Merge pull request #347 from FlowiseAI/feature/CodeTextSplitter
Feature/CodeSplitter
This commit is contained in:
Henry Heng
GitHub
commit
01e5e12e4e
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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 {
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RecursiveCharacterTextSplitter,
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RecursiveCharacterTextSplitterParams,
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SupportedTextSplitterLanguage
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} from 'langchain/text_splitter'
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class CodeTextSplitter_TextSplitters 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 = 'Code Text Splitter'
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this.name = 'codeTextSplitter'
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this.type = 'CodeTextSplitter'
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this.icon = 'codeTextSplitter.svg'
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this.category = 'Text Splitters'
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this.description = `Split documents based on language-specific syntax`
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this.baseClasses = [this.type, ...getBaseClasses(RecursiveCharacterTextSplitter)]
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this.inputs = [
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{
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label: 'Language',
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name: 'language',
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type: 'options',
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options: [
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{
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label: 'cpp',
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name: 'cpp'
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},
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{
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label: 'go',
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name: 'go'
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},
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{
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label: 'java',
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name: 'java'
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},
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{
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label: 'js',
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name: 'js'
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},
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{
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label: 'php',
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name: 'php'
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},
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{
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label: 'proto',
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name: 'proto'
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},
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{
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label: 'python',
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name: 'python'
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},
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{
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label: 'rst',
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name: 'rst'
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},
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{
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label: 'ruby',
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name: 'ruby'
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},
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{
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label: 'rust',
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name: 'rust'
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},
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{
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label: 'scala',
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name: 'scala'
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},
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{
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label: 'swift',
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name: 'swift'
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},
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{
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label: 'markdown',
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name: 'markdown'
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},
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{
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label: 'latex',
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name: 'latex'
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},
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{
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label: 'html',
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name: 'html'
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},
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{
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label: 'sol',
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name: 'sol'
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}
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]
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},
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{
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label: 'Chunk Size',
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name: 'chunkSize',
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type: 'number',
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default: 1000,
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optional: true
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},
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{
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label: 'Chunk Overlap',
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name: 'chunkOverlap',
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type: 'number',
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optional: 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 chunkSize = nodeData.inputs?.chunkSize as string
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const chunkOverlap = nodeData.inputs?.chunkOverlap as string
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const language = nodeData.inputs?.language as SupportedTextSplitterLanguage
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const obj = {} as RecursiveCharacterTextSplitterParams
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if (chunkSize) obj.chunkSize = parseInt(chunkSize, 10)
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if (chunkOverlap) obj.chunkOverlap = parseInt(chunkOverlap, 10)
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const splitter = RecursiveCharacterTextSplitter.fromLanguage(language, obj)
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return splitter
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}
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}
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module.exports = { nodeClass: CodeTextSplitter_TextSplitters }
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@ -0,0 +1,8 @@
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<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-code-dots" width="24" height="24" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round">
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<path stroke="none" d="M0 0h24v24H0z" fill="none"></path>
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<path d="M15 12h.01"></path>
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<path d="M12 12h.01"></path>
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<path d="M9 12h.01"></path>
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<path d="M6 19a2 2 0 0 1 -2 -2v-4l-1 -1l1 -1v-4a2 2 0 0 1 2 -2"></path>
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<path d="M18 19a2 2 0 0 0 2 -2v-4l1 -1l-1 -1v-4a2 2 0 0 0 -2 -2"></path>
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</svg>
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After Width: | Height: | Size: 542 B |
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@ -1,52 +0,0 @@
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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 { RecursiveCharacterTextSplitter, RecursiveCharacterTextSplitterParams } from 'langchain/text_splitter'
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class LatexTextSplitter_TextSplitters 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 = 'Latex Text Splitter'
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this.name = 'latexTextSplitter'
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this.type = 'LatexTextSplitter'
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this.icon = 'latexTextSplitter.svg'
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this.category = 'Text Splitters'
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this.description = `Split documents along Latex headings, headlines, enumerations and more.`
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this.baseClasses = [this.type, ...getBaseClasses(RecursiveCharacterTextSplitter)]
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this.inputs = [
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{
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label: 'Chunk Size',
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name: 'chunkSize',
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type: 'number',
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default: 1000,
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optional: true
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},
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{
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label: 'Chunk Overlap',
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name: 'chunkOverlap',
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type: 'number',
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optional: 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 chunkSize = nodeData.inputs?.chunkSize as string
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const chunkOverlap = nodeData.inputs?.chunkOverlap as string
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const obj = {} as RecursiveCharacterTextSplitterParams
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if (chunkSize) obj.chunkSize = parseInt(chunkSize, 10)
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if (chunkOverlap) obj.chunkOverlap = parseInt(chunkOverlap, 10)
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const splitter = RecursiveCharacterTextSplitter.fromLanguage('latex', obj)
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return splitter
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}
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}
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module.exports = { nodeClass: LatexTextSplitter_TextSplitters }
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@ -1,6 +0,0 @@
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<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-markdown" width="24" height="24" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round">
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<path stroke="none" d="M0 0h24v24H0z" fill="none"></path>
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<path d="M3 5m0 2a2 2 0 0 1 2 -2h14a2 2 0 0 1 2 2v10a2 2 0 0 1 -2 2h-14a2 2 0 0 1 -2 -2z"></path>
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<path d="M7 15v-6l2 2l2 -2v6"></path>
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<path d="M14 13l2 2l2 -2m-2 2v-6"></path>
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</svg>
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Before Width: | Height: | Size: 483 B |
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