain/core/caches'
+import { ChatMistralAI, ChatMistralAIInput } from '@langchain/mistralai'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { BaseCache } from 'langchain/schema'
-import { ChatMistralAI, ChatMistralAIInput } from '@langchain/mistralai'
 
 class ChatMistral_ChatModels implements INode {
     label: string

packages/components/nodes/chatmodels/ChatOllama/ChatOllama.ts

@@ -1,8 +1,8 @@
+import { ChatOllama, ChatOllamaInput } from '@langchain/community/chat_models/ollama'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
 import { INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { ChatOllama, ChatOllamaInput } from 'langchain/chat_models/ollama'
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 
 class ChatOllama_ChatModels implements INode {
     label: string

packages/components/nodes/chatmodels/ChatOpenAI/ChatOpenAI.ts

@@ -1,8 +1,8 @@
+import { ChatOpenAI, OpenAIChatInput } from '@langchain/openai'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { ChatOpenAI, OpenAIChatInput } from 'langchain/chat_models/openai'
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 
 class ChatOpenAI_ChatModels implements INode {
     label: string
@@ -19,7 +19,7 @@ class ChatOpenAI_ChatModels implements INode {
     constructor() {
         this.label = 'ChatOpenAI'
         this.name = 'chatOpenAI'
-        this.version = 3.0
+        this.version = 4.0
         this.type = 'ChatOpenAI'
         this.icon = 'openai.svg'
         this.category = 'Chat Models'
@@ -59,6 +59,10 @@ class ChatOpenAI_ChatModels implements INode {
                         label: 'gpt-4-1106-preview',
                         name: 'gpt-4-1106-preview'
                     },
+                    {
+                        label: 'gpt-4-1106-vision-preview',
+                        name: 'gpt-4-1106-vision-preview'
+                    },
                     {
                         label: 'gpt-4-vision-preview',
                         name: 'gpt-4-vision-preview'

packages/components/nodes/chatmodels/ChatOpenAICustom/ChatOpenAICustom.ts

@@ -1,8 +1,8 @@
+import { ChatOpenAI, OpenAIChatInput } from '@langchain/openai'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { ChatOpenAI, OpenAIChatInput } from 'langchain/chat_models/openai'
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 
 class ChatOpenAICustom_ChatModels implements INode {
     label: string

packages/components/nodes/documentloaders/API/APILoader.ts

@@ -1,8 +1,8 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import axios, { AxiosRequestConfig } from 'axios'
+import { Document } from '@langchain/core/documents'
 import { TextSplitter } from 'langchain/text_splitter'
 import { BaseDocumentLoader } from 'langchain/document_loaders/base'
-import { Document } from 'langchain/document'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
-import axios, { AxiosRequestConfig } from 'axios'
 
 class API_DocumentLoaders implements INode {
     label: string

packages/components/nodes/documentloaders/Airtable/Airtable.ts

@@ -1,9 +1,9 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import axios from 'axios'
+import { Document } from '@langchain/core/documents'
 import { TextSplitter } from 'langchain/text_splitter'
 import { BaseDocumentLoader } from 'langchain/document_loaders/base'
-import { Document } from 'langchain/document'
-import axios from 'axios'
 import { getCredentialData, getCredentialParam } from '../../../src/utils'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 
 class Airtable_DocumentLoaders implements INode {
     label: string

packages/components/nodes/documentloaders/ApifyWebsiteContentCrawler/ApifyWebsiteContentCrawler.ts

@@ -2,7 +2,7 @@ import { INode, INodeData, INodeParams, ICommonObject } from '../../../src/Inter
 import { getCredentialData, getCredentialParam } from '../../../src/utils'
 import { TextSplitter } from 'langchain/text_splitter'
 import { ApifyDatasetLoader } from 'langchain/document_loaders/web/apify_dataset'
-import { Document } from 'langchain/document'
+import { Document } from '@langchain/core/documents'
 
 class ApifyWebsiteContentCrawler_DocumentLoaders implements INode {
     label: string

packages/components/nodes/documentloaders/PlainText/PlainText.ts

@@ -1,6 +1,6 @@
 import { INode, INodeData, INodeOutputsValue, INodeParams } from '../../../src/Interface'
 import { TextSplitter } from 'langchain/text_splitter'
-import { Document } from 'langchain/document'
+import { Document } from '@langchain/core/documents'
 import { handleEscapeCharacters } from '../../../src'
 
 class PlainText_DocumentLoaders implements INode {

packages/components/nodes/documentloaders/Subtitles/Subtitles.ts

@@ -1,97 +0,0 @@
-import { INode, INodeData, INodeParams } from '../../../src/Interface'
-import { TextSplitter } from 'langchain/text_splitter'
-import { SRTLoader } from 'langchain/document_loaders/fs/srt'
-
-class Subtitles_DocumentLoaders implements INode {
-    label: string
-    name: string
-    version: number
-    description: string
-    type: string
-    icon: string
-    category: string
-    baseClasses: string[]
-    inputs: INodeParams[]
-
-    constructor() {
-        this.label = 'Subtitles File'
-        this.name = 'subtitlesFile'
-        this.version = 1.0
-        this.type = 'Document'
-        this.icon = 'subtitlesFile.svg'
-        this.category = 'Document Loaders'
-        this.description = `Load data from subtitles files`
-        this.baseClasses = [this.type]
-        this.inputs = [
-            {
-                label: 'Subtitles File',
-                name: 'subtitlesFile',
-                type: 'file',
-                fileType: '.srt'
-            },
-            {
-                label: 'Text Splitter',
-                name: 'textSplitter',
-                type: 'TextSplitter',
-                optional: true
-            },
-            {
-                label: 'Metadata',
-                name: 'metadata',
-                type: 'json',
-                optional: true,
-                additionalParams: true
-            }
-        ]
-    }
-
-    async init(nodeData: INodeData): Promise<any> {
-        const textSplitter = nodeData.inputs?.textSplitter as TextSplitter
-        const subtitlesFileBase64 = nodeData.inputs?.subtitlesFile as string
-        const metadata = nodeData.inputs?.metadata
-
-        let alldocs = []
-        let files: string[] = []
-
-        if (subtitlesFileBase64.startsWith('[') && subtitlesFileBase64.endsWith(']')) {
-            files = JSON.parse(subtitlesFileBase64)
-        } else {
-            files = [subtitlesFileBase64]
-        }
-
-        for (const file of files) {
-            const splitDataURI = file.split(',')
-            splitDataURI.pop()
-            const bf = Buffer.from(splitDataURI.pop() || '', 'base64')
-            const blob = new Blob([bf])
-            const loader = new SRTLoader(blob)
-
-            if (textSplitter) {
-                const docs = await loader.loadAndSplit(textSplitter)
-                alldocs.push(...docs)
-            } else {
-                const docs = await loader.load()
-                alldocs.push(...docs)
-            }
-        }
-
-        if (metadata) {
-            const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata)
-            let finaldocs = []
-            for (const doc of alldocs) {
-                const newdoc = {
-                    ...doc,
-                    metadata: {
-                        ...doc.metadata,
-                        ...parsedMetadata
-                    }
-                }
-                finaldocs.push(newdoc)
-            }
-            return finaldocs
-        }
-        return alldocs
-    }
-}
-
-module.exports = { nodeClass: Subtitles_DocumentLoaders }

packages/components/nodes/documentloaders/Subtitles/subtitlesFile.svg

@@ -1,6 +0,0 @@
-<svg width="32" height="32" viewBox="0 0 32 32" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path d="M10.01 20.45C9.01153 19.7553 6 19.6248 6 21.8374C6 24.288 10.5 22.6248 10.5 25.2074C10.5 27.1484 7.49621 27.766 6 26.5" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M24.5 27V20M22 20H27" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M18 5H9C7.89543 5 7 5.89543 7 7V15M18 5L25 12M18 5V12H25M25 12V15" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M14 27V20H17C18.1046 20 19 20.8954 19 22C19 23.1046 18.1046 24 17 24M17 24H14M17 24L19 27" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-</svg>

packages/components/nodes/documentloaders/Text/Text.ts

@@ -1,7 +1,7 @@
 import { INode, INodeData, INodeOutputsValue, INodeParams } from '../../../src/Interface'
 import { TextSplitter } from 'langchain/text_splitter'
 import { TextLoader } from 'langchain/document_loaders/fs/text'
-import { Document } from 'langchain/document'
+import { Document } from '@langchain/core/documents'
 import { handleEscapeCharacters } from '../../../src'
 
 class Text_DocumentLoaders implements INode {

packages/components/nodes/documentloaders/VectorStoreToDocument/VectorStoreToDocument.ts

@@ -1,4 +1,4 @@
-import { VectorStore } from 'langchain/vectorstores/base'
+import { VectorStore } from '@langchain/core/vectorstores'
 import { INode, INodeData, INodeOutputsValue, INodeParams } from '../../../src/Interface'
 import { handleEscapeCharacters } from '../../../src/utils'
 

packages/components/nodes/embeddings/AWSBedrockEmbedding/AWSBedrockEmbedding.ts

@@ -1,7 +1,7 @@
+import { BedrockRuntimeClient, InvokeModelCommand } from '@aws-sdk/client-bedrock-runtime'
+import { BedrockEmbeddings, BedrockEmbeddingsParams } from '@langchain/community/embeddings/bedrock'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { BedrockEmbeddings, BedrockEmbeddingsParams } from 'langchain/embeddings/bedrock'
-import { BedrockRuntimeClient, InvokeModelCommand } from '@aws-sdk/client-bedrock-runtime'
 
 class AWSBedrockEmbedding_Embeddings implements INode {
     label: string

packages/components/nodes/embeddings/AzureOpenAIEmbedding/AzureOpenAIEmbedding.ts

@@ -1,7 +1,6 @@
-import { AzureOpenAIInput } from 'langchain/chat_models/openai'
+import { AzureOpenAIInput, OpenAIEmbeddings, OpenAIEmbeddingsParams } from '@langchain/openai'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { OpenAIEmbeddings, OpenAIEmbeddingsParams } from 'langchain/embeddings/openai'
 
 class AzureOpenAIEmbedding_Embeddings implements INode {
     label: string

packages/components/nodes/embeddings/CohereEmbedding/CohereEmbedding.ts

@@ -1,6 +1,6 @@
+import { CohereEmbeddings, CohereEmbeddingsParams } from '@langchain/cohere'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { CohereEmbeddings, CohereEmbeddingsParams } from 'langchain/embeddings/cohere'
 
 class CohereEmbedding_Embeddings implements INode {
     label: string
@@ -64,7 +64,7 @@ class CohereEmbedding_Embeddings implements INode {
             apiKey: cohereApiKey
         }
 
-        if (modelName) obj.modelName = modelName
+        if (modelName) obj.model = modelName
 
         const model = new CohereEmbeddings(obj)
         return model

packages/components/nodes/embeddings/GooglePaLMEmbedding/GooglePaLMEmbedding.ts

@@ -1,6 +1,6 @@
+import { GooglePaLMEmbeddings, GooglePaLMEmbeddingsParams } from '@langchain/community/embeddings/googlepalm'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { GooglePaLMEmbeddings, GooglePaLMEmbeddingsParams } from 'langchain/embeddings/googlepalm'
 
 class GooglePaLMEmbedding_Embeddings implements INode {
     label: string

packages/components/nodes/embeddings/GoogleVertexAIEmbedding/GoogleVertexAIEmbedding.ts

@@ -1,7 +1,7 @@
-import { GoogleVertexAIEmbeddings, GoogleVertexAIEmbeddingsParams } from 'langchain/embeddings/googlevertexai'
+import { GoogleAuthOptions } from 'google-auth-library'
+import { GoogleVertexAIEmbeddings, GoogleVertexAIEmbeddingsParams } from '@langchain/community/embeddings/googlevertexai'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { GoogleAuthOptions } from 'google-auth-library'
 
 class GoogleVertexAIEmbedding_Embeddings implements INode {
     label: string

packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts

@@ -1,5 +1,5 @@
 import { HfInference } from '@huggingface/inference'
-import { Embeddings, EmbeddingsParams } from 'langchain/embeddings/base'
+import { Embeddings, EmbeddingsParams } from '@langchain/core/embeddings'
 import { getEnvironmentVariable } from '../../../src/utils'
 
 export interface HuggingFaceInferenceEmbeddingsParams extends EmbeddingsParams {

packages/components/nodes/embeddings/LocalAIEmbedding/LocalAIEmbedding.ts

@@ -1,6 +1,6 @@
+import { OpenAIEmbeddings, OpenAIEmbeddingsParams } from '@langchain/openai'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getCredentialData, getCredentialParam } from '../../../src/utils'
-import { OpenAIEmbeddings, OpenAIEmbeddingsParams } from 'langchain/embeddings/openai'
 
 class LocalAIEmbedding_Embeddings implements INode {
     label: string

packages/components/nodes/embeddings/MistralEmbedding/MistralEmbedding.ts

@@ -1,6 +1,6 @@
+import { MistralAIEmbeddings, MistralAIEmbeddingsParams } from '@langchain/mistralai'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { MistralAIEmbeddings, MistralAIEmbeddingsParams } from '@langchain/mistralai'
 
 class MistralEmbedding_Embeddings implements INode {
     label: string

packages/components/nodes/embeddings/OllamaEmbedding/OllamaEmbedding.ts

@@ -1,7 +1,7 @@
+import { OllamaEmbeddings } from '@langchain/community/embeddings/ollama'
+import { OllamaInput } from 'langchain/llms/ollama'
 import { INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { OllamaInput } from 'langchain/llms/ollama'
-import { OllamaEmbeddings } from 'langchain/embeddings/ollama'
 
 class OllamaEmbedding_Embeddings implements INode {
     label: string

packages/components/nodes/embeddings/OpenAIEmbedding/OpenAIEmbedding.ts

@@ -1,6 +1,6 @@
+import { OpenAIEmbeddings, OpenAIEmbeddingsParams } from '@langchain/openai'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { OpenAIEmbeddings, OpenAIEmbeddingsParams } from 'langchain/embeddings/openai'
 
 class OpenAIEmbedding_Embeddings implements INode {
     label: string

packages/components/nodes/embeddings/OpenAIEmbeddingCustom/OpenAIEmbeddingCustom.ts

@@ -1,6 +1,6 @@
+import { OpenAIEmbeddings, OpenAIEmbeddingsParams } from '@langchain/openai'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { OpenAIEmbeddings, OpenAIEmbeddingsParams } from 'langchain/embeddings/openai'
 
 class OpenAIEmbeddingCustom_Embeddings implements INode {
     label: string

packages/components/nodes/llms/AWSBedrock/AWSBedrock.ts

@@ -1,9 +1,9 @@
+import { Bedrock } from '@langchain/community/llms/bedrock'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
+import { BaseBedrockInput } from 'langchain/dist/util/bedrock'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { Bedrock } from 'langchain/llms/bedrock'
-import { BaseBedrockInput } from 'langchain/dist/util/bedrock'
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 
 /**
  * I had to run the following to build the component

packages/components/nodes/llms/Azure OpenAI/AzureOpenAI.ts

@@ -1,8 +1,9 @@
+import { AzureOpenAIInput, OpenAI, OpenAIInput } from '@langchain/openai'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { AzureOpenAIInput, OpenAI, OpenAIInput } from 'langchain/llms/openai'
+
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 class AzureOpenAI_LLMs implements INode {
     label: string
     name: string

packages/components/nodes/llms/Bittensor/Bittensor.ts

@@ -1,8 +1,8 @@
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
+import { NIBittensorLLM, BittensorInput } from 'langchain/experimental/llms/bittensor'
 import { INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { NIBittensorLLM, BittensorInput } from 'langchain/experimental/llms/bittensor'
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 
 class Bittensor_LLMs implements INode {
     label: string

packages/components/nodes/llms/Cohere/Cohere.ts

@@ -1,7 +1,7 @@
+import { BaseCache } from '@langchain/core/caches'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
 import { Cohere, CohereInput } from './core'
-import { BaseCache } from 'langchain/schema'
 
 class Cohere_LLMs implements INode {
     label: string

packages/components/nodes/llms/Cohere/core.ts

@@ -1,4 +1,4 @@
-import { LLM, BaseLLMParams } from 'langchain/llms/base'
+import { LLM, BaseLLMParams } from '@langchain/core/language_models/llms'
 
 export interface CohereInput extends BaseLLMParams {
     /** Sampling temperature to use */

packages/components/nodes/llms/GooglePaLM/GooglePaLM.ts

@@ -1,7 +1,8 @@
+import { GooglePaLM, GooglePaLMTextInput } from '@langchain/community/llms/googlepalm'
+import { BaseCache } from '@langchain/core/caches'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { GooglePaLM, GooglePaLMTextInput } from 'langchain/llms/googlepalm'
+
-import { BaseCache } from 'langchain/schema'
 class GooglePaLM_LLMs implements INode {
     label: string
     name: string

packages/components/nodes/llms/GoogleVertexAI/GoogleVertexAI.ts

@@ -1,8 +1,8 @@
+import { GoogleAuthOptions } from 'google-auth-library'
+import { BaseCache } from '@langchain/core/caches'
+import { GoogleVertexAI, GoogleVertexAITextInput } from '@langchain/community/llms/googlevertexai'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { GoogleVertexAI, GoogleVertexAITextInput } from 'langchain/llms/googlevertexai'
-import { GoogleAuthOptions } from 'google-auth-library'
-import { BaseCache } from 'langchain/schema'
 
 class GoogleVertexAI_LLMs implements INode {
     label: string

packages/components/nodes/llms/HuggingFaceInference/HuggingFaceInference.ts

@@ -1,7 +1,7 @@
+import { BaseCache } from '@langchain/core/caches'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
 import { HFInput, HuggingFaceInference } from './core'
-import { BaseCache } from 'langchain/schema'
 
 class HuggingFaceInference_LLMs implements INode {
     label: string

packages/components/nodes/llms/HuggingFaceInference/core.ts

@@ -1,5 +1,5 @@
+import { LLM, BaseLLMParams } from '@langchain/core/language_models/llms'
 import { getEnvironmentVariable } from '../../../src/utils'
-import { LLM, BaseLLMParams } from 'langchain/llms/base'
 
 export interface HFInput {
     /** Model to use */

packages/components/nodes/llms/Ollama/Ollama.ts

@@ -1,8 +1,8 @@
+import { Ollama, OllamaInput } from '@langchain/community/llms/ollama'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
 import { INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { Ollama, OllamaInput } from 'langchain/llms/ollama'
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 
 class Ollama_LLMs implements INode {
     label: string

packages/components/nodes/llms/OpenAI/OpenAI.ts

@@ -1,8 +1,8 @@
+import { OpenAI, OpenAIInput } from '@langchain/openai'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { OpenAI, OpenAIInput } from 'langchain/llms/openai'
-import { BaseLLMParams } from 'langchain/llms/base'
-import { BaseCache } from 'langchain/schema'
 
 class OpenAI_LLMs implements INode {
     label: string

packages/components/nodes/llms/Replicate/Replicate.ts

@@ -1,8 +1,8 @@
+import { Replicate, ReplicateInput } from '@langchain/community/llms/replicate'
+import { BaseCache } from '@langchain/core/caches'
+import { BaseLLMParams } from '@langchain/core/language_models/llms'
 import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
-import { Replicate, ReplicateInput } from 'langchain/llms/replicate'
-import { BaseCache } from 'langchain/schema'
-import { BaseLLMParams } from 'langchain/llms/base'
 
 class Replicate_LLMs implements INode {
     label: string

packages/components/nodes/memory/BufferMemory/BufferMemory.ts

@@ -1,7 +1,7 @@
 import { FlowiseMemory, IMessage, INode, INodeData, INodeParams, MemoryMethods } from '../../../src/Interface'
 import { convertBaseMessagetoIMessage, getBaseClasses } from '../../../src/utils'
 import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
-import { BaseMessage } from 'langchain/schema'
+import { BaseMessage } from '@langchain/core/messages'
 
 class BufferMemory_Memory implements INode {
     label: string

packages/components/nodes/memory/BufferWindowMemory/BufferWindowMemory.ts

@@ -1,7 +1,7 @@
 import { FlowiseWindowMemory, IMessage, INode, INodeData, INodeParams, MemoryMethods } from '../../../src/Interface'
 import { convertBaseMessagetoIMessage, getBaseClasses } from '../../../src/utils'
 import { BufferWindowMemory, BufferWindowMemoryInput } from 'langchain/memory'
-import { BaseMessage } from 'langchain/schema'
+import { BaseMessage } from '@langchain/core/messages'
 
 class BufferWindowMemory_Memory implements INode {
     label: string

packages/components/nodes/memory/ConversationSummaryMemory/ConversationSummaryMemory.ts

@@ -2,7 +2,7 @@ import { FlowiseSummaryMemory, IMessage, INode, INodeData, INodeParams, MemoryMe
 import { convertBaseMessagetoIMessage, getBaseClasses } from '../../../src/utils'
 import { ConversationSummaryMemory, ConversationSummaryMemoryInput } from 'langchain/memory'
 import { BaseLanguageModel } from 'langchain/base_language'
-import { BaseMessage } from 'langchain/schema'
+import { BaseMessage } from '@langchain/core/messages'
 
 class ConversationSummaryMemory_Memory implements INode {
     label: string

packages/components/nodes/memory/DynamoDb/DynamoDb.ts

@@ -9,9 +9,9 @@ import {
     DeleteItemCommandInput,
     AttributeValue
 } from '@aws-sdk/client-dynamodb'
-import { DynamoDBChatMessageHistory } from 'langchain/stores/message/dynamodb'
+import { DynamoDBChatMessageHistory } from '@langchain/community/stores/message/dynamodb'
+import { mapStoredMessageToChatMessage, AIMessage, HumanMessage, StoredMessage, BaseMessage } from '@langchain/core/messages'
 import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
-import { mapStoredMessageToChatMessage, AIMessage, HumanMessage, StoredMessage, BaseMessage } from 'langchain/schema'
 import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
 import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface'
 

packages/components/nodes/memory/MongoDBMemory/MongoDBMemory.ts

@@ -1,7 +1,7 @@
 import { MongoClient, Collection, Document } from 'mongodb'
-import { MongoDBChatMessageHistory } from 'langchain/stores/message/mongodb'
+import { MongoDBChatMessageHistory } from '@langchain/community/stores/message/mongodb'
 import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
-import { mapStoredMessageToChatMessage, AIMessage, HumanMessage, BaseMessage } from 'langchain/schema'
+import { mapStoredMessageToChatMessage, AIMessage, HumanMessage, BaseMessage } from '@langchain/core/messages'
 import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
 import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface'
 

packages/components/nodes/memory/MotorheadMemory/MotorheadMemory.ts

@@ -3,7 +3,7 @@ import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCre
 import { ICommonObject } from '../../../src'
 import { MotorheadMemory, MotorheadMemoryInput, InputValues, OutputValues } from 'langchain/memory'
 import fetch from 'node-fetch'
-import { AIMessage, BaseMessage, ChatMessage, HumanMessage } from 'langchain/schema'
+import { AIMessage, BaseMessage, ChatMessage, HumanMessage } from '@langchain/core/messages'
 
 type MotorheadMessage = {
     content: string

packages/components/nodes/memory/RedisBackedChatMemory/RedisBackedChatMemory.ts

@@ -1,8 +1,8 @@
 import { Redis, RedisOptions } from 'ioredis'
 import { isEqual } from 'lodash'
 import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
-import { RedisChatMessageHistory, RedisChatMessageHistoryInput } from 'langchain/stores/message/ioredis'
+import { RedisChatMessageHistory, RedisChatMessageHistoryInput } from '@langchain/community/stores/message/ioredis'
-import { mapStoredMessageToChatMessage, BaseMessage, AIMessage, HumanMessage } from 'langchain/schema'
+import { mapStoredMessageToChatMessage, BaseMessage, AIMessage, HumanMessage } from '@langchain/core/messages'
 import { INode, INodeData, INodeParams, ICommonObject, MessageType, IMessage, MemoryMethods, FlowiseMemory } from '../../../src/Interface'
 import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
 

packages/components/nodes/memory/UpstashRedisBackedChatMemory/UpstashRedisBackedChatMemory.ts

@@ -1,11 +1,30 @@
-import { Redis } from '@upstash/redis'
+import { Redis, RedisConfigNodejs } from '@upstash/redis'
+import { isEqual } from 'lodash'
 import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
-import { UpstashRedisChatMessageHistory } from 'langchain/stores/message/upstash_redis'
+import { UpstashRedisChatMessageHistory } from '@langchain/community/stores/message/upstash_redis'
-import { mapStoredMessageToChatMessage, AIMessage, HumanMessage, StoredMessage, BaseMessage } from 'langchain/schema'
+import { mapStoredMessageToChatMessage, AIMessage, HumanMessage, StoredMessage, BaseMessage } from '@langchain/core/messages'
 import { FlowiseMemory, IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface'
 import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
 import { ICommonObject } from '../../../src/Interface'
 
+let redisClientSingleton: Redis
+let redisClientOption: RedisConfigNodejs
+
+const getRedisClientbyOption = (option: RedisConfigNodejs) => {
+    if (!redisClientSingleton) {
+        // if client doesn't exists
+        redisClientSingleton = new Redis(option)
+        redisClientOption = option
+        return redisClientSingleton
+    } else if (redisClientSingleton && !isEqual(option, redisClientOption)) {
+        // if client exists but option changed
+        redisClientSingleton = new Redis(option)
+        redisClientOption = option
+        return redisClientSingleton
+    }
+    return redisClientSingleton
+}
+
 class UpstashRedisBackedChatMemory_Memory implements INode {
     label: string
     name: string
@@ -75,7 +94,7 @@ const initalizeUpstashRedis = async (nodeData: INodeData, options: ICommonObject
     const credentialData = await getCredentialData(nodeData.credential ?? '', options)
     const upstashRestToken = getCredentialParam('upstashRestToken', credentialData, nodeData)
 
-    const client = new Redis({
+    const client = getRedisClientbyOption({
         url: baseURL,
         token: upstashRestToken
     })

packages/components/nodes/memory/ZepMemory/ZepMemory.ts

@@ -1,9 +1,8 @@
-import { IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface'
+import { ZepMemory, ZepMemoryInput } from '@langchain/community/memory/zep'
-import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
+import { BaseMessage } from '@langchain/core/messages'
-import { ZepMemory, ZepMemoryInput } from 'langchain/memory/zep'
-import { ICommonObject } from '../../../src'
 import { InputValues, MemoryVariables, OutputValues } from 'langchain/memory'
-import { BaseMessage } from 'langchain/schema'
+import { IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType, ICommonObject } from '../../../src/Interface'
+import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
 
 class ZepMemory_Memory implements INode {
     label: string
@@ -18,7 +17,7 @@ class ZepMemory_Memory implements INode {
     inputs: INodeParams[]
 
     constructor() {
-        this.label = 'Zep Memory'
+        this.label = 'Zep Memory - Open Source'
         this.name = 'ZepMemory'
         this.version = 2.0
         this.type = 'ZepMemory'
@@ -98,11 +97,11 @@ class ZepMemory_Memory implements INode {
     }
 
     async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
-        return await initalizeZep(nodeData, options)
+        return await initializeZep(nodeData, options)
     }
 }
 
-const initalizeZep = async (nodeData: INodeData, options: ICommonObject): Promise<ZepMemory> => {
+const initializeZep = async (nodeData: INodeData, options: ICommonObject): Promise<ZepMemory> => {
     const baseURL = nodeData.inputs?.baseURL as string
     const aiPrefix = nodeData.inputs?.aiPrefix as string
     const humanPrefix = nodeData.inputs?.humanPrefix as string

packages/components/nodes/memory/ZepMemoryCloud/ZepMemoryCloud.ts

@@ -0,0 +1,181 @@
+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 = 'ZepMemoryCloud'
+        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: 'Input Key',
+                name: 'inputKey',
+                type: 'string',
+                default: 'input',
+                additionalParams: true
+            },
+            {
+                label: 'Output Key',
+                name: 'outputKey',
+                type: 'string',
+                default: 'text',
+                additionalParams: true
+            }
+        ]
+    }
+
+    async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
+        return await initializeZep(nodeData, options)
+    }
+}
+
+const initializeZep = 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 inputKey = nodeData.inputs?.inputKey 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,
+        aiPrefix,
+        humanPrefix,
+        memoryKey,
+        sessionId,
+        inputKey,
+        memoryType: memoryType,
+        returnMessages: true
+    }
+
+    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 = { [this.inputKey ?? '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 }

packages/components/nodes/memory/ZepMemoryCloud/zep.svg

@@ -0,0 +1,19 @@
+<svg width="32" height="32" viewBox="0 0 32 32" fill="none" xmlns="http://www.w3.org/2000/svg">
+<circle cx="16" cy="16" r="14" fill="url(#paint0_linear_119_15736)"/>
+<path d="M12.6665 9.33333V12.6667H19.3332V9.33333C19.3332 8.59695 18.7362 8 17.9998 8H13.9998C13.2635 8 12.6665 8.59695 12.6665 9.33333Z" fill="white" stroke="white" stroke-width="1.33333" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M19.3333 14.6667H12.6667C12.2985 14.6667 12 14.9652 12 15.3334V18.0001C12 18.3683 12.2985 18.6667 12.6667 18.6667H19.3333C19.7015 18.6667 20 18.3683 20 18.0001V15.3334C20 14.9652 19.7015 14.6667 19.3333 14.6667Z" fill="white" stroke="white" stroke-width="1.33333" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M10 14.6667V20.0001" stroke="white" stroke-width="1.33333" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M22 14.6667V20.0001" stroke="white" stroke-width="1.33333" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M14 20.6667V24.0001" stroke="white" stroke-width="1.33333" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M18 20.6667V24.0001" stroke="white" stroke-width="1.33333" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M13.3335 24.6667H14.6668" stroke="white" stroke-width="1.33333" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M17.3335 24.6667H18.6668" stroke="white" stroke-width="1.33333" stroke-linecap="round" stroke-linejoin="round"/>
+<circle cx="14.3889" cy="10.0556" r="0.888889" fill="#7734A6"/>
+<circle cx="17.7224" cy="10.0556" r="0.888889" fill="#7734A6"/>
+<defs>
+<linearGradient id="paint0_linear_119_15736" x1="5.5" y1="6.5" x2="24.5" y2="26" gradientUnits="userSpaceOnUse">
+<stop stop-color="#6A31A6"/>
+<stop offset="1" stop-color="#9A3BA3"/>
+</linearGradient>
+</defs>
+</svg>

packages/components/nodes/moderation/OpenAIModeration/OpenAIModeration.ts

@@ -1,7 +1,7 @@
-import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
-import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src'
 import { Moderation } from '../Moderation'
 import { OpenAIModerationRunner } from './OpenAIModerationRunner'
+import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
+import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src'
 
 class OpenAIModeration implements INode {
     label: string

packages/components/nodes/moderation/SimplePromptModeration/SimplePromptModeration.ts

@@ -2,7 +2,7 @@ import { INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src'
 import { Moderation } from '../Moderation'
 import { SimplePromptModerationRunner } from './SimplePromptModerationRunner'
-import { BaseChatModel } from 'langchain/chat_models/base'
+import { BaseChatModel } from '@langchain/core/language_models/chat_models'
 
 class SimplePromptModeration implements INode {
     label: string

packages/components/nodes/moderation/SimplePromptModeration/SimplePromptModerationRunner.ts

@@ -1,5 +1,5 @@
 import { Moderation } from '../Moderation'
-import { BaseChatModel } from 'langchain/chat_models/base'
+import { BaseChatModel } from '@langchain/core/language_models/chat_models'
 
 export class SimplePromptModerationRunner implements Moderation {
     private readonly denyList: string = ''

packages/components/nodes/outputparsers/CSVListOutputParser/CSVListOutputParser.ts

@@ -1,6 +1,5 @@
+import { BaseOutputParser, CommaSeparatedListOutputParser } from '@langchain/core/output_parsers'
 import { getBaseClasses, INode, INodeData, INodeParams } from '../../../src'
-import { BaseOutputParser } from 'langchain/schema/output_parser'
-import { CommaSeparatedListOutputParser } from 'langchain/output_parsers'
 import { CATEGORY } from '../OutputParserHelpers'
 
 class CSVListOutputParser implements INode {

packages/components/nodes/outputparsers/CustomListOutputParser/CustomListOutputParser.ts

@@ -1,7 +1,6 @@
-import { getBaseClasses, INode, INodeData, INodeParams } from '../../../src'
+import { BaseOutputParser, CustomListOutputParser as LangchainCustomListOutputParser } from '@langchain/core/output_parsers'
-import { BaseOutputParser } from 'langchain/schema/output_parser'
-import { CustomListOutputParser as LangchainCustomListOutputParser } from 'langchain/output_parsers'
 import { CATEGORY } from '../OutputParserHelpers'
+import { getBaseClasses, INode, INodeData, INodeParams } from '../../../src'
 
 class CustomListOutputParser implements INode {
     label: string

packages/components/nodes/outputparsers/OutputParserHelpers.ts

@@ -1,8 +1,8 @@
-import { BaseOutputParser } from 'langchain/schema/output_parser'
+import { BaseOutputParser } from '@langchain/core/output_parsers'
+import { ChatPromptTemplate, FewShotPromptTemplate, PromptTemplate, SystemMessagePromptTemplate } from '@langchain/core/prompts'
+import { BaseLanguageModel, BaseLanguageModelCallOptions } from '@langchain/core/language_models/base'
 import { LLMChain } from 'langchain/chains'
-import { BaseLanguageModel, BaseLanguageModelCallOptions } from 'langchain/base_language'
 import { ICommonObject } from '../../src'
-import { ChatPromptTemplate, FewShotPromptTemplate, PromptTemplate, SystemMessagePromptTemplate } from 'langchain/prompts'
 
 export const CATEGORY = 'Output Parsers'
 

packages/components/nodes/outputparsers/StructuredOutputParser/StructuredOutputParser.ts

@@ -1,8 +1,8 @@
-import { convertSchemaToZod, getBaseClasses, INode, INodeData, INodeParams } from '../../../src'
+import { z } from 'zod'
-import { BaseOutputParser } from 'langchain/schema/output_parser'
+import { BaseOutputParser } from '@langchain/core/output_parsers'
 import { StructuredOutputParser as LangchainStructuredOutputParser } from 'langchain/output_parsers'
 import { CATEGORY } from '../OutputParserHelpers'
-import { z } from 'zod'
+import { convertSchemaToZod, getBaseClasses, INode, INodeData, INodeParams } from '../../../src'
 
 class StructuredOutputParser implements INode {
     label: string