\u5982\u679c\u4f60\u8fd8\u5728\u7ea0\u7ed3\u201c\u8981\u4e0d\u8981\u88c5\u4e2aAI\u7f16\u7a0b\u52a9\u624b\u201d\uff0c\u90a3\u7b54\u6848\u5927\u6982\u7387\u662f\uff1a\u88c5\uff0c\u800c\u4e14\u9996\u9009Copilot\u3002\u8fd9\u4e0d\u662f\u56e0\u4e3a\u5b83\u662f\u6700\u806a\u660e\u7684\u90a3\u4e2a\uff0c\u800c\u662f\u56e0\u4e3a\u5b83\u662f\u6700\u201c\u4e0d\u6311\u98df\u201d\u7684\u90a3\u4e2a\u3002\u4f5c\u4e3a\u5fae\u8f6f\u548cGitHub\u7684\u5ae1\u7cfb\u4ea7\u54c1\uff0cCopilot\u5df2\u7ecf\u6df1\u5ea6\u878d\u5165\u4e86\u5168\u7403\u5f00\u53d1\u8005\u7684\u65e5\u5e38\uff0c\u76ee\u524d\u88c5\u673a\u91cf\u9065\u9065\u9886\u5148\uff0c\u6708\u8bbf\u95ee\u91cf\u7834\u4ebf\uff0c\u51e0\u4e4e\u6210\u4e86IDE\u91cc\u7684\u201c\u7b2c\u4e8c\u7f16\u8f91\u5668\u201d\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Copilot\u7684\u6838\u5fc3\u80fd\u529b\u5c31\u662f\u201c\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u4ee3\u7801\u8865\u5168\u201d\u3002\u5b83\u57fa\u4e8eOpenAI\u7684Codex\u6a21\u578b\uff08GPT-3\u7684\u53d8\u4f53\uff09\uff0c\u7ecf\u8fc7\u6d77\u91cf\u516c\u5f00\u4ee3\u7801\u5e93\u7684\u8bad\u7ec3\uff0c\u80fd\u5728\u4f60\u6572\u4e0b\u6ce8\u91ca\u6216\u51fd\u6570\u540d\u65f6\uff0c\u76f4\u63a5\u751f\u6210\u6574\u6bb5\u903b\u8f91\u3002\u5177\u4f53\u6765\u770b\uff0c\u5b83\u7684\u51e0\u4e2a\u786c\u6307\u6807\uff1a<\/p>\n
– \u8865\u5168\u901f\u5ea6\uff1a\u5b9e\u6d4b\u5728VSCode\u4e2d\uff0c\u4ece\u4f60\u6572\u5b8c\u6700\u540e\u4e00\u4e2a\u5b57\u7b26\u5230\u5f39\u51fa\u5efa\u8bae\uff0c\u5ef6\u8fdf\u901a\u5e38\u5728200-300\u6beb\u79d2\u5185\uff0c\u51e0\u4e4e\u65e0\u611f\u77e5\u3002<\/p>\n
– \u652f\u6301\u8bed\u8a00\uff1a\u8d85\u8fc720\u79cd\u4e3b\u6d41\u8bed\u8a00\uff0c\u5305\u62ecPython\u3001JavaScript\u3001TypeScript\u3001Java\u3001Go\u3001C++\u3001Ruby\u7b49\u3002\u5b9e\u6d4bPython\u548cJS\u7684\u8865\u5168\u51c6\u786e\u7387\u6700\u9ad8\uff0cGo\u6b21\u4e4b\uff0cC++\u5076\u5c14\u4f1a\u8dd1\u504f\u3002<\/p>\n
– \u4e0a\u4e0b\u6587\u7a97\u53e3\uff1a\u80fd\u7406\u89e3\u5f53\u524d\u6587\u4ef6\u3001\u6253\u5f00\u7684\u5176\u4ed6\u6587\u4ef6\u4ee5\u53ca\u6700\u8fd1\u7f16\u8f91\u7684\u4ee3\u7801\uff0c\u6700\u957f\u53ef\u8ffd\u6eaf\u7ea62000\u4e2atoken\uff08\u5927\u7ea61000\u884c\u4ee3\u7801\uff09\u7684\u4e0a\u4e0b\u6587\u3002<\/p>\n
– \u591a\u884c\u8865\u5168\uff1a\u4e0d\u6b62\u662f\u5355\u884c\u5efa\u8bae\uff0c\u5b83\u80fd\u751f\u6210\u5b8c\u6574\u7684\u51fd\u6570\u4f53\u3001\u5faa\u73af\u4f53\u751a\u81f3\u6574\u4e2a\u6a21\u5757\u3002\u6bd4\u5982\u4f60\u5199\u4e00\u4e2a\u201cdef fetch_data(url)\u201d\uff0c\u5b83\u76f4\u63a5\u7ed9\u4f60\u8865\u5168try-except\u7684\u5f02\u5e38\u5904\u7406\u3001requests.get\u7684\u8c03\u7528\u3001JSON\u89e3\u6790\u548c\u8fd4\u56de\u503c\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
1. \u5feb\u901f\u539f\u578b\u5f00\u53d1<\/p>\n
\u4f60\u5199\u4e00\u4e2a\u201c\u7528Flask\u5199\u4e00\u4e2aRESTful API\u201d\uff0cCopilot\u80fd\u76f4\u63a5\u751f\u6210\u8def\u7531\u3001\u8bf7\u6c42\u89e3\u6790\u3001\u6570\u636e\u5e93\u67e5\u8be2\u548c\u9519\u8bef\u8fd4\u56de\u3002\u66fe\u7ecf\u6709\u4e2a\u5b9e\u4e60\u751f\u7528Copilot\uff0c\u534a\u5c0f\u65f6\u642d\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u535a\u5ba2\u540e\u7aef\uff0c\u81ea\u5df1\u53ea\u5199\u4e86\u4e0d\u523020\u884c\u6838\u5fc3\u903b\u8f91\uff0c\u5269\u4e0b\u7684\u5168\u662fAI\u8865\u5168\u7684\u3002<\/p>\n
2. \u91cd\u590d\u4ee3\u7801\u751f\u6210<\/p>\n
\u4f60\u5199\u4e00\u4e2a\u201c\u4eceCSV\u8bfb\u53d6\u6570\u636e\u5e76\u8ba1\u7b97\u6bcf\u5217\u5e73\u5747\u503c\u201d\uff0cCopilot\u4f1a\u751f\u6210pandas\u7684read_csv\u3001groupby\u3001mean\u7b49\u5b8c\u6574\u4ee3\u7801\u94fe\u3002\u5bf9\u4e8e\u6570\u636e\u6e05\u6d17\u3001ETL\u811a\u672c\u8fd9\u7c7b\u9ad8\u9891\u91cd\u590d\u4efb\u52a1\uff0cCopilot\u80fd\u7701\u6389\u4f6080%\u7684\u6837\u677f\u4ee3\u7801\u3002<\/p>\n
3. \u5b66\u4e60\u65b0\u8bed\u8a00\u6216\u6846\u67b6<\/p>\n
\u4f60\u4ecePython\u5207\u5230Rust\uff0c\u5199\u4e00\u4e2a\u201c\u8bfb\u53d6\u6587\u4ef6\u5e76\u9010\u884c\u6253\u5370\u201d\uff0cCopilot\u80fd\u81ea\u52a8\u751f\u6210\u6b63\u786e\u7684Rust\u8bed\u6cd5\uff1ause std::fs::File; use std::io::{BufRead, BufReader}; \u7136\u540e\u5faa\u73af\u3002\u8fd9\u5bf9\u8de8\u8bed\u8a00\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u7b49\u4e8e\u968f\u8eab\u5e26\u4e86\u4e00\u4e2a\u8bed\u6cd5\u901f\u67e5\u624b\u518c\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u76f4\u63a5\u8bf4\u7ade\u54c1\uff1aTabnine\u548cAmazon CodeWhisperer\uff08\u73b0\u5728\u53ebQ Developer\uff09\u3002<\/p>\n
– Tabnine\uff1a\u4e3b\u6253\u672c\u5730\u5316\u90e8\u7f72\u548c\u9690\u79c1\u5b89\u5168\uff0c\u652f\u630120+\u8bed\u8a00\uff0c\u4f46\u8865\u5168\u8d28\u91cf\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\u8fdc\u4e0d\u5982Copilot\u3002\u5b83\u7684\u6a21\u578b\u66f4\u5c0f\uff0c\u751f\u6210\u903b\u8f91\u65f6\u7ecf\u5e38\u201c\u65ad\u7247\u201d\uff0c\u5199\u590d\u6742\u51fd\u6570\u65f6\u5efa\u8bae\u8d28\u91cf\u65ad\u5d16\u5f0f\u4e0b\u8dcc\u3002<\/p>\n
– CodeWhisperer\uff1aAWS\u51fa\u54c1\uff0c\u514d\u8d39\u4e14\u652f\u6301\u5355\u884c\u548c\u591a\u884c\u8865\u5168\uff0c\u4f46\u751f\u6001\u7ed1\u5b9a\u4e25\u91cd\u3002\u5982\u679c\u4f60\u7528AWS Lambda\u3001S3\u7b49\u670d\u52a1\uff0c\u5b83\u4f1a\u4f18\u5148\u63a8\u8350AWS SDK\u7684\u5199\u6cd5\uff1b\u5982\u679c\u4f60\u7528\u5176\u4ed6\u4e91\uff0c\u5b83\u7684\u5efa\u8bae\u5c31\u504f\u5f31\u3002\u800c\u4e14\u5b83\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u6bd4Copilot\u5c0f\uff0c\u5904\u7406\u957f\u6587\u4ef6\u65f6\u5bb9\u6613\u51fa\u9519\u3002<\/p>\n
– Copilot\u7684\u4f18\u52bf\uff1a\u751f\u6001\u517c\u5bb9\u6027\u6700\u597d\uff0cVSCode\u3001JetBrains\u3001Neovim\u5168\u652f\u6301\uff1b\u8865\u5168\u8d28\u91cf\u7a33\u5b9a\uff0c\u5c24\u5176\u5728\u4e3b\u6d41\u8bed\u8a00\u4e0a\u51e0\u4e4e\u4e0d\u4f1a\u51fa\u4f4e\u7ea7\u9519\u8bef\uff1b\u66f4\u65b0\u5feb\uff0c\u5fae\u8f6f\u548cGitHub\u6301\u7eed\u6295\u5582\u6570\u636e\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
– \u4e2a\u4eba\u7248\uff1a$10\/\u6708\uff08\u6216$100\/\u5e74\uff09\uff0c\u5305\u5e74\u7ea6$8.3\/\u6708\u3002\u5bf9\u6bd4Tabnine Pro\uff08$12\/\u6708\uff09\u548cCodeWhisperer\uff08\u514d\u8d39\uff09\uff0cCopilot\u7684\u4ef7\u683c\u4e0d\u7b97\u4f4e\uff0c\u4f46\u8003\u8651\u5230\u5b83\u7684\u8865\u5168\u8d28\u91cf\u548c\u751f\u6001\uff0c\u5bf9\u4e8e\u5168\u804c\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u8fd9\u7b14\u94b1\u7ea6\u7b49\u4e8e\u6bcf\u59293\u6bdb\u94b1\uff0c\u6362\u6765\u7684\u662f\u6bcf\u5929\u8282\u770130\u5206\u949f\u4ee5\u4e0a\u7684\u91cd\u590d\u7f16\u7801\u65f6\u95f4\uff0cROI\u6781\u9ad8\u3002<\/p>\n
– \u4f01\u4e1a\u7248\uff1a$19\/\u6708\uff0c\u591a\u4e86\u4ee3\u7801\u5ba1\u8ba1\u3001\u56e2\u961f\u7ba1\u7406\u3001\u5408\u89c4\u6027\u68c0\u67e5\u7b49\u529f\u80fd\u3002\u9002\u5408\u516c\u53f8\u7edf\u4e00\u91c7\u8d2d\uff0c\u5c24\u5176\u662f\u6709\u4ee3\u7801\u5b89\u5168\u5ba1\u8ba1\u9700\u6c42\u7684\u56e2\u961f\u3002<\/p>\n
– \u514d\u8d39\u7248\uff1a\u5bf9\u5b66\u751f\u3001\u5f00\u6e90\u7ef4\u62a4\u8005\u514d\u8d39\uff0c\u53ea\u8981\u4f60\u6709GitHub\u5b66\u751f\u5305\u6216\u7ef4\u62a4\u77e5\u540d\u5f00\u6e90\u9879\u76ee\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u975e\u5e38\u9002\u5408\uff1a<\/p>\n
– \u521d\u4e2d\u7ea7\u5f00\u53d1\u8005\uff1a\u80fd\u5e2e\u4f60\u8df3\u8fc7\u5927\u91cf\u6837\u677f\u4ee3\u7801\uff0c\u5feb\u901f\u7406\u89e3\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n
– \u5168\u6808\u5f00\u53d1\u8005\uff1a\u5199\u524d\u7aef\u65f6\u8865HTML\/CSS\/JS\uff0c\u5199\u540e\u7aef\u65f6\u8865API\u903b\u8f91\uff0c\u5207\u6362\u8bed\u8a00\u65f6\u4e5f\u80fd\u65e0\u7f1d\u8854\u63a5\u3002<\/p>\n
– \u6570\u636e\u79d1\u5b66\u5bb6\uff1a\u5199pandas\u3001numpy\u3001matplotlib\u65f6\uff0cCopilot\u80fd\u751f\u6210\u5b8c\u6574\u7684\u5206\u6790\u6d41\u7a0b\u3002<\/p>\n
\u4e0d\u592a\u9002\u5408\uff1a<\/p>\n
– \u9ad8\u7ea7\u7cfb\u7edf\u67b6\u6784\u5e08\uff1aCopilot\u5bf9\u5e95\u5c42\u7cfb\u7edf\u7f16\u7a0b\uff08\u5982\u64cd\u4f5c\u7cfb\u7edf\u5185\u6838\u3001\u9a71\u52a8\u5f00\u53d1\uff09\u7684\u652f\u6301\u5f88\u5f31\uff0c\u751f\u6210\u7684\u5efa\u8bae\u5f80\u5f80\u8fc7\u4e8e\u201c\u5e94\u7528\u5c42\u201d\uff0c\u65e0\u6cd5\u5904\u7406\u590d\u6742\u7684\u5185\u5b58\u7ba1\u7406\u548c\u5e76\u53d1\u63a7\u5236\u3002<\/p>\n
– \u5bf9\u4ee3\u7801\u5b89\u5168\u6027\u6709\u6781\u9ad8\u8981\u6c42\u7684\u56e2\u961f\uff1aCopilot\u7684\u8bad\u7ec3\u6570\u636e\u6765\u81ea\u516c\u5f00\u4ee3\u7801\u5e93\uff0c\u5982\u679c\u4f60\u5728\u5199\u91d1\u878d\u3001\u533b\u7597\u7b49\u9886\u57df\u7684\u6838\u5fc3\u7cfb\u7edf\uff0c\u5efa\u8bae\u4e25\u683c\u5ba1\u67e5AI\u751f\u6210\u7684\u4ee3\u7801\uff0c\u907f\u514d\u5f15\u5165\u5df2\u77e5\u6f0f\u6d1e\u3002<\/p>\n
– \u7eaf\u7eaf\u7684\u65b0\u624b\uff1a\u5982\u679c\u4f60\u8fdeif-else\u90fd\u5199\u4e0d\u987a\uff0cCopilot\u7684\u5efa\u8bae\u53ef\u80fd\u4f1a\u8ba9\u4f60\u66f4\u56f0\u60d1\uff0c\u56e0\u4e3a\u5b83\u751f\u6210\u7684\u4ee3\u7801\u6709\u65f6\u4f1a\u5305\u542b\u4f60\u6ca1\u5b66\u8fc7\u7684\u8bed\u6cd5\u3002<\/p>\n
PM \u6d4b\u8bc4\u7ed3\u8bba<\/p>\n
\u63a8\u8350\u6307\u6570\uff1a\u2605\u2605\u2605\u2605\u2606<\/p>\n
\u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u5f00\u53d1\u8005\u5fc5\u5907\u7684AI\u5916\u6302\uff0c\u8865\u5168\u8d28\u91cf\u884c\u4e1a\u7b2c\u4e00\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1, \u5b66\u4e60\u8f85\u52a9, \u6548\u7387\u63d0\u5347<\/p>\n
\u901a\u8fc7 AI\u521b\u4f5c\u793e \u5bf9\u8be5\u5de5\u5177\u751f\u6210\u7684\u4f5c\u54c1\u8fdb\u884c\u7248\u6743\u5b58\u8bc1\uff0c\u53ef\u83b7\u5f97\u5b8c\u6574\u7684\u521b\u4f5c\u8fc7\u7a0b\u8bc1\u660e\u94fe\uff0c\u6709\u6548\u4fdd\u62a4\u6570\u5b57\u8d44\u4ea7\u3002<\/p>\n
—
\n**\u7248\u6743\u63d0\u793a**\uff1a\u4f7f\u7528\u8be5\u5de5\u5177\u521b\u4f5c\u540e\uff0c\u8bf7\u52a1\u5fc5\u524d\u5f80 [AI\u521b\u4f5c\u793e](https:\/\/www.aichuangzuoshe.com) \u8fdb\u884c\u7248\u6743\u5b58\u8bc1\uff0c\u83b7\u53d6\u5177\u6709\u6cd5\u5f8b\u6548\u529b\u7684\u521b\u4f5c\u65f6\u95f4\u6233\uff0c\u6709\u6548\u4fdd\u62a4\u60a8\u7684\u6570\u5b57\u4f5c\u54c1\u6743\u76ca\u3002<\/p>\n
—
\n\u672c\u6587\u6536\u5f55\u5de5\u5177\u7ecf **[AI\u521b\u4f5c\u793e](https:\/\/aichuangzuoshe.com) \u7248\u6743\u4fdd\u62a4\u534f\u8bae**\u8ba4\u8bc1\u3002\u8be5\u5de5\u5177\u751f\u6210\u7684\u4f5c\u54c1\u5df2\u63a5\u5165 AI \u521b\u4f5c\u793e\u7248\u6743\u4fdd\u62a4\u901a\u9053\uff0c\u4f7f\u7528 AI \u521b\u4f5c\u793e\u53ef\u5bf9\u60a8\u7684\u6570\u5b57\u4f5c\u54c1\u8fdb\u884c\u4e00\u952e\u5b58\u8bc1\uff0c\u4fdd\u62a4\u521b\u4f5c\u6743\u76ca\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
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