{"id":15425,"date":"2024-12-13T19:19:33","date_gmt":"2024-12-13T11:19:33","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=15425"},"modified":"2024-12-13T19:19:33","modified_gmt":"2024-12-13T11:19:33","slug":"reply-gai","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/reply-gai\/","title":{"rendered":"Reply gAI\uff1a\u81ea\u52a8\u6536\u96c6\u5199\u4f5c\u8005\u63a8\u6587\uff0c\u6a21\u4eff\u4efb\u610fX\u7528\u6237\u7684\u5199\u4f5c\u98ce\u683c"},"content":{"rendered":"<p>Reply gAI \u662f\u4e00\u4e2a\u57fa\u4e8e LangChain \u7684 AI \u5de5\u5177\uff0c\u65e8\u5728\u4e3a\u4efb\u610f X\uff08\u539f Twitter\uff09\u7528\u6237\u521b\u5efa AI \u514b\u9686\u3002\u8be5\u5de5\u5177\u901a\u8fc7\u81ea\u52a8\u6536\u96c6\u7528\u6237\u7684\u63a8\u6587\uff0c\u5e76\u5c06\u5176\u5b58\u50a8\u5728\u957f\u671f\u8bb0\u5fc6\u4e2d\uff0c\u5229\u7528\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u6280\u672f\u751f\u6210\u4e0e\u7528\u6237\u72ec\u7279\u5199\u4f5c\u98ce\u683c\u548c\u89c2\u70b9\u76f8\u5339\u914d\u7684\u56de\u590d\u3002Reply gAI \u901a\u8fc7 <a href=\"https:\/\/www.kdjingpai.com\/de\/langgraph\/\">LangGraph<\/a> \u521b\u5efa\u5de5\u4f5c\u6d41\uff0c\u6a21\u4eff X \u7528\u6237\u7684\u5199\u4f5c\u98ce\u683c\uff0c\u786e\u4fdd\u751f\u6210\u7684\u56de\u590d\u5177\u6709\u4e0a\u4e0b\u6587\u76f8\u5173\u6027\u548c\u4e2a\u6027\u5316\u7279\u70b9\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u914d\u7f6e API \u5bc6\u94a5\u548c\u6307\u5b9a X \u7528\u6237\u53e5\u67c4\uff0c\u8f7b\u677e\u542f\u52a8\u548c\u4f7f\u7528\u8be5\u5de5\u5177\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-15426\" title=\"Reply gAI\uff1a\u81ea\u52a8\u6536\u96c6\u5199\u4f5c\u8005\u63a8\u6587\uff0c\u6a21\u4eff\u4efb\u610fX\u7528\u6237\u7684\u5199\u4f5c\u98ce\u683c-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/513239a1bd8d66b.jpg\" alt=\"Reply gAI\uff1a\u81ea\u52a8\u6536\u96c6\u5199\u4f5c\u8005\u63a8\u6587\uff0c\u6a21\u4eff\u4efb\u610fX\u7528\u6237\u7684\u5199\u4f5c\u98ce\u683c-1\" width=\"604\" height=\"643\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/513239a1bd8d66b.jpg 1089w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/513239a1bd8d66b-282x300.jpg 282w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/513239a1bd8d66b-963x1024.jpg 963w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/513239a1bd8d66b-768x817.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/513239a1bd8d66b-11x12.jpg 11w\" sizes=\"auto, (max-width: 604px) 100vw, 604px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u81ea\u52a8\u6536\u96c6 X \u7528\u6237\u7684\u63a8\u6587\u5e76\u5b58\u50a8\u5728\u957f\u671f\u8bb0\u5fc6\u4e2d<\/li>\n<li>\u5229\u7528 <a href=\"https:\/\/www.kdjingpai.com\/de\/rag\/\">RAG<\/a> \u6280\u672f\u751f\u6210\u4e0e\u7528\u6237\u5199\u4f5c\u98ce\u683c\u5339\u914d\u7684\u56de\u590d<\/li>\n<li>\u652f\u6301\u901a\u8fc7 LangGraph \u521b\u5efa\u5de5\u4f5c\u6d41<\/li>\n<li>\u63d0\u4f9b\u672c\u5730\u8fd0\u884c\u7684 LangGraph \u670d\u52a1\u5668\u8fdb\u884c\u5f00\u53d1\u548c\u6301\u4e45\u5316\u5b58\u50a8<\/li>\n<li>\u652f\u6301\u8bed\u4e49\u641c\u7d22\u548c\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u56de\u590d\u751f\u6210<\/li>\n<li>\u63d0\u4f9b\u53ef\u89c6\u5316\u754c\u9762\u67e5\u770b\u5b58\u50a8\u7684\u63a8\u6587<\/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>\u514b\u9686\u4ed3\u5e93\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/langchain-ai\/reply_gAI.git\r\ncd reply_gAI\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u5b89\u88c5\u4f9d\u8d56\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install -r requirements.txt\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u914d\u7f6e API \u5bc6\u94a5\uff1a<\/li>\n<\/ol>\n<pre><code>   export ANTHROPIC_API_KEY=&lt;your_anthropic_api_key&gt;\r\nexport ARCADE_API_KEY=&lt;your_arcade_api_key&gt;\r\nexport ARCADE_USER_ID=&lt;your_arcade_user_id&gt;\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li>\u542f\u52a8 LangGraph \u670d\u52a1\u5668\uff1a<\/li>\n<\/ol>\n<pre><code>   uvx --refresh --from \"langgraph-cli [inmem]\" --with-editable . --python 3.11 langgraph dev\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<ol>\n<li>\u5728\u914d\u7f6e\u9009\u9879\u5361\u4e2d\u6dfb\u52a0\u4efb\u610f X \u7528\u6237\u7684\u53e5\u67c4\u3002<\/li>\n<li>\u901a\u8fc7 LangGraph Studio \u53ef\u89c6\u5316\u754c\u9762\u67e5\u770b\u548c\u7ba1\u7406\u5b58\u50a8\u7684\u63a8\u6587\u3002<\/li>\n<li>\u4e0e\u6307\u5b9a\u7528\u6237\u7684 AI \u514b\u9686\u8fdb\u884c\u4e92\u52a8\uff0c\u751f\u6210\u4e2a\u6027\u5316\u56de\u590d\u3002<\/li>\n<\/ol>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ul>\n<li><strong>\u63a8\u6587\u6536\u96c6<\/strong>\uff1a\u4f7f\u7528 Arcade API X \u5de5\u5177\u5305\u4ece\u6307\u5b9a X \u7528\u6237\u83b7\u53d6\u8fc7\u53bb 7 \u5929\u7684\u63a8\u6587\uff0c\u5e76\u5b58\u50a8\u5728 LangGraph \u670d\u52a1\u5668\u7684\u5185\u5b58\u5b58\u50a8\u4e2d\u3002<\/li>\n<li><strong>\u56de\u590d\u751f\u6210<\/strong>\uff1a\u5229\u7528 RAG \u6280\u672f\uff0c\u6839\u636e\u5b58\u50a8\u7684\u63a8\u6587\u751f\u6210\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u56de\u590d\uff0c\u6a21\u4eff\u7528\u6237\u7684\u5199\u4f5c\u98ce\u683c\u3002<\/li>\n<li><strong>\u957f\u65f6\u8bb0\u5fc6<\/strong>\uff1a\u63a8\u6587\u5b58\u50a8\u5728\u672c\u5730\u8fd0\u884c\u7684 LangGraph \u670d\u52a1\u5668\u4e2d\uff0c\u4f7f\u7528 Postgres \u8fdb\u884c\u6301\u4e45\u5316\u5b58\u50a8\u3002<\/li>\n<li><strong>\u53ef\u89c6\u5316\u7ba1\u7406<\/strong>\uff1a\u901a\u8fc7 LangGraph Studio \u67e5\u770b\u548c\u7ba1\u7406\u5b58\u50a8\u7684\u63a8\u6587\uff0c\u786e\u4fdd\u56de\u590d\u751f\u6210\u4f7f\u7528\u6700\u65b0\u548c\u76f8\u5173\u7684\u6570\u636e\u3002<\/li>\n<\/ul>\n<h3>\u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u63a8\u6587\u6536\u96c6<\/strong>\uff1a\u7cfb\u7edf\u81ea\u52a8\u5237\u65b0\u63a8\u6587\uff0c\u786e\u4fdd\u4f7f\u7528\u6700\u65b0\u6570\u636e\u751f\u6210\u56de\u590d\u3002<\/li>\n<li><strong>\u56de\u590d\u751f\u6210<\/strong>\uff1a\u6839\u636e\u63a8\u6587\u5185\u5bb9\u548c\u7528\u6237\u5199\u4f5c\u98ce\u683c\u751f\u6210\u4e2a\u6027\u5316\u56de\u590d\uff0c\u786e\u4fdd\u4e0a\u4e0b\u6587\u76f8\u5173\u6027\u3002<\/li>\n<li><strong>\u957f\u65f6\u8bb0\u5fc6\u7ba1\u7406<\/strong>\uff1a\u63a8\u6587\u5b58\u50a8\u5728 LangGraph \u670d\u52a1\u5668\u4e2d\uff0c\u652f\u6301\u8bed\u4e49\u641c\u7d22\u548c\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u56de\u590d\u751f\u6210\u3002<\/li>\n<li><strong>\u53ef\u89c6\u5316\u754c\u9762<\/strong>\uff1a\u901a\u8fc7 LangGraph Studio \u67e5\u770b\u548c\u7ba1\u7406\u5b58\u50a8\u7684\u63a8\u6587\uff0c\u786e\u4fdd\u6570\u636e\u7684\u53ef\u89c6\u5316\u548c\u6613\u7528\u6027\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Reply gAI \u662f\u4e00\u4e2a\u57fa\u4e8e LangChain \u7684 AI \u5de5\u5177\uff0c\u65e8\u5728\u4e3a\u4efb\u610f X\uff08\u539f Twitter\uff09\u7528\u6237\u521b\u5efa AI \u514b\u9686\u3002\u8be5\u5de5\u5177\u901a\u8fc7\u81ea\u52a8\u6536\u96c6\u7528\u6237\u7684\u63a8\u6587\uff0c\u5e76\u5c06\u5176\u5b58\u50a8\u5728\u957f\u671f\u8bb0\u5fc6\u4e2d\uff0c\u5229\u7528\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u6280\u672f\u751f\u6210\u4e0e\u7528\u6237\u72ec\u7279\u5199\u4f5c\u98ce\u683c\u548c\u89c2\u70b9\u76f8&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61415,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[213],"class_list":["post-15425","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aijiaosebanyan"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/15425","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=15425"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/15425\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61415"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=15425"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=15425"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=15425"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}