From b38c8cb2612fee86f854ec43f5758ee88bb31dd0 Mon Sep 17 00:00:00 2001
From: linyu Zheng <osquerkkzlk@gmail.com>
Date: Sat, 3 Jan 2026 11:25:25 +0800
Subject: [PATCH] Refactor ReadFiles class for file handling
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简化代码结构
---
 docs/chapter7/RAG/utils.py | 32 +++++++++++---------------------
 1 file changed, 11 insertions(+), 21 deletions(-)

diff --git a/docs/chapter7/RAG/utils.py b/docs/chapter7/RAG/utils.py
index 0676f29..f4fc237 100644
--- a/docs/chapter7/RAG/utils.py
+++ b/docs/chapter7/RAG/utils.py
@@ -32,20 +32,12 @@ def __init__(self, path: str) -> None:
         self.file_list = self.get_files()
 
     def get_files(self):
-        # args：dir_path，目标文件夹路径
-        file_list = []
-        for filepath, dirnames, filenames in os.walk(self._path):
-            # os.walk 函数将递归遍历指定文件夹
-            for filename in filenames:
-                # 通过后缀名判断文件类型是否满足要求
-                if filename.endswith(".md"):
-                    # 如果满足要求，将其绝对路径加入到结果列表
-                    file_list.append(os.path.join(filepath, filename))
-                elif filename.endswith(".txt"):
-                    file_list.append(os.path.join(filepath, filename))
-                elif filename.endswith(".pdf"):
-                    file_list.append(os.path.join(filepath, filename))
-        return file_list
+        file_list=[]
+        for file_path,dir_names,file_names in os.walk(self.path):
+            for file_name in file_names:
+                if any([file_name.endswith(suffix) for suffix in [".md",".pdf",".txt"]]):
+                    file_list.append(os.path.join(file_path,file_name))
+        return  file_list
 
     def get_content(self, max_token_len: int = 600, cover_content: int = 150):
         docs = []
@@ -146,13 +138,10 @@ def read_file_content(cls, file_path: str):
 
     @classmethod
     def read_pdf(cls, file_path: str):
-        # 读取PDF文件
-        with open(file_path, 'rb') as file:
-            reader = PyPDF2.PdfReader(file)
-            text = ""
-            for page_num in range(len(reader.pages)):
-                text += reader.pages[page_num].extract_text()
-            return text
+        with open(file_path,"rb") as file:
+            reader=PyPDF2.PdfReader(file)
+            return "".join([page.extract_text() for page in reader.pages])
+            
 
     @classmethod
     def read_markdown(cls, file_path: str):
@@ -185,3 +174,4 @@ def get_content(self):
         with open(self.path, mode='r', encoding='utf-8') as f:
             content = json.load(f)
         return content
+