From 8fa04285094cd8c7683f8851dc73481a6c8adb77 Mon Sep 17 00:00:00 2001 From: Govind Kumar Date: Wed, 14 Jun 2023 20:29:38 +0530 Subject: [PATCH] Feature: Subtitles Loader Integration --- .../documentloaders/Subtitles/Subtitles.ts | 95 +++++++++++++++++++ .../Subtitles/subtitlesFile.svg | 1 + packages/components/package.json | 5 +- 3 files changed, 99 insertions(+), 2 deletions(-) create mode 100644 packages/components/nodes/documentloaders/Subtitles/Subtitles.ts create mode 100644 packages/components/nodes/documentloaders/Subtitles/subtitlesFile.svg diff --git a/packages/components/nodes/documentloaders/Subtitles/Subtitles.ts b/packages/components/nodes/documentloaders/Subtitles/Subtitles.ts new file mode 100644 index 00000000000..0f60e151ed4 --- /dev/null +++ b/packages/components/nodes/documentloaders/Subtitles/Subtitles.ts @@ -0,0 +1,95 @@ +import { INode, INodeData, INodeParams } from '../../../src/Interface' +import { TextSplitter } from 'langchain/text_splitter' +import { SRTLoader } from 'langchain/document_loaders/fs/srt' + +class Subtitles_DocumentLoaders implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs: INodeParams[] + + constructor() { + this.label = 'Subtitles File' + this.name = 'subtitlesFile' + this.type = 'Document' + this.icon = 'subtitlesFile.svg' + this.category = 'Document Loaders' + this.description = `Load data from subtitles files` + this.baseClasses = [this.type] + this.inputs = [ + { + label: 'Subtitles File', + name: 'subtitlesFile', + type: 'file', + fileType: '.srt' + }, + { + label: 'Text Splitter', + name: 'textSplitter', + type: 'TextSplitter', + optional: true + }, + { + label: 'Metadata', + name: 'metadata', + type: 'json', + optional: true, + additionalParams: true + } + ] + } + + async init(nodeData: INodeData): Promise { + const textSplitter = nodeData.inputs?.textSplitter as TextSplitter + const subtitlesFileBase64 = nodeData.inputs?.subtitlesFile as string + const metadata = nodeData.inputs?.metadata + + let alldocs = [] + let files: string[] = [] + + if (subtitlesFileBase64.startsWith('[') && subtitlesFileBase64.endsWith(']')) { + files = JSON.parse(subtitlesFileBase64) + } else { + files = [subtitlesFileBase64] + } + + for (const file of files) { + const splitDataURI = file.split(',') + splitDataURI.pop() + const bf = Buffer.from(splitDataURI.pop() || '', 'base64') + const blob = new Blob([bf]) + const loader = new SRTLoader(blob) + + if (textSplitter) { + const docs = await loader.loadAndSplit(textSplitter) + alldocs.push(...docs) + } else { + const docs = await loader.load() + alldocs.push(...docs) + } + } + + if (metadata) { + const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata) + let finaldocs = [] + for (const doc of alldocs) { + const newdoc = { + ...doc, + metadata: { + ...doc.metadata, + ...parsedMetadata + } + } + finaldocs.push(newdoc) + } + return finaldocs + } + return alldocs + } +} + +module.exports = { nodeClass: Subtitles_DocumentLoaders } diff --git a/packages/components/nodes/documentloaders/Subtitles/subtitlesFile.svg b/packages/components/nodes/documentloaders/Subtitles/subtitlesFile.svg new file mode 100644 index 00000000000..a6ee925bc1f --- /dev/null +++ b/packages/components/nodes/documentloaders/Subtitles/subtitlesFile.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/packages/components/package.json b/packages/components/package.json index 207d3e8975b..30a6b407d2a 100644 --- a/packages/components/package.json +++ b/packages/components/package.json @@ -32,15 +32,16 @@ "faiss-node": "^0.2.1", "form-data": "^4.0.0", "graphql": "^16.6.0", + "html-to-text": "^9.0.5", "langchain": "^0.0.94", "linkifyjs": "^4.1.1", "mammoth": "^1.5.1", "moment": "^2.29.3", "node-fetch": "^2.6.11", "pdf-parse": "^1.1.1", + "srt-parser-2": "^1.2.3", "weaviate-ts-client": "^1.1.0", - "ws": "^8.9.0", - "html-to-text": "^9.0.5" + "ws": "^8.9.0" }, "devDependencies": { "@types/gulp": "4.0.9",