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feat: implement Claude 3, Claude3.5, Nova Pro, Nova Lite and Mistral …
…model integration with AWS Bedrock (stackblitz-labs#974) * feat: Integrate AWS Bedrock with Claude 3.5 Sonnet, Claude 3 Sonnet, and Claude 3.5 Haiku * update Dockerfile for AWS Bedrock configuration * feat: add new Bedrock model 'Mistral' and update Haiku to version 3 * feat: add new bedrock model Nova Lite and Nova Pro * Update README documentation to reflect the latest changes * Add the icon for aws bedrock * add support for serialized AWS Bedrock configuration in api key
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Original file line number | Diff line number | Diff line change |
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import { BaseProvider } from '~/lib/modules/llm/base-provider'; | ||
import type { ModelInfo } from '~/lib/modules/llm/types'; | ||
import type { LanguageModelV1 } from 'ai'; | ||
import type { IProviderSetting } from '~/types/model'; | ||
import { createAmazonBedrock } from '@ai-sdk/amazon-bedrock'; | ||
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interface AWSBedRockConfig { | ||
region: string; | ||
accessKeyId: string; | ||
secretAccessKey: string; | ||
sessionToken?: string; | ||
} | ||
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export default class AmazonBedrockProvider extends BaseProvider { | ||
name = 'AmazonBedrock'; | ||
getApiKeyLink = 'https://console.aws.amazon.com/iam/home'; | ||
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config = { | ||
apiTokenKey: 'AWS_BEDROCK_CONFIG', | ||
}; | ||
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staticModels: ModelInfo[] = [ | ||
{ | ||
name: 'anthropic.claude-3-5-sonnet-20240620-v1:0', | ||
label: 'Claude 3.5 Sonnet (Bedrock)', | ||
provider: 'AmazonBedrock', | ||
maxTokenAllowed: 4096, | ||
}, | ||
{ | ||
name: 'anthropic.claude-3-sonnet-20240229-v1:0', | ||
label: 'Claude 3 Sonnet (Bedrock)', | ||
provider: 'AmazonBedrock', | ||
maxTokenAllowed: 4096, | ||
}, | ||
{ | ||
name: 'anthropic.claude-3-haiku-20240307-v1:0', | ||
label: 'Claude 3 Haiku (Bedrock)', | ||
provider: 'AmazonBedrock', | ||
maxTokenAllowed: 4096, | ||
}, | ||
{ | ||
name: 'amazon.nova-pro-v1:0', | ||
label: 'Amazon Nova Pro (Bedrock)', | ||
provider: 'AmazonBedrock', | ||
maxTokenAllowed: 5120, | ||
}, | ||
{ | ||
name: 'amazon.nova-lite-v1:0', | ||
label: 'Amazon Nova Lite (Bedrock)', | ||
provider: 'AmazonBedrock', | ||
maxTokenAllowed: 5120, | ||
}, | ||
{ | ||
name: 'mistral.mistral-large-2402-v1:0', | ||
label: 'Mistral Large 24.02 (Bedrock)', | ||
provider: 'AmazonBedrock', | ||
maxTokenAllowed: 8192, | ||
}, | ||
]; | ||
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private _parseAndValidateConfig(apiKey: string): AWSBedRockConfig { | ||
let parsedConfig: AWSBedRockConfig; | ||
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try { | ||
parsedConfig = JSON.parse(apiKey); | ||
} catch { | ||
throw new Error( | ||
'Invalid AWS Bedrock configuration format. Please provide a valid JSON string containing region, accessKeyId, and secretAccessKey.', | ||
); | ||
} | ||
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const { region, accessKeyId, secretAccessKey, sessionToken } = parsedConfig; | ||
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if (!region || !accessKeyId || !secretAccessKey) { | ||
throw new Error( | ||
'Missing required AWS credentials. Configuration must include region, accessKeyId, and secretAccessKey.', | ||
); | ||
} | ||
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return { | ||
region, | ||
accessKeyId, | ||
secretAccessKey, | ||
...(sessionToken && { sessionToken }), | ||
}; | ||
} | ||
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getModelInstance(options: { | ||
model: string; | ||
serverEnv: any; | ||
apiKeys?: Record<string, string>; | ||
providerSettings?: Record<string, IProviderSetting>; | ||
}): LanguageModelV1 { | ||
const { model, serverEnv, apiKeys, providerSettings } = options; | ||
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const { apiKey } = this.getProviderBaseUrlAndKey({ | ||
apiKeys, | ||
providerSettings: providerSettings?.[this.name], | ||
serverEnv: serverEnv as any, | ||
defaultBaseUrlKey: '', | ||
defaultApiTokenKey: 'AWS_BEDROCK_CONFIG', | ||
}); | ||
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if (!apiKey) { | ||
throw new Error(`Missing API key for ${this.name} provider`); | ||
} | ||
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const config = this._parseAndValidateConfig(apiKey); | ||
const bedrock = createAmazonBedrock(config); | ||
|
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return bedrock(model); | ||
} | ||
} |
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