Merge branch 'main' into chore/Upgrade-LC-version

# Conflicts:
#	packages/components/nodes/cache/RedisCache/RedisCache.ts
#	packages/components/nodes/cache/RedisCache/RedisEmbeddingsCache.ts
#	packages/components/nodes/chains/ConversationChain/ConversationChain.ts
#	packages/components/nodes/tools/RetrieverTool/RetrieverTool.ts
#	packages/components/nodes/vectorstores/Qdrant/Qdrant.ts
#	packages/components/nodes/vectorstores/Redis/Redis.ts
#	packages/components/nodes/vectorstores/Redis/RedisSearchBase.ts
#	packages/components/nodes/vectorstores/Redis/Redis_Existing.ts
#	packages/components/nodes/vectorstores/Redis/Redis_Upsert.ts
#	packages/components/src/agents.ts

CONTRIBUTING.md

@@ -123,6 +123,8 @@ Flowise support different environment variables to configure your instance. You
 | Variable                    | Description                                                                  | Type                                             | Default                             |
 | --------------------------- | ---------------------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- |
 | PORT                        | The HTTP port Flowise runs on                                                | Number                                           | 3000                                |
+| CORS_ORIGINS                | The allowed origins for all cross-origin HTTP calls                          | String                                           |                                     |
+| IFRAME_ORIGINS              | The allowed origins for iframe src embedding                                 | String                                           |                                     |
 | FLOWISE_USERNAME            | Username to login                                                            | String                                           |                                     |
 | FLOWISE_PASSWORD            | Password to login                                                            | String                                           |                                     |
 | DEBUG                       | Print logs from components                                                   | Boolean                                          |                                     |
@@ -138,6 +140,7 @@ Flowise support different environment variables to configure your instance. You
 | DATABASE_USER               | Database username (When DATABASE_TYPE is not sqlite)                         | String                                           |                                     |
 | DATABASE_PASSWORD           | Database password (When DATABASE_TYPE is not sqlite)                         | String                                           |                                     |
 | DATABASE_NAME               | Database name (When DATABASE_TYPE is not sqlite)                             | String                                           |                                     |
+| DATABASE_SSL_KEY_BASE64     | Database SSL client cert in base64 (takes priority over DATABASE_SSL)        | Boolean                                          | false                               |
 | DATABASE_SSL                | Database connection overssl (When DATABASE_TYPE is postgre)                  | Boolean                                          | false                               |
 | SECRETKEY_PATH              | Location where encryption key (used to encrypt/decrypt credentials) is saved | String                                           | `your-path/Flowise/packages/server` |
 | FLOWISE_SECRETKEY_OVERWRITE | Encryption key to be used instead of the key stored in SECRETKEY_PATH        | String                                           |

docker/.env.example

@@ -4,6 +4,9 @@ APIKEY_PATH=/root/.flowise
 SECRETKEY_PATH=/root/.flowise
 LOG_PATH=/root/.flowise/logs
 
+# CORS_ORIGINS="*"
+# IFRAME_ORIGINS="*"
+
 # NUMBER_OF_PROXIES= 1
 
 # DATABASE_TYPE=postgres
@@ -13,6 +16,7 @@ LOG_PATH=/root/.flowise/logs
 # DATABASE_USER=""
 # DATABASE_PASSWORD=""
 # DATABASE_SSL=true
+# DATABASE_SSL_KEY_BASE64=<Self signed certificate in BASE64>
 
 # FLOWISE_USERNAME=user
 # FLOWISE_PASSWORD=1234

docker/docker-compose.yml

@@ -6,6 +6,8 @@ services:
         restart: always
         environment:
             - PORT=${PORT}
+            - CORS_ORIGINS=${CORS_ORIGINS}
+            - IFRAME_ORIGINS=${IFRAME_ORIGINS}
             - FLOWISE_USERNAME=${FLOWISE_USERNAME}
             - FLOWISE_PASSWORD=${FLOWISE_PASSWORD}
             - DEBUG=${DEBUG}
@@ -17,6 +19,7 @@ services:
             - DATABASE_USER=${DATABASE_USER}
             - DATABASE_PASSWORD=${DATABASE_PASSWORD}
             - DATABASE_SSL=${DATABASE_SSL}
+            - DATABASE_SSL_KEY_BASE64=${DATABASE_SSL_KEY_BASE64}
             - APIKEY_PATH=${APIKEY_PATH}
             - SECRETKEY_PATH=${SECRETKEY_PATH}
             - FLOWISE_SECRETKEY_OVERWRITE=${FLOWISE_SECRETKEY_OVERWRITE}

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

@@ -65,7 +65,7 @@ class OpenAIFunctionAgent_Agents implements INode {
         return prepareAgent(nodeData, { sessionId: this.sessionId, chatId: options.chatId, input }, options.chatHistory)
     }
 
-    async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string> {
+    async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string | ICommonObject> {
         const memory = nodeData.inputs?.memory as FlowiseMemory
         const executor = prepareAgent(nodeData, { sessionId: this.sessionId, chatId: options.chatId, input }, options.chatHistory)
 
@@ -73,12 +73,20 @@ class OpenAIFunctionAgent_Agents implements INode {
         const callbacks = await additionalCallbacks(nodeData, options)
 
         let res: ChainValues = {}
+        let sourceDocuments: ICommonObject[] = []
 
         if (options.socketIO && options.socketIOClientId) {
             const handler = new CustomChainHandler(options.socketIO, options.socketIOClientId)
             res = await executor.invoke({ input }, { callbacks: [loggerHandler, handler, ...callbacks] })
+            if (res.sourceDocuments) {
+                options.socketIO.to(options.socketIOClientId).emit('sourceDocuments', flatten(res.sourceDocuments))
+                sourceDocuments = res.sourceDocuments
+            }
         } else {
             res = await executor.invoke({ input }, { callbacks: [loggerHandler, ...callbacks] })
+            if (res.sourceDocuments) {
+                sourceDocuments = res.sourceDocuments
+            }
         }
 
         await memory.addChatMessages(
@@ -95,7 +103,7 @@ class OpenAIFunctionAgent_Agents implements INode {
             this.sessionId
         )
 
-        return res?.output
+        return sourceDocuments.length ? { text: res?.output, sourceDocuments: flatten(sourceDocuments) } : res?.output
     }
 }
 

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

@@ -1,10 +1,47 @@
-import { Redis } from 'ioredis'
+import { Redis, RedisOptions } from 'ioredis'
+import { isEqual } from 'lodash'
 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
+let redisClientUrl: string
+
+const getRedisClientbyOption = (option: RedisOptions) => {
+    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.quit()
+        redisClientSingleton = new Redis(option)
+        redisClientOption = option
+        return redisClientSingleton
+    }
+    return redisClientSingleton
+}
+
+const getRedisClientbyUrl = (url: string) => {
+    if (!redisClientSingleton) {
+        // if client doesn't exists
+        redisClientSingleton = new Redis(url)
+        redisClientUrl = url
+        return redisClientSingleton
+    } else if (redisClientSingleton && url !== redisClientUrl) {
+        // if client exists but option changed
+        redisClientSingleton.quit()
+        redisClientSingleton = new Redis(url)
+        redisClientUrl = url
+        return redisClientSingleton
+    }
+    return redisClientSingleton
+}
+
 class RedisCache implements INode {
     label: string
     name: string
@@ -61,7 +98,7 @@ class RedisCache implements INode {
 
             const tlsOptions = sslEnabled === true ? { tls: { rejectUnauthorized: false } } : {}
 
-            client = new Redis({
+            client = getRedisClientbyOption({
                 port: portStr ? parseInt(portStr) : 6379,
                 host,
                 username,
@@ -69,7 +106,7 @@ class RedisCache implements INode {
                 ...tlsOptions
             })
         } else {
-            client = new Redis(redisUrl)
+            client = getRedisClientbyUrl(redisUrl)
         }
 
         const redisClient = new LangchainRedisCache(client)
@@ -95,7 +132,7 @@ class RedisCache implements INode {
             for (let i = 0; i < value.length; i += 1) {
                 const key = getCacheKey(prompt, llmKey, String(i))
                 if (ttl) {
-                    await client.set(key, JSON.stringify(serializeGeneration(value[i])), 'EX', parseInt(ttl, 10))
+                    await client.set(key, JSON.stringify(serializeGeneration(value[i])), 'PX', parseInt(ttl, 10))
                 } else {
                     await client.set(key, JSON.stringify(serializeGeneration(value[i])))
                 }

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

@@ -1,9 +1,46 @@
-import { Redis } from 'ioredis'
+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 { getBaseClasses, getCredentialData, getCredentialParam, ICommonObject, INode, INodeData, INodeParams } from '../../../src'
 
+let redisClientSingleton: Redis
+let redisClientOption: RedisOptions
+let redisClientUrl: string
+
+const getRedisClientbyOption = (option: RedisOptions) => {
+    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.quit()
+        redisClientSingleton = new Redis(option)
+        redisClientOption = option
+        return redisClientSingleton
+    }
+    return redisClientSingleton
+}
+
+const getRedisClientbyUrl = (url: string) => {
+    if (!redisClientSingleton) {
+        // if client doesn't exists
+        redisClientSingleton = new Redis(url)
+        redisClientUrl = url
+        return redisClientSingleton
+    } else if (redisClientSingleton && url !== redisClientUrl) {
+        // if client exists but option changed
+        redisClientSingleton.quit()
+        redisClientSingleton = new Redis(url)
+        redisClientUrl = url
+        return redisClientSingleton
+    }
+    return redisClientSingleton
+}
+
 class RedisEmbeddingsCache implements INode {
     label: string
     name: string
@@ -75,7 +112,7 @@ class RedisEmbeddingsCache implements INode {
 
             const tlsOptions = sslEnabled === true ? { tls: { rejectUnauthorized: false } } : {}
 
-            client = new Redis({
+            client = getRedisClientbyOption({
                 port: portStr ? parseInt(portStr) : 6379,
                 host,
                 username,
@@ -83,7 +120,7 @@ class RedisEmbeddingsCache implements INode {
                 ...tlsOptions
             })
         } else {
-            client = new Redis(redisUrl)
+            client = getRedisClientbyUrl(redisUrl)
         }
 
         ttl ??= '3600'

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

@@ -7,6 +7,8 @@ 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'
 
 let systemMessage = `The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.`
 const inputKey = 'input'
@@ -26,7 +28,7 @@ class ConversationChain_Chains implements INode {
     constructor(fields?: { sessionId?: string }) {
         this.label = 'Conversation Chain'
         this.name = 'conversationChain'
-        this.version = 2.0
+        this.version = 3.0
         this.type = 'ConversationChain'
         this.icon = 'conv.svg'
         this.category = 'Chains'
@@ -60,6 +62,14 @@ class ConversationChain_Chains implements INode {
                 optional: true,
                 list: true
             },*/
+            {
+                label: 'Input Moderation',
+                description: 'Detect text that could generate harmful output and prevent it from being sent to the language model',
+                name: 'inputModeration',
+                type: 'Moderation',
+                optional: true,
+                list: true
+            },
             {
                 label: 'System Message',
                 name: 'systemMessagePrompt',
@@ -80,8 +90,21 @@ class ConversationChain_Chains implements INode {
         return chain
     }
 
-    async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string> {
+    async run(nodeData: INodeData, input: string, options: ICommonObject): Promise<string | object> {
         const memory = nodeData.inputs?.memory
+        const moderations = nodeData.inputs?.inputModeration as Moderation[]
+
+        if (moderations && moderations.length > 0) {
+            try {
+                // Use the output of the moderation chain as input for the LLM chain
+                input = await checkInputs(moderations, input)
+            } catch (e) {
+                await new Promise((resolve) => setTimeout(resolve, 500))
+                streamResponse(options.socketIO && options.socketIOClientId, e.message, options.socketIO, options.socketIOClientId)
+                return formatResponse(e.message)
+            }
+        }
+
         const chain = prepareChain(nodeData, this.sessionId, options.chatHistory)
 
         const loggerHandler = new ConsoleCallbackHandler(options.logger)

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

@@ -19,7 +19,7 @@ class ChatOpenAI_ChatModels implements INode {
     constructor() {
         this.label = 'ChatOpenAI'
         this.name = 'chatOpenAI'
-        this.version = 2.0
+        this.version = 3.0
         this.type = 'ChatOpenAI'
         this.icon = 'openai.svg'
         this.category = 'Chat Models'

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

@@ -20,7 +20,7 @@ class Airtable_DocumentLoaders implements INode {
     constructor() {
         this.label = 'Airtable'
         this.name = 'airtable'
-        this.version = 2.0
+        this.version = 3.0
         this.type = 'Document'
         this.icon = 'airtable.svg'
         this.category = 'Document Loaders'
@@ -64,10 +64,21 @@ class Airtable_DocumentLoaders implements INode {
                     'If your view URL looks like: https://airtable.com/app11RobdGoX0YNsC/tblJdmvbrgizbYICO/viw9UrP77Id0CE4ee, viw9UrP77Id0CE4ee is the view id',
                 optional: true
             },
+            {
+                label: 'Include Only Fields',
+                name: 'fields',
+                type: 'string',
+                placeholder: 'Name, Assignee, fld1u0qUz0SoOQ9Gg, fldew39v6LBN5CjUl',
+                optional: true,
+                additionalParams: true,
+                description:
+                    'Comma-separated list of field names or IDs to include. If empty, then ALL fields are used. Use field IDs if field names contain commas.'
+            },
             {
                 label: 'Return All',
                 name: 'returnAll',
                 type: 'boolean',
+                optional: true,
                 default: true,
                 additionalParams: true,
                 description: 'If all results should be returned or only up to a given limit'
@@ -76,9 +87,10 @@ class Airtable_DocumentLoaders implements INode {
                 label: 'Limit',
                 name: 'limit',
                 type: 'number',
+                optional: true,
                 default: 100,
                 additionalParams: true,
-                description: 'Number of results to return'
+                description: 'Number of results to return. Ignored when Return All is enabled.'
             },
             {
                 label: 'Metadata',
@@ -93,6 +105,8 @@ class Airtable_DocumentLoaders implements INode {
         const baseId = nodeData.inputs?.baseId as string
         const tableId = nodeData.inputs?.tableId as string
         const viewId = nodeData.inputs?.viewId as string
+        const fieldsInput = nodeData.inputs?.fields as string
+        const fields = fieldsInput ? fieldsInput.split(',').map((field) => field.trim()) : []
         const returnAll = nodeData.inputs?.returnAll as boolean
         const limit = nodeData.inputs?.limit as string
         const textSplitter = nodeData.inputs?.textSplitter as TextSplitter
@@ -105,6 +119,7 @@ class Airtable_DocumentLoaders implements INode {
             baseId,
             tableId,
             viewId,
+            fields,
             returnAll,
             accessToken,
             limit: limit ? parseInt(limit, 10) : 100
@@ -112,6 +127,10 @@ class Airtable_DocumentLoaders implements INode {
 
         const loader = new AirtableLoader(airtableOptions)
 
+        if (!baseId || !tableId) {
+            throw new Error('Base ID and Table ID must be provided.')
+        }
+
         let docs = []
 
         if (textSplitter) {
@@ -145,10 +164,18 @@ interface AirtableLoaderParams {
     tableId: string
     accessToken: string
     viewId?: string
+    fields?: string[]
     limit?: number
     returnAll?: boolean
 }
 
+interface AirtableLoaderRequest {
+    maxRecords?: number
+    view: string | undefined
+    fields?: string[]
+    offset?: string
+}
+
 interface AirtableLoaderResponse {
     records: AirtableLoaderPage[]
     offset?: string
@@ -167,17 +194,20 @@ class AirtableLoader extends BaseDocumentLoader {
 
     public readonly viewId?: string
 
+    public readonly fields: string[]
+
     public readonly accessToken: string
 
     public readonly limit: number
 
     public readonly returnAll: boolean
 
-    constructor({ baseId, tableId, viewId, accessToken, limit = 100, returnAll = false }: AirtableLoaderParams) {
+    constructor({ baseId, tableId, viewId, fields = [], accessToken, limit = 100, returnAll = false }: AirtableLoaderParams) {
         super()
         this.baseId = baseId
         this.tableId = tableId
         this.viewId = viewId
+        this.fields = fields
         this.accessToken = accessToken
         this.limit = limit
         this.returnAll = returnAll
@@ -190,17 +220,21 @@ class AirtableLoader extends BaseDocumentLoader {
         return this.loadLimit()
     }
 
-    protected async fetchAirtableData(url: string, params: ICommonObject): Promise<AirtableLoaderResponse> {
+    protected async fetchAirtableData(url: string, data: AirtableLoaderRequest): Promise<AirtableLoaderResponse> {
         try {
             const headers = {
                 Authorization: `Bearer ${this.accessToken}`,
                 'Content-Type': 'application/json',
                 Accept: 'application/json'
             }
-            const response = await axios.get(url, { params, headers })
+            const response = await axios.post(url, data, { headers })
             return response.data
         } catch (error) {
-            throw new Error(`Failed to fetch ${url} from Airtable: ${error}`)
+            if (axios.isAxiosError(error)) {
+                throw new Error(`Failed to fetch ${url} from Airtable: ${error.message}, status: ${error.response?.status}`)
+            } else {
+                throw new Error(`Failed to fetch ${url} from Airtable: ${error}`)
+            }
         }
     }
 
@@ -218,24 +252,53 @@ class AirtableLoader extends BaseDocumentLoader {
     }
 
     private async loadLimit(): Promise<Document[]> {
-        const params = { maxRecords: this.limit, view: this.viewId }
-        const data = await this.fetchAirtableData(`https://api.airtable.com/v0/${this.baseId}/${this.tableId}`, params)
-        if (data.records.length === 0) {
-            return []
+        let data: AirtableLoaderRequest = {
+            maxRecords: this.limit,
+            view: this.viewId
         }
-        return data.records.map((page) => this.createDocumentFromPage(page))
+
+        if (this.fields.length > 0) {
+            data.fields = this.fields
+        }
+
+        let response: AirtableLoaderResponse
+        let returnPages: AirtableLoaderPage[] = []
+
+        // Paginate if the user specifies a limit > 100 (like 200) but not return all.
+        do {
+            response = await this.fetchAirtableData(`https://api.airtable.com/v0/${this.baseId}/${this.tableId}/listRecords`, data)
+            returnPages.push(...response.records)
+            data.offset = response.offset
+
+            // Stop if we have fetched enough records
+            if (returnPages.length >= this.limit) break
+        } while (response.offset !== undefined)
+
+        // Truncate array to the limit if necessary
+        if (returnPages.length > this.limit) {
+            returnPages.length = this.limit
+        }
+
+        return returnPages.map((page) => this.createDocumentFromPage(page))
     }
 
     private async loadAll(): Promise<Document[]> {
-        const params: ICommonObject = { pageSize: 100, view: this.viewId }
-        let data: AirtableLoaderResponse
+        let data: AirtableLoaderRequest = {
+            view: this.viewId
+        }
+
+        if (this.fields.length > 0) {
+            data.fields = this.fields
+        }
+
+        let response: AirtableLoaderResponse
         let returnPages: AirtableLoaderPage[] = []
 
         do {
-            data = await this.fetchAirtableData(`https://api.airtable.com/v0/${this.baseId}/${this.tableId}`, params)
-            returnPages.push.apply(returnPages, data.records)
-            params.offset = data.offset
-        } while (data.offset !== undefined)
+            response = await this.fetchAirtableData(`https://api.airtable.com/v0/${this.baseId}/${this.tableId}/listRecords`, data)
+            returnPages.push(...response.records)
+            data.offset = response.offset
+        } while (response.offset !== undefined)
         return returnPages.map((page) => this.createDocumentFromPage(page))
     }
 }

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

@@ -34,7 +34,7 @@ class AzureOpenAIEmbedding_Embeddings implements INode {
                 label: 'Batch Size',
                 name: 'batchSize',
                 type: 'number',
-                default: '1',
+                default: '100',
                 optional: true,
                 additionalParams: true
             },

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

@@ -17,7 +17,7 @@ class OpenAIEmbedding_Embeddings implements INode {
     constructor() {
         this.label = 'OpenAI Embeddings'
         this.name = 'openAIEmbeddings'
-        this.version = 1.0
+        this.version = 2.0
         this.type = 'OpenAIEmbeddings'
         this.icon = 'openai.svg'
         this.category = 'Embeddings'
@@ -30,6 +30,27 @@ class OpenAIEmbedding_Embeddings implements INode {
             credentialNames: ['openAIApi']
         }
         this.inputs = [
+            {
+                label: 'Model Name',
+                name: 'modelName',
+                type: 'options',
+                options: [
+                    {
+                        label: 'text-embedding-3-large',
+                        name: 'text-embedding-3-large'
+                    },
+                    {
+                        label: 'text-embedding-3-small',
+                        name: 'text-embedding-3-small'
+                    },
+                    {
+                        label: 'text-embedding-ada-002',
+                        name: 'text-embedding-ada-002'
+                    }
+                ],
+                default: 'text-embedding-ada-002',
+                optional: true
+            },
             {
                 label: 'Strip New Lines',
                 name: 'stripNewLines',
@@ -66,12 +87,14 @@ class OpenAIEmbedding_Embeddings implements INode {
         const batchSize = nodeData.inputs?.batchSize as string
         const timeout = nodeData.inputs?.timeout as string
         const basePath = nodeData.inputs?.basepath as string
+        const modelName = nodeData.inputs?.modelName as string
 
         const credentialData = await getCredentialData(nodeData.credential ?? '', options)
         const openAIApiKey = getCredentialParam('openAIApiKey', credentialData, nodeData)
 
         const obj: Partial<OpenAIEmbeddingsParams> & { openAIApiKey?: string } = {
-            openAIApiKey
+            openAIApiKey,
+            modelName
         }
 
         if (stripNewLines) obj.stripNewLines = stripNewLines

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

@@ -5,6 +5,24 @@ import { mapStoredMessageToChatMessage, AIMessage, HumanMessage, BaseMessage } f
 import { convertBaseMessagetoIMessage, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
 import { FlowiseMemory, ICommonObject, IMessage, INode, INodeData, INodeParams, MemoryMethods, MessageType } from '../../../src/Interface'
 
+let mongoClientSingleton: MongoClient
+let mongoUrl: string
+
+const getMongoClient = async (newMongoUrl: string) => {
+    if (!mongoClientSingleton) {
+        // if client doesn't exists
+        mongoClientSingleton = new MongoClient(newMongoUrl)
+        mongoUrl = newMongoUrl
+        return mongoClientSingleton
+    } else if (mongoClientSingleton && newMongoUrl !== mongoUrl) {
+        // if client exists but url changed
+        mongoClientSingleton.close()
+        mongoClientSingleton = new MongoClient(newMongoUrl)
+        mongoUrl = newMongoUrl
+        return mongoClientSingleton
+    }
+    return mongoClientSingleton
+}
 class MongoDB_Memory implements INode {
     label: string
     name: string
@@ -79,9 +97,7 @@ const initializeMongoDB = async (nodeData: INodeData, options: ICommonObject): P
     const credentialData = await getCredentialData(nodeData.credential ?? '', options)
     const mongoDBConnectUrl = getCredentialParam('mongoDBConnectUrl', credentialData, nodeData)
 
-    const client = new MongoClient(mongoDBConnectUrl)
-    await client.connect()
-
+    const client = await getMongoClient(mongoDBConnectUrl)
     const collection = client.db(databaseName).collection(collectionName)
 
     const mongoDBChatMessageHistory = new MongoDBChatMessageHistory({

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

@@ -1,10 +1,47 @@
-import { Redis } from 'ioredis'
+import { Redis, RedisOptions } from 'ioredis'
+import { isEqual } from 'lodash'
 import { BufferMemory, BufferMemoryInput } from 'langchain/memory'
 import { RedisChatMessageHistory, RedisChatMessageHistoryInput } from '@langchain/community/stores/message/ioredis'
 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'
 
+let redisClientSingleton: Redis
+let redisClientOption: RedisOptions
+let redisClientUrl: string
+
+const getRedisClientbyOption = (option: RedisOptions) => {
+    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.quit()
+        redisClientSingleton = new Redis(option)
+        redisClientOption = option
+        return redisClientSingleton
+    }
+    return redisClientSingleton
+}
+
+const getRedisClientbyUrl = (url: string) => {
+    if (!redisClientSingleton) {
+        // if client doesn't exists
+        redisClientSingleton = new Redis(url)
+        redisClientUrl = url
+        return redisClientSingleton
+    } else if (redisClientSingleton && url !== redisClientUrl) {
+        // if client exists but option changed
+        redisClientSingleton.quit()
+        redisClientSingleton = new Redis(url)
+        redisClientUrl = url
+        return redisClientSingleton
+    }
+    return redisClientSingleton
+}
+
 class RedisBackedChatMemory_Memory implements INode {
     label: string
     name: string
@@ -95,7 +132,7 @@ const initalizeRedis = async (nodeData: INodeData, options: ICommonObject): Prom
 
         const tlsOptions = sslEnabled === true ? { tls: { rejectUnauthorized: false } } : {}
 
-        client = new Redis({
+        client = getRedisClientbyOption({
             port: portStr ? parseInt(portStr) : 6379,
             host,
             username,
@@ -103,7 +140,7 @@ const initalizeRedis = async (nodeData: INodeData, options: ICommonObject): Prom
             ...tlsOptions
         })
     } else {
-        client = new Redis(redisUrl)
+        client = getRedisClientbyUrl(redisUrl)
     }
 
     let obj: RedisChatMessageHistoryInput = {
@@ -120,24 +157,6 @@ const initalizeRedis = async (nodeData: INodeData, options: ICommonObject): Prom
 
     const redisChatMessageHistory = new RedisChatMessageHistory(obj)
 
-    /*redisChatMessageHistory.getMessages = async (): Promise<BaseMessage[]> => {
-        const rawStoredMessages = await client.lrange((redisChatMessageHistory as any).sessionId, windowSize ? -windowSize : 0, -1)
-        const orderedMessages = rawStoredMessages.reverse().map((message) => JSON.parse(message))
-        return orderedMessages.map(mapStoredMessageToChatMessage)
-    }
-
-    redisChatMessageHistory.addMessage = async (message: BaseMessage): Promise<void> => {
-        const messageToAdd = [message].map((msg) => msg.toDict())
-        await client.lpush((redisChatMessageHistory as any).sessionId, JSON.stringify(messageToAdd[0]))
-        if (sessionTTL) {
-            await client.expire((redisChatMessageHistory as any).sessionId, sessionTTL)
-        }
-    }
-
-    redisChatMessageHistory.clear = async (): Promise<void> => {
-        await client.del((redisChatMessageHistory as any).sessionId)
-    }*/
-
     const memory = new BufferMemoryExtended({
         memoryKey: memoryKey ?? 'chat_history',
         chatHistory: redisChatMessageHistory,

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

@@ -28,16 +28,17 @@ class CustomListOutputParser implements INode {
                 label: 'Length',
                 name: 'length',
                 type: 'number',
-                default: 5,
                 step: 1,
-                description: 'Number of values to return'
+                description: 'Number of values to return',
+                optional: true
             },
             {
                 label: 'Separator',
                 name: 'separator',
                 type: 'string',
                 description: 'Separator between values',
-                default: ','
+                default: ',',
+                optional: true
             },
             {
                 label: 'Autofix',
@@ -53,10 +54,11 @@ class CustomListOutputParser implements INode {
         const separator = nodeData.inputs?.separator as string
         const lengthStr = nodeData.inputs?.length as string
         const autoFix = nodeData.inputs?.autofixParser as boolean
-        let length = 5
-        if (lengthStr) length = parseInt(lengthStr, 10)
 
-        const parser = new LangchainCustomListOutputParser({ length: length, separator: separator })
+        const parser = new LangchainCustomListOutputParser({
+            length: lengthStr ? parseInt(lengthStr, 10) : undefined,
+            separator: separator
+        })
         Object.defineProperty(parser, 'autoFix', {
             enumerable: true,
             configurable: true,

packages/components/nodes/tools/RetrieverTool/RetrieverTool.ts

@@ -1,8 +1,11 @@
+import { z } from 'zod'
+import { DynamicStructuredTool } from '@langchain/core/tools'
+import { CallbackManagerForToolRun } from '@langchain/core/callbacks/manager'
 import { DynamicTool } from '@langchain/core/tools'
 import { BaseRetriever } from '@langchain/core/retrievers'
-import { createRetrieverTool } from 'langchain/tools/retriever'
 import { INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
+import { SOURCE_DOCUMENTS_PREFIX } from '../../../src/agents'
 
 class Retriever_Tools implements INode {
     label: string
@@ -19,7 +22,7 @@ class Retriever_Tools implements INode {
     constructor() {
         this.label = 'Retriever Tool'
         this.name = 'retrieverTool'
-        this.version = 1.0
+        this.version = 2.0
         this.type = 'RetrieverTool'
         this.icon = 'retrievertool.svg'
         this.category = 'Tools'
@@ -44,6 +47,12 @@ class Retriever_Tools implements INode {
                 label: 'Retriever',
                 name: 'retriever',
                 type: 'BaseRetriever'
+            },
+            {
+                label: 'Return Source Documents',
+                name: 'returnSourceDocuments',
+                type: 'boolean',
+                optional: true
             }
         ]
     }
@@ -52,12 +61,25 @@ class Retriever_Tools implements INode {
         const name = nodeData.inputs?.name as string
         const description = nodeData.inputs?.description as string
         const retriever = nodeData.inputs?.retriever as BaseRetriever
+        const returnSourceDocuments = nodeData.inputs?.returnSourceDocuments as boolean
 
-        const tool = createRetrieverTool(retriever, {
+        const input = {
             name,
             description
+        }
+
+        const func = async ({ input }: { input: string }, runManager?: CallbackManagerForToolRun) => {
+            const docs = await retriever.getRelevantDocuments(input, runManager?.getChild('retriever'))
+            const content = docs.map((doc) => doc.pageContent).join('\n\n')
+            const sourceDocuments = JSON.stringify(docs)
+            return returnSourceDocuments ? content + SOURCE_DOCUMENTS_PREFIX + sourceDocuments : content
+        }
+
+        const schema = z.object({
+            input: z.string().describe('query to look up in retriever')
         })
 
+        const tool = new DynamicStructuredTool({ ...input, func, schema })
         return tool
     }
 }

packages/components/nodes/vectorstores/Redis/Redis.ts

@@ -1,5 +1,5 @@
-import { flatten } from 'lodash'
-import { createClient, SearchOptions } from 'redis'
+import { flatten, isEqual } from 'lodash'
+import { createClient, SearchOptions, RedisClientOptions } from 'redis'
 import { Embeddings } from '@langchain/core/embeddings'
 import { RedisVectorStore, RedisVectorStoreConfig } from '@langchain/community/vectorstores/redis'
 import { Document } from '@langchain/core/documents'
@@ -7,6 +7,27 @@ import { ICommonObject, INode, INodeData, INodeOutputsValue, INodeParams } from
 import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
 import { escapeAllStrings, escapeSpecialChars, unEscapeSpecialChars } from './utils'
 
+let redisClientSingleton: ReturnType<typeof createClient>
+let redisClientOption: RedisClientOptions
+
+const getRedisClient = async (option: RedisClientOptions) => {
+    if (!redisClientSingleton) {
+        // if client doesn't exists
+        redisClientSingleton = createClient(option)
+        await redisClientSingleton.connect()
+        redisClientOption = option
+        return redisClientSingleton
+    } else if (redisClientSingleton && !isEqual(option, redisClientOption)) {
+        // if client exists but option changed
+        redisClientSingleton.quit()
+        redisClientSingleton = createClient(option)
+        await redisClientSingleton.connect()
+        redisClientOption = option
+        return redisClientSingleton
+    }
+    return redisClientSingleton
+}
+
 class Redis_VectorStores implements INode {
     label: string
     name: string
@@ -149,8 +170,7 @@ class Redis_VectorStores implements INode {
             }
 
             try {
-                const redisClient = createClient({ url: redisUrl })
-                await redisClient.connect()
+                const redisClient = await getRedisClient({ url: redisUrl })
 
                 const storeConfig: RedisVectorStoreConfig = {
                     redisClient: redisClient,
@@ -210,8 +230,7 @@ class Redis_VectorStores implements INode {
             redisUrl = 'redis://' + username + ':' + password + '@' + host + ':' + portStr
         }
 
-        const redisClient = createClient({ url: redisUrl })
-        await redisClient.connect()
+        const redisClient = await getRedisClient({ url: redisUrl })
 
         const storeConfig: RedisVectorStoreConfig = {
             redisClient: redisClient,

packages/components/nodes/vectorstores/Redis/RedisSearchBase.ts

@@ -1,3 +1,10 @@
+import { createClient, SearchOptions, RedisClientOptions } from 'redis'
+import { isEqual } from 'lodash'
+import { Embeddings } from '@langchain/core/embeddings'
+import { VectorStore } from '@langchain/core/vectorstores'
+import { Document } from '@langchain/core/documents'
+import { RedisVectorStore } from '@langchain/community/vectorstores/redis'
+import { escapeSpecialChars, unEscapeSpecialChars } from './utils'
 import {
     getBaseClasses,
     getCredentialData,
@@ -7,12 +14,27 @@ import {
     INodeOutputsValue,
     INodeParams
 } from '../../../src'
-import { Embeddings } from '@langchain/core/embeddings'
-import { VectorStore } from '@langchain/core/vectorstores'
-import { Document } from '@langchain/core/documents'
-import { createClient, SearchOptions } from 'redis'
-import { RedisVectorStore } from '@langchain/community/vectorstores/redis'
-import { escapeSpecialChars, unEscapeSpecialChars } from './utils'
+
+let redisClientSingleton: ReturnType<typeof createClient>
+let redisClientOption: RedisClientOptions
+
+const getRedisClient = async (option: RedisClientOptions) => {
+    if (!redisClientSingleton) {
+        // if client doesn't exists
+        redisClientSingleton = createClient(option)
+        await redisClientSingleton.connect()
+        redisClientOption = option
+        return redisClientSingleton
+    } else if (redisClientSingleton && !isEqual(option, redisClientOption)) {
+        // if client exists but option changed
+        redisClientSingleton.quit()
+        redisClientSingleton = createClient(option)
+        await redisClientSingleton.connect()
+        redisClientOption = option
+        return redisClientSingleton
+    }
+    return redisClientSingleton
+}
 
 export abstract class RedisSearchBase {
     label: string
@@ -140,8 +162,7 @@ export abstract class RedisSearchBase {
             redisUrl = 'redis://' + username + ':' + password + '@' + host + ':' + portStr
         }
 
-        this.redisClient = createClient({ url: redisUrl })
-        await this.redisClient.connect()
+        this.redisClient = await getRedisClient({ url: redisUrl })
 
         const vectorStore = await this.constructVectorStore(embeddings, indexName, replaceIndex, docs)
         if (!contentKey || contentKey === '') contentKey = 'content'

packages/components/src/agents.ts

@@ -1,5 +1,6 @@
+import { flatten } from 'lodash'
 import { ChainValues } from '@langchain/core/utils/types'
-import { AgentStep, AgentFinish, AgentAction } from '@langchain/core/agents'
+import { AgentStep, AgentAction } from '@langchain/core/agents'
 import { BaseMessage, FunctionMessage, AIMessage } from '@langchain/core/messages'
 import { OutputParserException } from '@langchain/core/output_parsers'
 import { CallbackManager, CallbackManagerForChainRun, Callbacks } from '@langchain/core/callbacks/manager'
@@ -9,6 +10,11 @@ import { Serializable } from '@langchain/core/load/serializable'
 import { BaseChain, SerializedLLMChain } from 'langchain/chains'
 import { AgentExecutorInput, BaseSingleActionAgent, BaseMultiActionAgent, RunnableAgent, StoppingMethod } from 'langchain/agents'
 
+export const SOURCE_DOCUMENTS_PREFIX = '\n\n----FLOWISE_SOURCE_DOCUMENTS----\n\n'
+type AgentFinish = {
+    returnValues: Record<string, any>
+    log: string
+}
 type AgentExecutorOutput = ChainValues
 
 interface AgentExecutorIteratorInput {
@@ -317,10 +323,12 @@ export class AgentExecutor extends BaseChain<ChainValues, AgentExecutorOutput> {
 
         const steps: AgentStep[] = []
         let iterations = 0
+        let sourceDocuments: Array<Document> = []
 
         const getOutput = async (finishStep: AgentFinish): Promise<AgentExecutorOutput> => {
             const { returnValues } = finishStep
             const additional = await this.agent.prepareForOutput(returnValues, steps)
+            if (sourceDocuments.length) additional.sourceDocuments = flatten(sourceDocuments)
 
             if (this.returnIntermediateSteps) {
                 return { ...returnValues, intermediateSteps: steps, ...additional }
@@ -408,6 +416,17 @@ export class AgentExecutor extends BaseChain<ChainValues, AgentExecutorOutput> {
                             return { action, observation: observation ?? '' }
                         }
                     }
+                    if (observation?.includes(SOURCE_DOCUMENTS_PREFIX)) {
+                        const observationArray = observation.split(SOURCE_DOCUMENTS_PREFIX)
+                        observation = observationArray[0]
+                        const docs = observationArray[1]
+                        try {
+                            const parsedDocs = JSON.parse(docs)
+                            sourceDocuments.push(parsedDocs)
+                        } catch (e) {
+                            console.error('Error parsing source documents from tool')
+                        }
+                    }
                     return { action, observation: observation ?? '' }
                 })
             )
@@ -502,6 +521,10 @@ export class AgentExecutor extends BaseChain<ChainValues, AgentExecutorOutput> {
                         chatId: this.chatId,
                         input: this.input
                     })
+                    if (observation?.includes(SOURCE_DOCUMENTS_PREFIX)) {
+                        const observationArray = observation.split(SOURCE_DOCUMENTS_PREFIX)
+                        observation = observationArray[0]
+                    }
                 } catch (e) {
                     if (e instanceof ToolInputParsingException) {
                         if (this.handleParsingErrors === true) {

packages/server/.env.example

@@ -1,4 +1,6 @@
 PORT=3000
+# CORS_ORIGINS="*"
+# IFRAME_ORIGINS="*"
 # DATABASE_PATH=/your_database_path/.flowise
 # APIKEY_PATH=/your_api_key_path/.flowise
 # SECRETKEY_PATH=/your_api_key_path/.flowise
@@ -13,6 +15,7 @@ PORT=3000
 # DATABASE_USER=""
 # DATABASE_PASSWORD=""
 # DATABASE_SSL=true
+# DATABASE_SSL_KEY_BASE64=<Self signed certificate in BASE64>
 
 # FLOWISE_USERNAME=user
 # FLOWISE_PASSWORD=1234

packages/server/marketplaces/chatflows/API Agent OpenAI.json

@@ -88,7 +88,7 @@
             "data": {
                 "id": "chatOpenAI_1",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -111,6 +111,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -127,6 +143,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"
@@ -407,7 +427,7 @@
             "data": {
                 "id": "chatOpenAI_2",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -430,6 +450,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -446,6 +482,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"

packages/server/marketplaces/chatflows/API Agent.json

@@ -396,7 +396,7 @@
             "data": {
                 "id": "chatOpenAI_2",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -419,6 +419,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -435,6 +451,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"
@@ -567,7 +587,7 @@
             "data": {
                 "id": "chatOpenAI_1",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -590,6 +610,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -606,6 +642,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"
@@ -738,7 +778,7 @@
             "data": {
                 "id": "chatOpenAI_3",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -761,6 +801,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -777,6 +833,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"

packages/server/marketplaces/chatflows/Antonym.json

@@ -175,7 +175,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -198,6 +198,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -214,6 +230,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"
@@ -381,13 +401,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{chatOpenAI_0.data.instance}}",
                     "prompt": "{{fewShotPromptTemplate_1.data.instance}}",
                     "outputParser": "",
-                    "chainName": ""
+                    "chainName": "",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {

packages/server/marketplaces/chatflows/AutoGPT.json

@@ -251,7 +251,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -274,6 +274,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -290,6 +306,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"
@@ -422,7 +442,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -436,6 +456,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -474,7 +516,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -506,7 +549,7 @@
             "data": {
                 "id": "pinecone_0",
                 "label": "Pinecone",
-                "version": 1,
+                "version": 2,
                 "name": "pinecone",
                 "type": "Pinecone",
                 "baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],

packages/server/marketplaces/chatflows/BabyAGI.json

@@ -77,7 +77,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -91,6 +91,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -129,7 +151,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -161,7 +184,7 @@
             "data": {
                 "id": "pinecone_0",
                 "label": "Pinecone",
-                "version": 1,
+                "version": 2,
                 "name": "pinecone",
                 "type": "Pinecone",
                 "baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
@@ -321,7 +344,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -344,6 +367,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"

packages/server/marketplaces/chatflows/CSV Agent.json

@@ -70,7 +70,7 @@
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
                 "name": "chatOpenAI",
-                "version": 2,
+                "version": 3,
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
                 "category": "Chat Models",
@@ -92,6 +92,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -108,6 +124,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"

packages/server/marketplaces/chatflows/Chat with a Podcast.json

@@ -194,7 +194,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -217,6 +217,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -233,6 +249,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"
@@ -440,7 +460,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -454,6 +474,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -492,7 +534,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {

packages/server/marketplaces/chatflows/ChatGPTPlugin.json

@@ -215,7 +215,7 @@
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
                 "name": "chatOpenAI",
-                "version": 2,
+                "version": 3,
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
                 "category": "Chat Models",
@@ -237,6 +237,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -253,6 +269,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"

packages/server/marketplaces/chatflows/Claude LLM.json

@@ -70,7 +70,7 @@
             "data": {
                 "id": "conversationChain_0",
                 "label": "Conversation Chain",
-                "version": 2,
+                "version": 3,
                 "name": "conversationChain",
                 "type": "ConversationChain",
                 "baseClasses": ["ConversationChain", "LLMChain", "BaseChain", "Runnable"],
@@ -110,9 +110,19 @@
                         "description": "Override existing prompt with Chat Prompt Template. Human Message must includes {input} variable",
                         "optional": true,
                         "id": "conversationChain_0-input-chatPromptTemplate-ChatPromptTemplate"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "conversationChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
+                    "inputModeration": "",
                     "model": "{{chatAnthropic_0.data.instance}}",
                     "memory": "{{bufferMemory_0.data.instance}}",
                     "chatPromptTemplate": "{{chatPromptTemplate_0.data.instance}}",

packages/server/marketplaces/chatflows/Conversational Agent.json

@@ -156,7 +156,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -179,6 +179,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -195,6 +211,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"

packages/server/marketplaces/chatflows/Conversational Retrieval Agent.json

@@ -14,7 +14,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -28,6 +28,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -66,7 +88,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -194,6 +217,13 @@
                         "rows": 3,
                         "placeholder": "Searches and returns documents regarding the state-of-the-union.",
                         "id": "retrieverTool_0-input-description-string"
+                    },
+                    {
+                        "label": "Return Source Documents",
+                        "name": "returnSourceDocuments",
+                        "type": "boolean",
+                        "optional": true,
+                        "id": "retrieverTool_0-input-returnSourceDocuments-boolean"
                     }
                 ],
                 "inputAnchors": [
@@ -207,7 +237,8 @@
                 "inputs": {
                     "name": "search_website",
                     "description": "Searches and return documents regarding Jane - a culinary institution that offers top quality coffee, pastries, breakfast, lunch, and a variety of baked goods. They have multiple locations, including Jane on Fillmore, Jane on Larkin, Jane the Bakery, Toy Boat By Jane, and Little Jane on Grant. They emphasize healthy eating with a focus on flavor and quality ingredients. They bake everything in-house and work with local suppliers to source ingredients directly from farmers. They also offer catering services and delivery options.",
-                    "retriever": "{{pinecone_0.data.instance}}"
+                    "retriever": "{{pinecone_0.data.instance}}",
+                    "returnSourceDocuments": true
                 },
                 "outputAnchors": [
                     {
@@ -296,7 +327,7 @@
             "data": {
                 "id": "pinecone_0",
                 "label": "Pinecone",
-                "version": 1,
+                "version": 2,
                 "name": "pinecone",
                 "type": "Pinecone",
                 "baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
@@ -456,7 +487,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -479,6 +510,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"

packages/server/marketplaces/chatflows/Conversational Retrieval QA Chain.json

@@ -14,7 +14,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -28,6 +28,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -66,7 +88,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -346,7 +369,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -369,6 +392,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -536,7 +567,7 @@
             "data": {
                 "id": "pinecone_0",
                 "label": "Pinecone",
-                "version": 1,
+                "version": 2,
                 "name": "pinecone",
                 "type": "Pinecone",
                 "baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],

packages/server/marketplaces/chatflows/Flowise Docs QnA.json

@@ -376,7 +376,7 @@
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
                 "name": "chatOpenAI",
-                "version": 2,
+                "version": 3,
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
                 "category": "Chat Models",
@@ -398,6 +398,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -414,6 +430,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"
@@ -547,7 +567,7 @@
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
                 "name": "openAIEmbeddings",
-                "version": 1,
+                "version": 2,
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
                 "category": "Embeddings",
@@ -560,6 +580,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -598,7 +640,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {

packages/server/marketplaces/chatflows/HuggingFace LLM Chain.json

@@ -234,13 +234,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{huggingFaceInference_LLMs_0.data.instance}}",
                     "prompt": "{{promptTemplate_0.data.instance}}",
                     "outputParser": "",
-                    "chainName": ""
+                    "chainName": "",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {

packages/server/marketplaces/chatflows/IfElse.json

@@ -489,13 +489,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{openAI_1.data.instance}}",
                     "prompt": "{{promptTemplate_0.data.instance}}",
                     "outputParser": "",
-                    "chainName": "FirstChain"
+                    "chainName": "FirstChain",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {
@@ -578,13 +588,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_1-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_1-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{openAI_2.data.instance}}",
                     "prompt": "{{promptTemplate_1.data.instance}}",
                     "outputParser": "",
-                    "chainName": "LastChain"
+                    "chainName": "LastChain",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {
@@ -742,8 +762,8 @@
                     "model": "{{chatOpenAI_0.data.instance}}",
                     "prompt": "{{promptTemplate_2.data.instance}}",
                     "outputParser": "",
-                    "inputModeration": "",
-                    "chainName": "FallbackChain"
+                    "chainName": "FallbackChain",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {
@@ -888,7 +908,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -911,6 +931,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"

packages/server/marketplaces/chatflows/Image Generation.json

@@ -289,13 +289,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{replicate_0.data.instance}}",
                     "prompt": "{{promptTemplate_0.data.instance}}",
                     "outputParser": "",
-                    "chainName": ""
+                    "chainName": "",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {
@@ -378,13 +388,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_1-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_1-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{chatOpenAI_0.data.instance}}",
                     "prompt": "{{promptTemplate_1.data.instance}}",
                     "outputParser": "",
-                    "chainName": ""
+                    "chainName": "",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {
@@ -432,7 +452,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -455,6 +475,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"

packages/server/marketplaces/chatflows/Input Moderation.json

@@ -164,7 +164,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -187,6 +187,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"

packages/server/marketplaces/chatflows/List Output Parser.json

@@ -49,13 +49,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{chatOpenAI_0.data.instance}}",
                     "prompt": "{{promptTemplate_0.data.instance}}",
                     "outputParser": "{{csvOutputParser_0.data.instance}}",
-                    "chainName": ""
+                    "chainName": "",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {
@@ -213,7 +223,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -236,6 +246,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -252,6 +278,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"

packages/server/marketplaces/chatflows/Long Term Memory.json

@@ -112,7 +112,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -126,6 +126,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -164,7 +186,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -483,7 +506,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -506,6 +529,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"

packages/server/marketplaces/chatflows/Metadata Filter.json

@@ -346,7 +346,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -360,6 +360,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -398,7 +420,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -430,7 +453,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -453,6 +476,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -620,7 +651,7 @@
             "data": {
                 "id": "pinecone_0",
                 "label": "Pinecone",
-                "version": 1,
+                "version": 2,
                 "name": "pinecone",
                 "type": "Pinecone",
                 "baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],

packages/server/marketplaces/chatflows/Multi Prompt Chain.json

@@ -278,7 +278,7 @@
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
                 "name": "chatOpenAI",
-                "version": 2,
+                "version": 3,
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
                 "category": "Chat Models",
@@ -300,6 +300,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -316,6 +332,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"

packages/server/marketplaces/chatflows/Multi Retrieval QA Chain.json

@@ -281,7 +281,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -295,6 +295,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -333,7 +355,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -365,7 +388,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -388,6 +411,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -555,7 +586,7 @@
             "data": {
                 "id": "pinecone_0",
                 "label": "Pinecone",
-                "version": 1,
+                "version": 2,
                 "name": "pinecone",
                 "type": "Pinecone",
                 "baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],

packages/server/marketplaces/chatflows/Multiple VectorDB.json

@@ -271,7 +271,7 @@
             "data": {
                 "id": "openAIEmbeddings_1",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -285,6 +285,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_1-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_1-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -323,7 +345,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -355,7 +378,7 @@
             "data": {
                 "id": "openAIEmbeddings_2",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -369,6 +392,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_2-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_2-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -407,7 +452,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -439,7 +485,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -462,6 +508,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -949,7 +1003,7 @@
             "data": {
                 "id": "chatOpenAI_1",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -972,6 +1026,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -1139,7 +1201,7 @@
             "data": {
                 "id": "chatOpenAI_2",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -1162,6 +1224,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"

packages/server/marketplaces/chatflows/OpenAI Agent.json

@@ -279,7 +279,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -302,6 +302,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -318,6 +334,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"

packages/server/marketplaces/chatflows/Prompt Chaining with VectorStore.json

@@ -264,13 +264,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_2-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_2-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{chatOpenAI_0.data.instance}}",
                     "prompt": "{{promptTemplate_0.data.instance}}",
                     "outputParser": "",
-                    "chainName": "RephraseQuestion"
+                    "chainName": "RephraseQuestion",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {
@@ -353,13 +363,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_1-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_1-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{chatOpenAI_1.data.instance}}",
                     "prompt": "{{chatPromptTemplate_0.data.instance}}",
                     "outputParser": "",
-                    "chainName": "FinalResponse"
+                    "chainName": "FinalResponse",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {
@@ -407,7 +427,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -430,6 +450,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -597,7 +625,7 @@
             "data": {
                 "id": "chatOpenAI_1",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -620,6 +648,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -934,7 +970,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -948,6 +984,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -986,7 +1044,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {

packages/server/marketplaces/chatflows/Prompt Chaining.json

@@ -488,13 +488,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{openAI_1.data.instance}}",
                     "prompt": "{{promptTemplate_0.data.instance}}",
                     "outputParser": "",
-                    "chainName": "FirstChain"
+                    "chainName": "FirstChain",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {
@@ -577,13 +587,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_1-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_1-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{openAI_2.data.instance}}",
                     "prompt": "{{promptTemplate_1.data.instance}}",
                     "outputParser": "",
-                    "chainName": "LastChain"
+                    "chainName": "LastChain",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {

packages/server/marketplaces/chatflows/ReAct Agent.json

@@ -99,7 +99,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -122,6 +122,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"

packages/server/marketplaces/chatflows/Replicate LLM.json

@@ -227,13 +227,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{replicate_0.data.instance}}",
                     "prompt": "{{promptTemplate_0.data.instance}}",
                     "outputParser": "",
-                    "chainName": ""
+                    "chainName": "",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {

packages/server/marketplaces/chatflows/SQL DB Chain.json

@@ -13,7 +13,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -36,6 +36,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -52,6 +68,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"

packages/server/marketplaces/chatflows/SQL Prompt.json

@@ -173,7 +173,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -196,6 +196,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -363,7 +371,7 @@
             "data": {
                 "id": "chatOpenAI_1",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -386,6 +394,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -1279,7 +1295,7 @@
             "data": {
                 "id": "chatOpenAI_2",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -1302,6 +1318,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"

packages/server/marketplaces/chatflows/Simple Conversation Chain.json

@@ -14,7 +14,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -37,6 +37,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -261,7 +269,7 @@
             "data": {
                 "id": "conversationChain_0",
                 "label": "Conversation Chain",
-                "version": 2,
+                "version": 3,
                 "name": "conversationChain",
                 "type": "ConversationChain",
                 "baseClasses": ["ConversationChain", "LLMChain", "BaseChain", "Runnable"],
@@ -301,9 +309,19 @@
                         "description": "Override existing prompt with Chat Prompt Template. Human Message must includes {input} variable",
                         "optional": true,
                         "id": "conversationChain_0-input-chatPromptTemplate-ChatPromptTemplate"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "conversationChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
+                    "inputModeration": "",
                     "model": "{{chatOpenAI_0.data.instance}}",
                     "memory": "{{bufferMemory_0.data.instance}}",
                     "chatPromptTemplate": "",

packages/server/marketplaces/chatflows/Simple LLM Chain.json

@@ -268,13 +268,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{openAI_0.data.instance}}",
                     "prompt": "{{promptTemplate_0.data.instance}}",
                     "outputParser": "",
-                    "chainName": ""
+                    "chainName": "",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {

packages/server/marketplaces/chatflows/Structured Output Parser.json

@@ -14,7 +14,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -37,6 +37,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -53,6 +69,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"
@@ -227,13 +247,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{chatOpenAI_0.data.instance}}",
                     "prompt": "{{chatPromptTemplate_0.data.instance}}",
                     "outputParser": "{{structuredOutputParser_0.data.instance}}",
-                    "chainName": ""
+                    "chainName": "",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {

packages/server/marketplaces/chatflows/Translator.json

@@ -82,7 +82,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -105,6 +105,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -121,6 +137,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"
@@ -288,13 +308,23 @@
                         "type": "BaseLLMOutputParser",
                         "optional": true,
                         "id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
+                    },
+                    {
+                        "label": "Input Moderation",
+                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
+                        "name": "inputModeration",
+                        "type": "Moderation",
+                        "optional": true,
+                        "list": true,
+                        "id": "llmChain_0-input-inputModeration-Moderation"
                     }
                 ],
                 "inputs": {
                     "model": "{{chatOpenAI_0.data.instance}}",
                     "prompt": "{{chatPromptTemplate_0.data.instance}}",
                     "outputParser": "",
-                    "chainName": "Language Translation"
+                    "chainName": "Language Translation",
+                    "inputModeration": ""
                 },
                 "outputAnchors": [
                     {

packages/server/marketplaces/chatflows/WebBrowser.json

@@ -125,7 +125,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -148,6 +148,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -164,6 +180,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"
@@ -296,7 +316,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -310,6 +330,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -348,7 +390,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -380,7 +423,7 @@
             "data": {
                 "id": "chatOpenAI_1",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
@@ -403,6 +446,22 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
+                            {
+                                "label": "gpt-4-1106-preview",
+                                "name": "gpt-4-1106-preview"
+                            },
+                            {
+                                "label": "gpt-4-vision-preview",
+                                "name": "gpt-4-vision-preview"
+                            },
                             {
                                 "label": "gpt-4-0613",
                                 "name": "gpt-4-0613"
@@ -419,6 +478,10 @@
                                 "label": "gpt-3.5-turbo",
                                 "name": "gpt-3.5-turbo"
                             },
+                            {
+                                "label": "gpt-3.5-turbo-1106",
+                                "name": "gpt-3.5-turbo-1106"
+                            },
                             {
                                 "label": "gpt-3.5-turbo-0613",
                                 "name": "gpt-3.5-turbo-0613"

packages/server/marketplaces/chatflows/WebPage QnA.json

@@ -14,7 +14,7 @@
             "data": {
                 "id": "openAIEmbeddings_0",
                 "label": "OpenAI Embeddings",
-                "version": 1,
+                "version": 2,
                 "name": "openAIEmbeddings",
                 "type": "OpenAIEmbeddings",
                 "baseClasses": ["OpenAIEmbeddings", "Embeddings"],
@@ -28,6 +28,28 @@
                         "credentialNames": ["openAIApi"],
                         "id": "openAIEmbeddings_0-input-credential-credential"
                     },
+                    {
+                        "label": "Model Name",
+                        "name": "modelName",
+                        "type": "options",
+                        "options": [
+                            {
+                                "label": "text-embedding-3-large",
+                                "name": "text-embedding-3-large"
+                            },
+                            {
+                                "label": "text-embedding-3-small",
+                                "name": "text-embedding-3-small"
+                            },
+                            {
+                                "label": "text-embedding-ada-002",
+                                "name": "text-embedding-ada-002"
+                            }
+                        ],
+                        "default": "text-embedding-ada-002",
+                        "optional": true,
+                        "id": "openAIEmbeddings_0-input-modelName-options"
+                    },
                     {
                         "label": "Strip New Lines",
                         "name": "stripNewLines",
@@ -66,7 +88,8 @@
                     "stripNewLines": "",
                     "batchSize": "",
                     "timeout": "",
-                    "basepath": ""
+                    "basepath": "",
+                    "modelName": "text-embedding-ada-002"
                 },
                 "outputAnchors": [
                     {
@@ -369,7 +392,7 @@
             "data": {
                 "id": "chatOpenAI_0",
                 "label": "ChatOpenAI",
-                "version": 2,
+                "version": 3,
                 "name": "chatOpenAI",
                 "type": "ChatOpenAI",
                 "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
@@ -392,6 +415,14 @@
                                 "label": "gpt-4",
                                 "name": "gpt-4"
                             },
+                            {
+                                "label": "gpt-4-turbo-preview",
+                                "name": "gpt-4-turbo-preview"
+                            },
+                            {
+                                "label": "gpt-4-0125-preview",
+                                "name": "gpt-4-0125-preview"
+                            },
                             {
                                 "label": "gpt-4-1106-preview",
                                 "name": "gpt-4-1106-preview"
@@ -638,7 +669,7 @@
             "data": {
                 "id": "pinecone_0",
                 "label": "Pinecone",
-                "version": 1,
+                "version": 3,
                 "name": "pinecone",
                 "type": "Pinecone",
                 "baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],

packages/server/src/DataSource.ts

@@ -1,5 +1,6 @@
 import 'reflect-metadata'
 import path from 'path'
+import * as fs from 'fs'
 import { DataSource } from 'typeorm'
 import { getUserHome } from './utils'
 import { entities } from './database/entities'
@@ -11,9 +12,13 @@ let appDataSource: DataSource
 
 export const init = async (): Promise<void> => {
     let homePath
+    let flowisePath = path.join(getUserHome(), '.flowise')
+    if (!fs.existsSync(flowisePath)) {
+        fs.mkdirSync(flowisePath)
+    }
     switch (process.env.DATABASE_TYPE) {
         case 'sqlite':
-            homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise')
+            homePath = process.env.DATABASE_PATH ?? flowisePath
             appDataSource = new DataSource({
                 type: 'sqlite',
                 database: path.resolve(homePath, 'database.sqlite'),
@@ -46,7 +51,18 @@ export const init = async (): Promise<void> => {
                 username: process.env.DATABASE_USER,
                 password: process.env.DATABASE_PASSWORD,
                 database: process.env.DATABASE_NAME,
-                ssl: process.env.DATABASE_SSL === 'true',
+                ...(process.env.DATABASE_SSL_KEY_BASE64
+                    ? {
+                          ssl: {
+                              rejectUnauthorized: false,
+                              cert: Buffer.from(process.env.DATABASE_SSL_KEY_BASE64, 'base64')
+                          }
+                      }
+                    : process.env.DATABASE_SSL === 'true'
+                    ? {
+                          ssl: true
+                      }
+                    : {}),
                 synchronize: false,
                 migrationsRun: false,
                 entities: Object.values(entities),
@@ -54,7 +70,7 @@ export const init = async (): Promise<void> => {
             })
             break
         default:
-            homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise')
+            homePath = process.env.DATABASE_PATH ?? flowisePath
             appDataSource = new DataSource({
                 type: 'sqlite',
                 database: path.resolve(homePath, 'database.sqlite'),

packages/server/src/commands/start.ts

@@ -19,6 +19,8 @@ export default class Start extends Command {
         FLOWISE_USERNAME: Flags.string(),
         FLOWISE_PASSWORD: Flags.string(),
         PORT: Flags.string(),
+        CORS_ORIGINS: Flags.string(),
+        IFRAME_ORIGINS: Flags.string(),
         DEBUG: Flags.string(),
         APIKEY_PATH: Flags.string(),
         SECRETKEY_PATH: Flags.string(),
@@ -36,6 +38,7 @@ export default class Start extends Command {
         DATABASE_USER: Flags.string(),
         DATABASE_PASSWORD: Flags.string(),
         DATABASE_SSL: Flags.string(),
+        DATABASE_SSL_KEY_BASE64: Flags.string(),
         LANGCHAIN_TRACING_V2: Flags.string(),
         LANGCHAIN_ENDPOINT: Flags.string(),
         LANGCHAIN_API_KEY: Flags.string(),
@@ -78,6 +81,8 @@ export default class Start extends Command {
         const { flags } = await this.parse(Start)
 
         if (flags.PORT) process.env.PORT = flags.PORT
+        if (flags.CORS_ORIGINS) process.env.CORS_ORIGINS = flags.CORS_ORIGINS
+        if (flags.IFRAME_ORIGINS) process.env.IFRAME_ORIGINS = flags.IFRAME_ORIGINS
         if (flags.DEBUG) process.env.DEBUG = flags.DEBUG
         if (flags.NUMBER_OF_PROXIES) process.env.NUMBER_OF_PROXIES = flags.NUMBER_OF_PROXIES
 
@@ -107,6 +112,7 @@ export default class Start extends Command {
         if (flags.DATABASE_USER) process.env.DATABASE_USER = flags.DATABASE_USER
         if (flags.DATABASE_PASSWORD) process.env.DATABASE_PASSWORD = flags.DATABASE_PASSWORD
         if (flags.DATABASE_SSL) process.env.DATABASE_SSL = flags.DATABASE_SSL
+        if (flags.DATABASE_SSL_KEY_BASE64) process.env.DATABASE_SSL_KEY_BASE64 = flags.DATABASE_SSL_KEY_BASE64
 
         // Langsmith tracing
         if (flags.LANGCHAIN_TRACING_V2) process.env.LANGCHAIN_TRACING_V2 = flags.LANGCHAIN_TRACING_V2

packages/server/src/index.ts

@@ -62,7 +62,7 @@ import { CachePool } from './CachePool'
 import { ICommonObject, IMessage, INodeOptionsValue, handleEscapeCharacters, webCrawl, xmlScrape } from 'flowise-components'
 import { createRateLimiter, getRateLimiter, initializeRateLimiter } from './utils/rateLimit'
 import { addAPIKey, compareKeys, deleteAPIKey, getApiKey, getAPIKeys, updateAPIKey } from './utils/apiKey'
-import { sanitizeMiddleware } from './utils/XSS'
+import { sanitizeMiddleware, getCorsOptions, getAllowedIframeOrigins } from './utils/XSS'
 import axios from 'axios'
 import { Client } from 'langchainhub'
 import { parsePrompt } from './utils/hub'
@@ -126,8 +126,20 @@ export class App {
         if (process.env.NUMBER_OF_PROXIES && parseInt(process.env.NUMBER_OF_PROXIES) > 0)
             this.app.set('trust proxy', parseInt(process.env.NUMBER_OF_PROXIES))
 
-        // Allow access from *
-        this.app.use(cors())
+        // Allow access from specified domains
+        this.app.use(cors(getCorsOptions()))
+
+        // Allow embedding from specified domains.
+        this.app.use((req, res, next) => {
+            const allowedOrigins = getAllowedIframeOrigins()
+            if (allowedOrigins == '*') {
+                next()
+            } else {
+                const csp = `frame-ancestors ${allowedOrigins}`
+                res.setHeader('Content-Security-Policy', csp)
+                next()
+            }
+        })
 
         // Switch off the default 'X-Powered-By: Express' header
         this.app.disable('x-powered-by')
@@ -461,6 +473,8 @@ export class App {
             const endingNodes = nodes.filter((nd) => endingNodeIds.includes(nd.id))
 
             let isStreaming = false
+            let isEndingNodeExists = endingNodes.find((node) => node.data?.outputs?.output === 'EndingNode')
+
             for (const endingNode of endingNodes) {
                 const endingNodeData = endingNode.data
                 if (!endingNodeData) return res.status(500).send(`Ending node ${endingNode.id} data not found`)
@@ -476,7 +490,8 @@ export class App {
                 isStreaming = isEndingNode ? false : isFlowValidForStream(nodes, endingNodeData)
             }
 
-            const obj = { isStreaming }
+            // Once custom function ending node exists, flow is always unavailable to stream
+            const obj = { isStreaming: isEndingNodeExists ? false : isStreaming }
             return res.json(obj)
         })
 
@@ -1665,6 +1680,9 @@ export class App {
                 if (!endingNodeIds.length) return res.status(500).send(`Ending nodes not found`)
 
                 const endingNodes = nodes.filter((nd) => endingNodeIds.includes(nd.id))
+
+                let isEndingNodeExists = endingNodes.find((node) => node.data?.outputs?.output === 'EndingNode')
+
                 for (const endingNode of endingNodes) {
                     const endingNodeData = endingNode.data
                     if (!endingNodeData) return res.status(500).send(`Ending node ${endingNode.id} data not found`)
@@ -1692,6 +1710,9 @@ export class App {
                     isStreamValid = isFlowValidForStream(nodes, endingNodeData)
                 }
 
+                // Once custom function ending node exists, flow is always unavailable to stream
+                isStreamValid = isEndingNodeExists ? false : isStreamValid
+
                 let chatHistory: IMessage[] = incomingInput.history ?? []
 
                 // When {{chat_history}} is used in Prompt Template, fetch the chat conversations from memory node
@@ -1883,9 +1904,7 @@ export async function start(): Promise<void> {
     const server = http.createServer(serverApp.app)
 
     const io = new Server(server, {
-        cors: {
-            origin: '*'
-        }
+        cors: getCorsOptions()
     })
 
     await serverApp.initDatabase()

packages/server/src/utils/XSS.ts

@@ -18,3 +18,28 @@ export function sanitizeMiddleware(req: Request, res: Response, next: NextFuncti
     }
     next()
 }
+
+export function getAllowedCorsOrigins(): string {
+    // Expects FQDN separated by commas, otherwise nothing or * for all.
+    return process.env.CORS_ORIGINS ?? '*'
+}
+
+export function getCorsOptions(): any {
+    const corsOptions = {
+        origin: function (origin: string | undefined, callback: (err: Error | null, allow?: boolean) => void) {
+            const allowedOrigins = getAllowedCorsOrigins()
+            if (!origin || allowedOrigins == '*' || allowedOrigins.indexOf(origin) !== -1) {
+                callback(null, true)
+            } else {
+                callback(null, false)
+            }
+        }
+    }
+    return corsOptions
+}
+
+export function getAllowedIframeOrigins(): string {
+    // Expects FQDN separated by commas, otherwise nothing or * for all.
+    // Also CSP allowed values: self or none
+    return process.env.IFRAME_ORIGINS ?? '*'
+}

packages/server/src/utils/index.ts

@@ -611,28 +611,35 @@ export const resolveVariables = (
 export const replaceInputsWithConfig = (flowNodeData: INodeData, overrideConfig: ICommonObject) => {
     const types = 'inputs'
 
-    const getParamValues = (paramsObj: ICommonObject) => {
+    const getParamValues = (inputsObj: ICommonObject) => {
         for (const config in overrideConfig) {
             // If overrideConfig[key] is object
             if (overrideConfig[config] && typeof overrideConfig[config] === 'object') {
                 const nodeIds = Object.keys(overrideConfig[config])
                 if (nodeIds.includes(flowNodeData.id)) {
-                    paramsObj[config] = overrideConfig[config][flowNodeData.id]
+                    inputsObj[config] = overrideConfig[config][flowNodeData.id]
+                    continue
+                } else if (nodeIds.some((nodeId) => nodeId.includes(flowNodeData.name))) {
+                    /*
+                     * "systemMessagePrompt": {
+                     *   "chatPromptTemplate_0": "You are an assistant" <---- continue for loop if current node is chatPromptTemplate_1
+                     * }
+                     */
                     continue
                 }
             }
 
-            let paramValue = overrideConfig[config] ?? paramsObj[config]
+            let paramValue = overrideConfig[config] ?? inputsObj[config]
             // Check if boolean
             if (paramValue === 'true') paramValue = true
             else if (paramValue === 'false') paramValue = false
-            paramsObj[config] = paramValue
+            inputsObj[config] = paramValue
         }
     }
 
-    const paramsObj = flowNodeData[types] ?? {}
+    const inputsObj = flowNodeData[types] ?? {}
 
-    getParamValues(paramsObj)
+    getParamValues(inputsObj)
 
     return flowNodeData
 }