Henry efbc96dad9
feat: inference anthropic extension (#2885)
* feat: implement inference anthropic extension

* chore: format style and correct typo of other extensions
2024-05-11 19:22:05 +07:00

125 lines
3.8 KiB
TypeScript

/**
* @file This file exports a class that implements the InferenceExtension interface from the @janhq/core package.
* The class provides methods for initializing and stopping a model, and for making inference requests.
* It also subscribes to events emitted by the @janhq/core package and handles new message requests.
* @version 1.0.0
* @module inference-anthropic-extension/src/index
*/
import { RemoteOAIEngine } from '@janhq/core'
import { PayloadType } from '@janhq/core'
import { ChatCompletionRole } from '@janhq/core'
declare const SETTINGS: Array<any>
declare const MODELS: Array<any>
enum Settings {
apiKey = 'anthropic-api-key',
chatCompletionsEndPoint = 'chat-completions-endpoint',
}
type AnthropicPayloadType = {
model?: string
max_tokens?: number
messages?: Array<{ role: string; content: string }>
}
/**
* A class that implements the InferenceExtension interface from the @janhq/core package.
* The class provides methods for initializing and stopping a model, and for making inference requests.
* It also subscribes to events emitted by the @janhq/core package and handles new message requests.
*/
export default class JanInferenceAnthropicExtension extends RemoteOAIEngine {
inferenceUrl: string = ''
provider: string = 'anthropic'
maxTokens: number = 4096
override async onLoad(): Promise<void> {
super.onLoad()
// Register Settings
this.registerSettings(SETTINGS)
this.registerModels(MODELS)
this.apiKey = await this.getSetting<string>(Settings.apiKey, '')
this.inferenceUrl = await this.getSetting<string>(
Settings.chatCompletionsEndPoint,
''
)
if (this.inferenceUrl.length === 0) {
SETTINGS.forEach((setting) => {
if (setting.key === Settings.chatCompletionsEndPoint) {
this.inferenceUrl = setting.controllerProps.value as string
}
})
}
}
// Override the headers method to include the x-API-key in the request headers
override async headers(): Promise<HeadersInit> {
return {
'Content-Type': 'application/json',
'x-api-key': this.apiKey,
'anthropic-version': '2023-06-01',
}
}
onSettingUpdate<T>(key: string, value: T): void {
if (key === Settings.apiKey) {
this.apiKey = value as string
} else if (key === Settings.chatCompletionsEndPoint) {
if (typeof value !== 'string') return
if (value.trim().length === 0) {
SETTINGS.forEach((setting) => {
if (setting.key === Settings.chatCompletionsEndPoint) {
this.inferenceUrl = setting.controllerProps.value as string
}
})
} else {
this.inferenceUrl = value
}
}
}
// Override the transformPayload method to convert the payload to the required format
transformPayload = (payload: PayloadType): AnthropicPayloadType => {
if (!payload.messages || payload.messages.length === 0) {
return { max_tokens: this.maxTokens, messages: [], model: payload.model }
}
const convertedData: AnthropicPayloadType = {
max_tokens: this.maxTokens,
messages: [],
model: payload.model,
}
payload.messages.forEach((item, index) => {
if (item.role === ChatCompletionRole.User) {
convertedData.messages.push({
role: 'user',
content: item.content as string,
})
} else if (item.role === ChatCompletionRole.Assistant) {
convertedData.messages.push({
role: 'assistant',
content: item.content as string,
})
}
})
return convertedData
}
// Override the transformResponse method to convert the response to the required format
transformResponse = (data: any): string => {
if (data.content && data.content.length > 0 && data.content[0].text) {
return data.content[0].text
} else {
console.error('Invalid response format:', data)
return ''
}
}
}