hooks.ts 16 KB

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  1. import {
  2. useCallback,
  3. useEffect,
  4. useMemo,
  5. useRef,
  6. useState,
  7. } from 'react'
  8. import { useTranslation } from 'react-i18next'
  9. import { produce, setAutoFreeze } from 'immer'
  10. import { uniqBy } from 'lodash-es'
  11. import { useWorkflowRun } from '../../hooks'
  12. import { NodeRunningStatus, WorkflowRunningStatus } from '../../types'
  13. import { useWorkflowStore } from '../../store'
  14. import { DEFAULT_ITER_TIMES } from '../../constants'
  15. import type {
  16. ChatItem,
  17. ChatItemInTree,
  18. Inputs,
  19. } from '@/app/components/base/chat/types'
  20. import type { InputForm } from '@/app/components/base/chat/chat/type'
  21. import {
  22. getProcessedInputs,
  23. processOpeningStatement,
  24. } from '@/app/components/base/chat/chat/utils'
  25. import { useToastContext } from '@/app/components/base/toast'
  26. import { TransferMethod } from '@/types/app'
  27. import {
  28. getProcessedFiles,
  29. getProcessedFilesFromResponse,
  30. } from '@/app/components/base/file-uploader/utils'
  31. import type { FileEntity } from '@/app/components/base/file-uploader/types'
  32. import { getThreadMessages } from '@/app/components/base/chat/utils'
  33. type GetAbortController = (abortController: AbortController) => void
  34. type SendCallback = {
  35. onGetSuggestedQuestions?: (responseItemId: string, getAbortController: GetAbortController) => Promise<any>
  36. }
  37. export const useChat = (
  38. config: any,
  39. formSettings?: {
  40. inputs: Inputs
  41. inputsForm: InputForm[]
  42. },
  43. prevChatTree?: ChatItemInTree[],
  44. stopChat?: (taskId: string) => void,
  45. ) => {
  46. const { t } = useTranslation()
  47. const { notify } = useToastContext()
  48. const { handleRun } = useWorkflowRun()
  49. const hasStopResponded = useRef(false)
  50. const workflowStore = useWorkflowStore()
  51. const conversationId = useRef('')
  52. const taskIdRef = useRef('')
  53. const [isResponding, setIsResponding] = useState(false)
  54. const isRespondingRef = useRef(false)
  55. const [suggestedQuestions, setSuggestQuestions] = useState<string[]>([])
  56. const suggestedQuestionsAbortControllerRef = useRef<AbortController | null>(null)
  57. const {
  58. setIterTimes,
  59. } = workflowStore.getState()
  60. const handleResponding = useCallback((isResponding: boolean) => {
  61. setIsResponding(isResponding)
  62. isRespondingRef.current = isResponding
  63. }, [])
  64. const [chatTree, setChatTree] = useState<ChatItemInTree[]>(prevChatTree || [])
  65. const chatTreeRef = useRef<ChatItemInTree[]>(chatTree)
  66. const [targetMessageId, setTargetMessageId] = useState<string>()
  67. const threadMessages = useMemo(() => getThreadMessages(chatTree, targetMessageId), [chatTree, targetMessageId])
  68. const getIntroduction = useCallback((str: string) => {
  69. return processOpeningStatement(str, formSettings?.inputs || {}, formSettings?.inputsForm || [])
  70. }, [formSettings?.inputs, formSettings?.inputsForm])
  71. /** Final chat list that will be rendered */
  72. const chatList = useMemo(() => {
  73. const ret = [...threadMessages]
  74. if (config?.opening_statement) {
  75. const index = threadMessages.findIndex(item => item.isOpeningStatement)
  76. if (index > -1) {
  77. ret[index] = {
  78. ...ret[index],
  79. content: getIntroduction(config.opening_statement),
  80. suggestedQuestions: config.suggested_questions,
  81. }
  82. }
  83. else {
  84. ret.unshift({
  85. id: `${Date.now()}`,
  86. content: getIntroduction(config.opening_statement),
  87. isAnswer: true,
  88. isOpeningStatement: true,
  89. suggestedQuestions: config.suggested_questions,
  90. })
  91. }
  92. }
  93. return ret
  94. }, [threadMessages, config?.opening_statement, getIntroduction, config?.suggested_questions])
  95. useEffect(() => {
  96. setAutoFreeze(false)
  97. return () => {
  98. setAutoFreeze(true)
  99. }
  100. }, [])
  101. /** Find the target node by bfs and then operate on it */
  102. const produceChatTreeNode = useCallback((targetId: string, operation: (node: ChatItemInTree) => void) => {
  103. return produce(chatTreeRef.current, (draft) => {
  104. const queue: ChatItemInTree[] = [...draft]
  105. while (queue.length > 0) {
  106. const current = queue.shift()!
  107. if (current.id === targetId) {
  108. operation(current)
  109. break
  110. }
  111. if (current.children)
  112. queue.push(...current.children)
  113. }
  114. })
  115. }, [])
  116. const handleStop = useCallback(() => {
  117. hasStopResponded.current = true
  118. handleResponding(false)
  119. if (stopChat && taskIdRef.current)
  120. stopChat(taskIdRef.current)
  121. setIterTimes(DEFAULT_ITER_TIMES)
  122. if (suggestedQuestionsAbortControllerRef.current)
  123. suggestedQuestionsAbortControllerRef.current.abort()
  124. }, [handleResponding, setIterTimes, stopChat])
  125. const handleRestart = useCallback(() => {
  126. conversationId.current = ''
  127. taskIdRef.current = ''
  128. handleStop()
  129. setIterTimes(DEFAULT_ITER_TIMES)
  130. setChatTree([])
  131. setSuggestQuestions([])
  132. }, [
  133. handleStop,
  134. setIterTimes,
  135. ])
  136. const updateCurrentQAOnTree = useCallback(({
  137. parentId,
  138. responseItem,
  139. placeholderQuestionId,
  140. questionItem,
  141. }: {
  142. parentId?: string
  143. responseItem: ChatItem
  144. placeholderQuestionId: string
  145. questionItem: ChatItem
  146. }) => {
  147. let nextState: ChatItemInTree[]
  148. const currentQA = { ...questionItem, children: [{ ...responseItem, children: [] }] }
  149. if (!parentId && !chatTree.some(item => [placeholderQuestionId, questionItem.id].includes(item.id))) {
  150. // QA whose parent is not provided is considered as a first message of the conversation,
  151. // and it should be a root node of the chat tree
  152. nextState = produce(chatTree, (draft) => {
  153. draft.push(currentQA)
  154. })
  155. }
  156. else {
  157. // find the target QA in the tree and update it; if not found, insert it to its parent node
  158. nextState = produceChatTreeNode(parentId!, (parentNode) => {
  159. const questionNodeIndex = parentNode.children!.findIndex(item => [placeholderQuestionId, questionItem.id].includes(item.id))
  160. if (questionNodeIndex === -1)
  161. parentNode.children!.push(currentQA)
  162. else
  163. parentNode.children![questionNodeIndex] = currentQA
  164. })
  165. }
  166. setChatTree(nextState)
  167. chatTreeRef.current = nextState
  168. }, [chatTree, produceChatTreeNode])
  169. const handleSend = useCallback((
  170. params: {
  171. query: string
  172. files?: FileEntity[]
  173. parent_message_id?: string
  174. [key: string]: any
  175. },
  176. {
  177. onGetSuggestedQuestions,
  178. }: SendCallback,
  179. ) => {
  180. if (isRespondingRef.current) {
  181. notify({ type: 'info', message: t('appDebug.errorMessage.waitForResponse') })
  182. return false
  183. }
  184. const parentMessage = threadMessages.find(item => item.id === params.parent_message_id)
  185. const placeholderQuestionId = `question-${Date.now()}`
  186. const questionItem = {
  187. id: placeholderQuestionId,
  188. content: params.query,
  189. isAnswer: false,
  190. message_files: params.files,
  191. parentMessageId: params.parent_message_id,
  192. }
  193. const placeholderAnswerId = `answer-placeholder-${Date.now()}`
  194. const placeholderAnswerItem = {
  195. id: placeholderAnswerId,
  196. content: '',
  197. isAnswer: true,
  198. parentMessageId: questionItem.id,
  199. siblingIndex: parentMessage?.children?.length ?? chatTree.length,
  200. }
  201. setTargetMessageId(parentMessage?.id)
  202. updateCurrentQAOnTree({
  203. parentId: params.parent_message_id,
  204. responseItem: placeholderAnswerItem,
  205. placeholderQuestionId,
  206. questionItem,
  207. })
  208. // answer
  209. const responseItem: ChatItem = {
  210. id: placeholderAnswerId,
  211. content: '',
  212. agent_thoughts: [],
  213. message_files: [],
  214. isAnswer: true,
  215. parentMessageId: questionItem.id,
  216. siblingIndex: parentMessage?.children?.length ?? chatTree.length,
  217. }
  218. handleResponding(true)
  219. const { files, inputs, ...restParams } = params
  220. const bodyParams = {
  221. files: getProcessedFiles(files || []),
  222. inputs: getProcessedInputs(inputs || {}, formSettings?.inputsForm || []),
  223. ...restParams,
  224. }
  225. if (bodyParams?.files?.length) {
  226. bodyParams.files = bodyParams.files.map((item) => {
  227. if (item.transfer_method === TransferMethod.local_file) {
  228. return {
  229. ...item,
  230. url: '',
  231. }
  232. }
  233. return item
  234. })
  235. }
  236. let hasSetResponseId = false
  237. handleRun(
  238. bodyParams,
  239. {
  240. onData: (message: string, isFirstMessage: boolean, { conversationId: newConversationId, messageId, taskId }: any) => {
  241. responseItem.content = responseItem.content + message
  242. if (messageId && !hasSetResponseId) {
  243. questionItem.id = `question-${messageId}`
  244. responseItem.id = messageId
  245. responseItem.parentMessageId = questionItem.id
  246. hasSetResponseId = true
  247. }
  248. if (isFirstMessage && newConversationId)
  249. conversationId.current = newConversationId
  250. taskIdRef.current = taskId
  251. if (messageId)
  252. responseItem.id = messageId
  253. updateCurrentQAOnTree({
  254. placeholderQuestionId,
  255. questionItem,
  256. responseItem,
  257. parentId: params.parent_message_id,
  258. })
  259. },
  260. async onCompleted(hasError?: boolean, errorMessage?: string) {
  261. handleResponding(false)
  262. if (hasError) {
  263. if (errorMessage) {
  264. responseItem.content = errorMessage
  265. responseItem.isError = true
  266. updateCurrentQAOnTree({
  267. placeholderQuestionId,
  268. questionItem,
  269. responseItem,
  270. parentId: params.parent_message_id,
  271. })
  272. }
  273. return
  274. }
  275. if (config?.suggested_questions_after_answer?.enabled && !hasStopResponded.current && onGetSuggestedQuestions) {
  276. try {
  277. const { data }: any = await onGetSuggestedQuestions(
  278. responseItem.id,
  279. newAbortController => suggestedQuestionsAbortControllerRef.current = newAbortController,
  280. )
  281. setSuggestQuestions(data)
  282. }
  283. // eslint-disable-next-line unused-imports/no-unused-vars
  284. catch (error) {
  285. setSuggestQuestions([])
  286. }
  287. }
  288. },
  289. onMessageEnd: (messageEnd) => {
  290. responseItem.citation = messageEnd.metadata?.retriever_resources || []
  291. const processedFilesFromResponse = getProcessedFilesFromResponse(messageEnd.files || [])
  292. responseItem.allFiles = uniqBy([...(responseItem.allFiles || []), ...(processedFilesFromResponse || [])], 'id')
  293. updateCurrentQAOnTree({
  294. placeholderQuestionId,
  295. questionItem,
  296. responseItem,
  297. parentId: params.parent_message_id,
  298. })
  299. },
  300. onMessageReplace: (messageReplace) => {
  301. responseItem.content = messageReplace.answer
  302. },
  303. onError() {
  304. handleResponding(false)
  305. },
  306. onWorkflowStarted: ({ workflow_run_id, task_id }) => {
  307. taskIdRef.current = task_id
  308. responseItem.workflow_run_id = workflow_run_id
  309. responseItem.workflowProcess = {
  310. status: WorkflowRunningStatus.Running,
  311. tracing: [],
  312. }
  313. updateCurrentQAOnTree({
  314. placeholderQuestionId,
  315. questionItem,
  316. responseItem,
  317. parentId: params.parent_message_id,
  318. })
  319. },
  320. onWorkflowFinished: ({ data }) => {
  321. responseItem.workflowProcess!.status = data.status as WorkflowRunningStatus
  322. updateCurrentQAOnTree({
  323. placeholderQuestionId,
  324. questionItem,
  325. responseItem,
  326. parentId: params.parent_message_id,
  327. })
  328. },
  329. onIterationStart: ({ data }) => {
  330. responseItem.workflowProcess!.tracing!.push({
  331. ...data,
  332. status: NodeRunningStatus.Running,
  333. })
  334. updateCurrentQAOnTree({
  335. placeholderQuestionId,
  336. questionItem,
  337. responseItem,
  338. parentId: params.parent_message_id,
  339. })
  340. },
  341. onIterationFinish: ({ data }) => {
  342. const currentTracingIndex = responseItem.workflowProcess!.tracing!.findIndex(item => item.id === data.id)
  343. if (currentTracingIndex > -1) {
  344. responseItem.workflowProcess!.tracing[currentTracingIndex] = {
  345. ...responseItem.workflowProcess!.tracing[currentTracingIndex],
  346. ...data,
  347. }
  348. updateCurrentQAOnTree({
  349. placeholderQuestionId,
  350. questionItem,
  351. responseItem,
  352. parentId: params.parent_message_id,
  353. })
  354. }
  355. },
  356. onNodeStarted: ({ data }) => {
  357. if (data.iteration_id)
  358. return
  359. responseItem.workflowProcess!.tracing!.push({
  360. ...data,
  361. status: NodeRunningStatus.Running,
  362. } as any)
  363. updateCurrentQAOnTree({
  364. placeholderQuestionId,
  365. questionItem,
  366. responseItem,
  367. parentId: params.parent_message_id,
  368. })
  369. },
  370. onNodeRetry: ({ data }) => {
  371. if (data.iteration_id)
  372. return
  373. responseItem.workflowProcess!.tracing!.push(data)
  374. updateCurrentQAOnTree({
  375. placeholderQuestionId,
  376. questionItem,
  377. responseItem,
  378. parentId: params.parent_message_id,
  379. })
  380. },
  381. onNodeFinished: ({ data }) => {
  382. if (data.iteration_id)
  383. return
  384. const currentTracingIndex = responseItem.workflowProcess!.tracing!.findIndex(item => item.id === data.id)
  385. if (currentTracingIndex > -1) {
  386. responseItem.workflowProcess!.tracing[currentTracingIndex] = {
  387. ...responseItem.workflowProcess!.tracing[currentTracingIndex],
  388. ...data,
  389. }
  390. updateCurrentQAOnTree({
  391. placeholderQuestionId,
  392. questionItem,
  393. responseItem,
  394. parentId: params.parent_message_id,
  395. })
  396. }
  397. },
  398. onAgentLog: ({ data }) => {
  399. const currentNodeIndex = responseItem.workflowProcess!.tracing!.findIndex(item => item.node_id === data.node_id)
  400. if (currentNodeIndex > -1) {
  401. const current = responseItem.workflowProcess!.tracing![currentNodeIndex]
  402. if (current.execution_metadata) {
  403. if (current.execution_metadata.agent_log) {
  404. const currentLogIndex = current.execution_metadata.agent_log.findIndex(log => log.id === data.id)
  405. if (currentLogIndex > -1) {
  406. current.execution_metadata.agent_log[currentLogIndex] = {
  407. ...current.execution_metadata.agent_log[currentLogIndex],
  408. ...data,
  409. }
  410. }
  411. else {
  412. current.execution_metadata.agent_log.push(data)
  413. }
  414. }
  415. else {
  416. current.execution_metadata.agent_log = [data]
  417. }
  418. }
  419. else {
  420. current.execution_metadata = {
  421. agent_log: [data],
  422. } as any
  423. }
  424. responseItem.workflowProcess!.tracing[currentNodeIndex] = {
  425. ...current,
  426. }
  427. updateCurrentQAOnTree({
  428. placeholderQuestionId,
  429. questionItem,
  430. responseItem,
  431. parentId: params.parent_message_id,
  432. })
  433. }
  434. },
  435. },
  436. )
  437. }, [threadMessages, chatTree.length, updateCurrentQAOnTree, handleResponding, formSettings?.inputsForm, handleRun, notify, t, config?.suggested_questions_after_answer?.enabled])
  438. return {
  439. conversationId: conversationId.current,
  440. chatList,
  441. setTargetMessageId,
  442. handleSend,
  443. handleStop,
  444. handleRestart,
  445. isResponding,
  446. suggestedQuestions,
  447. }
  448. }