{"id":1413,"date":"2024-05-10T11:32:39","date_gmt":"2024-05-10T11:32:39","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1413"},"modified":"2024-05-10T11:33:25","modified_gmt":"2024-05-10T11:33:25","slug":"aigcshidaidedaolai-nishifouzuohaoyingjieshidailangchaodezhunbei-2","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/aigcshidaidedaolai-nishifouzuohaoyingjieshidailangchaodezhunbei-2.html","title":{"rendered":"AIGC\u65f6\u4ee3\u7684\u5230\u6765 \u4f60\u662f\u5426\u505a\u597d\u8fce\u63a5\u65f6\u4ee3\u6d6a\u6f6e\u7684\u51c6\u5907"},"content":{"rendered":"<h1 data-id=\"heading-0\">\u5e8f\u8a00<\/h1>\n<p>\u5728\u6700\u8fd1<code>GPT\u53d1\u5e03<\/code>\u4f1a\u900f\u9732\u7684\u6d88\u606f\u4e2d\uff0c\u6b63\u5f0f\u6380\u8d77\u4e86<code>AIGC<\/code>\u65f6\u4ee3\u7684\u5f00\u5e55\uff0c\u76f8\u6bd4\u4e8e\u4e4b\u524d\u7684<code>GPT-4<\/code>\u8fd9\u6b21\u66f4\u65b0\u7684\u53ef\u4ee5\u8bf4\u662f\u5f7b\u5e95\u5c06GPT\u4ece\u5185\u6d4b\u671f\u95f4\u7684\u670d\u52a1\u4e8e\u90e8\u5206\u7fa4\u4f53\u8f6c\u5165\u5230\u5927\u4f17\u89c6\u91ce\uff0c\u4e0d\u4ec5\u662f\u4ef7\u683c\u7684\u964d\u4f4e\uff0c\u66f4\u8fd8\u6709\u6027\u80fd\u7684\u4f18\u5316\uff0c\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u5982\u679c\u60f3\u8981\u5b9e\u73b0\u4e00\u4e2a\u667a\u80fd\u4eba\u5de5\u5ba2\u670d\uff0c\u800c\u4e0d\u662f\u50bb\u74dc\u673a\u5668\u4eba\uff0c\u4e00\u4e2a\u516c\u53f8\u9700\u8981\u62db\u8058\u7684\u524d\u7aef\u548c\u540e\u7aef\u5de5\u7a0b\u5e08\u4e0d\u8ba1\u5176\u6570\uff0c\u5e76\u4e14\u5de5\u4f5c\u6548\u7387\u4e5f\u672a\u77e5\uff0c\u4f46\u662f\u8fd9\u6b21<code>GPT<\/code>\u63d0\u4f9b\u7684<code>\u5927\u6a21\u578b<\/code>\u548c<code>API<\/code>\u5b8c\u7f8e\u7684\u89e3\u51b3\u4e86\u8fd9\u4e2a\u95ee\u9898\u3002\u6240\u4ee5\u8bf4<code>AIGC<\/code>\u7684\u9b45\u529b\u5230\u5e95\u6709\u591a\u5927\u5462\uff0c\u63a5\u4e0b\u6765\u6211\u5c06\u5c55\u793a\u5206\u522b\u53d6\u7528\u81ea<code>OPENAI<\/code>\u548c<code>huggingface<\/code>\u7684\u4e24\u4e2a<code>\u5927\u6a21\u578b<\/code>\u6765\u5b8c\u6210<code>\u667a\u80fd\u5ba2\u670d<\/code>\u548c\u8bed\u53e5\u8bcd<code>\u60c5\u611f\u5206\u6790<\/code>\u529f\u80fd\u7684\u5c55\u793a\u3002<\/p>\n<p align=\"center\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/b5900e06f50103a7406e32e8d6b43349.png\" alt=\"GPT\u53d1\u5e03\u4f1a.jpg\" \/><\/figure>\n<\/p>\n<h1 data-id=\"heading-1\">\u51c6\u5907\u5de5\u4f5c<\/h1>\n<p>\u6211\u4eec\u6700\u91cd\u8981\u7684\u662f\u80fd\u591f\u767b\u5f55<code>OPENAI<\/code>\u548c<code>Colab<\/code>\u7f51\u7ad9\uff0c\u5bf9\u6b64\u4e0d\u719f\u6089\u5f97\u53ef\u4ee5\u53bb\u770b\u6211\u4e4b\u524d\u5f97\u8fd9\u7bc7\u6587\u7ae0\uff0c\u6587\u7ae0\u5185\u6709\u8be6\u7ec6\u7684\u6b65\u9aa4\u8bb2\u89e3<\/p>\n<p><a href=\"https:\/\/juejin.cn\/post\/7294230559249399819\" target=\"_blank\" title=\"https:\/\/juejin.cn\/post\/7294230559249399819\" rel=\"noopener\">\uff3b\u6559\u5b66\u7bc7\uff3d \u5b66\u4f1a\u4f7f\u7528OpenAI \u4f60\u4e5f\u80fd\u6210\u4e3a\u8de8\u5883\u7535\u5546&#8217;\u8d85\u4eba&#8217;<\/a><\/p>\n<blockquote>\n<ul>\n<li>\n<p>\u4e00\u4e2a<strong>Google<\/strong>\u8d26\u53f7\uff08<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.google.com%2F%25EF%25BC%2589\" title=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.google.com%2F%25EF%25BC%2589\" target=\"_blank\" rel=\"noopener\">www.google.com\/\uff09<\/a><\/p>\n<\/li>\n<li>\n<p>\u4e00\u4e2a<strong>OpenAI<\/strong>\u8d26\u53f7 \uff08<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fopenai.com%2F%25EF%25BC%2589\" title=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fopenai.com%2F%25EF%25BC%2589\" target=\"_blank\" rel=\"noopener\">openai.com\/\uff09<\/a><\/p>\n<\/li>\n<li>\n<p>\u6253\u5f00OpenAI\u751f\u6210\u4e00\u4e2aAPIKey<\/p>\n<\/li>\n<li>\n<p><strong>Colab<\/strong>\u7f51\u7ad9\uff1a\uff08<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fcolab.research.google.com%2Fnotebooks%2Fwelcome.ipynb%3Fpli%3D1%23scrollTo%3DXXchsoxyNNi%25EF%25BC%2589\" title=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fcolab.research.google.com%2Fnotebooks%2Fwelcome.ipynb%3Fpli%3D1%23scrollTo%3DXXchsoxyNNi%25EF%25BC%2589\" target=\"_blank\" rel=\"noopener\">colab.research.google.com\/notebooks\/w\u2026<\/a><\/p>\n<\/li>\n<li>\n<p>\u5728Colab\u4e2d\u8f93\u5165\u53e6\u4e00\u4e2a\u6a21\u677f \u5f97\u5230\u6700\u7ec8\u7ed3\u679c<\/p>\n<\/li>\n<\/ul>\n<\/blockquote>\n<h1 data-id=\"heading-2\">\u5ba2\u670d\u4eba\u5de5\u5316\u4f53\u9a8c<\/h1>\n<h2 data-id=\"heading-3\">\u524d\u8a00<\/h2>\n<p>\u5927\u5bb6\u90fd\u77e5\u9053\uff0c\u5ba2\u670d\u662f\u6211\u4eec\u4eba\u5de5\u667a\u80fd\u7684\u201c\u5802\u5ba2\u201d\uff0c\u4f46\u5728\u8fd9\u5341\u4e94\u5e74\u671f\u95f4\u6211\u4eec\u6240\u63a5\u89e6\u7684\u5ba2\u670d\u90fd\u662f\u53ea\u80fd\u56de\u7b54\u7b80\u5355\u7684\uff0c\u91cd\u590d\u7684\uff0c\u76f8\u4f3c\u7684\u95ee\u9898\uff0c\u5e76\u4e14\u5bf9\u4e8e\u4e0d\u540c\u4eba\u7684\u56de\u7b54\u4e5f\u662f\u4e00\u6837\u7684\uff0c\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u6211\u4eec\u9700\u8981\u5bf9<code>API<\/code>\u8fdb\u884c<code>NLP<\/code>\u8bad\u7ec3\uff0c\u4f7f\u6211\u4eec\u7684\u667a\u80fd\u5ba2\u670d\u62e5\u6709\u66f4\u8d34\u5207\u7684\u8bed\u4e49\u7406\u89e3\u548c\u66f4\u4eba\u6027\u5316\u7684\u56de\u590d\u751f\u6210\u3002<\/p>\n<h2 data-id=\"heading-4\">PIP<\/h2>\n<p>\u4eca\u5929\u7684\u5185\u5bb9\u6211\u4eec\u9700\u8981\u7528\u5230<code>python<\/code>\u7684\u4e24\u4e2a<code>PIP<\/code>\uff0c\u4ed6\u4eec\u5206\u522b\u5c31\u662f\uff1a<\/p>\n<ul>\n<li>pip install openai==0.10.2<\/li>\n<li>pip install transformers<\/li>\n<\/ul>\n<h2 data-id=\"heading-5\">\u5b9e\u6218\u5f00\u59cb<\/h2>\n<p>\u90a3\u4e48\u8bdd\u4e0d\u591a\u8bf4\uff0c\u5f00\u59cb\u6211\u4eec\u4eca\u5929\u7684\u5b9e\u6218\uff0c\u9996\u5148\u6253\u5f00<code>colab<\/code>\u65b0\u5efa\u4e00\u4e2a\u6587\u4ef6\u5e76\u6dfb\u52a0\u4e00\u4e2a\u65b0\u4ee3\u7801<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">colab<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-colab code-block-extension-codeShowNum\" lang=\"colab\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">!pip install openai==0.10.2<\/span>\n<\/code><\/pre>\n<p align=\"left\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/e7ebec6aeace1284623d06dd55c99d39.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n<\/p>\n<p>\u6211\u4eec\u9996\u5148\u5728\u7b2c\u4e00\u6bb5\u4ee3\u7801\u4e2d\u5bfc\u5165<code>openai<\/code>\u7684<code>PIP<\/code>\u7136\u540e<code>\u70b9\u51fb<\/code>\u8fd0\u884c\uff0c\u5982\u679c\u8fd0\u884c\u4ee3\u7801\u548c\u6211\u4e00\u6837\u6700\u540e\u4e00\u884c\u4e00\u6837\u8bf4\u660e\u4f60\u8fd9\u8fd9\u4e00\u6b65\u5df2\u7ecf<code>\u6210\u529f<\/code>\u4e86\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">colab<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-colab code-block-extension-codeShowNum\" lang=\"colab\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"># \u57fa\u4e8eopenai \u7684\u5927\u6a21\u578b\u6765\u5f3a\u5316\u5ba2\u670d<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">import openai<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">openai.api_key=\"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\"<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"># \u5e38\u91cf \u6587\u672c\u751f\u6210\u7684\u6a21\u578b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">COMPLETION_MODEL=\"text-davinci-003\"<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\"># \u7cfb\u7edf\u540e\u53f0\u751f\u6210\u4e86\u4e00\u6761\u8bb0\u5f55\uff0c\u518d\u8c03\u7528\u6211\u4eec\u8fd9\u4e2a\u7a0b\u5e8f\u6765\u751f\u6210\u5ba2\u670d\u6d88\u606f<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">prompt=\"\"\"\u8bf7\u4f60\u4f7f\u7528\u670b\u53cb\u7684\u8bed\u6c14\u56de\u590d\u5230\u5ba2\u6237\u5e76\u79f0\u4ed6\u4e3a\u4eb2\uff0c\u4ed6\u7684\u8ba2\u5355\u5df2\u7ecf\u53d1\u8d27\u5728\u8def\u4e0a\u4e86\uff0c\u9884\u8ba1\u57283\u5929\u4e4b\u5185\u4f1a\u9001\u8fbe\uff0c<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">\u8ba2\u5355\u53f72021AEDG\uff0c\u6211\u4eec\u5f88\u62b1\u6b49\u56e0\u4e3a\u5929\u6c14\u7684\u539f\u56e0\u7269\u6d41\u65f6\u95f4\u6bd4\u539f\u6765\u957f\uff0c\u611f\u8c22\u4ed6\u9009\u8d2d\u6211\u4eec\u7684\u5546\u54c1\u3002\"\"\"<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\"># \u5c01\u88c5\u4e86openai \u56de\u590d\u7684\u529f\u80fd<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">def get_response(prompt,temperature=1.0):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">  # Completion\u6a21\u5757<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">  # \u751f\u6210\u5185\u5bb9 \u540c\u6b65\u7684<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">  # \u8c03\u7528openai\u5e93\u7684Completion\u6a21\u5757\uff0c\u521b\u5efa\u4e00\u4e2a\u65b0\u7684<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">  # \u5b57\u5178 (k:v)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">  completions = openai.Completion.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">      engine=COMPLETION_MODEL,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">      prompt=prompt,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">      max_tokens=1024,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">      n=1,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">      # null True<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\">      stop=None,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"22\">      temperature=temperature<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"23\">  )<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"24\">  # JSON choices txt<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"25\">  print(completions)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"26\">  message = completions.choices[0].text<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"27\">  return message<\/span>\n<\/code><\/pre>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/62020891818ca0cabf7b15077b894a89.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n\n<p>\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d\u6211\u4eec\u9996\u5148\u5bfc\u5165\u4e86<code>OPENA<\/code>I\u7684\u4e00\u4e2a<code>\u5927\u6a21\u578b<\/code>\uff0c\u7136\u540e\u8f93\u5165\u6211\u4eec\u81ea\u5df1\u7684<code>api_key<\/code>\uff1b\u548c\u4e0a\u6b21\u4e00\u6837\u6211\u4eec\u8fd9\u6b21\u7ee7\u7eed\u4f7f\u7528<code>text-davinci-003<\/code>\u6a21\u578b\uff0c\u63a5\u7740\u5c31\u662f\u7f16\u5199\u6211\u4eec\u7684<code>\u63d0\u793a\u8bcd<\/code>\uff0c\u7136\u540e\u5b9a\u4e49\u4e00\u4e2a\u53d8\u91cf\u5c06\u6211\u4eec\u7684<code>\u63d0\u793a\u8bcd<\/code>\u548c<code>\u81ea\u7531\u5ea6<\/code>\u4f5c\u4e3a\u53c2\u6570\u4f20\u5165\uff0c\u540e\u9762\u5c31\u662f\u8c03\u7528<code>openai<\/code>\u5e93\u91cc\u7684<code>Completion\u6a21\u5757<\/code>\uff0c\u521b\u5efa\u4e00\u4e2a\u65b0\u7684<code>\u5bf9\u8c61<\/code>\u3002\u5b8c\u6210\u8fd9\u4e9b\u540e\u5c31\u662f\u6700\u540e\u7684<code>\u8c03\u7528<\/code>\u548c<code>\u751f\u6210\u7ed3\u679c<\/code>\u4e86<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">colab<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-colab code-block-extension-codeShowNum\" lang=\"colab\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">print(get_response(prompt))<\/span>\n<\/code><\/pre>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/baa45e2e85c952b80604df6091076b5b.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n\n<p>\u8f93\u5165\u8c03\u7528\u8bed\u53e5\u540e\u70b9\u51fb\u6267\u884c\uff0c\u4e8e\u662f\u6211\u4eec\u5f97\u5230\u6700\u540e\u751f\u6210\u7684\u7ed3\u679c\u662f\uff1a<\/p>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/fd70e8c1ad4a5c1cc96afc4e78852c35.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n\n<p>\u6211\u4eec\u53ea\u9700\u8981\u7ed9\u4e00\u6bb5<code>\u63d0\u793a\u8bcd<\/code>\uff0c\u5229\u7528<code>OPENAI<\/code>\u63d0\u4f9b\u7684<code>API<\/code>\u548c<code>\u5927\u6a21\u578b<\/code>\u5c31\u80fd\u5b8c\u6210\u6bcf\u6b21\u751f\u6210\u4e0d\u4e00\u6837\u7684\u5ba2\u670d<code>\u56de\u590d<\/code>\uff0c\u5e76\u4e14\u6211\u4eec\u8fd8\u53ef\u4ee5\u6839\u636e\u7528\u6237\u7684\u8bed\u53e5\u6765\u8fdb\u884c<code>\u60c5\u611f\u5206\u6790<\/code>\u751f\u6210<code>\u4e0d\u540c<\/code>\u60c5\u611f\u7684\u5ba2\u670d\u4fe1\u606f<code>\u56de\u590d<\/code>\uff0c\u90a3\u4e48\u63a5\u4e0b\u6765\u5c31\u8ba9\u6211\u4eec\u6765\u611f\u53d7\u6765\u81ea<code>\u62b1\u62b1\u8138<\/code>\uff08huggingFace\uff09\u7684\u4e00\u4e2a<code>pip<\/code>\uff0c\u6765\u5b9e\u73b0<code>\u8bed\u53e5\u8bcd<\/code>\u7684<code>\u60c5\u611f\u5206\u6790<\/code>\u3002<\/p>\n<h1 data-id=\"heading-6\">\u8bed\u53e5\u8bcd\u60c5\u611f\u5206\u6790<\/h1>\n<p>\u6211\u4eec\u8fd8\u662f\u7ee7\u7eed\u5728<code>COLAB<\/code>\u4e2d\u8fdb\u884c\uff0c\u53ea\u9700\u8981<code>\u65b0\u5efa<\/code>\u4e00\u4e2a\u7b14\u8bb0\u672c\uff0c\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/5fafd227170bb59785244937c8bad963.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n\n<p>\u7136\u540e<code>\u70b9\u51fb<\/code>\u6dfb\u52a0\u4ee3\u7801\uff0c\u5e76\u8f93\u5165\u4ee5\u4e0b\u4ee3\u7801:<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">colab<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-colab code-block-extension-codeShowNum\" lang=\"colab\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">!pip install transformers <\/span>\n<\/code><\/pre>\n<p>\u63a5\u7740\u70b9\u51fb\u6267\u884c\uff0c\u67e5\u770b\u6548\u679c\uff08\u76f8\u540c\u5219\u6210\u529f\uff09\uff1a<\/p>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/7255404f24d14c89cb0fbc6bee00beba.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">colab<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-colab code-block-extension-codeShowNum\" lang=\"colab\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">from transformers import pipeline # pipeline \u6d3e\u53d1\u6a21\u5757<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">classifer = pipeline('sentiment-analysis') # \u60c5\u611f\u5206\u6790<\/span>\n<\/code><\/pre>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/299f5b7f97b515e40ba7dc6e2a9595fb.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n\n\u9700\u8981\u6ce8\u610f\u7684\u662fpython\u548cJS\u7684\u8bed\u6cd5\u6709\u70b9\u7c7b\u4f3c\u4f46\u4e5f\u6709\u4e0d\u540c \u8fd9\u91cc\u7684\u4ee3\u7801\u610f\u601d\u662f\u4ece\u62b1\u62b1\u8138\u63d0\u4f9b\u7684PIP\u4e2d\u5bfc\u5165pipelin\u6a21\u5757\u7528\u4e8e\u60c5\u611f\u5206\u6790\uff0c\u6211\u4eec\u70b9\u51fb\u8fd0\u884c\u6309\u94ae\u67e5\u770b\u6267\u884c\u7ed3\u679c\uff1a<\/p>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/bdca33d2a6220fae1184a1c2760585ba.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n\n<p>\u5230\u4e86\u8fd9\u91cc\u6211\u4eec\u7684\u5bfc\u5165\u5c31\u6210\u529f\u4e86\uff0c\u63a5\u4e0b\u6765\u6211\u4eec\u5f00\u59cb\u8f93\u5165\u4ee3\u7801<\/p>\n<p>\u4ee3\u7801\u683c\u5f0f\u4e3a\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">colab<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-colab code-block-extension-codeShowNum\" lang=\"colab\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">result = classifer('\u8f93\u5165\u8bed\u53e5\u8bcd\u8bed')<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">result \/\/\u7528\u6765\u8c03\u7528<\/span>\n<\/code><\/pre>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/0bfaa70809cd546026cb267b9eeb0553.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n\n\u6700\u540e\u6211\u4eec\u70b9\u51fb\u6267\u884c\uff0c\u8bf7\u770b\u6548\u679c\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/a8350d9180da38531d88f563df339d70.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n<\/p>\n<p>\u5e76\u4e14\u6211\u4eec\u518d\u5bfc\u5165\u4e2d\u6587\u6a21\u578b\uff0c\u5c06\u6211\u4eec\u7684\u8f93\u5165\u7684\u4e2d\u6587\u7ffb\u8bd1\u6210\u82f1\u8bed\u8fd9\u6837\u53ef\u4ee5\u907f\u514d\u8bed\u8a00\u8f6c\u6362\u5bfc\u81f4\u7684\u8bed\u4e49\u5dee\u5f02\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">colab<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-colab code-block-extension-codeShowNum\" lang=\"colab\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"># \u4e2d\u6587\u6a21\u578b \u5927\u4f17\u70b9\u8bc4\u7684\u4ebf\u4e07\u6761\u6570\u636e\u8bad\u7ec3\u51fa\u6765\u7684<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">classifer = pipeline('sentiment-analysis',<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">model=\"uer\/roberta-base-finetuned-dianping-chinese\")<\/span>\n<\/code><\/pre>\n<p>\u70b9\u51fb<code>\u8fd0\u884c<\/code><\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/85704a500b31510457cf5f3516b4e7d1.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n<\/p>\n<p>\u5982\u679c\u6548\u679c\u548c\u6211\u4e00\u6837\u5219\u8bf4\u660e\u8fd0\u884c\u6210\u529f\uff01<\/p>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/07ec39f7db0ae8a9ec668add5de5ef60.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n\n<p>\u63a5\u4e0b\u6765\u6211\u4eec\u518d\u6d4b\u8bd5\u4ee5\u4e0b\u4e2d\u5348\u8bcd\u8bed\u7684\u60c5\u611f\u5206\u6790\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">colab<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-colab code-block-extension-codeShowNum\" lang=\"colab\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">result = classifer(\"\u9065\u9065\u9886\u5148\")<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">print(result)<\/span>\n<\/code><\/pre>\n<p>\u70b9\u51fb<code>\u8fd0\u884c<\/code>\uff0c\u67e5\u770b<code>\u7ed3\u679c<\/code><\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/04190907a43895d606096512919e29a7.png\" alt=\"1699433713990.jpg\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/9692958f0244c05f4d6c874bdd029c43.png\" alt=\"\u56fe\u7247.png\" \/><\/figure>\n<\/p>\n<h1 data-id=\"heading-7\">\u7ed3\u8bed<\/h1>\n<p>\u5230\u8fd9\u91cc\u6211\u4eec\u4eca\u5929\u7684\u5185\u5bb9\u5c31\u5206\u4eab\u7ed3\u675f\u5566<\/p>\n<p>\u611f\u8c22\u5404\u4f4d\u8bfb\u8005\u89c2\u770b\uff0c\u5982\u679c\u611f\u89c9\u6709\u6536\u83b7\u7684\u8bdd\uff0c\u7ed9\u4f5c\u8005\u70b9\u4e2a\u8d5e\u652f\u6301\u4e00\u4e0b\u5427\u3002<\/p>\n<p>\u540e\u7eed\u4f5c\u8005\u4f1a\u6301\u7eed\u66f4\u65b0\u65b0\u7684\u5185\u5bb9\u548c\u6709\u7528\u7684\u5e72\u8d27\uff0c\u6536\u85cf+\u5173\u6ce8 Coding\u4e0d\u8ff7\u8def\uff01<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5e8f\u8a00 \u5728\u6700\u8fd1GPT\u53d1\u5e03\u4f1a\u900f\u9732\u7684\u6d88\u606f\u4e2d\uff0c\u6b63\u5f0f\u6380\u8d77\u4e86AIGC\u65f6\u4ee3\u7684\u5f00\u5e55\uff0c\u76f8\u6bd4\u4e8e\u4e4b\u524d\u7684GPT-4\u8fd9\u6b21\u66f4\u65b0\u7684\u53ef\u4ee5\u8bf4\u662f\u5f7b\u5e95\u5c06GPT\u4ece\u5185\u6d4b\u671f\u95f4\u7684\u670d\u52a1\u4e8e\u90e8\u5206\u7fa4\u4f53\u8f6c\u5165\u5230\u5927\u4f17\u89c6\u91ce\uff0c\u4e0d\u4ec5\u662f\u4ef7\u683c\u7684\u964d\u4f4e\uff0c\u66f4\u8fd8\u6709\u6027\u80fd\u7684\u4f18\u5316\uff0c\u4e3e<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"2","footnotes":""},"categories":[3],"tags":[126,127,128,129,136],"collection":[],"class_list":["post-1413","post","type-post","status-publish","format-standard","hentry","category-fenlei2","tag-gpt","tag-ai","tag-128","tag-129","tag-136"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1413","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1413"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1413\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1413"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1413"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1413"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1413"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}