diff --git a/spiders/MediaSpiders/MediaSpiders/spiders/TwitterUserSpider.py b/spiders/MediaSpiders/MediaSpiders/spiders/TwitterUserSpider.py
index 2449034..ccaf245 100644
--- a/spiders/MediaSpiders/MediaSpiders/spiders/TwitterUserSpider.py
+++ b/spiders/MediaSpiders/MediaSpiders/spiders/TwitterUserSpider.py
@@ -19,6 +19,8 @@ from MediaSpiders.utils.login_utils import login
 from MediaSpiders.utils.time_utils import get_time_stamp, get_current_timestamp
 from selenium.webdriver.common.action_chains import ActionChains
 
+from MediaSpiders.utils.traslate_utils import translate_single, translate_content_with_paragraphs, needs_translation
+
 
 def form_cookie_dict(cookie_string):
     cookie_string_list = cookie_string.split(';')
@@ -188,14 +190,25 @@ class TwitterSpider(scrapy.Spider):
                             item['es_isrepost'] = 1
                             item['es_urltitle'] = author_full_text
                             item['es_catalog1'] = author_full_text
+                            # 判断是否需要翻译
+                            if needs_translation(author_full_text):
+                                item['es_content'] = translate_single(author_full_text)  # TODO 翻译
+                            else:
+                                item['es_content'] = url_content
                             legacy = result['quoted_status_result']['result']['legacy']
                             self.logger.info('采集引用推文原文信息')
                         elif 'retweeted_status_result' in legacy:
                             item['es_isrepost'] = 1
                             legacy = legacy['retweeted_status_result']['result']['legacy']
                             self.logger.info('采集转发推文原文信息')
-                        item['es_content'] = legacy['full_text']
                         item['es_urlcontent'] = legacy['full_text']
+                        # 获取文本
+                        url_content = legacy['full_text']
+                        # 判断是否需要翻译
+                        if needs_translation(url_content):
+                            item['es_content'] = translate_content_with_paragraphs(url_content)  # TODO 翻译
+                        else:
+                            item['es_content'] = url_content
                         # 下载图片
                         image_url_list = []
                         if 'entities' in legacy and 'media' in legacy['entities']:
diff --git a/spiders/MediaSpiders/MediaSpiders/utils/traslate_utils.py b/spiders/MediaSpiders/MediaSpiders/utils/traslate_utils.py
new file mode 100644
index 0000000..39ea668
--- /dev/null
+++ b/spiders/MediaSpiders/MediaSpiders/utils/traslate_utils.py
@@ -0,0 +1,94 @@
+from MediaSpiders.settings import MAX_TEXT_LENGTH, TRANSLATE_API_URL, REQUEST_DELAY
+import requests
+import time
+from typing import List, Tuple, Optional
+from langdetect import detect, LangDetectException
+
+def normalize_newlines(text: str) -> str:
+    """将 \r\n 和 \r 统一转换为 \n"""
+    if not text:
+        return text
+    return text.replace('\r\n', '\n').replace('\r', '\n')
+
+
+def translate_single(text: str, source_lang: str = "auto", target_lang: str = "zh") -> Optional[str]:
+    """翻译单段文本，失败返回 None"""
+    if not text or not text.strip():
+        return ""
+
+    payload = {
+        "text": text[:MAX_TEXT_LENGTH],
+        "source_lang": source_lang,
+        "target_lang": target_lang
+    }
+
+    try:
+        response = requests.post(TRANSLATE_API_URL, json=payload, timeout=10)
+        response.raise_for_status()
+        result = response.json()
+        return result.get("translated_text")
+    except Exception as e:
+        print(f"⚠️ 翻译失败: {e}")
+        return None
+
+
+def translate_content_with_paragraphs(content: str) -> str:
+    """
+    按段落翻译内容，支持容错：
+    - 某段失败 → 跳过该段（保留空行或原文）
+    - 返回拼接后的完整内容
+    """
+    if not content:
+        return ""
+
+    # 标准化换行符
+    content = normalize_newlines(content)
+    paragraphs = content.split('\n')
+    translated_paragraphs = []
+
+    for para in paragraphs:
+        if not para.strip():
+            # 保留空行
+            translated_paragraphs.append("")
+            continue
+
+        trans = translate_single(para)
+        if trans is None:
+            # 段落翻译失败：跳过该段（可选：保留原文或留空）
+            print(f"  ⚠️ 段落翻译失败，跳过: {para[:30]}...")
+            translated_paragraphs.append("")  # 或 append(para) 保留原文
+        else:
+            translated_paragraphs.append(trans)
+
+        time.sleep(REQUEST_DELAY)
+
+    return '\n'.join(translated_paragraphs)
+
+
+# ================== 数据库操作 ==================
+
+def update_record(cursor, es_sid: int, new_title: str, new_content: str):
+    update_query = """
+        UPDATE indeximos 
+        SET es_title = % s, es_content = % s 
+        WHERE es_sid = % s
+    """
+    cursor.execute(update_query, (new_title, new_content, es_sid))
+
+
+def needs_translation(text: str) -> bool:
+    """
+    判断文本是否需要翻译：
+    - 如果检测到语言是 'zh'（中文），则不需要翻译，返回 False
+    - 否则需要翻译，返回 True
+    - 若无法检测（如空文本、纯符号等）
+    """
+    if not text or not text.strip():
+        return False  # 空文本无需翻译
+
+    try:
+        lang = detect(text.strip())
+        return lang != 'zh-cn'
+    except LangDetectException:
+        # 无法检测语言（如全是数字、标点等），保守起见视为需要翻译
+        return True
\ No newline at end of file