{"id":10020650,"date":"2025-02-10T12:05:19","date_gmt":"2025-02-10T04:05:19","guid":{"rendered":"https:\/\/itmax.cn\/?p=10020650"},"modified":"2025-02-10T12:05:19","modified_gmt":"2025-02-10T04:05:19","slug":"%e6%8b%92%e7%bb%9d%e7%b9%81%e5%bf%99%ef%bc%81%e5%85%8d%e8%b4%b9%e4%bd%bf%e7%94%a8-deepseek-r1671b-%e5%8f%82%e6%95%b0%e6%bb%a1%e8%a1%80%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10020650","title":{"rendered":"\u62d2\u7edd\u7e41\u5fd9\uff01\u514d\u8d39\u4f7f\u7528 deepseek-r1:671B \u53c2\u6570\u6ee1\u8840\u6a21\u578b"},"content":{"rendered":"<p>\u76f8\u4fe1\u5927\u5bb6\u90fd\u5df2\u7ecf\u6709\u4f53\u9a8c\u8fc7deepseek-r1\u7684\u5f3a\u5927\u63a8\u7406\u80fd\u529b\uff0c\u7531\u4e8e\u5176\u7f51\u9875\u7248\u672c\u514d\u8d39\u4f7f\u7528\u7684\u539f\u56e0\uff0c\u7528\u6237\u91cf\u6fc0\u589e\u3001\u540c\u65f6\u636e\u4f20\u8fd8\u906d\u53d7\u4e86\u5927\u91cf\u7684\u7f51\u7edc\u653b\u51fb\uff0c\u8fd9\u4f7f\u5f97\u8fc7\u7a0b\u4e0d\u662f\u5f88\u6d41\u7a0b\uff0c\u7ecf\u5e38\u6536\u5230\u7c7b\u4f3c\u4e0b\u56fe\u7684\u95ee\u9898\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"415\" height=\"187\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVdhyZv\" alt=\"\" title=\"\"><\/p>\n<p>\u540c\u65f6\uff0cAPI\u670d\u52a1\u4e5f\u5df2\u7ecf\u6682\u505c\u5145\u503c\uff0c\u4e4b\u524d\u7684\u4f59\u989d\u7528\u5b8c\u4e4b\u540e\u6682\u65f6\u4e5f\u5c31\u4e0d\u7528\u8c03\u7528\u4e86<\/p>\n<p><img decoding=\"async\" width=\"723\" height=\"35\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVdhyZw\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u4e3a\u4e86\u66f4\u6d41\u7545\u7684\u4f7f\u7528\u5bf9\u8bdd\u6216\u8005API\u670d\u52a1\uff0c\u6211\u4eec\u53ef\u4ee5\u8003\u8651\u5728\u81ea\u5df1\u673a\u5668\u4e0a\u90e8\u7f72deepseek\uff0c\u5982\u4f55\u90e8\u7f72\u4ee5\u53ca\u5982\u4f55\u63d0\u4f9bAPI\u670d\u52a1\uff0c\u5e74\u524dDD\u5728<a href=\"https:\/\/link.segmentfault.com\/?enc=dwBPxxDMB98KEdabK5HqWA%3D%3D.doIWdJEnlyt2QcmbTlqYyog3%2BsdA1h%2BHnaVj%2B0s%2FbAbt%2FA9J2o5WhOC2tYM4p2NXksYrciSAgOFhoy8bDJXcKBm0JEcpPaPp1DjnLri0rnY%3D\" rel=\"nofollow noopener noreferrer\" target=\"_blank\">Spring AI + Ollama \u5b9e\u73b0 deepseek-r1 \u7684API\u670d\u52a1\u548c\u8c03\u7528<\/a>\u4e00\u6587\u4e2d\u5206\u4eab\u8fc7\u4e86\uff0c\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u53c2\u8003\u4e00\u4e0b\u3002<\/p>\n<p>\u867d\u7136\u501f\u52a9\u7c7b\u4f3cOllama\u8fd9\u6837\u7684\u5de5\u5177\u53ef\u4ee5\u5e2e\u6211\u4eec\u5feb\u901f\u7684\u81ea\u5df1\u90e8\u7f72deepseek\uff0c\u4f46\u662f\u7531\u4e8e\u6211\u4eec\u4e2a\u4eba\u7684\u8ba1\u7b97\u8d44\u6e90\u6709\u9650\uff0c\u5728\u672c\u5730\u65e0\u6cd5\u90e8\u7f72\u5177\u5907671b\u53c2\u6570\u7684deepseek-r1\u6ee1\u8840\u6a21\u578b\u3002\u5927\u90e8\u5206\u7528\u6237\u53ea\u80fd\u90e8\u7f721.5b\u62167b\u53c2\u6570\u5443\u84b8\u998f\u5c0f\u53c2\u6570\u7248\u672c\uff0c\u8fd9\u4f7f\u5f97\u672c\u5730\u90e8\u7f72\u4e4b\u540e\uff0c\u867d\u7136\u4f7f\u7528\u4e0d\u5361\u987f\u4e86\uff0c\u4f46\u63a8\u7406\u6548\u679c\u5927\u6253\u6298\u6263\uff01<\/p>\n<p>\u90a3\u4e48\u662f\u5426\u6709\u65b9\u6cd5\u6765\u4f4e\u6210\u672c\u7684\u4f7f\u7528671b\u53c2\u6570\u7684\u6ee1\u8840\u6a21\u578b\u5462\uff1f\u6709\u7684\uff01\u4e0b\u9762\u5c31\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u4e00\u4e2a\u767d\u5ad6\u7684671b\u53c2\u6570\u6ee1\u8840\u6a21\u578b\u7684\u65b9\u6cd5\uff01<\/p>\n<h2>\u514d\u8d39\u4f7f\u7528deepseek-r1:671B\u53c2\u6570\u6ee1\u8840\u6a21\u578b<\/h2>\n<ol>\n<li>\u5148\u51c6\u5907\u4e00\u4e2a\u817e\u8baf\u4e91\u8d26\u53f7\uff0c\u8fdb\u5165\u817e\u8baf\u4e91\u77e5\u8bc6\u5f15\u64ce\u539f\u5b50\u80fd\u529b: <a href=\"https:\/\/link.segmentfault.com\/?enc=hTFijdPC1LkXptk3jghxFQ%3D%3D.uZsprSYNRnrgT3Q50TNeIuue7SC7stcvwkma%2B5k2F%2FlP4kQDMludWcgI9XKuzk6E\" rel=\"nofollow noopener noreferrer\" target=\"_blank\">https:\/\/console.cloud.tencent.com\/lkeap<\/a><\/li>\n<\/ol>\n<p>\u76ee\u524d\u8be5\u4ea7\u54c1\u7684DeepSeek\u7cfb\u5217\u6a21\u578b\uff08\u5305\u542b671B\u53c2\u6570\u7684 deepseek-v3 \u548c deepseek-r1\uff09\u6b63\u5728\u514d\u8d39\u9650\u65f6\u63d0\u4f9b\u670d\u52a1\uff1a<\/p>\n<p><img decoding=\"async\" width=\"723\" height=\"102\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVdhyZx\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<ol start=\"2\">\n<li>\u70b9\u51fb\u201c\u5f00\u901a\u5927\u6a21\u578b\u77e5\u8bc6\u5f15\u64ce\u201d<\/li>\n<\/ol>\n<p><img decoding=\"async\" width=\"723\" height=\"404\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVdhyZy\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<ol start=\"3\">\n<li>\u6839\u636e\u81ea\u8eab\u60c5\u51b5\uff0c\u9009\u62e9\u8c03\u7528\u65b9\u5f0f\u53bb\u83b7\u53d6API KEY\u3002\u5982\u679c\u81ea\u5df1\u5199\u4ee3\u7801\u8c03\u7528\uff0c\u4e24\u4e2a\u90fdok\uff0c\u9009\u62e9\u81ea\u5df1\u559c\u6b22\u7684\u5c31\u884c\u3002\u5982\u679c\u662f\u8981\u5bf9\u63a5\u7c7b\u4f3c\u8fd9\u4e9bChat\u7c7b\u5ba2\u6237\u7aef\u7684\u8bdd\u5c31\u9009\u62e9OpenAI\u7684API KEY\u3002<\/li>\n<\/ol>\n<p><img decoding=\"async\" width=\"723\" height=\"296\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVdhyZz\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><strong>\u6ce8\u610f\uff1a\u521b\u5efa\u5b8c\u6210\u540e\uff0c\u8bb0\u5f97\u4fdd\u5b58\u597d\uff01<\/strong> \u540e\u7eed\u81ea\u5df1\u8c03API\u6216\u8005\u63a5\u5165\u5f00\u6e90\u5de5\u5177\u7684\u65f6\u5019\u9700\u8981\u914d\u7f6e\u4f7f\u7528\u3002<\/p>\n<h2>\u4f7f\u7528OpenAI\u7684SDK\u8c03\u7528<\/h2>\n<p>\u5982\u679c\u4e0a\u9762\u4f60\u9009\u62e9\u4e86penai\u7684api key\uff0c\u90a3\u4e48\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528OpenAI\u7684SDK\u53bb\u8c03\u7528deepseek-r1:671B\u53c2\u6570\u7684\u6a21\u578b\u4e86\u3002<\/p>\n<p>\u53c2\u8003\u793a\u4f8b\uff1a<\/p>\n<pre><code class=\"python\">from openai import OpenAI\n\n# \u6784\u9020 client\nclient = OpenAI(\n    api_key=&quot;sk-xxxxxxxxxxx&quot;,  # \u77e5\u8bc6\u5f15\u64ce\u539f\u5b50\u80fd\u529b APIKey\n    base_url=&quot;https:\/\/api.lkeap.cloud.tencent.com\/v1&quot;,\n)\n# \u6d41\u5f0f\ns_value = True\n# \u8bf7\u6c42\nchat_completion = client.chat.completions.create(\n    model=&quot;deepseek-r1&quot;,\n    messages=[\n        {\n            &quot;role&quot;: &quot;user&quot;,\n            &quot;content&quot;: &quot;\u4f60\u662f\u8c01&quot;,\n        }\n    ],\n    stream=s_value,\n)\nif s_value:\n   for chunk in chat_completion:\n       # \u6253\u5370\u601d\u7ef4\u94fe\u5185\u5bb9\n       if hasattr(chunk.choices[0].delta, 'reasoning_content'):\n          print(f&quot;{chunk.choices[0].delta.reasoning_content}&quot;, end=&quot;&quot;)\n       # \u6253\u5370\u6a21\u578b\u6700\u7ec8\u8fd4\u56de\u7684content\n       if hasattr(chunk.choices[0].delta, 'content'):\n          if chunk.choices[0].delta.content != None and len(chunk.choices[0].delta.content) != 0:\n             print(chunk.choices[0].delta.content, end=&quot;&quot;)\nelse:\n   result = chat_completion.choices[0].message.content<\/code><\/pre>\n<h2>\u4f7f\u7528Chat\u7c7b\u5ba2\u6237\u7aef\u8c03\u7528<\/h2>\n<p>\u5728\u62ff\u5230API KEY\u4e4b\u540e\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528Chat\u7c7b\u5ba2\u6237\u7aef\u53bb\u8c03\u7528deepseek-r1:671B\u53c2\u6570\u7684\u6a21\u578b\u4e86\u3002<\/p>\n<p>\u914d\u7f6e\u65b9\u6cd5\u90fd\u5dee\u4e0d\u591a\uff0c\u4e3b\u8981\u51e0\u4e2a\u5173\u952e\u5143\u7d20\uff1a<\/p>\n<ol>\n<li>\u4f7f\u7528OpenAI\u7684API\u8c03\u7528\u65b9\u5f0f<\/li>\n<li>\u586b\u5165\u4e0a\u9762\u83b7\u53d6\u5230\u7684API KEY\u548c\u817e\u8baf\u4e91\u7684API\u5730\u5740\uff1a<code>https:\/\/api.lkeap.cloud.tencent.com\/v1<\/code><\/li>\n<li>\u4f7f\u7528deepseek\u7684\u6a21\u578b\u540d\uff0c\u6bd4\u5982\uff1a<code>deepseek-r1<\/code>\u3001<code>deepseek-v3<\/code><\/li>\n<\/ol>\n<p><img decoding=\"async\" width=\"723\" height=\"929\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVdhyZB\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<h2>\u5c0f\u7ed3<\/h2>\n<p>\u5982\u679c\u4f60\u6700\u8fd1\u5bf9DeepSeek\u7684\u4f7f\u7528\u9700\u6c42\u8f83\u5927\uff0c\u5b98\u65b9\u53c8\u7ecf\u5e38\u670d\u52a1\u7e41\u5fd9\u7684\u8bdd\uff0c\u4e0d\u59a8\u5c1d\u8bd5\u4e00\u4e0b\u8fd9\u79cd\u4f7f\u7528\u65b9\u5f0f\u3002\u76ee\u524d\u8fd9\u4e2a\u5165\u53e3\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528\u52302025\u5e742\u670825\u65e523:59:59\uff0c\u540e\u7eed\u4ed8\u8d39\u4ef7\u683c\u4e5f\u4e0d\u8d35\uff0c\u53ef\u4ee5\u8003\u8651\u53ef\u4ee5\u957f\u671f\u4f7f\u7528\u6216\u8005\u5f53\u4f5c\u5b98\u65b9\u7684\u5907\u7528\u3002<\/p>\n<p><img decoding=\"async\" width=\"723\" height=\"140\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVdhyZC\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<blockquote><p>\u6b22\u8fce\u5173\u6ce8\u6211\u7684\u516c\u4f17\u53f7\uff1a\u7a0b\u5e8f\u733fDD\u3002\u7b2c\u4e00\u65f6\u95f4\u4e86\u89e3\u524d\u6cbf\u884c\u4e1a\u6d88\u606f\u3001\u5206\u4eab\u6df1\u5ea6\u6280\u672f\u5e72\u8d27\u3001\u83b7\u53d6\u4f18\u8d28\u5b66\u4e60\u8d44\u6e90<\/p><\/blockquote>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000046092751\">https:\/\/segmentfault.com\/a\/1190000046092751<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76f8\u4fe1\u5927\u5bb6\u90fd\u5df2\u7ecf\u6709\u4f53\u9a8c\u8fc7deepseek-r1\u7684\u5f3a\u5927\u63a8\u7406\u80fd\u529b\uff0c\u7531\u4e8e\u5176\u7f51\u9875\u7248\u672c\u514d\u8d39\u4f7f\u7528\u7684\u539f\u56e0\uff0c\u7528\u6237\u91cf\u6fc0\u589e\u3001\u540c\u65f6\u636e\u4f20 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-10020650","post","type-post","status-publish","format-standard","hentry","category-share"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10020650","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10020650"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10020650\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10020650"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10020650"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10020650"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}