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import { ValidatedStatus } from '../key-validator/declarations'
import type {
CredentialFormSchemaRadio,
CredentialFormSchemaTextInput,
FormValue,
ModelLoadBalancingConfig,
} from './declarations'
import {
ConfigurationMethodEnum,
FormTypeEnum,
MODEL_TYPE_TEXT,
ModelTypeEnum,
} from './declarations'
import {
deleteModelProvider,
setModelProvider,
validateModelLoadBalancingCredentials,
validateModelProvider,
} from '@/service/common'
export const MODEL_PROVIDER_QUOTA_GET_PAID = ['anthropic', 'openai', 'azure_openai']
export const DEFAULT_BACKGROUND_COLOR = '#F3F4F6'
export const isNullOrUndefined = (value: any) => {
return value === undefined || value === null
}
export const validateCredentials = async (predefined: boolean, provider: string, v: FormValue) => {
let body, url
if (predefined) {
body = {
credentials: v,
}
url = `/workspaces/current/model-providers/${provider}/credentials/validate`
}
else {
const { __model_name, __model_type, ...credentials } = v
body = {
model: __model_name,
model_type: __model_type,
credentials,
}
url = `/workspaces/current/model-providers/${provider}/models/credentials/validate`
}
try {
const res = await validateModelProvider({ url, body })
if (res.result === 'success')
return Promise.resolve({ status: ValidatedStatus.Success })
else
return Promise.resolve({ status: ValidatedStatus.Error, message: res.error || 'error' })
}
catch (e: any) {
return Promise.resolve({ status: ValidatedStatus.Error, message: e.message })
}
}
export const validateLoadBalancingCredentials = async (predefined: boolean, provider: string, v: FormValue, id?: string): Promise<{
status: ValidatedStatus
message?: string
}> => {
const { __model_name, __model_type, ...credentials } = v
try {
const res = await validateModelLoadBalancingCredentials({
url: `/workspaces/current/model-providers/${provider}/models/load-balancing-configs/${id ? `${id}/` : ''}credentials-validate`,
body: {
model: __model_name,
model_type: __model_type,
credentials,
},
})
if (res.result === 'success')
return Promise.resolve({ status: ValidatedStatus.Success })
else
return Promise.resolve({ status: ValidatedStatus.Error, message: res.error || 'error' })
}
catch (e: any) {
return Promise.resolve({ status: ValidatedStatus.Error, message: e.message })
}
}
export const saveCredentials = async (predefined: boolean, provider: string, v: FormValue, loadBalancing?: ModelLoadBalancingConfig) => {
let body, url
if (predefined) {
body = {
config_from: ConfigurationMethodEnum.predefinedModel,
credentials: v,
load_balancing: loadBalancing,
}
url = `/workspaces/current/model-providers/${provider}`
}
else {
const { __model_name, __model_type, ...credentials } = v
body = {
model: __model_name,
model_type: __model_type,
credentials,
load_balancing: loadBalancing,
}
url = `/workspaces/current/model-providers/${provider}/models`
}
return setModelProvider({ url, body })
}
export const savePredefinedLoadBalancingConfig = async (provider: string, v: FormValue, loadBalancing?: ModelLoadBalancingConfig) => {
const { __model_name, __model_type, ...credentials } = v
const body = {
config_from: ConfigurationMethodEnum.predefinedModel,
model: __model_name,
model_type: __model_type,
credentials,
load_balancing: loadBalancing,
}
const url = `/workspaces/current/model-providers/${provider}/models`
return setModelProvider({ url, body })
}
export const removeCredentials = async (predefined: boolean, provider: string, v: FormValue) => {
let url = ''
let body
if (predefined) {
url = `/workspaces/current/model-providers/${provider}`
}
else {
if (v) {
const { __model_name, __model_type } = v
body = {
model: __model_name,
model_type: __model_type,
}
url = `/workspaces/current/model-providers/${provider}/models`
}
}
return deleteModelProvider({ url, body })
}
export const sizeFormat = (size: number) => {
const remainder = Math.floor(size / 1000)
if (remainder < 1)
return `${size}`
else
return `${remainder}K`
}
export const modelTypeFormat = (modelType: ModelTypeEnum) => {
if (modelType === ModelTypeEnum.textEmbedding)
return 'TEXT EMBEDDING'
return modelType.toLocaleUpperCase()
}
export const genModelTypeFormSchema = (modelTypes: ModelTypeEnum[]) => {
return {
type: FormTypeEnum.radio,
label: {
zh_Hans: '模型类型',
en_US: 'Model Type',
},
variable: '__model_type',
default: modelTypes[0],
required: true,
show_on: [],
options: modelTypes.map((modelType: ModelTypeEnum) => {
return {
value: modelType,
label: {
zh_Hans: MODEL_TYPE_TEXT[modelType],
en_US: MODEL_TYPE_TEXT[modelType],
},
show_on: [],
}
}),
} as CredentialFormSchemaRadio
}
export const genModelNameFormSchema = (model?: Pick<CredentialFormSchemaTextInput, 'label' | 'placeholder'>) => {
return {
type: FormTypeEnum.textInput,
label: model?.label || {
zh_Hans: '模型名称',
en_US: 'Model Name',
},
variable: '__model_name',
required: true,
show_on: [],
placeholder: model?.placeholder || {
zh_Hans: '请输入模型名称',
en_US: 'Please enter model name',
},
} as CredentialFormSchemaTextInput
}
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