{"id":4370,"date":"2026-03-04T23:20:22","date_gmt":"2026-03-04T15:20:22","guid":{"rendered":"https:\/\/ai.ziyuanzz.online\/?page_id=4370"},"modified":"2026-03-28T11:31:00","modified_gmt":"2026-03-28T03:31:00","slug":"generative-ai-for-beginners","status":"publish","type":"page","link":"https:\/\/ai.ziyuanzz.online\/index.php\/generative-ai-for-beginners\/","title":{"rendered":"Generative AI for Beginners"},"content":{"rendered":"
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\"\"<\/figure>\n<\/div>\n\n\n

Generative AI for Beginners<\/h2>\n\n\n\n

\u5fae\u8f6f\u63a8\u51fa\u7684\u9762\u5411\u521d\u5b66\u8005\u7684\u514d\u8d39\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u8bfe\u7a0b<\/p>\n\n\n\n

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\u8bbf\u95ee\u5b98\u7f51 ><\/a><\/div>\n<\/div>\n\n\n\n
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Generative AI for Beginners \u662f\u5fae\u8f6f Cloud Advocates \u56e2\u961f\u63a8\u51fa\u7684\u5341\u4e8c\u7ae0\u751f\u6210\u5f0fAI\u5165\u95e8\u7684\u7cfb\u5217\u8bfe\u7a0b\uff0c\u4ecb\u7ecd\u4e86\u6784\u5efa\u751f\u6210\u5f0f AI \u5e94\u7528\u7a0b\u5e8f\u7684\u57fa\u7840\u77e5\u8bc6\u3002\u6bcf\u7ae0\u90fd\u6db5\u76d6\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u539f\u7406\u548c\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u7684\u4e00\u4e2a\u5173\u952e\u77e5\u8bc6\u70b9\uff0c\u63d0\u4f9b\u5bfc\u5b66\u89c6\u9891\u3001\u4e66\u9762\u6750\u6599\u3001\u4ee3\u7801\u793a\u4f8b\u548c\u8fdb\u9636\u7684\u5b66\u4e60\u8d44\u6e90\u63a8\u8350\u3002\u901a\u8fc7\u6574\u4e2a\u8bfe\u7a0b\u7684\u5b66\u4e60\uff0c\u4f60\u5c06\u62e5\u6709\u5efa\u7acb\u81ea\u5df1\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1\u548c\u5de5\u5177\u7684\u80fd\u529b\uff0c\u5b9e\u73b0\u5e94\u7528AIGC\u6280\u672f\u7684\u60f3\u6cd5\u3002<\/p>\n\n\n\n

Generative AI for Beginners\u65b0\u589e\u4e869\u96c6\u751f\u6210\u5f0fAI\u7684\u4e13\u9898\u89c6\u9891\u6559\u7a0b\uff0c\u6df1\u5165\u63a2\u8ba8\u5305\u62ec\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u539f\u7406\u3001\u9ad8\u6548\u7684\u63d0\u793a\u5de5\u7a0b\u6280\u672f\u3001\u53ca\u56fe\u50cf\u751f\u6210\u7b49\u5173\u952e\u5b9e\u6218\u6280\u80fd\uff0c\u65e8\u5728\u5168\u9762\u63d0\u5347\u5b66\u4e60\u8005\u5728\u751f\u6210\u5f0fAI\u9886\u57df\u7684\u4e13\u4e1a\u6280\u80fd\u548c\u5b9e\u9645\u64cd\u4f5c\u80fd\u529b\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Generative AI for Beginners\u7684\u8bfe\u7a0b\u76ee\u5f55<\/h2>\n\n\n\n
<\/th>\u8bfe\u7a0b\u7ae0\u8282<\/th>\u76f8\u5173\u6559\u5b66\u5185\u5bb9<\/th>\u5b66\u4e60\u76ee\u6807<\/th><\/tr><\/thead>
00<\/td>\u8bfe\u7a0b\u4ecb\u7ecd\u548c\u5b66\u4e60\u73af\u5883\u8bbe\u7f6e<\/td>\u5b66\u4e60\u73af\u5883\u914d\u7f6e\u548c\u8bfe\u7a0b\u7ed3\u6784<\/td>\u5728\u5b66\u4e60\u672c\u8bfe\u7a0b\u7684\u540c\u65f6\u5e2e\u52a9\u60a8\u53d6\u5f97\u6210\u529f<\/td><\/tr>
01<\/td>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u548c LLMs \u4ecb\u7ecd<\/td>\u77e5\u8bc6\u70b9<\/strong>: \u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee5\u53ca\u6211\u4eec\u5982\u4f55\u9002\u5e94\u5f53\u524d\u7684\u6280\u672f\u683c\u5c40<\/td>\u4e86\u89e3\u4ec0\u4e48\u662f\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee5\u53caLLMs\u7684\u5de5\u4f5c\u539f\u7406<\/td><\/tr>
02<\/td>\u63a2\u7d22\u548c\u6bd4\u8f83\u4e0d\u540c\u7684 LLMs<\/td>\u77e5\u8bc6\u70b9<\/strong>: \u6d4b\u8bd5\u3001\u8fed\u4ee3\u548c\u6bd4\u8f83\u4e0d\u540c\u7684LLMs\u6a21\u578b<\/td>\u4e3a\u60a8\u7684\u5e94\u7528\u573a\u666f\u9009\u62e9\u6b63\u786e\u7684\u6a21\u578b<\/td><\/tr>
03<\/td>\u8d1f\u8d23\u4efb\u5730\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd<\/td>\u77e5\u8bc6\u70b9<\/strong>: \u4e86\u89e3\u57fa\u7840\u6a21\u578b\u7684\u5c40\u9650\u6027\u548c\u4eba\u5de5\u667a\u80fd\u80cc\u540e\u7684\u98ce\u9669<\/td>\u4e86\u89e3\u5982\u4f55\u8d1f\u8d23\u4efb\u5730\u6784\u5efa\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7a0b\u5e8f<\/td><\/tr>
04<\/td>\u63d0\u793a\u5de5\u7a0b\u57fa\u7840<\/td>\u4ee3\u7801\/\u77e5\u8bc6\u70b9<\/strong>: \u63d0\u793a\u5de5\u7a0b\u6700\u4f73\u5b9e\u8df5<\/td>\u4e86\u89e3\u63d0\u793a\u7ed3\u6784\u548c\u7528\u6cd5<\/td><\/tr>
05<\/td>\u521b\u5efa\u9ad8\u7ea7\u7684\u63d0\u793a\u5de5\u7a0b\u6280\u5de7<\/td>\u4ee3\u7801\/\u77e5\u8bc6\u70b9<\/strong>: \u901a\u8fc7\u5728\u63d0\u793a\u4e2d\u5e94\u7528\u4e0d\u540c\u7684\u6280\u672f\u6765\u6269\u5c55\u60a8\u7684\u63d0\u793a\u5de5\u7a0b\u77e5\u8bc6<\/td>\u5e94\u7528\u63d0\u793a\u5de5\u7a0b\u6280\u672f\u6765\u6539\u5584\u63d0\u793a\u7ed3\u679c<\/td><\/tr>
06<\/td>\u521b\u5efa\u6587\u672c\u751f\u6210\u5e94\u7528<\/td>\u4ee3\u7801<\/strong>: \u4f7f\u7528Azure OpenAI\u6784\u5efa\u6587\u672c\u751f\u6210\u5e94\u7528\u7a0b\u5e8f<\/td>\u4e86\u89e3\u5982\u4f55\u6709\u6548\u5730\u4f7f\u7528\u4ee4\u724c\u548c\u6e29\u5ea6\u6765\u6539\u53d8\u6a21\u578b\u7684\u8f93\u51fa<\/td><\/tr>
07<\/td>\u521b\u5efa\u804a\u5929\u5e94\u7528<\/td>\u4ee3\u7801<\/strong>: \u6709\u6548\u6784\u5efa\u548c\u96c6\u6210\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u7684\u6280\u672f<\/td>\u786e\u5b9a\u5173\u952e\u6307\u6807\u548c\u6ce8\u610f\u4e8b\u9879\uff0c\u4ee5\u6709\u6548\u76d1\u63a7\u548c\u7ef4\u62a4\u4eba\u5de5\u667a\u80fd\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u7684\u8d28\u91cf<\/td><\/tr>
08<\/td>\u521b\u5efa\u641c\u7d22\u5e94\u7528<\/td>\u4ee3\u7801<\/strong>: \u8bed\u4e49\u641c\u7d22\u4e0e\u5173\u952e\u5b57\u641c\u7d22\u3002\u4ec0\u4e48\u662f\u6587\u672c\u5d4c\u5165\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u5e94\u7528\u4e8e\u641c\u7d22<\/td>\u521b\u5efa\u4e00\u4e2a\u4f7f\u7528\u5d4c\u5165\u6765\u641c\u7d22\u6570\u636e\u7684\u5e94\u7528\u7a0b\u5e8f<\/td><\/tr>
09<\/td>\u521b\u5efa\u56fe\u50cf\u751f\u6210\u5e94\u7528<\/td>\u4ee3\u7801<\/strong>: \u56fe\u50cf\u751f\u6210\u53ca\u5176\u5728\u6784\u5efa\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u4f5c\u7528<\/td>\u6784\u5efa\u56fe\u50cf\u751f\u6210\u5e94\u7528\u7a0b\u5e8f<\/td><\/tr>
10<\/td>\u521b\u5efa\u4f4e\u4ee3\u7801\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528<\/td>\u4f4e\u4ee3\u7801<\/strong>: Power Platform\u4e2d\u7684\u751f\u6210\u5f0fAI\u7b80\u4ecb<\/td>\u4f7f\u7528\u4f4e\u4ee3\u7801\u4e3a\u6211\u4eec\u7684\u6559\u80b2\u521d\u521b\u516c\u53f8\u6784\u5efa\u5b66\u751f\u4f5c\u4e1a\u8ddf\u8e2a\u5e94\u7528\u7a0b\u5e8f<\/td><\/tr>
11<\/td>\u4e3a\u751f\u6210\u5f0fAI\u6dfb\u52a0function calling<\/td>\u4ee3\u7801:<\/strong> \u4ec0\u4e48\u662fFunction Calling\u53ca\u5176\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u4f7f\u7528\u793a\u4f8b<\/td>\u8bbe\u7f6eFunction Calling\u4ee5\u4ece\u5916\u90e8API\u68c0\u7d22\u6570\u636e<\/td><\/tr>
12<\/td>\u4e3a\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7a0b\u5e8f\u6dfb\u52a0\u7528\u6237\u4f53\u9a8c<\/td>\u77e5\u8bc6\u70b9<\/strong>: \u8bbe\u8ba1\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7a0b\u5e8f\u4ee5\u5b9e\u73b0\u4fe1\u4efb\u548c\u900f\u660e\u5ea6<\/td>\u5f00\u53d1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u65f6\u7528\u6237\u4f53\u9a8c\u8bbe\u8ba1\u7684\u76f8\u5173\u539f\u5219<\/td><\/tr>
13<\/td>\u4fdd\u62a4\u60a8\u7684\u751f\u6210\u5f0fAI\u5e94\u7528<\/td>\u77e5\u8bc6\u70b9<\/strong>: \u4e86\u89e3AI\u7cfb\u7edf\u9762\u4e34\u7684\u5a01\u80c1\u548c\u98ce\u9669\uff0c\u4ee5\u53ca\u5982\u4f55\u4fdd\u62a4\u8fd9\u4e9b\u7cfb\u7edf<\/td>\u638c\u63e1\u4fdd\u62a4\u751f\u6210\u5f0fAI\u5e94\u7528\u7684\u5b89\u5168\u63aa\u65bd\uff0c\u786e\u4fdd\u5e94\u7528\u7684\u53ef\u9760\u6027\u548c\u5b89\u5168\u6027<\/td><\/tr>
14<\/td>\u751f\u6210\u5f0fAI\u5e94\u7528\u751f\u547d\u5468\u671f<\/td>\u77e5\u8bc6\u70b9<\/strong>\uff1a\u7ba1\u7406LLM\u751f\u547d\u5468\u671f\u548cLLMOps\u7684\u5de5\u5177\u548c\u6307\u6807<\/td>\u4e86\u89e3\u5982\u4f55\u7ba1\u7406\u751f\u6210\u5f0fAI\u5e94\u7528\u7684\u6574\u4e2a\u751f\u547d\u5468\u671f\uff0c\u5305\u62ec\u90e8\u7f72\u3001\u76d1\u63a7\u548c\u4f18\u5316<\/td><\/tr>
15<\/td>\u68c0\u7d22\u589e\u5f3a\u751f\u6210(RAG)\u548c\u5411\u91cf\u6570\u636e\u5e93<\/td>\u4ee3\u7801<\/strong>\uff1a\u4f7f\u7528RAG\u6846\u67b6\u4ece\u5411\u91cf\u6570\u636e\u5e93\u4e2d\u68c0\u7d22\u5d4c\u5165\u7684\u5e94\u7528<\/td>\u5b66\u4e60\u5982\u4f55\u7ed3\u5408\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6280\u672f\uff0c\u63d0\u5347\u751f\u6210\u5f0fAI\u5e94\u7528\u7684\u6027\u80fd\u548c\u51c6\u786e\u6027<\/td><\/tr>
16<\/td>\u5f00\u6e90\u6a21\u578b\u4e0eHugging Face<\/td>\u4ee3\u7801<\/strong>\uff1a\u4f7f\u7528Hugging Face\u4e0a\u7684\u5f00\u6e90\u6a21\u578b\u521b\u5efa\u5e94\u7528<\/td>\u638c\u63e1\u5982\u4f55\u5229\u7528Hugging Face\u7b49\u5f00\u6e90\u5e73\u53f0\u7684\u6a21\u578b\u8d44\u6e90\uff0c\u5feb\u901f\u6784\u5efa\u751f\u6210\u5f0fAI\u5e94\u7528<\/td><\/tr>
17<\/td>AI\u4ee3\u7406<\/td>\u4ee3\u7801<\/strong>\uff1a\u4f7f\u7528AI\u4ee3\u7406\u6846\u67b6\u521b\u5efa\u5e94\u7528<\/td>\u4e86\u89e3AI\u4ee3\u7406\u7684\u6982\u5ff5\uff0c\u5e76\u5b66\u4e60\u5982\u4f55\u901a\u8fc7AI\u4ee3\u7406\u6846\u67b6\u6784\u5efa\u667a\u80fd\u5e94\u7528<\/td><\/tr>
18<\/td>\u5fae\u8c03LLM<\/td>\u77e5\u8bc6\u70b9<\/strong>\uff1a\u5fae\u8c03LLM\u7684\u5185\u5bb9\u3001\u539f\u56e0\u548c\u65b9\u6cd5<\/td>\u638c\u63e1\u5982\u4f55\u5bf9\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\uff0c\u4ee5\u9002\u5e94\u7279\u5b9a\u7684\u4e1a\u52a1\u9700\u6c42<\/td><\/tr>
19<\/td>\u4f7f\u7528SLM\u6784\u5efa<\/td>\u77e5\u8bc6\u70b9<\/strong>\uff1a\u4f7f\u7528\u5c0f\u578b\u8bed\u8a00\u6a21\u578b\u6784\u5efa\u7684\u4f18\u52bf<\/td>\u4e86\u89e3\u5c0f\u578b\u8bed\u8a00\u6a21\u578b\u7684\u7279\u70b9\u548c\u5e94\u7528\u573a\u666f\uff0c\u4ee5\u53ca\u5982\u4f55\u5229\u7528\u5b83\u4eec\u6784\u5efa\u9ad8\u6548\u7684\u5e94\u7528<\/td><\/tr>
20<\/td>\u4f7f\u7528Mistral\u6a21\u578b\u6784\u5efa<\/td>\u77e5\u8bc6\u70b9<\/strong>\uff1aMistral\u7cfb\u5217\u6a21\u578b\u7684\u7279\u70b9\u548c\u5dee\u5f02<\/td>\u638c\u63e1Mistral\u6a21\u578b\u7684\u7279\u70b9\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b<\/td><\/tr>
21<\/td>\u4f7f\u7528Meta\u6a21\u578b\u6784\u5efa<\/td>\u77e5\u8bc6\u70b9<\/strong>\uff1aMeta\u7cfb\u5217\u6a21\u578b\u7684\u7279\u70b9\u548c\u5dee\u5f02<\/td>\u4e86\u89e3Meta\u6a21\u578b\u7684\u4f18\u52bf\u548c\u5e94\u7528\u573a\u666f\uff0c\u5b66\u4e60\u5982\u4f55\u5229\u7528\u5b83\u4eec\u6784\u5efa\u9ad8\u7ea7\u5e94\u7528<\/td><\/tr>
xx<\/td>\u62d3\u5c55\u5b66\u4e60<\/td>\u5305\u542b\u6bcf\u7ae0\u5185\u5bb9\u7684\u62d3\u5c55\u94fe\u63a5\uff01<\/td>\u638c\u63e1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u6280\u80fd<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Generative AI for Beginners\u7684\u4e3b\u8981\u529f\u80fd<\/h2>\n\n\n\n
    \n
  • \u57fa\u7840\u6559\u5b66<\/strong>\uff1a\u63d0\u4f9b\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08Generative AI\uff09\u7684\u57fa\u7840\u77e5\u8bc6\uff0c\u4f7f\u521d\u5b66\u8005\u80fd\u7406\u89e3\u57fa\u7840\u539f\u7406\u548c\u5de5\u4f5c\u673a\u5236\u3002<\/li>\n\n\n\n
  • \u6a21\u578b\u4ecb\u7ecd<\/strong>\uff1a\u4ecb\u7ecd\u4e0d\u540c\u7684\u751f\u6210\u5f0fAI\u6a21\u578b\uff0c\u5305\u62ec\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\uff0c\u89e3\u91ca\u6a21\u578b\u7684\u5e94\u7528\u548c\u9650\u5236\u3002<\/li>\n\n\n\n
  • \u6280\u672f\u5e94\u7528<\/strong>\uff1a\u5c55\u793a\u5982\u4f55\u5728\u5b9e\u9645\u9879\u76ee\u4e2d\u5e94\u7528\u751f\u6210\u5f0fAI\u6280\u672f\uff0c\u5305\u62ec\u6587\u672c\u751f\u6210\u3001\u56fe\u50cf\u521b\u4f5c\u548c\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u7b49\u3002<\/li>\n\n\n\n
  • \u5b9e\u8df5\u7ec3\u4e60<\/strong>\uff1a\u901a\u8fc7\u52a8\u624b\u5b9e\u9a8c\u548c\u9879\u76ee\u7ec3\u4e60\uff0c\u8ba9\u5b66\u4e60\u8005\u4eb2\u81ea\u64cd\u4f5c\u751f\u6210\u5f0fAI\u5de5\u5177\u548c\u5e73\u53f0\uff0c\u589e\u5f3a\u5b9e\u8df5\u80fd\u529b\u3002<\/li>\n\n\n\n
  • \u521b\u65b0\u6307\u5bfc<\/strong>\uff1a\u9f13\u52b1\u5b66\u4e60\u8005\u63a2\u7d22\u751f\u6210\u5f0fAI\u7684\u521b\u65b0\u7528\u9014\uff0c\u6fc0\u53d1\u521b\u9020\u6027\u601d\u7ef4\u548c\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u3002<\/li>\n<\/ul>\n\n\n\n

    Generative AI for Beginners\u7684\u5e94\u7528\u573a\u666f<\/h2>\n\n\n\n
      \n
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      Generative AI for Beginners \u5fae\u8f6f\u63a8\u51fa\u7684\u9762\u5411\u521d\u5b66\u8005\u7684\u514d\u8d39\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u8bfe\u7a0b Gene […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4370","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages\/4370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/comments?post=4370"}],"version-history":[{"count":0,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages\/4370\/revisions"}],"wp:attachment":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/media?parent=4370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}