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import { BaseProvider } from '~/lib/modules/llm/base-provider'; |
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import type { ModelInfo } from '~/lib/modules/llm/types'; |
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import type { IProviderSetting } from '~/types/model'; |
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import type { LanguageModelV1 } from 'ai'; |
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import { createMistral } from '@ai-sdk/mistral'; |
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export default class MistralProvider extends BaseProvider { |
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name = 'Mistral'; |
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getApiKeyLink = 'https://console.mistral.ai/api-keys/'; |
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config = { |
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apiTokenKey: 'MISTRAL_API_KEY', |
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}; |
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staticModels: ModelInfo[] = [ |
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{ name: 'open-mistral-7b', label: 'Mistral 7B', provider: 'Mistral', maxTokenAllowed: 8000 }, |
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{ name: 'open-mixtral-8x7b', label: 'Mistral 8x7B', provider: 'Mistral', maxTokenAllowed: 8000 }, |
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{ name: 'open-mixtral-8x22b', label: 'Mistral 8x22B', provider: 'Mistral', maxTokenAllowed: 8000 }, |
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{ name: 'open-codestral-mamba', label: 'Codestral Mamba', provider: 'Mistral', maxTokenAllowed: 8000 }, |
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{ name: 'open-mistral-nemo', label: 'Mistral Nemo', provider: 'Mistral', maxTokenAllowed: 8000 }, |
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{ name: 'ministral-8b-latest', label: 'Mistral 8B', provider: 'Mistral', maxTokenAllowed: 8000 }, |
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{ name: 'mistral-small-latest', label: 'Mistral Small', provider: 'Mistral', maxTokenAllowed: 8000 }, |
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{ name: 'codestral-latest', label: 'Codestral', provider: 'Mistral', maxTokenAllowed: 8000 }, |
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{ name: 'mistral-large-latest', label: 'Mistral Large Latest', provider: 'Mistral', maxTokenAllowed: 8000 }, |
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]; |
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getModelInstance(options: { |
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model: string; |
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serverEnv: Env; |
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apiKeys?: Record<string, string>; |
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providerSettings?: Record<string, IProviderSetting>; |
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}): LanguageModelV1 { |
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const { model, serverEnv, apiKeys, providerSettings } = options; |
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const { apiKey } = this.getProviderBaseUrlAndKey({ |
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apiKeys, |
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providerSettings: providerSettings?.[this.name], |
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serverEnv: serverEnv as any, |
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defaultBaseUrlKey: '', |
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defaultApiTokenKey: 'MISTRAL_API_KEY', |
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}); |
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if (!apiKey) { |
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throw new Error(`Missing API key for ${this.name} provider`); |
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} |
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const mistral = createMistral({ |
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apiKey, |
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}); |
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return mistral(model); |
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} |
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} |
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