\n| \u90e8\u7f72<\/td>\n | Docker Compose + Nginx（\u53ef\u9009 Jenkins CI\/CD）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\u56db\u3001AI \u6d4b\u8bd5\u5168\u6d41\u7a0b（8 \u9636\u6bb5）<\/h3>\n\u5e73\u53f0\u5185\u7f6e\u4e86\u4e00\u5957\u5b8c\u6574\u7684 AI \u529f\u80fd\u6d4b\u8bd5\u6d41\u7a0b\u89c4\u8303，\u6bcf\u4e2a\u9636\u6bb5\u90fd\u6709\u660e\u786e\u7684\u76ee\u6807\u3001\u5bf9 AI \u7684\u6307\u4ee4\u3001\u4ea4\u4ed8\u7269\u548c\u901a\u8fc7\u6807\u51c6：<\/p>\n \u9636\u6bb5\u4e00 \u9700\u6c42\u5206\u6790 \u00a0 \u00a0 \u6536\u96c6\u9700\u6c42 \u2192 \u62c6\u89e3\u529f\u80fd\u70b9 \u2192 \u53ef\u6d4b\u6027\u8bc4\u4f30 \u2192 \u8303\u56f4\u4e0e\u4f18\u5148\u7ea7\u754c\u5b9a
\n\u9636\u6bb5\u4e8c \u9875\u9762\u63a2\u7d22 \u00a0 \u00a0 \u6d4f\u89c8\u5668\u622a\u56fe\u5feb\u7167 \u2192 \u9010\u5143\u7d20\u63a2\u7d22 \u2192 \u8f93\u51fa\u5143\u7d20\u5b9a\u4f4d\u89c4\u5219
\n\u9636\u6bb5\u4e09 \u7528\u4f8b\u8bbe\u8ba1 \u00a0 \u00a0 \u7b49\u4ef7\u7c7b\u5212\u5206 + \u8fb9\u754c\u503c\u5206\u6790 + \u573a\u666f\u6d41\u7a0b\u63a8\u6f14 \u2192 \u7528\u4f8b\u77e9\u9635
\n\u9636\u6bb5\u56db \u7528\u4f8b\u8bc4\u5ba1 \u00a0 \u00a0 3 \u8f6e\u8bc4\u5ba1（\u8986\u76d6\u8ffd\u6eaf \/ \u7528\u4f8b\u8d28\u91cf \/ \u5197\u4f59\u4e0e\u6570\u636e）
\n\u9636\u6bb5\u4e94 \u6d4b\u8bd5\u6267\u884c \u00a0 \u00a0 Playwright \u9010\u6761\u6267\u884c，\u5b9e\u65f6\u5224\u5b9a PASS\/FAIL\/BUG\/BLOCKED
\n\u9636\u6bb5\u516d \u62a5\u544a\u8f93\u51fa \u00a0 \u00a0 HTML \u62a5\u544a + Markdown \u62a5\u544a + \u9057\u6f0f\u5206\u6790
\n\u9636\u6bb5\u4e03 \u6301\u7eed\u4f18\u5316 \u00a0 \u00a0 \u7528\u4f8b\u7cbe\u7b80 \/ \u56de\u5f52\u96c6\u63a8\u8350 \/ BUG \u8ddf\u8e2a \/ \u9057\u6f0f\u590d\u76d8
\n\u9636\u6bb5\u516b \u811a\u672c\u751f\u6210 \u00a0 \u00a0 \u901a\u7528\u51fd\u6570\u5e93 + \u9010\u6761\u8f6c\u6362 \u2192 \u53ef\u6267\u884c test_*.py <\/p>\n AI \u5bf9\u8bdd\u754c\u9762（\u6838\u5fc3\u9875\u9762 Chat.tsx）：\u5de6\u4fa7\u4f1a\u8bdd\u5217\u8868 + \u53f3\u4fa7\u6d88\u606f\u6d41（thinking \u8fc7\u7a0b\u3001\u6587\u672c\u3001\u4ee3\u7801\u5757\u5b9e\u65f6\u5c55\u793a），\u5e95\u90e8\u8f93\u5165\u6846\u81ea\u7136\u8bed\u8a00\u4e0b\u8fbe\u6d4b\u8bd5\u6307\u4ee4，SSE \u6d41\u5f0f\u8fd4\u56de，\u6267\u884c\u8fc7\u7a0b\u5168\u900f\u660e\u3002<\/p>\n \u4e94\u3001\u51e0\u4e2a\u503c\u5f97\u8bf4\u7684\u8bbe\u8ba1<\/h3>\n1. SSE \u6d41\u5f0f\u5bf9\u8bdd，\u8fc7\u7a0b\u5168\u900f\u660e<\/h4>\n\u524d\u7aef fetch() + ReadableStream \u6d88\u8d39\u540e\u7aef StreamingHttpResponse，AI \u7684 thinking \/ tool_call \/ tool_result \/ text \u4e8b\u4ef6\u5b9e\u65f6\u63a8\u9001\u5230\u9875\u9762：<\/p>\n \u7528\u6237\u8f93\u5165 \u2192 POST \/chats\/{id}\/send_stream\/ \u2192 AI \u5ba2\u6237\u7aef \u2192 SSE \u4e8b\u4ef6\u6d41 \u2192 \u524d\u7aef\u9010\u5e27\u6e32\u67d3 <\/p>\n 2. L1-L3 \u6545\u969c\u81ea\u6108\u4f53\u7cfb<\/h4>\n\u811a\u672c\u6267\u884c\u5931\u8d25\u4e0d\u4f1a\u76f4\u63a5\u8eba\u5e73，\u800c\u662f\u5206\u5c42\u81ea\u52a8\u5904\u7406：<\/p>\n \n\u7ea7\u522b\u5904\u7406\u65b9\u5f0f<\/tr>\n \n\n| L1<\/td>\n | \u77ac\u6001\u9519\u8bef（timeout \u7c7b）\u81ea\u52a8\u91cd\u8bd5<\/td>\n<\/tr>\n | \n| L2<\/td>\n | AI \u9a71\u52a8\u4fee\u590d：\u5206\u6790\u9519\u8bef \u2192 \u4fee\u6539\u4ee3\u7801 \u2192 \u6c99\u7bb1\u9a8c\u8bc1 \u2192 \u81ea\u52a8\u91cd\u6267\u884c<\/td>\n<\/tr>\n | \n| L3<\/td>\n | \u4fee\u590d\u5931\u8d25\u6807\u8bb0\u7834\u635f\u811a\u672c，\u8fdb\u5165\u4fee\u590d\u4e2d\u5fc3\u4eba\u5de5\u4ecb\u5165<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \u9519\u8bef\u5206\u7c7b\u7cfb\u7edf\u5185\u7f6e 20+ \u79cd\u9519\u8bef\u7c7b\u578b，\u4ee3\u7801\u5dee\u5f02\u7528 unified diff \u5c55\u793a，\u4fee\u590d\u8fc7\u7a0b\u5b9e\u65f6\u53ef\u89c1\u3002<\/p>\n 3. \u591a\u4f1a\u8bdd\u9694\u79bb + \u6c99\u7bb1\u6267\u884c<\/h4>\n\n- \n
\u6bcf\u4e2a\u4f1a\u8bdd\u72ec\u7acb UUID \u5de5\u4f5c\u533a，\u4f1a\u8bdd\u6587\u4ef6\u53ef\u64cd\u4f5c\u3001\u9879\u76ee\u4ee3\u7801\u53d7\u4fdd\u62a4，\u5929\u7136\u6743\u9650\u9694\u79bb<\/p>\n<\/li>\n - \n
\u811a\u672c\u5728\u672c\u5730\u6c99\u7bb1（.limvenv \u865a\u62df\u73af\u5883 + subprocess）\u6267\u884c，\u4e0d\u6c61\u67d3\u5bbf\u4e3b\u673a<\/p>\n<\/li>\n<\/ul>\n 4. \u591a\u79df\u6237<\/h4>\n\u6240\u6709\u6570\u636e\u6a21\u578b\u901a\u8fc7 tenant \u5916\u952e\u9694\u79bb（Tenant \u2192 AiProject \u2192 Script \u2192 ExecutionRecord \/ ChatSession \u2192 ChatMessage），\u5168\u5c40\u67e5\u8be2\u8d70 _tenant_filter()，\u4f01\u4e1a\u5185\u90e8\u5206\u56e2\u961f\u4f7f\u7528\u4e92\u4e0d\u5e72\u6270\u3002<\/p>\n \u516d\u3001\u5feb\u901f\u5f00\u59cb<\/h3>\n\u4e00\u952e\u90e8\u7f72<\/h4>\n# 1. \u62ff\u4ee3\u7801（\u53ea\u9700\u4ed3\u5e93\u5730\u5740\u4e0e\u8d26\u53f7）
\nexport GIT_REPO=<\u4f60\u7684\u4ed3\u5e93\u5730\u5740>
\nexport GIT_USER=<\u8d26\u53f7> GIT_PASS='<\u5bc6\u7801>'
\nexport SKIP_JENKINS=1 \u00a0 \u00a0 \u00a0 \u00a0# \u4e0d\u9700\u8981 CI \u5c31\u8df3\u8fc7 Jenkins
\n\u200b
\n# 2. \u6267\u884c（\u81ea\u52a8：\u62c9\u4ee3\u7801 \u2192 \u751f\u6210 .env \u2192 \u6784\u5efa\u542f\u52a8\u5168\u90e8\u5bb9\u5668 \u2192 \u5065\u5eb7\u68c0\u67e5）
\nsudo -E bash deploy\/docker\/setup-host.sh <\/p>\n \u624b\u52a8\u90e8\u7f72<\/h4>\ngit clone https:\/\/gitee.com\/wwcs\/ai_test_sheng \/opt\/ai_test_sheng && cd \/opt\/ai_test_sheng
\ncp deploy\/docker\/.env.example deploy\/docker\/.env \u00a0 \u00a0 # \u586b\u597d\u5fc5\u586b\u9879
\ndocker compose -f deploy\/docker\/docker-compose.yml up -d –build
\nbash deploy\/docker\/healthcheck.sh \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0# \u9a8c\u8bc1 <\/p>\n \u6ca1\u6709 Anthropic Key？\u63a5 DeepSeek<\/h4>\n# \u7f16\u8f91 deploy\/docker\/.env，\u8ffd\u52a0：
\nANTHROPIC_BASE_URL=https:\/\/api.deepseek.com\/anthropic
\nANTHROPIC_AUTH_TOKEN=sk-\u4f60\u7684DeepSeekKey
\nANTHROPIC_MODEL=deepseek-v4-flash
\nANTHROPIC_SMALL_FAST_MODEL=deepseek-v4-flash
\n\u200b
\n# \u91cd\u5efa claude-code-server \u5e76\u9a8c\u8bc1
\ndocker compose -f deploy\/docker\/docker-compose.yml up -d claude-code-server
\ndocker compose -f deploy\/docker\/docker-compose.yml exec claude-code-server claude -p "\u53ea\u56de\u590d: \u901a\u4e86" –model deepseek-v4-flash <\/p>\n 📖 \u5b8c\u6574\u90e8\u7f72\u3001AI \u63a5\u5165\u3001\u6743\u9650\u6a21\u578b\u3001\u751f\u4ea7\u73af\u5883\u8e29\u5751 FAQ \u4e0e\u5f00\u6e90\u68c0\u67e5\u6e05\u5355\u89c1\u4ed3\u5e93\u5185 docs\/DEPLOYMENT-GUIDE.md \u548c docs\/ARCHITECTURE.md\u3002<\/p>\n \u4e03\u3001\u5728\u7ebf\u4f53\u9a8c<\/h3>\n\u65e0\u9700\u90e8\u7f72，\u76f4\u63a5\u8bbf\u95ee\u4f53\u9a8c\u73af\u5883 👇<\/p>\n \n\u9879\u76ee\u5730\u5740<\/tr>\n \n\n| \u5e73\u53f0\u5165\u53e3<\/td>\n | http:\/\/111.229.22.12<\/td>\n<\/tr>\n | \n| \u4f53\u9a8c\u8d26\u53f7<\/td>\n | admin \/ admin123<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\u516b\u3001License<\/h3>\n\u672c\u9879\u76ee\u57fa\u4e8e MIT License \u5f00\u6e90，\u53ef\u81ea\u7531\u4f7f\u7528\u3001\u4fee\u6539\u3001\u5546\u7528\u3002<\/p>\n
\n\u5199\u5728\u6700\u540e<\/h3>\n\u628a\u6d4b\u8bd5\u6d41\u7a0b\u4ea4\u7ed9 AI \u4e4b\u540e，\u6211\u4eec\u56e2\u961f\u6700\u5927\u7684\u611f\u53d7\u662f：\u91cd\u590d\u7684\u6d3b AI \u5e72，\u6d4b\u8bd5\u4eba\u628a\u7cbe\u529b\u7559\u7ed9\u771f\u6b63\u9700\u8981\u5224\u65ad\u529b\u7684\u4e8b\u3002<\/p>\n \u8fd9\u4e2a\u9879\u76ee\u6c89\u6dc0\u4e86\u6211\u4eec\u5728 AI + \u6d4b\u8bd5 \u65b9\u5411\u4e0a\u7684\u4e00\u7ebf\u5b9e\u6218\u7ecf\u9a8c：AI \u6d4b\u8bd5\u6d41\u7a0b\u89c4\u8303（8 \u9636\u6bb5）\u3001Playwright MCP \u771f\u5b9e\u6d4f\u89c8\u5668\u9a71\u52a8\u3001SSE \u6d41\u5f0f AI \u5bf9\u8bdd\u3001L1-L3 \u6545\u969c\u81ea\u6108\u3001\u4e00\u952e\u90e8\u7f72\u2026\u2026\u5e0c\u671b\u80fd\u7ed9\u505a\u6d4b\u8bd5\u5e73\u53f0\u3001\u505a AI \u63d0\u6548\u7684\u540c\u5b66\u4eec\u4e00\u4e9b\u53c2\u8003\u3002<\/p>\n \u5982\u679c\u8fd9\u4e2a\u9879\u76ee\u5e2e\u4f60\u7701\u4e0b\u4e86\u4e00\u4e2a\u52a0\u73ed\u7684\u591c\u665a，\u6b22\u8fce：<\/p>\n \n- \n
\u2b50 \u70b9\u4e2a Star：https:\/\/gitee.com\/wwcs\/ai_test_sheng \u2014\u2014 \u8ba9\u66f4\u591a\u6d4b\u8bd5\u4eba\u65e9\u70b9\u4e0b\u73ed 🙏<\/p>\n<\/li>\n - \n
🐛 \u63d0 Issue \/ PR，\u4e00\u8d77\u628a AI \u6d4b\u8bd5\u505a\u5f97\u66f4\u597d<\/p>\n<\/li>\n - \n
💬 \u6709\u4efb\u4f55\u7591\u95ee\u6b22\u8fce\u8bc4\u8bba\u533a\u4ea4\u6d41，\u5728\u7ebf\u4f53\u9a8c\u73af\u5883\u968f\u65f6\u53ef\u73a9，\u4e0d\u7528\u90e8\u7f72<\/p>\n<\/li>\n<\/ul>\n \u6c42 Star！\u6c42\u5173\u6ce8！\u8ba9 AI \u591a\u5e72\u6d3b，\u8ba9\u6d4b\u8bd5\u5c11\u52a0\u73ed！ 🚀<\/p>\n","protected":false},"excerpt":{"rendered":" 🎉 \u9879\u76ee\u5df2\u5f00\u6e90（MIT License）：https:\/\/gitee.com\/wwcs\/ai_test_sheng 🚀 \u5728\u7ebf\u4f53\u9a8c：http:\/\/111.229.22.12（\u4f53\u9a8c\u8d26\u53f7 admin \/ admin123） \u4e00\u3001\u5148\u8bf4\u8bf4\u6d4b\u8bd5\u4eba\u7684\u65e5\u5e38
\n\u4f5c\u4e3a\u6d4b\u8bd5\u5de5\u7a0b\u5e08，\u4f60\u6709\u6ca1\u6709\u8fc7\u8fd9\u6837\u7684\u65f6\u523b： 😫 \u9700\u6c42\u6587\u6863\u6ede\u540e，\u9875\u9762<\/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":[11241,11242,10336,50,227,3789],"topic":[],"class_list":["post-98151","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai","tag-10336","tag-50","tag-227","tag-3789"],"yoast_head":"\n \u628a\u6574\u4e2a\u6d4b\u8bd5\u6d41\u7a0b\u4ea4\u7ed9 AI \u662f\u4ec0\u4e48\u4f53\u9a8c\uff1f\u6211\u5f00\u6e90\u4e86\uff08\u9644\u5728\u7ebf\u4f53\u9a8c\u5730\u5740\uff09 - \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\/98151.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u628a\u6574\u4e2a\u6d4b\u8bd5\u6d41\u7a0b\u4ea4\u7ed9 AI \u662f\u4ec0\u4e48\u4f53\u9a8c\uff1f\u6211\u5f00\u6e90\u4e86\uff08\u9644\u5728\u7ebf\u4f53\u9a8c\u5730\u5740\uff09 - 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