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This commit is contained in:
Henry
2023-04-06 22:17:34 +01:00
commit 05c86ff9c5
162 changed files with 9112 additions and 0 deletions
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import { INode, INodeData, INodeParams } from '../../../src/Interface'
class MRLKAgentLLM implements INode {
label: string
name: string
description: string
type: string
icon: string
category: string
baseClasses: string[]
inputs: INodeParams[]
constructor() {
this.label = 'MRLK Agent for LLMs'
this.name = 'mrlkAgentLLM'
this.type = 'AgentExecutor'
this.category = 'Agents'
this.icon = 'agent.svg'
this.description = 'Agent that uses the ReAct Framework to decide what action to take, optimized to be used with LLMs'
this.inputs = [
{
label: 'Allowed Tools',
name: 'tools',
type: 'Tool',
list: true
},
{
label: 'LLM Model',
name: 'model',
type: 'BaseLanguageModel'
}
]
}
async getBaseClasses(): Promise<string[]> {
return ['AgentExecutor']
}
async init(nodeData: INodeData): Promise<any> {
const { initializeAgentExecutor } = await import('langchain/agents')
const model = nodeData.inputs?.model
const tools = nodeData.inputs?.tools
const executor = await initializeAgentExecutor(tools, model, 'zero-shot-react-description', true)
return executor
}
async run(nodeData: INodeData, input: string): Promise<string> {
const executor = nodeData.instance
const result = await executor.call({ input })
return result?.output
}
}
module.exports = { nodeClass: MRLKAgentLLM }
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