{"id":30358,"date":"2025-04-12T00:59:51","date_gmt":"2025-04-11T16:59:51","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30358"},"modified":"2025-07-14T11:56:42","modified_gmt":"2025-07-14T03:56:42","slug":"yuxi-know","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/yuxi-know\/","title":{"rendered":"\u8bed\u6790\uff08Yuxi-Know\uff09\uff1a\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u7684\u667a\u80fd\u95ee\u7b54\u5e73\u53f0"},"content":{"rendered":"<p>Yuxi-Know \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u667a\u80fd\u95ee\u7b54\u5e73\u53f0\uff0c\u7ed3\u5408\u77e5\u8bc6\u56fe\u8c31\u548c RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u6280\u672f\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u83b7\u53d6\u7cbe\u51c6\u7b54\u6848\u3002\u5b83\u57fa\u4e8e Neo4j \u5b58\u50a8\u77e5\u8bc6\u56fe\u8c31\uff0c\u4f7f\u7528 FastAPI \u548c VueJS \u6784\u5efa\u540e\u7aef\u548c\u524d\u7aef\uff0c\u652f\u6301\u591a\u79cd\u5927\u6a21\u578b\uff0c\u5982 OpenAI\u3001DeepSeek\u3001\u8c46\u5305\u7b49\u3002\u7cfb\u7edf\u96c6\u6210\u4e86 Milvus <a href=\"https:\/\/www.kdjingpai.com\/xiangliangshujukushenan\/\">\u5411\u91cf\u6570\u636e\u5e93<\/a>\uff0c\u652f\u6301 PDF\u3001TXT \u7b49\u591a\u79cd\u683c\u5f0f\u7684\u77e5\u8bc6\u5e93\u6587\u4ef6\u3002Yuxi-Know \u63d0\u4f9b\u8054\u7f51\u68c0\u7d22\u3001DeepSeek-R1 \u63a8\u7406\u6a21\u578b\u548c\u5de5\u5177\u8c03\u7528\u529f\u80fd\uff0c\u9002\u5408\u5f00\u53d1\u8005\u6784\u5efa\u77e5\u8bc6\u7ba1\u7406\u6216\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\u3002\u9879\u76ee\u5728 GitHub \u4e0a\u5f00\u6e90\uff0c\u6613\u4e8e\u90e8\u7f72\u548c\u6269\u5c55\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u8bed\u6790\uff08Yuxi-Know\uff09\uff1a\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u7684\u667a\u80fd\u95ee\u7b54\u5e73\u53f0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/56cd110153454c7.jpg\" alt=\"\u8bed\u6790\uff08Yuxi-Know\uff09\uff1a\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u7684\u667a\u80fd\u95ee\u7b54\u5e73\u53f0-1\" \/><\/p>\n<p><img decoding=\"async\" title=\"\u8bed\u6790\uff08Yuxi-Know\uff09\uff1a\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u7684\u667a\u80fd\u95ee\u7b54\u5e73\u53f0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/05b5228facdb1c4.jpg\" alt=\"\u8bed\u6790\uff08Yuxi-Know\uff09\uff1a\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u7684\u667a\u80fd\u95ee\u7b54\u5e73\u53f0-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u591a\u79cd\u5927\u6a21\u578b\u8c03\u7528\uff0c\u5305\u62ec OpenAI\u3001DeepSeek\u3001\u8c46\u5305\u3001\u667a\u8c31\u6e05\u8a00\u7b49\u3002<\/li>\n<li>\u63d0\u4f9b\u77e5\u8bc6\u56fe\u8c31\u67e5\u8be2\uff0c\u57fa\u4e8e Neo4j \u5b58\u50a8\u7ed3\u6784\u5316\u6570\u636e\u3002<\/li>\n<li>\u652f\u6301 <a href=\"https:\/\/www.kdjingpai.com\/rag\/\">RAG<\/a> \u6280\u672f\uff0c\u7ed3\u5408\u77e5\u8bc6\u5e93\u548c\u8054\u7f51\u68c0\u7d22\u751f\u6210\u51c6\u786e\u7b54\u6848\u3002<\/li>\n<li>\u96c6\u6210 <a href=\"https:\/\/www.kdjingpai.com\/deepseek-r1nenglixiang\/\">DeepSeek-R1<\/a> \u63a8\u7406\u6a21\u578b\uff0c\u5904\u7406\u590d\u6742\u903b\u8f91\u95ee\u9898\u3002<\/li>\n<li>\u63d0\u4f9b\u5de5\u5177\u8c03\u7528\u529f\u80fd\uff0c\u901a\u8fc7 API \u6267\u884c\u5916\u90e8\u4efb\u52a1\u3002<\/li>\n<li>\u652f\u6301\u591a\u79cd\u6587\u4ef6\u683c\u5f0f\uff08PDF\u3001TXT\u3001MD\u3001Docx\uff09\u6784\u5efa\u77e5\u8bc6\u5e93\u3002<\/li>\n<li>\u4f7f\u7528 Milvus \u5411\u91cf\u6570\u636e\u5e93\uff0c\u5b58\u50a8\u548c\u68c0\u7d22\u6587\u6863\u5411\u91cf\u3002<\/li>\n<li>\u63d0\u4f9b\u7f51\u9875\u754c\u9762\uff0c\u57fa\u4e8e VueJS\uff0c\u64cd\u4f5c\u7b80\u5355\u76f4\u89c2\u3002<\/li>\n<li>\u652f\u6301\u672c\u5730\u6a21\u578b\u90e8\u7f72\uff0c\u901a\u8fc7 <a href=\"https:\/\/www.kdjingpai.com\/vllm\/\">vLLM<\/a> \u6216 <a href=\"https:\/\/www.kdjingpai.com\/ollama\/\">Ollama<\/a> \u63d0\u4f9b API \u670d\u52a1\u3002<\/li>\n<li>\u5141\u8bb8\u7528\u6237\u81ea\u5b9a\u4e49\u6a21\u578b\u548c\u5411\u91cf\u6a21\u578b\u914d\u7f6e\uff0c\u9002\u914d\u4e0d\u540c\u9700\u6c42\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>Yuxi-Know \u4f7f\u7528 Docker \u90e8\u7f72\uff0c\u7b80\u5316\u5b89\u88c5\u6d41\u7a0b\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong><br \/>\n\u786e\u4fdd\u5b89\u88c5\u4e86 Docker \u548c Docker Compose\u3002\u63a8\u8350\u4f7f\u7528 Linux \u6216 macOS \u7cfb\u7edf\uff0cWindows \u7528\u6237\u9700\u542f\u7528 WSL2\u3002\u68c0\u67e5 Docker \u662f\u5426\u6b63\u5e38\u8fd0\u884c\uff1a<\/p>\n<pre><code>docker --version\r\n<\/code><\/pre>\n<p>\u786e\u4fdd Git \u5df2\u5b89\u88c5\uff0c\u7528\u4e8e\u514b\u9686\u4ee3\u7801\u3002<\/li>\n<li><strong>\u514b\u9686\u9879\u76ee<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u514b\u9686 Yuxi-Know \u4ee3\u7801\u5e93\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/xerrors\/Yuxi-Know.git\r\n<\/code><\/pre>\n<p>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a<\/p>\n<pre><code>cd Yuxi-Know\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/strong><br \/>\nYuxi-Know \u9700\u8981\u914d\u7f6e API \u5bc6\u94a5\u548c\u6a21\u578b\u53c2\u6570\u3002\u590d\u5236\u6a21\u677f\u6587\u4ef6\uff1a<\/p>\n<pre><code>cp src\/.env.template src\/.env\r\n<\/code><\/pre>\n<p>\u4f7f\u7528\u6587\u672c\u7f16\u8f91\u5668\u6253\u5f00\u00a0<code>src\/.env<\/code>\uff0c\u586b\u5165\u5fc5\u8981\u7684\u5bc6\u94a5\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code>SILICONFLOW_API_KEY=sk-\u4f60\u7684\u5bc6\u94a5\r\nDEEPSEEK_API_KEY=\u4f60\u7684\u5bc6\u94a5\r\nTAVILY_API_KEY=\u4f60\u7684\u5bc6\u94a5\r\n<\/code><\/pre>\n<p>\u5982\u679c\u4f7f\u7528\u5176\u4ed6\u6a21\u578b\uff08\u5982 OpenAI\u3001\u8c46\u5305\uff09\uff0c\u6dfb\u52a0\u5bf9\u5e94\u5bc6\u94a5\uff1a<\/p>\n<pre><code>OPENAI_API_KEY=\u4f60\u7684\u5bc6\u94a5\r\nARK_API_KEY=\u4f60\u7684\u5bc6\u94a5\r\n<\/code><\/pre>\n<p>\u9ed8\u8ba4\u4f7f\u7528 <a href=\"https:\/\/www.kdjingpai.com\/siliconflowguiji\/\">SiliconFlow<\/a> \u670d\u52a1\uff0c\u5fc5\u987b\u914d\u7f6e\u00a0<code>SILICONFLOW_API_KEY<\/code>\u3002\u82e5\u4f7f\u7528\u672c\u5730\u6a21\u578b\uff0c\u9700\u914d\u7f6e\u6a21\u578b\u8def\u5f84\uff1a<\/p>\n<pre><code>MODEL_DIR=\/path\/to\/your\/models\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u542f\u52a8\u670d\u52a1<\/strong><br \/>\n\u5728\u9879\u76ee\u6839\u76ee\u5f55\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u542f\u52a8\u6240\u6709\u670d\u52a1\uff1a<\/p>\n<pre><code>docker compose -f docker\/docker-compose.dev.yml --env-file src\/.env up --build\r\n<\/code><\/pre>\n<p>\u8fd9\u4f1a\u542f\u52a8 Neo4j\u3001Milvus\u3001FastAPI \u540e\u7aef\u548c VueJS \u524d\u7aef\u3002\u9996\u6b21\u542f\u52a8\u53ef\u80fd\u9700\u8981\u51e0\u5206\u949f\u3002\u6210\u529f\u540e\uff0c\u7ec8\u7aef\u4f1a\u663e\u793a\uff1a<\/p>\n<pre><code>[+] Running 7\/7\r\n\u2714 Network docker_app-network       Created\r\n\u2714 Container graph-dev              Started\r\n\u2714 Container milvus-etcd-dev        Started\r\n\u2714 Container milvus-minio-dev       Started\r\n\u2714 Container milvus-standalone-dev  Started\r\n\u2714 Container api-dev                Started\r\n\u2714 Container web-dev                Started\r\n<\/code><\/pre>\n<p>\u82e5\u9700\u540e\u53f0\u8fd0\u884c\uff0c\u6dfb\u52a0\u00a0<code>-d<\/code>\u00a0\u53c2\u6570\uff1a<\/p>\n<pre><code>docker compose -f docker\/docker-compose.dev.yml --env-file src\/.env up --build -d\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u8bbf\u95ee\u7cfb\u7edf<\/strong><br \/>\n\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u8bbf\u95ee\u00a0<code>http:\/\/localhost:5173\/<\/code>\uff0c\u5373\u53ef\u8fdb\u5165 Yuxi-Know \u754c\u9762\u3002\u5982\u679c\u65e0\u6cd5\u8bbf\u95ee\uff0c\u68c0\u67e5 Docker \u5bb9\u5668\u72b6\u6001\uff1a<\/p>\n<pre><code>docker ps\r\n<\/code><\/pre>\n<p>\u786e\u4fdd\u6240\u6709\u5bb9\u5668\u90fd\u5728\u8fd0\u884c\u3002\u82e5\u7aef\u53e3\u51b2\u7a81\uff0c\u53ef\u4fee\u6539\u00a0<code>docker-compose.dev.yml<\/code>\u00a0\u4e2d\u7684\u7aef\u53e3\u914d\u7f6e\u3002<\/li>\n<li><strong>\u5173\u95ed\u670d\u52a1<\/strong><br \/>\n\u505c\u6b62\u670d\u52a1\u5e76\u5220\u9664\u5bb9\u5668\uff1a<\/p>\n<pre><code>docker compose -f docker\/docker-compose.dev.yml --env-file src\/.env down\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u4e3b\u8981\u529f\u80fd<\/h3>\n<p>Yuxi-Know \u63d0\u4f9b\u77e5\u8bc6\u56fe\u8c31\u67e5\u8be2\u3001\u77e5\u8bc6\u5e93\u68c0\u7d22\u3001\u8054\u7f51\u68c0\u7d22\u548c\u5de5\u5177\u8c03\u7528\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u64cd\u4f5c\u65b9\u6cd5\uff1a<\/p>\n<ol>\n<li><strong>\u77e5\u8bc6\u56fe\u8c31\u67e5\u8be2<\/strong><br \/>\nYuxi-Know \u4f7f\u7528 Neo4j \u5b58\u50a8\u77e5\u8bc6\u56fe\u8c31\uff0c\u9002\u5408\u67e5\u8be2\u7ed3\u6784\u5316\u6570\u636e\u3002\u4f8b\u5982\uff0c\u67e5\u8be2\u201c\u5317\u4eac\u7684\u9996\u90fd\u662f\u4ec0\u4e48\uff1f\u201d\u7cfb\u7edf\u4f1a\u4ece\u77e5\u8bc6\u56fe\u8c31\u4e2d\u63d0\u53d6\u7b54\u6848\u3002<\/p>\n<ul>\n<li><strong>\u5bfc\u5165\u77e5\u8bc6\u56fe\u8c31<\/strong>\uff1a\u51c6\u5907 JSONL \u683c\u5f0f\u6587\u4ef6\uff0c\u6bcf\u884c\u5305\u542b\u5934\u8282\u70b9\u3001\u5c3e\u8282\u70b9\u548c\u5173\u7cfb\uff0c\u4f8b\u5982\uff1a\n<pre><code>{\"h\": \"\u5317\u4eac\", \"t\": \"\u4e2d\u56fd\", \"r\": \"\u9996\u90fd\"}\r\n<\/code><\/pre>\n<p>\u5728\u754c\u9762\u5bfc\u822a\u5230\u201c\u56fe\u8c31\u7ba1\u7406\u201d\uff0c\u4e0a\u4f20 JSONL \u6587\u4ef6\u3002\u7cfb\u7edf\u4f1a\u81ea\u52a8\u52a0\u8f7d\u5230 Neo4j\u3002<\/li>\n<li><strong>\u8bbf\u95ee Neo4j<\/strong>\uff1a\u542f\u52a8\u540e\uff0c\u53ef\u901a\u8fc7\u00a0<code>http:\/\/localhost:7474\/<\/code>\u00a0\u8bbf\u95ee Neo4j \u9762\u677f\uff0c\u9ed8\u8ba4\u8d26\u6237\u4e3a\u00a0<code>neo4j<\/code>\uff0c\u5bc6\u7801\u4e3a\u00a0<code>0123456789<\/code>\u3002<\/li>\n<li><strong>\u6ce8\u610f<\/strong>\uff1a\u8282\u70b9\u9700\u5305\u542b\u00a0<code>Entity<\/code>\u00a0\u6807\u7b7e\uff0c\u5426\u5219\u65e0\u6cd5\u89e6\u53d1\u7d22\u5f15\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u77e5\u8bc6\u5e93\u68c0\u7d22<\/strong><br \/>\n\u7cfb\u7edf\u652f\u6301\u4e0a\u4f20 PDF\u3001TXT\u3001MD\u3001Docx \u6587\u4ef6\uff0c\u81ea\u52a8\u8f6c\u4e3a\u5411\u91cf\u5b58\u50a8\u5230 Milvus \u6570\u636e\u5e93\u3002\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n<ul>\n<li>\u5728\u754c\u9762\u5bfc\u822a\u5230\u201c\u77e5\u8bc6\u5e93\u7ba1\u7406\u201d\uff0c\u70b9\u51fb\u201c\u4e0a\u4f20\u6587\u4ef6\u201d\u3002<\/li>\n<li>\u9009\u62e9\u6587\u4ef6\uff0c\u7cfb\u7edf\u4f1a\u5c06\u5185\u5bb9\u8f6c\u4e3a\u7eaf\u6587\u672c\uff0c\u4f7f\u7528\u5411\u91cf\u6a21\u578b\uff08\u5982\u00a0<code>BAAI\/bge-m3<\/code>\uff09\u751f\u6210\u5411\u91cf\u5e76\u5b58\u50a8\u3002<\/li>\n<li>\u67e5\u8be2\u65f6\uff0c\u8f93\u5165\u95ee\u9898\uff0c\u5982\uff1a\u201c\u6587\u6863\u4e2d\u63d0\u5230\u7684\u4eba\u5de5\u667a\u80fd\u8d8b\u52bf\u662f\u4ec0\u4e48\uff1f\u201d \u7cfb\u7edf\u4f1a\u68c0\u7d22\u76f8\u5173\u5185\u5bb9\u5e76\u751f\u6210\u7b54\u6848\u3002<\/li>\n<li><strong>\u63d0\u793a<\/strong>\uff1a\u5927\u6587\u4ef6\u5904\u7406\u53ef\u80fd\u8f83\u6162\uff0c\u5efa\u8bae\u5206\u6bb5\u4e0a\u4f20\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8054\u7f51\u68c0\u7d22<\/strong><br \/>\n\u5f53\u672c\u5730\u77e5\u8bc6\u5e93\u65e0\u6cd5\u56de\u7b54\u65f6\uff0c\u7cfb\u7edf\u4f1a\u542f\u7528\u8054\u7f51\u68c0\u7d22\u3002\u786e\u4fdd\u914d\u7f6e\u4e86\u00a0<code>TAVILY_API_KEY<\/code>\u3002\u64cd\u4f5c\u65b9\u6cd5\uff1a<\/p>\n<ul>\n<li>\u5728\u754c\u9762\u8f93\u5165\u95ee\u9898\uff0c\u5982\uff1a\u201c2025 \u5e74\u6700\u65b0\u7684 AI \u6280\u672f\u662f\u4ec0\u4e48\uff1f\u201d<\/li>\n<li>\u7cfb\u7edf\u901a\u8fc7 <a href=\"https:\/\/www.kdjingpai.com\/tavily\/\">Tavily<\/a> API \u6293\u53d6\u7f51\u7edc\u4fe1\u606f\uff0c\u7ed3\u5408\u5927\u6a21\u578b\u751f\u6210\u7b54\u6848\u3002<\/li>\n<li>\u7ed3\u679c\u4f1a\u663e\u793a\u6765\u6e90\u94fe\u63a5\uff0c\u4fbf\u4e8e\u9a8c\u8bc1\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5de5\u5177\u8c03\u7528<\/strong><br \/>\nYuxi-Know \u652f\u6301\u901a\u8fc7 API \u8c03\u7528\u5916\u90e8\u5de5\u5177\uff0c\u4f8b\u5982\u67e5\u8be2\u5929\u6c14\u6216\u6267\u884c\u811a\u672c\u3002\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n<ul>\n<li>\u5728\u00a0<code>src\/static\/models.yaml<\/code>\u00a0\u4e2d\u6dfb\u52a0\u5de5\u5177\u914d\u7f6e\uff1a\n<pre><code>tools:\r\n- name: weather\r\nurl: https:\/\/api.weather.com\/v3\r\napi_key: \u4f60\u7684\u5bc6\u94a5\r\n<\/code><\/pre>\n<\/li>\n<li>\u5728\u754c\u9762\u8f93\u5165\uff1a\u201c\u4e0a\u6d77\u4eca\u5929\u7684\u5929\u6c14\u5982\u4f55\uff1f\u201d \u7cfb\u7edf\u4f1a\u8c03\u7528\u5de5\u5177\u5e76\u8fd4\u56de\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ol>\n<li><strong>DeepSeek-R1 \u63a8\u7406\u6a21\u578b<\/strong><br \/>\nDeepSeek-R1 \u662f Yuxi-Know \u7684\u4eae\u70b9\uff0c\u9002\u5408\u590d\u6742\u63a8\u7406\u4efb\u52a1\u3002\u64cd\u4f5c\u65b9\u6cd5\uff1a<\/p>\n<ul>\n<li>\u786e\u4fdd\u00a0<code>DEEPSEEK_API_KEY<\/code>\u00a0\u6216\u00a0<code>SILICONFLOW_API_KEY<\/code>\u00a0\u5df2\u914d\u7f6e\u3002<\/li>\n<li>\u5728\u754c\u9762\u6a21\u578b\u9009\u62e9\u4e2d\u5207\u6362\u5230\u00a0<code>deepseek-r1-250120<\/code>\u3002<\/li>\n<li>\u8f93\u5165\u95ee\u9898\uff0c\u5982\uff1a\u201c\u4e00\u4e2a\u82f9\u679c\u6bd4\u6a59\u5b50\u8d35 2 \u5143\uff0c\u4e09\u4e2a\u82f9\u679c\u548c\u4e24\u4e2a\u6a59\u5b50\u603b\u4ef7 16 \u5143\uff0c\u6a59\u5b50\u591a\u5c11\u94b1\uff1f\u201d \u7cfb\u7edf\u4f1a\u63a8\u7406\u5e76\u56de\u7b54\uff1a\u201c\u6a59\u5b50 2 \u5143\u3002\u201d<\/li>\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\u80fd\u5904\u7406\u591a\u6b65\u9aa4\u903b\u8f91\u95ee\u9898\uff0c\u7b54\u6848\u66f4\u53ef\u9760\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u591a\u6a21\u578b\u652f\u6301<\/strong><br \/>\n\u7cfb\u7edf\u652f\u6301\u5207\u6362\u591a\u79cd\u6a21\u578b\uff0c\u9002\u914d\u4e0d\u540c\u573a\u666f\u3002\u64cd\u4f5c\u65b9\u6cd5\uff1a<\/p>\n<ul>\n<li>\u5728\u754c\u9762\u53f3\u4e0a\u89d2\u4e0b\u62c9\u83dc\u5355\u9009\u62e9\u6a21\u578b\uff0c\u5982\u00a0<code>Qwen2.5-7B-Instruct<\/code>\uff08SiliconFlow\uff09\u3001<code>gpt-4o<\/code>\uff08OpenAI\uff09\u6216\u00a0<code>doubao-1-5-pro<\/code>\uff08\u8c46\u5305\uff09\u3002<\/li>\n<li>\u6bcf\u79cd\u6a21\u578b\u6709\u4e0d\u540c\u4f18\u52bf\uff0c\u4f8b\u5982\u8c46\u5305\u9002\u5408\u4e2d\u6587\u8bed\u4e49\u7406\u89e3\uff0cOpenAI \u9002\u5408\u590d\u6742\u4efb\u52a1\u3002<\/li>\n<li><strong>\u6dfb\u52a0\u65b0\u6a21\u578b<\/strong>\uff1a\u7f16\u8f91\u00a0<code>src\/static\/models.yaml<\/code>\uff0c\u6dfb\u52a0\u4f9b\u5e94\u5546\u914d\u7f6e\uff0c\u4f8b\u5982\uff1a\n<pre><code>zhipu:\r\nname: <a href=\"https:\/\/www.kdjingpai.com\/chatglm\/\">\u667a\u8c31\u6e05\u8a00<\/a>\r\nurl: https:\/\/api.zhipuai.com\/v1\r\ndefault: glm-4-flash\r\nenv:\r\n- ZHIPUAI_API_KEY\r\n<\/code><\/pre>\n<p>\u91cd\u542f\u670d\u52a1\u540e\uff0c\u65b0\u6a21\u578b\u5373\u53ef\u4f7f\u7528\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u672c\u5730\u6a21\u578b\u90e8\u7f72<\/strong><br \/>\n\u82e5\u9700\u4f7f\u7528\u672c\u5730\u6a21\u578b\uff08\u5982 LLaMA\uff09\uff0c\u53ef\u901a\u8fc7 vLLM \u6216 Ollama \u90e8\u7f72\u3002\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n<ul>\n<li>\u542f\u52a8 vLLM \u670d\u52a1\uff1a\n<pre><code>vllm serve \/path\/to\/model --host 0.0.0.0 --port 8000\r\n<\/code><\/pre>\n<\/li>\n<li>\u5728\u754c\u9762\u201c\u8bbe\u7f6e\u201d\u4e2d\u6dfb\u52a0\u672c\u5730\u6a21\u578b\uff0c\u8f93\u5165 URL\uff08\u5982\u00a0<code>http:\/\/localhost:8000\/v1<\/code>\uff09\u3002<\/li>\n<li>\u4fdd\u5b58\u540e\uff0c\u7cfb\u7edf\u4f1a\u4f18\u5148\u4f7f\u7528\u672c\u5730\u6a21\u578b\uff0c\u9002\u5408\u65e0\u7f51\u7edc\u73af\u5883\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5411\u91cf\u6a21\u578b\u914d\u7f6e<\/strong><br \/>\n\u9ed8\u8ba4\u4f7f\u7528\u00a0<code>BAAI\/bge-m3<\/code>\u00a0\u751f\u6210\u5411\u91cf\u3002\u82e5\u9700\u66f4\u6362\uff0c\u7f16\u8f91\u00a0<code>src\/static\/models.yaml<\/code>\uff1a<\/p>\n<pre><code>local\/nomic-embed-text:\r\nname: nomic-embed-text\r\ndimension: 768\r\n<\/code><\/pre>\n<p>\u672c\u5730\u6a21\u578b\u4f1a\u81ea\u52a8\u4e0b\u8f7d\uff0c\u82e5\u4e0b\u8f7d\u5931\u8d25\uff0c\u53ef\u901a\u8fc7 HF-Mirror \u955c\u50cf\u7ad9\u83b7\u53d6\u3002<\/li>\n<\/ol>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>\u7f51\u7edc\u8981\u6c42<\/strong>\uff1a\u8054\u7f51\u68c0\u7d22\u548c\u6a21\u578b\u8c03\u7528\u9700\u7a33\u5b9a\u7f51\u7edc\uff0c\u5efa\u8bae\u68c0\u67e5\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\u4e2d\u7684\u5bc6\u94a5\u3002<\/li>\n<li><strong>Neo4j \u914d\u7f6e<\/strong>\uff1a\u82e5\u5df2\u6709 Neo4j \u670d\u52a1\uff0c\u53ef\u4fee\u6539\u00a0<code>docker-compose.yml<\/code>\u00a0\u4e2d\u7684\u00a0<code>NEO4J_URI<\/code>\uff0c\u907f\u514d\u91cd\u590d\u90e8\u7f72\u3002<\/li>\n<li><strong>\u955c\u50cf\u4e0b\u8f7d<\/strong>\uff1a\u82e5 Docker \u955c\u50cf\u62c9\u53d6\u5931\u8d25\uff0c\u53ef\u4f7f\u7528 DaoCloud \u955c\u50cf\u7ad9\uff1a\n<pre><code>docker pull m.daocloud.io\/docker.io\/library\/neo4j:latest\r\ndocker tag m.daocloud.io\/docker.io\/library\/neo4j:latest neo4j:latest\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u65e5\u5fd7\u67e5\u770b<\/strong>\uff1a\u82e5\u670d\u52a1\u5f02\u5e38\uff0c\u67e5\u770b\u5bb9\u5668\u65e5\u5fd7\uff1a\n<pre><code>docker logs api-dev\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u4f01\u4e1a\u77e5\u8bc6\u7ba1\u7406<\/strong><br \/>\n\u4f01\u4e1a\u53ef\u5c06\u5185\u90e8\u6587\u6863\uff08\u5982\u64cd\u4f5c\u624b\u518c\u3001\u6280\u672f\u89c4\u8303\uff09\u4e0a\u4f20\u81f3\u77e5\u8bc6\u5e93\uff0c\u6216\u6574\u7406\u6210\u77e5\u8bc6\u56fe\u8c31\u3002\u5458\u5de5\u901a\u8fc7 Yuxi-Know \u67e5\u8be2\u95ee\u9898\uff0c\u5982\u201c\u5982\u4f55\u914d\u7f6e\u670d\u52a1\u5668\uff1f\u201d \u7cfb\u7edf\u5feb\u901f\u8fd4\u56de\u7b54\u6848\uff0c\u51cf\u5c11\u57f9\u8bad\u65f6\u95f4\u3002<\/li>\n<li><strong>\u5b66\u672f\u7814\u7a76\u652f\u6301<\/strong><br \/>\n\u7814\u7a76\u8005\u53ef\u4e0a\u4f20\u8bba\u6587\u6216\u6574\u7406\u5b66\u79d1\u77e5\u8bc6\u56fe\u8c31\u3002\u4f8b\u5982\uff0c\u6784\u5efa\u5316\u5b66\u5206\u5b50\u5173\u7cfb\u56fe\u8c31\uff0c\u67e5\u8be2\u201c\u78b3\u539f\u5b50\u7684\u5316\u5b66\u952e\u6709\u54ea\u4e9b\uff1f\u201d \u7cfb\u7edf\u7ed3\u5408\u56fe\u8c31\u548c\u6587\u6863\u8fd4\u56de\u8be6\u7ec6\u7b54\u6848\uff0c\u8fd8\u80fd\u8054\u7f51\u8865\u5145\u6700\u65b0\u7814\u7a76\u3002<\/li>\n<li><strong>\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf<\/strong><br \/>\n\u5546\u5bb6\u53ef\u5c06\u4ea7\u54c1\u4fe1\u606f\u548c\u5e38\u89c1\u95ee\u9898\u5f55\u5165\u7cfb\u7edf\u3002\u5ba2\u6237\u63d0\u95ee\u201c\u5982\u4f55\u9000\u8d27\uff1f\u201d\u65f6\uff0cYuxi-Know \u4ece\u77e5\u8bc6\u5e93\u63d0\u53d6\u7b54\u6848\uff0c\u6216\u8054\u7f51\u67e5\u8be2\u6700\u65b0\u653f\u7b56\uff0c\u63d0\u4f9b\u51c6\u786e\u56de\u590d\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u5982\u4f55\u4e0a\u4f20\u77e5\u8bc6\u5e93\u6587\u4ef6\uff1f<\/strong><br \/>\n\u5728\u754c\u9762\u5bfc\u822a\u5230\u201c\u77e5\u8bc6\u5e93\u7ba1\u7406\u201d\uff0c\u70b9\u51fb\u201c\u4e0a\u4f20\u201d\uff0c\u9009\u62e9 PDF\u3001TXT\u3001MD \u6216 Docx \u6587\u4ef6\u3002\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5904\u7406\u5e76\u5b58\u50a8\u5230 Milvus \u6570\u636e\u5e93\u3002<\/li>\n<li><strong>\u8054\u7f51\u68c0\u7d22\u9700\u8981\u54ea\u4e9b\u914d\u7f6e\uff1f<\/strong><br \/>\n\u9700\u5728\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\u4e2d\u914d\u7f6e\u00a0<code>TAVILY_API_KEY<\/code>\u3002\u82e5\u65e0\u5bc6\u94a5\uff0c\u53ef\u901a\u8fc7 SiliconFlow \u6216 Tavily \u5b98\u7f51\u6ce8\u518c\u83b7\u53d6\u3002<\/li>\n<li><strong>\u5982\u4f55\u8c03\u8bd5\u672c\u5730\u6a21\u578b\uff1f<\/strong><br \/>\n\u786e\u4fdd vLLM \u6216 Ollama \u670d\u52a1\u76d1\u542c\u00a0<code>0.0.0.0<\/code>\uff0c\u5e76\u5728\u754c\u9762\u201c\u8bbe\u7f6e\u201d\u4e2d\u6dfb\u52a0\u6b63\u786e URL\u3002\u542f\u52a8\u540e\uff0c\u901a\u8fc7\u00a0<code>docker logs api-dev<\/code>\u00a0\u68c0\u67e5\u8fde\u63a5\u72b6\u6001\u3002<\/li>\n<li><strong>\u77e5\u8bc6\u56fe\u8c31\u5bfc\u5165\u5931\u8d25\u600e\u4e48\u529e\uff1f<\/strong><br \/>\n\u68c0\u67e5 JSONL \u6587\u4ef6\u683c\u5f0f\uff0c\u786e\u4fdd\u6bcf\u884c\u5305\u542b\u00a0<code>h<\/code>\u3001<code>t<\/code>\u3001<code>r<\/code>\u00a0\u5b57\u6bb5\u3002\u4e0a\u4f20\u540e\uff0c\u91cd\u542f Neo4j \u670d\u52a1\u5e76\u786e\u8ba4\u8282\u70b9\u5305\u542b\u00a0<code>Entity<\/code>\u00a0\u6807\u7b7e\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Yuxi-Know \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u667a\u80fd\u95ee\u7b54\u5e73\u53f0\uff0c\u7ed3\u5408\u77e5\u8bc6\u56fe\u8c31\u548c RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u6280\u672f\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u83b7\u53d6\u7cbe\u51c6\u7b54\u6848\u3002\u5b83\u57fa\u4e8e Neo4j \u5b58\u50a8\u77e5\u8bc6\u56fe\u8c31\uff0c\u4f7f\u7528 FastAPI \u548c VueJS \u6784\u5efa\u540e\u7aef\u548c\u524d\u7aef\uff0c\u652f\u6301\u591a\u79cd\u5927\u6a21\u578b\uff0c\u5982 OpenAI\u3001D&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62247,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,20,455],"tags":[230,260,243],"class_list":["post-30358","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-tool","category-knowledge-base","tag-aikaiyuanxiangmu","tag-zhishitupu","tag-aizhishikuyukefu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/30358","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=30358"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/30358\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/62247"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=30358"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=30358"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=30358"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}