|
| 1 | +import { BaseProvider } from '~/lib/modules/llm/base-provider'; |
| 2 | +import type { ModelInfo } from '~/lib/modules/llm/types'; |
| 3 | +import type { IProviderSetting } from '~/types/model'; |
| 4 | +import type { LanguageModelV1 } from 'ai'; |
| 5 | +import { createOpenAI } from '@ai-sdk/openai'; |
| 6 | + |
| 7 | +export default class ModelScopeProvider extends BaseProvider { |
| 8 | + name = 'ModelScope'; |
| 9 | + getApiKeyLink = 'https://modelscope.cn/my/myaccesstoken'; |
| 10 | + |
| 11 | + config = { |
| 12 | + apiTokenKey: 'MODELSCOPE_API_KEY', |
| 13 | + }; |
| 14 | + |
| 15 | + staticModels: ModelInfo[] = [ |
| 16 | + // Qwen3-14B via ModelScope: 128k context |
| 17 | + { |
| 18 | + name: 'Qwen/Qwen3-14B', |
| 19 | + label: 'Qwen/Qwen3-14B', |
| 20 | + provider: 'ModelScope', |
| 21 | + maxTokenAllowed: 128000, |
| 22 | + }, |
| 23 | + |
| 24 | + // Qwen3-32B via ModelScope: 128k context |
| 25 | + { |
| 26 | + name: 'Qwen/Qwen3-32B', |
| 27 | + label: 'Qwen/Qwen3-32B', |
| 28 | + provider: 'ModelScope', |
| 29 | + maxTokenAllowed: 128000, |
| 30 | + }, |
| 31 | + |
| 32 | + // Qwen/Qwen3-235B-A22B via ModelScope: 128k context |
| 33 | + { |
| 34 | + name: 'Qwen/Qwen3-235B-A22B', |
| 35 | + label: 'Qwen/Qwen3-235B-A22B', |
| 36 | + provider: 'ModelScope', |
| 37 | + maxTokenAllowed: 128000, |
| 38 | + }, |
| 39 | + ]; |
| 40 | + |
| 41 | + async getDynamicModels( |
| 42 | + apiKeys?: Record<string, string>, |
| 43 | + settings?: IProviderSetting, |
| 44 | + serverEnv?: Record<string, string>, |
| 45 | + ): Promise<ModelInfo[]> { |
| 46 | + const { apiKey } = this.getProviderBaseUrlAndKey({ |
| 47 | + apiKeys, |
| 48 | + providerSettings: settings, |
| 49 | + serverEnv: serverEnv as any, |
| 50 | + defaultBaseUrlKey: '', |
| 51 | + defaultApiTokenKey: 'MODELSCOPE_API_KEY', |
| 52 | + }); |
| 53 | + console.error(`apiKey: ${apiKey}`); |
| 54 | + |
| 55 | + if (!apiKey) { |
| 56 | + return []; |
| 57 | + } |
| 58 | + |
| 59 | + try { |
| 60 | + const response = await fetch('https://api-inference.modelscope.cn/v1/models', { |
| 61 | + headers: { |
| 62 | + Authorization: `Bearer ${apiKey}`, |
| 63 | + }, |
| 64 | + signal: this.createTimeoutSignal(5000), |
| 65 | + }); |
| 66 | + |
| 67 | + if (!response.ok) { |
| 68 | + console.error(`ModelScope API error: ${response.statusText}`); |
| 69 | + return []; |
| 70 | + } |
| 71 | + |
| 72 | + const data = (await response.json()) as any; |
| 73 | + const staticModelIds = this.staticModels.map((m) => m.name); |
| 74 | + |
| 75 | + // Filter out models we already have in staticModels |
| 76 | + const dynamicModels = |
| 77 | + data.data |
| 78 | + ?.filter((model: any) => !staticModelIds.includes(model.id)) |
| 79 | + .map((m: any) => ({ |
| 80 | + name: m.id, |
| 81 | + label: `${m.id} (Dynamic)`, |
| 82 | + provider: this.name, |
| 83 | + maxTokenAllowed: 64000, // Default, adjust per model if available |
| 84 | + maxCompletionTokens: 8192, |
| 85 | + })) || []; |
| 86 | + |
| 87 | + return dynamicModels; |
| 88 | + } catch (error) { |
| 89 | + console.error(`Failed to fetch ModelScope models:`, error); |
| 90 | + return []; |
| 91 | + } |
| 92 | + } |
| 93 | + |
| 94 | + getModelInstance(options: { |
| 95 | + model: string; |
| 96 | + serverEnv: Env; |
| 97 | + apiKeys?: Record<string, string>; |
| 98 | + providerSettings?: Record<string, IProviderSetting>; |
| 99 | + }): LanguageModelV1 { |
| 100 | + const { model, serverEnv, apiKeys, providerSettings } = options; |
| 101 | + |
| 102 | + const { apiKey } = this.getProviderBaseUrlAndKey({ |
| 103 | + apiKeys, |
| 104 | + providerSettings: providerSettings?.[this.name], |
| 105 | + serverEnv: serverEnv as any, |
| 106 | + defaultBaseUrlKey: '', |
| 107 | + defaultApiTokenKey: 'MODELSCOPE_API_KEY', |
| 108 | + }); |
| 109 | + |
| 110 | + if (!apiKey) { |
| 111 | + throw new Error(`Missing API key for ${this.name} provider`); |
| 112 | + } |
| 113 | + |
| 114 | + const openai = createOpenAI({ |
| 115 | + apiKey, |
| 116 | + baseURL: 'https://api-inference.modelscope.cn/v1/', |
| 117 | + }); |
| 118 | + |
| 119 | + return openai(model); |
| 120 | + } |
| 121 | +} |
0 commit comments