Hugging Face's logo

Spaces:
kikuepi
/
dify
Running

App Files Community
dify
File size: 4,094 Bytes 
4304c6d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
 
import { ValidatedStatus } from '../key-validator/declarations'
import type {
  CredentialFormSchemaRadio,
  CredentialFormSchemaTextInput,
  FormValue,
} from './declarations'
import {
  FormTypeEnum,
  MODEL_TYPE_TEXT,
  ModelTypeEnum,
} from './declarations'
import {
  deleteModelProvider,
  setModelProvider,
  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 saveCredentials = async (predefined: boolean, provider: string, v: FormValue) => {
  let body, url

  if (predefined) {
    body = {
      credentials: v,
    }
    url = `/workspaces/current/model-providers/${provider}`
  }
  else {
    const { __model_name, __model_type, ...credentials } = v
    body = {
      model: __model_name,
      model_type: __model_type,
      credentials,
    }
    url = `/workspaces/current/model-providers/${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
}