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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 { NotionDBLoader, NotionDBLoaderParams } from 'langchain/document_loaders/web/notiondb' |
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class NotionDB_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 = 'Notion Database' |
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this.name = 'notionDB' |
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this.type = 'Document' |
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this.icon = 'notion.png' |
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this.category = 'Document Loaders' |
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this.description = 'Load data from Notion Database ID' |
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this.baseClasses = [this.type] |
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this.inputs = [ |
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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: 'Notion Database Id', |
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name: 'databaseId', |
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type: 'string', |
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description: |
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'If your URL looks like - https://www.notion.so/<long_hash_1>?v=<long_hash_2>, then <long_hash_1> is the database ID' |
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}, |
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{ |
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label: 'Notion Integration Token', |
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name: 'notionIntegrationToken', |
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type: 'password', |
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description: |
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'You can find integration token <a target="_blank" href="https://developers.notion.com/docs/create-a-notion-integration#step-1-create-an-integration">here</a>' |
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}, |
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{ |
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label: 'Page Size Limit', |
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name: 'pageSizeLimit', |
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type: 'number', |
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default: 10 |
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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 textSplitter = nodeData.inputs?.textSplitter as TextSplitter |
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const databaseId = nodeData.inputs?.databaseId as string |
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const notionIntegrationToken = nodeData.inputs?.notionIntegrationToken as string |
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const pageSizeLimit = nodeData.inputs?.pageSizeLimit as string |
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const metadata = nodeData.inputs?.metadata |
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const obj: NotionDBLoaderParams = { |
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pageSizeLimit: pageSizeLimit ? parseInt(pageSizeLimit, 10) : 10, |
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databaseId, |
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notionIntegrationToken |
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} |
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const loader = new NotionDBLoader(obj) |
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let docs = [] |
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if (textSplitter) { |
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docs = await loader.loadAndSplit(textSplitter) |
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} else { |
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docs = await loader.load() |
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} |
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if (metadata) { |
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const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata) |
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let finaldocs = [] |
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for (const doc of docs) { |
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const newdoc = { |
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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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finaldocs.push(newdoc) |
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} |
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return finaldocs |
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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: NotionDB_DocumentLoaders } |
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