{"id":40848,"date":"2022-11-29T22:03:12","date_gmt":"2022-12-30T16:55:41","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/"},"modified":"2024-04-29T03:00:29","modified_gmt":"2024-04-28T19:00:29","slug":"%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/","title":{"rendered":"\u4e00\u4e2aAI\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba"},"content":{"rendered":"<p>\u8fd9\u7bc7\u6587\u7ae0\u662f\u300a2016\u5e74\u804c\u4e1a\u5c11\u5973\u4e34\u65f6\u5de5Advent Calendar\u300b\u7b2c10\u5929\u7684\u6587\u7ae0\u3002<\/p>\n<h1>\u9996\u5148<\/h1>\n<p>\u7531\u4e8e\u8fd9\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u5fae\u5999\u7684AI\u95ee\u9898\uff0c\u6240\u4ee5\u6807\u9898\u53ef\u80fd\u4e5f\u662f\u9519\u8bef\u7684\u53ef\u80fd\u6027\u3002<br \/>\n\u6211\u6536\u96c6\u4e86Pro\u751f\u7684Twitter\u53d1\u8a00\uff0c\u5c1d\u8bd5\u5236\u4f5c\u4e86\u4e00\u4e2aPro\u751fChatBot\u3002<br \/>\n\u5982\u679c\u5728Slack\u4e2d\u8fd9\u6837\u53d1\u8a00\uff0cPro\u751f\u4f1a\u56de\u590d\u4f60\u8fd9\u6837\u7684\u4e1c\u897f\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d430937434c4406c9b102\/3-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-12-08 16.55.42.png\" \/><\/div>\n<h1>\u7ecf\u8fc7<\/h1>\n<p>\u5728\u516c\u53f8\u7684 Slack \u4e0a\uff0c\u6709\u4e00\u4e2a\u53eb\u505a\u67d0\u535a\u4e3b\u7684 Bot \u9891\u9053\u88ab\u521b\u5efa\u4e86\u51fa\u6765\uff0c\u542c\u8bf4\u4ed6\u6b63\u5728\u7528 Twitter \u5236\u4f5c ChatBot\u3002\u8fd9\u5c31\u610f\u5473\u7740\u6211\u4eec\u53ea\u80fd\u4ece Pro \u751f\u7684 Twitter \u4e0a\u5236\u4f5c ChatBot\uff01\u56e0\u6b64\uff0c\u6211\u4eec\u5f00\u59cb\u52a8\u624b\u5236\u4f5c\u4e86\u3002<\/p>\n<h1>\u8bd5\u8bd5\u505a\u4e00\u4e0b<\/h1>\n<p>\u636e\u8bf4\u53ef\u4ee5\u6309\u7167\u4ee5\u4e0b\u5927\u81f4\u6d41\u7a0b\u6765\u5236\u4f5c\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4f7f\u7528Twitter\u7684\u722c\u866b\u5c06\u53d1\u8a00\u5185\u5bb9\u6574\u7406\u5230\u6570\u636e\u5e93\u4e2d\uff0c<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5c06\u6570\u636e\u5e93\u7684\u6570\u636e\u8f93\u5165\u5230ElasticSearch\uff0c<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u4f7f\u7528Python\u7684SlackBot\u5c06\u53d1\u8a00\u5185\u5bb9\u4f20\u9012\u7ed9ElasticSearch\uff0c\u5e76\u5c06\u8fd4\u56de\u7684\u6587\u672c\u8f93\u51fa\u3002<\/ol>\n<p>\u7531\u4e8e\u51e0\u4e4e\u6240\u6709\u540c\u4e8b\u90fd\u5df2\u7ecf\u5236\u4f5c\u597d\u4e86\u9171\u6599\uff0c\u6240\u4ee5\u6211\u53ea\u662f\u76f4\u63a5\u4f7f\u7528\u4e86\u4ed6\u4eec\u7684\u9171\u6599\uff0c\u56e0\u6b64\u8fd9\u6b21\u8df3\u8fc7\u4e86\u8be6\u7ec6\u7684\u8bf4\u660e&#8230;<\/p>\n<h2>\u51c6\u5907\u597d<\/h2>\n<p>\u7531\u4e8e\u4e0d\u60f3\u5728\u672c\u673a\u4e0a\u8fd0\u884cElasticsearch\u7b49\uff0c\u6240\u4ee5\u8fd9\u6b21\u6211\u4eec\u5c06\u4f7f\u7528Vagrant\u5728CentOS\u4e0a\u8fdb\u884c\u8bbe\u7f6e\u5e76\u8fd0\u884c\u3002<\/p>\n<h3>Vagrant\u7684\u51c6\u5907\u5de5\u4f5c\uff08CentOS\uff09<\/h3>\n<pre class=\"post-pre\"><code>cd &lt;\u9069\u5f53\u306a\u30c7\u30a3\u30ec\u30af\u30c8\u30ea&gt;\r\nmkdir pronama-chan-bot &amp;&amp; cd $_\r\nvagrant init &lt;CentOS\u306eBox\u30d5\u30a1\u30a4\u30eb\u540d&gt;\r\nvagrant up\r\nvagrant ssh\r\nsudo yum update -y\r\n<\/code><\/pre>\n<p>\u4ece\u73b0\u5728\u5f00\u59cb\uff0c\u5728CentOS\u5185\u8fdb\u884c\u5de5\u4f5c\u3002<\/p>\n<h2>Java\u7684\u5b89\u88c5<\/h2>\n<p>\u7531\u4e8e\u5b89\u88c5\u6240\u8ff0\u7684\u5206\u6790\u5de5\u5177-kuromoji\u4f3c\u4e4e\u9700\u8981Java\uff0c\u56e0\u6b64\u9700\u8981\u5b89\u88c5Java\u3002<\/p>\n<pre class=\"post-pre\"><code>sudo yum install -y wget\r\nwget --no-check-certificate --no-cookies --header \"Cookie: oraclelicense=accept-securebackup-cookie\" http:\/\/download.oracle.com\/otn-pub\/java\/jdk\/8u65-b17\/jdk-8u65-linux-x64.rpm\r\nsudo rpm -ivh jdk-8u65-linux-x64.rpm\r\njava -version\r\n<\/code><\/pre>\n<h2>\u5b89\u88c5ElasticSearch<\/h2>\n<h3>\u203b ElasticSearch \u662f\u4ec0\u4e48<\/h3>\n<blockquote><p>\u636e\u8bf4Elastic\u516c\u53f8\u63d0\u4f9b\u4e86\u4e00\u79cd\u5168\u6587\u641c\u7d22\u5f15\u64ce\uff08\u7528\u4e8e\u4ece\u5927\u91cf\u6587\u6863\u6570\u636e\u4e2d\u641c\u7d22\u5305\u542b\u76ee\u6807\u8bcd\u7684\u6587\u6863\u6570\u636e\u7684\u673a\u5236\uff09\u3002<\/p><\/blockquote>\n<p>\u8bf7\u53c2\u8003\u8fd9\u4e2a\u94fe\u63a5\u8fdb\u884c\u5b89\u88c5<\/p>\n<pre class=\"post-pre\"><code>sudo rpm --import https:\/\/packages.elastic.co\/GPG-KEY-elasticsearch\r\nsudo vi \/etc\/yum.repos.d\/elasticsearch.repo\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>[elasticsearch-2.x]\r\nname=Elasticsearch repository for 2.x packages\r\nbaseurl=http:\/\/packages.elastic.co\/elasticsearch\/2.x\/centos\r\ngpgcheck=1\r\ngpgkey=http:\/\/packages.elastic.co\/GPG-KEY-elasticsearch\r\nenabled=1\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>sudo yum install -y elasticsearch\r\n<\/code><\/pre>\n<h3>\u5b89\u88c5ElasticSearch\u7684\u63d2\u4ef6<\/h3>\n<pre class=\"post-pre\"><code># \u65e5\u672c\u8a9e\u306e\u5168\u6587\u691c\u7d22\u5bfe\u5fdc\u306e\u305f\u3081\u306bkuromoji\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\nsudo \/usr\/share\/elasticsearch\/bin\/plugin install analysis-kuromoji\r\n\r\n# neologd\u3068\u3044\u3046ipa\u8f9e\u66f8\u306e\u62e1\u5f35\u7248\uff1f\u3068\u3084\u3089\u3092\u4f7f\u3046\u306e\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\nsudo \/usr\/share\/elasticsearch\/bin\/plugin install org.codelibs\/elasticsearch-analysis-kuromoji-neologd\/2.4.1\r\n\r\n# \u7d50\u679c\u3092Web\u30d6\u30e9\u30a6\u30b6\u3067\u898b\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u30d7\u30e9\u30b0\u30a4\u30f3\r\nsudo \/usr\/share\/elasticsearch\/bin\/plugin install polyfractal\/elasticsearch-inquisitor\r\n\r\n# ElasticSearch\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u304c\u51fa\u6765\u308b\u30d7\u30e9\u30b0\u30a4\u30f3\r\nsudo \/usr\/share\/elasticsearch\/bin\/plugin install royrusso\/elasticsearch-HQ\r\n<\/code><\/pre>\n<blockquote><p>\u203b \u6211\u5728\u641c\u7d22\u5f15\u64ce\u4e0a\u67e5\u627e\u5e76\u5199\u4e0b\u4e86\u6bcf\u4e2a\u63d2\u4ef6\u7684\u8bf4\u660e\uff0c\u6240\u4ee5\u53ef\u80fd\u5b58\u5728\u9519\u8bef\u7684\u53ef\u80fd\u6027m(_ _)m<\/p><\/blockquote>\n<h3>ElasticSearch\u7684\u914d\u7f6e\u8bbe\u5b9a<\/h3>\n<pre class=\"post-pre\"><code>sudo vi \/etc\/elasticsearch\/elasticsearch.yml\r\n<\/code><\/pre>\n<p>\u8bf7\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u66f4\u6539<\/p>\n<pre class=\"post-pre\"><code>http.compression: true\r\nnetwork.publish_host: \"0.0.0.0\"\r\nnetwork.host: \"0.0.0.0\"\r\nnetwork.bind_host: \"0.0.0.0\"\r\ntransport.tcp.port: 9300\r\ntransport.tcp.compress: true\r\nhttp.port: 9200\r\n<\/code><\/pre>\n<p>\u542f\u52a8\u8bbe\u7f6e<\/p>\n<pre class=\"post-pre\"><code>sudo chkconfig elasticsearch on\r\nsudo service elasticsearch start\r\n<\/code><\/pre>\n<h2>\u4f7f\u7528pyenv\u8fdb\u884cPython\u7684\u5b89\u88c5<\/h2>\n<pre class=\"post-pre\"><code>sudo yum install -y git\r\ngit clone https:\/\/github.com\/yyuu\/pyenv.git ~\/.pyenv\r\necho 'export PYENV_ROOT=\"$HOME\/.pyenv\"' &gt;&gt; ~\/.bash_profile\r\necho 'export PATH=\"$PYENV_ROOT\/bin:$PATH\"' &gt;&gt; ~\/.bash_profile\r\necho 'eval \"$(pyenv init -)\"' &gt;&gt; ~\/.bash_profile\r\nsource ~\/.bash_profile\r\npyenv install anaconda3-4.1.1\r\npyenv rehash\r\npyenv global anaconda3-4.1.1\r\npython --version\r\n<\/code><\/pre>\n<p>\u203b \u8fd9\u91cc\u53ea\u662f\u7b80\u5355\u89e3\u91ca\uff0c\u56e0\u4e3a\u6211\u4eec\u53ea\u662f\u7b80\u5355\u5730\u6267\u884c\u4e86\u540c\u4e8b\u7684\u6e90\u4ee3\u7801\u3002<\/p>\n<h2>\u6267\u884cTwitter\u722c\u866b<\/h2>\n<p>\u4f7f\u7528Python\u7684Twitter API\u5e93tweepy\uff0c\u83b7\u53d6\u8fc7\u53bb\u7684\u65f6\u95f4\u7ebf\u5e76\u5b58\u50a8\u5230\u6570\u636e\u5e93\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># Twitter API\u306e\u8a2d\u5b9a\r\n<\/span><span class=\"n\">auth<\/span> <span class=\"o\">=<\/span> <span class=\"n\">tweepy<\/span><span class=\"p\">.<\/span><span class=\"n\">OAuthHandler<\/span><span class=\"p\">(<\/span><span class=\"n\">CONSUMER_KEY<\/span><span class=\"p\">,<\/span> <span class=\"n\">CONSUMER_SECRET<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">auth<\/span><span class=\"p\">.<\/span><span class=\"n\">set_access_token<\/span><span class=\"p\">(<\/span><span class=\"n\">ACCESS_TOKEN<\/span><span class=\"p\">,<\/span> <span class=\"n\">ACCESS_SECRET<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">api<\/span> <span class=\"o\">=<\/span> <span class=\"n\">tweepy<\/span><span class=\"p\">.<\/span><span class=\"n\">API<\/span><span class=\"p\">(<\/span><span class=\"n\">auth<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># TL\u306e\u53d6\u5f97\uff08\u5168\u3066\u306eTL\u304c\u53d6\u5f97\u51fa\u6765\u308b\u307e\u3067\u4ee5\u4e0b\u3092\u5b9f\u884c\uff09\r\n<\/span><span class=\"n\">statuses<\/span> <span class=\"o\">=<\/span> <span class=\"n\">api<\/span><span class=\"p\">.<\/span><span class=\"n\">user_timeline<\/span><span class=\"p\">(<\/span><span class=\"s\">'pronama'<\/span><span class=\"p\">,<\/span> <span class=\"n\">max_id<\/span> <span class=\"o\">=<\/span> <span class=\"bp\">None<\/span><span class=\"p\">,<\/span> <span class=\"n\">count<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">200<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\">#\u3000\u3000\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092DB\u4fdd\u5b58\u7528\u306b\u52a0\u5de5\r\n# \u7701\u7565 \r\n<\/span>\r\n<span class=\"c1\"># \u53d6\u5f97\u3057\u305fTL\u3092DB\u306b\u4fdd\u5b58\r\n# \u7701\u7565\r\n<\/span><\/code><\/pre>\n<h2>\u5c06\u722c\u53d6\u7ed3\u679c\u7684\u6570\u636e\u5e93\u8f93\u5165ElasticSearch\u3002<\/h2>\n<h3>\u8bbe\u7f6e\u6a21\u677f\u5417\uff1f<\/h3>\n<p>\u5c06JSON\u8bbe\u7f6e\u4e3alocalhost:9200\/_template\/\uff0c\u7136\u540e\u5c31\u53ef\u4ee5\u4e86\u3002<br \/>\n\u5728\u6a21\u677f\u4e2d\u8bbe\u7f6e\u7d22\u5f15\u540d\u79f0\uff0c\u5e76\u8fdb\u884c\u4e86\u5982kuromoji\u7b49\u5206\u8bcd\u5668\u7684\u8bbe\u7f6e\u3002\u6211\u5bf9\u8fd9\u90e8\u5206\u8fd8\u4e0d\u592a\u4e86\u89e3\uff0c\u6240\u4ee5\u7a0d\u540e\u4f1a\u8fdb\u884c\u8c03\u67e5\uff08\u4e0d\u9700\u8981\u8fdb\u884c\u65d7\u6807\uff09\u3002<\/p>\n<h3>\u4e00\u65e6\u5220\u9664\u7d22\u5f15\u3002<\/h3>\n<p>\u5982\u679c\u5c06localhost:9200\/\u5220\u9664\uff0c\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n<h3>\u5c06\u4ece\u6570\u636e\u5e93\u4e2d\u53d6\u51fa\u7684\u6570\u636e\u6682\u65f6\u4fdd\u5b58\u5230JSON\u6587\u4ef6\u4e2d\u3002<\/h3>\n<p>\u4f7f\u7528Python\u5c06\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u4e3aJSON\u3002<\/p>\n<h3>\u5c06json\u6570\u636e\u8fdb\u884c\u6279\u91cf\u63d2\u5165<\/h3>\n<p>\u5728\u672c\u5730\u4e3b\u673a\u4e0a\u76849200\u7aef\u53e3\u4e0a\u901a\u8fc7POST\u65b9\u6cd5\u5c06&lt;json\u6570\u636e&gt;\u4ee5\u4e8c\u8fdb\u5236\u6570\u636e\u53d1\u9001\u5230\/speech\/_bulk\u3002<\/p>\n<p>\u56e0\u4e3a\u5230\u76ee\u524d\u4e3a\u6b62ElasticSearch\u672c\u8eab\u5e94\u8be5\u5df2\u7ecf\u5728\u8fd0\u884c\uff0c\u6240\u4ee5\u6211\u4eec\u5c1d\u8bd5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u786e\u8ba4\u7ed3\u679c\u662f\u5426\u8fd4\u56de\u3002<\/p>\n<pre class=\"post-pre\"><code>curl -XGET 'http:\/\/localhost:9200\/&lt;index_name&gt;\/_search?pretty' -d '\r\n{\r\n  \"query\": {\r\n      \"function_score\": {\r\n          \"functions\": [\r\n              {\r\n                  \"random_score\": {\r\n                    \"seed\" : \"999999999\"\r\n                  }\r\n              }\r\n          ], \r\n          \"query\": {\r\n              \"query_string\": {\r\n                  \"query\": \"text.kuromoji:\uff1c\u30c6\u30ad\u30b9\u30c8\uff1e^100 OR text.2gram:$\uff1c\u30c6\u30ad\u30b9\u30c8\uff1e^10\"\r\n              }\r\n          }, \r\n          \"score_mode\": \"multiply\"\r\n      }\r\n  }, \r\n  \"size\": 1, \r\n  \"sort\": {\r\n      \"_score\": {\r\n          \"order\": \"desc\"\r\n      }\r\n  }, \r\n  \"track_scores\": true\r\n}\r\n'\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d430937434c4406c9b102\/51-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-12-08 19.41.22.png\" \/><\/div>\n<p>\u592a\u597d\u5566\uff01\u867d\u7136\u56de\u5e94\u662f\u201cYa-hoo\u201d\uff0c\u4f46\u597d\u50cf\u8d77\u4f5c\u7528\u4e86\uff01<\/p>\n<h2>SlackBot\u7684\u8bbe\u7f6e<\/h2>\n<p>\u7136\u540e\uff0c\u5c06\u5176\u8bbe\u7f6e\u4e3aSlackBot\u3002<\/p>\n<h3>\u5728Slack\u4e0a\u6ce8\u518cBot\u7528\u6237<\/h3>\n<p>\u4f60\u53ef\u4ee5\u901a\u8fc7&#8221;Add Configuration&#8221;\u6765\u6ce8\u518cBot\u7528\u6237\u3002\u6bcf\u4e2a\u9879\u76ee\u90fd\u53ef\u4ee5\u968f\u610f\u586b\u5199\u3002\u672c\u6b21\u6211\u4eec\u5c06\u4ee5&#8221;@pronama_chan&#8221;\u7684\u540d\u5b57\u8fdb\u884c\u6ce8\u518c\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d430937434c4406c9b102\/57-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-12-08 13.49.30.png\" \/><\/div>\n<p>\u8bf7\u52a1\u5fc5\u5c06\u5728\u4e0b\u4e00\u4e2a\u9875\u9762\u663e\u793a\u7684\u201cAPI Token\u201d\u8bb0\u4e0b\u6765\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d430937434c4406c9b102\/59-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-12-08 13.50.09.png\" \/><\/div>\n<h3>\u5728Slack\u4e0a\u521b\u5efa\u4e00\u4e2aBot\u9891\u9053<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d430937434c4406c9b102\/61-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-12-08 13.48.20.png\" \/><\/div>\n<p>\u4e0d\u8981\u5fd8\u8bb0\u9080\u8bf7\u4f7f\u7528\u2191\u521b\u5efa\u7684@pronama_chan\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d430937434c4406c9b102\/63-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-12-08 13.52.25.png\" \/><\/div>\n<h3>\u521b\u9020\u4e00\u4e2aSlackBot<\/h3>\n<p>\u8ba9\u6211\u4eec\u4f7f\u7528Python\u7684Slackbot\u5e93\u521b\u5efa\u4e00\u4e2aSlack Bot\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">slackbot.bot<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Bot<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">slackbot.bot<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">respond_to<\/span><span class=\"p\">,<\/span><span class=\"n\">default_reply<\/span>\r\n\r\n<span class=\"n\">bot_response<\/span><span class=\"p\">(<\/span><span class=\"n\">userid<\/span><span class=\"p\">,<\/span> <span class=\"n\">word<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"c1\"># ElasticSearch\u306bPOST\u3059\u308b\r\n<\/span>    <span class=\"n\">response<\/span> <span class=\"o\">=<\/span> <span class=\"n\">requests<\/span><span class=\"p\">.<\/span><span class=\"n\">post<\/span><span class=\"p\">(<\/span>\r\n        <span class=\"s\">'http:\/\/{}\/{}\/_search'<\/span><span class=\"p\">.<\/span><span class=\"nb\">format<\/span><span class=\"p\">(<\/span><span class=\"n\">hostname<\/span><span class=\"p\">,<\/span> <span class=\"n\">index_name<\/span><span class=\"p\">),<\/span>\r\n        <span class=\"o\">&lt;<\/span><span class=\"n\">word\u304b\u3089\u751f\u6210\u3057\u305fElasticSearch\u306b\u6295\u3052\u308bJSON\u6587\u5b57\u5217<\/span><span class=\"o\">&gt;<\/span><span class=\"p\">.<\/span><span class=\"n\">encode<\/span><span class=\"p\">(<\/span><span class=\"s\">'utf-8'<\/span><span class=\"p\">))<\/span>\r\n\r\n    <span class=\"c1\"># POST\u3057\u305f\u3082\u306e\u304b\u3089\r\n<\/span>    <span class=\"k\">return<\/span> <span class=\"o\">&lt;<\/span><span class=\"n\">response\u304b\u3089hit\u3057\u305f\u6587\u5b57\u5217\u3092\u62bd\u51fa\u3057\u305f\u3082\u306e<\/span><span class=\"o\">&gt;<\/span>\r\n\r\n<span class=\"o\">@<\/span><span class=\"n\">respond_to<\/span><span class=\"p\">(<\/span><span class=\"s\">'(.*)'<\/span><span class=\"p\">)<\/span>\r\n<span class=\"k\">def<\/span> <span class=\"nf\">chat<\/span><span class=\"p\">(<\/span><span class=\"n\">message<\/span><span class=\"p\">,<\/span> <span class=\"n\">word<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"n\">response<\/span> <span class=\"o\">=<\/span> <span class=\"n\">bot_response<\/span><span class=\"p\">(<\/span><span class=\"n\">message<\/span><span class=\"p\">.<\/span><span class=\"n\">_get_user_id<\/span><span class=\"p\">(),<\/span> <span class=\"n\">word<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">message<\/span><span class=\"p\">.<\/span><span class=\"n\">reply<\/span><span class=\"p\">(<\/span><span class=\"n\">response<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">main<\/span><span class=\"p\">():<\/span>\r\n    <span class=\"n\">bot<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Bot<\/span><span class=\"p\">()<\/span>\r\n    <span class=\"n\">bot<\/span><span class=\"p\">.<\/span><span class=\"n\">run<\/span><span class=\"p\">()<\/span>\r\n\r\n<span class=\"k\">if<\/span> <span class=\"n\">__name__<\/span> <span class=\"o\">==<\/span> <span class=\"s\">\"__main__\"<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"n\">main<\/span><span class=\"p\">()<\/span>\r\n<\/code><\/pre>\n<h1>\u6211\u8bd5\u7740\u505a\u4e86\u4e00\u4e0b<\/h1>\n<h3>\u6211\u8bd5\u7740\u4eceSlack\u53d1\u9001<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d430937434c4406c9b102\/69-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-12-08 16.55.42.png\" \/><\/div>\n<p>\u5f00\u5fc3\u5730\u5927\u558a\uff1a\u7ec8\u4e8e\u6765\u4e86\uff01(\u2267\u25bd\u2266)\/<\/p>\n<h1>\u6700\u540e<\/h1>\n<p>\u5728Web\u4e0a\uff0c\u6211\u4f5c\u4e3a\u4e00\u4e2aAI\u521d\u5b66\u8005\uff0c\u7ec8\u4e8e\u6210\u529f\u5730\u521b\u5efa\u4e86\u540d\u4e3a\u201cProsei\u201d\u7684\u804a\u5929\u673a\u5668\u4eba\u3002\u867d\u7136\u4f7f\u7528\u4e86\u5e73\u65f6\u4e0d\u600e\u4e48\u7528\u5230\u7684\u6280\u672f\uff0c\u4f46\u662f\u611f\u89c9\u65e2\u6709\u8da3\u53c8\u7d2f\u4eba\u554a\u3002\u3002\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d430937434c4406c9b102\/73-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-12-08 20.20.36.png\" \/><\/div>\n<p>\u4ee5\u4e0a\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd9\u7bc7\u6587\u7ae0\u662f\u300a2016\u5e74\u804c\u4e1a\u5c11\u5973\u4e34\u65f6\u5de5Advent Calendar\u300b\u7b2c10\u5929\u7684\u6587\u7ae0\u3002 \u9996\u5148 \u7531\u4e8e\u8fd9\u672c\u8eab\u5c31\u662f\u4e00\u4e2a [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-40848","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4e00\u4e2aAI\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4e00\u4e2aai\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4e00\u4e2aAI\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba\" \/>\n<meta property=\"og:description\" content=\"\u8fd9\u7bc7\u6587\u7ae0\u662f\u300a2016\u5e74\u804c\u4e1a\u5c11\u5973\u4e34\u65f6\u5de5Advent Calendar\u300b\u7b2c10\u5929\u7684\u6587\u7ae0\u3002 \u9996\u5148 \u7531\u4e8e\u8fd9\u672c\u8eab\u5c31\u662f\u4e00\u4e2a [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4e00\u4e2aai\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2022-12-30T16:55:41+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-28T19:00:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d430937434c4406c9b102\/3-0.png\" \/>\n<meta name=\"author\" content=\"\u79d1, \u96c5\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u79d1, \u96c5\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/\",\"name\":\"\u4e00\u4e2aAI\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2022-12-30T16:55:41+00:00\",\"dateModified\":\"2024-04-28T19:00:29+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/41e222757cdd2a3365361328bd79970a\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4e00\u4e2aAI\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/41e222757cdd2a3365361328bd79970a\",\"name\":\"\u79d1, \u96c5\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/1b2d3e00a7df03689797ebd4af8c5827ba5af936849a71050ec331f4cf902c5d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/1b2d3e00a7df03689797ebd4af8c5827ba5af936849a71050ec331f4cf902c5d?s=96&d=mm&r=g\",\"caption\":\"\u79d1, \u96c5\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/keya\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u4e00\u4e2aAI\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba - Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/\u4e00\u4e2aai\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba\u3002\/","og_locale":"zh_CN","og_type":"article","og_title":"\u4e00\u4e2aAI\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba","og_description":"\u8fd9\u7bc7\u6587\u7ae0\u662f\u300a2016\u5e74\u804c\u4e1a\u5c11\u5973\u4e34\u65f6\u5de5Advent Calendar\u300b\u7b2c10\u5929\u7684\u6587\u7ae0\u3002 \u9996\u5148 \u7531\u4e8e\u8fd9\u672c\u8eab\u5c31\u662f\u4e00\u4e2a [&hellip;]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u4e00\u4e2aai\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba\u3002\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2022-12-30T16:55:41+00:00","article_modified_time":"2024-04-28T19:00:29+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d430937434c4406c9b102\/3-0.png"}],"author":"\u79d1, \u96c5","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u79d1, \u96c5","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/","name":"\u4e00\u4e2aAI\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2022-12-30T16:55:41+00:00","dateModified":"2024-04-28T19:00:29+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/41e222757cdd2a3365361328bd79970a"},"breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u4e00\u4e2aAI\u521d\u5b66\u8005\u5c1d\u8bd5\u5236\u4f5c\u4e13\u4e1a\u4eba\u751f\u5c0f\u59d0\u59d0\u673a\u5668\u4eba"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/41e222757cdd2a3365361328bd79970a","name":"\u79d1, \u96c5","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/1b2d3e00a7df03689797ebd4af8c5827ba5af936849a71050ec331f4cf902c5d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/1b2d3e00a7df03689797ebd4af8c5827ba5af936849a71050ec331f4cf902c5d?s=96&d=mm&r=g","caption":"\u79d1, \u96c5"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/keya\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%b8%80%e4%b8%aaai%e5%88%9d%e5%ad%a6%e8%80%85%e5%b0%9d%e8%af%95%e5%88%b6%e4%bd%9c%e4%b8%93%e4%b8%9a%e4%ba%ba%e7%94%9f%e5%b0%8f%e5%a7%90%e5%a7%90%e6%9c%ba%e5%99%a8%e4%ba%ba%e3%80%82\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/40848","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=40848"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/40848\/revisions"}],"predecessor-version":[{"id":76844,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/40848\/revisions\/76844"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=40848"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=40848"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=40848"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}