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bot/packages/forge/blocks/difyAi/actions/createChatMessage.ts

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