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import { INode, INodeData, INodeParams } from '../../../src/Interface' |
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import { getBaseClasses } from '../../../src/utils' |
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import { AnthropicInput, ChatAnthropic } from 'langchain/chat_models/anthropic' |
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class ChatAnthropic_ChatModels implements INode { |
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label: string |
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name: string |
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type: string |
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icon: string |
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category: string |
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description: string |
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baseClasses: string[] |
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inputs: INodeParams[] |
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constructor() { |
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this.label = 'ChatAnthropic' |
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this.name = 'chatAnthropic' |
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this.type = 'ChatAnthropic' |
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this.icon = 'chatAnthropic.png' |
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this.category = 'Chat Models' |
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this.description = 'Wrapper around ChatAnthropic large language models that use the Chat endpoint' |
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this.baseClasses = [this.type, ...getBaseClasses(ChatAnthropic)] |
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this.inputs = [ |
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{ |
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label: 'ChatAnthropic Api Key', |
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name: 'anthropicApiKey', |
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type: 'password' |
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}, |
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{ |
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label: 'Model Name', |
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name: 'modelName', |
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type: 'options', |
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options: [ |
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{ |
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label: 'claude-v1', |
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name: 'claude-v1' |
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}, |
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{ |
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label: 'claude-v1-100k', |
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name: 'claude-v1-100k' |
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}, |
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{ |
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label: 'claude-v1.0', |
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name: 'claude-v1.0' |
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}, |
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{ |
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label: 'claude-v1.2', |
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name: 'claude-v1.2' |
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}, |
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{ |
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label: 'claude-v1.3', |
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name: 'claude-v1.3' |
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}, |
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{ |
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label: 'claude-v1.3-100k', |
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name: 'claude-v1.3-100k' |
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}, |
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{ |
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label: 'claude-instant-v1', |
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name: 'claude-instant-v1' |
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}, |
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{ |
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label: 'claude-instant-v1-100k', |
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name: 'claude-instant-v1-100k' |
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}, |
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{ |
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label: 'claude-instant-v1.0', |
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name: 'claude-instant-v1.0' |
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}, |
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{ |
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label: 'claude-instant-v1.1', |
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name: 'claude-instant-v1.1' |
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}, |
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{ |
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label: 'claude-instant-v1.1-100k', |
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name: 'claude-instant-v1.1-100k' |
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} |
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], |
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default: 'claude-v1', |
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optional: true |
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}, |
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{ |
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label: 'Temperature', |
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name: 'temperature', |
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type: 'number', |
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default: 0.9, |
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optional: true |
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}, |
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{ |
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label: 'Max Tokens', |
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name: 'maxTokensToSample', |
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type: 'number', |
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optional: true, |
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additionalParams: true |
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}, |
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{ |
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label: 'Top P', |
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name: 'topP', |
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type: 'number', |
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optional: true, |
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additionalParams: true |
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}, |
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{ |
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label: 'Top K', |
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name: 'topK', |
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type: 'number', |
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optional: true, |
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additionalParams: true |
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} |
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] |
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} |
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async init(nodeData: INodeData): Promise<any> { |
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const temperature = nodeData.inputs?.temperature as string |
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const modelName = nodeData.inputs?.modelName as string |
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const anthropicApiKey = nodeData.inputs?.anthropicApiKey as string |
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const maxTokensToSample = nodeData.inputs?.maxTokensToSample as string |
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const topP = nodeData.inputs?.topP as string |
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const topK = nodeData.inputs?.topK as string |
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const streaming = nodeData.inputs?.streaming as boolean |
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const obj: Partial<AnthropicInput> & { anthropicApiKey?: string } = { |
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temperature: parseInt(temperature, 10), |
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modelName, |
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anthropicApiKey, |
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streaming: streaming ?? true |
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} |
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if (maxTokensToSample) obj.maxTokensToSample = parseInt(maxTokensToSample, 10) |
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if (topP) obj.topP = parseInt(topP, 10) |
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if (topK) obj.topK = parseInt(topK, 10) |
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const model = new ChatAnthropic(obj) |
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return model |
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} |
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} |
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module.exports = { nodeClass: ChatAnthropic_ChatModels } |
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