{"id":90768,"date":"2026-08-05T22:24:48","date_gmt":"2026-08-05T14:24:48","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/90768.html"},"modified":"2026-08-05T22:24:48","modified_gmt":"2026-08-05T14:24:48","slug":"%e4%b8%aa%e4%ba%ba-ai-%e5%8a%a9%e6%89%8b%e6%9e%b6%e6%9e%84%e5%85%a8%e6%8f%ad%e7%a7%98%ef%bc%9amonorepo-%e6%8f%92%e4%bb%b6%e7%b3%bb%e7%bb%9f-%e5%a4%9a%e9%80%9a%e9%81%93%e7%bd%91%e5%85%b3%e8%ae%be","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/90768.html","title":{"rendered":"\u4e2a\u4eba AI \u52a9\u624b\u67b6\u6784\u5168\u63ed\u79d8\uff1aMonorepo + \u63d2\u4ef6\u7cfb\u7edf + \u591a\u901a\u9053\u7f51\u5173\u8bbe\u8ba1\uff0c20 \u4e07\u884c\u4ee3\u7801\u5982\u4f55\u7ba1\u7406 6 \u4e2a IM \u5e73\u53f0\uff1f"},"content":{"rendered":"

\u4e0a\u4e00\u7bc7\u6587\u7ae0\u5e26\u5927\u5bb6\u4f53\u9a8c\u4e86\u4e00\u4e2a\u5f00\u6e90\u4e2a\u4eba AI \u52a9\u624b\u5e73\u53f0\u3002\u5f88\u591a\u4eba\u95ee：\u5b83\u5230\u5e95\u662f\u600e\u4e48\u8bbe\u8ba1\u7684？\u4e3a\u4ec0\u4e48\u80fd\u540c\u65f6\u63a5\u5fae\u4fe1\u3001\u4f01\u4e1a IM\u3001\u793e\u4ea4\u5e73\u53f0，\u8fd8\u80fd\u4fdd\u6301\u4ee3\u7801\u4e0d\u5931\u63a7？<\/p>\n

\u7b54\u6848\u85cf\u5728\u4e00\u4e2a\u4f18\u96c5\u7684\u67b6\u6784\u91cc\u2014\u2014\u4eca\u5929\u6211\u4eec\u6765\u62c6\u89e3\u5b83\u3002<\/p>\n

\n

\u4e00\u3001\u9879\u76ee\u6574\u4f53\u6982\u89c8<\/h3>\n

1.1 \u4ee3\u7801\u89c4\u6a21<\/h4>\n

src\/
\n\u251c\u2500\u2500 packages\/ # \u6240\u6709\u529f\u80fd\u5305
\n\u2502 \u251c\u2500\u2500 core\/ # \u6838\u5fc3\u5f15\u64ce
\n\u2502 \u251c\u2500\u2500 gateway\/ # \u6d88\u606f\u7f51\u5173
\n\u2502 \u251c\u2500\u2500 channels\/ # \u901a\u9053\u9002\u914d\u5668
\n\u2502 \u2502 \u251c\u2500\u2500 wechat\/
\n\u2502 \u2502 \u251c\u2500\u2500 dingtalk\/
\n\u2502 \u2502 \u251c\u2500\u2500 telegram\/
\n\u2502 \u2502 \u251c\u2500\u2500 slack\/
\n\u2502 \u2502 \u251c\u2500\u2500 email\/
\n\u2502 \u2502 \u2514\u2500\u2500 sms\/
\n\u2502 \u251c\u2500\u2500 ai\/ # AI \u5f15\u64ce
\n\u2502 \u251c\u2500\u2500 plugins\/ # \u63d2\u4ef6\u7cfb\u7edf
\n\u2502 \u251c\u2500\u2500 storage\/ # \u5b58\u50a8\u5c42
\n\u2502 \u251c\u2500\u2500 scheduler\/ # \u5b9a\u65f6\u4efb\u52a1
\n\u2502 \u2514\u2500\u2500 web\/ # \u7ba1\u7406\u540e\u53f0
\n\u251c\u2500\u2500 apps\/ # \u53ef\u90e8\u7f72\u7684\u5e94\u7528
\n\u2502 \u251c\u2500\u2500 server\/ # \u4e3b\u670d\u52a1
\n\u2502 \u2514\u2500\u2500 cli\/ # \u547d\u4ee4\u884c\u5de5\u5177
\n\u251c\u2500\u2500 config\/ # \u7edf\u4e00\u914d\u7f6e
\n\u251c\u2500\u2500 scripts\/ # \u6784\u5efa\/\u90e8\u7f72\u811a\u672c
\n\u2514\u2500\u2500 pnpm-workspace.yaml # Monorepo \u7ba1\u7406<\/p>\n

\u603b\u4ee3\u7801\u91cf\u7ea6 20 \u4e07\u884c TypeScript，65 \u4e2a npm \u5305\u901a\u8fc7 pnpm workspace \u8054\u52a8\u3002<\/p>\n

1.2 Monorepo \u8bbe\u8ba1\u601d\u8def<\/h4>\n

\u4e3a\u4ec0\u4e48\u9009 Monorepo \u800c\u4e0d\u662f\u591a\u4ed3\u5e93？<\/p>\n

\u591a\u4ed3\u5e93\u6a21\u5f0f：
\n gateway-repo \u2500\u2500\u2192 npm: @demo\/gateway@1.2.0
\n ai-repo \u2500\u2500\u2500\u2500\u2500\u2500\u2192 npm: @demo\/ai@0.9.0
\n wechat-repo \u2500\u2500\u2192 npm: @demo\/channel-wechat@0.5.0
\n …<\/p>\n

\u2500\u2500 \u95ee\u9898：\u6539\u4e00\u4e2a\u63a5\u53e3\u8981\u53d1 4 \u4e2a\u5305\u3001\u66f4\u65b0 4 \u4e2a\u4ed3\u5e93<\/p>\n

Monorepo \u6a21\u5f0f：
\n demo-ai-assistant\/
\n \u251c\u2500\u2500 packages\/gateway\/ \u2190\u2500\u2500 \u76f4\u63a5 import from "..\/ai"
\n \u251c\u2500\u2500 packages\/ai\/ \u2190\u2500\u2500 \u76f4\u63a5 import from "..\/core"
\n \u251c\u2500\u2500 packages\/channels\/
\n \u2514\u2500\u2500 packages\/core\/<\/p>\n

\u2500\u2500 \u6539\u4e00\u4e2a\u63a5\u53e3，\u6240\u6709\u5f15\u7528\u65b9\u540c\u65f6\u66f4\u65b0，\u4e00\u6b21 CI \u9a8c\u8bc1<\/p>\n

\n

\u4e8c\u3001\u6838\u5fc3\u67b6\u6784\u56fe<\/h3>\n

\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
\n\u2502 \u7ba1\u7406\u540e\u53f0 (Web UI) \u2502
\n\u2502 http:\/\/localhost:3000\/dashboard \u2502
\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518
\n \u2502 REST API
\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
\n\u2502 \u6838\u5fc3\u8c03\u5ea6\u5c42 (Core Engine) \u2502
\n\u2502 \u2502
\n\u2502 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u2502
\n\u2502 \u2502 MessageBus \u2502 \u2502 PluginMgr \u2502 \u2502 ScheduleMgr \u2502 \u2502
\n\u2502 \u2502 \u2502 \u2502 \u2502 \u2502 \u2502 \u2502
\n\u2502 \u2502 \u6d88\u606f\u8def\u7531\u5206\u53d1 \u2502 \u2502 \u63d2\u4ef6\u751f\u547d\u5468\u671f \u2502 \u2502 \u5b9a\u65f6\u4efb\u52a1 \u2502 \u2502
\n\u2502 \u2502 pub\/sub \u2502 \u2502 \u70ed\u52a0\u8f7d\/\u5378\u8f7d \u2502 \u2502 Cron \u8c03\u5ea6 \u2502 \u2502
\n\u2502 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2502
\n\u2502 \u2502 \u2502 \u2502 \u2502
\n\u2502 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u2502
\n\u2502 \u2502 Pipeline Engine \u2502 \u2502
\n\u2502 \u2502 \u2502 \u2502
\n\u2502 \u2502 Message \u2192 [PreProcess] \u2192 [Route] \u2192 [AI\/Plugin] \u2502 \u2502
\n\u2502 \u2502 \u2192 [PostProcess] \u2192 [Reply] \u2502 \u2502
\n\u2502 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2502
\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518
\n \u2502 \u2502 \u2502
\n \u250c\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2510
\n \u2502 Channels \u2502 \u2502 AI Engine \u2502 \u2502 Storage \u2502
\n \u2502 \u9002\u914d\u5c42 \u2502 \u2502 \u2502 \u2502 \u2502
\n \u2502 \u2502 \u2502 LLM \u8c03\u7528 \u2502 \u2502 SQLite\/ \u2502
\n \u2502 \u5fae\u4fe1 \u2502 \u2502 \u4e0a\u4e0b\u6587 \u2502 \u2502 Redis \u2502
\n \u2502 \u9489\u9489 \u2502 \u2502 RAG \u2502 \u2502 VectorDB \u2502
\n \u2502 Telegram \u2502 \u2502 \u591a\u6a21\u578b \u2502 \u2502 \u2502
\n \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n

\n

\u4e09\u3001\u6d88\u606f\u7f51\u5173\u2014\u2014\u591a\u901a\u9053\u7edf\u4e00\u63a5\u5165<\/h3>\n

\u8fd9\u662f\u6574\u4e2a\u5e73\u53f0\u6700\u7cbe\u5999\u7684\u90e8\u5206\u3002\u4e0d\u540c IM \u7684 SDK\/API \u5343\u5dee\u4e07\u522b，\u600e\u4e48\u628a\u5b83\u4eec\u62bd\u8c61\u6210\u7edf\u4e00\u63a5\u53e3？<\/p>\n

3.1 \u901a\u9053\u9002\u914d\u5668\u63a5\u53e3<\/h4>\n

\/\/ packages\/gateway\/src\/channel-adapter.ts<\/span><\/p>\n

\/**
\n * \u6240\u6709\u6d88\u606f\u901a\u9053\u5fc5\u987b\u5b9e\u73b0\u7684\u63a5\u53e3
\n * \u6bcf\u79cd IM \u5e73\u53f0\u53ea\u8981\u5b9e\u73b0\u8fd9\u4e2a\u63a5\u53e3，\u5c31\u80fd\u88ab\u7f51\u5173\u8bc6\u522b
\n *\/<\/span>
\nexport<\/span> interface<\/span> ChannelAdapter<\/span> {<\/span>
\n \/\/ === \u751f\u547d\u5468\u671f ===<\/span>
\n \/** \u901a\u9053\u540d\u79f0，\u5168\u5c40\u552f\u4e00 *\/<\/span>
\n readonly<\/span> name:<\/span> string<\/span>;<\/span><\/p>\n

\/** \u521d\u59cb\u5316（\u767b\u5f55\u3001\u5efa\u8fde） *\/<\/span>
\n connect<\/span>(<\/span>config:<\/span> ChannelConfig)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span>;<\/span><\/p>\n

\/** \u65ad\u5f00\u8fde\u63a5 *\/<\/span>
\n disconnect<\/span>(<\/span>)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span>;<\/span><\/p>\n

\/** \u662f\u5426\u5728\u7ebf *\/<\/span>
\n isOnline<\/span>(<\/span>)<\/span>:<\/span> boolean<\/span>;<\/span><\/p>\n

\/\/ === \u6d88\u606f\u6536\u53d1 ===<\/span>
\n \/** \u53d1\u9001\u6d88\u606f（\u7edf\u4e00\u51fa\u5165\u53e3） *\/<\/span>
\n send<\/span>(<\/span>target:<\/span> MessageTarget,<\/span> content:<\/span> MessageContent)<\/span>:<\/span> Promise<\/span><<\/span>SendResult><\/span>;<\/span><\/p>\n

\/** \u63a5\u6536\u6d88\u606f\u7684\u56de\u8c03\u6ce8\u518c *\/<\/span>
\n onMessage<\/span>(<\/span>handler:<\/span> MessageHandler)<\/span>:<\/span> void<\/span>;<\/span><\/p>\n

\/\/ === \u901a\u9053\u7279\u6709 ===<\/span>
\n \/** \u901a\u9053\u652f\u6301\u7684\u6d88\u606f\u7c7b\u578b *\/<\/span>
\n supportedTypes<\/span>(<\/span>)<\/span>:<\/span> MessageType[<\/span>]<\/span>;<\/span><\/p>\n

\/** \u901a\u9053\u5143\u4fe1\u606f *\/<\/span>
\n getMetadata<\/span>(<\/span>)<\/span>:<\/span> ChannelMetadata;<\/span>
\n}<\/span><\/p>\n

3.2 \u5fae\u4fe1\u901a\u9053\u5b9e\u73b0<\/h4>\n

\/\/ packages\/channels\/wechat\/src\/wechat-adapter.ts<\/span>
\nimport<\/span> type<\/span> {<\/span> ChannelAdapter,<\/span> Message,<\/span> MessageHandler }<\/span> from<\/span> '@demo\/gateway'<\/span>;<\/span><\/p>\n

export<\/span> class<\/span> WeChatAdapter<\/span> implements<\/span> ChannelAdapter<\/span> {<\/span>
\n readonly<\/span> name =<\/span> 'wechat'<\/span>;<\/span>
\n private<\/span> bot:<\/span> WeChatBot |<\/span> null<\/span> =<\/span> null<\/span>;<\/span>
\n private<\/span> messageHandlers:<\/span> MessageHandler[<\/span>]<\/span> =<\/span> [<\/span>]<\/span>;<\/span><\/p>\n

async<\/span> connect<\/span>(<\/span>config:<\/span> WeChatConfig)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span> {<\/span>
\n \/\/ WeChat Bot SDK \u521d\u59cb\u5316<\/span>
\n this<\/span>.<\/span>bot =<\/span> new<\/span> WeChatBot<\/span>(<\/span>{<\/span>
\n name:<\/span> config.<\/span>botName ||<\/span> 'demo-bot'<\/span>,<\/span>
\n \/\/ \u626b\u7801\u767b\u5f55<\/span>
\n onLogin<\/span>:<\/span> (<\/span>user)<\/span> =><\/span> {<\/span>
\n console<\/span>.<\/span>log<\/span>(<\/span>`<\/span>\u5fae\u4fe1\u767b\u5f55\u6210\u529f: <\/span>${<\/span>user.<\/span>name<\/span>(<\/span>)<\/span>}<\/span><\/span>`<\/span><\/span>)<\/span>;<\/span>
\n }<\/span>,<\/span>
\n \/\/ \u63a5\u6536\u6d88\u606f\u7684\u7edf\u4e00\u5165\u53e3<\/span>
\n onMessage<\/span>:<\/span> async<\/span> (<\/span>rawMsg:<\/span> WeChatMessage)<\/span> =><\/span> {<\/span>
\n await<\/span> this<\/span>.<\/span>handleIncomingMessage<\/span>(<\/span>rawMsg)<\/span>;<\/span>
\n }<\/span>
\n }<\/span>)<\/span>;<\/span><\/p>\n

await<\/span> this<\/span>.<\/span>bot.<\/span>start<\/span>(<\/span>)<\/span>;<\/span>
\n }<\/span><\/p>\n

async<\/span> disconnect<\/span>(<\/span>)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span> {<\/span>
\n if<\/span> (<\/span>this<\/span>.<\/span>bot)<\/span> {<\/span>
\n await<\/span> this<\/span>.<\/span>bot.<\/span>logout<\/span>(<\/span>)<\/span>;<\/span>
\n this<\/span>.<\/span>bot =<\/span> null<\/span>;<\/span>
\n }<\/span>
\n }<\/span><\/p>\n

isOnline<\/span>(<\/span>)<\/span>:<\/span> boolean<\/span> {<\/span>
\n return<\/span> this<\/span>.<\/span>bot?.<\/span>isLoggedIn ??<\/span> false<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ \u6838\u5fc3\u65b9\u6cd5：\u539f\u59cb\u6d88\u606f \u2192 \u7edf\u4e00\u683c\u5f0f<\/span>
\n private<\/span> async<\/span> handleIncomingMessage<\/span>(<\/span>rawMsg:<\/span> WeChatMessage)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span> {<\/span>
\n \/\/ \u683c\u5f0f\u5316\u2014\u2014\u5c06\u5fae\u4fe1\u6d88\u606f\u8f6c\u6210\u5185\u90e8\u6807\u51c6\u683c\u5f0f<\/span>
\n const<\/span> message:<\/span> StandardMessage =<\/span> {<\/span>
\n id:<\/span> rawMsg.<\/span>id,<\/span>
\n channel:<\/span> 'wechat'<\/span>,<\/span>
\n type:<\/span> this<\/span>.<\/span>mapMessageType<\/span>(<\/span>rawMsg.<\/span>type<\/span>(<\/span>)<\/span>)<\/span>,<\/span>
\n from:<\/span> {<\/span>
\n id:<\/span> rawMsg.<\/span>talker<\/span>(<\/span>)<\/span>.<\/span>id,<\/span>
\n name:<\/span> rawMsg.<\/span>talker<\/span>(<\/span>)<\/span>.<\/span>name<\/span>(<\/span>)<\/span>,<\/span>
\n type:<\/span> rawMsg.<\/span>room<\/span>(<\/span>)<\/span> ?<\/span> 'group'<\/span> :<\/span> 'individual'<\/span>,<\/span>
\n }<\/span>,<\/span>
\n room:<\/span> rawMsg.<\/span>room<\/span>(<\/span>)<\/span> ?<\/span> {<\/span>
\n id:<\/span> rawMsg.<\/span>room<\/span>(<\/span>)<\/span>.<\/span>id,<\/span>
\n topic:<\/span> await<\/span> rawMsg.<\/span>room<\/span>(<\/span>)<\/span>.<\/span>topic<\/span>(<\/span>)<\/span>,<\/span>
\n }<\/span> :<\/span> undefined<\/span>,<\/span>
\n content:<\/span> {<\/span>
\n text:<\/span> rawMsg.<\/span>text<\/span>(<\/span>)<\/span>,<\/span>
\n \/\/ \u5982\u679c\u6709\u5f15\u7528\u56de\u590d<\/span>
\n quote:<\/span> rawMsg.<\/span>quotedText<\/span>(<\/span>)<\/span> ??<\/span> undefined<\/span>,<\/span>
\n }<\/span>,<\/span>
\n timestamp:<\/span> rawMsg.<\/span>date<\/span>(<\/span>)<\/span>,<\/span>
\n raw:<\/span> rawMsg,<\/span> \/\/ \u4fdd\u7559\u539f\u59cb\u5f15\u7528，\u4f9b\u9ad8\u7ea7\u63d2\u4ef6\u4f7f\u7528<\/span>
\n }<\/span>;<\/span><\/p>\n

\/\/ \u5206\u53d1\u7ed9\u6240\u6709\u6ce8\u518c\u7684\u6d88\u606f\u5904\u7406\u5668<\/span>
\n for<\/span> (<\/span>const<\/span> handler of<\/span> this<\/span>.<\/span>messageHandlers)<\/span> {<\/span>
\n await<\/span> handler<\/span>(<\/span>message)<\/span>;<\/span>
\n }<\/span>
\n }<\/span><\/p>\n

async<\/span> send<\/span>(<\/span>target:<\/span> MessageTarget,<\/span> content:<\/span> MessageContent)<\/span>:<\/span> Promise<\/span><<\/span>SendResult><\/span> {<\/span>
\n if<\/span> (<\/span>!<\/span>this<\/span>.<\/span>bot)<\/span> throw<\/span> new<\/span> Error<\/span>(<\/span>'\u5fae\u4fe1\u901a\u9053\u672a\u8fde\u63a5'<\/span>)<\/span>;<\/span><\/p>\n

let<\/span> contact;<\/span>
\n if<\/span> (<\/span>target.<\/span>type ===<\/span> 'individual'<\/span>)<\/span> {<\/span>
\n contact =<\/span> this<\/span>.<\/span>bot.<\/span>Contact.<\/span>find<\/span>(<\/span>{<\/span> id:<\/span> target.<\/span>id }<\/span>)<\/span>;<\/span>
\n }<\/span> else<\/span> {<\/span>
\n contact =<\/span> this<\/span>.<\/span>bot.<\/span>Room.<\/span>find<\/span>(<\/span>{<\/span> id:<\/span> target.<\/span>id }<\/span>)<\/span>;<\/span>
\n }<\/span><\/p>\n

if<\/span> (<\/span>!<\/span>contact)<\/span> throw<\/span> new<\/span> Error<\/span>(<\/span>`<\/span>\u76ee\u6807\u672a\u627e\u5230: <\/span>${<\/span>target.<\/span>id}<\/span><\/span>`<\/span><\/span>)<\/span>;<\/span><\/p>\n

\/\/ \u6839\u636e\u5185\u5bb9\u7c7b\u578b\u53d1\u9001<\/span>
\n if<\/span> (<\/span>content.<\/span>type ===<\/span> 'text'<\/span>)<\/span> {<\/span>
\n await<\/span> contact.<\/span>say<\/span>(<\/span>content.<\/span>text)<\/span>;<\/span>
\n }<\/span> else<\/span> if<\/span> (<\/span>content.<\/span>type ===<\/span> 'image'<\/span>)<\/span> {<\/span>
\n \/\/ \u5fae\u4fe1\u7aef\u56fe\u7247\u5904\u7406<\/span>
\n const<\/span> fileBox =<\/span> FileBox.<\/span>fromUrl<\/span>(<\/span>content.<\/span>url!<\/span>)<\/span>;<\/span>
\n await<\/span> contact.<\/span>say<\/span>(<\/span>fileBox)<\/span>;<\/span>
\n }<\/span><\/p>\n

return<\/span> {<\/span> success:<\/span> true<\/span>,<\/span> timestamp:<\/span> Date.<\/span>now<\/span>(<\/span>)<\/span> }<\/span>;<\/span>
\n }<\/span><\/p>\n

onMessage<\/span>(<\/span>handler:<\/span> MessageHandler)<\/span>:<\/span> void<\/span> {<\/span>
\n this<\/span>.<\/span>messageHandlers.<\/span>push<\/span>(<\/span>handler)<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ \u6d88\u606f\u7c7b\u578b\u6620\u5c04\u2014\u2014\u5fae\u4fe1\u7279\u6709\u7c7b\u578b \u2192 \u6807\u51c6\u7c7b\u578b<\/span>
\n private<\/span> mapMessageType<\/span>(<\/span>wechatType:<\/span> number<\/span>)<\/span>:<\/span> MessageType {<\/span>
\n const<\/span> typeMap:<\/span> Record<<\/span>number<\/span>,<\/span> MessageType><\/span> =<\/span> {<\/span>
\n 7<\/span>:<\/span> 'text'<\/span>,<\/span> \/\/ \u6587\u672c<\/span>
\n 3<\/span>:<\/span> 'image'<\/span>,<\/span> \/\/ \u56fe\u7247<\/span>
\n 6<\/span>:<\/span> 'file'<\/span>,<\/span> \/\/ \u6587\u4ef6<\/span>
\n 0<\/span>:<\/span> 'unknown'<\/span>,<\/span>
\n }<\/span>;<\/span>
\n return<\/span> typeMap[<\/span>wechatType]<\/span> ??<\/span> 'unknown'<\/span>;<\/span>
\n }<\/span><\/p>\n

supportedTypes<\/span>(<\/span>)<\/span>:<\/span> MessageType[<\/span>]<\/span> {<\/span>
\n return<\/span> [<\/span>'text'<\/span>,<\/span> 'image'<\/span>,<\/span> 'file'<\/span>,<\/span> 'unknown'<\/span>]<\/span>;<\/span>
\n }<\/span><\/p>\n

getMetadata<\/span>(<\/span>)<\/span>:<\/span> ChannelMetadata {<\/span>
\n return<\/span> {<\/span>
\n name:<\/span> this<\/span>.<\/span>name,<\/span>
\n displayName:<\/span> '\u5fae\u4fe1'<\/span>,<\/span>
\n version:<\/span> '1.0.0'<\/span>,<\/span>
\n capabilities:<\/span> [<\/span>'text'<\/span>,<\/span> 'image'<\/span>,<\/span> 'file'<\/span>,<\/span> 'group'<\/span>,<\/span> 'at'<\/span>]<\/span>,<\/span>
\n }<\/span>;<\/span>
\n }<\/span>
\n}<\/span><\/p>\n

\n

\u56db\u3001\u6838\u5fc3\u7ba1\u9053\u5f15\u64ce\u2014\u2014\u6d88\u606f\u5904\u7406\u6d41\u6c34\u7ebf<\/h3>\n

4.1 \u7ba1\u9053\u6a21\u5f0f<\/h4>\n

\u6d88\u606f\u8fdb\u5165 \u2192 [\u9884\u5904\u7406\u5668\u94fe] \u2192 [\u8def\u7531\u51b3\u7b56] \u2192 [AI\/\u63d2\u4ef6\u5904\u7406] \u2192 [\u540e\u5904\u7406\u5668\u94fe] \u2192 \u56de\u590d
\n \u2502 \u2502 \u2502 \u2502
\n \u8fc7\u6ee4\u5783\u573e\u6d88\u606f \u5224\u65ad\u662f\u5426\u8981\u56de\u590d \u751f\u6210\u56de\u590d\u5185\u5bb9 \u683c\u5f0f\u5316\u56de\u590d
\n \u53bb\u91cd \u9009\u62e9\u5904\u7406\u5668 \u8c03\u7528\u6a21\u578b \u53d1\u7ed9\u76ee\u6807\u901a\u9053
\n \u5b89\u5168\u68c0\u6d4b<\/p>\n

4.2 \u7ba1\u9053\u5b9e\u73b0<\/h4>\n

\/\/ packages\/core\/src\/pipeline\/pipeline-engine.ts<\/span><\/p>\n

export<\/span> interface<\/span> PipelineStage<\/span> {<\/span>
\n name:<\/span> string<\/span>;<\/span>
\n process<\/span>(<\/span>ctx:<\/span> PipelineContext)<\/span>:<\/span> Promise<\/span><<\/span>PipelineContext><\/span>;<\/span>
\n}<\/span><\/p>\n

export<\/span> class<\/span> PipelineEngine<\/span> {<\/span>
\n private<\/span> stages:<\/span> PipelineStage[<\/span>]<\/span> =<\/span> [<\/span>]<\/span>;<\/span><\/p>\n

constructor<\/span>(<\/span>)<\/span> {<\/span>
\n \/\/ \u6ce8\u518c\u5185\u7f6e\u5904\u7406\u9636\u6bb5<\/span>
\n this<\/span>.<\/span>stages =<\/span> [<\/span>
\n new<\/span> PreProcessStage<\/span>(<\/span>)<\/span>,<\/span> \/\/ \u9884\u5904\u7406<\/span>
\n new<\/span> RouteStage<\/span>(<\/span>)<\/span>,<\/span> \/\/ \u8def\u7531<\/span>
\n new<\/span> AIPluginStage<\/span>(<\/span>)<\/span>,<\/span> \/\/ AI\/\u63d2\u4ef6<\/span>
\n new<\/span> PostProcessStage<\/span>(<\/span>)<\/span>,<\/span> \/\/ \u540e\u5904\u7406<\/span>
\n new<\/span> ReplyStage<\/span>(<\/span>)<\/span>,<\/span> \/\/ \u53d1\u9001\u56de\u590d<\/span>
\n ]<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ \u63d2\u4ef6\u53ef\u4ee5\u6ce8\u5165\u81ea\u5b9a\u4e49\u9636\u6bb5<\/span>
\n addStage<\/span>(<\/span>stage:<\/span> PipelineStage,<\/span> before?<\/span>:<\/span> string<\/span>)<\/span>:<\/span> void<\/span> {<\/span>
\n const<\/span> index =<\/span> before
\n ?<\/span> this<\/span>.<\/span>stages.<\/span>findIndex<\/span>(<\/span>s =><\/span> s.<\/span>name ===<\/span> before)<\/span>
\n :<\/span> this<\/span>.<\/span>stages.<\/span>length;<\/span>
\n this<\/span>.<\/span>stages.<\/span>splice<\/span>(<\/span>index,<\/span> 0<\/span>,<\/span> stage)<\/span>;<\/span>
\n }<\/span><\/p>\n

async<\/span> execute<\/span>(<\/span>message:<\/span> StandardMessage)<\/span>:<\/span> Promise<\/span><<\/span>ReplyResult><\/span> {<\/span>
\n let<\/span> ctx:<\/span> PipelineContext =<\/span> {<\/span>
\n message,<\/span>
\n metadata:<\/span> {<\/span>}<\/span>,<\/span>
\n decisions:<\/span> [<\/span>]<\/span>,<\/span>
\n reply:<\/span> null<\/span>,<\/span>
\n errors:<\/span> [<\/span>]<\/span>,<\/span>
\n }<\/span>;<\/span><\/p>\n

for<\/span> (<\/span>const<\/span> stage of<\/span> this<\/span>.<\/span>stages)<\/span> {<\/span>
\n try<\/span> {<\/span>
\n const<\/span> startTime =<\/span> Date.<\/span>now<\/span>(<\/span>)<\/span>;<\/span>
\n ctx =<\/span> await<\/span> stage.<\/span>process<\/span>(<\/span>ctx)<\/span>;<\/span><\/p>\n

\/\/ \u5982\u679c\u67d0\u4e2a\u9636\u6bb5\u51b3\u5b9a\u7ec8\u6b62\u7ba1\u9053（\u5982\u547d\u4e2d\u9ed1\u540d\u5355）<\/span>
\n if<\/span> (<\/span>ctx.<\/span>terminated)<\/span> {<\/span>
\n break<\/span>;<\/span>
\n }<\/span><\/p>\n

ctx.<\/span>metadata[<\/span>`<\/span>${<\/span>stage.<\/span>name}<\/span><\/span>_duration<\/span>`<\/span><\/span>]<\/span> =<\/span> Date.<\/span>now<\/span>(<\/span>)<\/span> –<\/span> startTime;<\/span>
\n }<\/span> catch<\/span> (<\/span>error)<\/span> {<\/span>
\n ctx.<\/span>errors.<\/span>push<\/span>(<\/span>{<\/span>
\n stage:<\/span> stage.<\/span>name,<\/span>
\n error:<\/span> error.<\/span>message,<\/span>
\n }<\/span>)<\/span>;<\/span>
\n \/\/ \u4e0d\u7ec8\u6b62，\u7ee7\u7eed\u5904\u7406<\/span>
\n }<\/span>
\n }<\/span><\/p>\n

return<\/span> {<\/span>
\n replied:<\/span> ctx.<\/span>reply !==<\/span> null<\/span>,<\/span>
\n reply:<\/span> ctx.<\/span>reply,<\/span>
\n pipelineLog:<\/span> ctx.<\/span>metadata,<\/span>
\n errors:<\/span> ctx.<\/span>errors,<\/span>
\n }<\/span>;<\/span>
\n }<\/span>
\n}<\/span><\/p>\n

4.3 \u8def\u7531\u9636\u6bb5\u2014\u2014\u51b3\u5b9a\u8c01\u5904\u7406<\/h4>\n

\/\/ packages\/core\/src\/pipeline\/route-stage.ts<\/span><\/p>\n

export<\/span> class<\/span> RouteStage<\/span> implements<\/span> PipelineStage<\/span> {<\/span>
\n name =<\/span> 'route'<\/span>;<\/span><\/p>\n

constructor<\/span>(<\/span>
\n private<\/span> pluginManager:<\/span> PluginManager,<\/span>
\n private<\/span> aiEngine:<\/span> AIEngine,<\/span>
\n private<\/span> config:<\/span> PipelineConfig
\n )<\/span> {<\/span>}<\/span><\/p>\n

async<\/span> process<\/span>(<\/span>ctx:<\/span> PipelineContext)<\/span>:<\/span> Promise<\/span><<\/span>PipelineContext><\/span> {<\/span>
\n const<\/span> {<\/span> message }<\/span> =<\/span> ctx;<\/span><\/p>\n

\/\/ === \u89c4\u5219 1：\u68c0\u67e5\u662f\u5426\u9700\u8981\u56de\u590d ===<\/span>
\n \/\/ \u7fa4\u804a\u4e2d\u53ea\u6709\u88ab @ \u6216\u5305\u542b\u5173\u952e\u8bcd\u624d\u56de\u590d<\/span>
\n if<\/span> (<\/span>message.<\/span>from.<\/span>type ===<\/span> 'group'<\/span>)<\/span> {<\/span>
\n const<\/span> mentioned =<\/span> message.<\/span>raw.<\/span>mentionedSelf?.<\/span>(<\/span>)<\/span> ??<\/span> false<\/span>;<\/span>
\n const<\/span> hasKeyword =<\/span> this<\/span>.<\/span>config.<\/span>listenKeywords.<\/span>some<\/span>(<\/span>
\n kw =><\/span> message.<\/span>content.<\/span>text?.<\/span>includes<\/span>(<\/span>kw)<\/span>
\n )<\/span>;<\/span><\/p>\n

if<\/span> (<\/span>!<\/span>mentioned &&<\/span> !<\/span>hasKeyword)<\/span> {<\/span>
\n ctx.<\/span>terminated =<\/span> true<\/span>;<\/span>
\n return<\/span> ctx;<\/span>
\n }<\/span>
\n }<\/span><\/p>\n

\/\/ === \u89c4\u5219 2：\u68c0\u67e5\u9ed1\u540d\u5355 ===<\/span>
\n if<\/span> (<\/span>this<\/span>.<\/span>config.<\/span>blacklist?.<\/span>users?.<\/span>includes<\/span>(<\/span>message.<\/span>from.<\/span>id)<\/span>)<\/span> {<\/span>
\n ctx.<\/span>terminated =<\/span> true<\/span>;<\/span>
\n return<\/span> ctx;<\/span>
\n }<\/span><\/p>\n

\/\/ === \u89c4\u5219 3：\u63d2\u4ef6\u5339\u914d\u4f18\u5148 ===<\/span>
\n \/\/ \u5148\u904d\u5386\u63d2\u4ef6，\u770b\u662f\u5426\u6709\u5339\u914d\u7684\u89e6\u53d1\u5668<\/span>
\n for<\/span> (<\/span>const<\/span> plugin of<\/span> this<\/span>.<\/span>pluginManager.<\/span>getActivePlugins<\/span>(<\/span>)<\/span>)<\/span> {<\/span>
\n if<\/span> (<\/span>plugin.<\/span>triggers?.<\/span>some<\/span>(<\/span>trigger =><\/span> {<\/span>
\n if<\/span> (<\/span>trigger instanceof<\/span> RegExp<\/span>)<\/span> {<\/span>
\n return<\/span> trigger.<\/span>test<\/span>(<\/span>message.<\/span>content.<\/span>text ??<\/span> ''<\/span>)<\/span>;<\/span>
\n }<\/span>
\n return<\/span> message.<\/span>content.<\/span>text?.<\/span>includes<\/span>(<\/span>trigger)<\/span>;<\/span>
\n }<\/span>)<\/span>)<\/span> {<\/span>
\n ctx.<\/span>decisions.<\/span>push<\/span>(<\/span>{<\/span>
\n handler:<\/span> 'plugin'<\/span>,<\/span>
\n handlerName:<\/span> plugin.<\/span>name,<\/span>
\n priority:<\/span> plugin.<\/span>priority ??<\/span> 50<\/span>,<\/span>
\n }<\/span>)<\/span>;<\/span>
\n }<\/span>
\n }<\/span><\/p>\n

\/\/ === \u89c4\u5219 4：\u77e5\u8bc6\u5e93\u5339\u914d ===<\/span>
\n if<\/span> (<\/span>ctx.<\/span>config.<\/span>enableKnowledge)<\/span> {<\/span>
\n const<\/span> knowledgeMatch =<\/span> await<\/span> this<\/span>.<\/span>aiEngine.<\/span>searchKnowledge<\/span>(<\/span>message)<\/span>;<\/span>
\n if<\/span> (<\/span>knowledgeMatch &&<\/span> knowledgeMatch.<\/span>score ><\/span> 0.7<\/span>)<\/span> {<\/span>
\n ctx.<\/span>decisions.<\/span>push<\/span>(<\/span>{<\/span>
\n handler:<\/span> 'knowledge'<\/span>,<\/span>
\n handlerName:<\/span> knowledgeMatch.<\/span>source,<\/span>
\n priority:<\/span> 40<\/span>,<\/span>
\n data:<\/span> knowledgeMatch,<\/span>
\n }<\/span>)<\/span>;<\/span>
\n }<\/span>
\n }<\/span><\/p>\n

\/\/ === \u89c4\u5219 5：\u515c\u5e95\u7ed9 AI ===<\/span>
\n if<\/span> (<\/span>ctx.<\/span>config.<\/span>enableAI)<\/span> {<\/span>
\n ctx.<\/span>decisions.<\/span>push<\/span>(<\/span>{<\/span>
\n handler:<\/span> 'ai'<\/span>,<\/span>
\n handlerName:<\/span> 'default-ai'<\/span>,<\/span>
\n priority:<\/span> 10<\/span>,<\/span>
\n }<\/span>)<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ === \u6309\u4f18\u5148\u7ea7\u6392\u5e8f，\u9009\u6700\u9ad8\u7684 ===<\/span>
\n ctx.<\/span>decisions.<\/span>sort<\/span>(<\/span>(<\/span>a,<\/span> b)<\/span> =><\/span> b.<\/span>priority –<\/span> a.<\/span>priority)<\/span>;<\/span>
\n ctx.<\/span>metadata.<\/span>selectedHandler =<\/span> ctx.<\/span>decisions[<\/span>0<\/span>]<\/span>;<\/span><\/p>\n

return<\/span> ctx;<\/span>
\n }<\/span>
\n}<\/span><\/p>\n

\n

\u4e94\u3001\u63d2\u4ef6\u7cfb\u7edf\u2014\u2014\u70ed\u63d2\u62d4\u67b6\u6784<\/h3>\n

5.1 \u63d2\u4ef6\u63a5\u53e3\u8bbe\u8ba1<\/h4>\n

\/\/ packages\/plugins\/src\/plugin-types.ts<\/span><\/p>\n

export<\/span> interface<\/span> Plugin<\/span> {<\/span>
\n \/** \u552f\u4e00\u6807\u8bc6 *\/<\/span>
\n name:<\/span> string<\/span>;<\/span><\/p>\n

\/** \u663e\u793a\u540d\u79f0 *\/<\/span>
\n displayName:<\/span> string<\/span>;<\/span><\/p>\n

\/** \u7248\u672c *\/<\/span>
\n version:<\/span> string<\/span>;<\/span><\/p>\n

\/** \u63cf\u8ff0 *\/<\/span>
\n description?<\/span>:<\/span> string<\/span>;<\/span><\/p>\n

\/** \u89e6\u53d1\u6761\u4ef6\u2014\u2014\u6b63\u5219\u6216\u5b57\u7b26\u4e32 *\/<\/span>
\n triggers?<\/span>:<\/span> (<\/span>string<\/span> |<\/span> RegExp)<\/span>[<\/span>]<\/span>;<\/span><\/p>\n

\/** \u4f18\u5148\u7ea7，\u8d8a\u9ad8\u8d8a\u5148\u5339\u914d *\/<\/span>
\n priority?<\/span>:<\/span> number<\/span>;<\/span><\/p>\n

\/** \u9700\u8981\u7684\u914d\u7f6e\u9879 *\/<\/span>
\n schema?<\/span>:<\/span> PluginSchema;<\/span><\/p>\n

\/** \u521d\u59cb\u5316 *\/<\/span>
\n init?<\/span>(<\/span>config:<\/span> PluginConfig)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span>;<\/span><\/p>\n

\/** \u6838\u5fc3\u6267\u884c *\/<\/span>
\n execute<\/span>(<\/span>message:<\/span> StandardMessage,<\/span> context:<\/span> PluginContext)<\/span>:<\/span> Promise<\/span><<\/span>PluginResult><\/span>;<\/span><\/p>\n

\/** \u9500\u6bc1 *\/<\/span>
\n destroy?<\/span>(<\/span>)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span>;<\/span>
\n}<\/span><\/p>\n

export<\/span> interface<\/span> PluginContext<\/span> {<\/span>
\n \/** \u5f53\u524d\u6d88\u606f *\/<\/span>
\n message:<\/span> StandardMessage;<\/span><\/p>\n

\/** \u5bf9\u8bdd\u5386\u53f2 *\/<\/span>
\n history:<\/span> Message[<\/span>]<\/span>;<\/span><\/p>\n

\/** \u7528\u6237\u753b\u50cf *\/<\/span>
\n userProfile?<\/span>:<\/span> UserProfile;<\/span><\/p>\n

\/** \u5168\u5c40\u5b58\u50a8（\u8de8\u8bf7\u6c42） *\/<\/span>
\n storage:<\/span> PluginStorage;<\/span><\/p>\n

\/** \u8c03\u7528 AI \u5f15\u64ce *\/<\/span>
\n callAI<\/span>(<\/span>prompt:<\/span> string<\/span>,<\/span> options?<\/span>:<\/span> AIOptions)<\/span>:<\/span> Promise<\/span><<\/span>string<\/span>><\/span>;<\/span><\/p>\n

\/** \u4e0a\u4e00\u6761\u63d2\u4ef6\u7ed3\u679c（\u94fe\u5f0f\u8c03\u7528） *\/<\/span>
\n previousResult?<\/span>:<\/span> PluginResult;<\/span>
\n}<\/span><\/p>\n

5.2 \u63d2\u4ef6\u7ba1\u7406\u5668<\/h4>\n

\/\/ packages\/plugins\/src\/plugin-manager.ts<\/span><\/p>\n

export<\/span> class<\/span> PluginManager<\/span> {<\/span>
\n private<\/span> plugins:<\/span> Map<<\/span>string<\/span>,<\/span> Plugin><\/span> =<\/span> new<\/span> Map<\/span>(<\/span>)<\/span>;<\/span>
\n private<\/span> activeState:<\/span> Map<<\/span>string<\/span>,<\/span> boolean<\/span>><\/span> =<\/span> new<\/span> Map<\/span>(<\/span>)<\/span>;<\/span>
\n private<\/span> eventBus:<\/span> EventBus;<\/span><\/p>\n

\/\/ \u6ce8\u518c\u63d2\u4ef6<\/span>
\n async<\/span> register<\/span>(<\/span>plugin:<\/span> Plugin)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span> {<\/span>
\n if<\/span> (<\/span>this<\/span>.<\/span>plugins.<\/span>has<\/span>(<\/span>plugin.<\/span>name)<\/span>)<\/span> {<\/span>
\n throw<\/span> new<\/span> Error<\/span>(<\/span>`<\/span>\u63d2\u4ef6 <\/span>${<\/span>plugin.<\/span>name}<\/span><\/span> \u5df2\u5b58\u5728<\/span>`<\/span><\/span>)<\/span>;<\/span>
\n }<\/span><\/p>\n

this<\/span>.<\/span>plugins.<\/span>set<\/span>(<\/span>plugin.<\/span>name,<\/span> plugin)<\/span>;<\/span>
\n this<\/span>.<\/span>activeState.<\/span>set<\/span>(<\/span>plugin.<\/span>name,<\/span> false<\/span>)<\/span>;<\/span><\/p>\n

this<\/span>.<\/span>eventBus.<\/span>emit<\/span>(<\/span>'plugin:registered'<\/span>,<\/span> {<\/span> name:<\/span> plugin.<\/span>name }<\/span>)<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ \u542f\u7528\u63d2\u4ef6（\u70ed\u52a0\u8f7d）<\/span>
\n async<\/span> enable<\/span>(<\/span>name:<\/span> string<\/span>,<\/span> config?<\/span>:<\/span> PluginConfig)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span> {<\/span>
\n const<\/span> plugin =<\/span> this<\/span>.<\/span>plugins.<\/span>get<\/span>(<\/span>name)<\/span>;<\/span>
\n if<\/span> (<\/span>!<\/span>plugin)<\/span> throw<\/span> new<\/span> Error<\/span>(<\/span>`<\/span>\u63d2\u4ef6 <\/span>${<\/span>name}<\/span><\/span> \u672a\u6ce8\u518c<\/span>`<\/span><\/span>)<\/span>;<\/span><\/p>\n

await<\/span> plugin.<\/span>init?.<\/span>(<\/span>config ??<\/span> {<\/span>}<\/span>)<\/span>;<\/span>
\n this<\/span>.<\/span>activeState.<\/span>set<\/span>(<\/span>name,<\/span> true<\/span>)<\/span>;<\/span><\/p>\n

this<\/span>.<\/span>eventBus.<\/span>emit<\/span>(<\/span>'plugin:enabled'<\/span>,<\/span> {<\/span> name }<\/span>)<\/span>;<\/span>
\n console<\/span>.<\/span>log<\/span>(<\/span>`<\/span>\u2705 \u63d2\u4ef6\u5df2\u542f\u7528: <\/span>${<\/span>name}<\/span><\/span>`<\/span><\/span>)<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ \u7981\u7528\u63d2\u4ef6（\u70ed\u5378\u8f7d）<\/span>
\n async<\/span> disable<\/span>(<\/span>name:<\/span> string<\/span>)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span> {<\/span>
\n const<\/span> plugin =<\/span> this<\/span>.<\/span>plugins.<\/span>get<\/span>(<\/span>name)<\/span>;<\/span>
\n if<\/span> (<\/span>!<\/span>plugin)<\/span> return<\/span>;<\/span><\/p>\n

await<\/span> plugin.<\/span>destroy?.<\/span>(<\/span>)<\/span>;<\/span>
\n this<\/span>.<\/span>activeState.<\/span>set<\/span>(<\/span>name,<\/span> false<\/span>)<\/span>;<\/span><\/p>\n

this<\/span>.<\/span>eventBus.<\/span>emit<\/span>(<\/span>'plugin:disabled'<\/span>,<\/span> {<\/span> name }<\/span>)<\/span>;<\/span>
\n console<\/span>.<\/span>log<\/span>(<\/span>`<\/span>\u23f8\ufe0f \u63d2\u4ef6\u5df2\u7981\u7528: <\/span>${<\/span>name}<\/span><\/span>`<\/span><\/span>)<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ \u83b7\u53d6\u6240\u6709\u6fc0\u6d3b\u7684\u63d2\u4ef6（\u6309\u4f18\u5148\u7ea7\u6392\u5e8f）<\/span>
\n getActivePlugins<\/span>(<\/span>)<\/span>:<\/span> Plugin[<\/span>]<\/span> {<\/span>
\n return<\/span> Array<\/span>.<\/span>from<\/span>(<\/span>this<\/span>.<\/span>plugins.<\/span>values<\/span>(<\/span>)<\/span>)<\/span>
\n .<\/span>filter<\/span>(<\/span>p =><\/span> this<\/span>.<\/span>activeState.<\/span>get<\/span>(<\/span>p.<\/span>name)<\/span>)<\/span>
\n .<\/span>sort<\/span>(<\/span>(<\/span>a,<\/span> b)<\/span> =><\/span> (<\/span>b.<\/span>priority ??<\/span> 0<\/span>)<\/span> –<\/span> (<\/span>a.<\/span>priority ??<\/span> 0<\/span>)<\/span>)<\/span>;<\/span>
\n }<\/span>
\n}<\/span><\/p>\n

5.3 \u4e00\u4e2a\u5929\u6c14\u9884\u62a5\u63d2\u4ef6（\u5b8c\u6574\u5b9e\u73b0）<\/h4>\n

\/\/ packages\/plugins\/demo-plugins\/src\/weather-plugin.ts<\/span>
\nimport<\/span> {<\/span> Plugin,<\/span> PluginContext,<\/span> PluginResult,<\/span> PluginSchema }<\/span> from<\/span> '@demo\/plugins'<\/span>;<\/span><\/p>\n

export<\/span> class<\/span> WeatherPlugin<\/span> implements<\/span> Plugin<\/span> {<\/span>
\n name =<\/span> 'demo-weather'<\/span>;<\/span>
\n displayName =<\/span> '\u5929\u6c14\u9884\u62a5'<\/span>;<\/span>
\n version =<\/span> '1.0.0'<\/span>;<\/span>
\n description =<\/span> '\u67e5\u8be2\u6307\u5b9a\u57ce\u5e02\u7684\u5929\u6c14\u4fe1\u606f，\u652f\u6301\u5b9a\u65f6\u64ad\u62a5'<\/span>;<\/span>
\n priority =<\/span> 60<\/span>;<\/span><\/p>\n

triggers =<\/span> [<\/span>
\n \/<\/span>\u5929\u6c14<\/span>\/<\/span><\/span>,<\/span>
\n \/<\/span>(\u4eca\u5929|\u660e\u5929|\u540e\u5929).*(\u51b7|\u70ed|\u6e29\u5ea6|\u7a7f\u4ec0\u4e48)<\/span>\/<\/span><\/span>,<\/span>
\n \/<\/span>.*\u5929\u6c14\u9884\u62a5.*<\/span>\/<\/span><\/span>,<\/span>
\n ]<\/span>;<\/span><\/p>\n

schema:<\/span> PluginSchema =<\/span> {<\/span>
\n type:<\/span> 'object'<\/span>,<\/span>
\n properties:<\/span> {<\/span>
\n defaultCity:<\/span> {<\/span>
\n type:<\/span> 'string'<\/span>,<\/span>
\n description:<\/span> '\u9ed8\u8ba4\u67e5\u8be2\u57ce\u5e02'<\/span>,<\/span>
\n default<\/span>:<\/span> '\u6df1\u5733'<\/span>,<\/span>
\n }<\/span>,<\/span>
\n apiKey:<\/span> {<\/span>
\n type:<\/span> 'string'<\/span>,<\/span>
\n description:<\/span> '\u5929\u6c14 API \u5bc6\u94a5'<\/span>,<\/span>
\n sensitive:<\/span> true<\/span>,<\/span>
\n }<\/span>,<\/span>
\n }<\/span>,<\/span>
\n }<\/span>;<\/span><\/p>\n

private<\/span> config:<\/span> PluginConfig =<\/span> {<\/span>}<\/span>;<\/span><\/p>\n

async<\/span> init<\/span>(<\/span>config:<\/span> PluginConfig)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span> {<\/span>
\n this<\/span>.<\/span>config =<\/span> config;<\/span>
\n }<\/span><\/p>\n

async<\/span> execute<\/span>(<\/span>message:<\/span> StandardMessage,<\/span> context:<\/span> PluginContext)<\/span>:<\/span> Promise<\/span><<\/span>PluginResult><\/span> {<\/span>
\n \/\/ \u4ece\u6d88\u606f\u4e2d\u63d0\u53d6\u57ce\u5e02\u540d<\/span>
\n const<\/span> city =<\/span> this<\/span>.<\/span>extractCity<\/span>(<\/span>message.<\/span>content.<\/span>text ??<\/span> ''<\/span>)<\/span>
\n ||<\/span> this<\/span>.<\/span>config.<\/span>defaultCity
\n ||<\/span> '\u6df1\u5733'<\/span>;<\/span><\/p>\n

try<\/span> {<\/span>
\n \/\/ \u8c03\u7528\u5916\u90e8\u5929\u6c14 API<\/span>
\n const<\/span> weather =<\/span> await<\/span> this<\/span>.<\/span>fetchWeather<\/span>(<\/span>city,<\/span> this<\/span>.<\/span>config.<\/span>apiKey)<\/span>;<\/span><\/p>\n

\/\/ \u751f\u6210\u81ea\u7136\u8bed\u8a00\u56de\u590d\u2014\u2014\u7528 AI \u6da6\u8272<\/span>
\n const<\/span> prompt =<\/span> `<\/span>
\n \u5c06\u4ee5\u4e0b\u5929\u6c14\u9884\u62a5\u8f6c\u6210\u4e00\u53e5\u53cb\u597d\u7684\u56de\u7b54：
\n \u57ce\u5e02：<\/span>${<\/span>city}<\/span><\/span>
\n \u5929\u6c14：<\/span>${<\/span>weather.<\/span>condition}<\/span><\/span>
\n \u6e29\u5ea6：<\/span>${<\/span>weather.<\/span>temp}<\/span><\/span>\u00b0C
\n \u6e7f\u5ea6：<\/span>${<\/span>weather.<\/span>humidity}<\/span><\/span>%
\n \u5efa\u8bae：<\/span>${<\/span>weather.<\/span>advice}<\/span><\/span><\/p>\n

\u56de\u590d\u5b57\u6570 80 \u5b57\u4ee5\u5185，\u53e3\u8bed\u5316\u3002
\n <\/span>`<\/span><\/span>;<\/span><\/p>\n

const<\/span> reply =<\/span> await<\/span> context.<\/span>callAI<\/span>(<\/span>prompt,<\/span> {<\/span>
\n temperature:<\/span> 0.7<\/span>,<\/span>
\n maxTokens:<\/span> 120<\/span>,<\/span>
\n }<\/span>)<\/span>;<\/span><\/p>\n

return<\/span> {<\/span>
\n reply,<\/span>
\n metadata:<\/span> {<\/span>
\n city,<\/span>
\n weather:<\/span> {<\/span>
\n condition:<\/span> weather.<\/span>condition,<\/span>
\n temp:<\/span> weather.<\/span>temp,<\/span>
\n humidity:<\/span> weather.<\/span>humidity,<\/span>
\n }<\/span>,<\/span>
\n }<\/span>,<\/span>
\n consumed:<\/span> false<\/span>,<\/span> \/\/ \u4e0d\u6d88\u8d39\u6d88\u606f，\u5141\u8bb8\u540e\u7eed\u7ee7\u7eed\u5904\u7406<\/span>
\n }<\/span>;<\/span>
\n }<\/span> catch<\/span> (<\/span>error)<\/span> {<\/span>
\n return<\/span> {<\/span>
\n reply:<\/span> `<\/span>\u62b1\u6b49，\u67e5\u8be2<\/span>${<\/span>city}<\/span><\/span>\u5929\u6c14\u5931\u8d25: <\/span>${<\/span>error.<\/span>message}<\/span><\/span>`<\/span><\/span>,<\/span>
\n error:<\/span> error.<\/span>message,<\/span>
\n }<\/span>;<\/span>
\n }<\/span>
\n }<\/span><\/p>\n

async<\/span> destroy<\/span>(<\/span>)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span> {<\/span>
\n \/\/ \u6e05\u7406\u8d44\u6e90<\/span>
\n }<\/span><\/p>\n

private<\/span> extractCity<\/span>(<\/span>text:<\/span> string<\/span>)<\/span>:<\/span> string<\/span> |<\/span> null<\/span> {<\/span>
\n \/\/ \u7b80\u5355\u57ce\u5e02\u5339\u914d\u2014\u2014\u751f\u4ea7\u73af\u5883\u7528 NER<\/span>
\n const<\/span> match =<\/span> text.<\/span>match<\/span>(<\/span>\/<\/span>(\u5317\u4eac|\u4e0a\u6d77|\u5e7f\u5dde|\u6df1\u5733|\u676d\u5dde|\u6210\u90fd|\u6b66\u6c49|\u5357\u4eac)<\/span>\/<\/span><\/span>)<\/span>;<\/span>
\n return<\/span> match ?<\/span> match[<\/span>1<\/span>]<\/span> :<\/span> null<\/span>;<\/span>
\n }<\/span><\/p>\n

private<\/span> async<\/span> fetchWeather<\/span>(<\/span>city:<\/span> string<\/span>,<\/span> apiKey:<\/span> string<\/span>)<\/span>:<\/span> Promise<\/span><<\/span>WeatherData><\/span> {<\/span>
\n const<\/span> response =<\/span> await<\/span> fetch<\/span>(<\/span>
\n `<\/span>https:\/\/api.weather-demo.com\/v1\/forecast?city=<\/span>${<\/span>encodeURIComponent<\/span>(<\/span>city)<\/span>}<\/span><\/span>&key=<\/span>${<\/span>apiKey}<\/span><\/span>`<\/span><\/span>
\n )<\/span>;<\/span>
\n if<\/span> (<\/span>!<\/span>response.<\/span>ok)<\/span> throw<\/span> new<\/span> Error<\/span>(<\/span>`<\/span>API \u8fd4\u56de <\/span>${<\/span>response.<\/span>status}<\/span><\/span>`<\/span><\/span>)<\/span>;<\/span>
\n return<\/span> response.<\/span>json<\/span>(<\/span>)<\/span>;<\/span>
\n }<\/span>
\n}<\/span><\/p>\n

5.4 \u4ece\u6587\u4ef6\u7cfb\u7edf\u52a8\u6001\u52a0\u8f7d\u63d2\u4ef6<\/h4>\n

\/\/ packages\/plugins\/src\/loader\/fs-loader.ts<\/span>
\nimport<\/span> {<\/span> readdirSync,<\/span> existsSync }<\/span> from<\/span> 'node:fs'<\/span>;<\/span>
\nimport<\/span> {<\/span> resolve }<\/span> from<\/span> 'node:path'<\/span>;<\/span>
\nimport<\/span> {<\/span> PluginManager }<\/span> from<\/span> '..\/plugin-manager'<\/span>;<\/span>
\nimport<\/span> {<\/span> Plugin }<\/span> from<\/span> '..\/plugin-types'<\/span>;<\/span><\/p>\n

export<\/span> class<\/span> FileSystemPluginLoader<\/span> {<\/span>
\n constructor<\/span>(<\/span>
\n private<\/span> pluginManager:<\/span> PluginManager,<\/span>
\n private<\/span> pluginsDir:<\/span> string<\/span>
\n )<\/span> {<\/span>}<\/span><\/p>\n

async<\/span> loadAll<\/span>(<\/span>)<\/span>:<\/span> Promise<\/span><<\/span>number<\/span>><\/span> {<\/span>
\n if<\/span> (<\/span>!<\/span>existsSync<\/span>(<\/span>this<\/span>.<\/span>pluginsDir)<\/span>)<\/span> {<\/span>
\n console<\/span>.<\/span>warn<\/span>(<\/span>`<\/span>\u63d2\u4ef6\u76ee\u5f55\u4e0d\u5b58\u5728: <\/span>${<\/span>this<\/span>.<\/span>pluginsDir}<\/span><\/span>`<\/span><\/span>)<\/span>;<\/span>
\n return<\/span> 0<\/span>;<\/span>
\n }<\/span><\/p>\n

const<\/span> entries =<\/span> readdirSync<\/span>(<\/span>this<\/span>.<\/span>pluginsDir,<\/span> {<\/span> withFileTypes:<\/span> true<\/span> }<\/span>)<\/span>;<\/span>
\n let<\/span> loaded =<\/span> 0<\/span>;<\/span><\/p>\n

for<\/span> (<\/span>const<\/span> entry of<\/span> entries)<\/span> {<\/span>
\n if<\/span> (<\/span>!<\/span>entry.<\/span>isDirectory<\/span>(<\/span>)<\/span>)<\/span> continue<\/span>;<\/span><\/p>\n

const<\/span> pluginPath =<\/span> resolve<\/span>(<\/span>this<\/span>.<\/span>pluginsDir,<\/span> entry.<\/span>name)<\/span>;<\/span>
\n const<\/span> indexPath =<\/span> resolve<\/span>(<\/span>pluginPath,<\/span> 'index.ts'<\/span>)<\/span>;<\/span> \/\/ \u6216 index.js<\/span><\/p>\n

if<\/span> (<\/span>!<\/span>existsSync<\/span>(<\/span>indexPath)<\/span>)<\/span> {<\/span>
\n console<\/span>.<\/span>warn<\/span>(<\/span>`<\/span>\u63d2\u4ef6 <\/span>${<\/span>entry.<\/span>name}<\/span><\/span> \u7f3a\u5c11\u5165\u53e3\u6587\u4ef6<\/span>`<\/span><\/span>)<\/span>;<\/span>
\n continue<\/span>;<\/span>
\n }<\/span><\/p>\n

try<\/span> {<\/span>
\n \/\/ \u52a8\u6001 import<\/span>
\n const<\/span> module =<\/span> await<\/span> import<\/span>(<\/span>indexPath)<\/span>;<\/span>
\n const<\/span> plugin:<\/span> Plugin =<\/span> module.<\/span>default ??<\/span> module.<\/span>plugin;<\/span><\/p>\n

if<\/span> (<\/span>!<\/span>plugin ||<\/span> !<\/span>plugin.<\/span>name)<\/span> {<\/span>
\n console<\/span>.<\/span>warn<\/span>(<\/span>`<\/span>\u63d2\u4ef6 <\/span>${<\/span>entry.<\/span>name}<\/span><\/span> \u5bfc\u51fa\u683c\u5f0f\u4e0d\u6b63\u786e<\/span>`<\/span><\/span>)<\/span>;<\/span>
\n continue<\/span>;<\/span>
\n }<\/span><\/p>\n

await<\/span> this<\/span>.<\/span>pluginManager.<\/span>register<\/span>(<\/span>plugin)<\/span>;<\/span><\/p>\n

\/\/ \u8bfb\u53d6\u63d2\u4ef6\u914d\u7f6e（\u9ed8\u8ba4\u542f\u7528）<\/span>
\n const<\/span> config =<\/span> this<\/span>.<\/span>loadPluginConfig<\/span>(<\/span>entry.<\/span>name)<\/span>;<\/span>
\n if<\/span> (<\/span>config?.<\/span>enabled !==<\/span> false<\/span>)<\/span> {<\/span>
\n await<\/span> this<\/span>.<\/span>pluginManager.<\/span>enable<\/span>(<\/span>plugin.<\/span>name,<\/span> config)<\/span>;<\/span>
\n }<\/span><\/p>\n

loaded++<\/span>;<\/span>
\n console<\/span>.<\/span>log<\/span>(<\/span>`<\/span>📦 \u63d2\u4ef6\u5df2\u52a0\u8f7d: <\/span>${<\/span>plugin.<\/span>name}<\/span><\/span> v<\/span>${<\/span>plugin.<\/span>version}<\/span><\/span>`<\/span><\/span>)<\/span>;<\/span>
\n }<\/span> catch<\/span> (<\/span>error)<\/span> {<\/span>
\n console<\/span>.<\/span>error<\/span>(<\/span>`<\/span>\u52a0\u8f7d\u63d2\u4ef6\u5931\u8d25 <\/span>${<\/span>entry.<\/span>name}<\/span><\/span>:<\/span>`<\/span><\/span>,<\/span> error)<\/span>;<\/span>
\n }<\/span>
\n }<\/span><\/p>\n

return<\/span> loaded;<\/span>
\n }<\/span><\/p>\n

private<\/span> loadPluginConfig<\/span>(<\/span>name:<\/span> string<\/span>)<\/span>:<\/span> Record<<\/span>string<\/span>,<\/span> any<\/span>><\/span> {<\/span>
\n const<\/span> configPath =<\/span> resolve<\/span>(<\/span>this<\/span>.<\/span>pluginsDir,<\/span> name,<\/span> 'config.yaml'<\/span>)<\/span>;<\/span>
\n if<\/span> (<\/span>existsSync<\/span>(<\/span>configPath)<\/span>)<\/span> {<\/span>
\n return<\/span> parseYaml<\/span>(<\/span>readFileSync<\/span>(<\/span>configPath,<\/span> 'utf-8'<\/span>)<\/span>)<\/span>;<\/span>
\n }<\/span>
\n return<\/span> {<\/span>}<\/span>;<\/span>
\n }<\/span>
\n}<\/span><\/p>\n

\n

\u516d\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u2014\u2014\u591a\u8f6e\u5bf9\u8bdd\u5982\u4f55\u8bb0\u4f4f\u5386\u53f2<\/h3>\n

6.1 \u4e0a\u4e0b\u6587\u7a97\u53e3\u8bbe\u8ba1<\/h4>\n

\/\/ packages\/ai\/src\/context-manager.ts<\/span><\/p>\n

interface<\/span> ContextWindow<\/span> {<\/span>
\n sessionId:<\/span> string<\/span>;<\/span>
\n messages:<\/span> ContextMessage[<\/span>]<\/span>;<\/span>
\n summary?<\/span>:<\/span> string<\/span>;<\/span> \/\/ \u8d85\u8fc7\u7a97\u53e3\u65f6\u81ea\u52a8\u6458\u8981<\/span>
\n tokenCount:<\/span> number<\/span>;<\/span>
\n maxTokens:<\/span> number<\/span>;<\/span>
\n createdAt:<\/span> Date;<\/span>
\n updatedAt:<\/span> Date;<\/span>
\n}<\/span><\/p>\n

export<\/span> class<\/span> ContextManager<\/span> {<\/span>
\n \/\/ === \u4e24\u79cd\u7f13\u5b58 ===<\/span>
\n private<\/span> activeWindows:<\/span> Map<<\/span>string<\/span>,<\/span> ContextWindow><\/span> =<\/span> new<\/span> Map<\/span>(<\/span>)<\/span>;<\/span> \/\/ \u70ed\u6570\u636e<\/span>
\n private<\/span> storage:<\/span> ContextStorage;<\/span> \/\/ \u6301\u4e45\u5316（SQLite\/Redis）<\/span><\/p>\n

constructor<\/span>(<\/span>private<\/span> config:<\/span> ContextConfig)<\/span> {<\/span>}<\/span><\/p>\n

async<\/span> addMessage<\/span>(<\/span>sessionId:<\/span> string<\/span>,<\/span> message:<\/span> StandardMessage)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span> {<\/span>
\n let<\/span> window =<\/span> await<\/span> this<\/span>.<\/span>getOrCreateWindow<\/span>(<\/span>sessionId)<\/span>;<\/span><\/p>\n

const<\/span> contextMessage:<\/span> ContextMessage =<\/span> {<\/span>
\n role:<\/span> 'user'<\/span>,<\/span>
\n content:<\/span> message.<\/span>content.<\/span>text ??<\/span> ''<\/span>,<\/span>
\n timestamp:<\/span> Date.<\/span>now<\/span>(<\/span>)<\/span>,<\/span>
\n }<\/span>;<\/span><\/p>\n

window.<\/span>messages.<\/span>push<\/span>(<\/span>contextMessage)<\/span>;<\/span>
\n window.<\/span>tokenCount +=<\/span> this<\/span>.<\/span>estimateTokens<\/span>(<\/span>contextMessage.<\/span>content)<\/span>;<\/span><\/p>\n

\/\/ === \u8d85\u8fc7\u7a97\u53e3\u5927\u5c0f \u2192 \u538b\u7f29\u6210\u6458\u8981 ===<\/span>
\n if<\/span> (<\/span>window.<\/span>tokenCount ><\/span> window.<\/span>maxTokens *<\/span> 0.85<\/span>)<\/span> {<\/span>
\n await<\/span> this<\/span>.<\/span>compressWindow<\/span>(<\/span>window)<\/span>;<\/span>
\n }<\/span><\/p>\n

window.<\/span>updatedAt =<\/span> new<\/span> Date<\/span>(<\/span>)<\/span>;<\/span>
\n await<\/span> this<\/span>.<\/span>storage.<\/span>save<\/span>(<\/span>sessionId,<\/span> window)<\/span>;<\/span>
\n }<\/span><\/p>\n

private<\/span> async<\/span> compressWindow<\/span>(<\/span>window:<\/span> ContextWindow)<\/span>:<\/span> Promise<\/span><<\/span>void<\/span>><\/span> {<\/span>
\n \/\/ \u4fdd\u7559\u6700\u8fd1 5 \u6761\u6d88\u606f，\u5176\u4f59\u538b\u7f29\u4e3a\u6458\u8981<\/span>
\n const<\/span> compressMessages =<\/span> window.<\/span>messages.<\/span>slice<\/span>(<\/span>0<\/span>,<\/span> –<\/span>5<\/span>)<\/span>;<\/span>
\n const<\/span> recentMessages =<\/span> window.<\/span>messages.<\/span>slice<\/span>(<\/span>–<\/span>5<\/span>)<\/span>;<\/span><\/p>\n

const<\/span> summary =<\/span> await<\/span> this<\/span>.<\/span>aiEngine.<\/span>summarize<\/span>(<\/span>
\n compressMessages.<\/span>map<\/span>(<\/span>m =><\/span> `<\/span>${<\/span>m.<\/span>role}<\/span><\/span>: <\/span>${<\/span>m.<\/span>content}<\/span><\/span>`<\/span><\/span>)<\/span>.<\/span>join<\/span>(<\/span>'\\\\n'<\/span>)<\/span>
\n )<\/span>;<\/span><\/p>\n

window.<\/span>summary =<\/span> summary;<\/span>
\n window.<\/span>messages =<\/span> [<\/span>
\n {<\/span>
\n role:<\/span> 'system'<\/span>,<\/span>
\n content:<\/span> `<\/span>\u4e4b\u524d\u7684\u5bf9\u8bdd\u6458\u8981：<\/span>${<\/span>summary}<\/span><\/span>`<\/span><\/span>,<\/span>
\n timestamp:<\/span> Date.<\/span>now<\/span>(<\/span>)<\/span>,<\/span>
\n }<\/span>,<\/span>
\n …<\/span>recentMessages,<\/span>
\n ]<\/span>;<\/span><\/p>\n

window.<\/span>tokenCount =<\/span> this<\/span>.<\/span>estimateTokens<\/span>(<\/span>summary)<\/span>
\n +<\/span> recentMessages.<\/span>reduce<\/span>(<\/span>(<\/span>s,<\/span> m)<\/span> =><\/span> s +<\/span> this<\/span>.<\/span>estimateTokens<\/span>(<\/span>m.<\/span>content)<\/span>,<\/span> 0<\/span>)<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ \u591a\u7528\u6237\u9694\u79bb<\/span>
\n private<\/span> buildSessionId<\/span>(<\/span>message:<\/span> StandardMessage)<\/span>:<\/span> string<\/span> {<\/span>
\n \/\/ \u540c\u4e00\u4e2a\u7528\u6237 + \u540c\u4e00\u4e2a\u7fa4\u7684\u5bf9\u8bdd\u5171\u4eab\u4e0a\u4e0b\u6587<\/span>
\n if<\/span> (<\/span>message.<\/span>room)<\/span> {<\/span>
\n return<\/span> `<\/span>room:<\/span>${<\/span>message.<\/span>room.<\/span>id}<\/span><\/span>:user:<\/span>${<\/span>message.<\/span>from.<\/span>id}<\/span><\/span>`<\/span><\/span>;<\/span>
\n }<\/span>
\n return<\/span> `<\/span>user:<\/span>${<\/span>message.<\/span>from.<\/span>id}<\/span><\/span>`<\/span><\/span>;<\/span>
\n }<\/span>
\n}<\/span><\/p>\n

\n

\u4e03\u3001\u6700\u540e\u2014\u2014\u8fd9\u5f20\u67b6\u6784\u56fe\u7684\u51e0\u70b9\u7cbe\u9ad3<\/h3>\n

\u56de\u987e\u6574\u5f20\u67b6\u6784\u56fe，\u6700\u503c\u5f97\u5b66\u4e60\u7684\u4e09\u4e2a\u8bbe\u8ba1\u51b3\u7b56：<\/p>\n

7.1 \u901a\u9053\u9002\u914d\u5668\u6a21\u5f0f<\/h4>\n

ChannelAdapter \u63a5\u53e3 \u2190 \u5fae\u4fe1 Adapter
\n \u2190 \u9489\u9489 Adapter
\n \u2190 Telegram Adapter
\n \u2190 … \u4efb\u610f IM<\/p>\n

\u6838\u5fc3\u5f15\u64ce\u53ea\u4f9d\u8d56\u63a5\u53e3，\u4e0d\u5173\u5fc3\u5177\u4f53\u5b9e\u73b0
\n\u65b0\u52a0\u4e00\u4e2a IM \u901a\u9053 = \u5b9e\u73b0\u4e00\u4e2a Adapter，\u96f6\u4fee\u6539\u6838\u5fc3\u4ee3\u7801<\/p>\n

7.2 \u7ba1\u9053 + \u63d2\u4ef6\u53cc\u6a21\u5f0f<\/h4>\n

\u7ba1\u9053\u6a21\u5f0f：\u5904\u7406"\u600e\u4e48\u5904\u7406\u4e00\u6761\u6d88\u606f"\u7684\u56fa\u5b9a\u6d41\u7a0b
\n \u2192 \u9884\u5904\u7406 \u2192 \u8def\u7531 \u2192 \u5904\u7406 \u2192 \u540e\u5904\u7406 \u2192 \u56de\u590d<\/p>\n

\u63d2\u4ef6\u6a21\u5f0f：\u63d0\u4f9b"\u5177\u4f53\u600e\u4e48\u5904\u7406"\u7684\u53ef\u6269\u5c55\u80fd\u529b
\n \u2192 \u5929\u6c14\u63d2\u4ef6 \/ \u7ffb\u8bd1\u63d2\u4ef6 \/ \u65e5\u7a0b\u63d2\u4ef6 \/ …<\/p>\n

\u7ba1\u9053\u8d1f\u8d23\u6d41\u7a0b，\u63d2\u4ef6\u8d1f\u8d23\u7b56\u7565\u3002
\n\u7ba1\u9053\u4e0d\u5173\u5fc3\u6709\u51e0\u4e2a\u63d2\u4ef6，\u63d2\u4ef6\u4e0d\u5173\u5fc3\u600e\u4e48\u88ab\u8c03\u7528\u7684\u3002<\/p>\n

7.3 \u4e0a\u4e0b\u6587\u7ba1\u7406\u7684\u4e24\u7ea7\u7f13\u5b58<\/h4>\n

\u70ed\u6570\u636e（\u5185\u5b58 Map） \u2190 \u6beb\u79d2\u7ea7\u8bbf\u95ee，\u9ad8 QPS
\n \u2502
\n \u2502 \u5b9a\u671f\u540c\u6b65
\n \u25bc
\n\u51b7\u6570\u636e（SQLite\/Redis） \u2190 \u6301\u4e45\u5316，\u53ef\u6062\u590d<\/p>\n

\u8fd9\u662f\u6027\u80fd\u548c\u53ef\u9760\u6027\u4e4b\u95f4\u7684\u7ecf\u5178\u6743\u8861，\u5728\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

\n","protected":false},"excerpt":{"rendered":"

\u4e0a\u4e00\u7bc7\u6587\u7ae0\u5e26\u5927\u5bb6\u4f53\u9a8c\u4e86\u4e00\u4e2a\u5f00\u6e90\u4e2a\u4eba AI \u52a9\u624b\u5e73\u53f0\u3002\u5f88\u591a\u4eba\u95ee：\u5b83\u5230\u5e95\u662f\u600e\u4e48\u8bbe\u8ba1\u7684？\u4e3a\u4ec0\u4e48\u80fd\u540c\u65f6\u63a5\u5fae\u4fe1\u3001\u4f01\u4e1a IM\u3001\u793e\u4ea4\u5e73\u53f0，\u8fd8\u80fd\u4fdd\u6301\u4ee3\u7801\u4e0d\u5931\u63a7？
\n\u7b54\u6848\u85cf\u5728\u4e00\u4e2a\u4f18\u96c5\u7684\u67b6\u6784\u91cc\u2014\u2014\u4eca\u5929\u6211\u4eec\u6765\u62c6\u89e3\u5b83\u3002\u4e00\u3001\u9879\u76ee\u6574\u4f53\u6982\u89c8
\n1.1 \u4ee3\u7801\u89c4\u6a21
\nsrc\/
\n\u251c\u2500\u2500 packages\/ # \u6240\u6709\u529f\u80fd\u5305
\n\u2502 \u251c\u2500\u2500 core\/ # \u6838\u5fc3\u5f15\u64ce
\n\u2502 \u251c\u2500\u2500 gatew<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[7558,10334,188],"topic":[],"class_list":["post-90768","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai","tag-monorepo","tag-188"],"yoast_head":"\n\u4e2a\u4eba AI \u52a9\u624b\u67b6\u6784\u5168\u63ed\u79d8\uff1aMonorepo + \u63d2\u4ef6\u7cfb\u7edf + \u591a\u901a\u9053\u7f51\u5173\u8bbe\u8ba1\uff0c20 \u4e07\u884c\u4ee3\u7801\u5982\u4f55\u7ba1\u7406 6 \u4e2a IM \u5e73\u53f0\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/90768.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4e2a\u4eba AI \u52a9\u624b\u67b6\u6784\u5168\u63ed\u79d8\uff1aMonorepo + \u63d2\u4ef6\u7cfb\u7edf + \u591a\u901a\u9053\u7f51\u5173\u8bbe\u8ba1\uff0c20 \u4e07\u884c\u4ee3\u7801\u5982\u4f55\u7ba1\u7406 6 \u4e2a IM \u5e73\u53f0\uff1f - 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