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import { ValidatedStatus } from '../key-validator/declarations'
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import type {
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CredentialFormSchemaTextInput,
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FormValue,
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ModelLoadBalancingConfig,
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} from './declarations'
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import {
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ConfigurationMethodEnum,
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FormTypeEnum,
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MODEL_TYPE_TEXT,
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ModelTypeEnum,
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} from './declarations'
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import {
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deleteModelProvider,
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setModelProvider,
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validateModelLoadBalancingCredentials,
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validateModelProvider,
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} from '@/service/common'
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export const MODEL_PROVIDER_QUOTA_GET_PAID = ['langgenius/anthropic/anthropic', 'langgenius/openai/openai', 'langgenius/azure_openai/azure_openai']
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export const isNullOrUndefined = (value: any) => {
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return value === undefined || value === null
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}
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export const validateCredentials = async (predefined: boolean, provider: string, v: FormValue) => {
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let body, url
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if (predefined) {
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body = {
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credentials: v,
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}
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url = `/workspaces/current/model-providers/${provider}/credentials/validate`
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}
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else {
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const { __model_name, __model_type, ...credentials } = v
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body = {
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model: __model_name,
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model_type: __model_type,
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credentials,
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}
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url = `/workspaces/current/model-providers/${provider}/models/credentials/validate`
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}
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try {
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const res = await validateModelProvider({ url, body })
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if (res.result === 'success')
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return Promise.resolve({ status: ValidatedStatus.Success })
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else
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return Promise.resolve({ status: ValidatedStatus.Error, message: res.error || 'error' })
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}
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catch (e: any) {
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return Promise.resolve({ status: ValidatedStatus.Error, message: e.message })
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}
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}
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export const validateLoadBalancingCredentials = async (predefined: boolean, provider: string, v: FormValue, id?: string): Promise<{
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status: ValidatedStatus
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message?: string
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}> => {
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const { __model_name, __model_type, ...credentials } = v
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try {
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const res = await validateModelLoadBalancingCredentials({
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url: `/workspaces/current/model-providers/${provider}/models/load-balancing-configs/${id ? `${id}/` : ''}credentials-validate`,
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body: {
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model: __model_name,
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model_type: __model_type,
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credentials,
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},
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})
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if (res.result === 'success')
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return Promise.resolve({ status: ValidatedStatus.Success })
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else
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return Promise.resolve({ status: ValidatedStatus.Error, message: res.error || 'error' })
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}
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catch (e: any) {
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return Promise.resolve({ status: ValidatedStatus.Error, message: e.message })
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}
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}
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export const saveCredentials = async (predefined: boolean, provider: string, v: FormValue, loadBalancing?: ModelLoadBalancingConfig) => {
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let body, url
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if (predefined) {
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const { __authorization_name__, ...rest } = v
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body = {
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config_from: ConfigurationMethodEnum.predefinedModel,
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credentials: rest,
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load_balancing: loadBalancing,
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name: __authorization_name__,
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}
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url = `/workspaces/current/model-providers/${provider}/credentials`
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}
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else {
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const { __model_name, __model_type, ...credentials } = v
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body = {
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model: __model_name,
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model_type: __model_type,
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credentials,
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load_balancing: loadBalancing,
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}
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url = `/workspaces/current/model-providers/${provider}/models`
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}
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return setModelProvider({ url, body })
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}
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export const savePredefinedLoadBalancingConfig = async (provider: string, v: FormValue, loadBalancing?: ModelLoadBalancingConfig) => {
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const { __model_name, __model_type, ...credentials } = v
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const body = {
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config_from: ConfigurationMethodEnum.predefinedModel,
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model: __model_name,
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model_type: __model_type,
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credentials,
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load_balancing: loadBalancing,
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}
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const url = `/workspaces/current/model-providers/${provider}/models`
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return setModelProvider({ url, body })
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}
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export const removeCredentials = async (predefined: boolean, provider: string, v: FormValue, credentialId?: string) => {
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let url = ''
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let body
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if (predefined) {
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url = `/workspaces/current/model-providers/${provider}/credentials`
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if (credentialId) {
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body = {
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credential_id: credentialId,
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}
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}
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}
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else {
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if (v) {
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const { __model_name, __model_type } = v
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body = {
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model: __model_name,
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model_type: __model_type,
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}
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url = `/workspaces/current/model-providers/${provider}/models`
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}
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}
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return deleteModelProvider({ url, body })
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}
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export const sizeFormat = (size: number) => {
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const remainder = Math.floor(size / 1000)
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if (remainder < 1)
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return `${size}`
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else
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return `${remainder}K`
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}
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export const modelTypeFormat = (modelType: ModelTypeEnum) => {
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if (modelType === ModelTypeEnum.textEmbedding)
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return 'TEXT EMBEDDING'
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return modelType.toLocaleUpperCase()
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}
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export const genModelTypeFormSchema = (modelTypes: ModelTypeEnum[]) => {
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return {
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type: FormTypeEnum.select,
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label: {
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zh_Hans: '模型类型',
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en_US: 'Model Type',
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},
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variable: '__model_type',
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default: modelTypes[0],
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required: true,
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show_on: [],
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options: modelTypes.map((modelType: ModelTypeEnum) => {
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return {
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value: modelType,
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label: {
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zh_Hans: MODEL_TYPE_TEXT[modelType],
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en_US: MODEL_TYPE_TEXT[modelType],
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},
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show_on: [],
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}
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}),
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} as any
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}
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export const genModelNameFormSchema = (model?: Pick<CredentialFormSchemaTextInput, 'label' | 'placeholder'>) => {
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return {
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type: FormTypeEnum.textInput,
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label: model?.label || {
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zh_Hans: '模型名称',
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en_US: 'Model Name',
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},
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variable: '__model_name',
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required: true,
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show_on: [],
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placeholder: model?.placeholder || {
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zh_Hans: '请输入模型名称',
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en_US: 'Please enter model name',
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},
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} as any
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}
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