| import { TextChunk } from '../types'; |
|
|
| |
| export const SIZE_PER_PAGE = 1500; |
|
|
| interface ChunkingOptions { |
| maxChunkSize: number; |
| overlapSize: number; |
| minChunkSize: number; |
| } |
|
|
| const DEFAULT_OPTIONS: ChunkingOptions = { |
| maxChunkSize: 500, |
| overlapSize: 50, |
| minChunkSize: 100, |
| }; |
|
|
| export function extractTextFromDocument(doc: Document): string { |
| const body = doc.body || doc.documentElement; |
| if (!body) return ''; |
| const clone = body.cloneNode(true) as HTMLElement; |
| clone |
| .querySelectorAll('script, style, noscript, nav, header, footer') |
| .forEach((el) => el.remove()); |
| return clone.textContent?.trim() || ''; |
| } |
|
|
| function findBreakPoint(text: string, targetPos: number, searchRange = 50): number { |
| const start = Math.max(0, targetPos - searchRange); |
| const end = Math.min(text.length, targetPos + searchRange); |
| const searchText = text.slice(start, end); |
|
|
| const paragraphBreak = searchText.lastIndexOf('\n\n'); |
| if (paragraphBreak !== -1 && paragraphBreak > searchRange / 2) return start + paragraphBreak + 2; |
|
|
| const sentenceBreak = searchText.lastIndexOf('. '); |
| if (sentenceBreak !== -1 && sentenceBreak > searchRange / 2) return start + sentenceBreak + 2; |
|
|
| const wordBreak = searchText.lastIndexOf(' '); |
| if (wordBreak !== -1) return start + wordBreak + 1; |
|
|
| return targetPos; |
| } |
|
|
| export function chunkSection( |
| doc: Document, |
| sectionIndex: number, |
| chapterTitle: string, |
| bookHash: string, |
| cumulativeSizeBeforeSection: number, |
| options?: Partial<ChunkingOptions>, |
| ): TextChunk[] { |
| const opts = { ...DEFAULT_OPTIONS, ...options }; |
| const text = extractTextFromDocument(doc); |
|
|
| if (!text || text.length < opts.minChunkSize) { |
| return text |
| ? [ |
| { |
| id: `${bookHash}-${sectionIndex}-0`, |
| bookHash, |
| sectionIndex, |
| chapterTitle, |
| text: text.trim(), |
| pageNumber: Math.floor(cumulativeSizeBeforeSection / SIZE_PER_PAGE), |
| }, |
| ] |
| : []; |
| } |
|
|
| const chunks: TextChunk[] = []; |
| let position = 0; |
| let chunkIndex = 0; |
|
|
| while (position < text.length) { |
| let chunkEnd = position + opts.maxChunkSize; |
|
|
| if (chunkEnd >= text.length) { |
| const remaining = text.slice(position).trim(); |
| if (remaining.length >= opts.minChunkSize) { |
| chunks.push({ |
| id: `${bookHash}-${sectionIndex}-${chunkIndex}`, |
| bookHash, |
| sectionIndex, |
| chapterTitle, |
| text: remaining, |
| pageNumber: Math.floor((cumulativeSizeBeforeSection + position) / SIZE_PER_PAGE), |
| }); |
| } else if (chunks.length > 0) { |
| chunks[chunks.length - 1]!.text += ' ' + remaining; |
| } |
| break; |
| } |
|
|
| chunkEnd = findBreakPoint(text, chunkEnd); |
| const chunkText = text.slice(position, chunkEnd).trim(); |
|
|
| if (chunkText.length >= opts.minChunkSize) { |
| chunks.push({ |
| id: `${bookHash}-${sectionIndex}-${chunkIndex}`, |
| bookHash, |
| sectionIndex, |
| chapterTitle, |
| text: chunkText, |
| pageNumber: Math.floor((cumulativeSizeBeforeSection + position) / SIZE_PER_PAGE), |
| }); |
| chunkIndex++; |
| } |
|
|
| position = chunkEnd - opts.overlapSize; |
| } |
|
|
| return chunks; |
| } |
|
|