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import { INode, INodeData, INodeParams } from '../../../src/Interface' |
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import { TextSplitter } from 'langchain/text_splitter' |
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import { GithubRepoLoader, GithubRepoLoaderParams } from 'langchain/document_loaders/web/github' |
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class Github_DocumentLoaders implements INode { |
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label: string |
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name: string |
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description: string |
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type: string |
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icon: string |
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category: string |
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baseClasses: string[] |
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inputs: INodeParams[] |
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constructor() { |
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this.label = 'Github' |
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this.name = 'github' |
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this.type = 'Document' |
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this.icon = 'github.png' |
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this.category = 'Document Loaders' |
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this.description = `Load data from a GitHub repository` |
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this.baseClasses = [this.type] |
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this.inputs = [ |
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{ |
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label: 'Repo Link', |
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name: 'repoLink', |
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type: 'string', |
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placeholder: 'https://github.com/FlowiseAI/Flowise' |
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}, |
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{ |
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label: 'Branch', |
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name: 'branch', |
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type: 'string', |
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default: 'main' |
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}, |
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{ |
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label: 'Access Token', |
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name: 'accessToken', |
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type: 'password', |
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placeholder: '<GITHUB_ACCESS_TOKEN>', |
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optional: true |
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}, |
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{ |
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label: 'Recursive', |
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name: 'recursive', |
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type: 'boolean', |
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optional: true |
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}, |
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{ |
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label: 'Text Splitter', |
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name: 'textSplitter', |
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type: 'TextSplitter', |
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optional: true |
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}, |
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{ |
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label: 'Metadata', |
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name: 'metadata', |
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type: 'json', |
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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 repoLink = nodeData.inputs?.repoLink as string |
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const branch = nodeData.inputs?.branch as string |
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const recursive = nodeData.inputs?.recursive as boolean |
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const accessToken = nodeData.inputs?.accessToken as string |
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const textSplitter = nodeData.inputs?.textSplitter as TextSplitter |
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const metadata = nodeData.inputs?.metadata |
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const options: GithubRepoLoaderParams = { |
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branch, |
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recursive, |
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unknown: 'warn' |
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} |
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if (accessToken) options.accessToken = accessToken |
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const loader = new GithubRepoLoader(repoLink, options) |
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const docs = textSplitter ? await loader.loadAndSplit(textSplitter) : await loader.load() |
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if (metadata) { |
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const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata) |
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return docs.map((doc) => { |
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return { |
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...doc, |
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metadata: { |
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...doc.metadata, |
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...parsedMetadata |
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} |
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} |
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}) |
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} |
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return docs |
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} |
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} |
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module.exports = { nodeClass: Github_DocumentLoaders } |
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