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import { BaseProvider, getOpenAILikeModel } 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'; | |
export default class TogetherProvider extends BaseProvider { | |
name = 'Together'; | |
getApiKeyLink = 'https://api.together.xyz/settings/api-keys'; | |
config = { | |
baseUrlKey: 'TOGETHER_API_BASE_URL', | |
apiTokenKey: 'TOGETHER_API_KEY', | |
}; | |
staticModels: ModelInfo[] = [ | |
{ | |
name: 'Qwen/Qwen2.5-Coder-32B-Instruct', | |
label: 'Qwen/Qwen2.5-Coder-32B-Instruct', | |
provider: 'Together', | |
maxTokenAllowed: 8000, | |
}, | |
{ | |
name: 'meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo', | |
label: 'meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo', | |
provider: 'Together', | |
maxTokenAllowed: 8000, | |
}, | |
{ | |
name: 'mistralai/Mixtral-8x7B-Instruct-v0.1', | |
label: 'Mixtral 8x7B Instruct', | |
provider: 'Together', | |
maxTokenAllowed: 8192, | |
}, | |
]; | |
async getDynamicModels( | |
apiKeys?: Record<string, string>, | |
settings?: IProviderSetting, | |
serverEnv: Record<string, string> = {}, | |
): Promise<ModelInfo[]> { | |
const { baseUrl: fetchBaseUrl, apiKey } = this.getProviderBaseUrlAndKey({ | |
apiKeys, | |
providerSettings: settings, | |
serverEnv, | |
defaultBaseUrlKey: 'TOGETHER_API_BASE_URL', | |
defaultApiTokenKey: 'TOGETHER_API_KEY', | |
}); | |
const baseUrl = fetchBaseUrl || 'https://api.together.xyz/v1'; | |
if (!baseUrl || !apiKey) { | |
return []; | |
} | |
// console.log({ baseUrl, apiKey }); | |
const response = await fetch(`${baseUrl}/models`, { | |
headers: { | |
Authorization: `Bearer ${apiKey}`, | |
}, | |
}); | |
const res = (await response.json()) as any; | |
const data = (res || []).filter((model: any) => model.type === 'chat'); | |
return data.map((m: any) => ({ | |
name: m.id, | |
label: `${m.display_name} - in:$${m.pricing.input.toFixed(2)} out:$${m.pricing.output.toFixed(2)} - context ${Math.floor(m.context_length / 1000)}k`, | |
provider: this.name, | |
maxTokenAllowed: 8000, | |
})); | |
} | |
getModelInstance(options: { | |
model: string; | |
serverEnv: Env; | |
apiKeys?: Record<string, string>; | |
providerSettings?: Record<string, IProviderSetting>; | |
}): LanguageModelV1 { | |
const { model, serverEnv, apiKeys, providerSettings } = options; | |
const { baseUrl, apiKey } = this.getProviderBaseUrlAndKey({ | |
apiKeys, | |
providerSettings: providerSettings?.[this.name], | |
serverEnv: serverEnv as any, | |
defaultBaseUrlKey: 'TOGETHER_API_BASE_URL', | |
defaultApiTokenKey: 'TOGETHER_API_KEY', | |
}); | |
if (!baseUrl || !apiKey) { | |
throw new Error(`Missing configuration for ${this.name} provider`); | |
} | |
return getOpenAILikeModel(baseUrl, apiKey, model); | |
} | |
} | |