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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 { createCohere } from '@ai-sdk/cohere'; | |
export default class CohereProvider extends BaseProvider { | |
name = 'Cohere'; | |
getApiKeyLink = 'https://dashboard.cohere.com/api-keys'; | |
config = { | |
apiTokenKey: 'COHERE_API_KEY', | |
}; | |
staticModels: ModelInfo[] = [ | |
{ name: 'command-r-plus-08-2024', label: 'Command R plus Latest', provider: 'Cohere', maxTokenAllowed: 4096 }, | |
{ name: 'command-r-08-2024', label: 'Command R Latest', provider: 'Cohere', maxTokenAllowed: 4096 }, | |
{ name: 'command-r-plus', label: 'Command R plus', provider: 'Cohere', maxTokenAllowed: 4096 }, | |
{ name: 'command-r', label: 'Command R', provider: 'Cohere', maxTokenAllowed: 4096 }, | |
{ name: 'command', label: 'Command', provider: 'Cohere', maxTokenAllowed: 4096 }, | |
{ name: 'command-nightly', label: 'Command Nightly', provider: 'Cohere', maxTokenAllowed: 4096 }, | |
{ name: 'command-light', label: 'Command Light', provider: 'Cohere', maxTokenAllowed: 4096 }, | |
{ name: 'command-light-nightly', label: 'Command Light Nightly', provider: 'Cohere', maxTokenAllowed: 4096 }, | |
{ name: 'c4ai-aya-expanse-8b', label: 'c4AI Aya Expanse 8b', provider: 'Cohere', maxTokenAllowed: 4096 }, | |
{ name: 'c4ai-aya-expanse-32b', label: 'c4AI Aya Expanse 32b', provider: 'Cohere', maxTokenAllowed: 4096 }, | |
]; | |
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: 'COHERE_API_KEY', | |
}); | |
if (!apiKey) { | |
throw new Error(`Missing API key for ${this.name} provider`); | |
} | |
const cohere = createCohere({ | |
apiKey, | |
}); | |
return cohere(model); | |
} | |
} | |