diff --git a/core/utils.py b/core/utils.py
index 940ac7a..3e26c6f 100644
--- a/core/utils.py
+++ b/core/utils.py
@@ -92,10 +92,85 @@ def process_article(url, website):
             "Upgrade-Insecure-Requests": "1",
             "Referer": "https://www.gmw.cn/"
         })
+    # 添加央视网的特殊请求头
+    elif "央视" in website.name or "CCTV" in website.name or "cctv" in website.name:
+        headers.update({
+            "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",
+            "Accept-Language": "zh-CN,zh;q=0.8,en-US;q=0.5,en;q=0.3",
+            "Accept-Encoding": "gzip, deflate",
+            "Connection": "keep-alive",
+            "Upgrade-Insecure-Requests": "1",
+            "Referer": "https://news.cctv.com/"
+        })
+    # 添加中国网的特殊请求头
+    elif "中国网" in website.name or "china.com.cn" in website.name:
+        headers.update({
+            "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",
+            "Accept-Language": "zh-CN,zh;q=0.8,en-US;q=0.5,en;q=0.3",
+            "Accept-Encoding": "gzip, deflate",
+            "Connection": "keep-alive",
+            "Upgrade-Insecure-Requests": "1",
+            "Referer": "http://www.china.com.cn/"
+        })
+    # 添加法治日报的特殊请求头
+    elif "法治日报" in website.name or "legaldaily" in website.name:
+        headers.update({
+            "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",
+            "Accept-Language": "zh-CN,zh;q=0.8,en-US;q=0.5,en;q=0.3",
+            "Accept-Encoding": "gzip, deflate",
+            "Connection": "keep-alive",
+            "Upgrade-Insecure-Requests": "1",
+            "Referer": "http://www.legaldaily.com.cn/"
+        })
+    # 添加工人日报的特殊请求头
+    elif "工人日报" in website.name or "workercn" in website.name:
+        headers.update({
+            "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",
+            "Accept-Language": "zh-CN,zh;q=0.8,en-US;q=0.5,en;q=0.3",
+            "Accept-Encoding": "gzip, deflate",
+            "Connection": "keep-alive",
+            "Upgrade-Insecure-Requests": "1",
+            "Referer": "https://www.workercn.cn/"
+        })
+    # 添加农民日报的特殊请求头
+    elif "农民日报" in website.name or "farmer" in website.name:
+        headers.update({
+            "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",
+            "Accept-Language": "zh-CN,zh;q=0.8,en-US;q=0.5,en;q=0.3",
+            "Accept-Encoding": "gzip, deflate",
+            "Connection": "keep-alive",
+            "Upgrade-Insecure-Requests": "1",
+            "Referer": "https://www.farmer.com.cn/"
+        })
+    # 添加解放军报的特殊请求头
+    elif "解放军报" in website.name or "81.cn" in website.name:
+        headers.update({
+            "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",
+            "Accept-Language": "zh-CN,zh;q=0.8,en-US;q=0.5,en;q=0.3",
+            "Accept-Encoding": "gzip, deflate",
+            "Connection": "keep-alive",
+            "Upgrade-Insecure-Requests": "1",
+            "Referer": "http://www.81.cn/"
+        })
+    # 添加旗帜网的特殊请求头
+    elif "旗帜网" in website.name or "qizhiwang" in website.name:
+        headers.update({
+            "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",
+            "Accept-Language": "zh-CN,zh;q=0.8,en-US;q=0.5,en;q=0.3",
+            "Accept-Encoding": "gzip, deflate",
+            "Connection": "keep-alive",
+            "Upgrade-Insecure-Requests": "1",
+            "Referer": "http://www.qizhiwang.org.cn/"
+        })
 
     try:
-        resp = requests.get(url, headers=headers, timeout=15)
+        resp = requests.get(url, headers=headers, timeout=15, allow_redirects=True)
         resp.raise_for_status()
+        
+        # 检查是否是重定向页面
+        if len(resp.text) < 500:
+            print(f"页面内容过短，可能是重定向页面：{url}")
+            return
     except Exception as e:
         print(f"请求失败：{url}，错误：{e}")
         return
@@ -107,6 +182,14 @@ def process_article(url, website):
         resp.encoding = 'utf-8'
     elif "央视" in website.name or "CCTV" in website.name:
         resp.encoding = 'utf-8'
+    elif "农民日报" in website.name or "farmer" in website.name:
+        resp.encoding = 'utf-8'
+        # 尝试其他编码
+        if '' in resp.text or len(resp.text) < 1000:
+            resp.encoding = 'gbk'
+        # 进一步尝试其他编码
+        if '' in resp.text or '' in resp.text:
+            resp.encoding = 'gb2312'
     else:
         resp.encoding = 'utf-8'
 
@@ -146,7 +229,7 @@ def process_article(url, website):
         if not content_tag:
             content_tag = soup.find("div", id="ContentText")
     elif website.name == "www.gov.cn":
-        # 中国政府网的文章结构处理 - 修复两个标题问题
+        # 中国政府网的文章结构处理 - 修复标题重复问题
         title_tag = (
                 soup.find("h1", class_="title") or
                 soup.find("h1") or
@@ -160,6 +243,38 @@ def process_article(url, website):
                 soup.find("div", id="content") or
                 soup.find("div", class_="mainBody")
         )
+
+        # 针对中国政府网的特殊处理，清理内容中的重复标题
+        if content_tag and title_tag:
+            title_text = title_tag.get_text(strip=True)
+            if title_text:
+                # 移除内容中的重复标题元素
+                for heading in content_tag.find_all(["h1", "h2", "h3"]):
+                    heading_text = heading.get_text(strip=True)
+                    if title_text in heading_text or heading_text in title_text:
+                        heading.decompose()
+                
+                # 移除class包含title的元素
+                for title_element in content_tag.find_all(class_=lambda x: x and "title" in x):
+                    title_element_text = title_element.get_text(strip=True)
+                    if title_text in title_element_text or title_element_text in title_text:
+                        title_element.decompose()
+
+            # 移除编辑信息
+            for editor_element in content_tag.find_all("div", class_="editor"):
+                editor_element.decompose()
+
+            # 移除分享相关元素
+            for share_element in content_tag.find_all("div", class_="share"):
+                share_element.decompose()
+
+            # 移除script标签
+            for script_element in content_tag.find_all("script"):
+                script_element.decompose()
+
+            # 移除样式标签
+            for style_element in content_tag.find_all("style"):
+                style_element.decompose()
     elif "人民日报" in website.name or "人民网" in website.name:
         # 人民日报网站的文章结构处理 - 修复乱码和404问题
         title_tag = (
@@ -220,21 +335,50 @@ def process_article(url, website):
             # 移除相关专题列表
             for topic_element in content_tag.find_all("div", class_="clearfix text_like"):
                 topic_element.decompose()
-    elif "央视" in website.name or "CCTV" in website.name:
-        # 央视网站的文章结构处理 - 修复视频下载问题
+    elif "央视" in website.name or "CCTV" in website.name or "cctv" in website.name:
+        # 央视网站的文章结构处理 - 修复不保存正文和图片问题
         title_tag = (
                 soup.find("h1", class_="title") or
+                soup.find("h1", class_="title_text") or  # 央视网特有标题类
                 soup.find("h1") or
                 soup.find("title")
         )
         content_tag = (
+                soup.find("div", class_="content_area") or  # 央视网特有内容容器
                 soup.find("div", class_="content") or
                 soup.find("div", class_="article-content") or
                 soup.find("div", id="content") or
                 soup.find("div", class_="text") or
                 soup.find("div", class_="main-content") or
-                soup.find("div", class_="article")
+                soup.find("div", class_="article") or
+                soup.find("div", class_="article-body")
         )
+
+        # 针对央视网的特殊处理，清理内容中的无关元素
+        if content_tag:
+            # 移除编辑信息
+            for editor_element in content_tag.find_all("div", class_="editor"):
+                editor_element.decompose()
+
+            # 移除分享相关元素
+            for share_element in content_tag.find_all("div", class_="share"):
+                share_element.decompose()
+
+            # 移除相关推荐
+            for recommend_element in content_tag.find_all("div", class_="related"):
+                recommend_element.decompose()
+
+            # 移除评论区域
+            for comment_element in content_tag.find_all("div", class_="comment"):
+                comment_element.decompose()
+
+            # 移除script标签
+            for script_element in content_tag.find_all("script"):
+                script_element.decompose()
+
+            # 移除样式标签
+            for style_element in content_tag.find_all("style"):
+                style_element.decompose()
     elif "求是" in website.name:
         # 求是网站的文章结构处理 - 修复标题和正文清理问题
         title_tag = (
@@ -245,6 +389,16 @@ def process_article(url, website):
                 soup.find("p", class_="title") or
                 soup.find("title")
         )
+        
+        # 针对求是的特殊处理，如果标题为空或太短，尝试从title标签提取
+        if title_tag:
+            title_text = title_tag.get_text(strip=True)
+            if not title_text or len(title_text) < 5:
+                title_tag = soup.find("title")
+        
+        # 针对求是的特殊处理，确保标题被正确提取
+        if not title_tag or not title_tag.get_text(strip=True):
+            title_tag = soup.find("title")
 
         content_tag = (
                 soup.find("div", class_="content") or
@@ -260,13 +414,30 @@ def process_article(url, website):
             if title_tag:
                 title_text = title_tag.get_text(strip=True)
                 if title_text:
+                    # 移除所有可能的重复标题元素
                     for strong_tag in content_tag.find_all("strong"):
                         strong_text = strong_tag.get_text(strip=True)
-                        if title_text in strong_text or strong_text in title_text:
+                        if strong_text and (title_text in strong_text or strong_text in title_text):
                             parent_p = strong_tag.find_parent("p")
                             # 如果 strong 在正文前两段内，就删除
                             if parent_p in content_tag.find_all("p")[:2]:
                                 strong_tag.decompose()
+                    
+                    # 移除h1、h2、h3标题元素中的重复标题
+                    for heading in content_tag.find_all(["h1", "h2", "h3"]):
+                        heading_text = heading.get_text(strip=True)
+                        if heading_text and (title_text in heading_text or heading_text in title_text):
+                            # 确保不删除title_tag本身
+                            if heading != title_tag:
+                                heading.decompose()
+                    
+                    # 移除class包含title的元素
+                    for title_element in content_tag.find_all(class_=lambda x: x and "title" in x):
+                        title_element_text = title_element.get_text(strip=True)
+                        if title_element_text and (title_text in title_element_text or title_element_text in title_text):
+                            # 确保不删除title_tag本身
+                            if title_element != title_tag:
+                                title_element.decompose()
 
             # 移除分享相关元素
             for share_element in content_tag.find_all("div", class_="sharebox"):
@@ -304,20 +475,84 @@ def process_article(url, website):
             for highlight_element in content_tag.find_all("div", class_="highlight"):
                 highlight_element.unwrap()
     elif "解放军报" in website.name or "81.cn" in website.name:
-        # 解放军报的文章结构处理 - 修复类别爬取问题
+        # 解放军报的文章结构处理 - 修复有视频的文章不被爬取问题
         title_tag = (
                 soup.find("h1", class_="title") or
+                soup.find("h1", class_="article-title") or  # 解放军报特有标题类
                 soup.find("h1") or
+                soup.find("h2") or  # 解放军报使用h2标签作为标题
                 soup.find("title")
         )
+        
+        # 针对解放军报的特殊处理，如果标题为空或太短，尝试从title标签提取
+        if title_tag:
+            title_text = title_tag.get_text(strip=True)
+            if not title_text or len(title_text) < 5:
+                title_tag = soup.find("title")
         content_tag = (
-                soup.find("div", class_="content") or
-                soup.find("div", class_="article-content") or
-                soup.find("div", id="content") or
+                soup.find("div", id="article-content") or  # 解放军报实际文章内容容器
                 soup.find("div", class_="text") or
+                soup.find("div", class_="article-content") or
+                soup.find("div", class_="content") or
+                soup.find("div", id="content") or
                 soup.find("div", class_="main-content") or
-                soup.find("div", class_="article")
+                soup.find("div", class_="article") or
+                soup.find("div", class_="article-body") or
+                soup.find("div", class_="artichle-info")  # 作为备选
         )
+
+        # 针对解放军报的特殊处理，清理内容中的无关元素
+        if content_tag:
+            # 移除面包屑导航
+            for breadcrumb in content_tag.find_all("ol", class_="breadcrumb"):
+                breadcrumb.decompose()
+            
+            # 移除分享相关元素
+            for share_element in content_tag.find_all("div", class_="share-custom"):
+                share_element.decompose()
+            
+            # 移除作者信息段落
+            for author_p in content_tag.find_all("p"):
+                text = author_p.get_text(strip=True)
+                if "来源：" in text or "作者：" in text or "责任编辑：" in text or "发布：" in text:
+                    author_p.decompose()
+            
+            # 移除进度条
+            for progress in content_tag.find_all("div", class_="progress-bar"):
+                progress.decompose()
+            
+            # 移除播放器
+            for player in content_tag.find_all("div", class_="player"):
+                player.decompose()
+            
+            # 移除媒体URL容器
+            for media in content_tag.find_all("div", id="mediaurl"):
+                media.decompose()
+            
+            # 移除新闻列表（但保留其中的内容）
+            for news_list in content_tag.find_all("ul", id="main-news-list"):
+                # 不删除整个ul，而是unwrap它，保留其中的内容
+                news_list.unwrap()
+            
+            # 移除编辑信息
+            for editor_element in content_tag.find_all("div", class_="editor"):
+                editor_element.decompose()
+
+            # 移除分享相关元素
+            for share_element in content_tag.find_all("div", class_="share"):
+                share_element.decompose()
+
+            # 移除相关推荐
+            for recommend_element in content_tag.find_all("div", class_="related"):
+                recommend_element.decompose()
+
+            # 移除script标签
+            for script_element in content_tag.find_all("script"):
+                script_element.decompose()
+
+            # 移除样式标签
+            for style_element in content_tag.find_all("style"):
+                style_element.decompose()
     elif "光明日报" in website.name or "gmw.cn" in website.name:
         # 光明日报的文章结构处理 - 修复不保存文章内容问题
         title_tag = (
@@ -402,21 +637,57 @@ def process_article(url, website):
                 # 更新content_tag为包含所有分页内容
                 content_tag = BeautifulSoup(all_content_html, "html.parser")
     elif "工人日报" in website.name or "workercn" in website.name:
-        # 工人日报的文章结构处理 - 修复不保存文章内容问题
+        # 工人日报的文章结构处理 - 修复不保存正文和图片问题
         title_tag = (
                 soup.find("h1", class_="title") or
+                soup.find("h1", class_="article-title") or  # 工人日报特有标题类
                 soup.find("h1") or
                 soup.find("title")
         )
+        
+        # 针对工人日报的特殊处理，如果标题为空或太短，尝试从title标签提取
+        if title_tag:
+            title_text = title_tag.get_text(strip=True)
+            if not title_text or len(title_text) < 5:
+                title_tag = soup.find("title")
+        
+        # 进一步处理：如果h1标题包含太多无关信息，尝试从title标签提取更简洁的标题
+        if title_tag and title_tag.name == 'h1':
+            title_text = title_tag.get_text(strip=True)
+            if title_text and len(title_text) > 50:  # 如果h1标题太长
+                title_tag = soup.find("title")
         content_tag = (
-                soup.find("div", class_="content") or
+                soup.find("div", class_="ccontent") or  # 工人日报特有内容容器
                 soup.find("div", class_="article-content") or
+                soup.find("div", class_="content") or
                 soup.find("div", id="content") or
                 soup.find("div", class_="text") or
                 soup.find("div", class_="main-content") or
                 soup.find("div", class_="article") or
                 soup.find("div", class_="article-body")
         )
+
+        # 针对工人日报的特殊处理，清理内容中的无关元素
+        if content_tag:
+            # 移除编辑信息
+            for editor_element in content_tag.find_all("div", class_="editor"):
+                editor_element.decompose()
+
+            # 移除分享相关元素
+            for share_element in content_tag.find_all("div", class_="share"):
+                share_element.decompose()
+
+            # 移除相关推荐
+            for recommend_element in content_tag.find_all("div", class_="related"):
+                recommend_element.decompose()
+
+            # 移除script标签
+            for script_element in content_tag.find_all("script"):
+                script_element.decompose()
+
+            # 移除样式标签
+            for style_element in content_tag.find_all("style"):
+                style_element.decompose()
     elif "科技日报" in website.name or "stdaily" in website.name:
         # 科技日报的文章结构处理 - 修复无法爬取问题
         title_tag = (
@@ -602,16 +873,17 @@ def process_article(url, website):
                 soup.find("div", class_="article-body")
         )
     elif "法治日报" in website.name or "legaldaily" in website.name:
-        # 法治日报的文章结构处理 - 修复无法爬取问题
+        # 法治日报的文章结构处理 - 修复不保存正文和图片问题
         title_tag = (
                 soup.find("h1", class_="title") or
+                soup.find("h1", class_="article-title") or  # 法治日报特有标题类
                 soup.find("h1") or
                 soup.find("title")
         )
         content_tag = (
                 soup.find("div", class_="content-two") or  # 优先查找content-two类
+                soup.find("div", class_="article-content") or  # 法治日报特有内容容器
                 soup.find("div", class_="content") or
-                soup.find("div", class_="article-content") or
                 soup.find("div", id="content") or
                 soup.find("div", class_="text") or
                 soup.find("div", class_="main-content") or
@@ -619,30 +891,91 @@ def process_article(url, website):
                 soup.find("div", class_="article-body")
         )
 
-        # 如果找到content-two，需要进一步处理去除内部的标题元素（避免重复）
-        if content_tag and content_tag.get('class') and 'content-two' in content_tag.get('class', []):
-            # 查找并移除内容中的标题元素（避免重复）
-            inner_titles = content_tag.find_all(['h1', 'h2'])
-            title_text = title_tag.get_text(strip=True) if title_tag else "无标题"
-            for inner_title in inner_titles:
-                if inner_title.get_text().strip() == title_text:
-                    inner_title.decompose()
+        # 针对法治日报的特殊处理，清理内容中的无关元素
+        if content_tag:
+            # 如果找到content-two，需要进一步处理去除内部的标题元素（避免重复）
+            if content_tag.get('class') and 'content-two' in content_tag.get('class', []):
+                # 查找并移除内容中的标题元素（避免重复）
+                inner_titles = content_tag.find_all(['h1', 'h2'])
+                title_text = title_tag.get_text(strip=True) if title_tag else "无标题"
+                for inner_title in inner_titles:
+                    if inner_title.get_text().strip() == title_text:
+                        inner_title.decompose()
+
+            # 移除编辑信息
+            for editor_element in content_tag.find_all("div", class_="editor"):
+                editor_element.decompose()
+
+            # 移除分享相关元素
+            for share_element in content_tag.find_all("div", class_="share"):
+                share_element.decompose()
+
+            # 移除相关推荐
+            for recommend_element in content_tag.find_all("div", class_="related"):
+                recommend_element.decompose()
+
+            # 移除script标签
+            for script_element in content_tag.find_all("script"):
+                script_element.decompose()
+
+            # 移除样式标签
+            for style_element in content_tag.find_all("style"):
+                style_element.decompose()
     elif "农民日报" in website.name or "farmer" in website.name:
-        # 农民日报的文章结构处理 - 修复正文未被爬取问题
+        # 农民日报的文章结构处理 - 修复不保存正文和图片问题
         title_tag = (
                 soup.find("h1", class_="title") or
+                soup.find("h1", class_="article-title") or  # 农民日报特有标题类
                 soup.find("h1") or
                 soup.find("title")
         )
+        
+        # 针对农民日报的特殊处理，如果标题出现乱码，尝试从title标签提取
+        if title_tag and title_tag.name == 'h1':
+            title_text = title_tag.get_text(strip=True)
+            if title_text and any(char in title_text for char in ['', '', '']):
+                title_tag = soup.find("title")
         content_tag = (
-                soup.find("div", class_="content") or
+                soup.find("div", class_="detailCon") or  # 农民日报特有内容容器
                 soup.find("div", class_="article-content") or
+                soup.find("div", class_="content") or
                 soup.find("div", id="content") or
                 soup.find("div", class_="text") or
                 soup.find("div", class_="main-content") or
                 soup.find("div", class_="article") or
                 soup.find("div", class_="article-body")
         )
+        
+        # 针对农民日报的特殊处理，如果找到多个detailCon，选择内容最长的那个
+        if content_tag and content_tag.get('class') and 'detailCon' in content_tag.get('class', []):
+            detail_cons = soup.find_all("div", class_="detailCon")
+            if len(detail_cons) > 1:
+                # 选择内容最长的detailCon
+                longest_content = max(detail_cons, key=lambda x: len(x.get_text(strip=True)))
+                if len(longest_content.get_text(strip=True)) > len(content_tag.get_text(strip=True)):
+                    content_tag = longest_content
+
+        # 针对农民日报的特殊处理，清理内容中的无关元素
+        if content_tag:
+            # 移除编辑信息
+            for editor_element in content_tag.find_all("div", class_="editor"):
+                editor_element.decompose()
+
+            # 移除分享相关元素
+            for share_element in content_tag.find_all("div", class_="share"):
+                share_element.decompose()
+
+            # 移除相关推荐
+            for recommend_element in content_tag.find_all("div", class_="related"):
+                recommend_element.decompose()
+
+            # 移除script标签
+            for script_element in content_tag.find_all("script"):
+                script_element.decompose()
+
+            # 移除样式标签
+            for style_element in content_tag.find_all("style"):
+                style_element.decompose()
     elif "学习强国" in website.name or "xuexi" in website.name:
         # 学习强国的文章结构处理 - 修复无法爬取问题
         title_tag = (
@@ -660,18 +993,19 @@ def process_article(url, website):
                 soup.find("div", class_="article-body")
         )
     elif "旗帜网" in website.name or "qizhiwang" in website.name:
-        # 旗帜网的文章结构处理 - 修复不保存文章内容问题
+        # 旗帜网的文章结构处理 - 修复不保存正文和图片问题
         title_tag = (
                 soup.find("div", class_="w1200 flag-text-tit clearfix") and
                 soup.find("div", class_="w1200 flag-text-tit clearfix").find("h1") or
                 soup.find("h1", class_="title") or
+                soup.find("h1", class_="article-title") or  # 旗帜网特有标题类
                 soup.find("h1") or
                 soup.find("title")
         )
         content_tag = (
                 soup.find("div", class_="w1200 flag-text-con clearfix") or  # 旗帜网特有内容容器
+                soup.find("div", class_="article-content") or  # 旗帜网特有内容容器
                 soup.find("div", class_="content") or
-                soup.find("div", class_="article-content") or
                 soup.find("div", id="content") or
                 soup.find("div", class_="text") or
                 soup.find("div", class_="main-content") or
@@ -679,27 +1013,99 @@ def process_article(url, website):
                 soup.find("div", class_="article-body")
         )
 
+        # 针对旗帜网的特殊处理，清理内容中的无关元素
+        if content_tag:
+            # 移除编辑信息
+            for editor_element in content_tag.find_all("div", class_="editor"):
+                editor_element.decompose()
+
+            # 移除分享相关元素
+            for share_element in content_tag.find_all("div", class_="share"):
+                share_element.decompose()
+
+            # 移除相关推荐
+            for recommend_element in content_tag.find_all("div", class_="related"):
+                recommend_element.decompose()
+
+            # 移除script标签
+            for script_element in content_tag.find_all("script"):
+                script_element.decompose()
+
+            # 移除样式标签
+            for style_element in content_tag.find_all("style"):
+                style_element.decompose()
+
+        # 针对旗帜网的特殊处理，清理内容中的无关元素
+        if content_tag:
+            # 移除编辑信息
+            for editor_element in content_tag.find_all("div", class_="editor"):
+                editor_element.decompose()
+
+            # 移除分享相关元素
+            for share_element in content_tag.find_all("div", class_="share"):
+                share_element.decompose()
+
+            # 移除相关推荐
+            for recommend_element in content_tag.find_all("div", class_="related"):
+                recommend_element.decompose()
+
+            # 移除script标签
+            for script_element in content_tag.find_all("script"):
+                script_element.decompose()
+
+            # 移除样式标签
+            for style_element in content_tag.find_all("style"):
+                style_element.decompose()
+
     elif "中国网" in website.name or "china.com.cn" in website.name:
-        # 中国网的文章结构处理 - 修复不保存文章内容问题
+        # 中国网的文章结构处理 - 修复不保存正文和图片问题
         title_tag = (
                 soup.find("h1", class_="title") or
+                soup.find("h1", class_="article-title") or  # 中国网特有标题类
                 soup.find("h1") or
                 soup.find("title")
         )
         content_tag = (
-                soup.find("div", class_="content") or
+                soup.find("div", class_="main") or  # 中国网特有内容容器
                 soup.find("div", class_="article-content") or
+                soup.find("div", class_="content") or
                 soup.find("div", id="content") or
                 soup.find("div", class_="text") or
                 soup.find("div", class_="main-content") or
                 soup.find("div", class_="article") or
                 soup.find("div", class_="article-body")
         )
+
+        # 针对中国网的特殊处理，清理内容中的无关元素
+        if content_tag:
+            # 移除编辑信息
+            for editor_element in content_tag.find_all("div", class_="editor"):
+                editor_element.decompose()
+
+            # 移除分享相关元素
+            for share_element in content_tag.find_all("div", class_="share"):
+                share_element.decompose()
+
+            # 移除相关推荐
+            for recommend_element in content_tag.find_all("div", class_="related"):
+                recommend_element.decompose()
+
+            # 移除script标签
+            for script_element in content_tag.find_all("script"):
+                script_element.decompose()
+
+            # 移除样式标签
+            for style_element in content_tag.find_all("style"):
+                style_element.decompose()
     else:
         # 默认处理方式
         title_tag = soup.find("h1") or soup.find("title")
         content_tag = soup.find("div", class_="content") or soup.find("div", id="content")
 
+    # 最终标题处理 - 只有在没有网站特定处理时才使用默认处理
+    if not title_tag:
+        title_tag = soup.find("h1") or soup.find("title")
+    
     title = title_tag.get_text(strip=True) if title_tag else "无标题"
 
     # 对标题进行额外处理，去除可能的多余空白字符
@@ -776,7 +1182,7 @@ def process_article(url, website):
             src = urljoin(url, src)
 
         # 针对央视网等特殊处理
-        if "央视" in website.name or "CCTV" in website.name:
+        if "央视" in website.name or "CCTV" in website.name or "cctv" in website.name:
             # 央视网视频可能需要特殊处理
             if "cctv.com" in src or "cntv.cn" in src:
                 print(f"发现央视视频: {src}")
@@ -785,6 +1191,13 @@ def process_article(url, website):
         elif "新华网" in website.name:
             print(f"发现新华网视频: {src}")
 
+        # 针对解放军报的特殊处理
+        elif "解放军报" in website.name or "81.cn" in website.name:
+            print(f"发现解放军报视频: {src}")
+            # 解放军报视频可能需要特殊处理
+            if "81.cn" in src:
+                print(f"处理解放军报视频: {src}")
+
         local_path = download_media(src, save_dir)
         if local_path:
             rel_path = os.path.relpath(local_path, settings.MEDIA_ROOT)
@@ -920,11 +1333,13 @@ def full_site_crawler(start_url, website, max_pages=1000):
                     # 增加对peopleapp.com特定文章路径的判断
                     ("/dynamic/" in path and "article" in path)
             )
-        elif "央视" in website.name or "CCTV" in website.name:
-            # 央视网站的文章页面判断逻辑 - 修复视频下载问题
+        elif "央视" in website.name or "CCTV" in website.name or "cctv" in website.name:
+            # 央视网站的文章页面判断逻辑 - 修复不保存正文和图片问题
             parsed_url = urlparse(url)
             path = parsed_url.path
             is_article_page = (
+                    (soup.find("div", class_="content_area") is not None and
+                     soup.find("h1") is not None) or  # 央视网特有内容容器
                     (soup.find("div", class_="content") is not None and
                      soup.find("h1") is not None) or
                     soup.find("div", class_="article-content") is not None or
@@ -933,9 +1348,11 @@ def full_site_crawler(start_url, website, max_pages=1000):
                     soup.find("div", class_="text") is not None or
                     soup.find("div", class_="main-content") is not None or
                     soup.find("div", class_="article") is not None or
+                    soup.find("div", class_="article-body") is not None or
                     ("/news/" in path) or
                     ("/article/" in path) or
-                    (path.startswith("/detail/") and len(path) > 10)
+                    (path.startswith("/detail/") and len(path) > 10) or
+                    ("ARTI" in path)  # 央视网文章URL特征
             )
         elif "求是" in website.name:
             # 求是网站的文章页面判断逻辑 - 修复两个标题问题
@@ -950,22 +1367,31 @@ def full_site_crawler(start_url, website, max_pages=1000):
                     (path.startswith("/detail/") and len(path) > 10)
             )
         elif "解放军报" in website.name or "81.cn" in website.name:
-            # 解放军报的文章页面判断逻辑 - 修复类别爬取问题
+            # 解放军报的文章页面判断逻辑 - 修复有视频的文章不被爬取问题
             parsed_url = urlparse(url)
             path = parsed_url.path
             is_article_page = (
+                    (soup.find("div", class_="artichle-info") is not None and
+                     soup.find("title") is not None) or  # 解放军报特有内容容器
+                    (soup.find("div", class_="article-content") is not None and
+                     soup.find("h1") is not None) or
                     (soup.find("div", class_="content") is not None and
                      soup.find("h1") is not None) or
-                    soup.find("div", class_="article-content") is not None or
                     (soup.find("div", id="content") is not None and
                      soup.find("h1") is not None) or
                     soup.find("div", class_="text") is not None or
                     soup.find("div", class_="main-content") is not None or
                     soup.find("div", class_="article") is not None or
+                    soup.find("div", class_="article-body") is not None or
+                    ("/zt/" in path) or  # 解放军报专题栏目
                     ("/article/" in path) or
                     ("/content/" in path) or
                     (path.startswith("/detail/") and len(path) > 10)
             )
+            
+            # 排除列表页面
+            if "/index.html" in path or path.endswith("/"):
+                is_article_page = False
         elif "光明日报" in website.name or "gmw.cn" in website.name:
             # 光明日报的文章页面判断逻辑 - 修复不保存文章内容问题
             parsed_url = urlparse(url)
@@ -1022,19 +1448,23 @@ def full_site_crawler(start_url, website, max_pages=1000):
                     (path.startswith("/detail/") and len(path) > 10)
             )
         elif "工人日报" in website.name or "workercn" in website.name:
-            # 工人日报的文章页面判断逻辑 - 修复不保存文章内容问题
+            # 工人日报的文章页面判断逻辑 - 修复不保存正文和图片问题
             parsed_url = urlparse(url)
             path = parsed_url.path
             is_article_page = (
+                    (soup.find("div", class_="ccontent") is not None and
+                     soup.find("h1") is not None) or  # 工人日报特有内容容器
+                    (soup.find("div", class_="article-content") is not None and
+                     soup.find("h1") is not None) or
                     (soup.find("div", class_="content") is not None and
                      soup.find("h1") is not None) or
-                    soup.find("div", class_="article-content") is not None or
                     (soup.find("div", id="content") is not None and
                      soup.find("h1") is not None) or
                     soup.find("div", class_="text") is not None or
                     soup.find("div", class_="main-content") is not None or
                     soup.find("div", class_="article") is not None or
                     soup.find("div", class_="article-body") is not None or
+                    ("/c/" in path) or  # 工人日报文章URL特征
                     ("/article/" in path) or
                     ("/content/" in path) or
                     (path.startswith("/detail/") and len(path) > 10)
@@ -1168,13 +1598,16 @@ def full_site_crawler(start_url, website, max_pages=1000):
                     (path.startswith("/detail/") and len(path) > 10)
             )
         elif "法治日报" in website.name or "legaldaily" in website.name:
-            # 法治日报的文章页面判断逻辑 - 修复无法爬取问题
+            # 法治日报的文章页面判断逻辑 - 修复不保存正文和图片问题
             parsed_url = urlparse(url)
             path = parsed_url.path
             is_article_page = (
+                    (soup.find("div", class_="content-two") is not None and
+                     soup.find("h1") is not None) or  # 法治日报特有内容容器
+                    (soup.find("div", class_="article-content") is not None and
+                     soup.find("h1") is not None) or
                     (soup.find("div", class_="content") is not None and
                      soup.find("h1") is not None) or
-                    soup.find("div", class_="article-content") is not None or
                     (soup.find("div", id="content") is not None and
                      soup.find("h1") is not None) or
                     soup.find("div", class_="text") is not None or
@@ -1187,13 +1620,16 @@ def full_site_crawler(start_url, website, max_pages=1000):
                     (path.startswith("/detail/") and len(path) > 10)
             )
         elif "农民日报" in website.name or "farmer" in website.name:
-            # 农民日报的文章页面判断逻辑 - 修复正文未被爬取问题
+            # 农民日报的文章页面判断逻辑 - 修复不保存正文和图片问题
             parsed_url = urlparse(url)
             path = parsed_url.path
             is_article_page = (
+                    (soup.find("div", class_="detailCon") is not None and
+                     soup.find("h1") is not None) or  # 农民日报特有内容容器
+                    (soup.find("div", class_="article-content") is not None and
+                     soup.find("h1") is not None) or
                     (soup.find("div", class_="content") is not None and
                      soup.find("h1") is not None) or
-                    soup.find("div", class_="article-content") is not None or
                     (soup.find("div", id="content") is not None and
                      soup.find("h1") is not None) or
                     soup.find("div", class_="text") is not None or
@@ -1223,30 +1659,39 @@ def full_site_crawler(start_url, website, max_pages=1000):
                     (path.startswith("/detail/") and len(path) > 10)
             )
         elif "旗帜网" in website.name or "qizhiwang" in website.name:
-            # 旗帜网的文章页面判断逻辑 - 修复不保存文章内容问题
+            # 旗帜网的文章页面判断逻辑 - 修复不保存正文和图片问题
             parsed_url = urlparse(url)
             path = parsed_url.path
             is_article_page = (
+                    (soup.find("div", class_="w1200 flag-text-con clearfix") is not None and
+                     soup.find("h1") is not None) or  # 旗帜网特有内容容器
+                    (soup.find("div", class_="article-content") is not None and
+                     soup.find("h1") is not None) or
                     (soup.find("div", class_="content") is not None and
                      soup.find("h1") is not None) or
-                    soup.find("div", class_="article-content") is not None or
                     (soup.find("div", id="content") is not None and
                      soup.find("h1") is not None) or
                     soup.find("div", class_="main-content") is not None or
                     soup.find("div", class_="article") is not None or
                     soup.find("div", class_="article-body") is not None or
+                    ("/n1/" in path) or  # 旗帜网文章URL特征
                     ("/article/" in path) or
                     ("/content/" in path) or
-                    (path.startswith("/detail/") and len(path) > 10)
+                    (path.startswith("/detail/") and len(path) > 10) or
+                    # 简化判断：只要有h1标题就认为是文章页面
+                    soup.find("h1") is not None
             )
         elif "中国网" in website.name or "china.com.cn" in website.name:
-            # 中国网的文章页面判断逻辑 - 修复不保存文章内容问题
+            # 中国网的文章页面判断逻辑 - 修复不保存正文和图片问题
             parsed_url = urlparse(url)
             path = parsed_url.path
             is_article_page = (
+                    (soup.find("div", class_="main") is not None and
+                     soup.find("h1") is not None) or  # 中国网特有内容容器
+                    (soup.find("div", class_="article-content") is not None and
+                     soup.find("h1") is not None) or
                     (soup.find("div", class_="content") is not None and
                      soup.find("h1") is not None) or
-                    soup.find("div", class_="article-content") is not None or
                     (soup.find("div", id="content") is not None and
                      soup.find("h1") is not None) or
                     soup.find("div", class_="text") is not None or
@@ -1255,6 +1700,7 @@ def full_site_crawler(start_url, website, max_pages=1000):
                     soup.find("div", class_="article-body") is not None or
                     ("/article/" in path) or
                     ("/content/" in path) or
+                    ("/opinion/" in path) or  # 中国网观点栏目
                     (path.startswith("/detail/") and len(path) > 10)
             )
         else: