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Feat: Support more chunking methods (#11000)
### What problem does this PR solve? Feat: Support more chunking methods #10772 This PR enables multiple chunking methods — including books, laws, naive, one, and presentation — to be used with all existing PDF parsers (DeepDOC, MinerU, Docling, TCADP, Plain Text, and Vision modes). ### Type of change - [x] New Feature (non-breaking change which adds functionality)
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@ -15,18 +15,18 @@
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#
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import logging
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from tika import parser
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import re
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from io import BytesIO
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from deepdoc.parser.utils import get_text
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from rag.app import naive
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from rag.app.naive import plaintext_parser, PARSERS
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from rag.nlp import bullets_category, is_english,remove_contents_table, \
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hierarchical_merge, make_colon_as_title, naive_merge, random_choices, tokenize_table, \
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tokenize_chunks
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from rag.nlp import rag_tokenizer
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from deepdoc.parser import PdfParser, PlainParser, HtmlParser
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from deepdoc.parser.figure_parser import vision_figure_parser_pdf_wrapper,vision_figure_parser_docx_wrapper
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from deepdoc.parser import PdfParser, HtmlParser
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from deepdoc.parser.figure_parser import vision_figure_parser_docx_wrapper
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from PIL import Image
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@ -96,13 +96,33 @@ def chunk(filename, binary=None, from_page=0, to_page=100000,
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callback(0.8, "Finish parsing.")
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elif re.search(r"\.pdf$", filename, re.IGNORECASE):
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pdf_parser = Pdf()
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if parser_config.get("layout_recognize", "DeepDOC") == "Plain Text":
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pdf_parser = PlainParser()
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sections, tbls = pdf_parser(filename if not binary else binary,
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from_page=from_page, to_page=to_page, callback=callback)
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tbls=vision_figure_parser_pdf_wrapper(tbls=tbls,callback=callback,**kwargs)
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layout_recognizer = parser_config.get("layout_recognize", "DeepDOC")
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if isinstance(layout_recognizer, bool):
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layout_recognizer = "DeepDOC" if layout_recognizer else "Plain Text"
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name = layout_recognizer.strip().lower()
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parser = PARSERS.get(name, plaintext_parser)
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callback(0.1, "Start to parse.")
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sections, tables, _ = parser(
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filename = filename,
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binary = binary,
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from_page = from_page,
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to_page = to_page,
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lang = lang,
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callback = callback,
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pdf_cls = Pdf,
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**kwargs
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)
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if not sections and not tables:
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return []
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if name in ["tcadp", "docling", "mineru"]:
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parser_config["chunk_token_num"] = 0
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callback(0.8, "Finish parsing.")
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elif re.search(r"\.txt$", filename, re.IGNORECASE):
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callback(0.1, "Start to parse.")
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txt = get_text(filename, binary)
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