mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-28 15:00:57 +03:00
Add input moderation for all chains and agents
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@@ -4,6 +4,8 @@ import { VectaraStore } from '@langchain/community/vectorstores/vectara'
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import { VectorDBQAChain } from 'langchain/chains'
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import { INode, INodeData, INodeParams } from '../../../src/Interface'
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import { getBaseClasses } from '../../../src/utils'
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import { checkInputs, Moderation } from '../../moderation/Moderation'
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import { formatResponse } from '../../outputparsers/OutputParserHelpers'
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// functionality based on https://github.com/vectara/vectara-answer
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const reorderCitations = (unorderedSummary: string) => {
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@@ -48,7 +50,7 @@ class VectaraChain_Chains implements INode {
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constructor() {
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this.label = 'Vectara QA Chain'
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this.name = 'vectaraQAChain'
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this.version = 1.0
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this.version = 2.0
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this.type = 'VectaraQAChain'
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this.icon = 'vectara.png'
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this.category = 'Chains'
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@@ -219,6 +221,14 @@ class VectaraChain_Chains implements INode {
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description: 'Maximum results used to build the summarized response',
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type: 'number',
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default: 7
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},
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{
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label: 'Input Moderation',
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description: 'Detect text that could generate harmful output and prevent it from being sent to the language model',
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name: 'inputModeration',
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type: 'Moderation',
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optional: true,
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list: true
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}
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]
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}
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@@ -227,7 +237,7 @@ class VectaraChain_Chains implements INode {
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return null
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}
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async run(nodeData: INodeData, input: string): Promise<object> {
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async run(nodeData: INodeData, input: string): Promise<string | object> {
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const vectorStore = nodeData.inputs?.vectaraStore as VectaraStore
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const responseLang = (nodeData.inputs?.responseLang as string) ?? 'eng'
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const summarizerPromptName = nodeData.inputs?.summarizerPromptName as string
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@@ -252,6 +262,18 @@ class VectaraChain_Chains implements INode {
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const mmrRerankerId = 272725718
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const mmrEnabled = vectaraFilter?.mmrConfig?.enabled
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const moderations = nodeData.inputs?.inputModeration as Moderation[]
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if (moderations && moderations.length > 0) {
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try {
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// Use the output of the moderation chain as input for the Vectara chain
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input = await checkInputs(moderations, input)
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} catch (e) {
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await new Promise((resolve) => setTimeout(resolve, 500))
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//streamResponse(options.socketIO && options.socketIOClientId, e.message, options.socketIO, options.socketIOClientId)
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return formatResponse(e.message)
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}
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}
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const data = {
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query: [
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{
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