提取全部文本 #460
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Reference: HswOAuth/llm_course#460
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def extract_text_from_pdf(filename, page_numbers=None, min_line_length=1):
'''从 PDF 文件中(按指定页码)提取文字'''
paragraphs = []
buffer = ''
full_text = ''
# 提取全部文本
for i, page_layout in enumerate(extract_pages(filename)):
# 如果指定了页码范围,跳过范围外的页
if page_numbers is not None and i not in page_numbers:
continue
for element in page_layout:
if isinstance(element, LTTextContainer):
full_text += element.get_text() + '\n'
# 按空行分隔,将文本重新组织成段落
lines = full_text.split('\n')
for text in lines:
if len(text) >= min_line_length:
buffer += (' ' + text) if not text.endswith('-') else text.strip('-')
elif buffer:
paragraphs.append(buffer)
buffer = ''
if buffer:
paragraphs.append(buffer)
return paragraphs
paragraphs = extract_text_from_pdf("oracle_dba.pdf", page_numbers=[2, 3,4,5,6,7,8,9,10,11,100,101,102], min_line_length=10)
如何提取整个文档的内容?
如果这个代码可以提取的话,就一页一页提取,然后放到一个向量数据库里面就行