{"id":59814,"date":"2025-09-25T16:38:38","date_gmt":"2025-09-25T08:38:38","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=59814"},"modified":"2025-09-25T16:38:38","modified_gmt":"2025-09-25T08:38:38","slug":"fake-news-detector","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/fake-news-detector\/","title":{"rendered":"Fake News Detector\uff1a\u4e00\u4e2a\u57fa\u4e8eAI\u548c\u8bc1\u636e\u641c\u7d22\u7684\u865a\u5047\u65b0\u95fb\u81ea\u52a8\u68c0\u6d4b\u5de5\u5177"},"content":{"rendered":"<p>Fake News Detector\u662f\u4e00\u4e2a\u57fa\u4e8e\u4e8b\u5b9e\u6838\u67e5\u7684\u865a\u5047\u65b0\u95fb\u81ea\u52a8\u68c0\u6d4b\u7cfb\u7edf\u3002 \u8be5\u9879\u76ee\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u7279\u522b\u662f\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548c\u5148\u8fdb\u7684\u5d4c\u5165\u6a21\u578b\uff0c\u6765\u5206\u6790\u65b0\u95fb\u6587\u672c\u7684\u771f\u5b9e\u6027\u3002\u5b83\u7684\u6838\u5fc3\u5de5\u4f5c\u6d41\u7a0b\u662f\uff0c\u9996\u5148\u4ece\u7528\u6237\u8f93\u5165\u7684\u65b0\u95fb\u5185\u5bb9\u4e2d\u81ea\u52a8\u8bc6\u522b\u5e76\u63d0\u53d6\u51fa\u9700\u8981\u6838\u67e5\u7684\u6838\u5fc3\u89c2\u70b9\u6216\u58f0\u660e\u3002\u7136\u540e\uff0c\u7cfb\u7edf\u4f1a\u5229\u7528\u641c\u7d22\u5f15\u64ce\u53bb\u4e92\u8054\u7f51\u4e0a\u67e5\u627e\u76f8\u5173\u7684\u8bc1\u636e\u8d44\u6599\u3002\u901a\u8fc7\u5bf9\u6bd4\u5206\u6790\u65b0\u95fb\u58f0\u660e\u548c\u641c\u7d22\u5230\u7684\u8bc1\u636e\uff0c\u7cfb\u7edf\u6700\u7ec8\u4f1a\u5bf9\u65b0\u95fb\u7684\u771f\u5b9e\u6027\u7ed9\u51fa\u4e00\u4e2a\u5224\u65ad\uff0c\u4f8b\u5982\u201c\u6b63\u786e\u201d\u3001\u201c\u9519\u8bef\u201d\u6216\u201c\u90e8\u5206\u6b63\u786e\u201d\uff0c\u5e76\u5c55\u793a\u5176\u5224\u65ad\u4f9d\u636e\u548c\u63a8\u7406\u8fc7\u7a0b\u3002\u6574\u4e2a\u7cfb\u7edf\u901a\u8fc7\u4e00\u4e2a\u53ef\u89c6\u5316\u7684\u7f51\u9875\u754c\u9762\u8fdb\u884c\u64cd\u4f5c\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u76f4\u89c2\u5730\u770b\u5230\u6bcf\u4e00\u6b65\u7684\u6838\u67e5\u8fdb\u5c55\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-59815\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/09\/cf15c3ae4ecd693.png\" alt=\"\" width=\"2492\" height=\"1349\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/09\/cf15c3ae4ecd693.png 2492w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/09\/cf15c3ae4ecd693-1536x831.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/09\/cf15c3ae4ecd693-2048x1109.png 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/09\/cf15c3ae4ecd693-18x10.png 18w\" sizes=\"auto, (max-width: 2492px) 100vw, 2492px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u81ea\u52a8\u63d0\u53d6\u6838\u5fc3\u58f0\u660e<\/strong>: \u80fd\u81ea\u52a8\u4ece\u590d\u6742\u7684\u65b0\u95fb\u6587\u672c\u4e2d\u8bc6\u522b\u5e76\u62bd\u53d6\u51fa\u6700\u5173\u952e\u3001\u9700\u8981\u88ab\u6838\u67e5\u7684\u6838\u5fc3\u4e8b\u5b9e\u58f0\u660e\u3002<\/li>\n<li><strong>\u5b9e\u65f6\u7f51\u7edc\u641c\u7d22<\/strong>: \u7cfb\u7edf\u63a5\u5165\u4e86DuckDuckGo\u641c\u7d22\u5f15\u64ce\uff0c\u80fd\u591f\u6839\u636e\u63d0\u53d6\u51fa\u7684\u6838\u5fc3\u58f0\u660e\uff0c\u5b9e\u65f6\u5728\u4e92\u8054\u7f51\u4e0a\u641c\u7d22\u76f8\u5173\u7684\u6587\u7ae0\u3001\u62a5\u9053\u7b49\u4f5c\u4e3a\u4f50\u8bc1\u6750\u6599\u3002<\/li>\n<li><strong>\u8bed\u4e49\u5339\u914d\u5206\u6790<\/strong>: \u4f7f\u7528BGE-M3\u5d4c\u5165\u6a21\u578b\u6765\u8ba1\u7b97\u65b0\u95fb\u58f0\u660e\u4e0e\u7f51\u7edc\u8bc1\u636e\u4e4b\u95f4\u7684\u8bed\u4e49\u76f8\u5173\u6027\uff0c\u786e\u4fdd\u627e\u5230\u7684\u8bc1\u636e\u4e0e\u5f85\u6838\u67e5\u7684\u89c2\u70b9\u5185\u5bb9\u9ad8\u5ea6\u76f8\u5173\u3002<\/li>\n<li><strong>\u957f\u6587\u672c\u8bc1\u636e\u5904\u7406<\/strong>: \u5f53\u641c\u7d22\u5230\u7684\u8bc1\u636e\u6750\u6599\u7bc7\u5e45\u8fc7\u957f\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5c06\u5176\u5206\u5272\u6210\u5c0f\u6bb5\u843d\uff0c\u5e76\u4ece\u4e2d\u7b5b\u9009\u51fa\u4e0e\u6838\u5fc3\u58f0\u660e\u6700\u76f8\u5173\u7684\u8bc1\u636e\u7247\u6bb5\u3002<\/li>\n<li><strong>\u53ef\u9760\u7684\u4e8b\u5b9e\u6838\u67e5<\/strong>: \u57fa\u4e8e\u627e\u5230\u7684\u8bc1\u636e\uff0c\u7cfb\u7edf\u4f1a\u8fdb\u884c\u7efc\u5408\u5224\u65ad\uff0c\u5e76\u7ed9\u51fa\u201c\u6b63\u786e\u201d\u3001\u201c\u9519\u8bef\u201d\u6216\u201c\u90e8\u5206\u6b63\u786e\u201d\u7684\u6838\u67e5\u7ed3\u8bba\uff0c\u540c\u65f6\u89e3\u91ca\u5f97\u51fa\u7ed3\u8bba\u7684\u63a8\u7406\u8fc7\u7a0b\u3002<\/li>\n<li><strong>\u53ef\u89c6\u5316\u64cd\u4f5c\u754c\u9762<\/strong>: \u901a\u8fc7Streamlit\u6784\u5efa\u4e86\u4e00\u4e2a\u7528\u6237\u53cb\u597d\u7684Web\u754c\u9762\uff0c\u7528\u6237\u53ef\u4ee5\u5b9e\u65f6\u770b\u5230\u4ece\u58f0\u660e\u63d0\u53d6\u3001\u8bc1\u636e\u641c\u7d22\u5230\u6700\u7ec8\u5224\u65ad\u7684\u6bcf\u4e00\u4e2a\u6b65\u9aa4\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>\u8be5\u5de5\u5177\u662f\u4e00\u4e2a\u9700\u8981\u7528\u6237\u5728\u81ea\u5df1\u7535\u8111\u4e0a\u8fdb\u884c\u90e8\u7f72\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u5b83\u6ca1\u6709\u53ef\u4ee5\u76f4\u63a5\u8bbf\u95ee\u7684\u7f51\u7ad9\uff0c\u56e0\u6b64\u9700\u8981\u4e00\u4e9b\u57fa\u7840\u7684\u7f16\u7a0b\u77e5\u8bc6\u6765\u5b8c\u6210\u5b89\u88c5\u548c\u542f\u52a8\u3002<\/p>\n<h3><strong>\u524d\u671f\u51c6\u5907<\/strong><\/h3>\n<p>\u5728\u5f00\u59cb\u5b89\u88c5\u4e4b\u524d\uff0c\u4f60\u9700\u8981\u786e\u4fdd\u7535\u8111\u6ee1\u8db3\u4ee5\u4e0b\u6761\u4ef6\uff1a<\/p>\n<ol>\n<li><strong>\u5b89\u88c5Python<\/strong>: \u4f60\u7684\u7535\u8111\u9700\u8981\u5b89\u88c5Python 3.12\u7248\u672c\u3002\u4f60\u53ef\u4ee5\u5728Python\u5b98\u7f51\u627e\u5230\u5e76\u4e0b\u8f7d\u5b89\u88c5\u5305\u3002<\/li>\n<li><strong>\u5927\u8bed\u8a00\u6a21\u578b (LLM)<\/strong>: \u4f60\u9700\u8981\u4e00\u4e2a\u53ef\u4ee5\u672c\u5730\u90e8\u7f72\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u4f8b\u5982<code>Qwen2.5<\/code>\uff0c\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u517c\u5bb9OpenAI API\u63a5\u53e3\u7684\u6a21\u578b\u3002\u8fd9\u662f\u9a71\u52a8\u6574\u4e2a\u7cfb\u7edf\u8fdb\u884c\u5206\u6790\u548c\u5224\u65ad\u7684\u6838\u5fc3\u3002<\/li>\n<li><strong>\u5d4c\u5165\u6a21\u578b<\/strong>: \u4f60\u9700\u8981\u51c6\u5907<code>BGE-M3<\/code>\u5d4c\u5165\u6a21\u578b\uff0c\u53ef\u4ee5\u662f\u4ece\u7f51\u4e0a\u4e0b\u8f7d\u540e\u90e8\u7f72\u5728\u672c\u5730\uff0c\u4e5f\u53ef\u4ee5\u662f\u901a\u8fc7API\u8fdc\u7a0b\u8c03\u7528\u3002\u8fd9\u4e2a\u6a21\u578b\u4e3b\u8981\u7528\u6765\u5206\u6790\u6587\u672c\u4e4b\u95f4\u7684\u76f8\u4f3c\u5ea6\u3002<\/li>\n<\/ol>\n<h3><strong>\u5b89\u88c5\u6b65\u9aa4<\/strong><\/h3>\n<ol>\n<li><strong>\u514b\u9686\u4ee3\u7801\u4ed3\u5e93<\/strong><br \/>\n\u9996\u5148\uff0c\u4f60\u9700\u8981\u4f7f\u7528Git\u5de5\u5177\u5c06\u9879\u76ee\u7684\u6e90\u4ee3\u7801\u4eceGitHub\u4e0a\u4e0b\u8f7d\u5230\u4f60\u7684\u7535\u8111\u3002\u6253\u5f00\u4f60\u7535\u8111\u7684\u7ec8\u7aef\uff08\u5728Windows\u4e0a\u662f\u547d\u4ee4\u63d0\u793a\u7b26\u6216PowerShell\uff0c\u5728macOS\u6216Linux\u4e0a\u662fTerminal\uff09\uff0c\u7136\u540e\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/CaptainYifei\/fake-news-detector.git\r\n<\/code><\/pre>\n<p>\u6267\u884c\u547d\u4ee4\u540e\uff0c\u4ee3\u7801\u4f1a\u88ab\u4e0b\u8f7d\u5230\u4e00\u4e2a\u540d\u4e3a<code>fake-news-detector<\/code>\u7684\u6587\u4ef6\u5939\u91cc\u3002\u63a5\u4e0b\u6765\uff0c\u8fdb\u5165\u8fd9\u4e2a\u6587\u4ef6\u5939\uff1a<\/p>\n<pre><code>cd fake-news-detector\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56\u5e93<\/strong><br \/>\n\u9879\u76ee\u8fd0\u884c\u9700\u8981\u4f9d\u8d56\u8bb8\u591a\u7b2c\u4e09\u65b9\u7684Python\u5e93\uff0c\u8fd9\u4e9b\u5e93\u90fd\u88ab\u8bb0\u5f55\u5728<code>requirements.txt<\/code>\u6587\u4ef6\u4e2d\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip<\/code>\u5de5\u5177\u4e00\u952e\u5b89\u88c5\u6240\u6709\u9700\u8981\u7684\u5e93\u3002\u5728\u7ec8\u7aef\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u4f1a\u9700\u8981\u4e00\u4e9b\u65f6\u95f4\uff0c\u56e0\u4e3a\u5b83\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5\u6240\u6709\u5fc5\u8981\u7684\u8f6f\u4ef6\u5e93\u3002<\/li>\n<li><strong>\u914d\u7f6e\u6a21\u578b\u8def\u5f84<\/strong><br \/>\n\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u4f60\u9700\u8981\u544a\u8bc9\u7a0b\u5e8f\u4f60\u7684<code>BGE-M3<\/code>\u5d4c\u5165\u6a21\u578b\u5b58\u653e\u5728\u54ea\u91cc\u3002<\/p>\n<ul>\n<li>\u627e\u5230\u9879\u76ee\u6587\u4ef6\u5939\u4e2d\u7684<code>fact_checker.py<\/code>\u6587\u4ef6\uff0c\u5e76\u7528\u4ee3\u7801\u7f16\u8f91\u5668\u6253\u5f00\u5b83\u3002<\/li>\n<li>\u5728\u6587\u4ef6\u4e2d\u627e\u5230\u4e0b\u9762\u8fd9\u884c\u4ee3\u7801\uff1a<br \/>\n<code>self.embedding_model = BGEM3FlagModel('\/path\/to\/your\/bge-m3\/')<\/code><\/li>\n<li>\u5c06\u4ee3\u7801\u4e2d\u7684\u8def\u5f84<code>'\/path\/to\/your\/bge-m3\/'<\/code>\u4fee\u6539\u4e3a\u4f60\u81ea\u5df1\u5b58\u653e<code>BGE-M3<\/code>\u6a21\u578b\u7684\u5b9e\u9645\u6587\u4ef6\u5939\u8def\u5f84\u3002\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662f\u8fdc\u7a0bAPI\uff0c\u5219\u9700\u8981\u6839\u636e\u4f60\u4f7f\u7528\u7684\u6a21\u578b\u670d\u52a1\u5546\u7684\u8981\u6c42\u4fee\u6539\u6b64\u90e8\u5206\u4ee3\u7801\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3><strong>\u542f\u52a8\u5e94\u7528<\/strong><\/h3>\n<p>\u6240\u6709\u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u4f60\u5c31\u53ef\u4ee5\u542f\u52a8\u8fd9\u4e2a\u865a\u5047\u65b0\u95fb\u68c0\u6d4b\u5de5\u5177\u4e86\u3002\u5728\u9879\u76ee\u7684\u6839\u76ee\u5f55\uff08<code>fake-news-detector<\/code>\u6587\u4ef6\u5939\uff09\u4e0b\u6253\u5f00\u7ec8\u7aef\uff0c\u7136\u540e\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>streamlit run app.py\r\n<\/code><\/pre>\n<p>\u547d\u4ee4\u6267\u884c\u540e\uff0c\u7a0b\u5e8f\u4f1a\u81ea\u52a8\u5728\u4f60\u7684\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00\u4e00\u4e2a\u65b0\u7684\u9875\u9762\uff0c\u5730\u5740\u901a\u5e38\u662f<code>http:\/\/localhost:8501<\/code>\u3002 \u8fd9\u5c31\u662f\u5de5\u5177\u7684\u64cd\u4f5c\u754c\u9762\u3002<\/p>\n<h3><strong>\u5982\u4f55\u64cd\u4f5c<\/strong><\/h3>\n<p>\u5e94\u7528\u542f\u52a8\u540e\uff0c\u4f60\u4f1a\u770b\u5230\u4e00\u4e2a\u7b80\u6d01\u7684\u7f51\u9875\u754c\u9762\u3002<\/p>\n<ol>\n<li>\u5728\u754c\u9762\u4e0a\u627e\u5230\u4e00\u4e2a\u6587\u672c\u8f93\u5165\u6846\u3002<\/li>\n<li>\u5c06\u4f60\u60f3\u8981\u6838\u67e5\u771f\u5b9e\u6027\u7684\u65b0\u95fb\u6587\u672c\u5b8c\u6574\u5730\u590d\u5236\u5e76\u7c98\u8d34\u5230\u8fd9\u4e2a\u8f93\u5165\u6846\u4e2d\u3002<\/li>\n<li>\u70b9\u51fb\u201c\u5f00\u59cb\u6838\u67e5\u201d\u6216\u7c7b\u4f3c\u7684\u6309\u94ae\u3002<\/li>\n<li>\u7cfb\u7edf\u4f1a\u7acb\u5373\u5f00\u59cb\u5de5\u4f5c\uff0c\u4f60\u53ef\u4ee5\u5728\u754c\u9762\u4e0a\u770b\u5230\u5b9e\u65f6\u66f4\u65b0\u7684\u6838\u67e5\u6d41\u7a0b\uff0c\u5305\u62ec\uff1a\n<ul>\n<li>\u6b63\u5728\u63d0\u53d6\u65b0\u95fb\u7684\u6838\u5fc3\u58f0\u660e&#8230;<\/li>\n<li>\u6b63\u5728\u641c\u7d22\u76f8\u5173\u8bc1\u636e&#8230;<\/li>\n<li>\u6b63\u5728\u5206\u6790\u8bc1\u636e\u4e0e\u58f0\u660e\u7684\u76f8\u5173\u6027&#8230;<\/li>\n<li>\u6b63\u5728\u751f\u6210\u4e8b\u5b9e\u6838\u67e5\u7ed3\u8bba&#8230;<\/li>\n<\/ul>\n<\/li>\n<li>\u6700\u540e\uff0c\u7cfb\u7edf\u4f1a\u663e\u793a\u6700\u7ec8\u7684\u6838\u67e5\u7ed3\u8bba\uff08\u6b63\u786e\u3001\u9519\u8bef\u6216\u90e8\u5206\u6b63\u786e\uff09\uff0c\u5e76\u9644\u4e0a\u76f8\u5173\u7684\u8bc1\u636e\u94fe\u63a5\u548c\u5206\u6790\u8fc7\u7a0b\uff0c\u8ba9\u4f60\u4e86\u89e3\u5b83\u662f\u5982\u4f55\u5f97\u51fa\u8fd9\u4e2a\u7ed3\u8bba\u7684\u3002<\/li>\n<\/ol>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u4e2a\u4eba\u7528\u6237\u5feb\u901f\u7504\u522b\u4fe1\u606f<\/strong><br 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