{"id":1566,"date":"2024-05-22T23:35:21","date_gmt":"2024-05-22T23:35:21","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1566"},"modified":"2024-05-22T23:35:35","modified_gmt":"2024-05-22T23:35:35","slug":"ruheshiyong-whisper-dazaoyigeyuyinliaotian-bot","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/ruheshiyong-whisper-dazaoyigeyuyinliaotian-bot.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528 whisper \u6253\u9020\u4e00\u4e2a\u8bed\u97f3\u804a\u5929 bot"},"content":{"rendered":"<p>\u628a\u5927\u8c61\u88c5\u51b0\u7bb1\u91cc\u9700\u8981\u4e09\u6b65\uff0c\u4f7f\u7528 whisper \u505a\u4e00\u4e2a\u8bed\u97f3\u804a\u5929 bot \u4e5f\u662f\u5982\u6b64\u3002<\/p>\n<p>\u6574\u4f53\u7684\u601d\u8def\u6bd4\u8f83\u76f4\u89c2\uff0c\u4e00\u5f55\u97f3\u3001\u4e8c\u8f6c\u5199\u3001\u4e09\u804a\u5929\uff1a<\/p>\n<ol>\n<li>\u4f7f\u7528 <code>pyaudio<\/code> \u76d1\u542c\u9ea6\u514b\u98ce\u8f93\u5165\uff0c\u6bcf 30 \u6beb\u79d2\u91c7\u6837\u4e00\u6b21\uff0c\u7136\u540e\u628a\u4e00\u5b9a\u65f6\u957f\u7684\u91c7\u6837\u6570\u636e\u5b58\u50a8\u6210\u97f3\u9891\u6587\u4ef6\uff1b<\/li>\n<li>\u8c03\u7528 <code>faster-whisper<\/code> \u5bf9\u97f3\u9891\u6587\u4ef6\u8fdb\u884c\u8f6c\u5199\uff0c\u83b7\u53d6\u6587\u672c\uff1b<\/li>\n<li>\u5c06\u6587\u672c\u53d1\u9001\u7ed9 <code>ChatGPT<\/code> \u751f\u6210\u56de\u590d\u3002\u91cd\u590d\u4ee5\u4e0a\u8fc7\u7a0b\uff0c\u5c31\u5b9e\u73b0\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u8bed\u97f3\u804a\u5929\u6a21\u5f0f\u3002<\/li>\n<\/ol>\n<p>\u9879\u76ee\u7684\u6d41\u7a0b\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<figure>\n    <img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/c8fe56a7b1b86a1d9986d905eb0656a9.png\" width=\"789pt\" loading=\"lazy\" class=\"medium-zoom-image\"><figcaption> Whisper + ChatGPT \u8bed\u97f3\u804a\u5929 bot \u6d41\u7a0b\u56fe <\/figcaption><\/figure>\n<h1 data-id=\"heading-0\">\u4f4e\u5ef6\u8fdf\u8bed\u97f3\u8f6c\u5199<\/h1>\n<p>\u8bed\u97f3\u8f6c\u5199\u5e95\u5c42\u6a21\u578b\u662f OpenAI \u5f00\u6e90\u7684 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fopenai%2Fwhisper\" target=\"_blank\" title=\"https:\/\/github.com\/openai\/whisper\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">whisper<\/a>\uff0c\u6548\u679c\u6700\u597d\u7684\u7248\u672c\u662f <code>large v3<\/code>\u3002\u8fd9\u4e2a\u7248\u672c\u7684\u82f1\u6587\u5b57\u9519\u7387\u5728 5% \u5de6\u53f3\uff0c\u4e2d\u6587\u7684\u5b57\u9519\u7387\u7ea6\u5728 10% \u5de6\u53f3\uff0c\u8fd9\u4e2a\u6c34\u5e73\u52c9\u5f3a\u591f\u7528\u3002\u5b9e\u9645\u4f53\u9a8c\u4e0b\u6765\uff0c\u591a\u6570\u60c5\u51b5\u4e0b\u4e5f\u90fd\u80fd\u6b63\u786e\u8f6c\u5199\uff0c\u4f46\u53d1\u97f3\u4e0d\u591f\u6e05\u6670\u65f6\uff0c\u5c31\u53ef\u80fd\u8bc6\u522b\u9519\u8bef\uff0c\u6bd4\u5982\u201c\u4e09\u56fd\u6f14\u4e49\u201d\u8f6c\u5199\u6210\u201c\u4e09\u89c2\u6f14\u4e49\u201d\u3002<\/p>\n<p>Whisper \u7684\u8f6c\u5199\u6548\u679c\u5728\u5f00\u6e90\u6a21\u578b\u4e2d\u7b97\u662f\u6bd4\u8f83\u597d\u7684\uff0c\u4f46\u662f\u901f\u5ea6\u4e0d\u591f\u5feb\u3002 \u4e00\u6bb5\u65f6\u957f 13 \u5206\u949f\u7684\u97f3\u9891\u4f7f\u7528  Tesla V100S \u5927\u7ea6\u9700\u8981 4m30s\uff0c\u6700\u5927\u663e\u5b58\u5360\u7528\u4e5f\u6709 13GB\u3002<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2FSYSTRAN%2Ffaster-whisper\" target=\"_blank\" title=\"https:\/\/github.com\/SYSTRAN\/faster-whisper\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Faster-whiper<\/a> \u6a21\u578b\u662f\u5728 whisper \u7684\u57fa\u7840\u4e0a\u4f7f\u7528 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2FOpenNMT%2FCTranslate2%2F\" target=\"_blank\" title=\"https:\/\/github.com\/OpenNMT\/CTranslate2\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Ctranslate2<\/a> \u8fdb\u884c\u4e86\u91cd\u5199\uff0c\u901f\u5ea6\u4e0a\u6709 4 \u500d\u7684\u63d0\u5347\uff0c\u5185\u5b58\u5360\u7528\u4e0a\u4e5f\u6709\u663e\u8457\u51cf\u5c11\u3002\u6bd4\u5982\u540c\u6837 13 \u5206\u949f\u7684\u97f3\u9891\uff0cfaster-whisper \u7684\u8f6c\u5199\u65f6\u95f4\u51cf\u5c11\u5230 50s \u5de6\u53f3\uff0c\u663e\u5b58\u5360\u7528\u4e5f\u964d\u81f3 4.7GB\u3002<br \/>\n\u4f7f\u7528 Kaggle \u7684 T4x2 GPU\uff0c\u5b9e\u6d4b\u91c7\u7528 faster-whisper \u53bb\u8f6c\u5199\u4e00\u53e5 10 \u79d2\u5de6\u53f3\u7684\u8bed\u97f3\uff0c\u65f6\u95f4\u7ea6\u5728 0.7 \u79d2\u4ee5\u5185\uff0c\u8fd9\u4e2a\u901f\u5ea6\u5df2\u7ecf\u53ef\u4ee5\u6ee1\u8db3\uff08\u4f2a\uff09\u5b9e\u65f6\u8f6c\u5199\u7684\u9700\u6c42\u4e86\u3002<\/p>\n<p>\u5982\u4e0a\u6240\u8ff0\uff0c\u97f3\u9891\u662f\u901a\u8fc7\u91c7\u6837\u5f97\u5230\u7684\uff0c\u4f46\u97f3\u9891\u4fe1\u53f7\u7684\u8f93\u5165\u662f\u8fde\u7eed\u7684\uff0cwhisper \u53ea\u80fd\u79bb\u7ebf\u8f6c\u5199\uff0c\u4e0d\u652f\u6301\u6d41\u5f0f\u3002\u4e3a\u4e86\u6a21\u62df\u6d41\u5f0f\u8f6c\u5199\uff0c\u9700\u8981\u628a\u97f3\u9891\u4fe1\u53f7\u8f6c\u6362\u6210\u4e00\u5c0f\u6bb5\u4e00\u5c0f\u6bb5\u7684\u97f3\u9891\uff0c\u7136\u540e\u518d\u4f20\u9012\u7ed9 whisper\u3002<\/p>\n<p>\u97f3\u9891\u7684\u622a\u53d6\u8003\u8651\u4e86\u4e24\u79cd\u65b9\u6848\uff0c\u4e00\u79cd\u662f\u6309<strong>\u56fa\u5b9a\u65f6\u957f\u622a\u65ad\u97f3\u9891\u8f93\u5165<\/strong>\uff0c\u53e6\u4e00\u79cd\u662f<strong>\u6574\u53e5\u622a\u53d6<\/strong>\u3002\u524d\u4e00\u79cd\u5ef6\u8fdf\u6709\u4fdd\u8bc1\uff0c\u4f46\u8f6c\u5199\u6548\u679c\u5dee\uff1b\u7b2c\u4e8c\u79cd\u8f6c\u5199\u6548\u679c\u597d\uff0c\u4f46\u5ef6\u8fdf\u4e0d\u597d\u63a7\u5236\u3002\u56e0\u4e3a\u8fd9\u4e2a\u9879\u76ee\u4e0d\u662f\u4e00\u4e2a\u4e25\u683c\u7684\u5b9e\u65f6\u8f6c\u5199\uff0c\u5ef6\u8fdf 2 \u79d2\u4e5f\u597d\uff0c5 \u79d2\u4e5f\u597d\uff0c\u5bf9\u4f53\u9a8c\u5f71\u54cd\u4e0d\u5927\uff0c\u6743\u8861\u8f6c\u5199\u6548\u679c\u4e0e\u5ef6\u8fdf\uff0c\u6700\u7ec8\u9009\u62e9\u4e86\u7b2c\u4e8c\u79cd\u65b9\u6848\u3002<\/p>\n<h2 data-id=\"heading-1\">\u65b9\u6848\u4e00\uff1a\u6309\u65f6\u957f\u622a\u65ad\u97f3\u9891\u8f93\u5165<\/h2>\n<p>\u4f7f\u7528 <code>pyaudio<\/code> \u76d1\u542c\u9ea6\u514b\u98ce\u8f93\u5165\uff0c\u6bcf 30 \u6beb\u79d2\u91c7\u6837\u4e00\u6b21\uff0c\u5982\u679c\u68c0\u6d4b\u5230\u97f3\u9891\u8d85\u8fc7\u9884\u8bbe\u65f6\u957f\uff0c\u5219\u622a\u65ad\u97f3\u9891\uff0c\u8f93\u51fa wav \u6587\u4ef6\uff0c\u7136\u540e\u8c03\u7528 faster-whisper \u8fdb\u884c\u8f6c\u5199\u3002<\/p>\n<p>\u8fd9\u79cd\u65b9\u6848\u7684\u597d\u5904\u662f\u5b9e\u73b0\u7b80\u5355\uff0c\u5ef6\u65f6\u53ef\u4ee5\u505a\u5230\u5f88\u4f4e\uff0c\u6bd4\u5982\u6bcf 0.5 \u79d2\u622a\u65ad\u5e76\u8f6c\u5199\u4e00\u6b21\uff0c\u90a3\u7406\u8bba\u4e0a\u5ef6\u8fdf\u53ef\u4ee5\u4f4e\u5230 0.5 \u79d2\u3002\u5f53\u7136\uff0c\u524d\u63d0\u662f\u673a\u5668\u6027\u80fd\u8db3\u591f\u597d\uff0c\u6bd4\u5982\u6709\u4e00\u5757 4090 GPU\uff0c\u8fd9\u79cd\u60c5\u51b5\u4e0b\u8f6c\u5199\u7684\u5ef6\u8fdf\u53ef\u4ee5\u5ffd\u7565\u4e0d\u8ba1\u3002<\/p>\n<p>\u4f46\u7f3a\u70b9\u4e5f\u5f88\u660e\u663e\uff0c\u5c31\u662f\u8f6c\u5199\u9519\u8bef\u6bd4\u8f83\u591a\u3002\u56e0\u4e3a\u622a\u65ad\u7684\u65f6\u95f4\u70b9\u5f88\u6709\u53ef\u80fd\u4f4d\u4e8e\u4e00\u53e5\u8bdd\u4e2d\u95f4\uff0c\u8fd9\u4f1a\u5bfc\u81f4\u97f3\u9891\u8f6c\u5199\u65f6\u7f3a\u5c11\u4e0a\u4e0b\u6587\uff0c\u8f6c\u5199\u9519\u8bef\u7387\u4f1a\u66f4\u9ad8\u3002\u8bf4\u5230\u8fd9\u91cc\uff0c\u521a\u597d\u6700\u8fd1\u5728 YouTube \u4e0a\u770b\u5230\u4e00\u4e2a\u7c7b\u4f3c\u7684\u9879\u76ee\uff0c\u89c6\u9891\u4e3b\u58f0\u79f0\u641e\u4e86\u4e00\u4e2a\u8d85\u4f4e\u5ef6\u8fdf\u7684\u8bed\u97f3\u8f6c\u5199\u670d\u52a1\uff0c\u4f46\u6211\u5206\u6790\u4e86\u4e00\u4e0b\u89c6\u9891\uff0c\u53d1\u73b0\u8f6c\u5199\u51fa\u6765\u7684\u7ed3\u679c\u4e2d\u6709\u660e\u663e\u7684\u6f0f\u5b57\u73b0\u8c61\uff0c\u800c\u4e14\u6709\u540e\u671f\u526a\u8f91\u7684\u75d5\u8ff9\uff0c\u6211\u731c\u6d4b\u4ed6\u53ef\u80fd\u662f\u7528\u4e86\u8fd9\u79cd\u65b9\u6848\uff0c\u5bfc\u81f4\u8f6c\u5199\u6548\u679c\u5e76\u4e0d\u7406\u60f3\u3002<\/p>\n<h2 data-id=\"heading-2\">\u65b9\u6848\u4e8c\uff1a\u6574\u53e5\u622a\u53d6<\/h2>\n<p>\u501f\u7528 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fwiseman%2Fpy-webrtcvad\" target=\"_blank\" title=\"https:\/\/github.com\/wiseman\/py-webrtcvad\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\"><code>webrtcvad<\/code><\/a> \u76d1\u542c\u9ea6\u514b\u98ce\u8f93\u5165\uff0c\u5f53\u68c0\u6d4b\u5230\u8bed\u97f3\u8f93\u5165\u65f6\uff0c\u5c31\u5f00\u59cb\u5f55\u97f3\uff0c\u76f4\u5230\u68c0\u6d4b\u5230\u6709\u4e00\u6bb5\u8fde\u7eed\u7684\u9759\u97f3\u65f6\u95f4\uff0c\u6bd4\u5982 0.5 \u79d2\uff0c\u5c31\u8ba4\u4e3a\u4e00\u53e5\u8bdd\u7ed3\u675f\uff0c\u7136\u540e\u8f93\u51fa wav \u6587\u4ef6\uff0c\u7136\u540e\u518d\u8c03\u7528 faster-whisper \u8fdb\u884c\u8f6c\u5199\u3002<\/p>\n<p>\u8fd9\u79cd\u65b9\u6848\u7684\u597d\u5904\u662f\u53ef\u4ee5\u4fdd\u8bc1\u97f3\u9891\u7684\u5b8c\u6574\u6027\uff0c\u62ff\u5230\u7684\u97f3\u9891\u57fa\u672c\u662f\u5b8c\u6574\u7684\u4e00\u53e5\u8bdd\u3002 \u4f46\u7f3a\u70b9\u662f\uff1a<\/p>\n<ol>\n<li><strong>\u5ef6\u8fdf\u9ad8<\/strong>\uff1a\u5b9e\u73b0\u8d77\u6765\u6bd4\u8f83\u590d\u6742\uff0c\u800c\u4e14\u4f1a\u5e26\u6765\u4e00\u5b9a\u7684\u5ef6\u8fdf\uff0c\u7279\u522b\u662f\u5728\u4e00\u53e5\u8bdd\u6bd4\u8f83\u957f\u4e14\u4e2d\u95f4\u6ca1\u6709\u957f\u505c\u987f\u65f6\uff0c\u8fd9\u79cd\u5ef6\u8fdf\u5c31\u4f1a\u66f4\u52a0\u660e\u663e\u3002<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u4fe1\u606f\u4ecd\u7136\u4e0d\u8db3<\/strong>\uff1a\u867d\u7136\u53ef\u4ee5\u4fdd\u8bc1\u4e00\u53e5\u8bdd\u7684\u5b8c\u6574\u6027\uff0c\u4f46\u8fd9\u4e00\u53e5\u8bdd\u7684\u524d\u540e\u4e0a\u4e0b\u6587\u4fe1\u606f\u8fd8\u662f\u7f3a\u5931\u7684\uff0c\u8f6c\u5199\u6548\u679c\u8fd8\u662f\u4f1a\u53d7\u5230\u5f71\u54cd\u3002<\/li>\n<\/ol>\n<h2 data-id=\"heading-3\">\u7b97\u529b\u4e0d\u591f\u7684\u56f0\u6270<\/h2>\n<p>\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u83b7\u53d6\u5230\u97f3\u9891\u540e\uff0c\u7acb\u5373\u8c03\u7528 faster-whisper \u8fdb\u884c\u8f6c\u5199\uff0c\u7136\u540e\u518d\u8c03\u7528 ChatGPT \u751f\u6210\u56de\u590d\u3002\u4f46\u5b9e\u9645\u4e0a\u5f55\u97f3\u8bbe\u5907\uff08\u6bd4\u5982\u624b\u673a\u3001\u65e7\u7b14\u8bb0\u672c\uff09\u53ef\u80fd\u6027\u80fd\u6709\u9650\uff0c\u65e0\u6cd5\u6ee1\u8db3\u8fd9\u4e2a\u9700\u6c42\u3002\u6bd4\u5982\u6211\u624b\u91cc\u7684\u8fd9\u53f0 2015 \u6b3e MacBook Pro\uff0c\u5149\u662f\u628a faster-whisper \u8dd1\u8d77\u6765\uff0cCPU \u5c31\u5230 100%\uff0c\u800c\u4e14\u8fd8\u95f4\u6b47\u6027\u5361\u987f\u3002\u65e0\u5948\u53ea\u80fd\u628a\u97f3\u9891\u5f55\u5236\u4e0e\u8f6c\u5199\u670d\u52a1\u5206\u5f00\uff0c\u5f55\u5236\u5b8c\u97f3\u9891\u540e\uff0c\u5148\u628a\u97f3\u9891\u540c\u6b65\u7ed9\u8f6c\u5199\u6a21\u5757\uff0c\u518d\u8c03\u7528 faster-whisper\u3002<\/p>\n<div class=\"video-container\">\n<figure>\n      <img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/bc7664dfa060a2d980f53679585140a6.png\" width=\"678pt\" loading=\"lazy\" class=\"medium-zoom-image\"><figcaption> \u97f3\u9891\u5f55\u5236\u53ca\u8bed\u97f3\u8f6c\u5199\u6d41\u7a0b  <\/figcaption><\/figure>\n<\/div>\n<p>\u8f6c\u5199\u6a21\u5757\u4f7f\u7528\u4e86 Kaggle \u7684 T4 GPU\uff0c\u5f55\u97f3\u65f6\u6309\u6700\u957f 0.5 \u79d2\u7684\u9759\u97f3\u8fdb\u884c\u622a\u65ad\uff0c\u672c\u5730\u5f55\u5236\u5b8c\u97f3\u9891\u5148\u540c\u6b65\u5230 <code>redislabs<\/code> \u4e0a\u7684 redis \u5b9e\u4f8b\u4e0a\uff0cKaggle \u7aef\u7684\u8f6c\u5199\u6a21\u5757\u4ece redis \u4e0a\u62c9\u53d6\u97f3\u9891\uff0c\u7136\u540e\u8fdb\u884c\u8f6c\u5199\u3002<br \/>\n\u5b9e\u9645\u7528\u8d77\u6765\uff0c\u591a\u6570\u60c5\u51b5\u4e0b\u5ef6\u8fdf\u90fd\u80fd\u63a7\u5236\u5728 2 \u79d2\u5de6\u53f3\u3002\u4f46\u6709\u65f6\u5019\u4e3a\u4e86\u8fce\u5408\u8fd9\u4e2a\u201c\u9759\u97f3\u68c0\u6d4b\u201d\uff0c\u8bf4\u5b8c\u4e00\u53e5\u8bdd\uff0c\u9700\u8981\u523b\u610f\u505c\u987f\u4e00\u4e0b\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u5173\u4e8e\u964d\u4f4e\u5ef6\u8fdf\u8fd8\u6709\u5176\u4ed6\u7684\u4f18\u5316\u65b9\u5411\uff0c\u4e5f\u90fd\u662f\u4e00\u4e9b\u7b97\u529b\u6362\u4f53\u9a8c\u7684\u65b9\u6cd5\u3002\u5982\u679c GPU \u5f3a\u52b2\uff0c\u53ef\u4ee5\u7ed3\u5408\u5212\u7a97\u5f55\u5236\u97f3\u9891\u7684\u65b9\u6848\uff0c\u5f55\u5236\u5b8c\u4e4b\u540e\u7acb\u5373\u8f6c\u5199\u3002\u76d1\u63a7\u5230\u957f\u65f6\u95f4\u7684\u9759\u97f3\u65f6\uff0c\u5176\u5b9e\u9759\u97f3\u5f00\u59cb\u524d\u7684\u90a3\u4e00\u6bb5\u5df2\u7ecf\u8f6c\u5199\u5b8c\u6210\u4e86\uff0c\u76f4\u63a5\u8fd4\u56de\u5bf9\u5e94\u7684\u7ed3\u679c\u5373\u53ef\u3002<\/p>\n<p>\u8fd9\u79cd\u6a21\u62df\u65b9\u6848\u7684\u6574\u4f53\u6548\u679c\u4f9d\u8d56\u4e8e\u51e0\u4e2a\u65b9\u9762\uff1a\u4e00\u662f\u97f3\u9891\u6570\u636e\u83b7\u53d6\u65b9\u6848\uff0c\u4e8c\u662f\u8f6c\u5199\u6a21\u578b\u7684\u6027\u80fd\uff0c\u4e09\u662f\u6570\u636e\u4f20\u8f93\u7684\u6548\u7387\u3002\u4f18\u5316\u7684\u6781\u9650\u4e5f\u53ea\u662f<strong>\u5728\u96f6\u70b9\u51e0\u79d2\u7684\u8303\u56f4\u5185\uff0c\u628a\u4e00\u53e5\u8bdd\u5c3d\u53ef\u80fd\u8f6c\u5199\u6b63\u786e<\/strong>\uff0c\u8fd9\u5bf9\u4e8e\u4e13\u4e1a\u7684\u5b9e\u65f6\u8f6c\u5199\u573a\u666f\u6765\u8bf4\u662f\u4e0d\u884c\u7684<br \/>\n\uff0c\u4f46\u5bf9\u4e8e\u4e00\u4e9b\u7b80\u5355\u7684\u573a\u666f\uff0c\u6bd4\u5982\u8bed\u97f3\u804a\u5929 bot\uff0c\u8fd9\u4e2a\u65b9\u6848\u5df2\u7ecf\u8db3\u591f\u4e86\u3002<\/p>\n<h1 data-id=\"heading-4\">\u8bed\u97f3\u804a\u5929 bot<\/h1>\n<p>\u62ff\u5230\u6587\u672c\u4e4b\u540e\uff0c\u540e\u9762\u7684\u4e8b\u60c5\u5c31\u7b80\u5355\u4e86\uff0c\u8c03\u7528\u804a\u5929 bot \u63a5\u53e3\u4f20\u5165\u6587\u672c\u5373\u53ef\u3002Bot \u7684\u667a\u80fd\u7a0b\u5ea6\uff0c\u53d6\u51b3\u4e8e\u80cc\u540e\u6a21\u578b\u7684\u80fd\u529b\uff0c\u76ee\u524d GPT-4 \u8fd8\u662f\u5f53\u4e4b\u65e0\u6127\u7684 No.1\uff0c\u5c31\u662f\u8d39\u7528\u4e0a\u6709\u70b9\u9ad8\u3002<\/p>\n<p>\u8fd9\u4e2a\u9879\u76ee\u91cc\u91c7\u7528\u7684\u6a21\u578b\u662f ChatGPT\uff0c\u514d\u8d39\u4e14\u6548\u679c\u4f73\u3002\u5c06 ChatGPT \u8f6c\u6210\u652f\u6301 RESTful API \u7684\u670d\u52a1\u53c2\u8003\u4e86\u6700\u8fd1\u6bd4\u8f83\u70ed\u95e8\u7684\u4e00\u4e2a ChatGPT api wrapper \u9879\u76ee <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fpandoranext.com%2F\" target=\"_blank\" title=\"https:\/\/pandoranext.com\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">pandoranext<\/a>\uff0c\u8fd9\u4e2a\u9879\u76ee\u53ef\u4ee5\u5c06 ChatGPT \u80cc\u540e\u7684 GPT \u6a21\u578b\u4ee3\u7406\u6210\u4e00\u4e2a API\u3002\u53ef\u60dc\u7684\u662f\uff0c\u7531\u4e8e\u591a\u79cd\u539f\u56e0\uff0c\u9879\u76ee\u4f5c\u8005\u5373\u5c06\u653e\u5f03\u540e\u7eed\u7ef4\u62a4\uff0c\u4f9d\u8d56\u7684\u4e00\u4e9b\u670d\u52a1\u4e5f\u5c06\u4e8e\u672c\u6708\u5e95\u5173\u505c\u3002<\/p>\n<p>\u5982\u679c\u804a\u5929\u670d\u52a1\u8fd9\u90e8\u5206\u4e00\u5b9a\u8981\u91c7\u7528\u5f00\u6e90\u6a21\u578b\uff0c\u82f1\u6587\u6a21\u578b\u53ef\u4ee5\u90e8\u7f72 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fhuggingface.co%2Fmistralai%2FMixtral-8x7B-v0.1\" target=\"_blank\" title=\"https:\/\/huggingface.co\/mistralai\/Mixtral-8x7B-v0.1\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">mixtral 7x8b<\/a>\uff0c\u4e2d\u6587\u6a21\u578b\u53ef\u4ee5\u8003\u8651\u96f6\u58f9\u4e07\u7269\u5f00\u6e90\u7684 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fhuggingface.co%2F01-ai%2FYi-34B-Chat\" target=\"_blank\" title=\"https:\/\/huggingface.co\/01-ai\/Yi-34B-Chat\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Yi-34B-Chat<\/a>\u3002 \u622a\u6b62\u5230 2024\/01\/29\uff0cYi-34B-Chat \u5728 LMSYS Chatbot Arena Leaderboard \u6392\u884c\u7b2c 13\uff0c\u662f\u4e2d\u6587\u6a21\u578b\u4e2d\u6700\u597d\u7684\u3002<\/p>\n<figure>\n    <img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/f79666acfd97fa7466b161f9aa1b7b30.png\" width=\"789pt\" loading=\"lazy\" class=\"medium-zoom-image\"><figcaption> Whisper + ChatGPT \u8bed\u97f3\u804a\u5929\u793a\u610f\u56fe <\/figcaption><\/figure>\n<h1 data-id=\"heading-5\">\u4ee3\u7801\u4e0e\u76f8\u5173\u8d44\u6e90<\/h1>\n<ul>\n<li>faster-whisper github \u9875\u9762\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2FSYSTRAN%2Ffaster-whisper\" target=\"_blank\" title=\"https:\/\/github.com\/SYSTRAN\/faster-whisper\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">github.com\/SYSTRAN\/fas\u2026<\/a><\/li>\n<li>openai\/whisper: <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fopenai%2Fwhisper\" target=\"_blank\" title=\"https:\/\/github.com\/openai\/whisper\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">github.com\/openai\/whis\u2026<\/a><\/li>\n<li>\u4ee3\u7801\u4ed3\u5e93\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fultrasev%2Fstream-whisper\" target=\"_blank\" title=\"https:\/\/github.com\/ultrasev\/stream-whisper\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">github.com\/ultrasev\/st\u2026<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u628a\u5927\u8c61\u88c5\u51b0\u7bb1\u91cc\u9700\u8981\u4e09\u6b65\uff0c\u4f7f\u7528 whisper \u505a\u4e00\u4e2a\u8bed\u97f3\u804a\u5929 bot \u4e5f\u662f\u5982\u6b64\uff0c\u4e00\u5f55\u97f3\u3001\u4e8c\u8f6c\u5199\u3001\u4e09\u804a\u5929\u3002<\/p>\n","protected":false},"author":1,"featured_media":11168,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"6","footnotes":""},"categories":[3],"tags":[126,127,128,129,136],"collection":[],"class_list":["post-1566","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-gpt","tag-ai","tag-128","tag-129","tag-136"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1566","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1566"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1566\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/11168"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1566"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1566"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1566"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1566"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}