{"id":19945,"date":"2025-02-01T15:19:49","date_gmt":"2025-02-01T07:19:49","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=19945"},"modified":"2025-02-01T15:19:49","modified_gmt":"2025-02-01T07:19:49","slug":"reflex-llm-examples","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/reflex-llm-examples\/","title":{"rendered":"Reflex LLM Examples\uff1a\u5c55\u793a\u5927\u8bed\u8a00\u6a21\u578b\u5b9e\u9645\u5e94\u7528\u7684AI\u5e94\u7528\u96c6\u5408"},"content":{"rendered":"<p>Reflex LLM Examples\u662f\u4e00\u4e2a\u7531Reflex\u5f00\u53d1\u56e2\u961f\u521b\u5efa\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u5c55\u793a\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u5b9e\u9645\u5e94\u7528\u3002\u8be5\u9879\u76ee\u6c47\u96c6\u4e86\u591a\u4e2a\u57fa\u4e8eReflex\u6784\u5efa\u7684AI\u5e94\u7528\uff0c\u5c55\u793a\u4e86\u6765\u81eaGoogle\u3001Anthropic\u3001OpenAI\u7b49\u63d0\u4f9b\u5546\u7684\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5b9e\u9645\u7528\u4f8b\u3002\u9879\u76ee\u4e2d\u7684\u5e94\u7528\u6db5\u76d6\u4e86AI\u4ee3\u7406\u3001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u5b9e\u73b0\u7b49\uff0c\u65e8\u5728\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u6784\u5efa\u53ef\u6269\u5c55AI\u89e3\u51b3\u65b9\u6848\u7684\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19946\" title=\"Reflex LLM Examples\uff1a\u5c55\u793a\u5927\u8bed\u8a00\u6a21\u578b\u5b9e\u9645\u5e94\u7528\u7684AI\u5e94\u7528\u96c6\u5408-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/55a4366fbbd898a.jpg\" alt=\"Reflex LLM Examples\uff1a\u5c55\u793a\u5927\u8bed\u8a00\u6a21\u578b\u5b9e\u9645\u5e94\u7528\u7684AI\u5e94\u7528\u96c6\u5408-1\" width=\"680\" height=\"340\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/55a4366fbbd898a.jpg 680w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/55a4366fbbd898a-300x150.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/55a4366fbbd898a-18x9.jpg 18w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>AI\u4ee3\u7406<\/strong>\uff1a\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528\u5927\u8bed\u8a00\u6a21\u578b\u6784\u5efa\u667a\u80fd\u4ee3\u7406\uff0c\u5904\u7406\u5404\u79cd\u4efb\u52a1\u3002<\/li>\n<li><strong>\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09<\/strong>\uff1a\u5b9e\u73b0\u4e86\u7ed3\u5408\u68c0\u7d22\u548c\u751f\u6210\u7684\u6280\u672f\uff0c\u63d0\u5347\u751f\u6210\u5185\u5bb9\u7684\u51c6\u786e\u6027\u548c\u76f8\u5173\u6027\u3002<\/li>\n<li><strong>\u591a\u6a21\u6001AI\u4ee3\u7406<\/strong>\uff1a\u652f\u6301\u5904\u7406\u591a\u79cd\u8f93\u5165\u5f62\u5f0f\uff0c\u5982\u6587\u672c\u3001\u56fe\u50cf\u7b49\u3002<\/li>\n<li><strong>\u65b0\u95fb\u4ee3\u7406<\/strong>\uff1a\u4e00\u4e2a\u4e13\u95e8\u7528\u4e8e\u65b0\u95fb\u5185\u5bb9\u5904\u7406\u548c\u751f\u6210\u7684AI\u5e94\u7528\u3002<\/li>\n<li><strong>PDF\u4ea4\u4e92<\/strong>\uff1a\u5b9e\u73b0\u4e86\u4e0ePDF\u6587\u6863\u7684\u4ea4\u4e92\u529f\u80fd\uff0c\u652f\u6301\u4ecePDF\u4e2d\u63d0\u53d6\u4fe1\u606f\u5e76\u751f\u6210\u5185\u5bb9\u3002<\/li>\n<li><strong>GitHub\u4ea4\u4e92<\/strong>\uff1a\u5c55\u793a\u4e86\u5982\u4f55\u4e0eGitHub\u5e73\u53f0\u8fdb\u884c\u4ea4\u4e92\uff0c\u81ea\u52a8\u5904\u7406\u4ee3\u7801\u5e93\u4e2d\u7684\u4fe1\u606f\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\u5230\u672c\u5730\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/reflex-dev\/reflex-llm-examples.git\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55<\/strong>\uff1a\u4f7f\u7528<code>cd<\/code>\u547d\u4ee4\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a<\/li>\n<\/ol>\n<pre><code>   cd reflex-llm-examples\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a\u786e\u4fdd\u5df2\u5b89\u88c5Python\u73af\u5883\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u9879\u76ee\u4f9d\u8d56\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install -r requirements.txt\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528\u6307\u5357<\/h3>\n<h4>AI\u4ee3\u7406<\/h4>\n<ol>\n<li><strong>\u542f\u52a8\u4ee3\u7406<\/strong>\uff1a\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8AI\u4ee3\u7406\uff1a<\/li>\n<\/ol>\n<pre><code>   python ai_agent.py\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u914d\u7f6e\u4ee3\u7406<\/strong>\uff1a\u6839\u636e\u9700\u8981\u4fee\u6539\u914d\u7f6e\u6587\u4ef6<code>config.yaml<\/code>\uff0c\u4ee5\u9002\u5e94\u4e0d\u540c\u7684\u4efb\u52a1\u9700\u6c42\u3002<\/li>\n<\/ol>\n<h4>\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09<\/h4>\n<ol>\n<li><strong>\u542f\u52a8RAG\u5e94\u7528<\/strong>\uff1a\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8RAG\u5e94\u7528\uff1a<\/li>\n<\/ol>\n<pre><code>   python rag_app.py\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u914d\u7f6e\u68c0\u7d22\u6e90<\/strong>\uff1a\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u6307\u5b9a\u68c0\u7d22\u6e90\uff0c\u5982\u6570\u636e\u5e93\u6216API\uff0c\u4ee5\u63d0\u5347\u751f\u6210\u5185\u5bb9\u7684\u51c6\u786e\u6027\u3002<\/li>\n<\/ol>\n<h4>\u591a\u6a21\u6001AI\u4ee3\u7406<\/h4>\n<ol>\n<li><strong>\u542f\u52a8\u591a\u6a21\u6001\u4ee3\u7406<\/strong>\uff1a\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u591a\u6a21\u6001AI\u4ee3\u7406\uff1a<\/li>\n<\/ol>\n<pre><code>   python multi_modal_ai_agent.py\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u8f93\u5165\u591a\u6a21\u6001\u6570\u636e<\/strong>\uff1a\u901a\u8fc7API\u6216\u754c\u9762\u8f93\u5165\u6587\u672c\u3001\u56fe\u50cf\u7b49\u591a\u79cd\u5f62\u5f0f\u7684\u6570\u636e\uff0c\u4ee3\u7406\u5c06\u81ea\u52a8\u5904\u7406\u5e76\u751f\u6210\u7ed3\u679c\u3002<\/li>\n<\/ol>\n<h4>\u65b0\u95fb\u4ee3\u7406<\/h4>\n<ol>\n<li><strong>\u542f\u52a8\u65b0\u95fb\u4ee3\u7406<\/strong>\uff1a\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u65b0\u95fb\u4ee3\u7406\uff1a<\/li>\n<\/ol>\n<pre><code>   python news_agent.py\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u914d\u7f6e\u65b0\u95fb\u6e90<\/strong>\uff1a\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u6307\u5b9a\u65b0\u95fb\u6e90\uff0c\u4ee3\u7406\u5c06\u81ea\u52a8\u6293\u53d6\u5e76\u5904\u7406\u65b0\u95fb\u5185\u5bb9\u3002<\/li>\n<\/ol>\n<h4>PDF\u4ea4\u4e92<\/h4>\n<ol>\n<li><strong>\u542f\u52a8PDF\u4ea4\u4e92\u5e94\u7528<\/strong>\uff1a\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8PDF\u4ea4\u4e92\u5e94\u7528\uff1a<\/li>\n<\/ol>\n<pre><code>   python chat_with_pdf_locally.py\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u4e0a\u4f20PDF\u6587\u4ef6<\/strong>\uff1a\u901a\u8fc7\u754c\u9762\u4e0a\u4f20PDF\u6587\u4ef6\uff0c\u5e94\u7528\u5c06\u81ea\u52a8\u63d0\u53d6\u5e76\u5904\u7406\u5176\u4e2d\u7684\u4fe1\u606f\u3002<\/li>\n<\/ol>\n<h4>GitHub\u4ea4\u4e92<\/h4>\n<ol>\n<li><strong>\u542f\u52a8GitHub\u4ea4\u4e92\u5e94\u7528<\/strong>\uff1a\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8GitHub\u4ea4\u4e92\u5e94\u7528\uff1a<\/li>\n<\/ol>\n<pre><code>   python chat_with_github.py\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u914d\u7f6eGitHub\u4ed3\u5e93<\/strong>\uff1a\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u6307\u5b9aGitHub\u4ed3\u5e93\uff0c\u5e94\u7528\u5c06\u81ea\u52a8\u5904\u7406\u4ed3\u5e93\u4e2d\u7684\u4fe1\u606f\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Reflex LLM Examples\u662f\u4e00\u4e2a\u7531Reflex\u5f00\u53d1\u56e2\u961f\u521b\u5efa\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u5c55\u793a\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u5b9e\u9645\u5e94\u7528\u3002\u8be5\u9879\u76ee\u6c47\u96c6\u4e86\u591a\u4e2a\u57fa\u4e8eReflex\u6784\u5efa\u7684AI\u5e94\u7528\uff0c\u5c55\u793a\u4e86\u6765\u81eaGoogle\u3001Anthropic\u3001OpenAI\u7b49\u63d0\u4f9b\u5546\u7684\u5927\u8bed&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61763,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230],"class_list":["post-19945","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/19945","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=19945"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/19945\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61763"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=19945"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=19945"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=19945"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}