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- import {
- useCallback,
- useEffect,
- useMemo,
- useRef,
- useState,
- } from 'react'
- import { useTranslation } from 'react-i18next'
- import { produce, setAutoFreeze } from 'immer'
- import { uniqBy } from 'lodash-es'
- import { useWorkflowRun } from '../../hooks'
- import { NodeRunningStatus, WorkflowRunningStatus } from '../../types'
- import { useWorkflowStore } from '../../store'
- import { DEFAULT_ITER_TIMES } from '../../constants'
- import type {
- ChatItem,
- ChatItemInTree,
- Inputs,
- } from '@/app/components/base/chat/types'
- import type { InputForm } from '@/app/components/base/chat/chat/type'
- import {
- getProcessedInputs,
- processOpeningStatement,
- } from '@/app/components/base/chat/chat/utils'
- import { useToastContext } from '@/app/components/base/toast'
- import { TransferMethod } from '@/types/app'
- import {
- getProcessedFiles,
- getProcessedFilesFromResponse,
- } from '@/app/components/base/file-uploader/utils'
- import type { FileEntity } from '@/app/components/base/file-uploader/types'
- import { getThreadMessages } from '@/app/components/base/chat/utils'
- import type { NodeTracing } from '@/types/workflow'
- type GetAbortController = (abortController: AbortController) => void
- type SendCallback = {
- onGetSuggestedQuestions?: (responseItemId: string, getAbortController: GetAbortController) => Promise<any>
- }
- export const useChat = (
- config: any,
- formSettings?: {
- inputs: Inputs
- inputsForm: InputForm[]
- },
- prevChatTree?: ChatItemInTree[],
- stopChat?: (taskId: string) => void,
- ) => {
- const { t } = useTranslation()
- const { notify } = useToastContext()
- const { handleRun } = useWorkflowRun()
- const hasStopResponded = useRef(false)
- const workflowStore = useWorkflowStore()
- const conversationId = useRef('')
- const taskIdRef = useRef('')
- const [isResponding, setIsResponding] = useState(false)
- const isRespondingRef = useRef(false)
- const [suggestedQuestions, setSuggestQuestions] = useState<string[]>([])
- const suggestedQuestionsAbortControllerRef = useRef<AbortController | null>(null)
- const {
- setIterTimes,
- } = workflowStore.getState()
- const handleResponding = useCallback((isResponding: boolean) => {
- setIsResponding(isResponding)
- isRespondingRef.current = isResponding
- }, [])
- const [chatTree, setChatTree] = useState<ChatItemInTree[]>(prevChatTree || [])
- const chatTreeRef = useRef<ChatItemInTree[]>(chatTree)
- const [targetMessageId, setTargetMessageId] = useState<string>()
- const threadMessages = useMemo(() => getThreadMessages(chatTree, targetMessageId), [chatTree, targetMessageId])
- const getIntroduction = useCallback((str: string) => {
- return processOpeningStatement(str, formSettings?.inputs || {}, formSettings?.inputsForm || [])
- }, [formSettings?.inputs, formSettings?.inputsForm])
- /** Final chat list that will be rendered */
- const chatList = useMemo(() => {
- const ret = [...threadMessages]
- if (config?.opening_statement) {
- const index = threadMessages.findIndex(item => item.isOpeningStatement)
- if (index > -1) {
- ret[index] = {
- ...ret[index],
- content: getIntroduction(config.opening_statement),
- suggestedQuestions: config.suggested_questions,
- }
- }
- else {
- ret.unshift({
- id: `${Date.now()}`,
- content: getIntroduction(config.opening_statement),
- isAnswer: true,
- isOpeningStatement: true,
- suggestedQuestions: config.suggested_questions,
- })
- }
- }
- return ret
- }, [threadMessages, config?.opening_statement, getIntroduction, config?.suggested_questions])
- useEffect(() => {
- setAutoFreeze(false)
- return () => {
- setAutoFreeze(true)
- }
- }, [])
- /** Find the target node by bfs and then operate on it */
- const produceChatTreeNode = useCallback((targetId: string, operation: (node: ChatItemInTree) => void) => {
- return produce(chatTreeRef.current, (draft) => {
- const queue: ChatItemInTree[] = [...draft]
- while (queue.length > 0) {
- const current = queue.shift()!
- if (current.id === targetId) {
- operation(current)
- break
- }
- if (current.children)
- queue.push(...current.children)
- }
- })
- }, [])
- const handleStop = useCallback(() => {
- hasStopResponded.current = true
- handleResponding(false)
- if (stopChat && taskIdRef.current)
- stopChat(taskIdRef.current)
- setIterTimes(DEFAULT_ITER_TIMES)
- if (suggestedQuestionsAbortControllerRef.current)
- suggestedQuestionsAbortControllerRef.current.abort()
- }, [handleResponding, setIterTimes, stopChat])
- const handleRestart = useCallback(() => {
- conversationId.current = ''
- taskIdRef.current = ''
- handleStop()
- setIterTimes(DEFAULT_ITER_TIMES)
- setChatTree([])
- setSuggestQuestions([])
- }, [
- handleStop,
- setIterTimes,
- ])
- const updateCurrentQAOnTree = useCallback(({
- parentId,
- responseItem,
- placeholderQuestionId,
- questionItem,
- }: {
- parentId?: string
- responseItem: ChatItem
- placeholderQuestionId: string
- questionItem: ChatItem
- }) => {
- let nextState: ChatItemInTree[]
- const currentQA = { ...questionItem, children: [{ ...responseItem, children: [] }] }
- if (!parentId && !chatTree.some(item => [placeholderQuestionId, questionItem.id].includes(item.id))) {
- // QA whose parent is not provided is considered as a first message of the conversation,
- // and it should be a root node of the chat tree
- nextState = produce(chatTree, (draft) => {
- draft.push(currentQA)
- })
- }
- else {
- // find the target QA in the tree and update it; if not found, insert it to its parent node
- nextState = produceChatTreeNode(parentId!, (parentNode) => {
- const questionNodeIndex = parentNode.children!.findIndex(item => [placeholderQuestionId, questionItem.id].includes(item.id))
- if (questionNodeIndex === -1)
- parentNode.children!.push(currentQA)
- else
- parentNode.children![questionNodeIndex] = currentQA
- })
- }
- setChatTree(nextState)
- chatTreeRef.current = nextState
- }, [chatTree, produceChatTreeNode])
- const handleSend = useCallback((
- params: {
- query: string
- files?: FileEntity[]
- parent_message_id?: string
- [key: string]: any
- },
- {
- onGetSuggestedQuestions,
- }: SendCallback,
- ) => {
- if (isRespondingRef.current) {
- notify({ type: 'info', message: t('appDebug.errorMessage.waitForResponse') })
- return false
- }
- const parentMessage = threadMessages.find(item => item.id === params.parent_message_id)
- const placeholderQuestionId = `question-${Date.now()}`
- const questionItem = {
- id: placeholderQuestionId,
- content: params.query,
- isAnswer: false,
- message_files: params.files,
- parentMessageId: params.parent_message_id,
- }
- const placeholderAnswerId = `answer-placeholder-${Date.now()}`
- const placeholderAnswerItem = {
- id: placeholderAnswerId,
- content: '',
- isAnswer: true,
- parentMessageId: questionItem.id,
- siblingIndex: parentMessage?.children?.length ?? chatTree.length,
- }
- setTargetMessageId(parentMessage?.id)
- updateCurrentQAOnTree({
- parentId: params.parent_message_id,
- responseItem: placeholderAnswerItem,
- placeholderQuestionId,
- questionItem,
- })
- // answer
- const responseItem: ChatItem = {
- id: placeholderAnswerId,
- content: '',
- agent_thoughts: [],
- message_files: [],
- isAnswer: true,
- parentMessageId: questionItem.id,
- siblingIndex: parentMessage?.children?.length ?? chatTree.length,
- }
- handleResponding(true)
- const { files, inputs, ...restParams } = params
- const bodyParams = {
- files: getProcessedFiles(files || []),
- inputs: getProcessedInputs(inputs || {}, formSettings?.inputsForm || []),
- ...restParams,
- }
- if (bodyParams?.files?.length) {
- bodyParams.files = bodyParams.files.map((item) => {
- if (item.transfer_method === TransferMethod.local_file) {
- return {
- ...item,
- url: '',
- }
- }
- return item
- })
- }
- let hasSetResponseId = false
- handleRun(
- bodyParams,
- {
- onData: (message: string, isFirstMessage: boolean, { conversationId: newConversationId, messageId, taskId }: any) => {
- responseItem.content = responseItem.content + message
- if (messageId && !hasSetResponseId) {
- questionItem.id = `question-${messageId}`
- responseItem.id = messageId
- responseItem.parentMessageId = questionItem.id
- hasSetResponseId = true
- }
- if (isFirstMessage && newConversationId)
- conversationId.current = newConversationId
- taskIdRef.current = taskId
- if (messageId)
- responseItem.id = messageId
- updateCurrentQAOnTree({
- placeholderQuestionId,
- questionItem,
- responseItem,
- parentId: params.parent_message_id,
- })
- },
- async onCompleted(hasError?: boolean, errorMessage?: string) {
- handleResponding(false)
- if (hasError) {
- if (errorMessage) {
- responseItem.content = errorMessage
- responseItem.isError = true
- updateCurrentQAOnTree({
- placeholderQuestionId,
- questionItem,
- responseItem,
- parentId: params.parent_message_id,
- })
- }
- return
- }
- if (config?.suggested_questions_after_answer?.enabled && !hasStopResponded.current && onGetSuggestedQuestions) {
- try {
- const { data }: any = await onGetSuggestedQuestions(
- responseItem.id,
- newAbortController => suggestedQuestionsAbortControllerRef.current = newAbortController,
- )
- setSuggestQuestions(data)
- }
- catch (error) {
- setSuggestQuestions([])
- }
- }
- },
- onMessageEnd: (messageEnd) => {
- responseItem.citation = messageEnd.metadata?.retriever_resources || []
- const processedFilesFromResponse = getProcessedFilesFromResponse(messageEnd.files || [])
- responseItem.allFiles = uniqBy([...(responseItem.allFiles || []), ...(processedFilesFromResponse || [])], 'id')
- updateCurrentQAOnTree({
- placeholderQuestionId,
- questionItem,
- responseItem,
- parentId: params.parent_message_id,
- })
- },
- onMessageReplace: (messageReplace) => {
- responseItem.content = messageReplace.answer
- },
- onError() {
- handleResponding(false)
- },
- onWorkflowStarted: ({ workflow_run_id, task_id }) => {
- taskIdRef.current = task_id
- responseItem.workflow_run_id = workflow_run_id
- responseItem.workflowProcess = {
- status: WorkflowRunningStatus.Running,
- tracing: [],
- }
- updateCurrentQAOnTree({
- placeholderQuestionId,
- questionItem,
- responseItem,
- parentId: params.parent_message_id,
- })
- },
- onWorkflowFinished: ({ data }) => {
- responseItem.workflowProcess!.status = data.status as WorkflowRunningStatus
- updateCurrentQAOnTree({
- placeholderQuestionId,
- questionItem,
- responseItem,
- parentId: params.parent_message_id,
- })
- },
- onIterationStart: ({ data }) => {
- responseItem.workflowProcess!.tracing!.push({
- ...data,
- status: NodeRunningStatus.Running,
- details: [],
- } as any)
- updateCurrentQAOnTree({
- placeholderQuestionId,
- questionItem,
- responseItem,
- parentId: params.parent_message_id,
- })
- },
- onIterationNext: ({ data }) => {
- const tracing = responseItem.workflowProcess!.tracing!
- const iterations = tracing.find(item => item.node_id === data.node_id
- && (item.execution_metadata?.parallel_id === data.execution_metadata?.parallel_id || item.parallel_id === data.execution_metadata?.parallel_id))!
- iterations.details!.push([])
- updateCurrentQAOnTree({
- placeholderQuestionId,
- questionItem,
- responseItem,
- parentId: params.parent_message_id,
- })
- },
- onIterationFinish: ({ data }) => {
- const tracing = responseItem.workflowProcess!.tracing!
- const iterationsIndex = tracing.findIndex(item => item.node_id === data.node_id
- && (item.execution_metadata?.parallel_id === data.execution_metadata?.parallel_id || item.parallel_id === data.execution_metadata?.parallel_id))!
- tracing[iterationsIndex] = {
- ...tracing[iterationsIndex],
- ...data,
- status: NodeRunningStatus.Succeeded,
- } as any
- updateCurrentQAOnTree({
- placeholderQuestionId,
- questionItem,
- responseItem,
- parentId: params.parent_message_id,
- })
- },
- onNodeStarted: ({ data }) => {
- if (data.iteration_id)
- return
- responseItem.workflowProcess!.tracing!.push({
- ...data,
- status: NodeRunningStatus.Running,
- } as any)
- updateCurrentQAOnTree({
- placeholderQuestionId,
- questionItem,
- responseItem,
- parentId: params.parent_message_id,
- })
- },
- onNodeRetry: ({ data }) => {
- if (data.iteration_id)
- return
- const currentIndex = responseItem.workflowProcess!.tracing!.findIndex((item) => {
- if (!item.execution_metadata?.parallel_id)
- return item.node_id === data.node_id
- return item.node_id === data.node_id && (item.execution_metadata?.parallel_id === data.execution_metadata?.parallel_id || item.parallel_id === data.execution_metadata?.parallel_id)
- })
- if (responseItem.workflowProcess!.tracing[currentIndex].retryDetail)
- responseItem.workflowProcess!.tracing[currentIndex].retryDetail?.push(data as NodeTracing)
- else
- responseItem.workflowProcess!.tracing[currentIndex].retryDetail = [data as NodeTracing]
- handleUpdateChatList(produce(chatListRef.current, (draft) => {
- const currentIndex = draft.findIndex(item => item.id === responseItem.id)
- draft[currentIndex] = {
- ...draft[currentIndex],
- ...responseItem,
- }
- }))
- },
- onNodeFinished: ({ data }) => {
- if (data.iteration_id)
- return
- const currentIndex = responseItem.workflowProcess!.tracing!.findIndex((item) => {
- if (!item.execution_metadata?.parallel_id)
- return item.node_id === data.node_id
- return item.node_id === data.node_id && (item.execution_metadata?.parallel_id === data.execution_metadata?.parallel_id || item.parallel_id === data.execution_metadata?.parallel_id)
- })
- responseItem.workflowProcess!.tracing[currentIndex] = {
- ...(responseItem.workflowProcess!.tracing[currentIndex]?.extras
- ? { extras: responseItem.workflowProcess!.tracing[currentIndex].extras }
- : {}),
- ...(responseItem.workflowProcess!.tracing[currentIndex]?.retryDetail
- ? { retryDetail: responseItem.workflowProcess!.tracing[currentIndex].retryDetail }
- : {}),
- ...data,
- } as any
- updateCurrentQAOnTree({
- placeholderQuestionId,
- questionItem,
- responseItem,
- parentId: params.parent_message_id,
- })
- },
- },
- )
- }, [threadMessages, chatTree.length, updateCurrentQAOnTree, handleResponding, formSettings?.inputsForm, handleRun, notify, t, config?.suggested_questions_after_answer?.enabled])
- return {
- conversationId: conversationId.current,
- chatList,
- setTargetMessageId,
- handleSend,
- handleStop,
- handleRestart,
- isResponding,
- suggestedQuestions,
- }
- }
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