{"id":44870,"date":"2025-11-24T18:08:37","date_gmt":"2025-11-24T10:08:37","guid":{"rendered":"https:\/\/www.awoo.ai\/?p=44870"},"modified":"2025-11-24T18:08:39","modified_gmt":"2025-11-24T10:08:39","slug":"llm-genai","status":"publish","type":"post","link":"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/","title":{"rendered":"LLM \u8207\u751f\u6210\u5f0f AI \u4e00\u6b21\u770b\u61c2\uff1a\u539f\u7406\u3001\u5dee\u7570\u8207\u61c9\u7528\u61f6\u4eba\u5305"},"content":{"rendered":"\n<p>\u4f60\u53ef\u80fd\u5e38\u807d\u5230\u9019\u5e7e\u500b\u540d\u8a5e\uff1aLLM\uff08\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff09\u3001\u751f\u6210\u5f0f AI\u3001NLP\uff08\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff09\u3002<\/p>\n\n\n\n<p>\u4f46\u771f\u6b63\u8b93\u4eba\u56f0\u60d1\u7684\u901a\u5e38\u4e0d\u662f\u82f1\u6587\u7e2e\u5beb\uff0c\u800c\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b83\u5011\u5f7c\u6b64\u7684\u95dc\u4fc2\u662f\u4ec0\u9ebc\uff1f<\/li>\n\n\n\n<li>AI \u7522\u751f\u5167\u5bb9\u6642\uff0c\u4e2d\u9593\u5230\u5e95\u767c\u751f\u4e86\u4ec0\u9ebc\u4e8b\uff1f<\/li>\n\n\n\n<li>\u9664\u4e86 ChatGPT \u804a\u804a\u5929\u4ee5\u5916\uff0c\u5be6\u969b\u80fd\u7528\u5728\u54ea\u88e1\uff1f<\/li>\n\n\n\n<li>\u7528\u5f97\u4e0d\u5c0f\u5fc3\uff0c\u6703\u9047\u5230\u54ea\u4e9b\u98a8\u96aa\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u9019\u7bc7\u6587\u7ae0\u6703\u7167\u4ee5\u4e0b\u56db\u500b\u554f\u984c\u4f86\u62c6\u89e3\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>LLM\u3001\u751f\u6210\u5f0f AI\u3001NLP \u5230\u5e95\u5dee\u5728\u54ea\uff1f<\/li>\n\n\n\n<li>AI \u5982\u4f55\u7522\u751f\u5167\u5bb9\uff1f\u5f9e\u8cc7\u6599\u6e96\u5099\u5230\u8f38\u51fa\u7684\u904b\u4f5c\u6d41\u7a0b<\/li>\n\n\n\n<li>AI \u53ef\u4ee5\u904b\u7528\u5728\u54ea\u4e9b\u5834\u666f\uff1f<\/li>\n\n\n\n<li>\u4f7f\u7528 LLM \u751f\u6210\u5f0f AI \u6709\u54ea\u4e9b\u6ce8\u610f\u8981\u9ede\uff1f<\/li>\n<\/ol>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 counter-hierarchy 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href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#%E5%85%A7%E9%83%A8%E7%9F%A5%E8%AD%98%E5%BA%AB%E8%88%87%E5%B7%A5%E4%BD%9C%E5%8A%A9%E7%90%86%EF%BC%88Knowledge_Assistant%EF%BC%89\" >\u5167\u90e8\u77e5\u8b58\u5eab\u8207\u5de5\u4f5c\u52a9\u7406\uff08Knowledge Assistant\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#%E7%94%A2%E5%93%81%E8%88%87%E9%96%8B%E7%99%BC%E7%9A%84_AI_%E5%8A%A0%E5%80%BC%EF%BC%88%E6%8E%A8%E8%96%A6%E3%80%81%E6%90%9C%E5%B0%8B%E3%80%81%E7%A8%8B%E5%BC%8F%E7%A2%BC%E8%BC%94%E5%8A%A9%EF%BC%89\" >\u7522\u54c1\u8207\u958b\u767c\u7684 AI \u52a0\u503c\uff08\u63a8\u85a6\u3001\u641c\u5c0b\u3001\u7a0b\u5f0f\u78bc\u8f14\u52a9\uff09<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#%E4%BD%BF%E7%94%A8_LLM_%E7%94%9F%E6%88%90%E5%BC%8F_AI_%E9%9C%80%E8%A6%81%E6%B3%A8%E6%84%8F%E4%BB%80%E9%BA%BC%EF%BC%9F\" >\u4f7f\u7528 LLM \u751f\u6210\u5f0f AI \u9700\u8981\u6ce8\u610f\u4ec0\u9ebc\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#2_%E8%B3%87%E6%96%99%E8%88%87%E9%9A%B1%E7%A7%81%EF%BC%9A%E4%B8%8D%E8%A6%81%E4%B8%8D%E5%B0%8F%E5%BF%83%E6%8A%8A%E6%A9%9F%E5%AF%86%E4%BA%A4%E7%B5%A6%E5%88%A5%E4%BA%BA\" >2. \u8cc7\u6599\u8207\u96b1\u79c1\uff1a\u4e0d\u8981\u4e0d\u5c0f\u5fc3\u628a\u6a5f\u5bc6\u4ea4\u7d66\u5225\u4eba<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#3_%E7%89%88%E6%AC%8A%E8%88%87%E5%80%AB%E7%90%86%EF%BC%9A%E5%85%A7%E5%AE%B9%E6%98%AF_AI_%E7%94%9F%E7%9A%84%EF%BC%8C%E4%B8%8D%E4%BB%A3%E8%A1%A8%E5%B0%B1%E6%B2%92%E6%9C%89%E9%A2%A8%E9%9A%AA\" >3. \u7248\u6b0a\u8207\u502b\u7406\uff1a\u5167\u5bb9\u662f AI \u751f\u7684\uff0c\u4e0d\u4ee3\u8868\u5c31\u6c92\u6709\u98a8\u96aa<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#4_%E5%81%8F%E8%A6%8B%E8%88%87%E4%B8%8D%E7%95%B6%E8%BC%B8%E5%87%BA%EF%BC%9AAI_%E7%9A%84%E8%AA%AA%E6%B3%95%EF%BC%8C%E5%8F%AF%E8%83%BD%E5%BD%B1%E9%9F%BF%E5%BD%A2%E8%B1%A1%E8%88%87%E4%BF%A1%E4%BB%BB\" >4. \u504f\u898b\u8207\u4e0d\u7576\u8f38\u51fa\uff1aAI \u7684\u8aaa\u6cd5\uff0c\u53ef\u80fd\u5f71\u97ff\u5f62\u8c61\u8207\u4fe1\u4efb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#5_%E6%88%90%E6%9C%AC%E8%88%87%E6%95%88%E8%83%BD%EF%BC%9A%E4%B8%8D%E6%98%AF%E6%89%80%E6%9C%89%E4%BB%BB%E5%8B%99%E9%83%BD%E8%A6%81%E7%94%A8%E6%9C%80%E5%A4%A7%E3%80%81%E6%9C%80%E8%B2%B4%E3%80%81%E6%9C%80%E6%96%B0%E7%9A%84%E6%A8%A1%E5%9E%8B\" >5. \u6210\u672c\u8207\u6548\u80fd\uff1a\u4e0d\u662f\u6240\u6709\u4efb\u52d9\u90fd\u8981\u7528\u6700\u5927\u3001\u6700\u8cb4\u3001\u6700\u65b0\u7684\u6a21\u578b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#%E5%B8%B8%E8%A6%8B%E5%95%8F%E9%A1%8C_FAQ\" >\u5e38\u898b\u554f\u984c FAQ<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#Q_%E4%BB%80%E9%BA%BC%E6%98%AF_LLM%EF%BC%9F%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E5%88%B0%E5%BA%95%E5%9C%A8%E5%81%9A%E4%BB%80%E9%BA%BC%EF%BC%9F\" >Q. \u4ec0\u9ebc\u662f LLM\uff1f\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5230\u5e95\u5728\u505a\u4ec0\u9ebc\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#Q_LLM_%E5%92%8C_%E7%94%9F%E6%88%90%E5%BC%8F_AI_%E6%9C%89%E4%BB%80%E9%BA%BC%E5%B7%AE%E7%95%B0%EF%BC%9FLLM_%E7%AE%97%E4%B8%8D%E7%AE%97%E7%94%9F%E6%88%90%E5%BC%8F_AI%EF%BC%9F\" >Q. LLM \u548c \u751f\u6210\u5f0f AI \u6709\u4ec0\u9ebc\u5dee\u7570\uff1fLLM \u7b97\u4e0d\u7b97\u751f\u6210\u5f0f AI\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#Q_LLM%E3%80%81%E7%94%9F%E6%88%90%E5%BC%8F_AI%E3%80%81NLP_%E5%B7%AE%E5%9C%A8%E5%93%AA%E8%A3%A1%EF%BC%9F%E6%80%8E%E9%BA%BC%E5%BF%AB%E9%80%9F%E7%90%86%E8%A7%A3%E4%B8%89%E8%80%85%E9%97%9C%E4%BF%82%EF%BC%9F\" >Q. LLM\u3001\u751f\u6210\u5f0f AI\u3001NLP \u5dee\u5728\u54ea\u88e1\uff1f\u600e\u9ebc\u5feb\u901f\u7406\u89e3\u4e09\u8005\u95dc\u4fc2\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#Q_LLM_%E6%98%AF%E6%80%8E%E9%BA%BC%E7%94%A2%E7%94%9F%E4%B8%80%E6%AE%B5%E5%9B%9E%E7%AD%94%E7%9A%84%EF%BC%9F%E7%94%9F%E6%88%90%E6%96%87%E5%AD%97%E7%9A%84%E5%8E%9F%E7%90%86%E6%98%AF%E4%BB%80%E9%BA%BC%EF%BC%9F\" >Q. LLM \u662f\u600e\u9ebc\u7522\u751f\u4e00\u6bb5\u56de\u7b54\u7684\uff1f\u751f\u6210\u6587\u5b57\u7684\u539f\u7406\u662f\u4ec0\u9ebc\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#Q_%E7%94%9F%E6%88%90%E5%BC%8F_AI_%E5%8F%AF%E4%BB%A5%E7%94%A8%E5%9C%A8%E5%93%AA%E4%BA%9B%E5%AF%A6%E9%9A%9B%E6%87%89%E7%94%A8%E5%A0%B4%E6%99%AF%EF%BC%9F\" >Q. \u751f\u6210\u5f0f AI \u53ef\u4ee5\u7528\u5728\u54ea\u4e9b\u5be6\u969b\u61c9\u7528\u5834\u666f\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#Q_RAG_%E6%98%AF%E4%BB%80%E9%BA%BC%EF%BC%9F%E6%9C%89%E4%BB%80%E9%BA%BC%E7%94%A8%EF%BC%9F\" >Q. RAG \u662f\u4ec0\u9ebc\uff1f\u6709\u4ec0\u9ebc\u7528\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#Q_%E4%BB%80%E9%BA%BC%E6%98%AF_LLM_%E7%9A%84%E3%80%8C%E5%B9%BB%E8%A6%BA%E3%80%8D%EF%BC%88Hallucination%EF%BC%89%EF%BC%9F%E6%9C%83%E5%BD%B1%E9%9F%BF%E4%BD%BF%E7%94%A8%E5%97%8E%EF%BC%9F\" >Q. \u4ec0\u9ebc\u662f LLM \u7684\u300c\u5e7b\u89ba\u300d\uff08Hallucination\uff09\uff1f\u6703\u5f71\u97ff\u4f7f\u7528\u55ce\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#Q_LLM_%E7%94%9F%E6%88%90%E7%9A%84%E5%85%A7%E5%AE%B9%E6%9C%89%E7%89%88%E6%AC%8A%E5%95%8F%E9%A1%8C%E5%97%8E%EF%BC%9F%E5%95%86%E6%A5%AD%E7%94%A8%E9%80%94%E5%8F%AF%E4%BB%A5%E7%9B%B4%E6%8E%A5%E7%94%A8%E5%97%8E%EF%BC%9F\" >Q. LLM \u751f\u6210\u7684\u5167\u5bb9\u6709\u7248\u6b0a\u554f\u984c\u55ce\uff1f\u5546\u696d\u7528\u9014\u53ef\u4ee5\u76f4\u63a5\u7528\u55ce\uff1f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/llm-genai\/#Contact_Us\" >Contact Us<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLM%E3%80%81%E7%94%9F%E6%88%90%E5%BC%8F_AI%E3%80%81NLP_%E5%88%B0%E5%BA%95%E5%B7%AE%E5%9C%A8%E5%93%AA%EF%BC%9F\"><\/span><strong>LLM\u3001\u751f\u6210\u5f0f AI\u3001NLP \u5230\u5e95\u5dee\u5728\u54ea\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>NLP\uff08Natural Language Processing\uff0c\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff09\uff1a\u8b93\u96fb\u8166\u300c\u807d\u5f97\u61c2\u3001\u770b\u5f97\u61c2\u4eba\u985e\u8a9e\u8a00\u300d\u7684\u6574\u500b\u6280\u8853\u9818\u57df<br>LLM\uff08Large Language Model\uff0c\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff09\uff1a\u7531\u898f\u6a21\u8d85\u975e\u5e38\u9f90\u5927\u7684\u8a9e\u8a00\u8cc7\u6599\u8a13\u7df4\u800c\u6210\u7684AI\u6a21\u578b\uff0c\u7528\u4f86\u300c\u7406\u89e3\uff0b\u751f\u6210\u4eba\u985e\u8a9e\u8a00\u300d<\/p>\n\n\n\n<p>\u751f\u6210\u5f0f AI\uff08Generative AI\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff09\uff1a\u6240\u6709\u300c\u53ef\u4ee5\u81ea\u5df1\u5275\u9020\u65b0\u5167\u5bb9\u300d\u7684 AI \u5bb6\u65cf\u7d71\u7a31\uff08\u6587\u5b57\u3001\u5716\u7247\u3001\u97f3\u6a02\u3001\u5f71\u7247\u3001\u7a0b\u5f0f\u78bc\u90fd\u7b97\uff09<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E5%BC%B5%E8%A1%A8%E7%9C%8B%E6%87%82_NLP%E3%80%81LLM_%E8%88%87%E7%94%9F%E6%88%90%E5%BC%8F_AI\"><\/span><strong>\u4e00\u5f35\u8868\u770b\u61c2 NLP\u3001LLM \u8207\u751f\u6210\u5f0f AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><div class=\"table-responsive\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>\u9805\u76ee<\/strong><\/th><th><strong>NLP\uff08\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff09<\/strong><\/th><th><strong>LLM\uff08\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff09<\/strong><\/th><th><strong>\u751f\u6210\u5f0f AI<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u6838\u5fc3\u76ee\u6a19<\/td><td>\u8b93\u96fb\u8166\u7406\u89e3\u3001\u5206\u6790\u4eba\u985e\u8a9e\u8a00<\/td><td>\u7406\u89e3\u6587\u5b57\u8108\u7d61\uff0c\u4e26\u751f\u6210\u6d41\u66a2\u81ea\u7136\u7684\u6587\u5b57<\/td><td>\u5f9e\u8cc7\u6599\u4e2d\u5b78\u7fd2\u6a21\u5f0f\uff0c\u5275\u9020\u65b0\u7684\u5167\u5bb9\uff08\u6587\u5b57\u3001\u5716\u7247\u3001\u97f3\u6a02\u3001\u5f71\u7247\u3001\u7a0b\u5f0f\u78bc\u7b49\u2026\uff09<\/td><\/tr><tr><td>\u662f\u5426\u4e00\u5b9a\u6703\u300c\u751f\u6210\u300d<\/td><td>\u4e0d\u4e00\u5b9a\uff0c\u591a\u6578\u5728\u505a\u5206\u6790\u3001\u5224\u65b7<\/td><td>\u662f\uff0c\u4e3b\u8981\u7528\u65bc\u6587\u5b57\u751f\u6210\u8207\u5c0d\u8a71<\/td><td>\u662f\uff0c\u5c08\u9580\u7528\u4f86\u751f\u6210\u5404\u5f0f\u5167\u5bb9<\/td><\/tr><tr><td>\u8655\u7406\u5c0d\u8c61<\/td><td>\u6587\u5b57\u70ba\u4e3b\uff0c\u6709\u6642\u642d\u914d\u8a9e\u97f3\u8f49\u6587\u5b57<\/td><td>\u6587\u5b57\u3001\u591a\u8a9e\u8a00\u3001\u7a0b\u5f0f\u78bc<\/td><td>\u6587\u5b57\u3001\u5716\u7247\u3001\u5f71\u7247\u3001\u97f3\u8a0a\u30013D \u6a21\u578b\u7b49\u591a\u5a92\u9ad4<\/td><\/tr><tr><td>\u5e38\u898b\u4efb\u52d9<\/td><td>\u5206\u985e\u3001\u65b7\u8a5e\u3001\u60c5\u611f\u5206\u6790\u3001\u95dc\u9375\u5b57\u62bd\u53d6\u3001\u4e3b\u984c\u5efa\u6a21<\/td><td>\u5c0d\u8a71\u3001\u5beb\u6587\u7ae0\u3001\u6458\u8981\u3001\u7ffb\u8b6f\u3001\u7522\u751f\u7a0b\u5f0f\u78bc<\/td><td>\u751f\u5716\u3001\u5f71\u7247\u751f\u6210\u3001\u97f3\u6a02\u5275\u4f5c\u3001\u6a21\u64ec\u4eba\u8072\u3001\u7522\u751f\u8a2d\u8a08\u8349\u7a3f<\/td><\/tr><tr><td>\u4ee3\u8868\u6280\u8853<\/td><td>\u50b3\u7d71\u6a5f\u5668\u5b78\u7fd2\u3001Word2Vec\u3001BERT \u7b49<\/td><td>Transformer \u67b6\u69cb\u3001\u9810\u8a13\u7df4\uff0b\u5fae\u8abf\u3001\u96f6\u6a23\u672c\/\u5c11\u6a23\u672c\u5b78\u7fd2<\/td><td>GAN\u3001VAE\u3001Diffusion \u7b49\u751f\u6210\u6a21\u578b<\/td><\/tr><tr><td>\u5178\u578b\u5de5\u5177 \/ \u7522\u54c1<\/td><td>\u50b3\u7d71\u60c5\u7dd2\u5206\u6790\u7cfb\u7d71\u3001\u95dc\u9375\u5b57\u6a19\u8a3b\u5de5\u5177<\/td><td>ChatGPT\u3001Claude\u3001Gemini\u3001Llama\u3001DeepSeek \u7b49\u5927\u578b\u8a9e\u8a00\u6a21\u578b<\/td><td>Midjourney\u3001DALL\u00b7E\u3001Runway\u3001\u5404\u7a2e AI \u751f\u5716 \/ \u5f71\u7247 \/ \u97f3\u6a02\u5de5\u5177<\/td><\/tr><\/tbody><\/table><\/div><\/figure>\n\n\n\n<p>NLP\uff1a\u50cf\u662f\u300c\u6574\u5957\u8a9e\u8a00\u79d1\u5b78\u8207\u5de5\u5177\u7bb1\u300d<\/p>\n\n\n\n<p>LLM\uff1a\u9019\u500b\u5de5\u5177\u7bb1\u88e1\u7684\u300c\u8d85\u5f37\u6587\u5b57\u5de5\u5177\u300d<\/p>\n\n\n\n<p>\u751f\u6210\u5f0f AI\uff1a\u662f\u300c\u6703\u5275\u4f5c\u7684 AI \u5927\u5bb6\u65cf\u300d\uff0cLLM \u662f\u5176\u4e2d\u5c08\u9580\u8ca0\u8cac\u6587\u5b57\u7684\u4e00\u652f<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI_%E5%A6%82%E4%BD%95%E7%94%A2%E7%94%9F%E5%85%A7%E5%AE%B9%EF%BC%9F\"><\/span><strong>AI \u5982\u4f55\u7522\u751f\u5167\u5bb9\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5f9e\u4e00\u822c\u4f7f\u7528\u8005\u4f86\u770b AI \u5c31\u662f\uff1a\u8f38\u5165\u4e00\u6bb5\u6587\u5b57 \u2192 \u7522\u751f\u4e00\u6bb5\u56de\u7b54\uff08\u6216\u5716\u7247\u3001\u7a0b\u5f0f\u7b49\u6210\u679c\uff09<br>\u4f46\u80cc\u5f8c\u5176\u5be6\u6709\u4e00\u6574\u689d\u5f9e\u8cc7\u6599\u6e96\u5099\u3001\u6a21\u578b\u8a13\u7df4\u5230\u63a8\u8ad6\u8f38\u51fa\u7684\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>\u4ee5\u300c\u6587\u5b57\u751f\u6210\u300d\u70ba\u4f8b\uff0cLLM \u5728\u6bcf\u6b21\u7522\u751f\u56de\u8986\u6642\u6703\u7d93\u904e\u5e7e\u500b\u6b65\u9a5f<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6b65\u9a5f 1\uff1a\u628a\u6587\u5b57\u5207\u6210 Token\uff08\u5206\u8a5e\uff09<\/strong><\/h4>\n\n\n\n<p>\u6a21\u578b\u4e0d\u6703\u76f4\u63a5\u770b\u300c\u4e00\u6574\u884c\u5b57\u300d\uff0c\u800c\u662f\u5148\u628a\u6587\u5b57\u62c6\u6210\u4e00\u6bb5\u6bb5\u5c0f\u55ae\u4f4d\uff0c\u53eb\u505a Token<br>\u9019\u4e9b token \u53ef\u80fd\u6703\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u55ae\u4e00\u4e2d\u6587\u5b57<br><\/li>\n\n\n\n<li>\u5b57\u7684\u7247\u6bb5<br><\/li>\n\n\n\n<li>\u5b57\uff0b\u6a19\u9ede\u7684\u7d44\u5408<br><\/li>\n\n\n\n<li>\u82f1\u6587\u55ae\u5b57\u6216\u5b57\u6839<\/li>\n<\/ul>\n\n\n\n<p>\u4f8b\u5982\u9019\u53e5\u8a71\uff1a<\/p>\n\n\n\n<p>\u300c\u8acb\u5e6b\u6211\u5beb\u4e00\u5c01\u9080\u8acb\u5ba2\u6236\u53c3\u52a0\u65b0\u54c1\u767c\u8868\u6703\u7684 Email\u300d<\/p>\n\n\n\n<p>Token\uff1a<\/p>\n\n\n\n<p>\u300c\u8acb\u300d\u3001\u300c\u5e6b\u300d\u3001\u300c\u6211\u300d\u3001\u300c\u5beb\u300d\u3001\u300c\u4e00\u300d\u3001\u300c\u5c01\u300d\u3001\u300c\u9080\u300d\u3001\u300c\u8acb\u300d\u3001\u300c\u5ba2\u300d\u3001\u300c\u6236\u300d\u3001\u300c\u53c3\u300d\u3001\u300c\u52a0\u300d\u3001\u300c\u65b0\u300d\u3001\u300c\u54c1\u300d\u3001\u300c\u767c\u300d\u3001\u300c\u8868\u300d\u3001\u300c\u6703\u300d\u3001\u300c\u7684\u300d\u3001\u300cEmail\u300d<br><\/p>\n\n\n\n<p>\uff0a\u5be6\u969b\u7684\u5207\u6cd5\u6703\u4f9d\u6a21\u578b\u7684\u8a2d\u8a08\u800c\u4e0d\u540c<br>\u4f46\u6982\u5ff5\u5c31\u662f\uff1a\u6a21\u578b\u770b\u7684\u4e0d\u662f\u4e00\u6574\u53e5\u8a71\uff0c\u800c\u662f\u5f88\u591a\u500b\u9023\u5728\u4e00\u8d77\u7684\u5c0f\u55ae\u4f4d<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6b65\u9a5f 2\uff1a\u628a\u6bcf\u500b Token \u8b8a\u6210\u5411\u91cf\uff08Embedding\uff09<\/strong><\/h4>\n\n\n\n<p>\u63a5\u8457\uff0c\u6bcf\u500b token \u6703\u88ab\u8f49\u6210\u4e00\u500b\u591a\u7dad\u5ea6\u7684\u300c\u6578\u5b57\u5411\u91cf\u300d\uff0c\u7a31\u70ba <strong>Embedding\uff08\u5d4c\u5165\u5411\u91cf\uff09<\/strong><\/p>\n\n\n\n<p>\u53ef\u4ee5\u7c21\u55ae\u7406\u89e3\u70ba\uff1a\u5728\u4e00\u500b\u770b\u4e0d\u898b\u7684\u591a\u7dad\u7a7a\u9593\u88e1\uff0c\u6bcf\u500b\u5b57\u90fd\u6709\u81ea\u5df1\u7684\u300c\u5ea7\u6a19\u300d<\/p>\n\n\n\n<p>\u9019\u6a23\u505a\u7684\u597d\u8655\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u610f\u7fa9\u76f8\u8fd1\u7684\u5b57\uff0c\u5ea7\u6a19\u4f4d\u7f6e\u6703\u6bd4\u8f03\u63a5\u8fd1<strong><br><\/strong> \u4f8b\u5982\uff1a\u300c\u5ba2\u6236\u300d\u3001\u300c\u9867\u5ba2\u300d\u3001\u300c\u4f7f\u7528\u8005\u300d\u5728\u9019\u500b\u7a7a\u9593\u88e1\u7684\u8ddd\u96e2\u4e0d\u6703\u592a\u9060<\/li>\n\n\n\n<li>\u6a21\u578b\u53ef\u4ee5\u7528\u9019\u4e9b\u5ea7\u6a19\uff0c\u4f86\u5224\u65b7\u8a5e\u8207\u8a5e\u4e4b\u9593\u7684\u95dc\u4fc2<\/li>\n<\/ul>\n\n\n\n<p>\u6240\u4ee5\uff0c\u5c0d\u6a21\u578b\u4f86\u8aaa\uff1a\u300c\u5ba2\u6236\u300d\u3001\u300c\u8cb4\u8cd3\u300d\u3001\u300c\u5408\u4f5c\u5925\u4f34\u300d\u9019\u985e\u8a5e\uff0c\u5f88\u5bb9\u6613\u88ab\u7406\u89e3\u6210\u662f\u540c\u4e00\u985e\u89d2\u8272\u3002\u9019\u8b93\u6a21\u578b\u53ef\u4ee5\u611f\u53d7\u8a5e\u8207\u8a5e\u4e4b\u9593\u7684\u95dc\u4fc2\uff0c\u800c\u4e0d\u53ea\u662f\u628a\u5b83\u5011\u7576\u6d41\u6c34\u865f\u7de8\u865f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6b65\u9a5f 3\uff1a\u7528\u300c\u6ce8\u610f\u529b\u6a5f\u5236\u300d\u7406\u89e3\u4e0a\u4e0b\u6587\uff08Self-Attention\uff09<\/strong><\/h4>\n\n\n\n<p>Transformer \u88e1\u6709\u4e00\u500b\u91cd\u8981\u7684\u6982\u5ff5\u53eb Self-Attention\uff08\u81ea\u6ce8\u610f\u529b\u6a5f\u5236\uff0c\u81ea\u6211\u6ce8\u610f\u529b\u6a5f\u5236\uff09<br>\u7c21\u55ae\u8aaa\uff0c\u5c31\u662f\u6a21\u578b\u6703\u5728\u6bcf\u4e00\u6b65\u554f\u81ea\u5df1\uff1a\u5728\u9019\u6574\u53e5\u8a71\u88e1\uff0c\u8981\u6c7a\u5b9a\u4e0b\u4e00\u500b\u5b57\u6642\uff0c\u54ea\u4e9b\u5b57\u6bd4\u8f03\u91cd\u8981\uff1f<\/p>\n\n\n\n<p>\u4f8b\u5982\uff1a\u8acb\u5e6b\u6211\u5beb\u4e00\u5c01\u9080\u8acb\u5ba2\u6236\u53c3\u52a0\u65b0\u54c1\u767c\u8868\u6703\u7684 Email<\/p>\n\n\n\n<p>\u6a21\u578b\u6703\u7279\u5225\u6ce8\u610f\u5230\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u300c\u9080\u8acb\u300d\uff1a\u4ee3\u8868\u9019\u662f\u4e00\u5c01\u6b63\u5411\u3001\u79ae\u8c8c\u7684\u4fe1<\/li>\n\n\n\n<li>\u300c\u5ba2\u6236\u300d\uff1a\u5c0d\u8c61\u662f\u8ab0<\/li>\n\n\n\n<li>\u300c\u65b0\u54c1\u767c\u8868\u6703\u300d\uff1a\u4fe1\u4ef6\u7684\u4e3b\u984c\u662f\u4ec0\u9ebc\u6d3b\u52d5<br><\/li>\n<\/ul>\n\n\n\n<p>\u6240\u4ee5\u5728\u601d\u8003\u300c\u4e0b\u4e00\u53e5\u958b\u982d\u8981\u600e\u9ebc\u5beb\uff1f\u300d\u6642\uff0c\u6a21\u578b\u5f88\u53ef\u80fd\u6703\u9078\u64c7\u50cf\u300c\u89aa\u611b\u7684\u8cb4\u8cd3\u60a8\u597d\u300d\u3001\u300c\u611f\u8b1d\u60a8\u4e00\u76f4\u4ee5\u4f86\u7684\u652f\u6301\u300d\u9019\u7a2e\u65e2\u7b26\u5408\u300c\u9080\u8acb\u300d\u3001\u53c8\u7b26\u5408\u300c\u5ba2\u6236\u300d\u8207\u300c\u6d3b\u52d5\u300d\u60c5\u5883\u7684\u958b\u5834<\/p>\n\n\n\n<p>\u9019\u500b\u6b65\u9a5f\uff0c\u8b93\u6a21\u578b\u4e0d\u53ea\u770b\u5230\u55ae\u5b57\uff0c\u800c\u662f\u300c\u770b\u6574\u6bb5\u8a71\u300d\u7684\u95dc\u806f<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6b65\u9a5f 4\uff1a\u9810\u6e2c\u4e0b\u4e00\u500b\u6700\u53ef\u80fd\u7684 Token<\/strong><\/h4>\n\n\n\n<p>\u6a21\u578b\u6703\u5c0d\u6bcf\u4e00\u500b\u53ef\u80fd\u63a5\u5728\u5f8c\u9762\u7684 token \u8a08\u7b97\u6a5f\u7387\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u300c\u89aa\u611b\u7684\u300d\uff1a0.22<\/li>\n\n\n\n<li>\u300c\u611f\u8b1d\u300d\uff1a0.20<\/li>\n\n\n\n<li>\u300c\u60a8\u597d\u300d\uff1a0.16<\/li>\n\n\n\n<li>\u300c\u95dc\u65bc\u300d\uff1a0.10<\/li>\n\n\n\n<li>\u2026<\/li>\n<\/ul>\n\n\n\n<p>\u518d\u4f9d\u7167\u8a2d\u5b9a\u7684\u7b56\u7565\u9078\u51fa\u4e00\u500b\u3002<br>\u5e38\u898b\u53ef\u4ee5\u8abf\u6574\u7684\u53c3\u6578\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Temperature\uff08\u6eab\u5ea6\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u8d8a\u4f4e \u2192 \u8d8a\u4fdd\u5b88\u3001\u8d8a\u63a5\u8fd1\u6a19\u6e96\u7b54\u6848<\/li>\n\n\n\n<li>\u8d8a\u9ad8 \u2192 \u8d8a\u6709\u5275\u610f\uff0c\u4f46\u4e5f\u6bd4\u8f03\u5bb9\u6613\u5929\u99ac\u884c\u7a7a<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Top-k \/ Top-p \u63a1\u6a23<\/strong>\n<ul class=\"wp-block-list\">\n<li>Top-k\uff1a\u53ea\u5728\u6a5f\u7387\u6700\u9ad8\u7684\u524d k \u500b\u5019\u9078\u4e2d\u9078<\/li>\n\n\n\n<li>Top-p\uff1a\u53ea\u5728\u300c\u7d2f\u7a4d\u6a5f\u7387\u9054\u5230 p\u300d\u7684\u90a3\u4e00\u7fa4\u5019\u9078\u88e1\u9762\u9078<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u900f\u904e\u9019\u4e9b\u53c3\u6578\u7684\u7d44\u5408\uff0c\u53ef\u4ee5\u63a7\u5236\u6587\u5b57\u98a8\u683c\u504f\u7a69\u5b9a\u3001\u5b89\u5168\uff0c\u9084\u662f\u6bd4\u8f03\u591a\u8b8a\u3001\u6709\u5275\u610f<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6b65\u9a5f 5\uff1a\u91cd\u8907\u76f4\u5230\u5f62\u6210\u5b8c\u6574\u5167\u5bb9<\/strong><\/h4>\n\n\n\n<p>\u6bcf\u9078\u51fa\u4e00\u500b\u65b0 token\uff0c\u6a21\u578b\u5c31\u6703\u628a\u5b83\u63a5\u5230\u53e5\u5b50\u5f8c\u9762\uff0c<br>\u518d\u7528\u65b0\u7684\u6574\u6bb5\u5167\u5bb9\u7576\u300c\u4e0b\u4e00\u6b21\u9810\u6e2c\u300d\u7684\u8f38\u5165\uff0c\u91cd\u8907\u6b65\u9a5f 3\u30014<\/p>\n\n\n\n<p>\u5982\u6b64\u4e00\u4f86\uff0c\u6a21\u578b\u5c31\u6703\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5148\u751f\u51fa\u958b\u982d\u7a31\u547c<\/li>\n\n\n\n<li>\u518d\u88dc\u4e0a\u611f\u8b1d\u8a9e<\/li>\n\n\n\n<li>\u63a5\u8457\u4ecb\u7d39\u300c\u65b0\u54c1\u767c\u8868\u6703\u300d\u7684\u6642\u9593\u3001\u5730\u9ede\u3001\u4eae\u9ede<\/li>\n\n\n\n<li>\u6700\u5f8c\u88dc\u4e0a\u7d50\u5c3e\u8207\u7c3d\u540d<\/li>\n<\/ul>\n\n\n\n<p>\u76f4\u5230\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9054\u5230\u9810\u8a2d\u5b57\u6578<\/li>\n\n\n\n<li>\u6216\u9047\u5230\u6a21\u578b\u5224\u65b7\u7684\u300c\u7d50\u675f\u7b26\u865f\u300d\uff08\u4f8b\u5982\u53e5\u865f\u3001\u7d50\u5c3e token\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%BE%9E%E5%B0%8E%E5%85%A5_AI_%E6%87%89%E7%94%A8%E7%9A%84%E8%A7%92%E5%BA%A6%E7%9C%8B%E6%B5%81%E7%A8%8B\"><\/span><strong>\u5f9e\u5c0e\u5165 AI \u61c9\u7528\u7684\u89d2\u5ea6\u770b\u6d41\u7a0b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>1. \u5148\u60f3\u6e05\u695a\u8981\u89e3\u6c7a\u4ec0\u9ebc\u554f\u984c<\/p>\n\n\n\n<p>2. \u76e4\u9ede\u4e26\u6574\u7406\u76f8\u95dc\u8cc7\u6599<\/p>\n\n\n\n<p>3. \u9078\u64c7\u5408\u9069\u7684\u6a21\u578b\u8207\u6280\u8853\u8def\u7dda<\/p>\n\n\n\n<p>4. \u505a\u8abf\u6559\uff1a\u5fae\u8abf\u6216\u63a5\u4e0a\u4f01\u696d\u77e5\u8b58\u5eab\uff08RAG\uff09<\/p>\n\n\n\n<p>5. \u90e8\u7f72\u6210\u5be6\u969b\u53ef\u7528\u7684\u670d\u52d9\uff08\u7db2\u7ad9\u3001App\u3001\u5167\u90e8\u7cfb\u7d71\uff09<\/p>\n\n\n\n<p>6. \u4f7f\u7528\u8005\u8f38\u5165\u5167\u5bb9\uff08Prompt\uff09<\/p>\n\n\n\n<p>7. \u6a21\u578b\u7522\u751f\u56de\u61c9\uff08\u63a8\u8ad6\uff09<\/p>\n\n\n\n<p>8. \u6301\u7e8c\u89c0\u5bdf\u6548\u679c\u4e26\u8abf\u6574<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u5b9a\u7fa9\u76ee\u6a19\u8207\u7528\u4f8b<\/strong><\/h4>\n\n\n\n<p>\u5148\u4e0d\u8981\u6025\u8457\u9078\u6a21\u578b\uff0c\u800c\u662f\u5148\u554f\u81ea\u5df1\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9019\u500b AI \u8981\u5354\u52a9\u8ab0\uff1f\u5167\u90e8\u540c\u4e8b\u3001\u5ba2\u6236\u3001\u7ba1\u7406\u8005\uff1f<\/li>\n\n\n\n<li>\u8981\u6539\u5584\u4ec0\u9ebc\uff1f\u662f\u6642\u9593\u3001\u6210\u672c\u3001\u54c1\u8cea\uff0c\u9084\u662f\u4f7f\u7528\u9ad4\u9a57\uff1f<\/li>\n\n\n\n<li>\u6709\u6c92\u6709\u660e\u78ba\u7684\u8861\u91cf\u6307\u6a19\uff08KPI\uff09\uff1f\u4f8b\u5982\uff1a\u56de\u8986\u6642\u9593\u3001\u8655\u7406\u91cf\u3001\u6eff\u610f\u5ea6\u7b49\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6c92\u6709\u660e\u78ba\u76ee\u6a19\uff0c\u5f88\u5bb9\u6613\u8b8a\u6210\u300c\u73a9\u73a9\u770b\u300d\uff0c\u6700\u5f8c\u5f88\u96e3\u8a55\u4f30\u6210\u6548\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u8cc7\u6599\u76e4\u9ede\u8207\u8490\u96c6<\/strong><\/h4>\n\n\n\n<p>AI \u7684\u6548\u679c\u9ad8\u5ea6\u4f9d\u8cf4\u8cc7\u6599\uff0c\u5e38\u898b\u8cc7\u6599\u4f86\u6e90\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5ba2\u670d\u7d00\u9304\u3001FAQ\uff08Frequently Asked Questions\uff0c\u5e38\u898b\u554f\u984c\uff09\u3001\u7522\u54c1\u8aaa\u660e<\/li>\n\n\n\n<li>\u5167\u90e8 SOP\uff08Standard Operating Procedure\uff0c\u6a19\u6e96\u4f5c\u696d\u6d41\u7a0b\uff09\u3001\u6559\u5b78\u6587\u4ef6\u3001\u7c21\u5831\u3001\u898f\u7bc4<\/li>\n\n\n\n<li>\u904e\u53bb\u7684\u63d0\u6848\u3001\u5831\u544a\u3001\u5408\u7d04\u7bc4\u672c<\/li>\n\n\n\n<li>\u5b98\u7db2\u5167\u5bb9\u3001\u90e8\u843d\u683c\u6587\u7ae0\u3001\u8aaa\u660e\u6587\u4ef6<\/li>\n<\/ul>\n\n\n\n<p>\u4f60\u5e0c\u671b AI \u600e\u9ebc\u56de\u7b54\uff0c\u5c31\u8981\u5148\u7d66\u5b83\u770b\u300c\u4f60\u8a8d\u70ba\u662f\u6a19\u6e96\u7b54\u6848\u300d\u7684\u5167\u5bb9\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u8cc7\u6599\u6e05\u6d17<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u79fb\u9664\u904e\u671f\u8cc7\u8a0a\uff08\u820a\u50f9\u683c\u3001\u820a\u6d3b\u52d5\u3001\u5df2\u505c\u7528\u65b9\u6848\uff09<\/li>\n\n\n\n<li>\u8655\u7406\u654f\u611f\u8cc7\u8a0a\uff08\u500b\u8cc7\u3001\u4fdd\u5bc6\u689d\u6b3e\u3001\u5167\u90e8\u6a5f\u5bc6\uff09<\/li>\n\n\n\n<li>\u68b3\u7406\u6b0a\u9650\uff08\u54ea\u4e9b\u5167\u5bb9\u662f\u5167\u90e8\u9650\u5b9a\u3001\u54ea\u4e9b\u53ef\u4ee5\u958b\u653e\u7d66 AI \u4f7f\u7528\uff09<\/li>\n\n\n\n<li>\u628a\u54c1\u8cea\u9ad8\u7684\u5167\u5bb9\u6311\u51fa\u4f86\u7576\u793a\u7bc4\u6a23\u672c<\/li>\n<\/ul>\n\n\n\n<p>\u9019\u500b\u904e\u7a0b\u8cbb\u6642\u8cbb\u529b\uff0c\u4f46\u975e\u5e38\u91cd\u8981\uff0c\u8cc7\u6599\u4e00\u4e82\uff0cAI \u53ea\u6703\u5e6b\u4f60\u653e\u5927\u6df7\u4e82<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6a21\u578b\u9078\u64c7\u8207\u8abf\u6559\u65b9\u5f0f<\/strong><\/h4>\n\n\n\n<figure class=\"wp-block-table\"><div class=\"table-responsive\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>\u505a\u6cd5<\/strong><\/th><th><strong>\u7c21\u55ae\u8aaa<\/strong><\/th><th><strong>\u9069\u5408\u60c5\u5883<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u76f4\u63a5\u7528\u96f2\u7aef LLM API<\/td><td>\u547c\u53eb\u73fe\u6210\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b<\/td><td>\u60f3\u5feb\u901f\u9a57\u8b49\u6982\u5ff5\u3001\u505a\u539f\u578b\uff08PoC\uff0cProof of Concept\uff0c\u6982\u5ff5\u9a57\u8b49\uff09<\/td><\/tr><tr><td>RAG\uff08Retrieval-Augmented Generation\uff09<\/td><td>\u4e0d\u6539\u6a21\u578b\u672c\u9ad4\uff0c\u56de\u7b54\u524d\u5148\u300c\u67e5\u81ea\u5df1\u7684\u8cc7\u6599\u300d<\/td><td>\u9700\u8981\u6839\u64da\u516c\u53f8\u5167\u90e8\u6587\u4ef6\u56de\u7b54\u554f\u984c\uff08\u5ba2\u670d\u3001\u5167\u90e8\u641c\u5c0b\u3001\u77e5\u8b58\u52a9\u7406\uff09<\/td><\/tr><tr><td>\u5fae\u8abf\uff08Fine-tuning\uff09<\/td><td>\u7528\u4f60\u7684\u8cc7\u6599\u518d\u8a13\u7df4\u6a21\u578b\u4e00\u8f2a<\/td><td>\u6709\u5927\u91cf\u5c08\u696d\u9818\u57df\u8cc7\u6599\uff0c\u9700\u8981\u56fa\u5b9a\u98a8\u683c\u8207\u8868\u9054\u65b9\u5f0f<\/td><\/tr><tr><td>\u79c1\u6709\u90e8\u7f72\uff08Self-hosted LLM\uff09<\/td><td>\u628a\u6a21\u578b\u653e\u5728\u81ea\u5df1\u7684\u4f3a\u670d\u5668\u6216\u79c1\u6709\u96f2\u88e1\u904b\u884c<\/td><td>\u5c0d\u8cc7\u6599\u96b1\u79c1\u8981\u6c42\u9ad8\uff0c\u6216\u5e0c\u671b\u5b8c\u5168\u638c\u63e1\u6210\u672c\u8207\u6548\u80fd<\/td><\/tr><\/tbody><\/table><\/div><\/figure>\n\n\n\n<p><strong>AI \u53ef\u4ee5\u904b\u7528\u5728\u54ea\u4e9b\u5834\u666f\uff1f<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%85%A7%E5%AE%B9%E7%94%A2%E8%A3%BD%E8%88%87%E6%BA%9D%E9%80%9A%E8%BC%94%E5%8A%A9%EF%BC%88%E6%96%87%E4%BB%B6%E3%80%81%E4%BF%A1%E4%BB%B6%E3%80%81%E8%AA%AA%E6%98%8E%E6%96%87%E5%AD%97%EF%BC%89\"><\/span><strong>\u5167\u5bb9\u7522\u88fd\u8207\u6e9d\u901a\u8f14\u52a9\uff08\u6587\u4ef6\u3001\u4fe1\u4ef6\u3001\u8aaa\u660e\u6587\u5b57\uff09<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u53ef\u4ee5\u505a\u4ec0\u9ebc\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u64b0\u5beb\uff1a\u8aaa\u660e\u6587\u4ef6\u3001\u4f7f\u7528\u6559\u5b78\u3001\u96fb\u5b50\u90f5\u4ef6\u8349\u7a3f\u3001\u516c\u544a\u3001\u6587\u7ae0<\/li>\n\n\n\n<li>\u91cd\u5beb\uff1a\u628a\u5c08\u696d\u6280\u8853\u5167\u5bb9\u6539\u5beb\u6210\u4e00\u822c\u8b80\u8005\u770b\u5f97\u61c2\u7684\u7248\u672c<\/li>\n\n\n\n<li>\u6458\u8981\uff1a\u5c07\u9577\u7bc7\u5831\u544a\u3001\u6703\u8b70\u8a18\u9304\u3001\u8a2a\u8ac7\u5167\u5bb9\u6574\u7406\u6210\u91cd\u9ede<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9700\u8981\u6e96\u5099\u4ec0\u9ebc\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8a9e\u6c23\u8207\u98a8\u683c\u8aaa\u660e\uff08\u6b63\u5f0f\u3001\u8f15\u9b06\u3001\u4e2d\u7acb\u7b49\uff09<\/li>\n\n\n\n<li>\u904e\u53bb\u5beb\u5f97\u4e0d\u932f\u7684\u5167\u5bb9\u7576\u4f5c\u793a\u7bc4<\/li>\n\n\n\n<li>\u6e05\u695a\u7684\u9700\u6c42\uff1a\u5c0d\u8c61\u662f\u8ab0\uff1f\u5e0c\u671b\u9054\u5230\u4ec0\u9ebc\u6548\u679c\uff1f\u7bc7\u5e45\u591a\u9577\uff1f<\/li>\n<\/ul>\n\n\n\n<p><strong>\u57f7\u884c\u76ee\u7684<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7bc0\u7701\u64b0\u5beb\u7b2c\u4e00\u7248\u8349\u7a3f\u7684\u6642\u9593<\/li>\n\n\n\n<li>\u8b93\u4e0d\u540c\u4eba\u5beb\u51fa\u7684\u5167\u5bb9\u98a8\u683c\u66f4\u4e00\u81f4<\/li>\n\n\n\n<li>\u964d\u4f4e\u6e9d\u901a\u9580\u6abb\uff0c\u8b93\u8907\u96dc\u8cc7\u8a0a\u8b8a\u5f97\u597d\u61c2<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%A2%E6%9C%8D%E8%88%87%E8%87%AA%E5%8B%95%E5%8C%96%E5%95%8F%E7%AD%94%EF%BC%88Chatbot_FAQ_%E7%B3%BB%E7%B5%B1%EF%BC%89\"><\/span><strong>\u5ba2\u670d\u8207\u81ea\u52d5\u5316\u554f\u7b54\uff08Chatbot \/ FAQ \u7cfb\u7d71\uff09<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u53ef\u4ee5\u505a\u4ec0\u9ebc\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56de\u7b54\u5e38\u898b\u554f\u984c\uff08\u71df\u696d\u6642\u9593\u3001\u6d41\u7a0b\u3001\u9000\u6b3e\u898f\u5247\u3001\u57fa\u672c\u4f7f\u7528\u6559\u5b78\uff09<\/li>\n\n\n\n<li>\u5354\u52a9\u4f7f\u7528\u8005\u627e\u5230\u5408\u9069\u7684\u9801\u9762\u6216\u8868\u55ae<\/li>\n\n\n\n<li>\u6536\u96c6\u554f\u984c\u8207\u53cd\u994b\uff0c\u53cd\u5411\u6539\u5584\u7522\u54c1\u6216\u670d\u52d9<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9700\u8981\u6e96\u5099\u4ec0\u9ebc\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>FAQ \u6e05\u55ae\uff1a\u6574\u7406\u51fa\u6700\u5e38\u88ab\u554f\u7684\u554f\u984c\u8207\u6a19\u6e96\u7b54\u6848<\/li>\n\n\n\n<li>\u653f\u7b56\u8207\u898f\u7bc4\uff1a\u9000\u63db\u8ca8\u3001\u96b1\u79c1\u6b0a\u3001\u81ea\u52d5\u6263\u6b3e\u7b49<\/li>\n\n\n\n<li>\u9810\u5148\u5b9a\u7fa9\u300c\u54ea\u4e9b\u554f\u984c\u4e00\u5b9a\u8981\u8f49\u4eba\u5de5\u300d\uff0c\u4f8b\u5982\uff1a\n<ul class=\"wp-block-list\">\n<li>\u6cd5\u5f8b\u76f8\u95dc\u89e3\u91cb<\/li>\n\n\n\n<li>\u91ab\u7642\u6216\u6295\u8cc7\u5efa\u8b70<\/li>\n\n\n\n<li>\u6d89\u53ca\u98a8\u96aa\u5224\u65b7\u7684\u95dc\u9375\u6c7a\u7b56<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>\u57f7\u884c\u76ee\u7684<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63d0\u4f9b 24\/7 \u7684\u57fa\u672c\u5354\u52a9\uff0c\u7e2e\u77ed\u56de\u61c9\u6642\u9593<br><\/li>\n\n\n\n<li>\u6e1b\u8f15\u4eba\u529b\u8ca0\u64d4\uff0c\u628a\u8907\u96dc\u554f\u984c\u7559\u7d66\u4eba\u5de5\u8655\u7406<\/li>\n\n\n\n<li>\u6536\u6582\u5ba2\u6236\u554f\u984c\uff0c\u4f5c\u70ba\u7522\u54c1\u8207\u6d41\u7a0b\u512a\u5316\u7684\u4f9d\u64da<br><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%85%A7%E9%83%A8%E7%9F%A5%E8%AD%98%E5%BA%AB%E8%88%87%E5%B7%A5%E4%BD%9C%E5%8A%A9%E7%90%86%EF%BC%88Knowledge_Assistant%EF%BC%89\"><\/span><strong>\u5167\u90e8\u77e5\u8b58\u5eab\u8207\u5de5\u4f5c\u52a9\u7406\uff08Knowledge Assistant\uff09<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u53ef\u4ee5\u505a\u4ec0\u9ebc\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e6b\u540c\u4e8b\u5feb\u901f\u627e\u5230\u5167\u90e8\u8cc7\u6599\uff1aSOP\u3001\u6559\u5b78\u6587\u7ae0\u3001\u7522\u54c1\u898f\u683c\u3001\u6d41\u7a0b\u8aaa\u660e<\/li>\n\n\n\n<li>\u5c07\u9577\u7bc7\u6587\u4ef6\u6fc3\u7e2e\u70ba\u7c21\u77ed\u8aaa\u660e\u6216\u6b65\u9a5f\u6e05\u55ae<\/li>\n\n\n\n<li>\u5354\u52a9\u65b0\u4eba\u7406\u89e3\u5236\u5ea6\u8207\u6d41\u7a0b\uff0c\u6e1b\u5c11\u300c\u5230\u8655\u554f\u4eba\u300d\u7684\u6642\u9593<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9700\u8981\u6e96\u5099\u4ec0\u9ebc\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8490\u96c6\u4e26\u6574\u7406\u5167\u90e8\u6587\u4ef6\uff08\u7c21\u5831\u3001\u6587\u4ef6\u3001\u898f\u7bc4\u3001\u6559\u5b78\uff09<\/li>\n\n\n\n<li>\u79fb\u9664\u904e\u671f\u7248\u672c\uff0c\u907f\u514d AI \u56de\u7b54\u820a\u8cc7\u8a0a<\/li>\n\n\n\n<li>\u8a2d\u5b9a\u5b58\u53d6\u6b0a\u9650\uff1a\u4e0d\u540c\u89d2\u8272\u53ef\u67e5\u8a62\u7684\u6587\u4ef6\u7bc4\u570d<\/li>\n<\/ul>\n\n\n\n<p><strong>\u57f7\u884c\u76ee\u7684<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63d0\u5347\u8cc7\u8a0a\u53d6\u5f97\u6548\u7387<\/li>\n\n\n\n<li>\u8b93\u6587\u4ef6\u771f\u7684\u88ab\u4f7f\u7528\uff0c\u800c\u4e0d\u662f\u53ea\u653e\u5728\u96f2\u7aef\u67d0\u500b\u8cc7\u6599\u593e<\/li>\n\n\n\n<li>\u6e1b\u5c11\u56e0\u8cc7\u8a0a\u4e0d\u900f\u660e\u9020\u6210\u7684\u6e9d\u901a\u6210\u672c\u8207\u932f\u8aa4<br><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%94%A2%E5%93%81%E8%88%87%E9%96%8B%E7%99%BC%E7%9A%84_AI_%E5%8A%A0%E5%80%BC%EF%BC%88%E6%8E%A8%E8%96%A6%E3%80%81%E6%90%9C%E5%B0%8B%E3%80%81%E7%A8%8B%E5%BC%8F%E7%A2%BC%E8%BC%94%E5%8A%A9%EF%BC%89\"><\/span><strong>\u7522\u54c1\u8207\u958b\u767c\u7684 AI \u52a0\u503c\uff08\u63a8\u85a6\u3001\u641c\u5c0b\u3001\u7a0b\u5f0f\u78bc\u8f14\u52a9\uff09<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u53ef\u4ee5\u505a\u4ec0\u9ebc\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u7522\u54c1\u5167\u5d4c\u5165\u300cAI \u52a9\u624b\u300d\uff0c\u5354\u52a9\u4f7f\u7528\u8005\u8a2d\u5b9a\u3001\u586b\u5beb\u8868\u55ae\u6216\u627e\u529f\u80fd<\/li>\n\n\n\n<li>\u6539\u5584\u7ad9\u5167\u641c\u5c0b\uff1a\u652f\u63f4\u81ea\u7136\u8a9e\u8a00\u8a62\u554f\uff0c\u800c\u4e0d\u53ea\u662f\u95dc\u9375\u5b57\u6bd4\u5c0d<\/li>\n\n\n\n<li>\u5c0d\u5de5\u7a0b\u8207\u6280\u8853\u4eba\u54e1\uff0c\u63d0\u4f9b\u7a0b\u5f0f\u78bc\u5efa\u8b70\u3001\u932f\u8aa4\u63d0\u793a\u3001\u7522\u751f\u6e2c\u8a66\u6848\u4f8b<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9700\u8981\u6e96\u5099\u4ec0\u9ebc\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7522\u54c1\u7684\u4f7f\u7528\u60c5\u5883\u8207\u4f7f\u7528\u8005\u65c5\u7a0b\uff08User Journey\uff09<\/li>\n\n\n\n<li>\u53ef\u7528\u7684\u7522\u54c1\u8cc7\u6599\u6216\u884c\u70ba\u6578\u64da<\/li>\n\n\n\n<li>\u8207\u65e2\u6709\u7cfb\u7d71\u7684 API \u4e32\u63a5\u65b9\u5f0f\u53ca\u9650\u5236<\/li>\n<\/ul>\n\n\n\n<p><strong>\u57f7\u884c\u76ee\u7684<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8b93\u7522\u54c1\u672c\u8eab\u66f4\u8070\u660e\uff0c\u63d0\u4f9b\u66f4\u597d\u7684\u4f7f\u7528\u9ad4\u9a57<\/li>\n\n\n\n<li>\u52a0\u5feb\u958b\u767c\u8207\u8fed\u4ee3\u901f\u5ea6<\/li>\n\n\n\n<li>\u5275\u9020\u65b0\u7684\u5dee\u7570\u5316\u529f\u80fd\uff0c\u800c\u4e0d\u53ea\u505c\u7559\u5728\u300c\u5916\u570d\u5c0e\u5165 AI \u5de5\u5177\u300d<br><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BD%BF%E7%94%A8_LLM_%E7%94%9F%E6%88%90%E5%BC%8F_AI_%E9%9C%80%E8%A6%81%E6%B3%A8%E6%84%8F%E4%BB%80%E9%BA%BC%EF%BC%9F\"><\/span><strong>\u4f7f\u7528 LLM \u751f\u6210\u5f0f AI \u9700\u8981\u6ce8\u610f\u4ec0\u9ebc\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u751f\u6210\u5f0f AI \u5f88\u597d\u7528\uff0c\u4f46\u4e5f\u6709\u4e9b\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u98a8\u96aa<\/p>\n\n\n\n<figure class=\"wp-block-table\"><div class=\"table-responsive\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>\u6f5b\u5728\u554f\u984c<\/strong><\/th><th><strong>\u8aaa\u660e<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u5e7b\u89ba\uff08Hallucination\uff09<\/td><td>\u6a21\u578b\u6703\u751f\u6210\u770b\u8d77\u4f86\u5408\u7406\uff0c\u4f46\u5be6\u969b\u932f\u8aa4\u6216\u634f\u9020\u7684\u5167\u5bb9<\/td><\/tr><tr><td>\u8cc7\u6599\u8207\u96b1\u79c1\u98a8\u96aa<\/td><td>\u628a\u6a5f\u5bc6\u6216\u500b\u8cc7\u4e1f\u9032\u5916\u90e8\u670d\u52d9\uff0c\u53ef\u80fd\u88ab\u8a18\u9304\u6216\u7528\u65bc\u8a13\u7df4<\/td><\/tr><tr><td>\u7248\u6b0a\u8207\u6388\u6b0a\u554f\u984c<\/td><td>\u751f\u6210\u5167\u5bb9\u53ef\u80fd\u8207\u73fe\u6709\u4f5c\u54c1\u904e\u65bc\u76f8\u4f3c\uff0c\u6216\u6d89\u53ca\u7248\u6b0a\u722d\u8b70<\/td><\/tr><tr><td>\u504f\u898b\u8207\u4e0d\u7576\u8f38\u51fa<\/td><td>\u6709\u6a5f\u6703\u51fa\u73fe\u5e36\u6709\u6b67\u8996\u3001\u523b\u677f\u5370\u8c61\u6216\u4e0d\u6070\u7576\u7684\u8aaa\u6cd5<\/td><\/tr><tr><td>\u6210\u672c\u8207\u6548\u80fd<\/td><td>\u5927\u6a21\u578b\u63a8\u8ad6\u6210\u672c\u4e0d\u4f4e\u3001\u5ef6\u9072\u8f03\u9ad8\uff0c\u5927\u91cf\u4f7f\u7528\u6642\u8cbb\u7528\u53ef\u89c0<\/td><\/tr><\/tbody><\/table><\/div><\/figure>\n\n\n\n<p><strong>1. \u5e7b\u89ba\uff08Hallucination\uff09\uff1aAI \u5f88\u6709\u81ea\u4fe1\u7684\u8b1b\u4e0d\u6b63\u78ba\u7684\u4e8b<\/strong><\/p>\n\n\n\n<p><strong>\u554f\u984c\u5728\u54ea\uff1f<\/strong><\/p>\n\n\n\n<p>LLM \u7684\u904b\u4f5c\u6838\u5fc3\u662f\u300c\u9810\u6e2c\u4e0b\u4e00\u500b\u6700\u5408\u7406\u7684\u5b57\u300d\uff0c\u4e0d\u662f\u67e5\u8cc7\u6599\u5eab\uff0c\u4e5f\u4e0d\u6703\u81ea\u5df1\u4e0a\u7db2\u6c42\u8b49\uff08\u73fe\u5728\u6709\u8a31\u591aLLM\u6709\u6aa2\u7d22\u589e\u5f37\u751f\u6210RAG\u7684\u80fd\u529b\uff0c\u4f46\u4ecd\u6703\u6709\u5e7b\u89ba\u7522\u751f\u7684\u53ef\u80fd\uff09<br>\u5728\u8cc7\u8a0a\u4e0d\u8db3\u3001\u554f\u984c\u6a21\u7cca\u6216\u5167\u5bb9\u592a\u51b7\u9580\u6642\uff0c\u5f88\u5bb9\u6613\u770b\u8d77\u4f86\u5c08\u696d\u7684\u80e1\u626f<\/p>\n\n\n\n<p><strong>\u53ef\u80fd\u98a8\u96aa<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u4ef6\u3001\u8aaa\u660e\u3001\u7c21\u5831\u4e2d\u51fa\u73fe\u932f\u8aa4\u6578\u64da\u6216\u932f\u8aa4\u4e8b\u5be6<\/li>\n\n\n\n<li>\u5f15\u7528\u4e0d\u5b58\u5728\u7684\u4f86\u6e90\u3001\u6587\u737b\u6216\u6cd5\u5f8b\u689d\u6587<\/li>\n\n\n\n<li>\u7528\u5728\u98a8\u96aa\u8f03\u9ad8\u7684\u9818\u57df\uff08\u91ab\u7642\u3001\u6cd5\u5f8b\u3001\u6295\u8cc7\uff09\u6642\uff0c\u5f8c\u679c\u56b4\u91cd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%E8%B3%87%E6%96%99%E8%88%87%E9%9A%B1%E7%A7%81%EF%BC%9A%E4%B8%8D%E8%A6%81%E4%B8%8D%E5%B0%8F%E5%BF%83%E6%8A%8A%E6%A9%9F%E5%AF%86%E4%BA%A4%E7%B5%A6%E5%88%A5%E4%BA%BA\"><\/span><strong>2. \u8cc7\u6599\u8207\u96b1\u79c1\uff1a\u4e0d\u8981\u4e0d\u5c0f\u5fc3\u628a\u6a5f\u5bc6\u4ea4\u7d66\u5225\u4eba<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u5bb9\u6613\u5ffd\u7565\u7684\u60c5\u6cc1<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u76f4\u63a5\u628a\u5b8c\u6574\u5408\u7d04\u3001\u5ba2\u6236\u6e05\u55ae\u3001\u8ca1\u52d9\u6578\u64da\u8cbc\u5230\u516c\u958b\u7248 AI \u5de5\u5177<\/li>\n\n\n\n<li>\u5c07\u542b\u6709\u500b\u8cc7\u7684\u6a94\u6848\u4e0a\u50b3\u5230\u4e0d\u6e05\u695a\u96b1\u79c1\u653f\u7b56\u7684\u5e73\u53f0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E7%89%88%E6%AC%8A%E8%88%87%E5%80%AB%E7%90%86%EF%BC%9A%E5%85%A7%E5%AE%B9%E6%98%AF_AI_%E7%94%9F%E7%9A%84%EF%BC%8C%E4%B8%8D%E4%BB%A3%E8%A1%A8%E5%B0%B1%E6%B2%92%E6%9C%89%E9%A2%A8%E9%9A%AA\"><\/span><strong>3. \u7248\u6b0a\u8207\u502b\u7406\uff1a\u5167\u5bb9\u662f AI \u751f\u7684\uff0c\u4e0d\u4ee3\u8868\u5c31\u6c92\u6709\u98a8\u96aa<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a21\u578b\u662f\u5f9e\u771f\u5be6\u4e16\u754c\u7684\u8cc7\u6599\u5b78\u7fd2\u7684<\/li>\n\n\n\n<li>\u67d0\u4e9b\u751f\u6210\u5167\u5bb9\u53ef\u80fd\u8207\u7279\u5b9a\u4f5c\u54c1\u904e\u65bc\u76f8\u4f3c<\/li>\n\n\n\n<li>\u8981\u6c42 AI \u6a21\u4eff\u5177\u540d\u5275\u4f5c\u8005\u6216\u54c1\u724c\u7684\u98a8\u683c\u505a\u5546\u696d\u8f38\u51fa\uff0c\u53ef\u80fd\u5b58\u5728\u6cd5\u5f8b\u98a8\u96aa<br><\/li>\n<\/ul>\n\n\n\n<p><strong>\u5efa\u8b70\u505a\u6cd5<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u628a AI \u7522\u51fa\u8996\u70ba\u9748\u611f\u4f86\u6e90\u6216\u521d\u7a3f\uff0c\u6700\u7d42\u7248\u672c\u7531\u4eba\u985e\u91cd\u5beb\u3001\u91cd\u7d44<\/li>\n\n\n\n<li>\u907f\u514d\u4f7f\u7528\u300c\u8acb\u7528\u67d0\u67d0\u4f5c\u5bb6\u7684\u98a8\u683c\u5beb\u300d\u9019\u985e\u660e\u78ba\u6a21\u4eff\u6307\u4ee4\u505a\u5546\u696d\u7528\u9014<\/li>\n\n\n\n<li>\u8996\u7d44\u7e54\u98a8\u96aa\u627f\u53d7\u5ea6\uff0c\u8207\u6cd5\u52d9\u5171\u540c\u64ec\u5b9a\u7c21\u6613\u4f7f\u7528\u6307\u5357<br><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_%E5%81%8F%E8%A6%8B%E8%88%87%E4%B8%8D%E7%95%B6%E8%BC%B8%E5%87%BA%EF%BC%9AAI_%E7%9A%84%E8%AA%AA%E6%B3%95%EF%BC%8C%E5%8F%AF%E8%83%BD%E5%BD%B1%E9%9F%BF%E5%BD%A2%E8%B1%A1%E8%88%87%E4%BF%A1%E4%BB%BB\"><\/span><strong>4. \u504f\u898b\u8207\u4e0d\u7576\u8f38\u51fa\uff1aAI \u7684\u8aaa\u6cd5\uff0c\u53ef\u80fd\u5f71\u97ff\u5f62\u8c61\u8207\u4fe1\u4efb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u56e0\u70ba\u6a21\u578b\u5b78\u7fd2\u7684\u662f\u300c\u771f\u5be6\u4e16\u754c\u7684\u8cc7\u6599\u300d\uff0c\u8cc7\u6599\u4e2d\u82e5\u5b58\u5728\u504f\u898b\uff08\u6027\u5225\u3001\u7a2e\u65cf\u3001\u8077\u696d\u523b\u677f\u5370\u8c61\uff09\uff0c\u6a21\u578b\u4e5f\u53ef\u80fd\u5b78\u5230<\/p>\n\n\n\n<p><strong>\u53ef\u80fd\u98a8\u96aa<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u56de\u8986\u4e2d\u4f7f\u7528\u4e0d\u6070\u7576\u7684\u63cf\u8ff0\u6216\u523b\u677f\u5370\u8c61<\/li>\n\n\n\n<li>\u5728\u7279\u5b9a\u65cf\u7fa4\u6216\u8b70\u984c\u4e0a\u8868\u73fe\u51fa\u50be\u5411\uff0c\u5f71\u97ff\u5ba2\u89c0\u6027\u8207\u4fe1\u4efb<\/li>\n\n\n\n<li>\u76f4\u63a5\u8907\u88fd\u8cbc\u4e0a\u6574\u500b\u7d50\u679c<br><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_%E6%88%90%E6%9C%AC%E8%88%87%E6%95%88%E8%83%BD%EF%BC%9A%E4%B8%8D%E6%98%AF%E6%89%80%E6%9C%89%E4%BB%BB%E5%8B%99%E9%83%BD%E8%A6%81%E7%94%A8%E6%9C%80%E5%A4%A7%E3%80%81%E6%9C%80%E8%B2%B4%E3%80%81%E6%9C%80%E6%96%B0%E7%9A%84%E6%A8%A1%E5%9E%8B\"><\/span><strong>5. \u6210\u672c\u8207\u6548\u80fd\uff1a\u4e0d\u662f\u6240\u6709\u4efb\u52d9\u90fd\u8981\u7528\u6700\u5927\u3001\u6700\u8cb4\u3001\u6700\u65b0\u7684\u6a21\u578b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5\u70ba\u300c\u5927\u6a21\u578b\u6700\u597d\u300d\uff0c\u6240\u6709\u61c9\u7528\u90fd\u4e1f\u7d66\u540c\u4e00\u9846\u8d85\u5927\u6a21\u578b\u8655\u7406<\/li>\n\n\n\n<li>\u6c92\u6709\u4e8b\u5148\u4f30\u7b97\u6bcf\u6b21\u547c\u53eb\u7684\u6210\u672c\u8207\u5ef6\u9072\uff0c\u5be6\u969b\u4e0a\u7dda\u624d\u767c\u73fe\u592a\u6162\u3001\u592a\u8cb4<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%B8%B8%E8%A6%8B%E5%95%8F%E9%A1%8C_FAQ\"><\/span>\u5e38\u898b\u554f\u984c FAQ<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Q_%E4%BB%80%E9%BA%BC%E6%98%AF_LLM%EF%BC%9F%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E5%88%B0%E5%BA%95%E5%9C%A8%E5%81%9A%E4%BB%80%E9%BA%BC%EF%BC%9F\"><\/span><strong>Q. \u4ec0\u9ebc\u662f LLM\uff1f\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5230\u5e95\u5728\u505a\u4ec0\u9ebc\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>A\uff1a<\/strong><strong><br><\/strong>LLM\uff08Large Language Model\uff0c\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff09\u662f\u4e00\u7a2e\u7528\u300c\u6975\u5927\u91cf\u6587\u5b57\u8cc7\u6599\u300d\u8a13\u7df4\u51fa\u4f86\u7684 AI \u6a21\u578b\uff0c\u64c5\u9577\u7406\u89e3\u6587\u5b57\u7684\u4e0a\u4e0b\u6587\uff0c\u4e26\u7522\u751f\u65b0\u7684\u6587\u5b57\u5167\u5bb9\u3002\u5b83\u53ef\u4ee5\u505a\u5c0d\u8a71\u3001\u5beb\u6587\u7ae0\u3001\u6458\u8981\u3001\u7ffb\u8b6f\u3001\u7522\u751f\u7a0b\u5f0f\u78bc\u7b49\uff0c\u662f\u73fe\u5728\u591a\u6578\u804a\u5929\u6a5f\u5668\u4eba\u8207\u6587\u5b57\u751f\u6210\u5de5\u5177\u7684\u6838\u5fc3\u6280\u8853\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Q_LLM_%E5%92%8C_%E7%94%9F%E6%88%90%E5%BC%8F_AI_%E6%9C%89%E4%BB%80%E9%BA%BC%E5%B7%AE%E7%95%B0%EF%BC%9FLLM_%E7%AE%97%E4%B8%8D%E7%AE%97%E7%94%9F%E6%88%90%E5%BC%8F_AI%EF%BC%9F\"><\/span><strong>Q. LLM \u548c \u751f\u6210\u5f0f AI \u6709\u4ec0\u9ebc\u5dee\u7570\uff1fLLM \u7b97\u4e0d\u7b97\u751f\u6210\u5f0f AI\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>A\uff1a<\/strong><strong><br><\/strong>LLM \u662f\u751f\u6210\u5f0f AI \u88e1\u7684\u5176\u4e2d\u4e00\u7a2e\u6a21\u578b\uff0c\u5c08\u9580\u8ca0\u8cac\u300c\u6587\u5b57\u76f8\u95dc\u300d\u7684\u751f\u6210\u8207\u7406\u89e3<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210\u5f0f AI\uff1a\u5927\u7bc4\u570d\u6982\u5ff5\uff0c\u6240\u6709\u6703\u751f\u6210\u5167\u5bb9\u7684 AI \u90fd\u7b97<\/li>\n\n\n\n<li>LLM\uff1a\u751f\u6210\u5f0f AI \u5bb6\u65cf\u88e1\uff0c\u5c08\u9580\u8655\u7406\u300c\u6587\u5b57\u3001\u8a9e\u8a00\u3001\u7a0b\u5f0f\u78bc\u300d<\/li>\n<\/ul>\n\n\n\n<p>\u6240\u4ee5 LLM \u662f\u751f\u6210\u5f0f AI \u7684\u4e00\u7a2e\uff0c\u4f46\u751f\u6210\u5f0f AI \u4e0d\u53ea LLM<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Q_LLM%E3%80%81%E7%94%9F%E6%88%90%E5%BC%8F_AI%E3%80%81NLP_%E5%B7%AE%E5%9C%A8%E5%93%AA%E8%A3%A1%EF%BC%9F%E6%80%8E%E9%BA%BC%E5%BF%AB%E9%80%9F%E7%90%86%E8%A7%A3%E4%B8%89%E8%80%85%E9%97%9C%E4%BF%82%EF%BC%9F\"><\/span><strong>Q. LLM\u3001\u751f\u6210\u5f0f AI\u3001NLP \u5dee\u5728\u54ea\u88e1\uff1f\u600e\u9ebc\u5feb\u901f\u7406\u89e3\u4e09\u8005\u95dc\u4fc2\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>A\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>NLP\uff08\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff09<\/strong>\uff1a\u6574\u500b\u7814\u7a76\u300c\u96fb\u8166\u600e\u9ebc\u7406\u89e3\u4eba\u985e\u8a9e\u8a00\u300d\u7684\u9818\u57df<\/li>\n\n\n\n<li><strong>LLM\uff08\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff09<\/strong>\uff1aNLP \u88e1\u7684\u5176\u4e2d\u4e00\u7a2e\u6a21\u578b\uff0c\u7528\u9f90\u5927\u8a9e\u6599\u8a13\u7df4\u51fa\u4f86\uff0c\u64c5\u9577\u7406\u89e3\u8207\u751f\u6210\u6587\u5b57<\/li>\n\n\n\n<li><strong>\u751f\u6210\u5f0f AI<\/strong>\uff1a\u6240\u6709\u300c\u6703\u751f\u6210\u65b0\u5167\u5bb9\u300d\u7684 AI \u7cfb\u7d71\u7e3d\u7a31\uff0cLLM \u662f\u5176\u4e2d\u8ca0\u8cac\u6587\u5b57\u7684\u89d2\u8272<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Q_LLM_%E6%98%AF%E6%80%8E%E9%BA%BC%E7%94%A2%E7%94%9F%E4%B8%80%E6%AE%B5%E5%9B%9E%E7%AD%94%E7%9A%84%EF%BC%9F%E7%94%9F%E6%88%90%E6%96%87%E5%AD%97%E7%9A%84%E5%8E%9F%E7%90%86%E6%98%AF%E4%BB%80%E9%BA%BC%EF%BC%9F\"><\/span><strong>Q. LLM \u662f\u600e\u9ebc\u7522\u751f\u4e00\u6bb5\u56de\u7b54\u7684\uff1f\u751f\u6210\u6587\u5b57\u7684\u539f\u7406\u662f\u4ec0\u9ebc\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>A\uff1a<\/strong><strong><br><\/strong>\u5927\u81f4\u53ef\u4ee5\u62c6\u6210\u5e7e\u500b\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u628a\u4f60\u8f38\u5165\u7684\u6587\u5b57\u5207\u6210\u5c0f\u55ae\u4f4d\uff08Token\uff09<\/li>\n\n\n\n<li>\u628a\u6bcf\u500b token \u8f49\u6210\u300c\u6578\u5b57\u5411\u91cf\u300d\uff08Embedding\uff09\uff0c\u8b93\u6a21\u578b\u80fd\u7406\u89e3\u8a5e\u8207\u8a5e\u7684\u95dc\u4fc2<\/li>\n\n\n\n<li>\u5229\u7528 Self-Attention\uff08\u81ea\u6ce8\u610f\u529b\u6a5f\u5236\uff09\u5224\u65b7\u53e5\u5b50\u4e2d\u54ea\u4e9b\u8a5e\u5c0d\u4e0b\u4e00\u500b\u5b57\u6bd4\u8f03\u91cd\u8981<\/li>\n\n\n\n<li>\u7b97\u51fa\u300c\u4e0b\u4e00\u500b token\u300d\u51fa\u73fe\u7684\u6a5f\u7387\u5206\u5e03\uff0c\u9078\u51fa\u6700\u9069\u5408\u7684\u90a3\u4e00\u500b<\/li>\n\n\n\n<li>\u628a\u65b0 token \u63a5\u4e0a\u53bb\uff0c\u91cd\u8907\u9019\u500b\u904e\u7a0b\uff0c\u4e00\u6b21\u7522\u751f\u4e00\u9ede\uff0c\u76f4\u5230\u5f62\u6210\u5b8c\u6574\u53e5\u5b50<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Q_%E7%94%9F%E6%88%90%E5%BC%8F_AI_%E5%8F%AF%E4%BB%A5%E7%94%A8%E5%9C%A8%E5%93%AA%E4%BA%9B%E5%AF%A6%E9%9A%9B%E6%87%89%E7%94%A8%E5%A0%B4%E6%99%AF%EF%BC%9F\"><\/span><strong>Q. \u751f\u6210\u5f0f AI \u53ef\u4ee5\u7528\u5728\u54ea\u4e9b\u5be6\u969b\u61c9\u7528\u5834\u666f\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>A\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u5b57\u76f8\u95dc\uff1a\u6587\u4ef6\u64b0\u5beb\u3001Email \u8349\u7a3f\u3001\u6559\u5b78\u8aaa\u660e\u3001\u5831\u544a\u6458\u8981\u3001\u7ffb\u8b6f\u3001\u672c\u5730\u5316<\/li>\n\n\n\n<li>\u5ba2\u670d\u76f8\u95dc\uff1a\u81ea\u52d5\u56de\u7b54\u5e38\u898b\u554f\u984c\u3001\u667a\u6167\u5ba2\u670d\u6a5f\u5668\u4eba\uff08Chatbot\uff09\u3001\u5f15\u5c0e\u5ba2\u6236\u6d41\u7a0b<\/li>\n\n\n\n<li>\u77e5\u8b58\u7ba1\u7406\uff1a\u5167\u90e8\u77e5\u8b58\u5eab\u554f\u7b54\u3001SOP \u67e5\u8a62\u3001\u6587\u4ef6\u641c\u5c0b\u8207\u6574\u7406<\/li>\n\n\n\n<li>\u7522\u54c1\u8207\u958b\u767c\uff1a\u7ad9\u5167\u641c\u5c0b\u5f37\u5316\u3001\u63a8\u85a6\u7cfb\u7d71\u3001\u7a0b\u5f0f\u78bc\u8f14\u52a9\uff08Code Assist\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Q_RAG_%E6%98%AF%E4%BB%80%E9%BA%BC%EF%BC%9F%E6%9C%89%E4%BB%80%E9%BA%BC%E7%94%A8%EF%BC%9F\"><\/span><strong>Q. RAG \u662f\u4ec0\u9ebc\uff1f\u6709\u4ec0\u9ebc\u7528\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>A\uff1a<\/strong><strong><br><\/strong> RAG\uff08Retrieval-Augmented Generation\uff0c\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff09\u662f\u4e00\u7a2e\u5e38\u7528\u7684 LLM \u61c9\u7528\u65b9\u5f0f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0d\u6539\u6a21\u578b\u672c\u8eab<\/li>\n\n\n\n<li>\u5728\u751f\u6210\u7b54\u6848\u524d\uff0c\u5148\u5f9e\u300c\u6587\u4ef6\u6216\u8cc7\u6599\u5eab\u300d\u88e1\u641c\u5c0b\u76f8\u95dc\u5167\u5bb9<\/li>\n\n\n\n<li>\u518d\u8acb\u6a21\u578b\u6839\u64da\u9019\u4e9b\u5167\u5bb9\u4f86\u56de\u7b54\u554f\u984c<\/li>\n<\/ul>\n\n\n\n<p>\u597d\u8655\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u964d\u4f4e\u5e7b\u89ba\uff08\u4e82\u63b0\uff09\u7684\u6a5f\u7387<\/li>\n\n\n\n<li>\u56de\u7b54\u5167\u5bb9\u53ef\u4ee5\u8ddf\u4f01\u696d\u5167\u90e8\u6700\u65b0\u8cc7\u6599\u540c\u6b65<\/li>\n\n\n\n<li>\u9069\u5408\u7528\u5728\u5ba2\u670d\u3001\u7522\u54c1\u554f\u7b54\u3001\u5167\u90e8\u77e5\u8b58\u5eab\u7b49\u5834\u666f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Q_%E4%BB%80%E9%BA%BC%E6%98%AF_LLM_%E7%9A%84%E3%80%8C%E5%B9%BB%E8%A6%BA%E3%80%8D%EF%BC%88Hallucination%EF%BC%89%EF%BC%9F%E6%9C%83%E5%BD%B1%E9%9F%BF%E4%BD%BF%E7%94%A8%E5%97%8E%EF%BC%9F\"><\/span><strong>Q. \u4ec0\u9ebc\u662f LLM \u7684\u300c\u5e7b\u89ba\u300d\uff08Hallucination\uff09\uff1f\u6703\u5f71\u97ff\u4f7f\u7528\u55ce\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>A\uff1a<\/strong><strong><br><\/strong>\u5e7b\u89ba\u6307\u7684\u662f\uff1a\u6a21\u578b\u751f\u6210\u4e86\u770b\u8d77\u4f86\u5f88\u5408\u7406\uff0c\u4f46\u5176\u5be6\u662f\u932f\u7684\u6216\u634f\u9020\u7684\u8cc7\u8a0a\uff0c\u4f8b\u5982\u5beb\u51fa\u4e0d\u5b58\u5728\u7684\u6cd5\u689d\u3001\u932f\u8aa4\u65e5\u671f\u3001\u5047\u5f15\u7528\u3002<\/p>\n\n\n\n<p>\u6703\u5f71\u97ff\u4f7f\u7528\u7684\u5730\u65b9\u5728\u65bc\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0d\u80fd\u628a\u5b83\u7576\u6210\u767e\u5206\u4e4b\u767e\u6b63\u78ba\u7684\u67e5\u8a62\u5de5\u5177<\/li>\n\n\n\n<li>\u7279\u5225\u662f\u6d89\u53ca\u6cd5\u5f8b\u3001\u91ab\u7642\u3001\u6295\u8cc7\u3001\u5408\u7d04\u5167\u5bb9\u6642\u98a8\u96aa\u66f4\u9ad8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Q_LLM_%E7%94%9F%E6%88%90%E7%9A%84%E5%85%A7%E5%AE%B9%E6%9C%89%E7%89%88%E6%AC%8A%E5%95%8F%E9%A1%8C%E5%97%8E%EF%BC%9F%E5%95%86%E6%A5%AD%E7%94%A8%E9%80%94%E5%8F%AF%E4%BB%A5%E7%9B%B4%E6%8E%A5%E7%94%A8%E5%97%8E%EF%BC%9F\"><\/span><strong>Q. LLM \u751f\u6210\u7684\u5167\u5bb9\u6709\u7248\u6b0a\u554f\u984c\u55ce\uff1f\u5546\u696d\u7528\u9014\u53ef\u4ee5\u76f4\u63a5\u7528\u55ce\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>A\uff1a<\/strong><strong><br><\/strong>\u6709\u6f5b\u5728\u98a8\u96aa\uff0c\u4e0d\u5efa\u8b70\u300c\u5b8c\u5168\u4e0d\u4fee\u6539\u5c31\u76f4\u63a5\u5546\u7528\u300d\u3002\u98a8\u96aa\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210\u5167\u5bb9\u53ef\u80fd\u8207\u65e2\u6709\u4f5c\u54c1\u904e\u65bc\u76f8\u4f3c<\/li>\n\n\n\n<li>\u6a21\u578b\u7684\u8a13\u7df4\u8cc7\u6599\u4f86\u6e90\u82e5\u4e0d\u900f\u660e\uff0c\u6cd5\u5f8b\u98a8\u96aa\u96e3\u4ee5\u8a55\u4f30<\/li>\n\n\n\n<li>\u6307\u5b9a\u6a21\u4eff\u7279\u5b9a\u5275\u4f5c\u8005\u6216\u54c1\u724c\u98a8\u683c\uff0c\u53ef\u80fd\u6d89\u53ca\u6b0a\u5229\u4fb5\u5bb3<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<p><span style=\"font-weight: 400;\">\u5982\u6709\u4efb\u4f55\u7db2\u7ad9\u6d41\u91cf\u6210\u9577\u76f8\u95dc\u554f\u984c\u8207\u9700\u6c42\u3001\u6216\u60f3\u77ad\u89e3\u66f4\u591a AI SEO\uff0fGEO \u670d\u52d9\u6b61\u8fce\u586b\u5beb\u8868\u55ae\u7acb\u5373\u8aee\u8a62\uff0c\u5c07\u6709 awoo \u5c08\u696d\u9867\u554f\u8207\u60a8\u806f\u7e6b\u3002<\/span><\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-f9bd05ee\"><\/div>\n\n\n<script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\nvar gform;gform||(document.addEventListener(\"gform_main_scripts_loaded\",function(){gform.scriptsLoaded=!0}),document.addEventListener(\"gform\/theme\/scripts_loaded\",function(){gform.themeScriptsLoaded=!0}),window.addEventListener(\"DOMContentLoaded\",function(){gform.domLoaded=!0}),gform={domLoaded:!1,scriptsLoaded:!1,themeScriptsLoaded:!1,isFormEditor:()=>\"function\"==typeof 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gform.doHook(\"filter\",o,arguments)},removeAction:function(o,r){gform.removeHook(\"action\",o,r)},removeFilter:function(o,r,e){gform.removeHook(\"filter\",o,r,e)},addHook:function(o,r,e,t,n){null==gform.hooks[o][r]&&(gform.hooks[o][r]=[]);var d=gform.hooks[o][r];null==n&&(n=r+\"_\"+d.length),gform.hooks[o][r].push({tag:n,callable:e,priority:t=null==t?10:t})},doHook:function(r,o,e){var t;if(e=Array.prototype.slice.call(e,1),null!=gform.hooks[r][o]&&((o=gform.hooks[r][o]).sort(function(o,r){return o.priority-r.priority}),o.forEach(function(o){\"function\"!=typeof(t=o.callable)&&(t=window[t]),\"action\"==r?t.apply(null,e):e[0]=t.apply(null,e)})),\"filter\"==r)return e[0]},removeHook:function(o,r,t,n){var e;null!=gform.hooks[o][r]&&(e=(e=gform.hooks[o][r]).filter(function(o,r,e){return!!(null!=n&&n!=o.tag||null!=t&&t!=o.priority)}),gform.hooks[o][r]=e)}});\n\/* ]]> *\/\n<\/script>\n\n                <div class='gf_browser_gecko gform_wrapper gravity-theme gform-theme--no-framework' data-form-theme='gravity-theme' data-form-index='0' id='gform_wrapper_1' >\n                        <div class='gform_heading'>\n                            <h2 class=\"gform_title\"><span class=\"ez-toc-section\" id=\"Contact_Us\"><\/span>Contact Us<span class=\"ez-toc-section-end\"><\/span><\/h2>\n                            <p class='gform_description'><\/p>\n\t\t\t\t\t\t\t<p class='gform_required_legend'>\u300c<span class=\"gfield_required gfield_required_asterisk\">*<\/span>\u300d\u4ee3\u8868\u5fc5\u586b\u6b04\u4f4d<\/p>\n                        <\/div><form method='post' enctype='multipart\/form-data'  id='gform_1'  action='\/zh-hant\/wp-json\/wp\/v2\/posts\/44870' data-formid='1' novalidate>\n                        <div class='gform-body gform_body'><div id='gform_fields_1' class='gform_fields top_label form_sublabel_below description_below validation_below'><div id=\"field_1_25\" class=\"gfield gfield--type-honeypot gform_validation_container field_sublabel_below gfield--has-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_25'>Company<\/label><div class='ginput_container'><input name='input_25' id='input_1_25' type='text' value='' autocomplete='new-password'\/><\/div><div class='gfield_description' id='gfield_description_1_25'>\u6b64\u6b04\u4f4d\u7528\u4f5c\u9a57\u8b49\u586b\u5beb\u7684\u8cc7\u6599\u662f\u5426\u6b63\u78ba\uff0c\u8acb\u52ff\u4fee\u6539\u3002<\/div><\/div><div id=\"field_1_1\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_1'>\u59d3\u540d<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_1' id='input_1_1' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_4\" class=\"gfield gfield--type-email gfield--input-type-email gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_4'>\u516c\u53f8\u4fe1\u7bb1<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_email'>\n                            <input name='input_4' id='input_1_4' type='email' value='' class='large'    aria-required=\"true\" aria-invalid=\"false\"  \/>\n                        <\/div><\/div><div id=\"field_1_3\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_3'>\u516c\u53f8\u540d\u7a31<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_3' id='input_1_3' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_5\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_5'>\u8077\u7a31<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_5' id='input_1_5' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_24\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_24'>\u516c\u53f8\u7d71\u7de8<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_24' id='input_1_24' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_13\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_13'>\u516c\u53f8\u7db2\u7ad9 URL<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_13' id='input_1_13' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_6\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_6'>\u516c\u53f8\u96fb\u8a71<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_6' id='input_1_6' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_9\" class=\"gfield gfield--type-select gfield--input-type-select gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_9'>\u5e74\u5ea6\u6578\u4f4d\u884c\u92b7\u9810\u7b97<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_select'><select name='input_9' id='input_1_9' class='large gfield_select'    aria-required=\"true\" aria-invalid=\"false\" ><option value='' selected='selected' class='gf_placeholder'>\u4e0b\u62c9\u9078\u64c7<\/option><option value='35\u842c\u4ee5\u4e0b' >35\u842c\u4ee5\u4e0b<\/option><option value='35-60\u842c' >35-60\u842c<\/option><option value='60-80\u842c' >60-80\u842c<\/option><option value='80-100\u842c' >80-100\u842c<\/option><option value='100-300\u842c' >100-300\u842c<\/option><option value='300\u842c\u4ee5\u4e0a' >300\u842c\u4ee5\u4e0a<\/option><option value='\u4e0d\u6e05\u695a' >\u4e0d\u6e05\u695a<\/option><\/select><\/div><\/div><div id=\"field_1_7\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_7'>\u624b\u6a5f<\/label><div class='ginput_container ginput_container_text'><input name='input_7' id='input_1_7' type='text' value='' class='large'      aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_8\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_8'>LINE ID<\/label><div class='ginput_container ginput_container_text'><input name='input_8' id='input_1_8' type='text' value='' class='large'      aria-invalid=\"false\"   \/><\/div><\/div><fieldset id=\"field_1_10\" class=\"gfield gfield--type-checkbox gfield--type-choice gfield--input-type-checkbox gfield--width-full gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label gfield_label_before_complex' >\u9700\u6c42\u985e\u5225<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/legend><div class='ginput_container ginput_container_checkbox'><div class='gfield_checkbox ' id='input_1_10'><div class='gchoice gchoice_1_10_1'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.1' type='checkbox'  value='GEO \/ SEO \u89e3\u6c7a\u65b9\u6848'  id='choice_1_10_1'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_1' id='label_1_10_1' class='gform-field-label gform-field-label--type-inline'>GEO \/ SEO \u89e3\u6c7a\u65b9\u6848<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_10_2'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.2' type='checkbox'  value='GEO Suite \u6578\u64da\u5206\u6790\u76e3\u6e2c\u5e73\u53f0'  id='choice_1_10_2'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_2' id='label_1_10_2' class='gform-field-label gform-field-label--type-inline'>GEO Suite \u6578\u64da\u5206\u6790\u76e3\u6e2c\u5e73\u53f0<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_10_3'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.3' type='checkbox'  value='awoo AMP \u4eba\u5de5\u667a\u6167\u884c\u92b7\u5e73\u53f0'  id='choice_1_10_3'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_3' id='label_1_10_3' class='gform-field-label gform-field-label--type-inline'>awoo AMP \u4eba\u5de5\u667a\u6167\u884c\u92b7\u5e73\u53f0<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_10_4'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.4' type='checkbox'  value='\u96fb\u5546\u6d41\u91cf\u6210\u9577\u65b9\u6848'  id='choice_1_10_4'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_4' id='label_1_10_4' class='gform-field-label gform-field-label--type-inline'>\u96fb\u5546\u6d41\u91cf\u6210\u9577\u65b9\u6848<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_10_5'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.5' type='checkbox'  value='\u6578\u4f4d\u5ee3\u544a\u6295\u653e\u53ca\u9867\u554f\u670d\u52d9 (FB\/IG\/Google\/YouTube)'  id='choice_1_10_5'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_5' id='label_1_10_5' class='gform-field-label gform-field-label--type-inline'>\u6578\u4f4d\u5ee3\u544a\u6295\u653e\u53ca\u9867\u554f\u670d\u52d9 (FB\/IG\/Google\/YouTube)<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_10_6'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.6' type='checkbox'  value='Others \u5176\u4ed6'  id='choice_1_10_6'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_6' id='label_1_10_6' class='gform-field-label gform-field-label--type-inline'>Others \u5176\u4ed6<\/label>\n\t\t\t\t\t\t\t<\/div><\/div><\/div><\/fieldset><div id=\"field_1_11\" class=\"gfield gfield--type-select gfield--input-type-select gfield--width-full gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_11'>\u60a8\u662f\u5f9e\u4f55\u5f97\u77e5 awoo?<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_select'><select name='input_11' id='input_1_11' class='large gfield_select'    aria-required=\"true\" aria-invalid=\"false\" ><option value='' selected='selected' class='gf_placeholder'>\u4e0b\u62c9\u9078\u64c7<\/option><option value='\u5167\u5bb9\u6587\u7ae0' >\u5167\u5bb9\u6587\u7ae0<\/option><option value='\u5a92\u9ad4\u5831\u5c0e' >\u5a92\u9ad4\u5831\u5c0e<\/option><option value='\u5be6\u9ad4\u6d3b\u52d5 - \u6210\u9577\u99ed\u5ba2\u5e74\u6703' >\u5be6\u9ad4\u6d3b\u52d5 &#8211; \u6210\u9577\u99ed\u5ba2\u5e74\u6703<\/option><option value='\u5be6\u9ad4\u6d3b\u52d5 - MarTech Asia' >\u5be6\u9ad4\u6d3b\u52d5 &#8211; MarTech Asia<\/option><option value='\u7dda\u4e0a\u6d3b\u52d5 - \u884c\u92b7\u81ea\u52d5\u5316\u670d\u52d9\u61c9\u7528\u8b1b\u5ea7' >\u7dda\u4e0a\u6d3b\u52d5 &#8211; \u884c\u92b7\u81ea\u52d5\u5316\u670d\u52d9\u61c9\u7528\u8b1b\u5ea7<\/option><option value='\u7dda\u4e0a\u6d3b\u52d5 - SEO\u6d41\u91cf\u6210\u9577\u670d\u52d9\u61c9\u7528\u8b1b\u5ea7' >\u7dda\u4e0a\u6d3b\u52d5 &#8211; SEO\u6d41\u91cf\u6210\u9577\u670d\u52d9\u61c9\u7528\u8b1b\u5ea7<\/option><option value='\u5176\u4ed6' >\u5176\u4ed6<\/option><option value='\u89aa\u53cb\u63a8\u85a6' >\u89aa\u53cb\u63a8\u85a6<\/option><option value='\u793e\u7fa4\u5a92\u9ad4' >\u793e\u7fa4\u5a92\u9ad4<\/option><\/select><\/div><\/div><div id=\"field_1_14\" class=\"gfield gfield--type-textarea gfield--input-type-textarea gfield--width-full gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_14'>\u7559\u4e0b\u4f60\u60f3\u8aee\u8a62\u7684\u554f\u984c<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_textarea'><textarea name='input_14' id='input_1_14' class='textarea large'     aria-required=\"true\" aria-invalid=\"false\"   rows='10' cols='50'><\/textarea><\/div><\/div><fieldset id=\"field_1_21\" class=\"gfield gfield--type-checkbox gfield--type-choice gfield--input-type-checkbox gfield--width-full gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_hidden\"  ><div class=\"admin-hidden-markup\"><i class=\"gform-icon gform-icon--hidden\" aria-hidden=\"true\" title=\"This field is hidden when viewing the form\"><\/i><span>This field is hidden when viewing the form<\/span><\/div><legend class='gfield_label gform-field-label gfield_label_before_complex' >\u8a02\u95b1 awoo \u6210\u9577\u99ed\u5ba2\u884c\u92b7\u8a8c<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/legend><div class='ginput_container ginput_container_checkbox'><div class='gfield_checkbox ' id='input_1_21'><div class='gchoice gchoice_1_21_1'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_21.1' type='checkbox'  value='Yes' checked='checked' id='choice_1_21_1'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_21_1' id='label_1_21_1' class='gform-field-label gform-field-label--type-inline'>Yes<\/label>\n\t\t\t\t\t\t\t<\/div><\/div><\/div><\/fieldset><fieldset id=\"field_1_15\" class=\"gfield gfield--type-consent gfield--type-choice gfield--input-type-consent gfield--width-full gfield_contains_required field_sublabel_below gfield--has-description field_description_above hidden_label field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label gfield_label_before_complex' >\u540c\u610f<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/legend><div class='gfield_description gfield_consent_description' id='gfield_consent_description_1_15' tabindex='0'>awoo \u81f4\u529b\u4fdd\u8b77\u548c\u5c0a\u91cd\u60a8\u7684\u96b1\u79c1\uff0c\u4e26\u6a02\u610f\u63d0\u4f9b\u4f60\u8981\u6c42\u7684\u5167\u5bb9\uff0c\u5982\u679c\u60a8\u540c\u610f\u6211\u5011\u5c31\u6b64\u76ee\u7684\u806f\u7d61\u60a8\uff0c\u8acb\u5728\u4e0b\u65b9\u52fe\u9078\u8868\u793a\u60a8\u5e0c\u671b\u6211\u5011\u806f\u7d61\u60a8\u7684\u65b9\u5f0f\uff1a<\/div><div class='ginput_container ginput_container_consent'><input name='input_15.1' id='input_1_15_1' type='checkbox' value='1'  aria-describedby=\"gfield_consent_description_1_15\" aria-required=\"true\" aria-invalid=\"false\"   \/> <label class=\"gform-field-label gform-field-label--type-inline gfield_consent_label\" for='input_1_15_1' >\u540c\u610f\u6536\u53d6\u4f86\u81ea\u963f\u7269\u80a1\u4efd\u6709\u9650\u516c\u53f8\u7684\u5176\u4ed6\u901a\u8a0a\u3002<span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/label><input type='hidden' name='input_15.2' value='\u540c\u610f\u6536\u53d6\u4f86\u81ea\u963f\u7269\u80a1\u4efd\u6709\u9650\u516c\u53f8\u7684\u5176\u4ed6\u901a\u8a0a\u3002' class='gform_hidden' \/><input type='hidden' name='input_15.3' value='13' class='gform_hidden' \/><\/div><\/fieldset><fieldset id=\"field_1_16\" class=\"gfield gfield--type-consent gfield--type-choice gfield--input-type-consent gfield--width-full gfield_contains_required field_sublabel_below gfield--has-description field_description_above hidden_label field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label gfield_label_before_complex' >\u540c\u610f<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/legend><div class='gfield_description gfield_consent_description' id='gfield_consent_description_1_16' tabindex='0'>\u70ba\u4e86\u63d0\u4f9b\u4f60\u8981\u6c42\u63d0\u4f9b\u7684\u5167\u5bb9\uff0c\u6211\u5011\u6703\u6839\u64da <a href=\"https:\/\/www.awoo.ai\/zh-hant\/personal-information-protection-statement\/\" target=\"_blank\">\u500b\u4eba\u8cc7\u6599\u4fdd\u8b77\u8072\u660e<\/a> \u5132\u5b58\u548c\u8655\u7406\u4f60\u7684\u500b\u4eba\u8cc7\u6599\u3002\u5982\u679c\u4f60\u540c\u610f\u6211\u5011\u5c31\u6b64\u76ee\u7684\u5132\u5b58\u4f60\u7684\u500b\u4eba\u8cc7\u6599\uff0c\u8acb\u52fe\u9078\u4e0b\u65b9\u7684\u6838\u53d6\u65b9\u683c\u3002<\/div><div class='ginput_container ginput_container_consent'><input name='input_16.1' id='input_1_16_1' type='checkbox' value='1'  aria-describedby=\"gfield_consent_description_1_16\" aria-required=\"true\" aria-invalid=\"false\"   \/> <label class=\"gform-field-label gform-field-label--type-inline gfield_consent_label\" for='input_1_16_1' >\u6211\u540c\u610f\u5141\u8a31 awoo \u5132\u5b58\u548c\u8655\u7406\u6211\u7684\u500b\u4eba\u8cc7\u6599\u3002<span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/label><input type='hidden' name='input_16.2' value='\u6211\u540c\u610f\u5141\u8a31 awoo \u5132\u5b58\u548c\u8655\u7406\u6211\u7684\u500b\u4eba\u8cc7\u6599\u3002' class='gform_hidden' \/><input type='hidden' name='input_16.3' value='13' class='gform_hidden' \/><\/div><\/fieldset><div id=\"field_1_17\" class=\"gfield gfield--type-section gfield--input-type-section gsection field_sublabel_below gfield--has-description field_description_below field_validation_below gfield_visibility_visible\"  ><h3 class=\"gsection_title\"><\/h3><div class='gsection_description' id='gfield_description_1_17'>\u4f60\u53ef\u4ee5\u96a8\u6642\u53d6\u6d88\u8a02\u95b1\u9019\u4e9b\u901a\u8a0a\u3002\u82e5\u8981\u9032\u4e00\u6b65\u4e86\u89e3\u5982\u4f55\u53d6\u6d88\u8a02\u95b1\u3001\u6211\u5011\u8655\u7406\u8cc7\u6599\u7684\u505a\u6cd5\u3001\u6211\u5011\u5982\u4f55\u81f4\u529b\u4fdd\u8b77\u548c\u5c0a\u91cd\u4f60\u7684\u96b1\u79c1\uff0c\u8acb\u6aa2\u95b1\u6211\u5011\u7684<a href=\"https:\/\/www.awoo.ai\/zh-hant\/privacy-policy\/\" 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