{"id":35097,"date":"2025-08-09T21:20:34","date_gmt":"2025-08-09T13:20:34","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=35097"},"modified":"2025-08-09T21:20:34","modified_gmt":"2025-08-09T13:20:34","slug":"gbc-medai","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/gbc-medai\/","title":{"rendered":"GBC MedAI\uff1a\u53ef\u63a5\u5165\u591a\u79cdAI\u6a21\u578b\u4e0e\u641c\u7d22\u5f15\u64ce\u7684\u667a\u80fd\u533b\u7597\u52a9\u624b"},"content":{"rendered":"<p>GBC MedAI \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u667a\u80fd\u533b\u7597\u52a9\u624b\u7cfb\u7edf\u3002\u5b83\u4f7f\u7528 FastAPI \u4f5c\u4e3a\u540e\u7aef\u6846\u67b6\uff0cVue 3 \u4f5c\u4e3a\u524d\u7aef\u6280\u672f\u6808\u3002\u8fd9\u4e2a\u7cfb\u7edf\u7684\u6838\u5fc3\u80fd\u529b\u5728\u4e8e\u80fd\u591f\u540c\u65f6\u96c6\u6210\u591a\u79cdAI\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u4f8b\u5982 DeepSeek\u3001\u672c\u5730\u90e8\u7f72\u7684 <a href=\"https:\/\/www.kdjingpai.com\/ja\/ollama\/\">Ollama<\/a> \u4ee5\u53ca\u5176\u4ed6\u517c\u5bb9 OpenAI \u63a5\u53e3\u7684\u6a21\u578b\u3002\u5b83\u8fd8\u6574\u5408\u4e86\u591a\u79cd\u641c\u7d22\u5f15\u64ce\u670d\u52a1\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u878d\u5408\u4e86\u5b9e\u65f6\u4fe1\u606f\u7684\u667a\u80fd\u5bf9\u8bdd\u548c\u641c\u7d22\u529f\u80fd\u3002\u8be5\u9879\u76ee\u91c7\u7528\u6a21\u5757\u5316\u67b6\u6784\uff0c\u6280\u672f\u6808\u5148\u8fdb\u4e14\u5b8c\u6574\uff0c\u65e8\u5728\u4e3a\u533b\u7597\u9886\u57df\u6216\u5176\u4ed6\u4e13\u4e1a\u573a\u666f\u63d0\u4f9b\u4e00\u4e2a\u53ef\u4ee5\u5feb\u901f\u90e8\u7f72\u548c\u4e8c\u6b21\u5f00\u53d1\u7684 AI \u52a9\u624b\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35098\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/93470b519b18329.png\" alt=\"\" width=\"1000\" height=\"601\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/93470b519b18329.png 1000w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/93470b519b18329-18x12.png 18w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>AI \u80fd\u529b<\/strong>: \u652f\u6301\u63a5\u5165 DeepSeek\u3001Ollama \u672c\u5730\u6a21\u578b\u53ca\u517c\u5bb9 OpenAI \u7684\u591a\u79cd AI \u6a21\u578b\u3002\u7cfb\u7edf\u5177\u5907\u5904\u7406\u590d\u6742\u63a8\u7406\u4efb\u52a1\u548c\u89c6\u89c9\u7406\u89e3\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u5206\u6790\u4e0a\u4f20\u7684\u56fe\u7247\u3002<\/li>\n<li><strong>\u667a\u80fd\u641c\u7d22<\/strong>: \u96c6\u6210\u535a\u67e5 AI\u3001\u767e\u5ea6 AI \u641c\u7d22\u548c SerpAPI\uff0c\u80fd\u591f\u6839\u636e\u95ee\u9898\u81ea\u52a8\u9009\u62e9\u6700\u5408\u9002\u7684\u641c\u7d22\u5f15\u64ce\uff0c\u83b7\u53d6\u6700\u65b0\u7684\u533b\u7597\u8d44\u8baf\u548c\u7814\u7a76\u8fdb\u5c55\u3002<\/li>\n<li><strong>\u5bf9\u8bdd\u7cfb\u7edf<\/strong>: \u63d0\u4f9b\u6d41\u7545\u7684\u6d41\u5f0f\u54cd\u5e94\u548c\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u529f\u80fd\u3002\u7cfb\u7edf\u5185\u7f6e\u4e86\u5b8c\u6574\u7684\u7528\u6237\u8ba4\u8bc1\u548c\u591a\u4f1av\u8bdd\u7ba1\u7406\u673a\u5236\uff0c\u53ef\u4ee5\u4fdd\u5b58\u5386\u53f2\u8bb0\u5f55\u3002<\/li>\n<li><strong>\u73b0\u4ee3\u5316\u524d\u7aef<\/strong>: \u91c7\u7528 Vue 3 \u548c TypeScript \u6784\u5efa\uff0c\u63d0\u4f9b\u54cd\u5e94\u5f0f\u5e03\u5c40\uff0c\u540c\u65f6\u652f\u6301\u684c\u9762\u548c\u79fb\u52a8\u8bbe\u5907\u3002\u754c\u9762\u8bbe\u8ba1\u4e3a\u7cbe\u7f8e\u7684\u4e8c\u6b21\u5143\u52a8\u6f2b\u98ce\u683c\uff0c\u5e76\u5305\u542b\u4e30\u5bcc\u7684\u4ea4\u4e92\u52a8\u753b\u3002<\/li>\n<li><strong>\u9ad8\u6027\u80fd\u540e\u7aef<\/strong>: \u57fa\u4e8e FastAPI \u5f02\u6b65\u6846\u67b6\u5f00\u53d1\uff0c\u53ef\u4ee5\u786e\u4fdd\u9ad8\u6548\u7387\u7684\u8bf7\u6c42\u5904\u7406\u80fd\u529b\u3002<\/li>\n<li><strong>\u6570\u636e\u4e0e\u7f13\u5b58<\/strong>: \u4f7f\u7528 Redis \u4f5c\u4e3a\u8bed\u4e49\u7f13\u5b58\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u5347\u91cd\u590d\u67e5\u8be2\u7684\u54cd\u5e94\u6027\u80fd\uff0c\u964d\u4f4eAI\u6a21\u578b\u8c03\u7528\u6210\u672c\u3002<\/li>\n<li><strong>\u9ad8\u7ea7AI\u6846\u67b6<\/strong>: \u5e94\u7528\u4e86 <a href=\"https:\/\/www.kdjingpai.com\/ja\/langgraph\/\">LangGraph<\/a> \u548c GraphRag \u7b49\u6280\u672f\uff0c\u7528\u4e8e\u6784\u5efa\u66f4\u590d\u6742\u7684AI\u6d41\u7a0b\u548c\u77e5\u8bc6\u56fe\u8c31\u5e94\u7528\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>\u672c\u90e8\u5206\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5b89\u88c5\u3001\u914d\u7f6e\u5e76\u6210\u529f\u8fd0\u884c GBC MedAI \u7cfb\u7edf\u3002\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u64cd\u4f5c\uff0c\u5373\u53ef\u5b8c\u6210\u90e8\u7f72\u3002<\/p>\n<h3><strong>\u73af\u5883\u8981\u6c42<\/strong><\/h3>\n<p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u8bf7\u786e\u4fdd\u60a8\u7684\u7cfb\u7edf\u73af\u5883\u6ee1\u8db3\u4ee5\u4e0b\u6761\u4ef6\uff1a<\/p>\n<ul>\n<li><strong>Python<\/strong>: 3.8 \u6216\u66f4\u9ad8\u7248\u672c<\/li>\n<li><strong>Node.js<\/strong>: 16 \u6216\u66f4\u9ad8\u7248\u672c (\u4ec5\u5728\u9700\u8981\u8fdb\u884c\u524d\u7aef\u5f00\u53d1\u65f6\u9700\u8981)<\/li>\n<li><strong>\u6570\u636e\u5e93<\/strong>: MySQL 8.0 \u6216\u66f4\u9ad8\u7248\u672c\uff0cRedis 6.0 \u6216\u66f4\u9ad8\u7248\u672c<\/li>\n<li><strong>\u77e5\u8bc6\u56fe\u8c31 (\u53ef\u9009)<\/strong>: Neo4j 4.0 \u6216\u66f4\u9ad8\u7248\u672c<\/li>\n<\/ul>\n<h3><strong>\u524d\u7f6e\u6587\u4ef6\u4e0b\u8f7d<\/strong><\/h3>\n<p>\u9879\u76ee\u8fd0\u884c\u4f9d\u8d56\u4e00\u4e9b\u9884\u7f6e\u6587\u4ef6\uff0c\u8bf7\u5148\u4ece\u4ee5\u4e0b\u5730\u5740\u4e0b\u8f7d\u5e76\u89e3\u538b\u5230\u6307\u5b9a\u76ee\u5f55\uff1a<\/p>\n<ul>\n<li><strong>\u524d\u7aef\u6587\u4ef6<\/strong>: \u4ece\u767e\u5ea6\u7f51\u76d8\u94fe\u63a5\u00a0<code>https:\/\/pan.baidu.com\/s\/1KTROmn78XhhcuYBOfk0iUQ?pwd=wi8k<\/code>\u00a0(\u63d0\u53d6\u7801: wi8k) \u4e0b\u8f7d\u524d\u7aef\u6253\u5305\u6587\u4ef6\uff0c\u5e76\u5c06\u5176\u89e3\u538b\u5230\u00a0<code>llm_backend\/static\/<\/code>\u00a0\u76ee\u5f55\u4e0b\u3002<\/li>\n<li><strong>GraphRag \u6587\u4ef6<\/strong>: \u4ece\u767e\u5ea6\u7f51\u76d8\u94fe\u63a5\u00a0<code>https:\/\/pan.baidu.com\/s\/1dg6YxN_a4wZCXrmHBPGj_Q?pwd=hppu<\/code>\u00a0(\u63d0\u53d6\u7801: hppu) \u4e0b\u8f7d GraphRag \u76f8\u5173\u6587\u4ef6\uff0c\u5e76\u5c06\u5176\u653e\u7f6e\u5230\u9879\u76ee\u6839\u76ee\u5f55\u3002<\/li>\n<\/ul>\n<h3><strong>\u5b89\u88c5\u4e0e\u914d\u7f6e\u6b65\u9aa4<\/strong><\/h3>\n<p><strong>1. \u514b\u9686\u9879\u76ee\u4ee3\u7801<\/strong><br \/>\n\u9996\u5148\uff0c\u4f7f\u7528\u00a0<code>git<\/code>\u00a0\u547d\u4ee4\u5c06\u9879\u76ee\u4ee3\u7801\u4ece GitHub \u514b\u9686\u5230\u60a8\u7684\u672c\u5730\u8ba1\u7b97\u673a\u3002<\/p>\n<pre><code>git clone https:\/\/github.com\/zhanlangerba\/gbc-madai.git\r\ncd gbc-madai\r\n<\/code><\/pre>\n<p><strong>2. \u540e\u7aef\u670d\u52a1\u8bbe\u7f6e<\/strong><br \/>\n\u8fdb\u5165\u540e\u7aef\u4ee3\u7801\u76ee\u5f55\uff0c\u5e76\u4f7f\u7528\u00a0<code>pip<\/code>\u00a0\u5b89\u88c5\u6240\u6709 Python \u4f9d\u8d56\u5e93\u3002<\/p>\n<pre><code>cd llm_backend\r\npip install -r requirements.txt\r\n<\/code><\/pre>\n<p><strong>3. \u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/strong><br \/>\n\u914d\u7f6e\u6587\u4ef6\u662f\u7cfb\u7edf\u8fd0\u884c\u7684\u5173\u952e\u3002\u60a8\u9700\u8981\u590d\u5236\u6a21\u677f\u6587\u4ef6\u5e76\u586b\u5165\u60a8\u7684\u4e2a\u4eba\u914d\u7f6e\u4fe1\u606f\u3002<\/p>\n<pre><code># \u590d\u5236\u73af\u5883\u53d8\u91cf\u6a21\u677f\u6587\u4ef6\r\ncp .env.example .env\r\n\r\n# \u4f7f\u7528\u6587\u672c\u7f16\u8f91\u5668\uff08\u5982 nano \u6216 vim\uff09\u6253\u5f00\u5e76\u7f16\u8f91 .env \u6587\u4ef6\r\nnano .env\r\n<\/code><\/pre>\n<p>\u5728\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\u4e2d\uff0c\u60a8\u9700\u8981\u586b\u5165\u4ee5\u4e0b\u4fe1\u606f\uff1a<\/p>\n<ul>\n<li><code>DEEPSEEK_API_KEY<\/code>: \u60a8\u7684 <a href=\"https:\/\/www.kdjingpai.com\/ja\/deepseek-chatshena\/\">DeepSeek<\/a> API \u5bc6\u94a5\u3002<\/li>\n<li><code>BOCHA_AI_API_KEY<\/code>\u00a0\/\u00a0<code>BAIDU_AI_SEARCH_API_KEY<\/code>\u00a0\/\u00a0<code>SERPAPI_KEY<\/code>: \u6839\u636e\u60a8\u9009\u62e9\u7684\u641c\u7d22\u5f15\u64ce\uff0c\u586b\u5165\u5bf9\u5e94\u7684 API \u5bc6\u94a5\u3002<\/li>\n<li><code>DB_HOST<\/code>,\u00a0<code>DB_USER<\/code>,\u00a0<code>DB_PASSWORD<\/code>,\u00a0<code>DB_NAME<\/code>: \u60a8\u7684 MySQL \u6570\u636e\u5e93\u8fde\u63a5\u4fe1\u606f\u3002<\/li>\n<li><code>REDIS_HOST<\/code>,\u00a0<code>REDIS_PORT<\/code>: \u60a8\u7684 Redis \u670d\u52a1\u8fde\u63a5\u4fe1\u606f\u3002<\/li>\n<li><code>NEO4J_URL<\/code>,\u00a0<code>NEO4J_USERNAME<\/code>,\u00a0<code>NEO4J_PASSWORD<\/code>: \u60a8\u7684 Neo4j \u6570\u636e\u5e93\u8fde\u63a5\u4fe1\u606f\uff08\u5982\u679c\u4f7f\u7528\uff09\u3002<\/li>\n<\/ul>\n<p><strong>4. \u521d\u59cb\u5316\u6570\u636e\u5e93<\/strong><br \/>\n\u5728\u542f\u52a8\u670d\u52a1\u524d\uff0c\u9700\u8981\u5148\u5728 MySQL \u4e2d\u521b\u5efa\u9879\u76ee\u6240\u9700\u7684\u6570\u636e\u5e93\u3002<\/p>\n<pre><code># \u4f7f\u7528\u60a8\u7684 MySQL root \u7528\u6237\u767b\u5f55\u5e76\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\r\nmysql -u root -p -e \"CREATE DATABASE assist_gen <a href=\"https:\/\/www.kdjingpai.com\/ja\/character-ai\/\">CHARACTER<\/a> SET utf8mb4 COLLATE utf8mb4_unicode_ci;\"\r\n<\/code><\/pre>\n<p><strong>5. \u542f\u52a8\u7cfb\u7edf\u670d\u52a1<\/strong><br \/>\n\u5b8c\u6210\u4ee5\u4e0a\u6240\u6709\u6b65\u9aa4\u540e\uff0c\u8fd0\u884c\u00a0<code>run.py<\/code>\u00a0\u811a\u672c\u6765\u542f\u52a8\u6574\u4e2a\u7cfb\u7edf\u3002<\/p>\n<pre><code># \u542f\u52a8\u540e\u7aef\u670d\u52a1\r\npython run.py\r\n<\/code><\/pre>\n<p>\u670d\u52a1\u6210\u529f\u542f\u52a8\u540e\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee\u4ee5\u4e0b\u5730\u5740\uff1a<\/p>\n<ul>\n<li><strong>\u524d\u7aef\u8bbf\u95ee\u5730\u5740<\/strong>:\u00a0<code>http:\/\/localhost:8000\/<\/code><\/li>\n<li><strong>API \u6587\u6863\u5730\u5740 (Swagger UI)<\/strong>:\u00a0<code>http:\/\/localhost:8000\/docs<\/code><\/li>\n<\/ul>\n<h3><strong>\u90e8\u7f72\u65b9\u5f0f<\/strong><\/h3>\n<p>\u9664\u4e86\u76f4\u63a5\u8fd0\u884c\u6e90\u4ee3\u7801\uff0c\u9879\u76ee\u8fd8\u652f\u6301\u66f4\u7a33\u5b9a\u548c\u4fbf\u6377\u7684 Docker \u90e8\u7f72\u65b9\u5f0f\u3002<\/p>\n<p><strong>\u4f7f\u7528 Docker \u90e8\u7f72 (\u63a8\u8350)<\/strong><br \/>\n\u786e\u4fdd\u60a8\u5df2\u7ecf\u5b89\u88c5\u4e86 Docker\u3002\u5728\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code># 1. \u6784\u5efa Docker \u955c\u50cf\uff0c\u5c06\u5176\u547d\u540d\u4e3a gbc-madai\r\ndocker build -t gbc-madai .\r\n\r\n# 2. \u4ee5\u540e\u53f0\u6a21\u5f0f\u8fd0\u884c\u5bb9\u5668\uff0c\u5e76\u5c06\u672c\u5730\u7684 .env \u6587\u4ef6\u4f5c\u4e3a\u73af\u5883\u53d8\u91cf\u4f20\u5165\r\ndocker run -d -p 8000:8000 --env-file .env gbc-madai\r\n<\/code><\/pre>\n<p><strong>\u524d\u7aef\u72ec\u7acb\u5f00\u53d1<\/strong><br \/>\n\u5982\u679c\u60a8\u9700\u8981\u5bf9\u524d\u7aef\u754c\u9762\u8fdb\u884c\u4fee\u6539\u548c\u5f00\u53d1\uff0c\u53ef\u4ee5\u8fdb\u5165\u00a0<code>gbc_madai_web<\/code>\u00a0\u76ee\u5f55\uff0c\u72ec\u7acb\u8fd0\u884c\u524d\u7aef\u5f00\u53d1\u670d\u52a1\u3002&#8220;`shell<\/p>\n<h1>\u8fdb\u5165\u524d\u7aef\u4ee3\u7801\u76ee\u5f55<\/h1>\n<p>cd ..\/gbc_madai_web<\/p>\n<h1>\u5b89\u88c5\u524d\u7aef\u4f9d\u8d56<\/h1>\n<p>npm install<\/p>\n<h1>\u542f\u52a8\u524d\u7aef\u5f00\u53d1\u670d\u52a1\u5668<\/h1>\n<pre><code>npm run dev\r\n<\/code><\/pre>\n<p>\u524d\u7aef\u5f00\u53d1\u670d\u52a1\u5c06\u5728\u00a0<code>http:\/\/localhost:3000<\/code>\u00a0\u542f\u52a8\uff0c\u5e76\u4f1a\u81ea\u52a8\u5c06 API \u8bf7\u6c42\u4ee3\u7406\u5230\u00a0<code>http:\/\/localhost:8000<\/code>\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u667a\u80fd\u533b\u7597\u54a8\u8be2<\/strong><br \/>\n\u4f5c\u4e3a\u4e00\u4e2a\u865a\u62df\u533b\u751f\u52a9\u624b\uff0c\u53ef\u4ee57&#215;24\u5c0f\u65f6\u5728\u7ebf\u56de\u7b54\u60a3\u8005\u5173\u4e8e\u5e38\u89c1\u75be\u75c5\u3001\u7528\u836f\u5efa\u8bae\u548c\u5065\u5eb7\u751f\u6d3b\u7684\u63d0\u95ee\uff0c\u63d0\u4f9b\u521d\u6b65\u7684\u533b\u7597\u6307\u5f15\u3002<\/li>\n<li><strong>\u4e34\u5e8a\u8f85\u52a9\u51b3\u7b56<\/strong><br \/>\n\u8f85\u52a9\u533b\u751f\u5feb\u901f\u68c0\u7d22\u548c\u5206\u6790\u6700\u65b0\u7684\u533b\u5b66\u6587\u732e\u3001\u4e34\u5e8a\u8bd5\u9a8c\u62a5\u544a\u548c\u6cbb\u7597\u6307\u5357\uff0c\u4e3a\u5236\u5b9a\u66f4\u7cbe\u51c6\u7684\u8bca\u7597\u65b9\u6848\u63d0\u4f9b\u4fe1\u606f\u652f\u6301\u3002<\/li>\n<li><strong>\u533b\u7597\u4fe1\u606f\u68c0\u7d22\u5e73\u53f0<\/strong><br \/>\n\u53ef\u4f5c\u4e3a\u533b\u9662\u6216\u7814\u7a76\u673a\u6784\u5185\u90e8\u7684\u667a\u80fd\u77e5\u8bc6\u5e93\uff0c\u5e2e\u52a9\u5458\u5de5\u5feb\u901f\u67e5\u627e\u5185\u90e8\u89c4\u7ae0\u5236\u5ea6\u3001\u64cd\u4f5c\u6d41\u7a0b\u3001\u75c5\u4f8b\u6863\u6848\u548c\u79d1\u7814\u8d44\u6599\u3002<\/li>\n<li><strong>\u5176\u4ed6\u4e13\u4e1a\u9886\u57df\u5e94\u7528<\/strong><br \/>\n\u7cfb\u7edf\u7684\u6a21\u5757\u5316\u8bbe\u8ba1\u4f7f\u5176\u53ef\u4ee5\u8f7b\u677e\u6269\u5c55\u5230\u7535\u5546\u3001\u91d1\u878d\u3001\u6cd5\u5f8b\u7b49\u5176\u4ed6\u4e13\u4e1a\u9886\u57df\uff0c\u4f5c\u4e3a\u667a\u80fd\u5ba2\u670d\u6216\u4e13\u5bb6\u52a9\u624b\u4f7f\u7528\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u8fd9\u4e2a\u9879\u76ee\u662f\u514d\u8d39\u5f00\u6e90\u7684\u5417\uff1f<\/strong><br \/>\n\u662f\u7684\uff0c\u8be5\u9879\u76ee\u57fa\u4e8e MIT \u8bb8\u53ef\u8bc1\u5b8c\u5168\u5f00\u6e90\uff0c\u60a8\u53ef\u4ee5\u514d\u8d39\u5730\u5728\u4e2a\u4eba\u6216\u5546\u4e1a\u9879\u76ee\u4e2d\u4f7f\u7528\u3001\u4fee\u6539\u548c\u5206\u53d1\u3002<\/li>\n<li><strong>\u90e8\u7f72\u8fd9\u4e2a\u7cfb\u7edf\u9700\u8981\u5177\u5907\u54ea\u4e9b\u6280\u672f\u80cc\u666f\uff1f<\/strong><br \/>\n\u60a8\u9700\u8981\u5bf9 Python \u8bed\u8a00\u548c FastAPI \u6846\u67b6\u6709\u57fa\u672c\u4e86\u89e3\uff0c\u540c\u65f6\u9700\u8981\u638c\u63e1 MySQL \u548c Redis \u6570\u636e\u5e93\u7684\u5b89\u88c5\u548c\u57fa\u672c\u64cd\u4f5c\u3002\u5982\u679c\u9009\u62e9 Docker \u90e8\u7f72\uff0c\u8fd8\u9700\u8981\u719f\u6089 Docker \u7684\u5e38\u7528\u547d\u4ee4\u3002<\/li>\n<li><strong>\u6211\u53ef\u4ee5\u63a5\u5165\u81ea\u5df1\u7684AI\u6a21\u578b\u5417\uff1f<\/strong><br \/>\n\u53ef\u4ee5\u3002\u7cfb\u7edf\u67b6\u6784\u652f\u6301\u63a5\u5165\u4efb\u4f55\u517c\u5bb9 OpenAI API \u6807\u51c6\u7684\u6a21\u578b\u3002\u60a8\u53ea\u9700\u8981\u5728\u00a0<code>.env<\/code>\u00a0\u914d\u7f6e\u6587\u4ef6\u4e2d\u4fee\u6539\u6a21\u578b\u7684 API \u5730\u5740\uff08<code>OLLAMA_BASE_URL<\/code>\u00a0\u6216\u7c7b\u4f3c\u53d8\u91cf\uff09\u548c\u5bc6\u94a5\u5373\u53ef\u3002\u7cfb\u7edf\u672c\u8eab\u5df2\u539f\u751f\u652f\u6301 DeepSeek \u548c Ollama\u3002<\/li>\n<li><strong>\u524d\u7aef\u754c\u9762\u53ef\u4ee5\u88ab\u66ff\u6362\u5417\uff1f<\/strong><br \/>\n\u53ef\u4ee5\u3002\u7cfb\u7edf\u540e\u7aef\u63d0\u4f9b\u4e86\u4e00\u5957\u5b8c\u6574\u7684 REST API\u3002\u60a8\u53ef\u4ee5\u5b8c\u5168\u4e0d\u4f7f\u7528\u9879\u76ee\u81ea\u5e26\u7684\u524d\u7aef\uff0c\u800c\u662f\u6839\u636e API \u6587\u6863\uff08<code>http:\/\/localhost:8000\/docs<\/code>\uff09\u5f00\u53d1\u81ea\u5df1\u7684\u5ba2\u6237\u7aef\u5e94\u7528\uff0c\u4f8b\u5982\u684c\u9762\u7a0b\u5e8f\u3001\u79fb\u52a8 App \u6216\u5c0f\u7a0b\u5e8f\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>GBC MedAI \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u667a\u80fd\u533b\u7597\u52a9\u624b\u7cfb\u7edf\u3002\u5b83\u4f7f\u7528 FastAPI \u4f5c\u4e3a\u540e\u7aef\u6846\u67b6\uff0cVue 3 \u4f5c\u4e3a\u524d\u7aef\u6280\u672f\u6808\u3002\u8fd9\u4e2a\u7cfb\u7edf\u7684\u6838\u5fc3\u80fd\u529b\u5728\u4e8e\u80fd\u591f\u540c\u65f6\u96c6\u6210\u591a\u79cdAI\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u4f8b\u5982 DeepSeek\u3001\u672c\u5730\u90e8\u7f72\u7684 Ollama \u4ee5\u53ca\u5176\u4ed6\u517c\u5bb9 Ope&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[485,20,462,455],"tags":[376,230,243],"class_list":["post-35097","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-customer-service","category-tool","category-ai-marketing","category-knowledge-base","tag-aikefujiqiren","tag-aikaiyuanxiangmu","tag-aizhishikuyukefu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/35097","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=35097"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/35097\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=35097"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=35097"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=35097"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}