125
packages/forge/blocks/openai/shared/runChatCompletion.ts
Normal file
125
packages/forge/blocks/openai/shared/runChatCompletion.ts
Normal file
@@ -0,0 +1,125 @@
|
||||
import OpenAI, { ClientOptions } from 'openai'
|
||||
import { parseToolParameters } from '../helpers/parseToolParameters'
|
||||
import { executeFunction } from '@typebot.io/variables/executeFunction'
|
||||
import { ChatCompletionTool, ChatCompletionMessage } from 'openai/resources'
|
||||
import { maxToolCalls } from '../constants'
|
||||
import { parseChatCompletionMessages } from '../helpers/parseChatCompletionMessages'
|
||||
import { ChatCompletionOptions } from './parseChatCompletionOptions'
|
||||
import { LogsStore, VariableStore } from '@typebot.io/forge/types'
|
||||
|
||||
type OpenAIConfig = {
|
||||
baseUrl: string
|
||||
defaultModel?: string
|
||||
}
|
||||
|
||||
type Props = {
|
||||
credentials: {
|
||||
apiKey?: string
|
||||
}
|
||||
options: ChatCompletionOptions
|
||||
variables: VariableStore
|
||||
logs: LogsStore
|
||||
config: OpenAIConfig
|
||||
}
|
||||
|
||||
export const runChatCompletion = async ({
|
||||
credentials: { apiKey },
|
||||
options,
|
||||
variables,
|
||||
config: openAIConfig,
|
||||
logs,
|
||||
}: Props) => {
|
||||
const model = options.model?.trim() ?? openAIConfig.defaultModel
|
||||
if (!model) return logs.add('No model provided')
|
||||
const config = {
|
||||
apiKey,
|
||||
baseURL: openAIConfig.baseUrl ?? options.baseUrl,
|
||||
defaultHeaders: options.baseUrl
|
||||
? {
|
||||
'api-key': apiKey,
|
||||
}
|
||||
: undefined,
|
||||
defaultQuery: options.apiVersion
|
||||
? {
|
||||
'api-version': options.apiVersion,
|
||||
}
|
||||
: undefined,
|
||||
} satisfies ClientOptions
|
||||
|
||||
const openai = new OpenAI(config)
|
||||
|
||||
const tools = options.tools
|
||||
?.filter((t) => t.name && t.parameters)
|
||||
.map((t) => ({
|
||||
type: 'function',
|
||||
function: {
|
||||
name: t.name as string,
|
||||
description: t.description,
|
||||
parameters: parseToolParameters(t.parameters!),
|
||||
},
|
||||
})) satisfies ChatCompletionTool[] | undefined
|
||||
|
||||
const messages = parseChatCompletionMessages({ options, variables })
|
||||
|
||||
const body = {
|
||||
model,
|
||||
temperature: options.temperature ? Number(options.temperature) : undefined,
|
||||
messages,
|
||||
tools: (tools?.length ?? 0) > 0 ? tools : undefined,
|
||||
}
|
||||
|
||||
let totalTokens = 0
|
||||
let message: ChatCompletionMessage
|
||||
|
||||
for (let i = 0; i < maxToolCalls; i++) {
|
||||
const response = await openai.chat.completions.create(body)
|
||||
|
||||
message = response.choices[0].message
|
||||
totalTokens += response.usage?.total_tokens || 0
|
||||
|
||||
if (!message.tool_calls) break
|
||||
|
||||
messages.push(message)
|
||||
|
||||
for (const toolCall of message.tool_calls) {
|
||||
const name = toolCall.function?.name
|
||||
if (!name) continue
|
||||
const toolDefinition = options.tools?.find((t) => t.name === name)
|
||||
if (!toolDefinition?.code || !toolDefinition.parameters) {
|
||||
messages.push({
|
||||
tool_call_id: toolCall.id,
|
||||
role: 'tool',
|
||||
content: 'Function not found',
|
||||
})
|
||||
continue
|
||||
}
|
||||
const toolParams = Object.fromEntries(
|
||||
toolDefinition.parameters.map(({ name }) => [name, null])
|
||||
)
|
||||
const toolArgs = toolCall.function?.arguments
|
||||
? JSON.parse(toolCall.function?.arguments)
|
||||
: undefined
|
||||
if (!toolArgs) continue
|
||||
const { output, newVariables } = await executeFunction({
|
||||
variables: variables.list(),
|
||||
args: { ...toolParams, ...toolArgs },
|
||||
body: toolDefinition.code,
|
||||
})
|
||||
newVariables?.forEach((v) => variables.set(v.id, v.value))
|
||||
|
||||
messages.push({
|
||||
tool_call_id: toolCall.id,
|
||||
role: 'tool',
|
||||
content: output,
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
options.responseMapping?.forEach((mapping) => {
|
||||
if (!mapping.variableId) return
|
||||
if (!mapping.item || mapping.item === 'Message content')
|
||||
variables.set(mapping.variableId, message.content)
|
||||
if (mapping.item === 'Total tokens')
|
||||
variables.set(mapping.variableId, totalTokens)
|
||||
})
|
||||
}
|
||||
Reference in New Issue
Block a user