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