{"id":11863,"date":"2025-04-18T19:02:56","date_gmt":"2025-04-18T11:02:56","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/11863.html"},"modified":"2025-04-18T19:02:56","modified_gmt":"2025-04-18T11:02:56","slug":"deepseek%e4%bc%81%e4%b8%9a%e7%ba%a7%e9%83%a8%e7%bd%b2%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97%ef%bc%9a%e4%bb%8e%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%80%89%e5%9e%8b%e5%88%b0dify%e7%a7%81%e6%9c%89%e5%8c%96","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/11863.html","title":{"rendered":"DeepSeek\u4f01\u4e1a\u7ea7\u90e8\u7f72\u5b9e\u6218\u6307\u5357\uff1a\u4ece\u670d\u52a1\u5668\u9009\u578b\u5230Dify\u79c1\u6709\u5316\u843d\u5730"},"content":{"rendered":"<p>\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u6216\u5c1d\u9c9c\u8005\u800c\u8a00&#xff0c;\u672c\u5730\u60f3\u8981\u90e8\u7f72 DeepSeek \u6709\u5f88\u591a\u79cd\u65b9\u6848&#xff0c;\u4f46\u662f\u4e00\u65e6\u6d89\u53ca\u5230\u4f01\u4e1a\u7ea7\u90e8\u7f72&#xff0c;\u5219\u6b65\u9aa4\u5c06\u4f1a\u7e41\u7410\u5f88\u591a\u3002<\/p>\n<p>\u6bd4\u5982\u6211\u4eec\u7684\u7b2c\u4e00\u6b65\u5c31\u9700\u8981\u5148\u6839\u636e\u5b9e\u9645\u4e1a\u52a1\u573a\u666f\u8bc4\u4f30\u51fa\u6211\u4eec\u5230\u5e95\u9700\u8981\u90e8\u7f72\u4ec0\u4e48\u89c4\u683c\u7684\u6a21\u578b&#xff0c;\u4ee5\u53ca\u6211\u4eec\u6240\u8981\u90e8\u7f72\u7684\u6a21\u578b&#xff0c;\u5230\u5e95\u9700\u8981\u591a\u5c11\u670d\u52a1\u5668\u8d44\u6e90\u6765\u8fdb\u884c\u627f\u63a5&#xff0c;\u4e5f\u5c31\u662f\u8d44\u6e90\u9884\u4f30\u5148\u884c\u3002<\/p>\n<p>\u9884\u4f30\u5b8c\u6211\u4eec\u7684\u670d\u52a1\u5668\u8d44\u6e90\u4ee5\u540e&#xff0c;\u8fd8\u9700\u8981\u8bc4\u4f30\u6211\u4eec\u7684\u4e1a\u52a1\u573a\u666f\u662f\u5426\u9700\u8981\u4e8c\u6b21\u5f00\u53d1\u6a21\u578b\u3002<\/p>\n<p>\u5982\u679c\u53ea\u662f\u7b80\u5355\u7684\u5fae\u8c03\u6a21\u578b\u5c31\u53ef\u4ee5\u7b26\u5408\u6211\u4eec\u7684\u4e1a\u52a1\u9700\u6c42&#xff0c;\u90a3\u4e48\u4f7f\u7528Ollama\u3001LM Studio\u3001GTP4All \u6216\u8bb8\u5c31\u53ef\u4ee5\u6ee1\u8db3\u6211\u4eec\u7684\u8bc9\u6c42\u3002<\/p>\n<p>\u4f46\u662f\u5982\u679c\u9700\u8981\u5bf9\u6a21\u578b\u8fdb\u884c\u5b9a\u5236\u5316\u5f00\u53d1&#xff0c;\u5219\u9700\u8981\u8003\u8651\u8fdb\u884c\u6a21\u578b\u7684\u539f\u751f\u90e8\u7f72\u3002<\/p>\n<p>\u6240\u4ee5\u672c\u7bc7\u6587\u7ae0\u4e3b\u8981\u89e3\u51b3\u56db\u4e2a\u95ee\u9898&#xff1a;<\/p>\n<li>\u5982\u4f55\u5408\u7406\u8bc4\u4f30\u6211\u4eec\u7684\u670d\u52a1\u5668\u8d44\u6e90<\/li>\n<li>Ollama \u90e8\u7f72\u6307\u5b9a\u7248\u672c\u7684 DeepSeek<\/li>\n<li>\u539f\u751f\u90e8\u7f72 DeepSeek<\/li>\n<li>\u642d\u5efa Dify \u6784\u5efa\u4f01\u4e1a\u5185\u7684\u79c1\u6709\u77e5\u8bc6\u5e93\u3001\u5de5\u4f5c\u6d41<\/li>\n<h2 id=\"\u8bc4\u4f30\u670d\u52a1\u5668\u8d44\u6e90\">\u8bc4\u4f30\u670d\u52a1\u5668\u8d44\u6e90<\/h2>\n<p>\u8bc4\u4f30\u670d\u52a1\u8d44\u6e90\u524d\u6211\u4eec\u9700\u8981\u5148\u8003\u8651\u5c06\u8981\u90e8\u7f72\u7684\u6a21\u578b\u53c2\u6570\u91cf\u3001\u6a21\u578b\u7684\u5e8f\u5217\u957f\u5ea6\u3001\u6279\u6b21\u5927\u5c0f\u548c\u91cf\u5316\u7c7b\u578b\u3002<\/p>\n<h3 id=\"\u6a21\u578b\u53c2\u6570\u91cf\">\u6a21\u578b\u53c2\u6570\u91cf<\/h3>\n<p>\u6a21\u578b\u53c2\u6570\u91cf&#xff1a;\u5c31\u662f\u8be5\u6a21\u578b\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u6743\u91cd\u548c\u8f93\u51fa\u9608\u503c\u7684\u603b\u548c&#xff0c;\u6a21\u578b\u53c2\u6570\u91cf\u7684\u5927\u5c0f&#xff0c;\u76f4\u63a5\u5f71\u54cd\u5230\u6a21\u578b\u667a\u80fd\u5316\u7a0b\u5ea6\u7684\u9ad8\u4f4e&#xff0c;\u5173\u4e8e\u8fd9\u70b9\u5982\u679c\u4e0d\u8db3\u591f\u6e05\u695a\u7684\u53ef\u4ee5\u53c2\u8003\u4e4b\u524d\u6211\u5199\u8fc7\u7684\u4e00\u7bc7\u6587\u7ae0&#xff1a;\u4eba\u4eba\u90fd\u80fd\u641e\u5b9a\u7684\u5927\u6a21\u578b\u539f\u7406 &#8211; \u795e\u7ecf\u7f51\u7edc<\/p>\n<p>\u6a21\u578b\u53c2\u6570\u91cf\u8d8a\u9ad8\u8017\u8d39\u7684\u670d\u52a1\u5668\u8d44\u6e90\u8d8a\u591a&#xff0c;\u53cd\u4e4b\u4ea6\u7136\u3002<\/p>\n<h3 id=\"\u6a21\u578b\u5e8f\u5217\u957f\u5ea6\">\u6a21\u578b\u5e8f\u5217\u957f\u5ea6<\/h3>\n<p>\u90a3\u4e48\u5728\u6211\u4eec\u53ef\u4ee5\u786e\u8ba4\u4e86\u6a21\u578b\u7684\u53c2\u6570\u89c4\u6a21\u540e&#xff0c;\u5c31\u9700\u8981\u6839\u636e\u4e1a\u52a1\u573a\u666f\u8bc4\u4f30\u8be5\u6a21\u578b\u7684\u5e8f\u5217\u957f\u5ea6\u3002<\/p>\n<p>\u5e8f\u5217\u957f\u5ea6\u662f\u8be5\u6a21\u578b\u4e00\u6b21\u80fd\u5904\u7406\u7684\u6700\u5927 Token \u6570&#xff0c;\u9488\u5bf9 QA \u95ee\u7b54\u7684\u6a21\u578b&#xff0c;\u4f60\u53ef\u4ee5\u7406\u89e3\u4e3a\u4f60\u6bcf\u6b21\u95ee\u6a21\u578b\u95ee\u9898\u65f6\u53ef\u4ee5\u8f93\u5165\u7684\u6700\u5927Token\u9650\u5236&#xff0c;\u5982\u679c\u7528\u6237\u7684\u95ee\u9898\u8d85\u51fa\u4e86\u8fd9\u4e2a\u957f\u5ea6&#xff0c;\u5219\u7528\u6237\u7684\u95ee\u9898\u53ef\u80fd\u4f1a\u88ab\u622a\u65ad\u6216\u8005\u88ab\u5206\u4e3a\u591a\u4e2a\u90e8\u5206\u8fdb\u884c\u5206\u522b\u5904\u7406\u3002<\/p>\n<h3 id=\"\u6a21\u578b\u91cf\u5316\u7c7b\u578b\">\u6a21\u578b\u91cf\u5316\u7c7b\u578b<\/h3>\n<p>\u800c\u6a21\u578b\u7684\u91cf\u5316\u7c7b\u578b&#xff0c;\u5219\u662f\u8be5\u6a21\u578b\u7684\u53c2\u6570\u7cbe\u5ea6&#xff0c;\u6211\u4eec\u5728\u4e4b\u524d\u7684\u6a21\u578b\u539f\u7406\u4e2d\u63d0\u5230\u8fc7&#xff0c;\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5b9e\u9645\u5b58\u50a8\u7684\u5c31\u662f\u4e00\u5806\u53c2\u6570\u503c&#xff0c;\u800c\u8fd9\u4e9b\u53c2\u6570\u503c\u672c\u8eab\u5c31\u662f\u6d6e\u70b9\u6570&#xff0c;\u6240\u4ee5\u91cf\u5316\u7c7b\u578b\u7684\u503c\u8d8a\u5927\u5219\u6a21\u578b\u7684\u7cbe\u5ea6\u8d8a\u51c6\u786e&#xff0c;\u667a\u80fd\u5316\u7a0b\u5ea6\u8d8a\u9ad8\u3002<\/p>\n<h3 id=\"\u670d\u52a1\u5668\u8d44\u6e90\u8ba1\u7b97\">\u670d\u52a1\u5668\u8d44\u6e90\u8ba1\u7b97<\/h3>\n<p>\u4e86\u89e3\u4e86\u4e0a\u8ff0\u7684\u57fa\u672c\u6982\u5ff5\u540e&#xff0c;\u4f60\u53ef\u80fd\u4f1a\u89c9\u5f97\u6211\u4f9d\u7136\u65e0\u6cd5\u8bc4\u4f30\u6a21\u578b\u5230\u5e95\u5e94\u8be5\u5360\u7528\u591a\u5c11\u670d\u52a1\u5668\u8d44\u6e90\u5440&#xff1f;\u600e\u4e48\u529e&#xff1f;<\/p>\n<p>\u5450&#xff0c;\u4e0d\u8981\u6025\u3002<\/p>\n<p>\u5173\u4e8e\u5177\u4f53\u7684\u53c2\u6570\u6620\u5c04\u5230\u5e95\u5e94\u8be5\u914d\u7f6e\u4ec0\u4e48\u6837\u7684\u670d\u52a1\u5668\u8d44\u6e90&#xff0c;\u6709\u7f51\u53cb\u5df2\u7ecf\u505a\u4e86\u4e00\u4e2a\u914d\u7f6e\u8ba1\u7b97\u5668\u5de5\u5177\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110235-6802314bdb03e.png\" alt=\"\" \/><\/p>\n<p>\u4f60\u53ea\u9700\u8981\u6839\u636e\u4e0a\u9762\u7684\u6982\u5ff5\u9009\u62e9\u81ea\u5df1\u7684\u6a21\u578b\u89c4\u6a21&#xff0c;\u4fbf\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u6240\u9700\u8981\u7684\u670d\u52a1\u5668\u8d44\u6e90\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110236-6802314cb72f3.png\" alt=\"\" \/><\/p>\n<p>\u3010\u8d26\u53f7\u540e\u53f0\u53d1\u9001\u5173\u952e\u5b57&#xff1a;\u8d44\u6e90\u8bc4\u4f30\u3011\u5c31\u53ef\u4ee5\u83b7\u53d6\u8be5\u5de5\u5177\u5566&#xff01;<\/p>\n<h2 id=\"ollama-\u90e8\u7f72-deepseek\">Ollama \u90e8\u7f72 DeepSeek<\/h2>\n<hr \/>\n<p>Ollama \u662f\u672c\u5730\u8fd0\u884c\u5927\u6a21\u578b\u7684\u4e00\u6b3e\u5de5\u5177&#xff0c;\u652f\u6301\u5728 Mac\u3001Linux\u3001Windows \u4e0a\u4e0b\u8f7d\u5e76\u8fd0\u884c\u5bf9\u5e94\u7684\u6a21\u578b\u3002<\/p>\n<h3 id=\"ollama-\u5b89\u88c5\">Ollama \u5b89\u88c5<\/h3>\n<p> # MacOS\u3001Windows \u7528\u6237\u76f4\u63a5\u8bbf\u95eeOllama\u5b98\u7f51https:\/\/ollama.com\/download \u4e0b\u8f7d\u5bf9\u5e94\u7684\u5b89\u88c5\u5305\u76f4\u63a5\u5b89\u88c5\u5373\u53ef<\/p>\n<p># Linux\u5b89\u88c5<br \/>\ncurl -fsSL https:\/\/ollama.com\/install.sh | sudo bash<br \/>\nsudo usermod -aG ollama $USER  # \u6dfb\u52a0\u7528\u6237\u6743\u9650<br \/>\nsudo systemctl start ollama    # \u542f\u52a8\u670d\u52a1 <\/p>\n<p>Ollama\u5b89\u88c5\u5b8c\u6210\u540e&#xff0c;\u5728\u5bf9\u5e94\u7684\u547d\u4ee4\u884c\u8f93\u5165&#xff1a;<\/p>\n<p> ollama -v <\/p>\n<p>\u6b64\u65f6\u8f93\u51faOllama version is 0.5.7&#xff0c;\u5219\u8868\u793a\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<h3 id=\"deepseek\u6a21\u578b\u5b89\u88c5\">DeepSeek\u6a21\u578b\u5b89\u88c5<\/h3>\n<p>Ollama \u5b89\u88c5\u6210\u529f\u540e\u5219\u8bbf\u95ee Ollama \u7684\u5b98\u7f51\u67e5\u627e\u6211\u4eec\u8981\u5b89\u88c5\u7684\u6a21\u578b<\/p>\n<p>1\u3001\u8bbf\u95ee Ollama \u5b98\u7f51<\/p>\n<p>2\u3001\u9009\u62e9\u9002\u5408\u5f53\u524d\u673a\u5668\u914d\u7f6e\u7684\u6a21\u578b\u53c2\u6570&#xff0c;\u7136\u540e\u62f7\u8d1d\u5bf9\u5e94\u7684\u6267\u884c\u547d\u4ee4\u5373\u53ef<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110237-6802314d99676.png\" alt=\"\" \/><\/p>\n<li>\u547d\u4ee4\u884c\u7ec8\u7aef\u76f4\u63a5\u6267\u884c\u5bf9\u5e94\u7684\u547d\u4ee4<\/li>\n<p> ollama run deepseek-r1:7b<br \/>\n# \u6267\u884c\u540e<br \/>\npulling manifest<br \/>\npulling 96c415656d37&#8230; 100% \u2595\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u258f 4.7 GB<br \/>\npulling 369ca498f347&#8230; 100% \u2595\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u258f 387 B<br \/>\npulling 6e4c38e1172f&#8230; 100% \u2595\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u258f 1.1 KB<br \/>\npulling f4d24e9138dd&#8230; 100% \u2595\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u258f 148 B<br \/>\npulling 40fb844194b2&#8230; 100% \u2595\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u258f 487 B<br \/>\nverifying sha256 digest<br \/>\nwriting manifest<br \/>\nsuccess<br \/>\n&gt; &gt; &gt; Send a message (\/? for help)<br \/>\n&gt; &gt; &gt; &#096;<br \/>\n#\u5f53\u770b\u5230\u4e0a\u8ff0\u63d0\u793a&#xff0c;\u5373\u53ef\u5f00\u59cb\u6a21\u578b\u5bf9\u8bdd&#xff0c;\u6b64\u65f6\u6211\u53d1\u9001\u4e00\u4e2a\u95ee\u9898&#xff1a;\u4f60\u662f\u8c01<br \/>\n&gt;&gt;&gt; \u4f60\u662f\u8c01<br \/>\n&lt;think&gt;<br \/>\n&lt;\/think&gt;<br \/>\n\u60a8\u597d&#xff01;\u6211\u662f\u7531\u4e2d\u56fd\u7684\u6df1\u5ea6\u6c42\u7d22(DeepSeek)\u516c\u53f8\u5f00\u53d1\u7684\u667a\u80fd\u52a9\u624bDeepSeek-R1\u3002\u5982\u60a8\u6709\u4efb\u4f55\u4efb\u4f55\u95ee\u9898&#xff0c;\u6211\u4f1a\u5c3d\u6211\u6240\u80fd\u4e3a\u60a8\u63d0\u4f9b\u5e2e\u52a9\u3002<br \/>\n&gt;&gt;&gt; <\/p>\n<p>\u606d\u559c&#xff01;\u51fa\u73b0\u4e0a\u8ff0\u7684\u5bf9\u8bdd\u5185\u5bb9&#xff0c;\u8868\u793a\u5f53\u524d DeepSeek \u5df2\u7ecf\u5728\u4f60\u672c\u5730\u53ef\u4ee5\u6b63\u5e38\u8fd0\u884c\u4e86\u3002<\/p>\n<h3 id=\"nomic-embed-text\u6a21\u578b\u5b89\u88c5\">nomic-embed-text\u6a21\u578b\u5b89\u88c5<\/h3>\n<p>\u6b64\u65f6\u6211\u4eec\u9700\u8981\u53e6\u5916\u518d\u90e8\u7f72\u4e00\u4e2a\u65b0\u7684\u6a21\u578b&#xff0c;nomic-embed-text&#xff0c;\u8fd9\u662f\u4e00\u4e2a\u6587\u672c\u5411\u91cf\u5316\u7684\u6a21\u578b&#xff0c;\u4e3b\u8981\u662f\u540e\u7eed\u57fa\u4e8e Dify \u505a\u5411\u91cf\u5316\u68c0\u7d22\u65f6\u4f7f\u7528\u3002<\/p>\n<p> ollama pull nomic-embed-text<br \/>\n#\u6267\u884c\u540e<br \/>\npulling manifest<br \/>\npulling 970aa74c0a90&#8230; 100% \u2595\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588 274 MB<br \/>\npulling c71d239df917&#8230; 100%  \u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588 11 KB<br \/>\npulling ce4a164fc046&#8230; 100%  \u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588 17 B<br \/>\npulling 31df23ea7daa&#8230; 100%  \u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588 420 B<br \/>\nverifying sha256 digest<br \/>\nwriting manifest<br \/>\n#\u770b\u5230\u8be5\u63d0\u793a\u8868\u793a\u5b89\u88c5\u6210\u529f<br \/>\nsuccess <\/p>\n<h3 id=\"\u90e8\u7f72\u56fe\u5f62\u5316\u5ba2\u6237\u7aef\">\u90e8\u7f72\u56fe\u5f62\u5316\u5ba2\u6237\u7aef<\/h3>\n<p>\u6709\u4e9b\u540c\u5b66\u5728\u90e8\u7f72\u5b8c DeepSeek \u540e\u5c31\u60f3\u76f4\u63a5\u627e\u4e2a UI \u5de5\u5177\u548c DeepSeek \u804a\u5929\u4e86&#xff0c;\u800c\u4e0d\u662f\u4e00\u76f4\u5728\u5bf9\u5e94\u7684\u547d\u4ee4\u884c\u5de5\u5177\u4e2d\u804a\u5929\u3002<\/p>\n<p>\u6b64\u65f6\u6211\u4eec\u76f4\u63a5\u90e8\u7f72\u4e00\u5957 UI \u5de5\u5177&#xff0c;\u8fde\u63a5\u6211\u4eec\u7684 DeepSeek \u6a21\u578b\u5373\u53ef\u3002<\/p>\n<p>\u53ef\u4ee5\u8fde\u63a5 DeepSeep \u6a21\u578b\u7684 UI \u5de5\u5177\u6709\u5f88\u591a&#xff1a;<\/p>\n<li>ChatBox \u5ba2\u6237\u7aef(\u56fe\u5f62\u5316\u754c\u9762)\u652f\u6301 Web \u7f51\u9875&#xff0c;\u4e5f\u652f\u6301\u672c\u5730\u5ba2\u6237\u7aef\u3002<\/li>\n<li>AnythingLLM \u5ba2\u6237\u7aef(\u56fe\u5f62\u5316\u754c\u9762)<\/li>\n<li>Open WebUI \u5ba2\u6237\u7aef(\u56fe\u5f62\u5316\u754c\u9762) \u652f\u6301 Web \u7f51\u9875&#xff0c;\u7c7b\u4f3c ChatGPT\u3002<\/li>\n<li>Cherry Studio \u5ba2\u6237\u7aef(\u56fe\u5f62\u5316\u754c\u9762)<\/li>\n<li>Page Assist \u5ba2\u6237\u7aef(\u6d4f\u89c8\u5668\u6269\u5c55)\u652f\u6301\u300c\u8054\u7f51\u641c\u7d22\u300d<\/li>\n<p>\u6b64\u65f6\u6211\u4eec\u4ee5 ChatBox \u4e3a\u4f8b&#xff0c;\u76f4\u63a5\u8bbf\u95ee\u5bf9\u5e94\u7684\u5b98\u7f51\u4e0b\u8f7d\u5bf9\u5e94\u7684\u5ba2\u6237\u7aef\u5373\u53ef<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110238-6802314e61397.png\" alt=\"\" \/><\/p>\n<p>\u4e0b\u8f7d\u5b8c\u6210\u540e\u6211\u4eec\u5728 ChatBox \u7684\u8bbe\u7f6e\u4e2d\u586b\u5199 Ollama API \u7684\u5730\u5740\u548c\u5bf9\u5e94\u7684\u6a21\u578b\u540d\u79f0&#xff0c;\u7136\u540e\u4fdd\u5b58\u5373\u53ef\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110239-6802314f373a2.png\" alt=\"\" \/><\/p>\n<p>\u7136\u540e\u6211\u4eec\u76f4\u63a5\u6253\u5f00\u4e00\u4e2a\u65b0\u7684\u5bf9\u8bdd\u6846&#xff0c;\u9009\u62e9\u8981\u8fd0\u884c\u7684\u6a21\u578b\u5373\u53ef\u5f00\u59cb\u5bf9\u8bdd\u3002<\/p>\n<h2 id=\"\u539f\u751f\u90e8\u7f72-deepseek\">\u539f\u751f\u90e8\u7f72 DeepSeek<\/h2>\n<p>\u539f\u751f\u90e8\u7f72 DeepSeek \u5219\u9700\u8981\u53c2\u8003\u5b98\u65b9\u6240\u63d0\u4f9b\u7684\u90e8\u7f72\u65b9\u5f0f\u8fdb\u884c\u90e8\u7f72<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110240-6802315032811.png\" alt=\"\" \/><\/p>\n<p>\u4e0a\u8ff0\u63d0\u5230DeepSeek\u53ef\u4ee5\u652f\u6301SGLang\u3001LMDeploy\u3001TensorRT-LLM\u3001vLLM\u6846\u67b6\u8fdb\u884c\u90e8\u7f72\u3002<\/p>\n<p>\u6b64\u5904\u6211\u4eec\u4f7f\u7528 LMDeploy \u6765\u90e8\u7f72 DeepSeek<\/p>\n<p>ppqq LMDeploy \u662f\u4e00\u4e2a\u7528\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u548c\u89c6\u89c9-\u8bed\u8a00\u6a21\u578b(VLMs)\u538b\u7f29\u3001\u90e8\u7f72\u548c\u670d\u52a1\u7684 Python \u5e93\u3002 \u5176\u6838\u5fc3\u63a8\u7406\u5f15\u64ce\u5305\u62ec TurboMind \u5f15\u64ce\u548c PyTorch \u5f15\u64ce\u3002\u524d\u8005\u7531 C&#043;&#043; \u548c CUDA \u5f00\u53d1&#xff0c;\u81f4\u529b\u4e8e\u63a8\u7406\u6027\u80fd\u7684\u4f18\u5316&#xff0c;\u800c\u540e\u8005\u7eaf Python \u5f00\u53d1&#xff0c;\u65e8\u5728\u964d\u4f4e\u5f00\u53d1\u8005\u7684\u95e8\u69db\u3002<\/p>\n<p>\u60f3\u8981\u4f7f\u7528 LMDeploy \u7684\u524d\u63d0\u662f\u9700\u8981\u5148\u4f7f\u7528 conda \u6216\u8005 pip \u5b89\u88c5\u5bf9\u5e94\u7684python \u5e93\u4f9d\u8d56\u624d\u884c\u3002<\/p>\n<p> conda create -n lmdeploy python&#061;3.8 -y<br \/>\nconda activate lmdeploy<br \/>\npip install lmdeploy <\/p>\n<p>\u5173\u4e8eLMDeploy\u5177\u4f53\u7684\u5b89\u88c5\u65b9\u5f0f\u4e5f\u53ef\u4ee5\u76f4\u63a5\u53c2\u8003\u5b89\u88c5\u6587\u6863<\/p>\n<h3 id=\"\u7f16\u5199\u8fd0\u884c\u4ee3\u7801\">\u7f16\u5199\u8fd0\u884c\u4ee3\u7801<\/h3>\n<p> from lmdeploy import pipeline, TurbomindEngineConfig<\/p>\n<p># \u6a21\u578b\u8def\u5f84&#xff0c;\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd\u9009\u9879\u4e4b\u4e00&#xff1a;<br \/>\n# 1. \u672c\u5730\u76ee\u5f55\u8def\u5f84&#xff0c;\u6307\u5411\u4e00\u4e2aturbomind\u6a21\u578b<br \/>\n# 2. lmdeploy-quantized\u6a21\u578b\u7684model_id<br \/>\n# 3. \u5b58\u653e\u5728\u6a21\u578b\u4ed3\u5e93\u4e2d\u7684\u6a21\u578b\u7684model_id<br \/>\nmodel &#061; &#039;deepseek-ai\/DeepSeek-R1-Distill-Qwen-7B&#039;<\/p>\n<p># Turbomind\u5f15\u64ce\u914d\u7f6e&#xff0c;\u7528\u4e8e\u8bbe\u7f6e\u6a21\u578b\u7684\u540e\u7aef\u53c2\u6570<br \/>\nbackend_config &#061; TurbomindEngineConfig(<br \/>\n    cache_max_entry_count&#061;0.2,  # \u7f13\u5b58\u6700\u5927\u6761\u76ee\u6570<br \/>\n    max_context_token_num&#061;20544,  # \u6700\u5927\u4e0a\u4e0b\u6587token\u6570\u91cf<br \/>\n    session_len&#061;20544  # \u4f1a\u8bdd\u957f\u5ea6<br \/>\n)<\/p>\n<p># \u751f\u6210\u914d\u7f6e&#xff0c;\u7528\u4e8e\u8bbe\u7f6e\u751f\u6210\u6587\u672c\u7684\u53c2\u6570<br \/>\ngen_config &#061; GenerationConfig(<br \/>\n    top_p&#061;0.95,  # \u91c7\u6837\u9608\u503c<br \/>\n    temperature&#061;0.6,  # \u6e29\u5ea6\u53c2\u6570&#xff0c;\u5f71\u54cd\u751f\u6210\u7684\u591a\u6837\u6027<br \/>\n    max_new_tokens&#061;8192,  # \u6700\u5927\u65b0\u751f\u6210token\u6570\u91cf<br \/>\n    stop_token_ids&#061;[151329, 151336, 151338],  # \u505c\u6b62token\u7684ID\u5217\u8868<br \/>\n    do_sample&#061;True  # \u542f\u7528\u91c7\u6837<br \/>\n)<\/p>\n<p># DeepSeekAI\u670d\u52a1\u7c7b<br \/>\nclass DeepSeekAiServicer:<\/p>\n<p>    def __init__(self, model: str, backend_config: TurbomindEngineConfig, gen_config: GenerationConfig):<br \/>\n        # \u521d\u59cb\u5316\u670d\u52a1&#xff0c;\u52a0\u8f7d\u6a21\u578b\u548c\u914d\u7f6e<br \/>\n        self.llm &#061; pipeline(model, backend_config&#061;backend_config)<br \/>\n        self.gen_config &#061; gen_config<\/p>\n<p>    def chat(self, content):<br \/>\n        # \u6839\u636eDeepSeek\u5b98\u65b9\u63a8\u8350&#xff0c;\u6bcf\u4e2a\u63d0\u793a\u9700\u8981\u4ee5&lt;think&gt;\\\\n\u7ed3\u5c3e<br \/>\n        # \u5982\u679c\u662f\u6570\u5b66\u63a8\u7406\u5185\u5bb9&#xff0c;\u5efa\u8bae\u5305\u542b\u4ee5\u4e0b(\u4e2d\u82f1\u6587)&#xff1a;<br \/>\n        # \u8bf7\u9010\u6b65\u63a8\u7406&#xff0c;\u5e76\u5c06\u6700\u7ec8\u7b54\u6848\u653e\u5728\\\\boxed{}\u4e2d\u3002<br \/>\n        prompts &#061; [{<br \/>\n            &#034;role&#034;: &#034;user&#034;,<br \/>\n            &#034;content&#034;: &#034;\u751f\u6d3b\u7684\u610f\u4e49\u662f\u4ec0\u4e48&#xff1f;&lt;think&gt;\\\\n&#034;<br \/>\n        }]<\/p>\n<p>        # \u54cd\u5e94\u793a\u4f8b&#xff1a;<br \/>\n        # &#034;&lt;think&gt; \u751f\u6d3b\u7684\u610f\u4e49\u662f\u5feb\u4e50\u3002 &lt;\/think&gt; \u6211\u8ba4\u4e3a\u751f\u6d3b\u7684\u610f\u4e49\u662f\u5feb\u4e50\u3002&#034;<br \/>\n        response &#061; self.llm(prompts, gen_config&#061;self.gen_config)<br \/>\n        return response <\/p>\n<p>\u5c06\u4e0a\u8ff0\u4ee3\u7801\u76f4\u63a5\u5728 python \u73af\u5883\u4e2d\u8fd0\u884c\u4fbf\u53ef\u4ee5\u76f4\u63a5\u542f\u52a8\u6211\u4eec\u7684 DeepSeek \u6a21\u578b\u3002<\/p>\n<p>\u7531\u4e8e\u6211\u4eec\u91c7\u7528 LMDeploy \u4ee3\u7801\u6765\u90e8\u7f72\u6a21\u578b&#xff0c;\u56e0\u6b64\u6211\u4eec\u83b7\u5f97\u4e86\u66f4\u5927\u7684\u8c03\u6574\u7075\u6d3b\u6027\u3002\u6211\u4eec\u80fd\u591f\u9488\u5bf9\u5185\u5b58\u7ba1\u7406\u3001\u5e76\u53d1\u5904\u7406\u548c\u8d1f\u8f7d\u5747\u8861\u7b49\u591a\u4e2a\u65b9\u9762\u8fdb\u884c\u7ec6\u81f4\u7684\u4f18\u5316\u3002\u6b64\u5916&#xff0c;LMDeploy \u5141\u8bb8\u6211\u4eec\u96c6\u6210\u5176\u4ed6 Python \u5e93&#xff0c;\u4ee5\u4fbf\u5bf9\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\u5e76\u6dfb\u52a0\u81ea\u5b9a\u4e49\u5c42&#xff0c;\u8fd9\u4e9b\u529f\u80fd\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u6211\u4eec\u7684\u5b9a\u5236\u5316\u80fd\u529b&#xff0c;\u786e\u4fdd\u4e86\u6a21\u578b\u90e8\u7f72\u7684\u7075\u6d3b\u6027\u548c\u6548\u7387\u3002<\/p>\n<h2 id=\"\u90e8\u7f72-dify\">\u90e8\u7f72 Dify<\/h2>\n<p>Dify \u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u5927\u8bed\u8a00\u6a21\u578b(LLM) \u5e94\u7528\u5f00\u53d1\u5e73\u53f0\u3002\u5b83\u878d\u5408\u4e86\u540e\u7aef\u5373\u670d\u52a1(Backend as Service)\u548c LLMOps \u7684\u7406\u5ff5&#xff0c;\u4f7f\u5f00\u53d1\u8005\u53ef\u4ee5\u5feb\u901f\u642d\u5efa\u751f\u4ea7\u7ea7\u7684\u751f\u6210\u5f0f AI \u5e94\u7528\u3002\u5373\u4f7f\u4f60\u662f\u975e\u6280\u672f\u4eba\u5458&#xff0c;\u4e5f\u80fd\u53c2\u4e0e\u5230 AI \u5e94\u7528\u7684\u5b9a\u4e49\u548c\u6570\u636e\u8fd0\u8425\u8fc7\u7a0b\u4e2d\u3002<\/p>\n<p>\u7531\u4e8e Dify \u5185\u7f6e\u4e86\u6784\u5efa LLM \u5e94\u7528\u6240\u9700\u7684\u5173\u952e\u6280\u672f\u6808&#xff0c;\u5305\u62ec\u5bf9\u6570\u767e\u4e2a\u6a21\u578b\u7684\u652f\u6301\u3001\u76f4\u89c2\u7684 Prompt \u7f16\u6392\u754c\u9762\u3001\u9ad8\u8d28\u91cf\u7684 RAG \u5f15\u64ce\u3001\u7a33\u5065\u7684 Agent \u6846\u67b6\u3001\u7075\u6d3b\u7684\u6d41\u7a0b\u7f16\u6392&#xff0c;\u5e76\u540c\u65f6\u63d0\u4f9b\u4e86\u4e00\u5957\u6613\u7528\u7684\u754c\u9762\u548c API\u3002\u8fd9\u4e3a\u5f00\u53d1\u8005\u8282\u7701\u4e86\u8bb8\u591a\u91cd\u590d\u9020\u8f6e\u5b50\u7684\u65f6\u95f4&#xff0c;\u4f7f\u5176\u53ef\u4ee5\u4e13\u6ce8\u5728\u521b\u65b0\u548c\u4e1a\u52a1\u9700\u6c42\u4e0a\u3002<\/p>\n<p>\u7b80\u5355\u6765\u8bf4\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u6a21\u578b\u6784\u5efa\u81ea\u5df1\u7684 RAG \u77e5\u8bc6\u5f15\u64ce\u6216\u8005\u6d41\u7a0b\u7f16\u6392&#xff0c;\u90a3\u4f60\u5c11\u4e0d\u5199\u4e00\u5806LangChain\u7684\u4ee3\u7801&#xff0c;\u4f46\u662f Dify \u5c06\u8fd9\u5757\u4e1a\u52a1\u8fdb\u884c\u4e86\u5c01\u88c5&#xff0c;\u4f60\u53ea\u9700\u8981\u5728\u53ef\u89c6\u5316\u7684\u9875\u9762\u4e0a\u64cd\u4f5c&#xff0c;\u4fbf\u53ef\u4ee5\u5b9e\u73b0\u76f8\u540c\u7684\u6548\u679c&#xff0c;\u5feb\u901f\u7684\u6784\u5efa\u51fa\u81ea\u5df1\u7684 AI \u5e94\u7528\u3002<\/p>\n<h3 id=\"\u8fd0\u884c-dify\">\u8fd0\u884c Dify<\/h3>\n<p>Dify \u7684\u90e8\u7f72\u9700\u8981\u6211\u4eec\u672c\u5730\u5148\u652f\u6301 Docker \u548c Git \u7684\u4f9d\u8d56\u73af\u5883&#xff0c;\u7136\u540e\u6211\u4eec\u5728\u5bf9\u5e94\u7684\u7ec8\u7aef\u76f4\u63a5\u6267\u884c\u4e0b\u9762\u7684\u4ee3\u7801&#xff0c;\u4fbf\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884c Dify<\/p>\n<p> #\u514b\u9686 Dify \u6e90\u4ee3\u7801\u81f3\u672c\u5730\u73af\u5883\u3002<br \/>\ngit clone https:\/\/github.com\/langgenius\/dify.git<\/p>\n<p>#\u8fdb\u5165 Dify \u6e90\u4ee3\u7801\u7684 Docker \u76ee\u5f55<br \/>\ncd dify\/docker<\/p>\n<p>#\u590d\u5236\u73af\u5883\u914d\u7f6e\u6587\u4ef6<br \/>\ncp .env.example .env<\/p>\n<p>#\u542f\u52a8 Docker \u5bb9\u5668<br \/>\ndocker-compose up -d <\/p>\n<h3 id=\"\u6dfb\u52a0\u6a21\u578b\">\u6dfb\u52a0\u6a21\u578b<\/h3>\n<p>Dify \u542f\u52a8\u6210\u529f\u540e&#xff0c;\u6211\u4eec\u76f4\u63a5\u6d4f\u89c8\u5668\u8bbf\u95ee&#xff1a;http:\/\/localhost<\/p>\n<p>\u6b64\u65f6\u8fdb\u5165\u5230 Dify \u7684\u4e3b\u9875\u9762\u4f1a\u63d0\u793a\u65b0\u5efa\u8d26\u53f7\u5bc6\u7801&#xff0c;\u8d26\u53f7\u5bc6\u7801\u65b0\u5efa\u5b8c\u6210\u540e&#xff0c;\u5728\u53f3\u4e0a\u89d2admin \u5904\u70b9\u51fb\u8bbe\u7f6e&#xff0c;\u7136\u540e\u65b0\u589e\u6211\u4eec\u7684\u672c\u5730\u6a21\u578b\u914d\u7f6e\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110241-6802315102a4b.png\" alt=\"\" \/><\/p>\n<p>\u6b64\u5904\u6dfb\u52a0 LLM \u6a21\u578b\u4e3adeepseek-r1:7b&#xff0c;\u57fa\u7840 URL \u4e3a&#xff1a;http:\/\/host.docker.internal:11434<\/p>\n<p>\u6dfb\u52a0\u5b8c LLM \u6a21\u578b\u540e&#xff0c;\u6211\u4eec\u518d\u65b0\u589e\u4e00\u4e2aText Embedding \u6a21\u578b&#xff0c;\u8fd8\u8bb0\u5f97\u6700\u5f00\u59cb\u6211\u4eec\u4f7f\u7528 ollama \u8fd8\u5b89\u88c5\u4e86\u4e00\u5957nomic-embed-text\u6a21\u578b\u5417&#xff1f;\u5bf9\u7684&#xff0c;\u5c31\u662f\u5728\u8fd9\u91cc\u4f7f\u7528\u7684\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110242-680231525a89e.png\" alt=\"\" \/><\/p>\n<p>\u4e24\u4e2a\u6a21\u578b\u90fd\u6dfb\u52a0\u5b8c\u4ee5\u540e&#xff0c;\u5c31\u53ef\u4ee5\u5728\u6a21\u578b\u5217\u8868\u4e2d\u770b\u5230\u6211\u4eec\u5df2\u7ecf\u6dfb\u52a0\u7684\u6a21\u578b\u4fe1\u606f\u4e86<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110243-6802315336412.png\" alt=\"\" \/><\/p>\n<h3 id=\"\u6784\u5efa\u77e5\u8bc6\u5e93\">\u6784\u5efa\u77e5\u8bc6\u5e93<\/h3>\n<p>\u5728\u5bf9\u5e94\u7684\u77e5\u8bc6\u5e93\u6a21\u5757\u65b0\u5efa\u77e5\u8bc6\u5e93&#xff0c;\u5e76\u4e0a\u4f20\u6211\u4eec\u7684\u79c1\u6709\u6570\u636e<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110243-680231539976f.png\" alt=\"\" \/><\/p>\n<p>\u6587\u672c\u5206\u6bb5\u4e0e\u6e05\u6d17\u4e2d\u9009\u62e9\u4f7f\u7528\u6211\u4eec\u7684nomic-embed-text\u6a21\u578b\u8fdb\u884c\u6e05\u6d17<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110244-68023154b7ab2.png\" alt=\"\" \/><\/p>\n<p>\u7136\u540e\u6211\u4e48\u76f4\u63a5\u4fdd\u5b58\u4e3a\u77e5\u8bc6\u5e93\u5373\u53ef<\/p>\n<h3 id=\"\u65b0\u5efa\u804a\u5929\u52a9\u624b\">\u65b0\u5efa\u804a\u5929\u52a9\u624b<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110245-68023155acf2e.png\" alt=\"\" \/><\/p>\n<p>\u5728\u673a\u5668\u4eba\u7684\u4e0a\u4e0b\u6587\u4e2d\u9009\u62e9\u6211\u4eec\u521a\u521a\u65b0\u5efa\u7684\u77e5\u8bc6\u5e93&#xff1a;\u201c\u6570\u5b57\u751f\u547d\u8d3e\u514b\u65af\u201d<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110247-68023157c6db7.png\" alt=\"\" \/><\/p>\n<p>\u5f53\u6211\u4eec\u95ee\u4ed6\u4e00\u4e9b\u77e5\u8bc6\u5e93\u4e2d\u72ec\u6709\u7684\u5185\u5bb9\u65f6&#xff0c;\u4ed6\u4fbf\u4f1a\u6839\u636e\u77e5\u8bc6\u5e93\u4e2d\u72ec\u6709\u7684\u5185\u5bb9&#xff0c;\u6765\u7ed9\u4e0e\u5bf9\u5e94\u7684\u56de\u590d\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110249-68023159e765b.png\" alt=\"\" \/><\/p>\n<p>\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb\u53d1\u5e03\u5c06\u8be5\u673a\u5668\u4eba\u5355\u72ec\u7ed9\u53d1\u5e03\u51fa\u53bb&#xff0c;\u6b64\u65f6\u5176\u4ed6\u4eba\u4e5f\u53ef\u4ee5\u4f7f\u7528\u4f60\u8fd9\u4e2a\u673a\u5668\u4eba\u6765\u83b7\u53d6\u77e5\u8bc6\u5e93\u4e2d\u7684\u4fe1\u606f\u4e86\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110251-6802315bc6a64.png\" alt=\"\" \/><\/p>\n<h3 id=\"\u5de5\u4f5c\u6d41\">\u5de5\u4f5c\u6d41<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418110253-6802315d3bdbf.png\" alt=\"\" \/><\/p>\n<p>Dify \u4e2d\u8fd8\u6709\u4e00\u4e2a\u975e\u5e38\u6740\u624b\u950f\u7684\u5e94\u7528&#xff0c;\u90a3\u5c31\u662f\u5de5\u4f5c\u6d41&#xff01;<\/p>\n<p>\u6211\u4e00\u76f4\u8ba4\u4e3a Dify \u4e2d\u6700\u6709\u4ef7\u503c\u7684\u4e00\u4e2a\u6a21\u5757\u5c31\u662f\u5de5\u4f5c\u6d41\u6a21\u5757&#xff0c;\u5408\u7406\u6784\u5efa\u81ea\u5df1\u7684\u5de5\u4f5c\u6d41&#xff0c;\u5c31\u597d\u6bd4\u8ba9\u4e00\u4e2a\u53ea\u6709\u5927\u8111\u80fd\u529b\u7684\u6a21\u578b&#xff0c;\u77ac\u95f4\u5177\u5907\u4e86\u624b\u7684\u80fd\u529b\u3002<\/p>\n<p>\u539f\u672c\u53ea\u80fd\u901a\u8fc7\u95ee\u7b54\u6765\u4ea4\u4e92\u7684\u6a21\u578b&#xff0c;\u77ac\u95f4\u5177\u5907\u4e86\u548c\u5916\u754c\u4ea4\u4e92\u7684\u80fd\u529b\u3002<\/p>\n<p>\u901a\u8fc7\u5de5\u4f5c\u6d41&#xff0c;Dify \u53ef\u4ee5\u81ea\u52a8\u6267\u884c\u4e00\u7cfb\u5217\u590d\u6742\u4efb\u52a1&#xff0c;\u6bd4\u5982\u6570\u636e\u5206\u6790\u3001\u62a5\u544a\u751f\u6210\u3001\u8d44\u6e90\u8c03\u5ea6\u751a\u81f3\u662f\u8de8\u5e73\u53f0\u64cd\u4f5c\u3002<\/p>\n<p>\u8fd9\u4e9b\u4efb\u52a1\u4e0d\u518d\u662f\u5b64\u7acb\u7684\u6307\u4ee4&#xff0c;\u800c\u662f\u5f62\u6210\u4e86\u4e00\u4e2a\u6709\u673a\u7684\u6574\u4f53&#xff0c;\u6bcf\u4e2a\u6b65\u9aa4\u90fd\u7d27\u5bc6\u76f8\u8fde&#xff0c;\u534f\u540c\u5de5\u4f5c&#xff0c;\u4ece\u800c\u6781\u5927\u5730\u63d0\u5347\u4e86\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n<p>\u5de5\u4f5c\u6d41\u6a21\u5757\u7684\u8be6\u89e3&#xff0c;\u6211\u5c06\u5728\u540e\u7eed\u6587\u7ae0\u4e2d\u5355\u72ec\u4ecb\u7ecd&#xff0c;\u4ee5\u4fdd\u6301\u5f53\u524d\u6587\u7ae0\u7684\u7b80\u6d01\u6027\u3002<\/p>\n<p>\u4ee5\u4e0a&#xff0c;\u65e2\u7136\u770b\u5230\u8fd9\u91cc\u4e86&#xff0c;\u5982\u679c\u89c9\u5f97\u4e0d\u9519&#xff0c;\u968f\u624b\u70b9\u4e2a\u8d5e\u548c\u5173\u6ce8&#xff0c;\u5e76\u8f6c\u53d1\u7ed9\u66f4\u591a\u7684\u670b\u53cb\u5427&#xff01;\u611f\u6069\u3002<\/p>\n<p>\u5bf9AI\u5b66\u4e60\u611f\u5174\u8da3\u7684\u670b\u53cb&#xff0c;\u6b22\u8fce\u540e\u53f0\u7559\u8a00\u201c\u7535\u5b50\u4e66\u201d&#xff0c;\u6211\u5c06\u65e0\u507f\u63d0\u4f9b\u6211\u7cbe\u5fc3\u6574\u7406\u768420\u672c\u7535\u5b50\u4e66\u8d44\u6e90&#xff0c;\u52a9\u4f60\u4e00\u81c2\u4e4b\u529b\u3002\u671f\u5f85\u4e0e\u4f60\u5171\u540c\u8fdb\u6b65&#xff01;<\/p>\n<p>\u4f5c\u8005&#xff1a;\u6570\u5b57\u751f\u547d\u8d3e\u514b\u65af (\u535a\u5ba2\u56edID&#xff1a;\u9648\u54ac\u91d1) \u5185\u5bb9\u9996\u53d1\u81ea\u516c\u4f17\u53f7&#xff0c;\u5730\u5740&#xff1a;DeepSeek\u4f01\u4e1a\u7ea7\u90e8\u7f72\u5b9e\u6218\u6307\u5357&#xff1a;\u4ece\u670d\u52a1\u5668\u9009\u578b\u5230Dify\u79c1\u6709\u5316\u843d\u5730<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb1.5k\u6b21\uff0c\u70b9\u8d5e14\u6b21\uff0c\u6536\u85cf34\u6b21\u3002\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u6216\u5c1d\u9c9c\u8005\u800c\u8a00\uff0c\u672c\u5730\u60f3\u8981\u90e8\u7f72 DeepSeek \u6709\u5f88\u591a\u79cd\u65b9\u6848\uff0c\u4f46\u662f\u4e00\u65e6\u6d89\u53ca\u5230\u4f01\u4e1a\u7ea7\u90e8\u7f72\uff0c\u5219\u6b65\u9aa4\u5c06\u4f1a\u7e41\u7410\u5f88\u591a\u3002\u6bd4\u5982\u6211\u4eec\u7684\u7b2c\u4e00\u6b65\u5c31\u9700\u8981\u5148\u6839\u636e\u5b9e\u9645\u4e1a\u52a1\u573a\u666f\u8bc4\u4f30\u51fa\u6211\u4eec\u5230\u5e95\u9700\u8981\u90e8\u7f72\u4ec0\u4e48\u89c4\u683c\u7684\u6a21\u578b\uff0c\u4ee5\u53ca\u6211\u4eec\u6240\u8981\u90e8\u7f72\u7684\u6a21\u578b\uff0c\u5230\u5e95\u9700\u8981\u591a\u5c11\u670d\u52a1\u5668\u8d44\u6e90\u6765\u8fdb\u884c\u627f\u63a5\uff0c\u4e5f\u5c31\u662f\u8d44\u6e90\u9884\u4f30\u5148\u884c\u3002\u9884\u4f30\u5b8c\u6211\u4eec\u7684\u670d\u52a1\u5668\u8d44\u6e90\u4ee5\u540e\uff0c\u8fd8\u9700\u8981\u8bc4\u4f30\u6211\u4eec\u7684\u4e1a\u52a1\u573a\u666f\u662f\u5426\u9700\u8981\u4e8c\u6b21\u5f00\u53d1\u6a21\u578b\u3002\u5982\u679c\u53ea\u662f\u7b80\u5355\u7684\u5fae\u8c03\u6a21\u578b\u5c31\u53ef\u4ee5\u7b26\u5408\u6211\u4eec\u7684\u4e1a\u52a1&#8230;_deepseek\u914d\u7f6e\u8ba1\u7b97\u5668<\/p>\n","protected":false},"author":2,"featured_media":11847,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50,43,86,44],"topic":[],"class_list":["post-11863","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-50","tag-43","tag-86","tag-44"],"yoast_head":"<!-- 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