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- import {
- useCallback,
- useEffect,
- useRef,
- useState,
- } from 'react'
- import { useTranslation } from 'react-i18next'
- import { produce, setAutoFreeze } from 'immer'
- import dayjs from 'dayjs'
- import type {
- ChatConfig,
- ChatItem,
- Inputs,
- PromptVariable,
- VisionFile,
- } from '../types'
- import { TransferMethod } from '@/types/app'
- import { useToastContext } from '@/app/components/base/toast'
- import { ssePost } from '@/service/base'
- import { replaceStringWithValues } from '@/app/components/app/configuration/prompt-value-panel'
- import type { Annotation } from '@/models/log'
- import { WorkflowRunningStatus } from '@/app/components/workflow/types'
- type GetAbortController = (abortController: AbortController) => void
- type SendCallback = {
- onGetConvesationMessages?: (conversationId: string, getAbortController: GetAbortController) => Promise<any>
- onGetSuggestedQuestions?: (responseItemId: string, getAbortController: GetAbortController) => Promise<any>
- onConversationComplete?: (conversationId: string) => void
- isPublicAPI?: boolean
- }
- export const useCheckPromptVariables = () => {
- const { t } = useTranslation()
- const { notify } = useToastContext()
- const checkPromptVariables = useCallback((promptVariablesConfig: {
- inputs: Inputs
- promptVariables: PromptVariable[]
- }) => {
- const {
- promptVariables,
- inputs,
- } = promptVariablesConfig
- let hasEmptyInput = ''
- const requiredVars = promptVariables.filter(({ key, name, required, type }) => {
- if (type !== 'string' && type !== 'paragraph' && type !== 'select')
- return false
- const res = (!key || !key.trim()) || (!name || !name.trim()) || (required || required === undefined || required === null)
- return res
- })
- if (requiredVars?.length) {
- requiredVars.forEach(({ key, name }) => {
- if (hasEmptyInput)
- return
- if (!inputs[key])
- hasEmptyInput = name
- })
- }
- if (hasEmptyInput) {
- notify({ type: 'error', message: t('appDebug.errorMessage.valueOfVarRequired', { key: hasEmptyInput }) })
- return false
- }
- }, [notify, t])
- return checkPromptVariables
- }
- export const useChat = (
- config?: ChatConfig,
- promptVariablesConfig?: {
- inputs: Inputs
- promptVariables: PromptVariable[]
- },
- prevChatList?: ChatItem[],
- stopChat?: (taskId: string) => void,
- ) => {
- const { t } = useTranslation()
- const { notify } = useToastContext()
- const connversationId = useRef('')
- const hasStopResponded = useRef(false)
- const [isResponding, setIsResponding] = useState(false)
- const isRespondingRef = useRef(false)
- const [chatList, setChatList] = useState<ChatItem[]>(prevChatList || [])
- const chatListRef = useRef<ChatItem[]>(prevChatList || [])
- const taskIdRef = useRef('')
- const [suggestedQuestions, setSuggestQuestions] = useState<string[]>([])
- const conversationMessagesAbortControllerRef = useRef<AbortController | null>(null)
- const suggestedQuestionsAbortControllerRef = useRef<AbortController | null>(null)
- const checkPromptVariables = useCheckPromptVariables()
- useEffect(() => {
- setAutoFreeze(false)
- return () => {
- setAutoFreeze(true)
- }
- }, [])
- const handleUpdateChatList = useCallback((newChatList: ChatItem[]) => {
- setChatList(newChatList)
- chatListRef.current = newChatList
- }, [])
- const handleResponding = useCallback((isResponding: boolean) => {
- setIsResponding(isResponding)
- isRespondingRef.current = isResponding
- }, [])
- const getIntroduction = useCallback((str: string) => {
- return replaceStringWithValues(str, promptVariablesConfig?.promptVariables || [], promptVariablesConfig?.inputs || {})
- }, [promptVariablesConfig?.inputs, promptVariablesConfig?.promptVariables])
- useEffect(() => {
- if (config?.opening_statement) {
- handleUpdateChatList(produce(chatListRef.current, (draft) => {
- const index = draft.findIndex(item => item.isOpeningStatement)
- if (index > -1) {
- draft[index] = {
- ...draft[index],
- content: getIntroduction(config.opening_statement),
- suggestedQuestions: config.suggested_questions,
- }
- }
- else {
- draft.unshift({
- id: `${Date.now()}`,
- content: getIntroduction(config.opening_statement),
- isAnswer: true,
- isOpeningStatement: true,
- suggestedQuestions: config.suggested_questions,
- })
- }
- }))
- }
- }, [config?.opening_statement, getIntroduction, config?.suggested_questions, handleUpdateChatList])
- const handleStop = useCallback(() => {
- hasStopResponded.current = true
- handleResponding(false)
- if (stopChat && taskIdRef.current)
- stopChat(taskIdRef.current)
- if (conversationMessagesAbortControllerRef.current)
- conversationMessagesAbortControllerRef.current.abort()
- if (suggestedQuestionsAbortControllerRef.current)
- suggestedQuestionsAbortControllerRef.current.abort()
- }, [stopChat, handleResponding])
- const handleRestart = useCallback(() => {
- connversationId.current = ''
- taskIdRef.current = ''
- handleStop()
- const newChatList = config?.opening_statement
- ? [{
- id: `${Date.now()}`,
- content: config.opening_statement,
- isAnswer: true,
- isOpeningStatement: true,
- suggestedQuestions: config.suggested_questions,
- }]
- : []
- handleUpdateChatList(newChatList)
- setSuggestQuestions([])
- }, [
- config,
- handleStop,
- handleUpdateChatList,
- ])
- const updateCurrentQA = useCallback(({
- responseItem,
- questionId,
- placeholderAnswerId,
- questionItem,
- }: {
- responseItem: ChatItem
- questionId: string
- placeholderAnswerId: string
- questionItem: ChatItem
- }) => {
- const newListWithAnswer = produce(
- chatListRef.current.filter(item => item.id !== responseItem.id && item.id !== placeholderAnswerId),
- (draft) => {
- if (!draft.find(item => item.id === questionId))
- draft.push({ ...questionItem })
- draft.push({ ...responseItem })
- })
- handleUpdateChatList(newListWithAnswer)
- }, [handleUpdateChatList])
- const handleSend = useCallback(async (
- url: string,
- data: any,
- {
- onGetConvesationMessages,
- onGetSuggestedQuestions,
- onConversationComplete,
- isPublicAPI,
- }: SendCallback,
- ) => {
- setSuggestQuestions([])
- if (isRespondingRef.current) {
- notify({ type: 'info', message: t('appDebug.errorMessage.waitForResponse') })
- return false
- }
- if (promptVariablesConfig?.inputs && promptVariablesConfig?.promptVariables)
- checkPromptVariables(promptVariablesConfig)
- const questionId = `question-${Date.now()}`
- const questionItem = {
- id: questionId,
- content: data.query,
- isAnswer: false,
- message_files: data.files,
- }
- const placeholderAnswerId = `answer-placeholder-${Date.now()}`
- const placeholderAnswerItem = {
- id: placeholderAnswerId,
- content: '',
- isAnswer: true,
- }
- const newList = [...chatListRef.current, questionItem, placeholderAnswerItem]
- handleUpdateChatList(newList)
- // answer
- const responseItem: ChatItem = {
- id: placeholderAnswerId,
- content: '',
- agent_thoughts: [],
- message_files: [],
- isAnswer: true,
- }
- handleResponding(true)
- hasStopResponded.current = false
- const bodyParams = {
- response_mode: 'streaming',
- conversation_id: connversationId.current,
- ...data,
- }
- if (bodyParams?.files?.length) {
- bodyParams.files = bodyParams.files.map((item: VisionFile) => {
- if (item.transfer_method === TransferMethod.local_file) {
- return {
- ...item,
- url: '',
- }
- }
- return item
- })
- }
- let isAgentMode = false
- let hasSetResponseId = false
- ssePost(
- url,
- {
- body: bodyParams,
- },
- {
- isPublicAPI,
- onData: (message: string, isFirstMessage: boolean, { conversationId: newConversationId, messageId, taskId }: any) => {
- if (!isAgentMode) {
- responseItem.content = responseItem.content + message
- }
- else {
- const lastThought = responseItem.agent_thoughts?.[responseItem.agent_thoughts?.length - 1]
- if (lastThought)
- lastThought.thought = lastThought.thought + message // need immer setAutoFreeze
- }
- if (messageId && !hasSetResponseId) {
- responseItem.id = messageId
- hasSetResponseId = true
- }
- if (isFirstMessage && newConversationId)
- connversationId.current = newConversationId
- taskIdRef.current = taskId
- if (messageId)
- responseItem.id = messageId
- updateCurrentQA({
- responseItem,
- questionId,
- placeholderAnswerId,
- questionItem,
- })
- },
- async onCompleted(hasError?: boolean) {
- handleResponding(false)
- if (hasError)
- return
- if (onConversationComplete)
- onConversationComplete(connversationId.current)
- if (connversationId.current && !hasStopResponded.current && onGetConvesationMessages) {
- const { data }: any = await onGetConvesationMessages(
- connversationId.current,
- newAbortController => conversationMessagesAbortControllerRef.current = newAbortController,
- )
- const newResponseItem = data.find((item: any) => item.id === responseItem.id)
- if (!newResponseItem)
- return
- const newChatList = produce(chatListRef.current, (draft) => {
- const index = draft.findIndex(item => item.id === responseItem.id)
- if (index !== -1) {
- const requestion = draft[index - 1]
- draft[index - 1] = {
- ...requestion,
- }
- draft[index] = {
- ...draft[index],
- log: [
- ...newResponseItem.message,
- ...(newResponseItem.message[newResponseItem.message.length - 1].role !== 'assistant'
- ? [
- {
- role: 'assistant',
- text: newResponseItem.answer,
- files: newResponseItem.message_files?.filter((file: any) => file.belongs_to === 'assistant') || [],
- },
- ]
- : []),
- ],
- more: {
- time: dayjs.unix(newResponseItem.created_at).format('hh:mm A'),
- tokens: newResponseItem.answer_tokens + newResponseItem.message_tokens,
- latency: newResponseItem.provider_response_latency.toFixed(2),
- },
- }
- }
- })
- handleUpdateChatList(newChatList)
- }
- if (config?.suggested_questions_after_answer?.enabled && !hasStopResponded.current && onGetSuggestedQuestions) {
- const { data }: any = await onGetSuggestedQuestions(
- responseItem.id,
- newAbortController => suggestedQuestionsAbortControllerRef.current = newAbortController,
- )
- setSuggestQuestions(data)
- }
- },
- onFile(file) {
- const lastThought = responseItem.agent_thoughts?.[responseItem.agent_thoughts?.length - 1]
- if (lastThought)
- responseItem.agent_thoughts![responseItem.agent_thoughts!.length - 1].message_files = [...(lastThought as any).message_files, file]
- updateCurrentQA({
- responseItem,
- questionId,
- placeholderAnswerId,
- questionItem,
- })
- },
- onThought(thought) {
- isAgentMode = true
- const response = responseItem as any
- if (thought.message_id && !hasSetResponseId)
- response.id = thought.message_id
- if (response.agent_thoughts.length === 0) {
- response.agent_thoughts.push(thought)
- }
- else {
- const lastThought = response.agent_thoughts[response.agent_thoughts.length - 1]
- // thought changed but still the same thought, so update.
- if (lastThought.id === thought.id) {
- thought.thought = lastThought.thought
- thought.message_files = lastThought.message_files
- responseItem.agent_thoughts![response.agent_thoughts.length - 1] = thought
- }
- else {
- responseItem.agent_thoughts!.push(thought)
- }
- }
- updateCurrentQA({
- responseItem,
- questionId,
- placeholderAnswerId,
- questionItem,
- })
- },
- onMessageEnd: (messageEnd) => {
- if (messageEnd.metadata?.annotation_reply) {
- responseItem.id = messageEnd.id
- responseItem.annotation = ({
- id: messageEnd.metadata.annotation_reply.id,
- authorName: messageEnd.metadata.annotation_reply.account.name,
- })
- const baseState = chatListRef.current.filter(item => item.id !== responseItem.id && item.id !== placeholderAnswerId)
- const newListWithAnswer = produce(
- baseState,
- (draft) => {
- if (!draft.find(item => item.id === questionId))
- draft.push({ ...questionItem })
- draft.push({
- ...responseItem,
- })
- })
- handleUpdateChatList(newListWithAnswer)
- return
- }
- responseItem.citation = messageEnd.metadata?.retriever_resources || []
- const newListWithAnswer = produce(
- chatListRef.current.filter(item => item.id !== responseItem.id && item.id !== placeholderAnswerId),
- (draft) => {
- if (!draft.find(item => item.id === questionId))
- draft.push({ ...questionItem })
- draft.push({ ...responseItem })
- })
- handleUpdateChatList(newListWithAnswer)
- },
- onMessageReplace: (messageReplace) => {
- responseItem.content = messageReplace.answer
- },
- onError() {
- handleResponding(false)
- const newChatList = produce(chatListRef.current, (draft) => {
- draft.splice(draft.findIndex(item => item.id === placeholderAnswerId), 1)
- })
- handleUpdateChatList(newChatList)
- },
- onWorkflowStarted: ({ workflow_run_id, task_id }) => {
- taskIdRef.current = task_id
- responseItem.workflow_run_id = workflow_run_id
- responseItem.workflowProcess = {
- status: WorkflowRunningStatus.Running,
- tracing: [],
- }
- handleUpdateChatList(produce(chatListRef.current, (draft) => {
- const currentIndex = draft.findIndex(item => item.id === responseItem.id)
- draft[currentIndex] = {
- ...draft[currentIndex],
- ...responseItem,
- }
- }))
- },
- onWorkflowFinished: ({ data }) => {
- responseItem.workflowProcess!.status = data.status as WorkflowRunningStatus
- handleUpdateChatList(produce(chatListRef.current, (draft) => {
- const currentIndex = draft.findIndex(item => item.id === responseItem.id)
- draft[currentIndex] = {
- ...draft[currentIndex],
- ...responseItem,
- }
- }))
- },
- onNodeStarted: ({ data }) => {
- responseItem.workflowProcess!.tracing!.push(data as any)
- handleUpdateChatList(produce(chatListRef.current, (draft) => {
- const currentIndex = draft.findIndex(item => item.id === responseItem.id)
- draft[currentIndex] = {
- ...draft[currentIndex],
- ...responseItem,
- }
- }))
- },
- onNodeFinished: ({ data }) => {
- const currentIndex = responseItem.workflowProcess!.tracing!.findIndex(item => item.node_id === data.node_id)
- responseItem.workflowProcess!.tracing[currentIndex] = data as any
- handleUpdateChatList(produce(chatListRef.current, (draft) => {
- const currentIndex = draft.findIndex(item => item.id === responseItem.id)
- draft[currentIndex] = {
- ...draft[currentIndex],
- ...responseItem,
- }
- }))
- },
- })
- return true
- }, [
- checkPromptVariables,
- config?.suggested_questions_after_answer,
- updateCurrentQA,
- t,
- notify,
- promptVariablesConfig,
- handleUpdateChatList,
- handleResponding,
- ])
- const handleAnnotationEdited = useCallback((query: string, answer: string, index: number) => {
- handleUpdateChatList(chatListRef.current.map((item, i) => {
- if (i === index - 1) {
- return {
- ...item,
- content: query,
- }
- }
- if (i === index) {
- return {
- ...item,
- content: answer,
- annotation: {
- ...item.annotation,
- logAnnotation: undefined,
- } as any,
- }
- }
- return item
- }))
- }, [handleUpdateChatList])
- const handleAnnotationAdded = useCallback((annotationId: string, authorName: string, query: string, answer: string, index: number) => {
- handleUpdateChatList(chatListRef.current.map((item, i) => {
- if (i === index - 1) {
- return {
- ...item,
- content: query,
- }
- }
- if (i === index) {
- const answerItem = {
- ...item,
- content: item.content,
- annotation: {
- id: annotationId,
- authorName,
- logAnnotation: {
- content: answer,
- account: {
- id: '',
- name: authorName,
- email: '',
- },
- },
- } as Annotation,
- }
- return answerItem
- }
- return item
- }))
- }, [handleUpdateChatList])
- const handleAnnotationRemoved = useCallback((index: number) => {
- handleUpdateChatList(chatListRef.current.map((item, i) => {
- if (i === index) {
- return {
- ...item,
- content: item.content,
- annotation: {
- ...(item.annotation || {}),
- id: '',
- } as Annotation,
- }
- }
- return item
- }))
- }, [handleUpdateChatList])
- return {
- chatList,
- setChatList,
- conversationId: connversationId.current,
- isResponding,
- setIsResponding,
- handleSend,
- suggestedQuestions,
- handleRestart,
- handleStop,
- handleAnnotationEdited,
- handleAnnotationAdded,
- handleAnnotationRemoved,
- }
- }
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