\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u4e13\u4e3a\u5f00\u53d1\u8005\u8bbe\u8ba1\u7684 AI \u641c\u7d22\u5f15\u64ce\uff0c\u76f4\u63a5\u641c\u5230\u53ef\u8fd0\u884c\u4ee3\u7801\u7247\u6bb5\uff0c\u6280\u672f\u95ee\u9898\u79d2\u7ea7\u54cd\u5e94\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587<\/p>\n
\u5982\u679c\u4f60\u662f\u7a0b\u5e8f\u5458\uff0c\u5927\u6982\u7387\u7ecf\u5386\u8fc7\u8fd9\u79cd\u6293\u72c2\uff1a\u5728 Google \u641c\u4e00\u4e2a\u62a5\u9519\uff0c\u70b9\u5f00\u4e94\u516d\u4e2a\u7f51\u9875\uff0c\u7ffb\u534a\u5929 Stack Overflow\uff0c\u7ed3\u679c\u53d1\u73b0\u662f\u4e24\u5e74\u524d\u7684\u7b54\u6848\uff0c\u6839\u672c\u4e0d\u9002\u7528\u3002Phind \u5c31\u662f\u6765\u7ec8\u7ed3\u8fd9\u79cd\u4f4e\u6548\u7684\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Phind \u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5782\u76f4\u641c\u7d22\u5f15\u64ce\uff0c\u4f46\u5b83\u4e0d\u662f\u7b80\u5355\u628a GPT \u5957\u4e2a\u58f3\u3002\u5b83\u6700\u786c\u6838\u7684\u80fd\u529b\u662f\uff1a\u641c\u7d22\u5373\u5f97\u53ef\u8fd0\u884c\u4ee3\u7801\u3002<\/p>\n
\u5177\u4f53\u6765\u8bf4\uff0cPhind \u7684\u6280\u672f\u6808\u6709\u51e0\u4e2a\u5173\u952e\u70b9\uff1a<\/p>\n
1. \u5b9e\u65f6\u8054\u7f51\u641c\u7d22\uff1aPhind \u4f1a\u5b9e\u65f6\u6293\u53d6\u6700\u65b0\u7684\u6280\u672f\u6587\u6863\u3001GitHub Issues\u3001Stack Overflow \u5e16\u5b50\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56\u8bad\u7ec3\u6570\u636e\u91cc\u7684\u65e7\u77e5\u8bc6\u3002\u8fd9\u610f\u5473\u7740\u4f60\u95ee\u201cReact 18 \u6700\u65b0 bug\u201d\uff0c\u5b83\u80fd\u62ff\u5230 2024 \u5e74\u7684\u7b54\u6848\uff0c\u800c\u975e ChatGPT \u90a3\u79cd\u77e5\u8bc6\u622a\u6b62\u4e8e 2023 \u5e74\u7684\u534a\u6b8b\u5e9f\u72b6\u6001\u3002<\/p>\n
2. \u4ee3\u7801\u4f18\u5148\u7684\u89e3\u6790\u5f15\u64ce\uff1a\u666e\u901a\u641c\u7d22\u5f15\u64ce\u8fd4\u56de\u7684\u662f\u7f51\u9875\u6458\u8981\uff0cPhind \u4f1a\u76f4\u63a5\u89e3\u6790\u6280\u672f\u9875\u9762\u4e2d\u7684\u4ee3\u7801\u5757\uff0c\u5e76\u63d0\u53d6\u51fa\u53ef\u76f4\u63a5\u590d\u7528\u7684\u4ee3\u7801\u7247\u6bb5\u3002\u6839\u636e\u5b98\u65b9\u6570\u636e\uff0c\u5b83\u5bf9\u6280\u672f\u95ee\u9898\u7684\u54cd\u5e94\u901f\u5ea6\u6bd4 Google \u5feb 5 \u500d\uff0c\u5b9e\u6d4b\u4e0b\u6765\u786e\u5b9e\u4e0d\u5938\u5f20\u2014\u2014\u641c\u4e00\u4e2a Python \u5e93\u7684\u7528\u6cd5\uff0cPhind \u5728 2 \u79d2\u5185\u7ed9\u51fa\u5e26\u6ce8\u91ca\u7684\u4ee3\u7801\uff0cGoogle \u53ef\u80fd\u8981\u4f60\u70b9 3 \u4e2a\u94fe\u63a5\u3002<\/p>\n
3. \u591a\u8f6e\u4e0a\u4e0b\u6587\u4fdd\u6301\uff1aPhind \u7684\u5bf9\u8bdd\u6a21\u5f0f\u80fd\u8bb0\u4f4f\u4f60\u4e4b\u524d\u7684\u95ee\u9898\uff0c\u6bd4\u5982\u4f60\u95ee\u201c\u5982\u4f55\u7528 Docker \u90e8\u7f72 Flask\u201d\uff0c\u7136\u540e\u8ffd\u95ee\u201c\u52a0\u4e0a Nginx \u600e\u4e48\u505a\u201d\uff0c\u5b83\u4f1a\u81ea\u52a8\u5173\u8054\u4e0a\u4e0b\u6587\uff0c\u800c\u4e0d\u662f\u50bb\u50bb\u5730\u91cd\u65b0\u641c\u7d22\u3002<\/p>\n
4. Phind-70B \u6a21\u578b\uff1a\u8fd9\u662f\u4ed6\u4eec\u81ea\u5df1\u8bad\u7ec3\u7684 70B \u53c2\u6570\u6a21\u578b\uff0c\u4e13\u95e8\u9488\u5bf9\u4ee3\u7801\u548c\u6280\u672f\u95ee\u9898\u4f18\u5316\u3002\u5728 HumanEval \u4ee3\u7801\u751f\u6210\u8bc4\u6d4b\u4e2d\uff0c\u5b83\u7684\u901a\u8fc7\u7387\u8d85\u8fc7 GPT-4\uff0c\u800c\u4e14\u63a8\u7406\u901f\u5ea6\u66f4\u5feb\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
\u573a\u666f\u4e00\uff1aDebug \u62a5\u9519\u201cNo module named \u2018xxx\u2019\u201d<\/p>\n
\u4f20\u7edf\u505a\u6cd5\uff1a\u590d\u5236\u62a5\u9519 \u2192 Google \u2192 \u7ffb\u4e09\u4e2a\u9875\u9762 \u2192 \u53d1\u73b0\u662f Python \u7248\u672c\u95ee\u9898\u3002<\/p>\n
Phind \u505a\u6cd5\uff1a\u7c98\u8d34\u62a5\u9519 \u2192 2 \u79d2\u540e\u5f97\u5230\u201c\u8fd0\u884c `pip install xxx`\uff0c\u5982\u679c\u5df2\u5b89\u88c5\u8bf7\u68c0\u67e5 `requirements.txt` \u4e2d\u7684\u7248\u672c\u53f7\u201d\u5e76\u9644\u4e0a\u5b8c\u6574\u547d\u4ee4\u3002\u5b9e\u6d4b\u89e3\u51b3\u901f\u5ea6\u81f3\u5c11\u5feb 3 \u500d\u3002<\/p>\n
\u573a\u666f\u4e8c\uff1a\u5b66\u4e60\u65b0\u6846\u67b6\u7684 API \u7528\u6cd5<\/p>\n
\u6bd4\u5982\u4f60\u60f3\u7528 FastAPI \u5199\u4e00\u4e2a\u6587\u4ef6\u4e0a\u4f20\u63a5\u53e3\u3002\u641c\u201cFastAPI \u6587\u4ef6\u4e0a\u4f20\u793a\u4f8b\u201d\uff0cPhind \u76f4\u63a5\u8fd4\u56de\u4e00\u4e2a\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\u5757\uff0c\u5305\u542b `UploadFile`\u3001`File` \u7684\u5bfc\u5165\u548c\u5f02\u6b65\u5904\u7406\u903b\u8f91\uff0c\u8fde `curl` \u6d4b\u8bd5\u547d\u4ee4\u90fd\u7ed9\u4f60\u4e86\u3002Google \u7684\u8bdd\uff0c\u4f60\u5f97\u5728\u5b98\u65b9\u6587\u6863\u548c\u535a\u5ba2\u4e4b\u95f4\u6765\u56de\u8df3\u8f6c\u3002<\/p>\n
\u573a\u666f\u4e09\uff1a\u590d\u6742\u7684\u6280\u672f\u9009\u578b\u5bf9\u6bd4<\/p>\n
\u95ee\u201cGo vs Rust \u505a\u5fae\u670d\u52a1\u7684\u4f18\u52a3\u201d\uff0cPhind \u4f1a\u7efc\u5408\u591a\u4e2a\u6280\u672f\u535a\u5ba2\u3001\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u3001\u793e\u533a\u6d3b\u8dc3\u5ea6\u6570\u636e\uff0c\u7ed9\u51fa\u5e26\u5f15\u7528\u6765\u6e90\u7684\u5bf9\u6bd4\u8868\u683c\uff0c\u800c\u4e0d\u662f ChatGPT \u90a3\u79cd\u201c\u6211\u89c9\u5f97\u4e24\u8005\u90fd\u5f88\u597d\u201d\u7684\u5e9f\u8bdd\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u7ade\u54c1\uff1aPerplexity AI<\/p>\n
Perplexity \u662f\u901a\u7528 AI \u641c\u7d22\uff0c\u8986\u76d6\u6240\u6709\u9886\u57df\u3002Phind \u5219\u4e13\u6ce8\u4e8e\u4ee3\u7801\u548c\u6280\u672f\u95ee\u9898\u3002\u5dee\u5f02\u70b9\u5728\u4e8e\uff1a<\/p>\n
– Phind \u7684\u641c\u7d22\u7ed3\u679c\u4e2d\uff0c\u4ee3\u7801\u5757\u5360\u6bd4\u8d85\u8fc7 60%\uff0cPerplexity \u53ef\u80fd\u53ea\u6709 20%\u3002<\/p>\n
– Phind \u652f\u6301\u76f4\u63a5\u8fd0\u884c\u4ee3\u7801\uff08\u901a\u8fc7\u5185\u7f6e\u7684\u4ee3\u7801\u6c99\u76d2\uff09\uff0cPerplexity \u53ea\u662f\u6587\u5b57\u63cf\u8ff0\u3002<\/p>\n
– Phind \u5bf9\u6280\u672f\u672f\u8bed\u7684\u89e3\u6790\u66f4\u7cbe\u51c6\uff0c\u6bd4\u5982\u4f60\u95ee\u201cSQLAlchemy \u7684 lazy=\u2018dynamic\u2019 \u662f\u4ec0\u4e48\u610f\u601d\u201d\uff0cPhind \u4f1a\u76f4\u63a5\u7ed9\u51fa ORM \u5173\u7cfb\u914d\u7f6e\u7684\u4ee3\u7801\u793a\u4f8b\uff0cPerplexity \u53ef\u80fd\u8fd8\u5728\u89e3\u91ca\u6982\u5ff5\u3002<\/p>\n
\u7ade\u54c1\uff1aGitHub Copilot Chat<\/p>\n
Copilot Chat \u662f IDE \u5185\u5d4c\u7684 AI \u52a9\u624b\uff0c\u5f3a\u5728\u4ee3\u7801\u8865\u5168\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\u3002Phind \u662f\u72ec\u7acb\u7684\u641c\u7d22\u5f15\u64ce\uff0c\u5f3a\u5728\u4fe1\u606f\u68c0\u7d22\u548c\u6587\u6863\u67e5\u627e\u3002\u4e24\u8005\u4e92\u8865\uff1a\u5199\u4ee3\u7801\u65f6\u7528 Copilot\uff0c\u9047\u5230\u4e0d\u61c2\u7684\u5e93\u6216\u62a5\u9519\u65f6\u5207\u5230 Phind\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
Phind \u6709\u514d\u8d39\u7248\uff0c\u6bcf\u5929 50 \u6b21\u641c\u7d22\uff0c\u5bf9\u8f7b\u5ea6\u7528\u6237\u5b8c\u5168\u591f\u7528\u3002\u4ed8\u8d39\u7248 $20\/\u6708\uff0c\u63d0\u4f9b\u65e0\u9650\u641c\u7d22\u3001\u4f18\u5148\u54cd\u5e94\u3001Phind-70B \u6a21\u578b\uff08\u514d\u8d39\u7248\u662f Phind-34B\uff09\u3002\u5bf9\u6bd4 ChatGPT Plus \u7684 $20\/\u6708\uff0cPhind \u7684\u641c\u7d22\u80fd\u529b\u66f4\u5f3a\uff0c\u4f46\u901a\u7528\u5bf9\u8bdd\u80fd\u529b\u5f31\u3002\u5982\u679c\u4f60\u4e3b\u8981\u662f\u7528\u6765\u5199\u4ee3\u7801\u3001\u67e5\u6280\u672f\u6587\u6863\uff0cPhind \u7684\u6027\u4ef7\u6bd4\u79d2\u6740 ChatGPT\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\uff1a<\/p>\n
– \u5168\u6808\u5f00\u53d1\u8005\uff0c\u5c24\u5176\u662f\u9700\u8981\u9891\u7e41\u67e5\u9605\u65b0\u5e93\u3001\u65b0\u6846\u67b6\u7684\u4e2d\u9ad8\u7ea7\u7a0b\u5e8f\u5458\u3002<\/p>\n
– \u6280\u672f\u5199\u4f5c\u8005\uff0c\u5199\u6280\u672f\u6587\u7ae0\u65f6\u5feb\u901f\u9a8c\u8bc1\u4ee3\u7801\u793a\u4f8b\u3002<\/p>\n
– \u81ea\u5b66\u7f16\u7a0b\u7684\u65b0\u624b\uff0c\u9047\u5230\u62a5\u9519\u65f6\u80fd\u76f4\u63a5\u62ff\u5230\u53ef\u8fd0\u884c\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n
\u4e0d\u9002\u5408\uff1a<\/p>\n
– \u975e\u6280\u672f\u7528\u6237\uff0c\u95ee\u201c\u600e\u4e48\u505a\u7ea2\u70e7\u8089\u201d\u8fd9\u79cd\u95ee\u9898\uff0cPhind \u4f1a\u7ed9\u4f60\u4e00\u5806\u83dc\u8c31\u94fe\u63a5\uff0c\u4e0d\u5982 ChatGPT \u76f4\u63a5\u3002<\/p>\n
– \u9700\u8981\u6df1\u5ea6\u521b\u4f5c\u7684\u4eba\uff0cPhind \u4e0d\u64c5\u957f\u5199\u6545\u4e8b\u3001\u505a\u8425\u9500\u6587\u6848\u3002<\/p>\n
\u5b58\u8bc1\u4ef7\u503c\u63d0\u793a<\/p>\n
\u5982\u679c\u4f60\u7528 Phind \u751f\u6210\u7684\u4ee3\u7801\u7247\u6bb5\u6216\u6280\u672f\u6587\u6863\u7528\u4e8e\u5546\u4e1a\u9879\u76ee\uff0c\u5efa\u8bae\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\u2606<\/p>\n
2. \u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u7a0b\u5e8f\u5458\u67e5\u6280\u672f\u95ee\u9898\u7684\u7ec8\u6781\u6b66\u5668<\/p>\n
3. \u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1\uff0c\u6280\u672f\u641c\u7d22\uff0cDebug \u8c03\u8bd5<\/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":"
AI\u641c\u7d22\uff0c\u7f16\u7a0b\u5de5\u5177\uff0c\u4ee3\u7801\u751f\u6210<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_ai_cert_trace_id":"","_ai_cert_hash":"","_ai_cert_time":"","footnotes":""},"categories":[62],"tags":[10,11],"class_list":["post-980","post","type-post","status-publish","format-standard","hentry","category-ai","tag-ai","tag-11"],"_links":{"self":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts\/980","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/comments?post=980"}],"version-history":[{"count":0,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts\/980\/revisions"}],"wp:attachment":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/media?parent=980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/categories?post=980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/tags?post=980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}