{"id":77549,"date":"2026-02-24T22:18:10","date_gmt":"2026-02-24T14:18:10","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/77549.html"},"modified":"2026-02-24T22:18:10","modified_gmt":"2026-02-24T14:18:10","slug":"%e4%b8%80%e5%91%a8%e9%9d%a2%e4%ba%867%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%ae%97%e6%b3%95%e5%b2%97%ef%bc%8c%e6%97%a0%e4%b8%80%e4%be%8b%e5%a4%96%e5%85%a8%e8%bf%87%e4%ba%86%ef%bc%8c%e9%9d%9e%e5%b8%b8%e8%af%a6","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/77549.html","title":{"rendered":"\u4e00\u5468\u9762\u4e867\u5927\u6a21\u578b\u7b97\u6cd5\u5c97\uff0c\u65e0\u4e00\u4f8b\u5916\u5168\u8fc7\u4e86\uff0c\u975e\u5e38\u8be6\u7ec6\u6536\u85cf\u6211\u8fd9\u4e00\u7bc7\u5c31\u591f\u4e86"},"content":{"rendered":"<p>\u672c\u6587\u5206\u4eab\u4e86\u4f5c\u8005\u4e00\u5468\u5185\u9762\u8bd57\u4e2a\u5927\u6a21\u578b\u7b97\u6cd5\u5de5\u7a0b\u5e08\u5c97\u4f4d\u5168\u90e8\u901a\u8fc7\u7684\u7ecf\u9a8c&#xff0c;\u6db5\u76d6\u9762\u8bd5\u4e2d\u7684\u7b97\u6cd5\u9898\u3001DPO\u8bad\u7ec3\u6d41\u7a0b\u3001BERT\u9884\u8bad\u7ec3\u4efb\u52a1\u3001\u4f4d\u7f6e\u7f16\u7801\u3001RoPE\u3001MOE\u7b49\u5173\u952e\u6280\u672f\u70b9\u3002\u540c\u65f6&#xff0c;\u6587\u7ae0\u5f3a\u8c03\u4e86\u5b66\u4e60AI\u5927\u6a21\u578b\u7684\u91cd\u8981\u6027&#xff0c;\u5e76\u63d0\u4f9b\u4e86\u4e00\u5957\u7cfb\u7edf\u7684\u5927\u6a21\u578b\u5b66\u4e60\u8d44\u6e90&#xff0c;\u5305\u62ec\u4e66\u7c4d\u3001\u62a5\u544a\u3001\u89c6\u9891\u6559\u7a0b\u7b49&#xff0c;\u5e2e\u52a9\u5c0f\u767d\u5165\u95e8\u5e76\u63d0\u5347\u804c\u573a\u7ade\u4e89\u529b\u3002\u5b66\u4e60\u8def\u7ebf\u5206\u4e3a\u7cfb\u7edf\u8bbe\u8ba1\u3001\u63d0\u793a\u8bcd\u5de5\u7a0b\u3001\u5e73\u53f0\u5e94\u7528\u5f00\u53d1\u3001\u77e5\u8bc6\u5e93\u5e94\u7528\u5f00\u53d1\u3001\u5fae\u8c03\u5f00\u53d1\u3001\u591a\u6a21\u6001\u5927\u6a21\u578b\u642d\u5efa\u548c\u884c\u4e1a\u5e94\u7528\u7b49\u9636\u6bb5&#xff0c;\u65e8\u5728\u5e2e\u52a9\u8bfb\u8005\u5168\u9762\u638c\u63e1\u5927\u6a21\u578b\u6280\u672f\u3002<\/p>\n<hr 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9.\u63a8\u7406\u52a0\u901f\u600e\u4e48\u505a? \u624b\u6495:1.\u6570\u7ec4\u4e2d\u7684\u591a\u6570\u5143\u7d20<\/p>\n<h4>\u4e8c\u9762<\/h4>\n<p>1.\u591a\u6a21\u6001\u662f\u5982\u4f55\u8bad\u7ec3\u7684? 2.\u5982\u4f55\u5c06prompt\u548c\u5fae\u8c03\u7ed3\u5408? 3.\u600e\u4e48\u4ece\u7279\u522b\u591a\u7684prompt\u9a8c\u8bc1\u4f60\u7684prompt\u6700\u597d? 4.\u4f60\u8ba4\u4e3a\u597d\u7684prompt\u7684\u8303\u5f0f\u662f\u4ec0\u4e48?\u8fd8\u95ee\u4e86\u4e00\u4e9b\u9879\u76ee\u5728RLH\u65b9\u9762\u7684\u4f18\u5316\u65b9\u5411&#xff0c;<\/p>\n<h4>\u4e09\u9762<\/h4>\n<p>1.\u5982\u4f55\u9488\u5bf9\u53cd\u9988\u51fa\u73b0\u7684\u95ee\u9898\u505a\u6539\u8fdb<\/p>\n<p>2.\u4e3a\u4ec0\u4e48\u4e0d\u7528 SOTA \u95ed\u6e90\u6a21\u578b<\/p>\n<p>3.\u6a21\u578b\u9009\u578b\u7406\u7531<\/p>\n<p>4.\u6a21\u578b\u8f93\u5165\u8f93\u51fa\u662f\u4ec0\u4e48<\/p>\n<p>5.\u5982\u4f55\u505a\u8bc4\u4f30\u6700\u8fd1\u8bfb\u7684\u5927\u6a21\u578b\u8bba\u6587<\/p>\n<p>6.\u4f7f\u7528\u8fc7 cursor 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decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224141804-699db31ca1b9a.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>01.\u5927\u6a21\u578b\u98ce\u53e3\u5df2\u81f3&#xff1a;\u6708\u85aa30K&#043;\u7684AI\u5c97\u6b63\u5728\u6279\u91cf\u8bde\u751f<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224141806-699db31e5e2ea.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" 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alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224141807-699db31f1ee25.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224141807-699db31f7fa4d.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224141807-699db31fe12d6.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224141808-699db3203c6ab.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224141808-699db320a0b61.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u7b2c\u4e00\u9636\u6bb5&#xff08;10\u5929&#xff09;&#xff1a;\u521d\u9636\u5e94\u7528<\/h4>\n<p>\u8be5\u9636\u6bb5\u8ba9\u5927\u5bb6\u5bf9\u5927\u6a21\u578b AI\u6709\u4e00\u4e2a\u6700\u524d\u6cbf\u7684\u8ba4\u8bc6&#xff0c;\u5bf9\u5927\u6a21\u578b AI \u7684\u7406\u89e3\u8d85\u8fc7 95% \u7684\u4eba&#xff0c;\u53ef\u4ee5\u5728\u76f8\u5173\u8ba8\u8bba\u65f6\u53d1\u8868\u9ad8\u7ea7\u3001\u4e0d\u8ddf\u98ce\u3001\u53c8\u63a5\u5730\u6c14\u7684\u89c1\u89e3&#xff0c;\u522b\u4eba\u53ea\u4f1a\u548c AI \u804a\u5929&#xff0c;\u800c\u4f60\u80fd\u8c03\u6559 AI&#xff0c;\u5e76\u80fd\u7528\u4ee3\u7801\u5c06\u5927\u6a21\u578b\u548c\u4e1a\u52a1\u8854\u63a5\u3002<\/p>\n<ul>\n<li>\u5927\u6a21\u578b AI \u80fd\u5e72\u4ec0\u4e48&#xff1f;<\/li>\n<li>\u5927\u6a21\u578b\u662f\u600e\u6837\u83b7\u5f97\u300c\u667a\u80fd\u300d\u7684&#xff1f;<\/li>\n<li>\u7528\u597d AI \u7684\u6838\u5fc3\u5fc3\u6cd5<\/li>\n<li>\u5927\u6a21\u578b\u5e94\u7528\u4e1a\u52a1\u67b6\u6784<\/li>\n<li>\u5927\u6a21\u578b\u5e94\u7528\u6280\u672f\u67b6\u6784<\/li>\n<li>\u4ee3\u7801\u793a\u4f8b&#xff1a;\u5411 GPT-3.5 \u704c\u5165\u65b0\u77e5\u8bc6<\/li>\n<li>\u63d0\u793a\u5de5\u7a0b\u7684\u610f\u4e49\u548c\u6838\u5fc3\u601d\u60f3<\/li>\n<li>Prompt \u5178\u578b\u6784\u6210<\/li>\n<li>\u6307\u4ee4\u8c03\u4f18\u65b9\u6cd5\u8bba<\/li>\n<li>\u601d\u7ef4\u94fe\u548c\u601d\u7ef4\u6811<\/li>\n<li>Prompt \u653b\u51fb\u548c\u9632\u8303<\/li>\n<li>\u2026<\/li>\n<\/ul>\n<h4>\u7b2c\u4e8c\u9636\u6bb5&#xff08;30\u5929&#xff09;&#xff1a;\u9ad8\u9636\u5e94\u7528<\/h4>\n<p>\u8be5\u9636\u6bb5\u6211\u4eec\u6b63\u5f0f\u8fdb\u5165\u5927\u6a21\u578b AI \u8fdb\u9636\u5b9e\u6218\u5b66\u4e60&#xff0c;\u5b66\u4f1a\u6784\u9020\u79c1\u6709\u77e5\u8bc6\u5e93&#xff0c;\u6269\u5c55 AI \u7684\u80fd\u529b\u3002\u5feb\u901f\u5f00\u53d1\u4e00\u4e2a\u5b8c\u6574\u7684\u57fa\u4e8e agent \u5bf9\u8bdd\u673a\u5668\u4eba\u3002\u638c\u63e1\u529f\u80fd\u6700\u5f3a\u7684\u5927\u6a21\u578b\u5f00\u53d1\u6846\u67b6&#xff0c;\u6293\u4f4f\u6700\u65b0\u7684\u6280\u672f\u8fdb\u5c55&#xff0c;\u9002\u5408 Python \u548c JavaScript \u7a0b\u5e8f\u5458\u3002<\/p>\n<ul>\n<li>\u4e3a\u4ec0\u4e48\u8981\u505a RAG<\/li>\n<li>\u642d\u5efa\u4e00\u4e2a\u7b80\u5355\u7684 ChatPDF<\/li>\n<li>\u68c0\u7d22\u7684\u57fa\u7840\u6982\u5ff5<\/li>\n<li>\u4ec0\u4e48\u662f\u5411\u91cf\u8868\u793a&#xff08;Embeddings&#xff09;<\/li>\n<li>\u5411\u91cf\u6570\u636e\u5e93\u4e0e\u5411\u91cf\u68c0\u7d22<\/li>\n<li>\u57fa\u4e8e\u5411\u91cf\u68c0\u7d22\u7684 RAG<\/li>\n<li>\u642d\u5efa RAG \u7cfb\u7edf\u7684\u6269\u5c55\u77e5\u8bc6<\/li>\n<li>\u6df7\u5408\u68c0\u7d22\u4e0e RAG-Fusion \u7b80\u4ecb<\/li>\n<li>\u5411\u91cf\u6a21\u578b\u672c\u5730\u90e8\u7f72<\/li>\n<li>\u2026<\/li>\n<\/ul>\n<h4>\u7b2c\u4e09\u9636\u6bb5&#xff08;30\u5929&#xff09;&#xff1a;\u6a21\u578b\u8bad\u7ec3<\/h4>\n<p>\u606d\u559c\u4f60&#xff0c;\u5982\u679c\u5b66\u5230\u8fd9\u91cc&#xff0c;\u4f60\u57fa\u672c\u53ef\u4ee5\u627e\u5230\u4e00\u4efd\u5927\u6a21\u578b AI\u76f8\u5173\u7684\u5de5\u4f5c&#xff0c;\u81ea\u5df1\u4e5f\u80fd\u8bad\u7ec3 GPT \u4e86&#xff01;\u901a\u8fc7\u5fae\u8c03&#xff0c;\u8bad\u7ec3\u81ea\u5df1\u7684\u5782\u76f4\u5927\u6a21\u578b&#xff0c;\u80fd\u72ec\u7acb\u8bad\u7ec3\u5f00\u6e90\u591a\u6a21\u6001\u5927\u6a21\u578b&#xff0c;\u638c\u63e1\u66f4\u591a\u6280\u672f\u65b9\u6848\u3002<\/p>\n<p>\u5230\u6b64\u4e3a\u6b62&#xff0c;\u5927\u69822\u4e2a\u6708\u7684\u65f6\u95f4\u3002\u4f60\u5df2\u7ecf\u6210\u4e3a\u4e86\u4e00\u540d\u201cAI\u5c0f\u5b50\u201d\u3002\u90a3\u4e48\u4f60\u8fd8\u60f3\u5f80\u4e0b\u63a2\u7d22\u5417&#xff1f;<\/p>\n<ul>\n<li>\u4e3a\u4ec0\u4e48\u8981\u505a RAG<\/li>\n<li>\u4ec0\u4e48\u662f\u6a21\u578b<\/li>\n<li>\u4ec0\u4e48\u662f\u6a21\u578b\u8bad\u7ec3<\/li>\n<li>\u6c42\u89e3\u5668 &amp; \u635f\u5931\u51fd\u6570\u7b80\u4ecb<\/li>\n<li>\u5c0f\u5b9e\u9a8c2&#xff1a;\u624b\u5199\u4e00\u4e2a\u7b80\u5355\u7684\u795e\u7ecf\u7f51\u7edc\u5e76\u8bad\u7ec3\u5b83<\/li>\n<li>\u4ec0\u4e48\u662f\u8bad\u7ec3\/\u9884\u8bad\u7ec3\/\u5fae\u8c03\/\u8f7b\u91cf\u5316\u5fae\u8c03<\/li>\n<li>Transformer\u7ed3\u6784\u7b80\u4ecb<\/li>\n<li>\u8f7b\u91cf\u5316\u5fae\u8c03<\/li>\n<li>\u5b9e\u9a8c\u6570\u636e\u96c6\u7684\u6784\u5efa<\/li>\n<li>\u2026<\/li>\n<\/ul>\n<h4>\u7b2c\u56db\u9636\u6bb5&#xff08;20\u5929&#xff09;&#xff1a;\u5546\u4e1a\u95ed\u73af<\/h4>\n<p>\u5bf9\u5168\u7403\u5927\u6a21\u578b\u4ece\u6027\u80fd\u3001\u541e\u5410\u91cf\u3001\u6210\u672c\u7b49\u65b9\u9762\u6709\u4e00\u5b9a\u7684\u8ba4\u77e5&#xff0c;\u53ef\u4ee5\u5728\u4e91\u7aef\u548c\u672c\u5730\u7b49\u591a\u79cd\u73af\u5883\u4e0b\u90e8\u7f72\u5927\u6a21\u578b&#xff0c;\u627e\u5230\u9002\u5408\u81ea\u5df1\u7684\u9879\u76ee\/\u521b\u4e1a\u65b9\u5411&#xff0c;\u505a\u4e00\u540d\u88ab AI \u6b66\u88c5\u7684\u4ea7\u54c1\u7ecf\u7406\u3002<\/p>\n<ul>\n<li>\u786c\u4ef6\u9009\u578b<\/li>\n<li>\u5e26\u4f60\u4e86\u89e3\u5168\u7403\u5927\u6a21\u578b<\/li>\n<li>\u4f7f\u7528\u56fd\u4ea7\u5927\u6a21\u578b\u670d\u52a1<\/li>\n<li>\u642d\u5efa OpenAI \u4ee3\u7406<\/li>\n<li>\u70ed\u8eab&#xff1a;\u57fa\u4e8e\u963f\u91cc\u4e91 PAI \u90e8\u7f72 Stable Diffusion<\/li>\n<li>\u5728\u672c\u5730\u8ba1\u7b97\u673a\u8fd0\u884c\u5927\u6a21\u578b<\/li>\n<li>\u5927\u6a21\u578b\u7684\u79c1\u6709\u5316\u90e8\u7f72<\/li>\n<li>\u57fa\u4e8e vLLM \u90e8\u7f72\u5927\u6a21\u578b<\/li>\n<li>\u6848\u4f8b&#xff1a;\u5982\u4f55\u4f18\u96c5\u5730\u5728\u963f\u91cc\u4e91\u79c1\u6709\u90e8\u7f72\u5f00\u6e90\u5927\u6a21\u578b<\/li>\n<li>\u90e8\u7f72\u4e00\u5957\u5f00\u6e90 LLM \u9879\u76ee<\/li>\n<li>\u5185\u5bb9\u5b89\u5168<\/li>\n<li>\u4e92\u8054\u7f51\u4fe1\u606f\u670d\u52a1\u7b97\u6cd5\u5907\u6848<\/li>\n<li>\u2026<\/li>\n<\/ul>\n<p>\u5b66\u4e60\u662f\u4e00\u4e2a\u8fc7\u7a0b&#xff0c;\u53ea\u8981\u5b66\u4e60\u5c31\u4f1a\u6709\u6311\u6218\u3002\u5929\u9053\u916c\u52e4&#xff0c;\u4f60\u8d8a\u52aa\u529b&#xff0c;\u5c31\u4f1a\u6210\u4e3a\u8d8a\u4f18\u79c0\u7684\u81ea\u5df1\u3002<\/p>\n<p>\u5982\u679c\u4f60\u80fd\u572815\u5929\u5185\u5b8c\u6210\u6240\u6709\u7684\u4efb\u52a1&#xff0c;\u90a3\u4f60\u582a\u79f0\u5929\u624d\u3002\u7136\u800c&#xff0c;\u5982\u679c\u4f60\u80fd\u5b8c\u6210 60-70% \u7684\u5185\u5bb9&#xff0c;\u4f60\u5c31\u5df2\u7ecf\u5f00\u59cb\u5177\u5907\u6210\u4e3a\u4e00\u540d\u5927\u6a21\u578b AI \u7684\u6b63\u786e\u7279\u5f81\u4e86\u3002<\/p>\n<h6>\u8fd9\u4efd\u5b8c\u6574\u7248\u7684\u5927\u6a21\u578b AI \u5b66\u4e60\u8d44\u6599\u5df2\u7ecf\u4e0a\u4f20CSDN&#xff0c;\u670b\u53cb\u4eec\u5982\u679c\u9700\u8981\u53ef\u4ee5\u5fae\u4fe1\u626b\u63cf\u4e0b\u65b9CSDN\u5b98\u65b9\u8ba4\u8bc1\u4e8c\u7ef4\u7801\u514d\u8d39\u9886\u53d6\u3010\u4fdd\u8bc1100%\u514d\u8d39\u3011<\/h6>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260224141804-699db31ca1b9a.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u5206\u4eab\u4e86\u4f5c\u8005\u4e00\u5468\u5185\u9762\u8bd57\u4e2a\u5927\u6a21\u578b\u7b97\u6cd5\u5de5\u7a0b\u5e08\u5c97\u4f4d\u5168\u90e8\u901a\u8fc7\u7684\u7ecf\u9a8c&#xff0c;\u6db5\u76d6\u9762\u8bd5\u4e2d\u7684\u7b97\u6cd5\u9898\u3001DPO\u8bad\u7ec3\u6d41\u7a0b\u3001BERT\u9884\u8bad\u7ec3\u4efb\u52a1\u3001\u4f4d\u7f6e\u7f16\u7801\u3001RoPE\u3001MOE\u7b49\u5173\u952e\u6280\u672f\u70b9\u3002\u540c\u65f6&#xff0c;\u6587\u7ae0\u5f3a\u8c03\u4e86\u5b66\u4e60AI\u5927\u6a21\u578b\u7684\u91cd\u8981\u6027&#xff0c;\u5e76\u63d0\u4f9b\u4e86\u4e00\u5957\u7cfb\u7edf\u7684\u5927\u6a21\u578b\u5b66\u4e60\u8d44\u6e90&#xff0c;\u5305\u62ec\u4e66\u7c4d\u3001\u62a5\u544a\u3001\u89c6\u9891\u6559\u7a0b\u7b49&#xff0c;\u5e2e\u52a9\u5c0f\u767d\u5165\u95e8\u5e76\u63d0\u5347\u804c\u573a\u7ade\u4e89\u529b\u3002\u5b66\u4e60\u8def\u7ebf\u5206\u4e3a\u7cfb\u7edf\u8bbe\u8ba1\u3001\u63d0\u793a\u8bcd\u5de5\u7a0b\u3001\u5e73\u53f0\u5e94\u7528\u5f00\u53d1\u3001\u77e5\u8bc6\u5e93\u5e94\u7528\u5f00\u53d1\u3001\u5fae\u8c03\u5f00\u53d1\u3001\u591a\u6a21\u6001\u5927\u6a21\u578b\u642d\u5efa\u548c\u884c\u4e1a\u5e94\u7528\u7b49\u9636\u6bb5&amp;#xff0<\/p>\n","protected":false},"author":2,"featured_media":77539,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[544,50,132,545,614,546,371],"topic":[],"class_list":["post-77549","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-ai","tag-50","tag-132","tag-545","tag-614","tag-546","tag-371"],"yoast_head":"<!-- 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