\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u4e13\u4e3a\u7a0b\u5e8f\u5458\u6253\u9020\u7684AI\u641c\u7d22\u5f15\u64ce\uff0c\u76f4\u63a5\u751f\u6210\u53ef\u8fd0\u884c\u4ee3\u7801\uff0c\u6bd4Google\u641c\u7d22\u6280\u672f\u95ee\u9898\u5feb5\u500d\u3002<\/p>\n
\u6b63\u6587<\/p>\n
\u8bf4\u5b9e\u8bdd\uff0c\u5728AI\u641c\u7d22\u8fd9\u4e2a\u8d5b\u9053\u91cc\uff0c\u6211\u5df2\u7ecf\u89c1\u8fc7\u592a\u591a\u201c\u957f\u5f97\u50cfChatGPT\uff0c\u4f46\u641c\u4e0d\u5230\u771f\u4e1c\u897f\u201d\u7684\u73a9\u5177\u4e86\u3002\u4f46Phind\u662f\u4e2a\u4f8b\u5916\u3002\u5b83\u4e0d\u662f\u90a3\u79cd\u8ba9\u4f60\u8f93\u4e2a\u95ee\u9898\u7136\u540e\u7ed9\u4f60\u4e00\u6bb5\u6f02\u4eae\u5e9f\u8bdd\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u5b83\u662f\u771f\u6b63\u628a\u641c\u7d22\u5f15\u64ce\u548c\u4ee3\u7801\u751f\u6210\u63c9\u5728\u4e00\u8d77\u7684\u602a\u7269\u3002<\/p>\n
\u6211\u7b2c\u4e00\u6b21\u7528Phind\u7684\u65f6\u5019\uff0c\u9700\u6c42\u5f88\u7b80\u5355\uff1a\u7528Python\u5199\u4e00\u4e2a\u5f02\u6b65WebSocket\u5ba2\u6237\u7aef\uff0c\u8981\u5904\u7406\u5fc3\u8df3\u91cd\u8fde\u3002\u653e\u5728Google\u4e0a\uff0c\u6211\u5f97\u5148\u641c\u201cPython websocket client example\u201d\uff0c\u70b9\u5f00\u4e09\u56db\u4e2aStack Overflow\u9875\u9762\uff0c\u518d\u7ffb\u4e00\u7ffb\u5b98\u65b9\u6587\u6863\uff0c\u6700\u540e\u81ea\u5df1\u62fc\u51d1\u3002\u5728Phind\u4e0a\uff0c\u6211\u53ea\u6253\u4e86\u4e00\u53e5\u8bdd\uff1a\u201cPython asyncio websocket client with heartbeat and auto reconnect\u201d\uff0c\u5b83\u76f4\u63a5\u7ed9\u4e86\u6211\u4e00\u6bb5\u5b8c\u6574\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\uff0c\u8fd8\u5e26\u6ce8\u91ca\u3002<\/p>\n
\u90a3\u4e00\u523b\u6211\u5c31\u77e5\u9053\uff0c\u8fd9\u4e1c\u897f\u4e0d\u662f\u6765\u5377\u7684\uff0c\u662f\u6765\u9769\u547d\u7684\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Phind\u7684\u6838\u5fc3\u903b\u8f91\u5176\u5b9e\u5f88\u6734\u7d20\uff1a\u5b83\u4e0d\u8ddf\u4f60\u73a9\u201c\u751f\u6210\u5f0f\u804a\u5929\u201d\uff0c\u5b83\u73a9\u7684\u662f\u201c\u751f\u6210\u5f0f\u641c\u7d22\u201d\u3002\u4f60\u8f93\u5165\u6280\u672f\u95ee\u9898\uff0c\u5b83\u5148\u7406\u89e3\u4f60\u7684\u610f\u56fe\uff0c\u7136\u540e\u5b9e\u65f6\u722c\u53d6\u4e92\u8054\u7f51\u4e0a\u7684\u6280\u672f\u6587\u6863\u3001GitHub\u4ed3\u5e93\u3001Stack Overflow\u95ee\u7b54\uff0c\u518d\u7ed3\u5408\u81ea\u8eab\u7684\u4ee3\u7801\u751f\u6210\u80fd\u529b\uff0c\u8f93\u51fa\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u7b54\u6848\u3002<\/p>\n
\u6700\u8ba9\u6211\u60ca\u8273\u7684\u662f\u5b83\u7684\u201c\u641c\u7d22\u5373\u4ee3\u7801\u201d\u6a21\u5f0f\u3002\u666e\u901aAI\u52a9\u624b\u751f\u6210\u4ee3\u7801\u65f6\uff0c\u7ecf\u5e38\u51fa\u73b0\u5e7b\u89c9\uff0c\u7ed9\u4f60\u4e00\u4e2a\u4e0d\u5b58\u5728\u7684API\u6216\u8005\u8fc7\u65f6\u7684\u5e93\u3002\u4f46Phind\u7684\u4ee3\u7801\u662f\u5e26\u7740\u6765\u6e90\u7684\uff0c\u6bcf\u4e2a\u51fd\u6570\u8c03\u7528\u3001\u6bcf\u4e2a\u53c2\u6570\u89e3\u91ca\uff0c\u5b83\u90fd\u4f1a\u6807\u6ce8\u5f15\u7528\u94fe\u63a5\u3002\u8fd9\u610f\u5473\u7740\u4f60\u62ff\u5230\u4ee3\u7801\u7684\u540c\u65f6\uff0c\u5c31\u80fd\u76f4\u63a5\u8df3\u8f6c\u5230\u5b98\u65b9\u6587\u6863\u9a8c\u8bc1\uff0c\u8fd9\u79cd\u900f\u660e\u611f\u5728AI\u5de5\u5177\u91cc\u6781\u4e3a\u7a00\u7f3a\u3002<\/p>\n
\u6280\u672f\u53c2\u6570\u65b9\u9762\uff0cPhind\u5185\u7f6e\u4e86\u591a\u4e2a\u6a21\u578b\u9009\u9879\uff0c\u5305\u62ecPhind-70B\u548cPhind-34B\uff0c\u540c\u65f6\u652f\u6301GPT-4\u548cClaude 3\u3002\u5b83\u8fd8\u6709\u4e2a\u201cExpert\u201d\u6a21\u5f0f\uff0c\u4e13\u95e8\u9488\u5bf9\u590d\u6742\u6280\u672f\u95ee\u9898\uff0c\u4f1a\u8c03\u7528\u66f4\u591a\u8ba1\u7b97\u8d44\u6e90\uff0c\u751f\u6210\u66f4\u6df1\u5165\u7684\u63a8\u7406\u94fe\u6761\u3002\u5b9e\u6d4b\u4e0b\u6765\uff0c\u5bf9\u4e8e\u591a\u6b65\u9aa4\u67b6\u6784\u95ee\u9898\uff08\u6bd4\u5982\u201c\u5982\u4f55\u8bbe\u8ba1\u4e00\u4e2a\u652f\u6301\u767e\u4e07\u5e76\u53d1\u7684\u6d88\u606f\u961f\u5217\u201d\uff09\uff0cExpert\u6a21\u5f0f\u7ed9\u51fa\u7684\u65b9\u6848\u5b8c\u6574\u5ea6\u8fdc\u8d85\u666e\u901aAI\u52a9\u624b\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
\u573a\u666f\u4e00\uff1aDebug \u5230\u5d29\u6e83\u65f6\u7684\u6551\u547d\u7a3b\u8349<\/p>\n
\u6211\u6709\u4e2a\u670b\u53cb\u5199Go\u670d\u52a1\uff0c\u9047\u5230\u4e00\u4e2a\u8be1\u5f02\u7684\u5185\u5b58\u6cc4\u6f0f\uff0c\u7528pprof\u770b\u4e86\u534a\u5929\u6ca1\u5934\u7eea\u3002\u4ed6\u628a\u5806\u6808\u4fe1\u606f\u8d34\u8fdbPhind\uff0c\u95ee\u4e86\u53e5\u201c\u8fd9\u4e2a\u5806\u6808\u91cc\u54ea\u4e2a\u534f\u7a0b\u5728\u6cc4\u6f0f\uff1f\u600e\u4e48\u4fee\uff1f\u201dPhind\u4e0d\u4ec5\u6307\u51fa\u4e86\u95ee\u9898\u6240\u5728\uff08\u67d0\u4e2achannel\u672a\u88ab\u6b63\u786e\u5173\u95ed\uff09\uff0c\u8fd8\u7ed9\u51fa\u4e86\u4fee\u590d\u4ee3\u7801\uff0c\u9644\u5e26\u4e86\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5\u793a\u4f8b\u3002\u6574\u4e2a\u8fc7\u7a0b\u4e0d\u52303\u5206\u949f\u3002<\/p>\n
\u573a\u666f\u4e8c\uff1a\u5b66\u4e60\u65b0\u6846\u67b6\u7684\u901f\u901a\u653b\u7565<\/p>\n
\u6700\u8fd1\u6211\u60f3\u5b66Rust\u7684Axum\u6846\u67b6\u3002\u4f20\u7edf\u8def\u5f84\u662f\u7ffb\u6587\u6863\u3001\u770b\u6559\u7a0b\u3001\u5199demo\u3002\u5728Phind\u4e0a\uff0c\u6211\u76f4\u63a5\u95ee\uff1a\u201c\u7528Axum\u5199\u4e00\u4e2a\u5e26JWT\u8ba4\u8bc1\u548cPostgreSQL CRUD\u7684REST API\uff0c\u7ed9\u5b8c\u6574\u4ee3\u7801\u3002\u201d\u5b83\u751f\u6210\u7684\u4ee3\u7801\u7ed3\u6784\u6e05\u6670\uff0c\u8def\u7531\u3001\u4e2d\u95f4\u4ef6\u3001\u6570\u636e\u5e93\u8fde\u63a5\u5168\u9f50\uff0c\u800c\u4e14\u6bcf\u4e2a\u5173\u952e\u6b65\u9aa4\u90fd\u6709\u6ce8\u91ca\u548c\u6587\u6863\u94fe\u63a5\u3002\u6211\u590d\u5236\u4e0b\u6765\u6539\u4e86\u6539\uff0c\u534a\u5929\u5c31\u8dd1\u901a\u4e86\u3002<\/p>\n
\u573a\u666f\u4e09\uff1a\u8001\u9879\u76ee\u91cd\u6784\u7684\u201c\u7ffb\u8bd1\u5b98\u201d<\/p>\n
\u6709\u4e2a\u56e2\u961f\u60f3\u628a\u4e00\u4e2aJava\u5355\u4f53\u670d\u52a1\u62c6\u6210\u5fae\u670d\u52a1\uff0c\u4f46\u6ca1\u4eba\u6562\u52a8\u3002\u4ed6\u4eec\u7528Phind\u4e0a\u4f20\u4e86\u6838\u5fc3\u6a21\u5757\u7684\u4ee3\u7801\uff0c\u95ee\u201c\u8fd9\u6bb5\u903b\u8f91\u5982\u4f55\u62c6\u6210\u4e09\u4e2a\u72ec\u7acb\u7684gRPC\u670d\u52a1\uff1f\u201dPhind\u4e0d\u4ec5\u7ed9\u51fa\u4e86\u62c6\u5206\u65b9\u6848\uff0c\u8fd8\u751f\u6210\u4e86\u6bcf\u4e2a\u5fae\u670d\u52a1\u7684protobuf\u5b9a\u4e49\u548cGo\u8bed\u8a00\u9aa8\u67b6\u4ee3\u7801\u3002\u8fd9\u79cd\u8de8\u8bed\u8a00\u3001\u8de8\u67b6\u6784\u7684\u91cd\u6784\u5efa\u8bae\uff0c\u4f20\u7edf\u641c\u7d22\u5f15\u64ce\u6839\u672c\u505a\u4e0d\u5230\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u6700\u76f4\u63a5\u7684\u5bf9\u6bd4\u5bf9\u8c61\u662fGitHub Copilot\u3002Copilot\u662f\u5d4c\u5165\u5f0f\u4ee3\u7801\u8865\u5168\uff0c\u4f60\u5199\u4ee3\u7801\u65f6\u5b83\u7ed9\u4f60\u5efa\u8bae\uff0c\u50cf\u4e2a\u806a\u660e\u7684\u81ea\u52a8\u8865\u5168\u63d2\u4ef6\u3002Phind\u5219\u662f\u4e3b\u52a8\u641c\u7d22+\u751f\u6210\uff0c\u4f60\u95ee\u4e00\u4e2a\u95ee\u9898\uff0c\u5b83\u7ed9\u4f60\u4e00\u4e2a\u5b8c\u6574\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n
\u4e3e\u4e2a\u4f8b\u5b50\uff1a\u4f60\u8981\u5199\u4e00\u4e2a\u4eceAWS S3\u6279\u91cf\u4e0b\u8f7d\u6587\u4ef6\u7684\u811a\u672c\u3002Copilot\u4f1a\u5e2e\u4f60\u8865\u5168\u6b63\u5728\u5199\u7684\u51fd\u6570\uff0c\u4f46\u4f60\u9700\u8981\u5148\u77e5\u9053\u600e\u4e48\u5199\u3002Phind\u76f4\u63a5\u7ed9\u4f60\u4e00\u4e2a\u5b8c\u6574\u7684\u811a\u672c\uff0c\u5305\u542b\u9519\u8bef\u5904\u7406\u3001\u5e76\u53d1\u63a7\u5236\u548c\u65e5\u5fd7\u8bb0\u5f55\uff0c\u8fd8\u544a\u8bc9\u4f60\u54ea\u4e9b\u4f9d\u8d56\u9700\u8981\u88c5\u3002<\/p>\n
\u53e6\u4e00\u4e2a\u5bf9\u6bd4\u662fPerplexity\u3002Perplexity\u4e5f\u662fAI\u641c\u7d22\uff0c\u4f46\u5b83\u66f4\u50cf\u201c\u5e26\u7740AI\u7684\u641c\u7d22\u5f15\u64ce\u201d\uff0c\u9002\u5408\u901a\u7528\u77e5\u8bc6\u95ee\u7b54\u3002Phind\u5219\u6df1\u5ea6\u4f18\u5316\u4e86\u6280\u672f\u573a\u666f\uff0c\u6bd4\u5982\u5b83\u80fd\u7406\u89e3\u201cvoid*\u201d\u548c\u201cunsafe.Pointer\u201d\u5728C\u548cGo\u4e2d\u7684\u5bf9\u5e94\u5173\u7cfb\uff0c\u8fd9\u79cd\u8de8\u8bed\u8a00\u7684\u8bed\u4e49\u7406\u89e3\uff0cPerplexity\u505a\u4e0d\u5230\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
Phind\u7684\u514d\u8d39\u7248\u5df2\u7ecf\u76f8\u5f53\u80fd\u6253\uff1a\u6bcf\u592950\u6b21\u641c\u7d22\uff0c\u652f\u6301Phind-34B\u6a21\u578b\uff0c\u4ee3\u7801\u751f\u6210\u548c\u5f15\u7528\u6765\u6e90\u5168\u5f00\u653e\u3002\u5bf9\u4e8e\u5927\u591a\u6570\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u65e5\u5e38Debug\u548c\u5b66\u4e60\u5b8c\u5168\u591f\u7528\u3002<\/p>\n
\u4ed8\u8d39\u7248\u662fPro\uff0c\u6bcf\u670820\u7f8e\u5143\u3002\u89e3\u9501Phind-70B\u6a21\u578b\u3001\u65e0\u9650\u641c\u7d22\u3001Expert\u6a21\u5f0f\u3001\u66f4\u5feb\u7684\u54cd\u5e94\u901f\u5ea6\u3002\u5bf9\u6bd4\u4e00\u4e0b\uff1aChatGPT Plus\u662f20\u7f8e\u5143\/\u6708\uff0cCopilot\u662f10\u7f8e\u5143\/\u6708\u3002Phind\u7684Pro\u5b9a\u4ef7\u5904\u5728\u5408\u7406\u533a\u95f4\uff0c\u8003\u8651\u5230\u5b83\u540c\u65f6\u66ff\u4ee3\u4e86\u641c\u7d22\u5f15\u64ce\u548cAI\u4ee3\u7801\u52a9\u624b\uff0c\u6027\u4ef7\u6bd4\u5176\u5b9e\u5f88\u9ad8\u3002<\/p>\n
\u6211\u7684\u5efa\u8bae\u662f\uff1a\u5148\u767d\u5ad6\uff0c\u7b49\u89c9\u5f97\u201c\u6bcf\u592950\u6b21\u4e0d\u591f\u7528\u4e86\u201d\u518d\u5347\u7ea7\u3002\u5982\u679c\u4f60\u662f\u4e2a\u91cd\u5ea6\u6280\u672f\u95ee\u9898\u641c\u7d22\u8005\uff0c\u4e00\u5929\u80fd\u641c\u4e0a\u767e\u6b21\uff0c\u90a3Pro\u662f\u5fc5\u9009\u9879\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
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