\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u4e13\u4e3a\u7a0b\u5e8f\u5458\u8bbe\u8ba1\u7684AI\u641c\u7d22\u5f15\u64ce\uff0c\u8f93\u5165\u6280\u672f\u95ee\u9898\u76f4\u63a5\u8fd4\u56de\u53ef\u8fd0\u884c\u4ee3\u7801\uff0c\u6bd4\u4f20\u7edf\u641c\u7d22\u5feb5\u500d\u3002<\/p>\n
\u4f5c\u4e3a\u4e00\u4e2a\u6bcf\u5929\u8ddf\u4ee3\u7801\u6253\u4ea4\u9053\u7684\u5f00\u53d1\u8005\uff0c\u6211\u592a\u6e05\u695a\u90a3\u79cd\u5728 Stack Overflow \u91cc\u7ffb\u6765\u8986\u53bb\u627e\u7b54\u6848\u7684\u75db\u82e6\u4e86\u3002\u76f4\u5230\u6211\u9047\u5230\u4e86 Phind\uff0c\u8fd9\u4e2a\u53f7\u79f0\u201c\u7a0b\u5e8f\u5458\u4e13\u7528AI\u641c\u7d22\u5f15\u64ce\u201d\u7684\u5de5\u5177\uff0c\u5f7b\u5e95\u6539\u53d8\u4e86\u6211\u6392\u67e5 bug\u3001\u67e5\u6587\u6863\u3001\u5b66\u65b0\u6846\u67b6\u7684\u65b9\u5f0f\u3002<\/p>\n
\u5148\u8bf4\u6700\u6838\u5fc3\u7684\u4f53\u9a8c\uff1aPhind \u4e0d\u662f\u50cf Google \u90a3\u6837\u7ed9\u4f60\u4e00\u957f\u4e32\u94fe\u63a5\u8ba9\u4f60\u81ea\u5df1\u70b9\u5f00\u627e\u7b54\u6848\uff0c\u800c\u662f\u76f4\u63a5\u7406\u89e3\u4f60\u7684\u6280\u672f\u95ee\u9898\uff0c\u7136\u540e\u4ece\u591a\u4e2a\u6743\u5a01\u6765\u6e90\uff08\u6587\u6863\u3001GitHub \u4ed3\u5e93\u3001Stack Overflow\u3001\u535a\u5ba2\u7b49\uff09\u63d0\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u751f\u6210\u4e00\u4e2a\u5305\u542b\u4ee3\u7801\u7247\u6bb5\u3001\u89e3\u91ca\u548c\u5f15\u7528\u94fe\u63a5\u7684\u7efc\u5408\u56de\u7b54\u3002\u66f4\u72e0\u7684\u662f\uff0c\u5b83\u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\uff0c\u4f60\u53ef\u4ee5\u50cf\u8ddf\u4e00\u4e2a\u8d44\u6df1\u5de5\u7a0b\u5e08\u804a\u5929\u4e00\u6837\uff0c\u4e0d\u65ad\u8ffd\u95ee\u201c\u90a3\u5982\u679c\u6539\u6210\u5f02\u6b65\u5462\uff1f\u201d\u3001\u201c\u8fd9\u4e2a API \u7684\u8fd4\u56de\u7ed3\u6784\u662f\u4ec0\u4e48\uff1f\u201d\uff0cPhind \u4f1a\u57fa\u4e8e\u4e0a\u4e0b\u6587\u7ee7\u7eed\u7ed9\u51fa\u7cbe\u51c6\u7b54\u6848\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Phind \u7684\u6280\u672f\u5e95\u5ea7\u662f\u591a\u4e2a\u81ea\u7814\u7684\u5fae\u8c03\u6a21\u578b\uff0c\u5305\u62ec Phind-70B \u548c Phind-34B\uff0c\u8fd9\u4e9b\u6a21\u578b\u4e13\u95e8\u9488\u5bf9\u4ee3\u7801\u548c\u6280\u672f\u6587\u6863\u8fdb\u884c\u4f18\u5316\u3002\u5728 HumanEval\uff08\u4ee3\u7801\u751f\u6210\u57fa\u51c6\u6d4b\u8bd5\uff09\u4e2d\uff0cPhind-70B \u8fbe\u5230\u4e86 82.1% \u7684 pass@1 \u51c6\u786e\u7387\uff0c\u8fdc\u8d85 GPT-3.5 \u7684 48.1% \u548c CodeLlama-34B \u7684 48.8%\u3002\u8fd9\u610f\u5473\u7740\u4ec0\u4e48\uff1f\u4f60\u95ee\u5b83\u201c\u7528 Python \u5199\u4e00\u4e2a\u5408\u5e76\u4e24\u4e2a\u6709\u5e8f\u94fe\u8868\u7684\u51fd\u6570\u201d\uff0c\u5b83\u5927\u6982\u7387\u4e00\u6b21\u5c31\u80fd\u8dd1\u901a\u3002<\/p>\n
\u53e6\u4e00\u4e2a\u6740\u624b\u950f\u662f\u201c\u641c\u7d22\u5373\u4ee3\u7801\u201d\u3002Phind \u9ed8\u8ba4\u4f1a\u5b9e\u65f6\u6293\u53d6\u7f51\u7edc\u4e0a\u7684\u6700\u65b0\u4fe1\u606f\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56\u9759\u6001\u8bad\u7ec3\u6570\u636e\u3002\u6bd4\u5982\u4f60\u95ee\u201cNext.js 14 \u7684 App Router \u4e2d\u5982\u4f55\u5b9e\u73b0\u52a8\u6001\u8def\u7531\u201d\uff0c\u5b83\u7ed9\u51fa\u7684\u4ee3\u7801\u76f4\u63a5\u57fa\u4e8e\u6700\u65b0\u7684\u6587\u6863\uff0c\u4e0d\u4f1a\u50cf ChatGPT \u90a3\u6837\u7ed9\u4f60\u8fc7\u65f6\u7684 API\u3002Phind \u8fd8\u63d0\u4f9b\u4e86\u201cExpert\u201d\u6a21\u5f0f\uff0c\u5f00\u542f\u540e\u6a21\u578b\u4f1a\u8fdb\u884c\u66f4\u6df1\u5ea6\u7684\u63a8\u7406\uff0c\u5904\u7406\u590d\u6742\u95ee\u9898\u65f6\u8868\u73b0\u66f4\u597d\uff0c\u4f46\u54cd\u5e94\u901f\u5ea6\u4f1a\u6162\u4e00\u4e9b\uff0c\u9002\u5408\u9700\u8981\u4e25\u8c28\u5206\u6790\u7684\u573a\u666f\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
1. \u8c03\u8bd5\u62a5\u9519\u4fe1\u606f\uff1a\u8fd9\u53ef\u80fd\u662f Phind \u6700\u5b9e\u7528\u7684\u573a\u666f\u3002\u5f53\u4f60\u9762\u5bf9\u4e00\u6bb5\u770b\u4e0d\u61c2\u7684 Python Traceback \u6216\u8005 JavaScript \u7684 TypeError \u65f6\uff0c\u76f4\u63a5\u628a\u9519\u8bef\u65e5\u5fd7\u7c98\u8d34\u8fdb\u53bb\u3002Phind \u4f1a\u89e3\u6790\u9519\u8bef\u7c7b\u578b\u3001\u5b9a\u4f4d\u4ee3\u7801\u4f4d\u7f6e\uff0c\u5e76\u7ed9\u51fa\u4fee\u590d\u5efa\u8bae\u548c\u793a\u4f8b\u4ee3\u7801\u3002\u6211\u524d\u51e0\u5929\u5728\u8c03\u8bd5\u4e00\u4e2a Django \u7684\u6570\u636e\u5e93\u8fc1\u79fb\u51b2\u7a81\u95ee\u9898\uff0cGoogle \u641c\u4e86 15 \u5206\u949f\u6ca1\u627e\u5230\u9760\u8c31\u89e3\u6cd5\uff0cPhind \u76f4\u63a5\u7ed9\u51fa\u4e86\u4e09\u6761\u4fee\u590d\u8def\u5f84\uff0c\u7b2c\u4e00\u6761\u5c31\u89e3\u51b3\u4e86\u3002<\/p>\n
2. \u5b66\u4e60\u65b0\u6846\u67b6\/\u5e93\uff1a\u60f3\u5feb\u901f\u4e0a\u624b Rust \u7684 Actix-web \u6846\u67b6\uff1f\u522b\u53bb\u5543\u6587\u6863\u4e86\u3002\u76f4\u63a5\u95ee\u201c\u7528 Actix-web \u5199\u4e00\u4e2a\u5e26 JWT \u8ba4\u8bc1\u7684 REST API \u793a\u4f8b\u201d\uff0cPhind \u4f1a\u751f\u6210\u4e00\u4e2a\u5b8c\u6574\u7684\u3001\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\u6846\u67b6\uff0c\u5e76\u7ed9\u6bcf\u4e00\u6b65\u52a0\u4e0a\u6ce8\u91ca\u3002\u8fd9\u5bf9\u4e8e\u60f3\u5feb\u901f\u9a8c\u8bc1\u6280\u672f\u9009\u578b\u7684\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u6548\u7387\u63d0\u5347\u662f\u78be\u538b\u7ea7\u7684\u3002<\/p>\n
3. \u4ee3\u7801\u5ba1\u67e5\u4e0e\u4f18\u5316\uff1a\u4f60\u53ef\u4ee5\u628a\u4e00\u6bb5\u81ea\u5df1\u5199\u7684\u4ee3\u7801\u6254\u7ed9 Phind\uff0c\u95ee\u201c\u8fd9\u4e2a\u51fd\u6570\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u662f\u591a\u5c11\uff1f\u5982\u4f55\u4f18\u5316\uff1f\u201d\u6216\u8005\u201c\u8fd9\u6bb5 SQL \u67e5\u8be2\u80fd\u52a0\u7d22\u5f15\u4f18\u5316\u5417\uff1f\u201d\u3002Phind \u4f1a\u5206\u6790\u4ee3\u7801\u903b\u8f91\uff0c\u7ed9\u51fa\u6539\u8fdb\u65b9\u6848\u548c\u6027\u80fd\u5bf9\u6bd4\u3002\u4e0d\u8fc7\u8981\u6ce8\u610f\uff0cPhind \u4e0d\u662f\u4e13\u4e1a\u7684\u4ee3\u7801\u5ba1\u67e5\u5de5\u5177\uff0c\u65e0\u6cd5\u66ff\u4ee3\u4eba\u5de5\u5ba1\u67e5\uff0c\u4f46\u5bf9\u4e8e\u5feb\u901f\u53d1\u73b0\u4f4e\u7ea7\u6027\u80fd\u95ee\u9898\u5f88\u6709\u5e2e\u52a9\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u4e3b\u8981\u7ade\u4e89\u5bf9\u624b\u662f ChatGPT\uff08\u5c24\u5176\u662f GPT-4\uff09\u548c GitHub Copilot Chat\u3002<\/p>\n
ChatGPT \u7684\u4f18\u52bf\u5728\u4e8e\u901a\u7528\u6027\u66f4\u5f3a\uff0c\u80fd\u5904\u7406\u975e\u6280\u672f\u95ee\u9898\uff0c\u4f46\u5b83\u7684\u8bad\u7ec3\u6570\u636e\u6709\u622a\u6b62\u65e5\u671f\uff0c\u5bf9\u4e8e\u6700\u65b0\u7684\u6846\u67b6\u7248\u672c\u3001API \u53d8\u5316\u53cd\u5e94\u8fdf\u949d\u3002\u66f4\u5173\u952e\u7684\u662f\uff0cChatGPT \u7684\u4ee3\u7801\u751f\u6210\u7ecf\u5e38\u6709\u201c\u5e7b\u89c9\u201d\uff0c\u7ed9\u51fa\u770b\u8d77\u6765\u5408\u7406\u4f46\u5b9e\u9645\u4e0d\u5b58\u5728\u7684\u51fd\u6570\u6216\u65b9\u6cd5\u3002Phind \u56e0\u4e3a\u5b9e\u65f6\u8054\u7f51\u641c\u7d22\uff0c\u5e76\u4e14\u4f1a\u5f15\u7528\u6765\u6e90\uff0c\u53ef\u9760\u6027\u660e\u663e\u66f4\u9ad8\u3002<\/p>\n
GitHub Copilot Chat \u7684\u4f18\u52bf\u5728\u4e8e\u6df1\u5ea6\u96c6\u6210 IDE\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728 VS Code \u91cc\u63d0\u95ee\u5e76\u83b7\u53d6\u4ee3\u7801\u5efa\u8bae\uff0c\u5de5\u4f5c\u6d41\u66f4\u6d41\u7545\u3002\u4f46 Copilot Chat \u7684\u641c\u7d22\u80fd\u529b\u504f\u5f31\uff0c\u5b83\u66f4\u64c5\u957f\u57fa\u4e8e\u5f53\u524d\u4e0a\u4e0b\u6587\u8865\u5168\u4ee3\u7801\uff0c\u800c\u4e0d\u662f\u5e2e\u4f60\u4ece\u96f6\u5230\u4e00\u89e3\u51b3\u4e00\u4e2a\u590d\u6742\u7684\u6280\u672f\u95ee\u9898\u3002Phind \u66f4\u50cf\u4e00\u4e2a\u201c\u5916\u8111\u201d\uff0c\u9002\u5408\u4f60\u8df3\u51fa IDE \u53bb\u67e5\u8d44\u6599\u3001\u505a\u65b9\u6848\u8c03\u7814\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
Phind \u7684\u514d\u8d39\u7248\u5df2\u7ecf\u8db3\u591f\u5f3a\u5927\uff1a\u6bcf\u5929\u6709 30 \u6b21\u9ad8\u8d28\u91cf\u67e5\u8be2\uff08\u4f7f\u7528 Phind-34B \u6a21\u578b\uff09\uff0c\u652f\u6301\u8054\u7f51\u641c\u7d22\u548c\u4ee3\u7801\u9ad8\u4eae\u3002\u5bf9\u4e8e\u65e5\u5e38\u8c03\u8bd5\u548c\u7b80\u5355\u5b66\u4e60\uff0c\u57fa\u672c\u591f\u7528\u3002<\/p>\n
\u4ed8\u8d39\u7248\u6709\u4e24\u4e2a\u6863\u6b21\uff1aPhind Pro\uff0820 \u7f8e\u5143\/\u6708\uff09\u548c Phind Max\uff0830 \u7f8e\u5143\/\u6708\uff09\u3002Pro \u7248\u89e3\u9501\u65e0\u9650\u6b21\u67e5\u8be2\u3001\u4f7f\u7528\u66f4\u5f3a\u7684 Phind-70B \u6a21\u578b\u3001\u652f\u6301\u66f4\u957f\u7684\u4e0a\u4e0b\u6587\uff08\u6700\u591a 16K tokens\uff09\u3002Max \u7248\u5219\u589e\u52a0\u4e86\u201cExpert\u201d\u6a21\u5f0f\u3001\u4ee3\u7801\u89e3\u91ca\u5668\uff08\u53ef\u4ee5\u8fd0\u884c Python \u4ee3\u7801\u5e76\u770b\u5230\u8f93\u51fa\uff09\uff0c\u4ee5\u53ca\u6700\u9ad8 100K tokens \u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\uff0c\u9002\u5408\u5904\u7406\u5927\u578b\u4ee3\u7801\u5e93\u3002<\/p>\n
\u5bf9\u6bd4\u4e00\u4e0b\uff1aChatGPT Plus \u662f 20 \u7f8e\u5143\/\u6708\uff0c\u4f46\u4ee3\u7801\u80fd\u529b\u4e0d\u5982 Phind \u4e13\u6ce8\uff1bGitHub Copilot \u662f 10 \u7f8e\u5143\/\u6708\uff0c\u4f46\u529f\u80fd\u4fa7\u91cd\u70b9\u4e0d\u540c\u3002\u5bf9\u4e8e\u91cd\u5ea6\u7a0b\u5e8f\u5458\u6765\u8bf4\uff0cPhind Pro \u7684 20 \u7f8e\u5143\/\u6708\u7edd\u5bf9\u503c\u56de\u7968\u4ef7\u2014\u2014\u7701\u4e0b\u7684\u65f6\u95f4\u6210\u672c\u8fdc\u8d85\u8fd9\u4e2a\u6570\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u5168\u6808\u5f00\u53d1\u8005\u3001\u540e\u7aef\u5de5\u7a0b\u5e08\u3001\u6570\u636e\u79d1\u5b66\u5bb6\uff1a\u65e5\u5e38\u9700\u8981\u9891\u7e41\u67e5\u6587\u6863\u3001\u8c03\u8bd5\u3001\u5b66\u4e60\u65b0\u6280\u672f\u3002<\/p>\n
– \u6280\u672f\u9762\u8bd5\u51c6\u5907\u8005\uff1a\u53ef\u4ee5\u7528\u6765\u5feb\u901f\u7406\u89e3\u7b97\u6cd5\u9898\u89e3\u3001\u7cfb\u7edf\u8bbe\u8ba1\u6a21\u5f0f\u3002<\/p>\n
– \u5f00\u6e90\u8d21\u732e\u8005\uff1a\u5feb\u901f\u7406\u89e3\u4e0d\u719f\u6089\u4ee3\u7801\u5e93\u7684\u903b\u8f91\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u975e\u6280\u672f\u4eba\u5458\uff1aPhind \u7684\u56de\u590d\u9ed8\u8ba4\u5e26\u6709\u5927\u91cf\u6280\u672f\u672f\u8bed\u548c\u4ee3\u7801\uff0c\u5bf9\u5c0f\u767d\u4e0d\u53cb\u597d\u3002<\/p>\n
– \u524d\u7aef\u8bbe\u8ba1\u5e08\uff1a\u5982\u679c\u4e3b\u8981\u5de5\u4f5c\u662f\u5199 CSS \u548c\u8bbe\u8ba1 UI\uff0cChatGPT \u6216 Midjourney \u66f4\u5408\u9002\u3002<\/p>\n
– \u9700\u8981\u79bb\u7ebf\u5de5\u4f5c\u7684\u573a\u666f\uff1aPhind \u5fc5\u987b\u8054\u7f51\u4f7f\u7528\u3002<\/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
PM \u6d4b\u8bc4\u7ed3\u8bba<\/p>\n
1. \u63a8\u8350\u6307\u6570\uff1a\u2605\u2605\u2605\u2605\u2605<\/p>\n
2. \u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u7a0b\u5e8f\u5458\u67e5\u4ee3\u7801\u95ee\u9898\u7684\u6700\u5f3a\u5916\u8111<\/p>\n
3. \u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u8c03\u8bd5\/\u6280\u672f\u5b66\u4e60\/\u65b9\u6848\u8c03\u7814<\/p>\n
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