{"id":4365,"date":"2026-09-03T17:54:29","date_gmt":"2026-09-03T09:54:29","guid":{"rendered":"https:\/\/ai.jxgzhc.cn\/?p=4365"},"modified":"2026-09-03T17:54:33","modified_gmt":"2026-09-03T09:54:33","slug":"summarize%ef%bc%9a%e5%85%a8%e8%83%bd%e7%bd%91%e9%a1%b5%e4%b8%8e%e5%aa%92%e4%bd%93%e6%91%98%e8%a6%81%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"https:\/\/ai.jxgzhc.cn\/?p=4365","title":{"rendered":"Summarize\uff1a\u5168\u80fd\u7f51\u9875\u4e0e\u5a92\u4f53\u6458\u8981\u5de5\u5177"},"content":{"rendered":"

\"Summarize\uff1a\u5168\u80fd\u7f51\u9875\u4e0e\u5a92\u4f53\u6458\u8981\u5de5\u5177\"<\/p>\n

\u4e00\u952e\u751f\u6210\u7f51\u9875\u4e0e\u89c6\u9891\u7684\u7cbe\u70bc\u6458\u8981\uff0c\u5e76\u81ea\u52a8\u63d0\u53d6\u5173\u952e\u5e7b\u706f\u7247\u3002<\/strong><\/p>\n

\u8be6\u7ec6\u4ecb\u7ecd<\/h2>\n

Summarize<\/p>\n

\u4ece URL\u3001\u6587\u4ef6\u548c\u5a92\u4f53\u4e2d\u5feb\u901f\u751f\u6210\u6458\u8981\u3002\u53ef\u5728\u7ec8\u7aef\u3001Chrome \u4fa7\u8fb9\u680f\u548c Firefox \u4fa7\u8fb9\u680f\u4e2d\u4f7f\u7528\u3002<\/p>\n

\u6838\u5fc3\u80fd\u529b<\/p>\n

Chrome \u4fa7\u8fb9\u680f\u804a\u5929 \uff1a\u5728\u4fa7\u8fb9\u680f\u5185\u63d0\u4f9b\u6d41\u5f0f\u667a\u80fd\u4f53\u5bf9\u8bdd\u548c\u5386\u53f2\u8bb0\u5f55\u3002<\/p>\n

\u89c6\u9891\u5e7b\u706f\u7247 \uff1a\u4e3a YouTube\u3001\u76f4\u63a5\u89c6\u9891 URL \u548c\u672c\u5730\u89c6\u9891\u6587\u4ef6\u63d0\u4f9b\u622a\u56fe + OCR + \u5b57\u5e55\u5361\u7247\u3002<\/p>\n

\u5a92\u4f53\u611f\u77e5\u6458\u8981 \uff1a\u81ea\u52a8\u68c0\u6d4b\u89c6\u9891\/\u97f3\u9891\u4e0e\u9875\u9762\u5185\u5bb9\u3002<\/p>\n

\u7f16\u7801 CLI \u540e\u7aef \uff1a\u652f\u6301 Codex\u3001Claude\u3001Gemini\u3001Cursor Agent\u3001OpenClaw\u3001OpenCode\u3001GitHub Copilot\u3001Antigravity\u3001pi\u3002<\/p>\n

\u6d41\u5f0f Markdown \uff1a\u5305\u542b\u6307\u6807\u548c\u7f13\u5b58\u72b6\u6001\u3002<\/p>\n

CLI \u652f\u6301 \uff1aURL\u3001\u6587\u4ef6\u3001\u64ad\u5ba2\u3001YouTube\u3001\u97f3\u9891\/\u89c6\u9891\u3001PDF\u3002<\/p>\n

Chrome \u6269\u5c55<\/p>\n

\u4e00\u952e\u603b\u7ed3\u5f53\u524d\u6807\u7b7e\u9875\u3002Chrome \u4fa7\u8fb9\u680f + Firefox \u4fa7\u8fb9\u680f + \u672c\u5730\u5b88\u62a4\u8fdb\u7a0b\uff0c\u652f\u6301\u6d41\u5f0f Markdown\u3002<\/p>\n

Chrome \u7f51\u4e0a\u5e94\u7528\u5e97\uff1aSummarize Side Panel<\/p>\n

YouTube \u5e7b\u706f\u7247\u622a\u56fe\uff08\u6765\u81ea\u6d4f\u89c8\u5668\uff09\uff1a<\/p>\n

\u521d\u5b66\u8005\u5feb\u901f\u5165\u95e8\uff08\u6269\u5c55\uff09<\/p>\n

\u5b89\u88c5\u6269\u5c55\uff08\u4e0a\u9762\u7684 Chrome \u7f51\u4e0a\u5e94\u7528\u5e97\u94fe\u63a5\uff09\u5e76\u6253\u5f00\u4fa7\u8fb9\u680f\u3002<\/p>\n

\u9009\u62e9 Direct \u6216 Daemon \u3002Direct \u6a21\u5f0f\u5728\u672a\u914d\u7f6e\u63d0\u4f9b\u5546\u5bc6\u94a5\u65f6\u9ed8\u8ba4\u4f7f\u7528 Gemini Nano\uff0c\u6216\u4ece Chrome \u8c03\u7528\u60a8\u9009\u62e9\u7684\u63d0\u4f9b\u5546\u3002<\/p>\n

\u9009\u62e9\u6d4f\u89c8\u5668\u5a92\u4f53\u4ee5\u8fdb\u884c\u65e0\u5b88\u62a4\u8fdb\u7a0b\u7684\u8f6c\u5f55\/\u5e7b\u706f\u7247\u3002\u53ef\u9009\uff1a\u5b89\u88c5 CLI \u5e76\u914d\u5bf9\u5b88\u62a4\u8fdb\u7a0b\uff0c\u4ee5\u83b7\u5f97\u539f\u751f\u5de5\u5177\u3001CLI \u6a21\u578b\u56de\u9000\u3001OCR \u548c\u66f4\u5e7f\u6cdb\u7684\u5a92\u4f53\u652f\u6301\u3002<\/p>\n

\u6ce8\u610f\uff1a<\/p>\n

\u4ec5\u5f53\u4fa7\u8fb9\u680f\u6253\u5f00\u65f6\u624d\u8fdb\u884c\u6458\u8981\u3002<\/p>\n

\u81ea\u52a8\u6a21\u5f0f\u4f1a\u5728\u5bfc\u822a\uff08\u5305\u62ec SPA\uff09\u65f6\u81ea\u52a8\u603b\u7ed3\uff1b\u5426\u5219\u4f7f\u7528\u6309\u94ae\u3002<\/p>\n

\u5b88\u62a4\u8fdb\u7a0b\u4ec5\u9650\u672c\u5730\u4e3b\u673a\uff0c\u9700\u8981\u5171\u4eab\u4ee4\u724c\u3002<\/p>\n

\u81ea\u52a8\u542f\u52a8\uff1amacOS\uff08launchd\uff09\u3001Linux\uff08systemd \u7528\u6237\uff09\u3001Windows\uff08\u8ba1\u5212\u4efb\u52a1\uff09\u3002<\/p>\n

\u5e7b\u706f\u7247\uff08\u6269\u5c55\uff09<\/p>\n

\u5728 Summarize \u9009\u62e9\u5668\u4e2d\u9009\u62e9 Video + Slides \u3002<\/p>\n

\u5e7b\u706f\u7247\u5728\u9876\u90e8\u6e32\u67d3\uff1b\u53ef\u5c55\u5f00\u4e3a\u5e26\u65f6\u95f4\u6233\u7684\u5168\u5bbd\u5361\u7247\u3002<\/p>\n

\u70b9\u51fb\u5e7b\u706f\u7247\u53ef\u8df3\u8f6c\u5230\u89c6\u9891\u5bf9\u5e94\u4f4d\u7f6e\uff1b\u5f53 OCR \u663e\u8457\u65f6\u53ef\u5207\u6362 Transcript\/OCR \u3002<\/p>\n

\u6d4f\u89c8\u5668\u6a21\u5f0f\u4f7f\u7528 MediaBunny\uff0c\u901a\u8fc7\u539f\u751f WebCodecs \u548c\u8303\u56f4\u7f51\u7edc\u8bfb\u53d6\u6765\u83b7\u53d6\u53ef\u83b7\u53d6\u7684\u89c6\u9891\uff0c\u5f53\u6e90\u6216\u7f16\u89e3\u7801\u5668\u4e0d\u53ef\u7528\u65f6\u56de\u9000\u5230\u53ef\u89c1\u6807\u7b7e\u9875\u6355\u83b7\u3002<\/p>\n

\u5b88\u62a4\u8fdb\u7a0b\u6a21\u5f0f\u989d\u5916\u63d0\u4f9b yt-dlp \u3001\u539f\u751f ffmpeg \u548c\u53ef\u9009\u7684 tesseract OCR\u3002<\/p>\n

CLI<\/p>\n

\u9700\u8981 Node 24+\u3002<\/p>\n

\u53ef\u9009\u672c\u5730\u4f9d\u8d56<\/p>\n

\u5982\u679c\u60a8\u9700\u8981\u5a92\u4f53\u5bc6\u96c6\u578b\u529f\u80fd\uff0c\u8bf7\u5b89\u88c5\u4ee5\u4e0b\u5de5\u5177\uff1a<\/p>\n

ffmpeg \uff1a\u53ef\u9009\u7684\u539f\u751f\u52a0\u901f\u5668\uff0c\u652f\u6301\u66f4\u5e7f\u6cdb\u7684\u7f16\u89e3\u7801\u5668\uff1b\u56de\u9000\u4f7f\u7528\u5185\u7f6e\u7684 WebAssembly \u7248\u672c\u3002<\/p>\n

yt-dlp \uff1aYouTube \u5e7b\u706f\u7247\u63d0\u53d6\u548c\u67d0\u4e9b\u8fdc\u7a0b\u5a92\u4f53\u6d41\u7a0b\u9700\u8981\u3002<\/p>\n

tesseract \uff1a\u53ef\u9009\uff0c\u7528\u4e8e –slides-ocr \u3002<\/p>\n

macOS\uff08Homebrew\uff09\uff1a<\/p>\n

brew install ffmpeg yt-dlp
brew install tesseract # \u53ef\u9009\uff0c\u7528\u4e8e –slides-ocr<\/p>\n

\u5982\u679c\u539f\u751f ffmpeg \/ ffprobe \u4e0d\u53ef\u7528\uff0cSummarize \u5c06\u4f7f\u7528\u5185\u7f6e\u7684 WebAssembly \u6784\u5efa\u3002\u4ecd\u63a8\u8350\u539f\u751f ffmpeg \u4ee5\u83b7\u5f97\u901f\u5ea6\u548c\u66f4\u5e7f\u6cdb\u7684\u7f16\u89e3\u7801\u5668\/\u6ee4\u955c\u652f\u6301\u3002<\/p>\n

\u5feb\u901f\u5f00\u59cb<\/p>\n

summarize "https:\/\/example.com"<\/p>\n

\u68c0\u67e5\u6709\u6548\u6a21\u578b\u914d\u7f6e\uff1a<\/p>\n

summarize status
summarize status –verbose
summarize status –probe
summarize status –json<\/p>\n

\u8f93\u5165<\/p>\n

URL \u6216\u672c\u5730\u8def\u5f84\uff1a<\/p>\n

summarize "\/path\/to\/file.pdf" –model google\/gemini-3-flash
summarize "https:\/\/example.com\/report.pdf" –model google\/gemini-3-flash
summarize "\/path\/to\/audio.mp3"
summarize "\/path\/to\/video.mp4"<\/p>\n

\u6807\u51c6\u8f93\u5165\uff08\u4f7f\u7528 – \u7ba1\u9053\u8f93\u5165\uff09\uff1a<\/p>\n

echo "content" | summarize –
pbpaste | summarize –<\/p>\n

YouTube\uff08\u652f\u6301 youtube.com \u548c youtu.be \uff09\uff1a<\/p>\n

summarize "https:\/\/youtu.be\/dQw4w9WgXcQ" –youtube auto<\/p>\n

\u64ad\u5ba2 RSS\uff08\u8f6c\u5199\u6700\u65b0\u4e00\u96c6\uff09\uff1a<\/p>\n

summarize "https:\/\/feeds.npr.org\/500005\/podcast.xml"<\/p>\n

Apple Podcasts \u5355\u96c6\u9875\u9762\uff1a<\/p>\n

summarize "https:\/\/podcasts.apple.com\/us\/podcast\/2424-jelly-roll\/id360084272?i=1000740717432"<\/p>\n

Spotify \u5355\u96c6\u9875\u9762\uff08\u5c3d\u529b\u800c\u4e3a\uff0c\u72ec\u5bb6\u5185\u5bb9\u53ef\u80fd\u5931\u8d25\uff09\uff1a<\/p>\n

summarize "https:\/\/open.spotify.com\/episode\/5auotqWAXhhKyb9ymCuBJY"<\/p>\n

HLS \u64ad\u653e\u5217\u8868\uff1a<\/p>\n

summarize "https:\/\/example.com\/master.m3u8"<\/p>\n

\u8f93\u51fa\u957f\u5ea6<\/p>\n

–length \u63a7\u5236\u6211\u4eec\u8981\u6c42\u8f93\u51fa\u7684\u91cf\uff08\u6307\u5bfc\u6027\uff09\uff0c\u5e76\u975e\u786c\u6027\u9650\u5236\u3002\u5185\u7f6e\u9ed8\u8ba4\u503c\u4e3a long \u3002<\/p>\n

\u53ef\u5728 ~\/.summarize\/config.json \u4e2d\u901a\u8fc7 output.length \u8bbe\u7f6e\u9ed8\u8ba4\u503c\u3002<\/p>\n

\u9884\u8bbe\u503c\uff1a short|medium|long|xl|xxl<\/p>\n

\u5b57\u7b26\u76ee\u6807\uff1a 1500 \u3001 20k \u3001 20000<\/p>\n

\u53ef\u9009\u786c\u6027\u4e0a\u9650\uff1a –max-output-tokens <count> \uff08\u4f8b\u5982 2000 \u3001 2k \uff09<\/p>\n

\u77ed\u5185\u5bb9\uff1a\u5f53\u63d0\u53d6\u7684\u5185\u5bb9\u77ed\u4e8e\u8bf7\u6c42\u7684\u957f\u5ea6\u65f6\uff0cCLI \u4f1a\u539f\u6837\u8fd4\u56de\u5185\u5bb9\u3002\u4f7f\u7528 –force-summary \u8986\u76d6\uff0c\u5f3a\u5236\u8fd0\u884c LLM\u3002<\/p>\n

\u6700\u5c0f\u503c\uff1a –length \u6570\u503c\u5fc5\u987b >= 10 \u4e2a\u5b57\u7b26\uff1b –max-output-tokens \u5fc5\u987b >= 16\u3002<\/p>\n

\u9884\u8bbe\u76ee\u6807\uff08\u6765\u6e90\uff1a packages\/core\/src\/prompts\/summary-lengths.ts \uff09\uff1a<\/p>\n

short\uff1a\u76ee\u6807\u7ea6 900 \u5b57\u7b26\uff08\u8303\u56f4 600-1,200\uff09<\/p>\n

medium\uff1a\u76ee\u6807\u7ea6 1,800 \u5b57\u7b26\uff08\u8303\u56f4 1,200-2,500\uff09<\/p>\n

long\uff1a\u76ee\u6807\u7ea6 4,200 \u5b57\u7b26\uff08\u8303\u56f4 2,500-6,000\uff09<\/p>\n

xl\uff1a\u76ee\u6807\u7ea6 9,000 \u5b57\u7b26\uff08\u8303\u56f4 6,000-14,000\uff09<\/p>\n

xxl\uff1a\u76ee\u6807\u7ea6 17,000 \u5b57\u7b26\uff08\u8303\u56f4 14,000-22,000\uff09<\/p>\n

\u652f\u6301\u7684\u6587\u4ef6\u7c7b\u578b<\/p>\n

\u5c3d\u529b\u800c\u4e3a\uff0c\u4e14\u53d6\u51b3\u4e8e\u63d0\u4f9b\u5546\u3002\u4ee5\u4e0b\u901a\u5e38\u5de5\u4f5c\u826f\u597d\uff1a<\/p>\n

text\/* \u548c\u5e38\u89c1\u7ed3\u6784\u5316\u6587\u672c\uff08 .txt \u3001 .md \u3001 .json \u3001 .yaml \u3001 .xml \u7b49\uff09<\/p>\n

PDF\uff1a application\/pdf \uff08\u63d0\u4f9b\u5546\u652f\u6301\u7a0b\u5ea6\u4e0d\u540c\uff1bGoogle \u6700\u53ef\u9760\uff09<\/p>\n

\u56fe\u7247\uff1a image\/jpeg \u3001 image\/png \u3001 image\/webp \u3001 image\/gif<\/p>\n

\u97f3\u9891\/\u89c6\u9891\uff1a audio\/* \u3001 video\/* \uff08\u672c\u5730\u97f3\u9891\/\u89c6\u9891\u6587\u4ef6\u5728\u6a21\u578b\u652f\u6301\u65f6\u4f1a\u81ea\u52a8\u8f6c\u5199\uff09<\/p>\n

\u6ce8\u610f\uff1a<\/p>\n

\u5982\u679c\u63d0\u4f9b\u5546\u62d2\u7edd\u67d0\u79cd\u5a92\u4f53\u7c7b\u578b\uff0cCLI \u4f1a\u5feb\u901f\u5931\u8d25\u5e76\u663e\u793a\u53cb\u597d\u6d88\u606f\u3002<\/p>\n

xAI \u6a21\u578b\u4e0d\u652f\u6301\u901a\u8fc7 AI SDK \u9644\u52a0\u901a\u7528\u6587\u4ef6\uff08\u5982 PDF\uff09\uff1b\u5bf9\u4e8e\u8fd9\u4e9b\u60c5\u51b5\uff0c\u8bf7\u4f7f\u7528 Google\/OpenAI\/Anthropic\u3002<\/p>\n

\u6a21\u578b ID<\/p>\n

\u4f7f\u7528\u7f51\u5173\u98ce\u683c ID\uff1a <provider>\/<model> \u3002<\/p>\n

\u793a\u4f8b\uff1a<\/p>\n

openai\/gpt-5.4<\/p>\n

openai\/gpt-5.4-mini<\/p>\n

openai\/gpt-5.4-nano<\/p>\n

openai\/gpt-5-mini<\/p>\n

openai\/gpt-5-nano<\/p>\n

github-copilot\/gpt-5.4<\/p>\n

anthropic\/claude-sonnet-4-5<\/p>\n

xai\/grok-4-fast-non-reasoning<\/p>\n

google\/gemini-3-flash<\/p>\n

zai\/glm-4.7<\/p>\n

minimax\/MiniMax-M3<\/p>\n

openrouter\/openai\/gpt-5-mini \uff08\u5f3a\u5236\u4f7f\u7528 OpenRouter\uff09<\/p>\n

\u6ce8\u610f\uff1a\u67d0\u4e9b\u6a21\u578b\/\u63d0\u4f9b\u5546\u4e0d\u652f\u6301\u6d41\u5f0f\u4f20\u8f93\u6216\u67d0\u4e9b\u6587\u4ef6\u5a92\u4f53\u7c7b\u578b\u3002\u6b64\u65f6 CLI \u4f1a\u6253\u5370\u53cb\u597d\u9519\u8bef\uff08\u6216\u5728\u63d0\u4f9b\u5546\u652f\u6301\u65f6\u4e3a\u8be5\u6a21\u578b\u81ea\u52a8\u7981\u7528\u6d41\u5f0f\u4f20\u8f93\uff09\u3002<\/p>\n

OpenAI \u5feb\u901f\u6a21\u5f0f\u548c\u601d\u8003\u6a21\u5f0f<\/p>\n

\u5feb\u901f\u6a21\u5f0f\u662f\u4e00\u4e2a\u8bf7\u6c42\u9009\u9879\uff0c\u4e0d\u662f\u6a21\u578b ID\uff1a<\/p>\n

summarize "https:\/\/example.com" –model openai\/gpt-5.5 –fast –thinking medium
summarize "https:\/\/example.com" –model openai\/gpt-5.4 –service-tier fast –thinking low<\/p>\n

–fast \u662f –service-tier fast \u7684\u7b80\u5199\u3002<\/p>\n

–service-tier default|fast|priority|flex \u63a7\u5236 OpenAI \u670d\u52a1\u5c42\u7ea7\u3002 fast \u662f Summarize\/Codex \u4f7f\u7528\u7684\u62fc\u5199\uff0c\u53d1\u9001\u7ed9 OpenAI \u65f6\u53d8\u4e3a service_tier="priority" \u3002<\/p>\n

–thinking none|low|medium|high|xhigh \u63a7\u5236 OpenAI \u63a8\u7406\u52aa\u529b\u7a0b\u5ea6\u3002\u522b\u540d\uff1a off \u2192 none \uff0c min \u2192 low \uff0c mid \/ med \u2192 medium \uff0c x-high \/ extra-high \u2192 xhigh \u3002<\/p>\n

–service-tier default \u4f1a\u6e05\u9664\u4e00\u6b21\u8fd0\u884c\u914d\u7f6e\u7684\u5c42\u7ea7\u3002<\/p>\n

\u9650\u5236<\/p>\n

\u8d85\u8fc7 10 MB \u7684\u6587\u672c\u8f93\u5165\u5728\u5206\u8bcd\u524d\u4f1a\u88ab\u62d2\u7edd\u3002<\/p>\n

\u6587\u672c\u63d0\u793a\u4f1a\u9488\u5bf9\u6a21\u578b\u8f93\u5165\u9650\u5236\uff08LiteLLM \u76ee\u5f55\uff09\u8fdb\u884c\u9884\u68c0\u67e5\uff0c\u4f7f\u7528 GPT \u5206\u8bcd\u5668\u3002<\/p>\n

\u5e38\u7528\u6807\u5fd7<\/p>\n

summarize <input> [flags]<\/p>\n

–model <provider\/model> \uff1a\u4f7f\u7528\u7684\u6a21\u578b\uff08\u9ed8\u8ba4\u4e3a auto \uff09<\/p>\n

–model auto \uff1a\u81ea\u52a8\u9009\u62e9\u6a21\u578b + \u56de\u9000\uff08\u9ed8\u8ba4\uff09<\/p>\n

–model <name> \uff1a\u4f7f\u7528\u5185\u7f6e\u6216\u914d\u7f6e\u5b9a\u4e49\u7684\u9884\u8bbe<\/p>\n

–timeout <duration> \uff1a 30s \u3001 2m \u3001 5000ms \uff08\u9ed8\u8ba4 2m \uff09<\/p>\n

–retries <count> \uff1a\u8d85\u65f6\u6216\u4e34\u65f6 API \u5931\u8d25\u540e\u7684 LLM \u91cd\u8bd5\u6b21\u6570\uff08\u9ed8\u8ba4 1 \uff09<\/p>\n

–length short|medium|long|xl|xxl|s|m|l|<chars><\/p>\n

–language, –lang <language> \uff1a\u8f93\u51fa\u8bed\u8a00\uff08 auto = \u5339\u914d\u6e90\u8bed\u8a00\uff09<\/p>\n

–max-output-tokens <count> \uff1aLLM \u8f93\u51fa\u4ee4\u724c\u7684\u786c\u6027\u4e0a\u9650<\/p>\n

–cli [provider] \uff1a\u4f7f\u7528 CLI \u63d0\u4f9b\u5546\uff08 –model cli\/<provider> \uff09\u3002\u652f\u6301 claude \u3001 gemini \u3001 codex \u3001 agent \u3001 openclaw \u3001 opencode \u3001 copilot \u3001 agy \u3001 pi \u3002\u5982\u679c\u7701\u7565\uff0c\u5219\u4f7f\u7528\u542f\u7528\u4e86 CLI \u7684\u81ea\u52a8\u9009\u62e9\u3002<\/p>\n

–stream auto|on|off \uff1a\u6d41\u5f0f\u8f93\u51fa LLM \u7ed3\u679c\uff08 auto = \u4ec5 TTY\uff1b\u5728 –json \u6a21\u5f0f\u4e0b\u7981\u7528\uff09<\/p>\n

–plain \uff1a\u4fdd\u7559\u539f\u59cb\u8f93\u51fa\uff08\u65e0 ANSI\/OSC Markdown \u6e32\u67d3\uff09<\/p>\n

–no-color \uff1a\u7981\u7528 ANSI \u989c\u8272<\/p>\n

–theme <name> \uff1aCLI \u4e3b\u9898\uff08 aurora \u3001 ember \u3001 moss \u3001 mono \uff09<\/p>\n

–format md|text \uff1a\u7f51\u7ad9\/\u6587\u4ef6\u5185\u5bb9\u683c\u5f0f\uff08\u9ed8\u8ba4 text \uff09<\/p>\n

–markdown-mode off|auto|llm|readability \uff1aHTML -> Markdown \u6a21\u5f0f\uff08\u9ed8\u8ba4 readability \uff09<\/p>\n

–preprocess off|auto|always \uff1a\u63a7\u5236 uvx markitdown \u7684\u4f7f\u7528\uff08\u9ed8\u8ba4 auto \uff09<\/p>\n

–extract \uff1a\u6253\u5370\u63d0\u53d6\u7684\u5185\u5bb9\u5e76\u9000\u51fa\uff08URL\u3001YouTube\/\u76f4\u63a5\u5a92\u4f53\u3001\u672c\u5730\u97f3\u9891\/\u89c6\u9891\u548c\u672c\u5730 PDF\uff1b\u4e0d\u652f\u6301\u6807\u51c6\u8f93\u5165 – \uff09<\/p>\n

–slides \uff1a\u4e3a YouTube\u3001\u76f4\u63a5\u89c6\u9891 URL \u6216\u672c\u5730\u89c6\u9891\u6587\u4ef6\u63d0\u53d6\u5e7b\u706f\u7247\uff0c\u5e76\u5728\u6458\u8981\u53d9\u8ff0\u4e2d\u5185\u8054\u6e32\u67d3<\/p>\n

–no-slides \uff1a\u5bf9\u5355\u6b21\u8fd0\u884c\u7981\u7528 ~\/.summarize\/config.json \u4e2d\u542f\u7528\u7684\u5e7b\u706f\u7247\u63d0\u53d6<\/p>\n

–slides-ocr \uff1a\u5bf9\u63d0\u53d6\u7684\u5e7b\u706f\u7247\u8fd0\u884c OCR\uff08\u9700\u8981 tesseract \uff09<\/p>\n

–no-slides-ocr \uff1a\u5bf9\u5355\u6b21\u8fd0\u884c\u7981\u7528 ~\/.summarize\/config.json \u4e2d\u542f\u7528\u7684\u5e7b\u706f\u7247 OCR<\/p>\n

–slides-dir <dir> \uff1a\u5e7b\u706f\u7247\u56fe\u50cf\u7684\u57fa\u7840\u8f93\u51fa\u76ee\u5f55\uff08\u9ed8\u8ba4 .\/slides \uff09<\/p>\n

–slides-scene-threshold <value> \uff1a\u573a\u666f\u68c0\u6d4b\u9608\u503c\uff080.1-1.0\uff09<\/p>\n

–slides-max <count> \uff1a\u6700\u5927\u63d0\u53d6\u5e7b\u706f\u7247\u6570\u91cf\uff08\u9ed8\u8ba4 6 \uff09<\/p>\n

–slides-min-duration <seconds> \uff1a\u5e7b\u706f\u7247\u4e4b\u95f4\u7684\u6700\u5c0f\u79d2\u6570<\/p>\n

–json \uff1a\u673a\u5668\u53ef\u8bfb\u8f93\u51fa\uff0c\u5305\u542b\u8bca\u65ad\u4fe1\u606f\u3001\u63d0\u793a\u3001 metrics \u548c\u53ef\u9009\u7684\u6458\u8981<\/p>\n

–verbose \uff1a\u8c03\u8bd5\/\u8bca\u65ad\u4fe1\u606f\u8f93\u51fa\u5230 stderr<\/p>\n

–metrics off|on|detailed \uff1a\u6307\u6807\u8f93\u51fa\uff08\u9ed8\u8ba4 on \uff09<\/p>\n

\u7f16\u7801 CLI<\/p>\n

Summarize \u53ef\u4ee5\u5c06\u5e38\u89c1\u7684\u7f16\u7801 CLI \u7528\u4f5c\u672c\u5730\u6a21\u578b\u540e\u7aef\uff1a<\/p>\n

codex -> –cli codex \/ –model cli\/codex\/<model><\/p>\n

claude -> –cli claude \/ –model cli\/claude\/<model><\/p>\n

gemini -> –cli gemini \/ –model cli\/gemini\/<model><\/p>\n

agent \uff08Cursor Agent CLI\uff09-> –cli agent \/ –model cli\/agent\/<model><\/p>\n

openclaw -> –cli openclaw \/ –model cli\/openclaw\/<model> \u6216 –model openclaw\/<model><\/p>\n

opencode -> –cli opencode \/ –model cli\/opencode\/<model> \uff08 –model cli\/opencode \u4f7f\u7528 OpenCode \u8fd0\u884c\u65f6\u9ed8\u8ba4\u503c\uff09<\/p>\n

copilot \uff08GitHub Copilot CLI\uff09-> –cli copilot \/ –model cli\/copilot\/<model> \uff08 –model cli\/copilot \u4f7f\u7528 Copilot \u8fd0\u884c\u65f6\u9ed8\u8ba4\u503c\uff09<\/p>\n

agy \uff08Antigravity CLI\uff09-> –cli agy \/ –model cli\/agy \uff08\u4f7f\u7528 agy \u6d3b\u52a8\u4f1a\u8bdd\u6a21\u578b\uff1bagy print \u6a21\u5f0f\u4e0d\u652f\u6301\u6309\u8c03\u7528\u9009\u62e9\u6a21\u578b\uff09<\/p>\n

pi \uff08Pi Coding Agent\uff09-> –cli pi \/ –model cli\/pi \u6216 –model cli\/pi\/<model><\/p>\n

\u5185\u7f6e\u9884\u8bbe\uff1a<\/p>\n

–model codex-fast \u4f7f\u7528 GPT-5.5 Fast \u6a21\u5f0f\u8fd0\u884c Codex\uff0c\u9700\u8981 codex login \u3002<\/p>\n

\u8981\u6c42\uff1a<\/p>\n

\u4e8c\u8fdb\u5236\u6587\u4ef6\u5df2\u5b89\u88c5\u5e76\u5728 PATH \u4e2d\uff08\u6216\u8bbe\u7f6e\u5bf9\u5e94\u7684\u8def\u5f84\u73af\u5883\u53d8\u91cf\uff09<\/p>\n

\u63d0\u4f9b\u5546\u5df2\u8ba4\u8bc1<\/p>\n

\u81ea\u52a8\u6a21\u578b\u6392\u5e8f<\/p>\n

–model auto \u6839\u636e\u5185\u7f6e\u89c4\u5219\uff08\u6216\u60a8\u7684 model.rules \u8986\u76d6\uff09\u6784\u5efa\u5019\u9009\u5c1d\u8bd5\u3002\u5f53\u8bbe\u7f6e\u4e86 cli.enabled \u6216\u9690\u5f0f\u81ea\u52a8\u9009\u62e9\u5904\u4e8e\u6d3b\u52a8\u72b6\u6001\u65f6\uff0cCLI \u5c1d\u8bd5\u4f1a\u88ab\u524d\u7f6e\u3002<\/p>\n

\u9ed8\u8ba4\u56de\u9000\u884c\u4e3a\uff1a\u4ec5\u5f53\u672a\u914d\u7f6e API \u5bc6\u94a5\u65f6\uff0c\u987a\u5e8f\u4e3a claude, gemini, codex, agent, openclaw, opencode, copilot \uff0c\u5e76\u8bb0\u4f4f\/\u4f18\u5148\u4f7f\u7528\u6700\u540e\u4e00\u4e2a\u6210\u529f\u7684\u63d0\u4f9b\u5546\uff08 ~\/.summarize\/cli-state.json \uff09\u3002Antigravity \u548c pi \u662f\u52a0\u5165\u7684\uff0c\u9664\u975e\u60a8\u5c06\u5b83\u4eec\u6dfb\u52a0\u5230 cli.autoFallback.order \u3002<\/p>\n

\u7f51\u7ad9\u63d0\u53d6\uff08Firecrawl + Markdown\uff09<\/p>\n

\u975e YouTube URL \u4f1a\u7ecf\u8fc7 fetch -> extract \u7ba1\u9053\u3002\u5f53\u76f4\u63a5 fetch\/extract \u88ab\u963b\u6b62\u6216\u5185\u5bb9\u592a\u5c11\u65f6\uff0c –firecrawl auto \u53ef\u4ee5\u56de\u9000\u5230 Firecrawl\uff08\u5982\u679c\u5df2\u914d\u7f6e\uff09\u3002<\/p>\n

–firecrawl off|auto|always \uff08\u9ed8\u8ba4 auto \uff09<\/p>\n

–extract –format md|text \uff08\u9ed8\u8ba4 text \uff1b\u5982\u679c\u7701\u7565 –format \uff0c\u5219 –extract \u5bf9\u975e YouTube URL \u9ed8\u8ba4\u4e3a md \uff09<\/p>\n

–markdown-mode off|auto|llm|readability \uff08\u9ed8\u8ba4 readability \uff09<\/p>\n

YouTube \u5b57\u5e55<\/p>\n

–youtube auto \u9996\u5148\u5c1d\u8bd5\u5c3d\u529b\u800c\u4e3a\u7684\u7f51\u9875\u5b57\u5e55\u7aef\u70b9\u3002\u5f53\u5b57\u5e55\u4e0d\u53ef\u7528\u65f6\uff0c\u56de\u9000\u5230\uff1a<\/p>\n

yt-dlp + Whisper\uff08\u5982\u679c yt-dlp \u53ef\u7528\uff09<\/p>\n

Android VR \u76f4\u63a5\u97f3\u9891 + \u914d\u7f6e\u7684\u8f6c\u5199\u94fe<\/p>\n

Apify\uff08\u5982\u679c\u8bbe\u7f6e\u4e86 APIFY_API_TOKEN \uff09<\/p>\n

\u5e26\u6709\u8bf4\u8bdd\u4eba\u6807\u7b7e\u7684 YouTube\u3001\u672c\u5730\u97f3\u9891\/\u89c6\u9891\u548c\u76f4\u63a5\u5a92\u4f53 URL \u5b57\u5e55\u53ef\u901a\u8fc7 –diarize \u83b7\u5f97\u3002<\/p>\n

\u5e7b\u706f\u7247\u63d0\u53d6<\/p>\n

\u63d0\u53d6\u5e7b\u706f\u7247\u622a\u56fe\uff08\u901a\u8fc7 ffmpeg \u8fdb\u884c\u573a\u666f\u68c0\u6d4b\uff09\u548c\u53ef\u9009 OCR\u3002\u9700\u8981 yt-dlp \u7528\u4e8e YouTube \u89c6\u9891\u4e0b\u8f7d\/\u6d41\u89e3\u6790\uff0c tesseract \u4ec5\u5728\u4f7f\u7528 –slides-ocr \u65f6\u9700\u8981\u3002<\/p>\n

summarize "https:\/\/www.youtube.com\/watch?v=…" –slides
summarize "https:\/\/www.youtube.com\/watch?v=…" –slides –slides-ocr
summarize "\/path\/to\/video.webm" –slides<\/p>\n

\u8f93\u51fa\u5199\u5165 .\/slides\/<sourceId>\/ \uff08\u6216 –slides-dir \uff09\u3002OCR \u7ed3\u679c\u5305\u542b\u5728 JSON \u8f93\u51fa\u4e2d\uff0c\u5e76\u5b58\u50a8\u5728 slides.json \u4e2d\u3002<\/p>\n

\u5a92\u4f53\u8f6c\u5199\uff08Whisper\uff09<\/p>\n

\u672c\u5730\u97f3\u9891\/\u89c6\u9891\u6587\u4ef6\u5148\u88ab\u8f6c\u5199\uff0c\u7136\u540e\u8fdb\u884c\u6458\u8981\u3002 –video-mode transcript \u5f3a\u5236\u76f4\u63a5\u5a92\u4f53 URL \u9996\u5148\u901a\u8fc7 Whisper\u3002\u81ea\u52a8\u6a21\u5f0f\u5728\u914d\u7f6e\u65f6\u9996\u5148\u5c1d\u8bd5 Groq\uff0c\u7136\u540e\u5c1d\u8bd5\u672c\u5730 ONNX\/ whisper.cpp \uff0c\u518d\u5c1d\u8bd5\u4e91\u7aef\u56de\u9000\u3002\u914d\u7f6e\u672c\u5730 ONNX\/ whisper.cpp \u7528\u4e8e\u4ec5\u672c\u5730\u8f6c\u5199\uff1b\u5426\u5219\u8bbe\u7f6e GROQ_API_KEY \u3001 ASSEMBLYAI_API_KEY \u3001 GEMINI_API_KEY \u3001 OPENAI_API_KEY \u3001 FAL_KEY \u6216 DEEPGRAM_API_KEY \u4e4b\u4e00\u3002<\/p>\n

\u672c\u5730 ONNX \u8f6c\u5199\uff08Parakeet\/Canary\uff09<\/p>\n

Summarize \u53ef\u4ee5\u901a\u8fc7\u60a8\u63d0\u4f9b\u7684\u672c\u5730 CLI \u4f7f\u7528 NVIDIA Parakeet\/Canary ONNX \u6a21\u578b\u3002\u81ea\u52a8\u9009\u62e9\u5728\u914d\u7f6e\u65f6\u9996\u5148\u5c1d\u8bd5 Groq\uff0c\u7136\u540e\u5c1d\u8bd5 ONNX\uff0c\u518d\u5c1d\u8bd5 whisper.cpp \u548c\u5176\u4f59\u4e91\u7aef\u56de\u9000\u3002<\/p>\n

\u8bbe\u7f6e\u52a9\u624b\uff1a summarize transcriber setup<\/p>\n

\u81ea\u52a8\u9009\u62e9\uff1a\u8bbe\u7f6e SUMMARIZE_ONNX_PARAKEET_CMD \u6216 SUMMARIZE_ONNX_CANARY_CMD<\/p>\n

\u9009\u62e9\u672c\u5730\u8f6c\u5199\u9636\u6bb5\uff1a –transcriber parakeet|canary|whisper|auto<\/p>\n

\u5df2\u9a8c\u8bc1\u7684\u64ad\u5ba2\u670d\u52a1\uff082026-07-17\uff09<\/p>\n

Apple Podcasts<\/p>\n

Spotify<\/p>\n

\u5c0f\u5b87\u5b99<\/p>\n

Amazon Music \/ Audible \u64ad\u5ba2\u9875\u9762<\/p>\n

Podbean<\/p>\n

Podchaser<\/p>\n

RSS \u8ba2\u9605\uff08\u53ef\u7528\u65f6\u652f\u6301 Podcasting 2.0 \u5b57\u5e55\uff09<\/p>\n

\u5d4c\u5165\u5f0f YouTube \u64ad\u5ba2\u9875\u9762\uff08\u4f8b\u5982 JREPodcast\uff09<\/p>\n

\u7ffb\u8bd1\u8def\u5f84<\/p>\n

–language\/–lang \u63a7\u5236\u6458\u8981\u7684\u8f93\u51fa\u8bed\u8a00\uff08\u4ee5\u53ca\u5176\u4ed6 LLM \u751f\u6210\u6587\u672c\uff09\u3002\u9ed8\u8ba4\u503c\u4e3a auto \u3002\u5f53\u8f93\u5165\u662f\u97f3\u9891\/\u89c6\u9891\u65f6\uff0cCLI \u9700\u8981\u5148\u83b7\u5f97\u5b57\u5e55\uff0c\u6765\u6e90\u53ef\u4ee5\u662f\u73b0\u6709\u5b57\u5e55\uff08YouTube \u5b57\u5e55\u3001Podcasting 2.0 RSS\uff09\u6216 Whisper \u8f6c\u5199\u56de\u9000\u3002<\/p>\n

\u914d\u7f6e<\/p>\n

\u5355\u4e00\u914d\u7f6e\u6587\u4ef6\u4f4d\u7f6e\uff1a ~\/.summarize\/config.json<\/p>\n

\u8fd0\u884c summarize status \u4ee5\u68c0\u67e5\u6709\u6548\u9ed8\u8ba4\u6a21\u578b\u3001\u914d\u7f6e\u7684\u9884\u8bbe\u548c\u6a21\u578b\u63d0\u4f9b\u5546\u3002<\/p>\n

\u652f\u6301\u7684\u952e\uff1a<\/p>\n

{
"model": { "id": "openai\/gpt-5-mini" },
"env": { "OPENAI_API_KEY": "sk-…" },
"output": { "length": "long" },
"ui": { "theme": "ember" }
}<\/p>\n

\u4e5f\u652f\u6301\uff1a<\/p>\n

model: { "mode": "auto" } \uff08\u81ea\u52a8\u6a21\u578b\u9009\u62e9 + \u56de\u9000\uff09<\/p>\n

model.rules \uff08\u81ea\u5b9a\u4e49\u5019\u9009\u9879\/\u6392\u5e8f\uff09<\/p>\n

models \uff08\u5b9a\u4e49\u53ef\u901a\u8fc7 –model <preset> \u9009\u62e9\u7684\u9884\u8bbe\uff09<\/p>\n

env \uff08\u901a\u7528\u7684\u73af\u5883\u53d8\u91cf\u9ed8\u8ba4\u503c\uff1b\u8fdb\u7a0b\u73af\u5883\u53d8\u91cf\u4ecd\u7136\u4f18\u5148\uff09<\/p>\n

apiKeys \uff08\u65e7\u7248\u5feb\u6377\u65b9\u5f0f\uff0c\u6620\u5c04\u5230\u73af\u5883\u53d8\u91cf\u540d\u79f0\uff1b\u65b0\u914d\u7f6e\u5efa\u8bae\u4f7f\u7528 env \uff09<\/p>\n

output.length \uff08\u9ed8\u8ba4 long \uff09<\/p>\n

cache.media \uff08\u5a92\u4f53\u4e0b\u8f7d\u7f13\u5b58\uff1a\u9ed8\u8ba4 TTL 7 \u5929\uff0c\u4e0a\u9650 2048 MB\uff09<\/p>\n

media.videoMode: "auto"|"transcript"|"understand"<\/p>\n

media.embeddedVideo: "auto"|"off"|"prefer"|"both" \uff08\u9ed8\u8ba4 auto \uff09<\/p>\n

slides.enabled \/ slides.max \/ slides.ocr \/ slides.dir \uff08 –slides \u7684\u9ed8\u8ba4\u503c\uff09<\/p>\n

ui.theme: "aurora"|"ember"|"moss"|"mono"<\/p>\n

openai.useChatCompletions: true<\/p>\n

openai.serviceTier: "fast"|"priority"|"flex"<\/p>\n

openai.thinking \/ openai.reasoningEffort: "none"|"low"|"medium"|"high"|"xhigh"<\/p>\n

openai.textVerbosity: "low"|"medium"|"high"<\/p>\n

\u6ce8\u610f\uff1a\u914d\u7f6e\u4ee5\u5bbd\u677e\u65b9\u5f0f\u89e3\u6790\uff08JSON5\uff09\uff0c\u4f46\u4e0d\u5141\u8bb8\u6ce8\u91ca\u3002\u672a\u77e5\u952e\u5c06\u88ab\u5ffd\u7565\u3002<\/p>\n

\u4f18\u5148\u7ea7\uff1a<\/p>\n

–model<\/p>\n

SUMMARIZE_MODEL<\/p>\n

~\/.summarize\/config.json<\/p>\n

\u9ed8\u8ba4\u503c\uff08 auto \uff09<\/p>\n

\u73af\u5883\u53d8\u91cf<\/p>\n

\u8bbe\u7f6e\u4e0e\u60a8\u9009\u62e9\u7684 –model \u5339\u914d\u7684\u5bc6\u94a5\uff1a<\/p>\n

OPENAI_API_KEY \uff08\u7528\u4e8e openai\/… \uff09<\/p>\n

NVIDIA_API_KEY \uff08\u7528\u4e8e nvidia\/… \uff09<\/p>\n

MINIMAX_API_KEY \uff08\u7528\u4e8e minimax\/… \uff09<\/p>\n

ANTHROPIC_API_KEY \uff08\u7528\u4e8e anthropic\/… \uff09<\/p>\n

XAI_API_KEY \uff08\u7528\u4e8e xai\/… \uff09<\/p>\n

Z_AI_API_KEY \uff08\u7528\u4e8e zai\/… \uff1b\u652f\u6301 ZAI_API_KEY \u522b\u540d\uff09<\/p>\n

GEMINI_API_KEY \uff08\u7528\u4e8e google\/… \uff09\u2014\u2014 \u4e5f\u63a5\u53d7 GOOGLE_GENERATIVE_AI_API_KEY \u548c GOOGLE_API_KEY<\/p>\n

OpenAI \u517c\u5bb9\u804a\u5929\u8865\u5168\u5207\u6362\uff1a<\/p>\n

OPENAI_USE_CHAT_COMPLETIONS=1<\/p>\n

UI \u4e3b\u9898\uff1a<\/p>\n

SUMMARIZE_THEME=aurora|ember|moss|mono<\/p>\n

SUMMARIZE_TRUECOLOR=1 \uff08\u5f3a\u5236 24 \u4f4d ANSI\uff09<\/p>\n

SUMMARIZE_NO_TRUECOLOR=1 \uff08\u7981\u7528 24 \u4f4d ANSI\uff09<\/p>\n

OpenRouter\uff08OpenAI \u517c\u5bb9\uff09\uff1a<\/p>\n

\u8bbe\u7f6e OPENROUTER_API_KEY=…<\/p>\n

\u5efa\u8bae\u901a\u8fc7\u6a21\u578b ID \u5f3a\u5236\u4f7f\u7528 OpenRouter\uff1a –model openrouter\/<author>\/<slug><\/p>\n

\u5185\u7f6e\u9884\u8bbe\uff1a –model free \uff08\u4f7f\u7528\u4e00\u7ec4\u9ed8\u8ba4\u7684 OpenRouter :free \u6a21\u578b\uff09<\/p>\n

NVIDIA API Catalog\uff1a<\/p>\n

\u8bbe\u7f6e NVIDIA_API_KEY=…<\/p>\n

\u53ef\u9009\uff1a NVIDIA_BASE_URL=https:\/\/integrate.api.nvidia.com\/v1<\/p>\n

\u79ef\u5206\uff1aAPI Catalog \u8bd5\u7528\u7248\u5728\u6ce8\u518c\u65f6\u8d60\u9001 1000 \u4e2a\u514d\u8d39 API \u79ef\u5206<\/p>\n

Z.AI \uff08OpenAI \u517c\u5bb9\uff09\uff1a<\/p>\n

Z_AI_API_KEY=… \uff08\u6216 ZAI_API_KEY=… \uff09<\/p>\n

\u53ef\u9009\u7684\u57fa\u7840 URL \u8986\u76d6\uff1a Z_AI_BASE_URL=…<\/p>\n

MiniMax\uff08OpenAI \u517c\u5bb9\uff09\uff1a<\/p>\n

\u8bbe\u7f6e MINIMAX_API_KEY=…<\/p>\n

\u53ef\u9009\u7684\u57fa\u7840 URL \u8986\u76d6\uff1a MINIMAX_BASE_URL=… \uff08\u9ed8\u8ba4 https:\/\/api.minimax.io\/v1 \uff09<\/p>\n

\u53ef\u9009\u670d\u52a1\uff1a<\/p>\n

FIRECRAWL_API_KEY \uff08\u7f51\u7ad9\u63d0\u53d6\u56de\u9000\uff09<\/p>\n

YT_DLP_PATH \uff08yt-dlp \u4e8c\u8fdb\u5236\u6587\u4ef6\u8def\u5f84\uff09<\/p>\n

GROQ_API_KEY \uff08Groq Whisper \u8f6c\u5199\uff09<\/p>\n

ASSEMBLYAI_API_KEY \uff08AssemblyAI \u8f6c\u5199\uff09<\/p>\n

ELEVENLABS_API_KEY \uff08ElevenLabs Scribe v2 \u8bf4\u8bdd\u4eba\u8bc6\u522b\uff09<\/p>\n

GEMINI_API_KEY \/ GOOGLE_GENERATIVE_AI_API_KEY \/ GOOGLE_API_KEY \uff08Gemini \u8f6c\u5199\uff09<\/p>\n

SUMMARIZE_GEMINI_TRANSCRIPTION_MODEL \uff08\u53ef\u9009\u7684 Gemini \u6a21\u578b\u8986\u76d6\uff1b\u9ed8\u8ba4 gemini-2.5-flash \uff09<\/p>\n

OPENAI_API_KEY \/ OPENAI_WHISPER_BASE_URL \uff08OpenAI Whisper \u8f6c\u5199\uff09<\/p>\n

FAL_KEY \uff08FAL AI API \u5bc6\u94a5\uff09<\/p>\n

DEEPGRAM_API_KEY \uff08Deepgram API \u5bc6\u94a5\uff09<\/p>\n

SUMMARIZE_DEEPGRAM_TRANSCRIPTION_MODEL \uff08\u53ef\u9009\u7684 Deepgram \u6a21\u578b\u8986\u76d6\uff1b\u9ed8\u8ba4 nova-3 \uff09<\/p>\n

APIFY_API_TOKEN \uff08YouTube \u5b57\u5e55\u56de\u9000\uff09<\/p>\n

summarize refresh-free<\/p>\n

\u91cd\u65b0\u751f\u6210 free \u9884\u8bbe\uff08 ~\/.summarize\/config.json \u4e2d\u7684 models.free \uff09\uff0c\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n

\u83b7\u53d6 OpenRouter \/models \uff0c\u8fc7\u6ee4\u51fa :free \u6a21\u578b<\/p>\n

\u8df3\u8fc7\u770b\u8d77\u6765\u975e\u5e38\u5c0f\u7684\u6a21\u578b\uff08\u9ed8\u8ba4 <27B\uff09<\/p>\n

\u6d4b\u8bd5\u54ea\u4e9b\u6a21\u578b\u8fd4\u56de\u975e\u7a7a\u6587\u672c<\/p>\n

\u9009\u62e9\u4e00\u7ec4\u667a\u80fd\u548c\u5feb\u901f\u7684\u6a21\u578b\u6df7\u5408<\/p>\n

\u7cbe\u70bc\u65f6\u5e8f\u5e76\u5c06\u6392\u5e8f\u540e\u7684\u5217\u8868\u5199\u56de<\/p>\n

\u5982\u679c –model free \u505c\u6b62\u5de5\u4f5c\uff0c\u8fd0\u884c\uff1a<\/p>\n

summarize refresh-free<\/p>\n

\u6807\u5fd7\uff1a<\/p>\n

–runs 2 \uff08\u9ed8\u8ba4\uff09\uff1a\u6bcf\u4e2a\u9009\u4e2d\u7684\u6a21\u578b\u989d\u5916\u8fd0\u884c\u6b21\u6570<\/p>\n

–smart 3 \uff08\u9ed8\u8ba4\uff09\uff1a\u4f18\u5148\u9009\u62e9\u667a\u80fd\u6a21\u578b\u7684\u6570\u91cf\uff08\u5176\u4f59\u7531\u6700\u5feb\u6a21\u578b\u586b\u5145\uff09<\/p>\n

–min-params 27b \uff08\u9ed8\u8ba4\uff09\uff1a\u5ffd\u7565\u63a8\u65ad\u53c2\u6570\u5c0f\u4e8e N \u5341\u4ebf\u7684\u6a21\u578b<\/p>\n

–max-age-days 180 \uff08\u9ed8\u8ba4\uff09\uff1a\u5ffd\u7565\u65e9\u4e8e N \u5929\u7684\u6a21\u578b\uff08\u8bbe\u4e3a 0 \u7981\u7528\uff09<\/p>\n

–set-default \uff1a\u540c\u65f6\u5c06 ~\/.summarize\/config.json \u4e2d\u7684 "model" \u8bbe\u7f6e\u4e3a "free"<\/p>\n

\u6a21\u578b\u9650\u5236<\/p>\n

CLI \u4f7f\u7528 LiteLLM \u6a21\u578b\u76ee\u5f55\u6765\u83b7\u53d6\u6a21\u578b\u9650\u5236\uff08\u5982\u6700\u5927\u8f93\u51fa\u4ee4\u724c\uff09\uff1a<\/p>\n

\u4ece\u4ee5\u4e0b\u5730\u5740\u4e0b\u8f7d\uff1a https:\/\/raw.githubusercontent.com\/BerriAI\/litellm\/main\/model_prices_and_context_window.json<\/p>\n

\u7f13\u5b58\u4f4d\u7f6e\uff1a ~\/.summarize\/cache\/<\/p>\n

\u5176\u4ed6\u6587\u6863<\/p>\n

CLI \u63d0\u4f9b\u5546\u548c\u914d\u7f6e<\/p>\n

\u81ea\u52a8\u6a21\u578b\u89c4\u5219<\/p>\n

\u7f51\u7ad9\u63d0\u53d6<\/p>\n

YouTube \u5904\u7406<\/p>\n

\u5a92\u4f53\u7ba1\u9053<\/p>\n

\u914d\u7f6e\u6a21\u5f0f\u548c\u4f18\u5148\u7ea7<\/p>\n

\u6545\u969c\u6392\u9664<\/p>\n

"Receiving end does not exist"\uff1aChrome \u5c1a\u672a\u6ce8\u5165\u5185\u5bb9\u811a\u672c\u3002\u6269\u5c55\u8be6\u60c5 -> \u7ad9\u70b9\u8bbf\u95ee -> \u5728\u6240\u6709\u7ad9\u70b9\u4e0a\uff08\u6216\u5141\u8bb8\u6b64\u57df\u540d\uff09\u3002\u91cd\u65b0\u52a0\u8f7d\u6807\u7b7e\u9875\u4e00\u6b21\u3002<\/p>\n

"Failed to fetch" \/ \u5b88\u62a4\u8fdb\u7a0b\u65e0\u6cd5\u8bbf\u95ee\uff1a<\/p>\n

summarize daemon status<\/p>\n

\u5bf9\u4e8e\u975e\u9ed8\u8ba4\u7aef\u53e3\uff0c\u786e\u8ba4 Options \u2192 Runtime \u2192 Daemon \u2192 Port \u4e0e\u5b88\u62a4\u8fdb\u7a0b\u914d\u7f6e\u4e00\u81f4\u3002<\/p>\n

\u65e5\u5fd7\uff1a ~\/.summarize\/logs\/daemon.err.log<\/p>\n

\u8bb8\u53ef\u8bc1\uff1aMIT<\/p>\n

\u8bd5\u8bd5\u8fd9\u6837\u505a<\/h2>\n