{"id":21783,"date":"2024-11-04T14:19:46","date_gmt":"2024-11-04T06:19:46","guid":{"rendered":"http:\/\/139.9.1.231\/?p=21783"},"modified":"2024-11-04T14:19:47","modified_gmt":"2024-11-04T06:19:47","slug":"cleans2s","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2024\/11\/04\/cleans2s\/","title":{"rendered":"CleanS2S-\u8bed\u97f3\u5230\u8bed\u97f3 (S2S) \u7684\u539f\u578b\u667a\u80fd\u4f53"},"content":{"rendered":"\n<p class=\"has-text-align-center\"><a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md\">https:\/\/github.com\/opendilab\/CleanS2S<\/a><\/p>\n\n\n\n<p><strong>CleanS2S<\/strong>\u00a0\u662f\u4e00\u4e2a\u8bed\u97f3\u5230\u8bed\u97f3 (<strong>S2S<\/strong>) \u7684\u539f\u578b\u667a\u80fd\u4f53\uff0c\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u6d41\u5f0f\u4ea4\u4e92\uff0c\u5e76\u91c7\u7528\u5355\u6587\u4ef6\u5b9e\u73b0\u3002\u5176\u8bbe\u8ba1\u7b80\u6d01\u660e\u4e86\uff0c\u65e8\u5728\u63d0\u4f9b\u7c7b\u4f3c GPT-4o \u98ce\u683c\u7684\u4e2d\u6587\u4ea4\u4e92\u539f\u578b\u667a\u80fd\u4f53\u3002\u8be5\u9879\u76ee\u5e0c\u671b\u8ba9\u7528\u6237\u76f4\u63a5\u4f53\u9a8c\u8bed\u8a00\u7528\u6237\u754c\u9762 (<strong>LUI<\/strong>) \u7684\u5f3a\u5927\u529f\u80fd\uff0c\u5e76\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u5feb\u901f\u63a2\u7d22\u548c\u9a8c\u8bc1 S2S pipeline \u7684\u6f5c\u529b\u3002<\/p>\n\n\n\n<h2>\u529f\u80fd<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md#%E5%8A%9F%E8%83%BD\"><\/a><\/h2>\n\n\n\n<h3>\ud83d\udcdc \u5355\u6587\u4ef6\u5b9e\u73b0<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md#-%E5%8D%95%E6%96%87%E4%BB%B6%E5%AE%9E%E7%8E%B0\"><\/a><\/h3>\n\n\n\n<p>\u6bcf\u4e2a\u667a\u80fd\u4f53\u7ba1\u9053\u7684\u7ec6\u8282\u90fd\u653e\u5728\u4e00\u4e2a\u72ec\u7acb\u7684\u6587\u4ef6\u4e2d\u3002\u65e0\u9700\u989d\u5916\u914d\u7f6e\u4f9d\u8d56\u9879\u6216\u7406\u89e3\u9879\u76ee\u6587\u4ef6\u7ed3\u6784\u3002\u8fd9\u5bf9\u4e8e\u90a3\u4e9b\u60f3\u5feb\u901f\u4e86\u89e3 S2S \u7ba1\u9053\u5e76\u76f4\u63a5\u9a8c\u8bc1\u65b0\u60f3\u6cd5\u7684\u4eba\u6765\u8bf4\uff0c\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u53c2\u8003\u5b9e\u73b0\u3002\u6240\u6709\u7ba1\u9053\u5b9e\u73b0\u90fd\u6613\u4e8e\u4fee\u6539\u548c\u6269\u5c55\uff0c\u7528\u6237\u53ef\u4ee5\u5feb\u901f\u66f4\u6362\u559c\u6b22\u7684\u6a21\u578b\uff08\u4f8b\u5982 LLM\uff09\u3001\u6dfb\u52a0\u65b0\u7ec4\u4ef6\u6216\u81ea\u5b9a\u4e49\u7ba1\u9053\u3002<\/p>\n\n\n\n<h3>\u5b9e\u65f6\u6d41\u5f0f\u63a5\u53e3<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"595\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-14-1024x595.png\" alt=\"\" class=\"wp-image-21789\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-14-1024x595.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-14-300x174.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-14-768x446.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-14.png 1282w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u6574\u4e2a S2S \u7ba1\u9053\u4e3b\u8981\u7531\u00a0<code>ASR<\/code>\uff08\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff09\u3001<code>LLM<\/code>\uff08\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff09\u548c\u00a0<code>TTS<\/code>\uff08\u6587\u672c\u8f6c\u8bed\u97f3\uff09\u7ec4\u6210\uff0c\u914d\u5408\u4e24\u4e2a\u00a0<code>WebSockets<\/code>\u00a0\u7ec4\u4ef6\u63a5\u6536\u5668\uff08\u5305\u542b VAD\uff09\u548c\u53d1\u9001\u5668\u3002\u7ba1\u9053\u8bbe\u8ba1\u4e3a\u5b9e\u65f6\u6d41\u6a21\u5f0f\uff0c\u7528\u6237\u53ef\u4ee5\u50cf\u4eba\u4e0e\u4eba\u5bf9\u8bdd\u4e00\u6837\u5b9e\u65f6\u4e0e\u667a\u80fd\u4f53\u4e92\u52a8\u3002\u6240\u6709\u97f3\u9891\u548c\u6587\u672c\u4fe1\u606f\u901a\u8fc7 WebSocket \u6d41\u5f0f\u53d1\u9001\u548c\u63a5\u6536\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u5229\u7528\u591a\u7ebf\u7a0b\u548c\u961f\u5217\u673a\u5236\u786e\u4fdd\u6d41\u8fc7\u7a0b\u987a\u7545\uff0c\u907f\u514d\u963b\u585e\u95ee\u9898\u3002\u6240\u6709\u7ec4\u4ef6\u90fd\u8bbe\u8ba1\u4e3a\u5f02\u6b65\u548c\u975e\u963b\u585e\uff0c\u5904\u7406\u8f93\u5165\u961f\u5217\u7684\u6570\u636e\u5e76\u5c06\u7ed3\u679c\u8f93\u51fa\u5230\u53e6\u4e00\u4e2a\u961f\u5217\u3002<\/p>\n\n\n\n<h3>\ud83e\uddeb \u5168\u53cc\u5de5\u4ea4\u4e92\u4e0e\u6253\u65ad\u673a\u5236<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md#-%E5%85%A8%E5%8F%8C%E5%B7%A5%E4%BA%A4%E4%BA%92%E4%B8%8E%E6%89%93%E6%96%AD%E6%9C%BA%E5%88%B6\"><\/a><\/h3>\n\n\n\n<p>\u57fa\u4e8e&nbsp;<a href=\"https:\/\/websockets.readthedocs.io\/en\/stable\/\">WebSockets<\/a>&nbsp;\u63d0\u4f9b\u7684\u5f3a\u5927\u673a\u5236\uff0c\u7ba1\u9053\u652f\u6301\u5168\u53cc\u5de5\u4ea4\u4e92\uff0c\u8fd9\u610f\u5473\u7740\u7528\u6237\u53ef\u4ee5\u540c\u65f6\u4e0e\u667a\u80fd\u4f53\u5bf9\u8bdd\u548c\u542c\u53d6\u56de\u590d\u3002\u6b64\u5916\uff0c\u7ba1\u9053\u652f\u6301\u4e2d\u65ad\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u5bf9\u8bdd\u4e2d\u968f\u65f6\u901a\u8fc7\u65b0\u8bed\u97f3\u8f93\u5165\u6253\u65ad\u667a\u80fd\u4f53\u3002\u667a\u80fd\u4f53\u5c06\u505c\u6b62\u5f53\u524d\u5904\u7406\uff0c\u5f00\u59cb\u5904\u7406\u65b0\u8f93\u5165\uff0c\u5e76\u7ed3\u5408\u4e4b\u524d\u7684\u5bf9\u8bdd\u548c\u4e2d\u65ad\u5185\u5bb9\u8fdb\u884c\u5904\u7406\u3002\u6b64\u5916\uff0c\u6211\u4eec\u53d1\u73b0\u804a\u5929\u673a\u5668\u4eba\u5e38\u7528\u7684\u201c\u52a9\u7406\u98ce\u683c\u201d\u548c\u201c\u8f6e\u6d41\u5f0f\u201d\u56de\u5e94\u662f\u4eba\u7c7b\u5bf9\u8bdd\u7684\u4e3b\u8981\u7f3a\u70b9\u4e4b\u4e00\u3002\u6211\u4eec\u4e3a\u667a\u80fd\u4f53\u6dfb\u52a0\u4e86\u66f4\u6709\u8da3\u7684\u7b56\u7565\uff0c\u4ee5\u4f7f\u5bf9\u8bdd\u66f4\u5177\u4e92\u52a8\u6027\u548c\u5438\u5f15\u529b\u3002<\/p>\n\n\n\n<h3>\ud83c\udf0d \u7f51\u7edc\u641c\u7d22\u548c RAG<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md#-%E7%BD%91%E7%BB%9C%E6%90%9C%E7%B4%A2%E5%92%8C-rag\"><\/a><\/h3>\n\n\n\n<p>\u901a\u8fc7\u96c6\u6210\u7f51\u7edc\u641c\u7d22\u529f\u80fd\u548c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u6a21\u578b\uff0c\u7ba1\u9053\u5f97\u5230\u4e86\u8fdb\u4e00\u6b65\u589e\u5f3a\u3002\u8fd9\u4e9b\u529f\u80fd\u4f7f\u667a\u80fd\u4f53\u4e0d\u4ec5\u80fd\u5b9e\u65f6\u5904\u7406\u548c\u54cd\u5e94\u7528\u6237\u8f93\u5165\uff0c\u8fd8\u80fd\u4ece\u7f51\u7edc\u4e2d\u83b7\u53d6\u548c\u6574\u5408\u5916\u90e8\u4fe1\u606f\u5230\u54cd\u5e94\u4e2d\u3002\u8fd9\u4e3a\u56de\u7b54\u7528\u6237\u63d0\u51fa\u7684\u5404\u79cd\u5b9e\u9645\u95ee\u9898\u63d0\u4f9b\u4e86\u6269\u5c55\u548c\u7075\u6d3b\u6027\u3002<\/p>\n\n\n\n<ul><li>WebSearchHelper \u7c7b\u8d1f\u8d23\u6839\u636e\u7528\u6237\u67e5\u8be2\u8fdb\u884c\u5728\u7ebf\u641c\u7d22\u6216\u6536\u96c6\u4e0e\u5bf9\u8bdd\u76f8\u5173\u7684\u9644\u52a0\u4fe1\u606f\u3002\u8fd9\u4f7f\u667a\u80fd\u4f53\u80fd\u591f\u53c2\u8003\u6700\u65b0\u6216\u5916\u90e8\u6570\u636e\uff0c\u589e\u5f3a\u54cd\u5e94\u7684\u4e30\u5bcc\u6027\u548c\u51c6\u786e\u6027\u3002<\/li><li>RAG \u7c7b\u5b9e\u73b0\u4e86\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u65b9\u6cd5\uff0c\u9996\u5148\u4ece\u6570\u636e\u5e93\u4e2d\u68c0\u7d22\u76f8\u5173\u4fe1\u606f\uff0c\u7136\u540e\u4f7f\u7528\u8fd9\u4e9b\u4fe1\u606f\u751f\u6210\u54cd\u5e94\u3002\u8fd9\u4e00\u4e24\u6b65\u8fc7\u7a0b\u786e\u4fdd\u667a\u80fd\u4f53\u7684\u56de\u590d\u57fa\u4e8e\u76f8\u5173\u7684\u4e8b\u5b9e\u6570\u636e\uff0c\u4f7f\u4e92\u52a8\u66f4\u52a0\u77e5\u60c5\u548c\u7b26\u5408\u4e0a\u4e0b\u6587\u3002<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"394\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-15-1024x394.png\" alt=\"\" class=\"wp-image-21793\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-15-1024x394.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-15-300x115.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-15-768x295.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-15.png 1155w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2>\u5feb\u901f\u4e0a\u624b<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md#%E5%BF%AB%E9%80%9F%E4%B8%8A%E6%89%8B\"><\/a><\/h2>\n\n\n\n<h3>\u540e\u7aef<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md#%E5%90%8E%E7%AB%AF\"><\/a><\/h3>\n\n\n\n<h4>\u5b89\u88c5<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md#%E5%AE%89%E8%A3%85\"><\/a><\/h4>\n\n\n\n<pre class=\"wp-block-preformatted\">## clone the repository\ngit clone https:\/\/github.com\/opendilab\/CleanS2S.git\ncd CleanS2S\/backend\npip install -r requirements.txt<\/pre>\n\n\n\n<ul><li>\u6839\u636e<a href=\"https:\/\/github.com\/modelscope\/FunASR?tab=readme-ov-file#installation\">\u6b64\u5904<\/a>\u7684\u8bf4\u660e\u5b89\u88c5&nbsp;<code>funasr<\/code>&nbsp;\u4ee5\u652f\u6301 paraformer-zh<\/li><li>\u6839\u636e<a href=\"https:\/\/github.com\/FunAudioLLM\/CosyVoice?tab=readme-ov-file#install\">\u6b64\u5904<\/a>\u7684\u8bf4\u660e\u5b89\u88c5&nbsp;<code>cosyvoice<\/code>&nbsp;\u4ee5\u652f\u6301 CosyVoice-300M<\/li><\/ul>\n\n\n\n<h4>\u4e0b\u8f7d\u6a21\u578b<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md#%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B\"><\/a><\/h4>\n\n\n\n<p>\u60a8\u9700\u8981\u4e0b\u8f7d\u4ee5\u4e0b\u56db\u4e2a\u5fc5\u8981\u7684\u6a21\u578b\uff083\u4e2a ASR \u6a21\u578b + 1\u4e2a TTS \u6a21\u578b\uff09\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u94fe\u63a5\u4e0b\u8f7d\uff0c\u5e76\u653e\u7f6e\u5728\u5408\u9002\u7684\u76ee\u5f55\u4e2d\u3002<\/p>\n\n\n\n<ul><li>ASR:&nbsp;<a href=\"https:\/\/huggingface.co\/funasr\/paraformer-zh\">paraformer-zh<\/a>,&nbsp;<a href=\"https:\/\/huggingface.co\/funasr\/ct-punc\">ct-punc<\/a>,&nbsp;<a href=\"https:\/\/huggingface.co\/funasr\/fsmn-vad\">fsmn-vad<\/a><\/li><li>TTS:&nbsp;<a href=\"https:\/\/github.com\/FunAudioLLM\/CosyVoice?tab=readme-ov-file#install\">CosyVoice-300M<\/a><\/li><\/ul>\n\n\n\n<p>\u5bf9\u4e8e LLM\uff0c\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528 LLM API\uff0c\u60a8\u4e5f\u53ef\u4ee5\u6309\u7167\u4e0b\u65b9\u7684\u8bf4\u660e\u5b9a\u5236\u81ea\u5df1\u7684\u672c\u5730 LLM\uff08\u5982 DeepSeek-V2.5\u3001Qwen2.5 \u7b49\uff09\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u5220\u9664&nbsp;<code>--enable_llm_api<\/code>&nbsp;\u548c&nbsp;<code>--lm_model_url<\/code>&nbsp;\u53c2\u6570\uff0c\u4fee\u6539&nbsp;<code>--lm_model_name<\/code>&nbsp;\u53c2\u6570\u4e3a\u60a8\u7684\u672c\u5730 LLM \u6a21\u578b\u8def\u5f84\uff08\u4f8b\u5982&nbsp;<code>--lm_model_name \/home\/users\/deepseek-v2.5<\/code>\uff09\u3002<\/p><\/blockquote>\n\n\n\n<p>\u60a8\u8fd8\u9700\u8981\u51c6\u5907\u4e00\u4e2a\u53c2\u8003\u97f3\u9891\u76ee\u5f55\uff0c\u5176\u4e2d\u5305\u542b\u7528\u4e8e\u97f5\u5f8b\u548c\u97f3\u8272\u8f6c\u6362\u7684\u53c2\u8003\u97f3\u9891\u3002\u6211\u4eec\u5728\u6b64\u4ed3\u5e93\u4e2d\u51c6\u5907\u4e86\u4e00\u4e2a<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/backend\/ref_audio\">\u793a\u4f8b\u53c2\u8003\u97f3\u9891\u76ee\u5f55<\/a><\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u60f3\u4f7f\u7528\u81ea\u5df1\u7684\u53c2\u8003\u97f3\u9891\uff0c\u9700\u8981\u4fdd\u6301\u4e0e\u793a\u4f8b\u53c2\u8003\u97f3\u9891\u76ee\u5f55\u76f8\u540c\u7684\u683c\u5f0f\u3002\u97f3\u9891\u5e94\u4e3a 10~20 \u79d2\u957f\uff0c\u53d1\u97f3\u6e05\u6670\u3002<\/p>\n\n\n\n<h4>\u8fd0\u884c\u670d\u52a1\u5668<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md#%E8%BF%90%E8%A1%8C%E6%9C%8D%E5%8A%A1%E5%99%A8\"><\/a><\/h4>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528\u9ed8\u8ba4\u8bbe\u7f6e\u8fd0\u884c\u670d\u52a1\u5668\u7684\u793a\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">export LLM_API_KEY=&lt;your-deepseek-api-key&gt;\npython3 -u s2s_server_pipeline.py \\\n        --recv_host 0.0.0.0 \\\n        --send_host 0.0.0.0 \\\n        --stt_model_name &lt;your-asr-path&gt; \\\n        --enable_llm_api \\\n        --lm_model_name \"deepseek-chat\" \\\n        --lm_model_url \"https:\/\/api.deepseek.com\" \\\n        --tts_model_name &lt;your-tts-path&gt; \\\n        --ref_dir &lt;ref-audio-path&gt; \\\n        --enable_interruption<\/pre>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u2139\ufe0f&nbsp;<strong>\u652f\u6301\u81ea\u5b9a\u4e49LLM<\/strong>\uff1a\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u4f7f\u7528 deepseek-chat \u4f5c\u4e3a\u9ed8\u8ba4 LLM API \uff0c\u60a8\u4e5f\u53ef\u4ee5\u6839\u636e OpenAI \u63a5\u53e3\u66f4\u6539\u4e3a\u5176\u4ed6 LLM API\u3002\uff08\u4fee\u6539<code>--lm_model_name<\/code>\u548c<code>--lm_model_url<\/code>\uff0c\u8bbe\u7f6e\u60a8\u81ea\u5df1\u7684 API \u5bc6\u94a5\uff09<\/p><\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u2139\ufe0f&nbsp;<strong>\u652f\u6301\u5176\u4ed6\u81ea\u5b9a\u4e49<\/strong>\uff1a\u60a8\u53ef\u4ee5\u53c2\u8003\u540e\u7aef\u7ba1\u9053\u6587\u4ef6\uff08\u4f8b\u5982<code>s2s_server_pipeline.py<\/code>\uff09\u4e2d\u7531<code>argparse<\/code>\u5e93\u5b9e\u73b0\u7684\u53c2\u6570\u5217\u8868\uff0c\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8fdb\u884c\u81ea\u5b9a\u4e49\u3002\u6240\u6709\u53c2\u6570\u5728\u5176\u5e2e\u52a9\u5c5e\u6027\u4e2d\u90fd\u6709\u8be6\u7ec6\u6587\u6863\uff0c\u6613\u4e8e\u7406\u89e3\u3002<\/p><\/blockquote>\n\n\n\n<p><strong>\u4f7f\u7528 Websearch+RAG \u8fd0\u884c\u670d\u52a1\u5668<\/strong><\/p>\n\n\n\n<p>\u60a8\u9996\u5148\u9700\u8981\u5b89\u88c5 Websearch \u548c RAG \u6240\u9700\u7684\u4f9d\u8d56\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">pip install -r backend\/requirements-rag.txt<\/pre>\n\n\n\n<p>\u5176\u6b21\uff0c\u4e3a RAG \u4e2d\u5d4c\u5165 Websearch \u7ed3\u679c\u9009\u62e9\u4e00\u4e2a\u5d4c\u5165\u6a21\u578b\uff0c\u4f8b\u5982\u4ee5\u4e0b\u5d4c\u5165\u6a21\u578b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">git lfs install\ngit clone https:\/\/huggingface.co\/sentence-transformers\/all-MiniLM-L6-v2<\/pre>\n\n\n\n<p>\u7136\u540e\uff0c\u4e3a Websearch \u548c RAG \u6a21\u5757\u63d0\u4f9b\u4ee4\u724c\uff0c\u5728<code>s2s_server_pipeline_rag.py<\/code>\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528<a href=\"https:\/\/serper.dev\/\">Serper<\/a>\u4f5c\u4e3a Websearch \u5de5\u5177\uff0c\u4f7f\u7528<a href=\"https:\/\/deepseek.com\/\">Deepseek<\/a>\u8fdb\u884c RAG \u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">export LLM_API_KEY=''\nexport SERPER_API_KEY=''<\/pre>\n\n\n\n<p>\u6700\u540e\uff0c\u5728\u8fd0\u884c\u670d\u52a1\u5668\u7684\u793a\u4f8b\u4ee3\u7801\u4e2d\uff0c\u5c06<code>s2s_server_pipeline.py<\/code>\u66ff\u6362\u4e3a<code>s2s_server_pipeline_rag.py<\/code>\uff0c\u5e76\u6dfb\u52a0\u53c2\u6570<code>--embedding_model_name<\/code>\u3002<\/p>\n\n\n\n<p>\u8fd9\u662f\u4f7f\u7528\u9ed8\u8ba4\u8bbe\u7f6e\u548c Websearch+RAG \u8fd0\u884c\u670d\u52a1\u5668\u7684\u793a\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python3 -u s2s_server_pipeline_rag.py \\\n        --recv_host 0.0.0.0 \\\n        --send_host 0.0.0.0 \\\n        --stt_model_name &lt;your-asr-path&gt; \\\n        --enable_llm_api \\\n        --lm_model_name \"deepseek-chat\" \\\n        --lm_model_url \"https:\/\/api.deepseek.com\" \\\n        --tts_model_name &lt;your-tts-path&gt; \\\n        --embedding_model_name &lt;embedding-model-path&gt; \\\n        --ref_dir &lt;ref-audio-path&gt; \\\n        --enable_interruption<\/pre>\n\n\n\n<h3>\u524d\u7aef<a href=\"https:\/\/github.com\/opendilab\/CleanS2S\/blob\/main\/README.zh.md#%E5%89%8D%E7%AB%AF\"><\/a><\/h3>\n\n\n\n<p>\u6211\u4eec\u5efa\u8bae\u4f7f\u7528<code>Docker\u955c\u50cf<\/code>\u6765\u5b89\u88c5\u548c\u8fd0\u884c\u5ba2\u6237\u7aef\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">## \u8fd0\u884c\u57fa\u672c\u7684Docker\u955c\u50cf\ndocker run -it -p 3001:3001 amazonlinux:2023.2.20231011.0 sh<\/pre>\n\n\n\n<pre class=\"wp-block-preformatted\">## \u5b89\u88c5\u5fc5\u8981\u7684\u5305\ndnf install vim git nodejs -y\nnpm install -g pnpm\ngit clone https:\/\/github.com\/opendilab\/CleanS2S.git\ncd CleanS2S\/frontend_nextjs\npnpm install<\/pre>\n\n\n\n<p>\u5728<code>frontend_nextjs<\/code>\u76ee\u5f55\u4e2d\u51c6\u5907\u9002\u5f53\u7684<code>.env.local<\/code>\u6587\u4ef6\uff0c\u60a8\u53ef\u4ee5\u53c2\u8003<code>.env.example<\/code>\u6587\u4ef6\u4ee5\u83b7\u53d6\u6240\u9700\u7684\u73af\u5883\u53d8\u91cf\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">## \u8fd0\u884c\u5ba2\u6237\u7aef\npnpm dev --port 3001<\/pre>\n\n\n\n<p>\u7136\u540e\u60a8\u53ef\u4ee5\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee\u5ba2\u6237\u7aef\uff0c\u5730\u5740\u4e3a<code>http:\/\/localhost:3001<\/code>\uff08\u63a8\u8350\u4f7f\u7528 Chrome \u6d4f\u89c8\u5668\uff09\u3002<\/p>\n\n\n\n<p>\u9644\u6ce8\uff1a\u5982\u679c\u60a8\u60f3\u5728\u672c\u5730\u8fd0\u884c\u5ba2\u6237\u7aef\uff0c\u8bf7\u9996\u5148\u5b89\u88c5 node.js \u548c pnpm \uff0c\u7136\u540e\u4f7f\u7528 pnpm \u5b89\u88c5\u5fc5\u8981\u7684\u5305\u5e76\u8fd0\u884c\u5ba2\u6237\u7aef\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/private-user-images.githubusercontent.com\/74552232\/371865555-65333528-b07c-42ab-9cb5-660b68b404c4.mov?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.is4KgNd9QoSwGKRnEwO_Ru_SzBOYnCgNkl20xCdNi-E\"><\/video><\/figure>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/private-user-images.githubusercontent.com\/74552232\/371872800-40d20126-9c6b-45db-8ee9-ce768fee5b3f.mov?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.6N76wQIKnOzHMsyGD9tudWoQUTl98ov1bs9NGSbd68I\"><\/video><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/github.com\/opendilab\/CleanS2S CleanS2S\u00a0\u662f\u4e00\u4e2a\u8bed\u97f3\u5230\u8bed\u97f3 &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2024\/11\/04\/cleans2s\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">CleanS2S-\u8bed\u97f3\u5230\u8bed\u97f3 (S2S) \u7684\u539f\u578b\u667a\u80fd\u4f53<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[21,40,4,9,38,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21783"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=21783"}],"version-history":[{"count":8,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21783\/revisions"}],"predecessor-version":[{"id":21794,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21783\/revisions\/21794"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=21783"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=21783"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=21783"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}