{"id":20494,"date":"2025-02-08T00:38:54","date_gmt":"2025-02-07T16:38:54","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=20494"},"modified":"2025-02-08T00:40:17","modified_gmt":"2025-02-07T16:40:17","slug":"llm-rag-longevity-coach","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/llm-rag-longevity-coach\/","title":{"rendered":"\u57fa\u4e8eRAG\u6784\u5efa\u63d0\u4f9b\u5065\u5eb7\u5efa\u8bae\u7684\u5c0f\u52a9\u624b\uff08\u5b9e\u9a8c\u9879\u76ee\uff09"},"content":{"rendered":"<p>LLM-RAG-Longevity-Coach \u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u6280\u672f\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u65e8\u5728\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u5065\u5eb7\u548c\u957f\u5bff\u5efa\u8bae\u3002\u8be5\u9879\u76ee\u7531 Tyler Burleigh \u5f00\u53d1\uff0c\u5229\u7528 Streamlit \u6784\u5efa\u7528\u6237\u754c\u9762\uff0c\u901a\u8fc7\u68c0\u7d22\u76f8\u5173\u5065\u5eb7\u6570\u636e\uff08\u5982\u57fa\u56e0\u53d8\u5f02\u3001\u5b9e\u9a8c\u5ba4\u7ed3\u679c\u3001\u8865\u5145\u5242\u4fe1\u606f\uff09\u6765\u751f\u6210\u7cbe\u51c6\u7684\u5065\u5eb7\u5efa\u8bae\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u804a\u5929\u754c\u9762\u8f93\u5165\u5065\u5eb7\u6216\u957f\u5bff\u76f8\u5173\u95ee\u9898\uff0c\u7cfb\u7edf\u4f1a\u6839\u636e\u7528\u6237\u7684\u5177\u4f53\u60c5\u51b5\u63d0\u4f9b\u5b9a\u5236\u5316\u7684\u5efa\u8bae\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u7ba1\u7406\u5065\u5eb7\u548c\u5ef6\u957f\u5bff\u547d\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-20495\" title=\"\u57fa\u4e8eRAG\u6784\u5efa\u7684\u63d0\u4f9b\u5065\u5eb7\u5efa\u8bae\u7684\u5c0f\u52a9\u624b\uff08\u5b9e\u9a8c\u9879\u76ee\uff09-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/46a394b8eae5478.png\" alt=\"\u57fa\u4e8eRAG\u6784\u5efa\u7684\u63d0\u4f9b\u5065\u5eb7\u5efa\u8bae\u7684\u5c0f\u52a9\u624b\uff08\u5b9e\u9a8c\u9879\u76ee\uff09-1\" width=\"954\" height=\"612\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/46a394b8eae5478.png 954w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/46a394b8eae5478-768x493.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/46a394b8eae5478-18x12.png 18w\" sizes=\"auto, (max-width: 954px) 100vw, 954px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-20496\" title=\"\u57fa\u4e8eRAG\u6784\u5efa\u7684\u63d0\u4f9b\u5065\u5eb7\u5efa\u8bae\u7684\u5c0f\u52a9\u624b\uff08\u5b9e\u9a8c\u9879\u76ee\uff09-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/e049d1ae07d00be.png\" alt=\"\u57fa\u4e8eRAG\u6784\u5efa\u7684\u63d0\u4f9b\u5065\u5eb7\u5efa\u8bae\u7684\u5c0f\u52a9\u624b\uff08\u5b9e\u9a8c\u9879\u76ee\uff09-1\" width=\"953\" height=\"612\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/e049d1ae07d00be.png 953w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/e049d1ae07d00be-768x493.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/e049d1ae07d00be-18x12.png 18w\" sizes=\"auto, (max-width: 953px) 100vw, 953px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u4e2a\u6027\u5316\u5065\u5eb7\u5efa\u8bae<\/strong>\uff1a\u6839\u636e\u7528\u6237\u7684\u57fa\u56e0\u6570\u636e\u3001\u5b9e\u9a8c\u5ba4\u7ed3\u679c\u548c\u8865\u5145\u5242\u4fe1\u606f\uff0c\u63d0\u4f9b\u5b9a\u5236\u5316\u7684\u5065\u5eb7\u548c\u957f\u5bff\u5efa\u8bae\u3002<\/li>\n<li><strong>Streamlit \u524d\u7aef<\/strong>\uff1a\u7528\u6237\u754c\u9762\u91c7\u7528 Streamlit \u6784\u5efa\uff0c\u7b80\u6d01\u76f4\u89c2\uff0c\u4fbf\u4e8e\u7528\u6237\u8f93\u5165\u548c\u67e5\u770b\u5efa\u8bae\u3002<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u68c0\u7d22<\/strong>\uff1a\u4f7f\u7528 <a href=\"https:\/\/www.kdjingpai.com\/de\/rag\/\">RAG<\/a> \u6280\u672f\u4ece\u5927\u91cf\u5065\u5eb7\u6570\u636e\u4e2d\u68c0\u7d22\u76f8\u5173\u4fe1\u606f\uff0c\u786e\u4fdd\u751f\u6210\u7684\u5efa\u8bae\u7cbe\u51c6\u4e14\u76f8\u5173\u3002<\/li>\n<li><strong>\u6210\u672c\u548c\u51c6\u786e\u6027\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u68c0\u7d22\u76f8\u5173\u6570\u636e\uff0c\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u6570\u636e\u4f20\u8f93\uff0c\u51cf\u5c11\u5904\u7406\u6210\u672c\uff0c\u63d0\u9ad8\u5efa\u8bae\u7684\u51c6\u786e\u6027\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u514b\u9686\u9879\u76ee<\/strong>\uff1a\u5728\u7ec8\u7aef\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u514b\u9686\u9879\u76ee\u4ee3\u7801\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/tylerburleigh\/LLM-RAG-Longevity-Coach.git\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\u5e76\u5b89\u88c5\u6240\u9700\u4f9d\u8d56\uff1a<\/li>\n<\/ol>\n<pre><code>   cd LLM-RAG-Longevity-Coach\r\npip install -r requirements.txt\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u8fd0\u884c\u5e94\u7528<\/strong>\uff1a\u4f7f\u7528 Streamlit \u8fd0\u884c\u5e94\u7528\uff1a<\/li>\n<\/ol>\n<pre><code>   streamlit run app.py\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528\u6307\u5357<\/h3>\n<ol>\n<li><strong>\u8f93\u5165\u5065\u5eb7\u95ee\u9898<\/strong>\uff1a\u5728\u804a\u5929\u754c\u9762\u4e2d\u8f93\u5165\u60a8\u7684\u5065\u5eb7\u6216\u957f\u5bff\u76f8\u5173\u95ee\u9898\uff0c\u4f8b\u5982\u201c\u6839\u636e\u6211\u7684\u57fa\u56e0\u548c\u5b9e\u9a8c\u5ba4\u7ed3\u679c\uff0c\u6211\u5e94\u8be5\u8003\u8651\u54ea\u4e9b\u8865\u5145\u5242\uff1f\u201d<\/li>\n<li><strong>\u67e5\u770b\u5efa\u8bae<\/strong>\uff1a\u7cfb\u7edf\u4f1a\u68c0\u7d22\u76f8\u5173\u5065\u5eb7\u6570\u636e\uff0c\u5e76\u751f\u6210\u4e2a\u6027\u5316\u7684\u5065\u5eb7\u5efa\u8bae\uff0c\u663e\u793a\u5728\u804a\u5929\u754c\u9762\u4e2d\u3002<\/li>\n<li><strong>\u4e86\u89e3\u4e2d\u95f4\u6b65\u9aa4<\/strong>\uff1a\u5e94\u7528\u4f1a\u5c55\u793a\u751f\u6210\u5efa\u8bae\u7684\u4e2d\u95f4\u6b65\u9aa4\uff0c\u5e2e\u52a9\u7528\u6237\u7406\u89e3\u5efa\u8bae\u7684\u6765\u6e90\u548c\u4f9d\u636e\u3002<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u542f\u52a8\u5e94\u7528<\/strong>\uff1a\u6309\u7167\u5b89\u88c5\u6d41\u7a0b\u542f\u52a8\u5e94\u7528\u540e\uff0c\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u672c\u5730\u8fd0\u884c\u7684 Streamlit \u5e94\u7528\u3002<\/li>\n<li><strong>\u8f93\u5165\u95ee\u9898<\/strong>\uff1a\u5728\u804a\u5929\u6846\u4e2d\u8f93\u5165\u60a8\u7684\u5065\u5eb7\u95ee\u9898\uff0c\u5c3d\u91cf\u8be6\u7ec6\u63cf\u8ff0\u60a8\u7684\u60c5\u51b5\uff0c\u4ee5\u4fbf\u7cfb\u7edf\u63d0\u4f9b\u66f4\u7cbe\u51c6\u7684\u5efa\u8bae\u3002<\/li>\n<li><strong>\u67e5\u770b\u7ed3\u679c<\/strong>\uff1a\u7cfb\u7edf\u4f1a\u6839\u636e\u60a8\u7684\u8f93\u5165\uff0c\u68c0\u7d22\u76f8\u5173\u5065\u5eb7\u6570\u636e\uff0c\u5e76\u751f\u6210\u4e2a\u6027\u5316\u7684\u5efa\u8bae\u3002\u60a8\u53ef\u4ee5\u5728\u804a\u5929\u754c\u9762\u4e2d\u67e5\u770b\u5b8c\u6574\u7684\u5efa\u8bae\u548c\u4e2d\u95f4\u6b65\u9aa4\u3002<\/li>\n<li><strong>\u8c03\u6574\u8f93\u5165<\/strong>\uff1a\u5982\u679c\u5bf9\u5efa\u8bae\u4e0d\u6ee1\u610f\uff0c\u53ef\u4ee5\u8c03\u6574\u8f93\u5165\u95ee\u9898\u7684\u63cf\u8ff0\uff0c\u63d0\u4f9b\u66f4\u591a\u7ec6\u8282\u6216\u66f4\u5177\u4f53\u7684\u95ee\u9898\uff0c\u7cfb\u7edf\u4f1a\u91cd\u65b0\u751f\u6210\u5efa\u8bae\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>LLM-RAG-Longevity-Coach \u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u6280\u672f\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u65e8\u5728\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u5065\u5eb7\u548c\u957f\u5bff\u5efa\u8bae\u3002\u8be5\u9879\u76ee\u7531 Tyler Burleigh \u5f00\u53d1\uff0c\u5229\u7528 Streamlit \u6784\u5efa\u7528\u6237\u754c&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61792,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,372],"class_list":["post-20494","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-shenghuozhushou"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/20494","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=20494"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/20494\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61792"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=20494"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=20494"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=20494"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}