2024-03-12 19:53:33 +02:00
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import { createAction, option } from '@typebot.io/forge'
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import { auth } from '../auth'
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import { Anthropic } from '@anthropic-ai/sdk'
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import { AnthropicStream } from 'ai'
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import { anthropicModels, defaultAnthropicOptions } from '../constants'
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import { parseChatMessages } from '../helpers/parseChatMessages'
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import { isDefined } from '@typebot.io/lib'
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const nativeMessageContentSchema = {
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content: option.string.layout({
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inputType: 'textarea',
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placeholder: 'Content',
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}),
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}
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const userMessageItemSchema = option
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.object({
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role: option.literal('user'),
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})
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.extend(nativeMessageContentSchema)
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const assistantMessageItemSchema = option
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.object({
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role: option.literal('assistant'),
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})
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.extend(nativeMessageContentSchema)
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const dialogueMessageItemSchema = option.object({
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role: option.literal('Dialogue'),
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dialogueVariableId: option.string.layout({
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inputType: 'variableDropdown',
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placeholder: 'Dialogue variable',
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}),
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startsBy: option.enum(['user', 'assistant']).layout({
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label: 'starts by',
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direction: 'row',
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defaultValue: 'user',
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}),
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})
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export const options = option.object({
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model: option.enum(anthropicModels).layout({
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defaultValue: defaultAnthropicOptions.model,
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}),
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messages: option
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.array(
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option.discriminatedUnion('role', [
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userMessageItemSchema,
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assistantMessageItemSchema,
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dialogueMessageItemSchema,
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])
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)
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.layout({ accordion: 'Messages', itemLabel: 'message', isOrdered: true }),
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systemMessage: option.string.layout({
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accordion: 'Advanced Settings',
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label: 'System prompt',
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direction: 'row',
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inputType: 'textarea',
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}),
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temperature: option.number.layout({
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accordion: 'Advanced Settings',
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label: 'Temperature',
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direction: 'row',
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defaultValue: defaultAnthropicOptions.temperature,
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}),
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maxTokens: option.number.layout({
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accordion: 'Advanced Settings',
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label: 'Max Tokens',
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direction: 'row',
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defaultValue: defaultAnthropicOptions.maxTokens,
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}),
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responseMapping: option
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.saveResponseArray(['Message Content'] as const)
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.layout({
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accordion: 'Save Response',
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}),
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})
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2024-03-15 14:17:06 +01:00
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const transformToChatCompletionOptions = (options: any) => ({
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...options,
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action: 'Create chat completion',
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2024-03-15 15:13:54 +01:00
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responseMapping: options.responseMapping?.map((res: any) =>
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res.item === 'Message Content' ? { ...res, item: 'Message content' } : res
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),
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2024-03-15 14:17:06 +01:00
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})
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2024-03-12 19:53:33 +02:00
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export const createChatMessage = createAction({
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name: 'Create Chat Message',
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auth,
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options,
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turnableInto: [
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{
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blockType: 'mistral',
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2024-03-15 14:17:06 +01:00
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transform: transformToChatCompletionOptions,
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2024-03-12 19:53:33 +02:00
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},
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{
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blockType: 'openai',
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2024-03-15 14:17:06 +01:00
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transform: transformToChatCompletionOptions,
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2024-03-12 19:53:33 +02:00
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},
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2024-03-15 14:17:06 +01:00
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{ blockType: 'open-router', transform: transformToChatCompletionOptions },
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{ blockType: 'together-ai', transform: transformToChatCompletionOptions },
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2024-03-12 19:53:33 +02:00
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],
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getSetVariableIds: ({ responseMapping }) =>
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responseMapping?.map((res) => res.variableId).filter(isDefined) ?? [],
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run: {
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server: async ({ credentials: { apiKey }, options, variables, logs }) => {
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const client = new Anthropic({
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apiKey: apiKey,
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})
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const messages = parseChatMessages({ options, variables })
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try {
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const reply = await client.messages.create({
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messages,
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model: options.model ?? defaultAnthropicOptions.model,
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system: options.systemMessage,
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temperature: options.temperature
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? Number(options.temperature)
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: undefined,
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max_tokens: options.maxTokens
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? Number(options.maxTokens)
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: defaultAnthropicOptions.maxTokens,
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})
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messages.push(reply)
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options.responseMapping?.forEach((mapping) => {
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if (!mapping.variableId) return
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if (!mapping.item || mapping.item === 'Message Content')
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variables.set(mapping.variableId, reply.content[0].text)
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})
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} catch (error) {
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if (error instanceof Anthropic.APIError) {
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logs.add({
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status: 'error',
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description: `${error.status} ${error.name}`,
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details: error.message,
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})
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} else {
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throw error
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}
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}
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},
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stream: {
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getStreamVariableId: (options) =>
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options.responseMapping?.find(
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(res) => res.item === 'Message Content' || !res.item
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)?.variableId,
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run: async ({ credentials: { apiKey }, options, variables }) => {
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const client = new Anthropic({
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apiKey: apiKey,
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})
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const messages = parseChatMessages({ options, variables })
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const response = await client.messages.create({
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messages,
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model: options.model ?? defaultAnthropicOptions.model,
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system: options.systemMessage,
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temperature: options.temperature
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? Number(options.temperature)
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: undefined,
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max_tokens: options.maxTokens
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? Number(options.maxTokens)
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: defaultAnthropicOptions.maxTokens,
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stream: true,
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})
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return AnthropicStream(response)
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},
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},
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},
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})
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