{"id":2925,"date":"2025-09-05T15:14:30","date_gmt":"2025-09-05T07:14:30","guid":{"rendered":"https:\/\/www.ruianding.com\/blog\/?p=2925"},"modified":"2026-02-07T15:10:28","modified_gmt":"2026-02-07T07:10:28","slug":"biz-vocab-learnbot","status":"publish","type":"post","link":"https:\/\/www.ruianding.com\/blog\/biz-vocab-learnbot\/","title":{"rendered":"\ud83d\udcd1 \u6bcf\u65e5\u5546\u52a1\u82f1\u8bed\u5b66\u4e60\u63a8\u9001\u673a\u5668\u4eba &#8211; \u7b2c\u4e00\u8f91"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>\u9879\u76ee\u76ee\u6807<\/strong><\/h2>\n\n\n\n<p>\u5728\u5df2\u6709\u725b\u9a6c\u5de5\u4f5c\u63d0\u9192\u673a\u5668\u4eba\u3001\u70ed\u641c\u738b\u673a\u5668\u4eba\u7684\u52a0\u6301\u4e0b\uff0c\u4e0a\u73ed\u5df2\u7ecf\u53d8\u5f97\u5f88\u6709\u8da3\u4e86\u3002\u4f46\u6211\u4eec\u4f5c\u4e3a\u4e13\u4e1a\u7684\u804c\u573a\u4eba\uff0c\u4e0d\u80fd\u505c\u4e0b\u5b66\u4e60\u7684\u811a\u6b65\uff0c\u56e0\u6b64\u5546\u52a1\u82f1\u8bed\u5b66\u4e60\u673a\u5668\u4eba\u9879\u76ee\u5e94\u8fd0\u800c\u751f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b66\u4e60\u6a21\u5757<\/strong>\uff1a\u6bcf\u5929\u63a8\u9001 5 \u4e2a\u5546\u52a1\u82f1\u8bed\u5355\u8bcd\/\u77ed\u8bed\uff08\u9644\u4e2d\u6587\u89e3\u91ca\u4e0e\u82f1\u6587\u4f8b\u53e5\uff09\u3002<\/li>\n\n\n\n<li><strong>\u590d\u4e60\u6a21\u5757<\/strong>\uff1a\u968f\u673a\u62bd\u53d6 10 \u4e2a\u5df2\u5b66\u4e60\u7684\u8bcd\u6c47\u8fdb\u884c\u590d\u4e60\uff0c\u5f62\u5f0f\u4e3a\u4e92\u52a8\u9898\uff0c\u5982\u201c\u7ed9\u4e2d\u6587\u63d0\u793a\uff0c\u7528\u6237\u7b54\u82f1\u6587\u5355\u8bcd\u201d\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-cyan-bluish-gray-color has-alpha-channel-opacity has-cyan-bluish-gray-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u65b9\u6848\u5bf9\u6bd4<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u65b9\u6848\u4e00\uff1aAI \u52a8\u6001\u751f\u6210<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9e\u73b0\u65b9\u5f0f<\/strong>\uff1a\u8c03\u7528 AI \u63a5\u53e3\u5b9e\u65f6\u751f\u6210\u5355\u8bcd\u3001\u4e2d\u6587\u89e3\u91ca\u4e0e\u4f8b\u53e5\uff1b\u540c\u65f6\u4f7f\u7528 SQL \u6570\u636e\u5e93\u5b58\u50a8\u5df2\u5b66\u8bcd\u6c47\uff0c\u7528\u4e8e\u53bb\u91cd\u548c\u590d\u4e60\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u70b9<\/strong>\uff1a\u5185\u5bb9\u7075\u6d3b\u3001\u53ef\u65e0\u9650\u6269\u5c55\uff0c\u65e0\u9700\u63d0\u524d\u51c6\u5907\u5b8c\u6574\u8bcd\u5e93\u3002<\/li>\n\n\n\n<li><strong>\u7f3a\u70b9<\/strong>\uff1a\u4f9d\u8d56 AI \u5e73\u53f0\uff0c\u5b58\u5728<strong>\u63a5\u53e3\u8d39\u7528<\/strong>\u548c<strong>\u670d\u52a1\u5668\u6027\u80fd\u5f00\u9500<\/strong>\uff1b\u751f\u6210\u5185\u5bb9<strong>\u4e00\u81f4\u6027<\/strong>\u548c\u8d28\u91cf\u53ef\u80fd\u4e0d\u7a33\u5b9a\u3002<\/li>\n\n\n\n<li><strong>\u9002\u7528\u573a\u666f<\/strong>\uff1a\u9002\u5408\u9700\u8981\u52a8\u6001\u3001\u4e2a\u6027\u5316\u5185\u5bb9\uff0c\u4f46\u9700\u627f\u62c5\u989d\u5916\u6210\u672c\u4e0e\u670d\u52a1\u5668\u538b\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u65b9\u6848\u4e8c\uff1a\u56fa\u5b9a\u8bcd\u5e93\u9a71\u52a8 \u2705\uff08\u6211\u4f7f\u7528\u7684\uff09<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9e\u73b0\u65b9\u5f0f<\/strong>\uff1a\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u9884\u5148\u5c06\u5546\u52a1\u82f1\u8bed\u8bcd\u6c47\u5b58\u5165 SQL \u6570\u636e\u5e93\uff0c\u5305\u62ec\u4e2d\u6587\u89e3\u91ca\u548c\u4f8b\u53e5\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u8868\u589e\u52a0\u72b6\u6001\u5b57\u6bb5\uff0c\u5982\u662f\u5426\u5df2\u5b66\u4e60\u3001\u662f\u5426\u5f85\u590d\u4e60\u3002<\/li>\n\n\n\n<li>\u673a\u5668\u4eba\u6bcf\u5929\u4ece\u6570\u636e\u5e93\u62bd\u53d6\u8bcd\u6761\u8fdb\u884c\u63a8\u9001\u4e0e\u590d\u4e60\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u4f18\u70b9<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u7a33\u5b9a\u6027\u9ad8\uff0c\u4e0d\u4f9d\u8d56 AI \u63a5\u53e3\uff0c\u63a8\u9001\u5185\u5bb9\u53ef\u63a7\u3002<\/li>\n\n\n\n<li>\u6210\u672c\u4f4e\uff0c\u8fd0\u884c\u5f00\u9500\u6781\u5c0f\u3002<\/li>\n\n\n\n<li>\u6613\u6269\u5c55\uff0c\u53ef\u5728\u6b64\u57fa\u7840\u4e0a\u63a5\u5165 AI \u81ea\u52a8\u751f\u6210\u8865\u5145\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7f3a\u70b9<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u524d\u671f\u9700\u8981\u6536\u96c6\u3001\u6e05\u6d17\u8bcd\u5e93\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u5185\u5bb9\u76f8\u5bf9\u56fa\u5b9a\uff0c\u6269\u5c55\u6027\u4e0d\u5982\u52a8\u6001\u751f\u6210\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5c0f\u7ed3<\/strong>\uff1a\u5148\u671f\u4e0a\u7ebf\u53ca\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u63a8\u8350\u65b9\u6848\u4e8c\uff0c\u540e\u7eed\u53ef\u7ed3\u5408 AI \u8fdb\u884c\u589e\u5f3a\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-cyan-bluish-gray-color has-alpha-channel-opacity has-cyan-bluish-gray-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u6570\u636e\u5e93\u8bbe\u8ba1<\/strong><\/h2>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"sql\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Create Table: CREATE TABLE `business_vocab` (\n  `id` int NOT NULL AUTO_INCREMENT,\n  `term` varchar(255) NOT NULL COMMENT '\u82f1\u6587\u5355\u8bcd\u6216\u77ed\u8bed',\n  `part_of_speech` varchar(50) DEFAULT NULL COMMENT '\u8bcd\u6027\uff08\u5982n.\u3001v.\u3001adj.\uff09',\n  `translation` text NOT NULL COMMENT '\u4e2d\u6587\u89e3\u91ca',\n  `example_sentence` text NOT NULL COMMENT '\u82f1\u6587\u4f8b\u53e5',\n  `example_chinese` text COMMENT '\uff08\u53ef\u9009\uff09\u4e2d\u6587\u4f8b\u53e5\u7ffb\u8bd1',\n  `learned` tinyint(1) DEFAULT '0' COMMENT '\u662f\u5426\u5df2\u5b66\u4e60',\n  `needs_review` tinyint(1) DEFAULT '0' COMMENT '\u662f\u5426\u6807\u8bb0\u4e3a\u5f85\u590d\u4e60',\n  `learn_date` date DEFAULT NULL COMMENT '\u9996\u6b21\u5b66\u4e60\u65e5\u671f',\n  `review_count` int DEFAULT '0' COMMENT '\u590d\u4e60\u6b21\u6570',\n  `last_review_date` date DEFAULT NULL COMMENT '\u4e0a\u6b21\u590d\u4e60\u65e5\u671f',\n  PRIMARY KEY (`id`),\n  UNIQUE KEY `unique_term` (`term`)\n) ENGINE=InnoDB AUTO_INCREMENT=512 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u6570\u636e\u6293\u53d6\u4e0e\u6e05\u6d17<\/strong><\/h2>\n\n\n\n<p>1. <strong>\u6570\u636e\u6765\u6e90<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/english.koolearn.com\/20170619\/821129.html\">BEC \u5546\u52a1\u82f1\u8bed\u521d\u7ea7\u5fc5\u5907 2000 \u4e2a\u8bcd\u6c47<\/a>\uff0c\u6309\u5b57\u6bcd A\u2013Z \u5206\u7c7b\u3002<s>\uff08\u8fd9\u91cc\u5410\u69fd\u4e00\u4e0b\u8fd9\u4e2a\u7f51\u7ad9\uff0c\u5b9e\u9645\u51e0\u4e2a\u9875\u9762\u6293\u53bb\u4e0b\u6765\u6839\u672c\u6ca1\u67092000\u4e2a\u8bcd\uff09<\/s><\/li>\n<\/ul>\n\n\n\n<p>2. <strong>\u6e05\u6d17\u6b65\u9aa4<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53bb\u9664\u91cd\u590d\u8bcd\u6761<\/li>\n\n\n\n<li>\u4fdd\u7559\u82f1\u6587\u4f8b\u53e5\uff0c\u4e2d\u6587\u7f3a\u5931\u65f6\u586b\u5145\u201c\u6682\u65e0\u4f8b\u53e5\u201d<\/li>\n\n\n\n<li>\u9075\u5b88\u7f51\u7ad9 robots.txt \u53cd\u722c\u534f\u8bae<\/li>\n\n\n\n<li>\u683c\u5f0f\u5316\u4e3a SQL \u53ef\u5bfc\u5165\u683c\u5f0f<\/li>\n<\/ul>\n\n\n\n<p>3. <strong>\u4f8b\u53e5\u8865\u5168<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u5f00\u6e90\u7684 Tatoeba Api <a href=\"https:\/\/tatoeba.org\/en\/api_v0\/search?from=%7bfrom_lang%7d&amp;query=%7bword%7d&amp;to=%7bto_lang%7d\">https:\/\/tatoeba.org\/en\/api_v0\/search?from={from_lang}&amp;query={word}&amp;to={to_lang}<\/a><\/li>\n\n\n\n<li>\u6838\u5fc3\u4f18\u5316\uff1a\n<ul class=\"wp-block-list\">\n<li>\u6709\u82f1\u6587\u5c31\u4fdd\u7559<\/li>\n\n\n\n<li>\u4e2d\u6587\u7f3a\u5931\u5219\u586b\u5145\u9ed8\u8ba4\u503c \u6682\u65e0\u4e2d\u6587\u7ffb\u8bd1<\/li>\n\n\n\n<li>\u589e\u52a0\u65e5\u5fd7\u63d0\u793a\u533a\u5206\u5b8c\u6574\u4f8b\u53e5\u548c\u4ec5\u82f1\u6587\u4f8b\u53e5<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5355\u8bf7\u6c42\u793a\u4f8b\uff1a<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"70\" src=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-8-1024x70.png\" alt=\"\" class=\"wp-image-2930\" srcset=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-8-1024x70.png 1024w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-8-300x20.png 300w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-8-768x52.png 768w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-8-1536x105.png 1536w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-8-2048x140.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>4. <strong>\u6279\u91cf\u5bfc\u5165 MySQL<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f18\u5316\u811a\u672c v2\uff0c\u5b9e\u73b0\u82f1\u6587\u4f8b\u53e5\u4fdd\u7559\u3001\u4e2d\u6587\u7f3a\u5931\u586b\u5145<\/li>\n\n\n\n<li>\u4f7f\u7528 UPDATE \u548c SELECT \u5206\u6279\u5904\u7406\u672a\u586b\u5145\u4f8b\u53e5\u7684\u8bcd\u6c47<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5237\u5e93\/\u521d\u59cb\u5316\u5b57\u6bb5\u8bed\u53e5\uff1a<\/strong><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">UPDATE business_vocab\nSET learned = 0,\n    needs_review = 1,\n    learn_date = NULL,\n    review_count = 0,\n    last_review_date = NULL;<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u6838\u5fc3\u6e05\u6d17\u811a\u672c\uff08v2 \u4eae\u70b9\uff09<\/strong><\/h2>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u6838\u5fc3\u529f\u80fd\uff1a\n# 1\ufe0f\u20e3 \u67e5\u8be2\u672a\u586b\u5145\u4f8b\u53e5\u7684\u8bcd\u6c47\n# 2\ufe0f\u20e3 \u8c03\u7528 Tatoeba API \u83b7\u53d6\u82f1\u6587\u4f8b\u53e5\u548c\u4e2d\u6587\u7ffb\u8bd1\n# 3\ufe0f\u20e3 \u4e2d\u6587\u7f3a\u5931\u65f6\u586b\u5145\u9ed8\u8ba4\u503c\n# 4\ufe0f\u20e3 \u65e5\u5fd7\u533a\u5206\u201c\u5b8c\u6574\u4f8b\u53e5\u201d\u548c\u201c\u4ec5\u82f1\u6587\u201d\n# 5\ufe0f\u20e3 \u66f4\u65b0\u5230 MySQL\n\ndef query_tatoeba_example(word, from_lang=\"eng\", to_lang=\"cmn\"):\n    ...\n    # \u8fd4\u56de\u683c\u5f0f\uff1a\n    # {\"example_sentence\": \"\u82f1\u6587\u4f8b\u53e5\", \"example_chinese\": \"\u4e2d\u6587\u7ffb\u8bd1\u6216\u9ed8\u8ba4\u503c\"}<\/pre>\n\n\n\n<p><strong>\u65e5\u5fd7\u793a\u4f8b<\/strong>\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u2705 \u5355\u8bcd[abroad] \u6210\u529f\u83b7\u53d6\u5b8c\u6574\u4f8b\u53e5\uff08\u82f1\u6587\uff1aAbroad is...\uff09\n\u2139\ufe0f \u5355\u8bcd[absenteeism] \u83b7\u53d6\u5230\u82f1\u6587\u4f8b\u53e5\uff0c\u4e2d\u6587\u7f3a\u5931\uff08\u82f1\u6587\uff1aAbsenteeism refers to...\uff09\n\u274c \u5355\u8bcd[nonexistent] \u672a\u627e\u5230\u4efb\u4f55\u82f1\u6587\u4f8b\u53e5<\/pre>\n\n\n\n<p><br><strong>\u5237\u5e93\u903b\u8f91<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u67e5\u8be2 example_sentence = &#8216;\u6682\u65e0\u4f8b\u53e5&#8217; \u7684\u8bb0\u5f55<\/li>\n\n\n\n<li>\u8c03\u7528 API \u8865\u5168<\/li>\n\n\n\n<li>\u66f4\u65b0 example_sentence \u548c example_chinese<\/li>\n\n\n\n<li>\u81ea\u52a8\u63d0\u4ea4\u4e8b\u52a1\uff0c\u5f02\u5e38\u56de\u6eda<\/li>\n<\/ul>\n\n\n\n<p><strong>V1 \u811a\u672c\u7ed3\u679c\u793a\u4f8b\uff1a<a href=\"https:\/\/github.com\/rainding0311\/biz_vocab_reminder_bot\/blob\/main\/business_vocab_example_query_v1.py\">business_vocab_example_query_v1.py<\/a><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"864\" src=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-9-1024x864.png\" alt=\"\" class=\"wp-image-2931\" style=\"width:307px;height:auto\" srcset=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-9-1024x864.png 1024w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-9-300x253.png 300w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-9-768x648.png 768w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-9.png 1244w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>V2 \u811a\u672c\u7ed3\u679c\u793a\u4f8b\uff1a<a href=\"https:\/\/github.com\/rainding0311\/biz_vocab_reminder_bot\/blob\/main\/business_vocab_example_query_v2.py\">business_vocab_example_query_v2.py<\/a><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"516\" src=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-10-1024x516.png\" alt=\"\" class=\"wp-image-2932\" style=\"width:343px;height:auto\" srcset=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-10-1024x516.png 1024w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-10-300x151.png 300w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-10-768x387.png 768w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-10-1536x774.png 1536w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-10.png 1636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>SQL \u5199\u5165\u4e2d\u82f1\u6587\u4f8b\u53e5\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"714\" src=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-11-1024x714.png\" alt=\"\" class=\"wp-image-2933\" style=\"width:327px;height:auto\" srcset=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-11-1024x714.png 1024w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-11-300x209.png 300w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-11-768x536.png 768w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-11.png 1176w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u6e05\u6d17\u65f6\u9047\u5230\u7684\u95ee\u9898<\/h3>\n\n\n\n<p>\u90e8\u5206\u5355\u8bcd\u88ab\u6e05\u6d17\u5230\u4e86\u4e0a\u4e2a\u5355\u8bcd\u7684translation\u4e2d<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"386\" src=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-12-1024x386.png\" alt=\"\" class=\"wp-image-2934\" style=\"width:780px;height:auto\" srcset=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-12-1024x386.png 1024w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-12-300x113.png 300w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-12-768x290.png 768w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-12-1536x579.png 1536w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-12.png 1840w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4f7f\u7528 <a href=\"https:\/\/github.com\/rainding0311\/biz_vocab_reminder_bot\/blob\/main\/sql_wrong_washer.py\">sql_wrong_washer.py<\/a> \u811a\u672c\u518d\u6b21\u6e05\u6d17\u3001\u4fee\u6b63<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"617\" src=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-13-1024x617.png\" alt=\"\" class=\"wp-image-2935\" style=\"width:430px;height:auto\" srcset=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-13-1024x617.png 1024w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-13-300x181.png 300w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-13-768x463.png 768w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/image-13.png 1410w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-cyan-bluish-gray-color has-alpha-channel-opacity has-cyan-bluish-gray-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5b66\u4e60\u4e0e\u590d\u4e60\u903b\u8f91<\/strong><\/h2>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u5b66\u4e60\u63a8\u9001<\/strong>\uff1a\u6bcf\u65e5\u62bd\u53d6 5 \u6761 learned = FALSE<\/li>\n\n\n\n<li><strong>\u590d\u4e60\u63a8\u9001<\/strong>\uff1a\u968f\u673a\u62bd 10 \u6761 needs_review = TRUE\uff0c\u6743\u91cd\u6309\u590d\u4e60\u6b21\u6570\u8c03\u6574<\/li>\n\n\n\n<li><strong>\u6807\u8bb0\u5df2\u590d\u4e60<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">UPDATE business_vocab\nSET review_count = review_count + 1,\n    last_review_date = CURDATE()\nWHERE id IN (...)<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u98de\u4e66\u5361\u7247\u63a8\u9001<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u52a8\u6001\u751f\u6210 Markdown \u5361\u7247<\/li>\n\n\n\n<li>\u968f\u673a\u51b3\u5b9a\u201c\u4e2d\u6587\u63d0\u793a\u7b54\u82f1\u6587\u201d\u6216\u201c\u82f1\u6587\u63d0\u793a\u7b54\u4e2d\u6587\u201d<\/li>\n\n\n\n<li>\u5305\u542b\u4e0a\u6b21\u590d\u4e60\u65f6\u95f4\u3001\u4f8b\u53e5<\/li>\n<\/ul>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-columns-1da8a277\" class=\"wp-block-themeisle-blocks-advanced-columns has-2-columns has-desktop-equal-layout has-tablet-equal-layout has-mobile-collapsedRows-layout has-vertical-unset\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-b5553a4a\" class=\"wp-block-themeisle-blocks-advanced-column\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"954\" src=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab2-1024x954.png\" alt=\"\" class=\"wp-image-2939\" style=\"width:310px;height:auto\" srcset=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab2-1024x954.png 1024w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab2-300x279.png 300w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab2-768x715.png 768w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab2.png 1222w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u5f85\u5b66\u4e60\u8bcd\u8bed\u98de\u4e66\u5361\u7247\u793a\u4f8b<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-column-fbe12687\" class=\"wp-block-themeisle-blocks-advanced-column\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"606\" height=\"1024\" src=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab1-606x1024.png\" alt=\"\" class=\"wp-image-2940\" style=\"width:319px;height:auto\" srcset=\"https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab1-606x1024.png 606w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab1-177x300.png 177w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab1-768x1299.png 768w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab1-908x1536.png 908w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab1-1211x2048.png 1211w, https:\/\/www.ruianding.com\/blog\/wp-content\/uploads\/2025\/09\/vocab1.png 1216w\" sizes=\"auto, (max-width: 606px) 100vw, 606px\" \/><figcaption class=\"wp-element-caption\">\u5f85\u590d\u4e60\u8bcd\u8bed\u98de\u4e66\u5361\u7247\u793a\u4f8b<\/figcaption><\/figure>\n<\/div>\n<\/div><\/div>\n\n\n\n<p>\u5355\u6b21\u63a8\u9001\u811a\u672c\uff1a<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/rainding0311\/biz_vocab_reminder_bot\/blob\/main\/business_vocab_learner.py\">business_vocab_learner.py<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/rainding0311\/biz_vocab_reminder_bot\/blob\/main\/business_vocab_reviewer.py\">business_vocab_reviewer.py<\/a><\/p>\n\n\n\n<p>\u5faa\u73af\u7248\u811a\u672c\uff1a<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/rainding0311\/biz_vocab_reminder_bot\/blob\/main\/bizvocab_learner.py\">bizvocab_learner.py<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/rainding0311\/biz_vocab_reminder_bot\/blob\/main\/bizvocab_reviewer.py\">bizvocab_reviewer.py<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-cyan-bluish-gray-color has-alpha-channel-opacity has-cyan-bluish-gray-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u53ef\u6269\u5c55\u65b9\u5411<\/strong><\/h2>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>AI \u52a8\u6001\u751f\u6210\u4f8b\u53e5<\/li>\n\n\n\n<li>\u8bb0\u5fc6\u66f2\u7ebf\u7b97\u6cd5\u4f18\u5316\u590d\u4e60\u9891\u7387<\/li>\n\n\n\n<li>\u4e2a\u6027\u5316\u63a8\u9001\uff0c\u6839\u636e\u7528\u6237\u7b54\u9898\u60c5\u51b5\u8c03\u6574\u96be\u5ea6<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\u7edf\u8ba1\uff1a\u6bcf\u65e5\u5b66\u4e60\u91cf\u3001\u590d\u4e60\u91cf\u3001\u6b63\u786e\u7387\u7b49<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u603b\u7ed3<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6e05\u6d17\u4e0e\u5237\u5e93\u73af\u8282\u662f\u4fdd\u969c\u63a8\u9001\u8d28\u91cf\u7684\u5173\u952e<\/li>\n\n\n\n<li>v2 \u811a\u672c\u4f18\u5316\u4e86\u65e5\u5fd7\u63d0\u793a\u3001\u4e2d\u6587\u7f3a\u5931\u5904\u7406\u548c\u6279\u91cf\u66f4\u65b0\u903b\u8f91<\/li>\n\n\n\n<li>\u56fa\u5b9a\u8bcd\u5e93\u9a71\u52a8\u65b9\u6848\u4fdd\u8bc1\u7a33\u5b9a\u6027\uff0c\u540c\u65f6\u4e3a\u540e\u7eed AI \u6269\u5c55\u63d0\u4f9b\u57fa\u7840<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9879\u76ee\u76ee\u6807 \u5728\u5df2\u6709\u725b\u9a6c\u5de5\u4f5c\u63d0\u9192\u673a\u5668\u4eba\u3001\u70ed\u641c\u738b\u673a\u5668\u4eba\u7684\u52a0\u6301\u4e0b\uff0c\u4e0a\u73ed\u5df2\u7ecf\u53d8\u5f97\u5f88\u6709\u8da3\u4e86\u3002\u4f46\u6211\u4eec\u4f5c\u4e3a\u4e13\u4e1a\u7684\u804c\u573a\u4eba\uff0c\u4e0d\u80fd\u505c\u4e0b\u5b66\u4e60\u7684\u811a\u6b65\uff0c\u56e0\u6b64\u5546\u52a1\u82f1\u8bed\u5b66\u4e60\u673a\u5668\u4eba\u9879\u76ee\u5e94\u8fd0\u800c\u751f\u3002 \u65b9\u6848\u5bf9\u6bd4 \u65b9\u6848\u4e00\uff1aAI \u52a8\u6001\u751f\u6210 \u65b9\u6848\u4e8c\uff1a\u56fa\u5b9a\u8bcd\u5e93\u9a71\u52a8 \u2705\uff08\u6211\u4f7f\u7528\u7684\uff09 \u6570\u636e\u5e93\u8bbe\u8ba1 \u6570\u636e\u6293\u53d6\u4e0e\u6e05\u6d17 1. \u6570\u636e\u6765\u6e90 2. \u6e05\u6d17\u6b65\u9aa4 3. \u4f8b\u53e5\u8865\u5168 4. \u6279\u91cf\u5bfc\u5165 MySQL \u5237\u5e93\/\u521d\u59cb\u5316\u5b57\u6bb5\u8bed\u53e5\uff1a \u6838\u5fc3\u6e05\u6d17\u811a\u672c\uff08v2 \u4eae\u70b9\uff09 \u65e5\u5fd7\u793a\u4f8b\uff1a \u5237\u5e93\u903b\u8f91\uff1a V1 \u811a\u672c\u7ed3\u679c\u793a\u4f8b\uff1abusiness_vocab_example_query_v1.py V2 \u811a\u672c\u7ed3\u679c\u793a\u4f8b\uff1abusiness_vocab_example_query_v2.py SQL \u5199\u5165\u4e2d\u82f1\u6587\u4f8b\u53e5\uff1a \u6e05\u6d17\u65f6\u9047\u5230\u7684\u95ee\u9898 \u90e8\u5206\u5355\u8bcd\u88ab\u6e05\u6d17\u5230\u4e86\u4e0a\u4e2a\u5355\u8bcd\u7684translation\u4e2d \u4f7f\u7528 sql_wrong_washer.py \u811a\u672c\u518d\u6b21\u6e05\u6d17\u3001\u4fee\u6b63 \u5b66\u4e60\u4e0e\u590d\u4e60\u903b\u8f91 \u98de\u4e66\u5361\u7247\u63a8\u9001 \u5355\u6b21\u63a8\u9001\u811a\u672c\uff1a business_vocab_learner.py business_vocab_reviewer.py \u5faa\u73af\u7248\u811a\u672c\uff1a bizvocab_learner.py bizvocab_reviewer.py \u53ef\u6269\u5c55\u65b9\u5411 \u603b\u7ed3<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[13,1,10],"tags":[],"class_list":["post-2925","post","type-post","status-publish","format-standard","hentry","category-handyscripts","category-miscellaneous","category-tutorial"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\ud83d\udcd1 \u6bcf\u65e5\u5546\u52a1\u82f1\u8bed\u5b66\u4e60\u63a8\u9001\u673a\u5668\u4eba - \u7b2c\u4e00\u8f91 - \u6781\u7b80IT\uff5cSimpleIT<\/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.ruianding.com\/blog\/biz-vocab-learnbot\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta 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