353 lines
10 KiB
TypeScript
353 lines
10 KiB
TypeScript
import { createAction, option } from '@typebot.io/forge'
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import { isDefined, isEmpty, isNotEmpty } from '@typebot.io/lib'
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import { auth } from '../auth'
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import { defaultBaseUrl } from '../constants'
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import { Chunk } from '../types'
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import ky, { HTTPError } from 'ky'
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import { deprecatedCreateChatMessageOptions } from '../deprecated'
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import { formatStreamPart } from 'ai'
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export const createChatMessage = createAction({
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auth,
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name: 'Create Chat Message',
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options: option
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.object({
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query: option.string.layout({
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label: 'Query',
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placeholder: 'User input/question content',
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inputType: 'textarea',
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isRequired: true,
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}),
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conversationVariableId: option.string.layout({
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label: 'Conversation ID',
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moreInfoTooltip:
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'Used to remember the conversation with the user. If empty, a new conversation ID is created.',
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inputType: 'variableDropdown',
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}),
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user: option.string.layout({
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label: 'User',
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moreInfoTooltip:
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'The user identifier, defined by the developer, must ensure uniqueness within the app.',
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}),
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inputs: option
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.array(
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option.object({
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key: option.string.layout({
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label: 'Key',
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}),
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value: option.string.layout({
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label: 'Value',
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}),
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})
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)
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.layout({
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accordion: 'Inputs',
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}),
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responseMapping: option
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.saveResponseArray(
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['Answer', 'Conversation ID', 'Total Tokens'] as const,
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{
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item: {
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hiddenItems: ['Conversation ID'],
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},
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}
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)
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.layout({
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accordion: 'Save response',
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}),
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})
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.merge(deprecatedCreateChatMessageOptions),
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getSetVariableIds: ({ responseMapping }) =>
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responseMapping?.map((r) => r.variableId).filter(isDefined) ?? [],
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run: {
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stream: {
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getStreamVariableId: ({ responseMapping }) =>
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responseMapping?.find((r) => !r.item || r.item === 'Answer')
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?.variableId,
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run: async ({
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credentials: { apiEndpoint, apiKey },
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options: {
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conversation_id,
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conversationVariableId,
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query,
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user,
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inputs,
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responseMapping,
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},
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variables,
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}) => {
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const existingDifyConversationId = conversationVariableId
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? variables.get(conversationVariableId)
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: conversation_id
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try {
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const response = await ky(
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(apiEndpoint ?? defaultBaseUrl) + '/v1/chat-messages',
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{
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method: 'POST',
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headers: {
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Authorization: `Bearer ${apiKey}`,
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'Content-Type': 'application/json',
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},
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body: JSON.stringify({
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inputs:
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inputs?.reduce((acc, { key, value }) => {
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if (isEmpty(key) || isEmpty(value)) return acc
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return {
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...acc,
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[key]: value,
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}
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}, {}) ?? {},
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query,
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response_mode: 'streaming',
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conversation_id: existingDifyConversationId,
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user,
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files: [],
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}),
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}
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)
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const reader = response.body?.getReader()
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if (!reader) return {}
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return {
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stream: new ReadableStream({
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async start(controller) {
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try {
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await processDifyStream(reader, {
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onDone: () => {
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controller.close()
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},
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onMessage: (message) => {
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controller.enqueue(
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new TextEncoder().encode(
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formatStreamPart('text', message)
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)
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)
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},
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async onMessageEnd({ totalTokens, conversationId }) {
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if (
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conversationVariableId &&
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isNotEmpty(conversationId) &&
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isEmpty(existingDifyConversationId?.toString())
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)
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await variables.set(
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conversationVariableId,
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conversationId
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)
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if ((responseMapping?.length ?? 0) === 0) return
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for (const mapping of responseMapping ?? []) {
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if (!mapping.variableId) continue
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if (
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mapping.item === 'Conversation ID' &&
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isNotEmpty(conversationId) &&
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isEmpty(existingDifyConversationId?.toString())
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)
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await variables.set(
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mapping.variableId,
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conversationId
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)
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if (mapping.item === 'Total Tokens')
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await variables.set(mapping.variableId, totalTokens)
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}
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},
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})
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} catch (e) {
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console.error(e)
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controller.error(e) // Properly closing the stream with an error
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}
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},
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}),
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}
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} catch (err) {
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if (err instanceof HTTPError) {
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return {
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httpError: {
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status: err.response.status,
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message: await err.response.text(),
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},
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}
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}
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console.error(err)
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return {}
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}
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},
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},
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server: async ({
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credentials: { apiEndpoint, apiKey },
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options: {
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conversationVariableId,
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conversation_id,
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query,
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user,
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inputs,
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responseMapping,
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},
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variables,
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logs,
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}) => {
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const existingDifyConversationId = conversationVariableId
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? variables.get(conversationVariableId)
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: conversation_id
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try {
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const response = await ky(
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(apiEndpoint ?? defaultBaseUrl) + '/v1/chat-messages',
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{
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method: 'POST',
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headers: {
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Authorization: `Bearer ${apiKey}`,
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'Content-Type': 'application/json',
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},
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body: JSON.stringify({
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inputs:
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inputs?.reduce((acc, { key, value }) => {
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if (isEmpty(key) || isEmpty(value)) return acc
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return {
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...acc,
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[key]: value,
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}
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}, {}) ?? {},
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query,
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response_mode: 'streaming',
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conversation_id: existingDifyConversationId,
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user,
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files: [],
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}),
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}
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)
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const reader = response.body?.getReader()
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if (!reader)
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return logs.add({
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status: 'error',
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description: 'Failed to read response stream',
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})
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const { answer, conversationId, totalTokens } = await new Promise<{
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answer: string
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conversationId: string | undefined
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totalTokens: number | undefined
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}>(async (resolve, reject) => {
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let answer = ''
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let conversationId: string | undefined
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let totalTokens: number | undefined
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try {
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await processDifyStream(reader, {
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onMessage: (message) => {
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answer += message
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},
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onMessageEnd: async ({
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totalTokens: tokens,
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conversationId: id,
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}) => {
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totalTokens = tokens
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conversationId = id
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},
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onDone: () => {
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resolve({ answer, conversationId, totalTokens })
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},
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})
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} catch (e) {
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reject(e)
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}
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})
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if (
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conversationVariableId &&
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isNotEmpty(conversationId) &&
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isEmpty(existingDifyConversationId?.toString())
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)
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variables.set(conversationVariableId, conversationId)
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responseMapping?.forEach((mapping) => {
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if (!mapping.variableId) return
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const item = mapping.item ?? 'Answer'
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if (item === 'Answer')
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variables.set(mapping.variableId, convertNonMarkdownLinks(answer))
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if (
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item === 'Conversation ID' &&
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isNotEmpty(conversationId) &&
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isEmpty(existingDifyConversationId?.toString())
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)
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variables.set(mapping.variableId, conversationId)
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if (item === 'Total Tokens')
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variables.set(mapping.variableId, totalTokens)
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})
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} catch (err) {
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if (err instanceof HTTPError) {
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return logs.add({
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status: 'error',
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description: err.message,
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details: await err.response.text(),
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})
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}
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console.error(err)
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}
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},
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},
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})
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const convertNonMarkdownLinks = (text: string) => {
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const nonMarkdownLinks = /(?<![\([])https?:\/\/\S+/g
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return text.replace(nonMarkdownLinks, (match) => `[${match}](${match})`)
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}
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const processDifyStream = async (
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reader: ReadableStreamDefaultReader<Uint8Array>,
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callbacks: {
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onDone: () => void
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onMessage: (message: string) => void
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onMessageEnd?: ({
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totalTokens,
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conversationId,
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}: {
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totalTokens?: number
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conversationId: string
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}) => Promise<void>
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}
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) => {
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let jsonChunk = ''
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while (true) {
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const { value, done } = await reader.read()
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if (done) {
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callbacks.onDone()
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return
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}
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const chunk = new TextDecoder().decode(value)
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const lines = chunk.toString().split('\n') as string[]
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for (const line of lines.filter(
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(line) => line.length > 0 && line !== '\n'
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)) {
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jsonChunk += line
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if (jsonChunk.startsWith('event: ')) {
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jsonChunk = ''
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continue
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}
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if (!jsonChunk.startsWith('data: ') || !jsonChunk.endsWith('}')) continue
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const data = JSON.parse(jsonChunk.slice(6)) as Chunk
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jsonChunk = ''
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if (data.event === 'message' || data.event === 'agent_message') {
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callbacks.onMessage(data.answer)
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}
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if (data.event === 'message_end') {
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await callbacks.onMessageEnd?.({
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totalTokens: data.metadata.usage?.total_tokens,
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conversationId: data.conversation_id,
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})
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}
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}
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}
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}
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