{"id":18595,"date":"2025-01-17T10:53:50","date_gmt":"2025-01-17T02:53:50","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=18595"},"modified":"2025-01-17T10:56:52","modified_gmt":"2025-01-17T02:56:52","slug":"agent-service-toolkit","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/agent-service-toolkit\/","title":{"rendered":"Agent Service Toolkit\uff1a\u57fa\u4e8eLangGraph\u6784\u5efaAI\u667a\u80fd\u4f53\u7684\u5b8c\u6574\u5de5\u5177\u96c6"},"content":{"rendered":"<p>AI Agent Service Toolkit \u662f\u4e00\u4e2a\u57fa\u4e8eLangGraph\u3001FastAPI\u548cStreamlit\u6784\u5efa\u7684\u5b8c\u6574\u5de5\u5177\u96c6\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u6784\u5efa\u548c\u8fd0\u884cAI\u4ee3\u7406\u670d\u52a1\u3002\u8be5\u5de5\u5177\u5305\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7075\u6d3b\u7684\u6846\u67b6\uff0c\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u4ee3\u7406\u7684\u529f\u80fd\u4e0e\u4ea4\u4e92\u65b9\u5f0f\uff0c\u9002\u5408\u4e8e\u5404\u79cd\u5e94\u7528\u573a\u666f\u3002\u65e0\u8bba\u662f\u5f00\u53d1\u804a\u5929\u673a\u5668\u4eba\u3001\u6570\u636e\u5206\u6790\u5de5\u5177\uff0c\u8fd8\u662f\u5176\u4ed6\u57fa\u4e8eAI\u7684\u670d\u52a1\uff0c\u7528\u6237\u90fd\u53ef\u4ee5\u5229\u7528\u8be5\u5de5\u5177\u5305\u5feb\u901f\u5b9e\u73b0\u3002\u5de5\u5177\u5305\u7684\u8bbe\u8ba1\u8003\u8651\u5230\u4e86\u6613\u7528\u6027\u548c\u53ef\u6269\u5c55\u6027\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u914d\u7f6e\u548c\u4ee3\u7801\u4fee\u6539\uff0c\u8f7b\u677e\u96c6\u6210\u6240\u9700\u7684\u529f\u80fd\u3002<\/p>\n<div style=\"width: 1225px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"\" title=\"Agent Service Toolkit\uff1a\u57fa\u4e8eLangGraph\u6784\u5efaAI\u667a\u80fd\u4f53\u7684\u5b8c\u6574\u5de5\u5177\u96c6-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/5432d21fef62781.png\" alt=\"Agent Service Toolkit\uff1a\u57fa\u4e8eLangGraph\u6784\u5efaAI\u667a\u80fd\u4f53\u7684\u5b8c\u6574\u5de5\u5177\u96c6-1\" width=\"1215\" height=\"724\" \/><p class=\"wp-caption-text\">\u4f53\u9a8c\u5730\u5740\uff1ahttps:\/\/agent-service-toolkit.streamlit.app\/<\/p><\/div>\n<p>&nbsp;<\/p>\n<div style=\"width: 1011px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-21368\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/3255806ed32c2b4.png\" width=\"1619\" height=\"819\" alt=\"Agent Service Toolkit\uff1a\u57fa\u4e8eLangGraph\u6784\u5efaAI\u667a\u80fd\u4f53\u7684\u5b8c\u6574\u5de5\u5177\u96c6-1\" title=\"Agent Service Toolkit\uff1a\u57fa\u4e8eLangGraph\u6784\u5efaAI\u667a\u80fd\u4f53\u7684\u5b8c\u6574\u5de5\u5177\u96c6-1\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/3255806ed32c2b4.png 1619w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/3255806ed32c2b4-768x389.png 768w\" sizes=\"auto, (max-width: 1619px) 100vw, 1619px\" \/><p class=\"wp-caption-text\">Agent Service Toolkit \u67b6\u6784<\/p><\/div>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>LangGraph \u4ee3\u7406<\/strong>\u00a0\uff1a\u4f7f\u7528 <a href=\"https:\/\/www.kdjingpai.com\/de\/langgraph\/\">LangGraph<\/a> \u6846\u67b6\u6784\u5efa\u7684\u53ef\u5b9a\u5236\u4ee3\u7406\u3002<\/li>\n<li><strong>FastAPI \u670d\u52a1<\/strong>\u00a0\uff1a\u63d0\u4f9b\u6d41\u5f0f\u548c\u975e\u6d41\u5f0f\u7aef\u70b9\u7684\u670d\u52a1\u3002<\/li>\n<li><strong>\u9ad8\u7ea7\u6d41\u5f0f\u5904\u7406<\/strong>\u00a0\uff1a\u652f\u6301\u57fa\u4e8e\u4ee4\u724c\u548c\u6d88\u606f\u7684\u6d41\u5f0f\u5904\u7406\u3002<\/li>\n<li><strong>\u5185\u5bb9\u5ba1\u6838<\/strong>\u00a0\uff1a\u5b9e\u73b0 LlamaGuard \u8fdb\u884c\u5185\u5bb9\u5ba1\u6838\uff08\u9700\u8981 <a href=\"https:\/\/www.kdjingpai.com\/de\/groqaidamoxingbai\/\">Groq<\/a> API \u5bc6\u94a5\uff09\u3002<\/li>\n<li><strong>Streamlit \u754c\u9762<\/strong>\u00a0\uff1a\u63d0\u4f9b\u4e0e\u4ee3\u7406\u4ea4\u4e92\u7684\u7528\u6237\u53cb\u597d\u804a\u5929\u754c\u9762\u3002<\/li>\n<li><strong>\u591a\u4ee3\u7406\u652f\u6301<\/strong>\u00a0\uff1a\u5728\u670d\u52a1\u4e2d\u8fd0\u884c\u591a\u4e2a\u4ee3\u7406\u5e76\u901a\u8fc7 URL \u8def\u5f84\u8c03\u7528\u3002<\/li>\n<li><strong>\u5f02\u6b65\u8bbe\u8ba1<\/strong>\u00a0\uff1a\u5229\u7528 async\/await \u9ad8\u6548\u5904\u7406\u5e76\u53d1\u8bf7\u6c42\u3002<\/li>\n<li><strong>\u53cd\u9988\u673a\u5236<\/strong>\u00a0\uff1a\u5305\u62ec\u4e0e LangSmith \u96c6\u6210\u7684\u57fa\u4e8e\u661f\u7ea7\u7684\u53cd\u9988\u7cfb\u7edf\u3002<\/li>\n<li><strong>\u52a8\u6001\u5143\u6570\u636e<\/strong>\u00a0\uff1a\/info \u7aef\u70b9\u63d0\u4f9b\u6709\u5173\u670d\u52a1\u548c\u53ef\u7528\u4ee3\u7406\u53ca\u6a21\u578b\u7684\u52a8\u6001\u914d\u7f6e\u5143\u6570\u636e\u3002<\/li>\n<li><strong>Docker \u652f\u6301<\/strong>\u00a0\uff1a\u5305\u62ec Dockerfiles \u548c docker compose \u6587\u4ef6\uff0c\u4fbf\u4e8e\u5f00\u53d1\u548c\u90e8\u7f72\u3002<\/li>\n<li><strong>\u6d4b\u8bd5<\/strong>\u00a0\uff1a\u5305\u62ec\u5b8c\u6574\u7684\u5355\u5143\u548c\u96c6\u6210\u6d4b\u8bd5\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u76f4\u63a5\u5728 Python \u4e2d\u8fd0\u884c<\/strong>\u00a0\uff1a\n<ul>\n<li>\u786e\u4fdd\u81f3\u5c11\u6709\u4e00\u4e2a LLM API \u5bc6\u94a5\uff1a<\/li>\n<\/ul>\n<pre><code>echo 'OPENAI_API_KEY=your_openai_api_key' &gt;&gt; .env\r\n<\/code><\/pre>\n<ul>\n<li>\u5b89\u88c5\u4f9d\u8d56\u9879\u5e76\u540c\u6b65\uff1a<\/li>\n<\/ul>\n<pre><code>pip install uv\r\nuv <a href=\"https:\/\/www.kdjingpai.com\/de\/sync\/\">sync<\/a> --frozen\r\n<\/code><\/pre>\n<ul>\n<li>\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u5e76\u8fd0\u884c\u670d\u52a1\uff1a<\/li>\n<\/ul>\n<pre><code>source .venv\/bin\/activate\r\npython src\/run_service.py\r\n<\/code><\/pre>\n<ul>\n<li>\u5728\u53e6\u4e00\u4e2a\u7ec8\u7aef\u4e2d\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u5e76\u8fd0\u884c Streamlit \u5e94\u7528\uff1a<\/li>\n<\/ul>\n<pre><code>source .venv\/bin\/activate\r\nstreamlit run src\/streamlit_app.py\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4f7f\u7528 Docker \u8fd0\u884c<\/strong>\u00a0\uff1a\n<ul>\n<li>\u786e\u4fdd\u81f3\u5c11\u6709\u4e00\u4e2a LLM API \u5bc6\u94a5\uff1a<br \/>\n<code>bash echo 'OPENAI_API_KEY=your_openai_api_key' &gt;&gt; .env <\/code><\/li>\n<li>\u4f7f\u7528 Docker Compose \u8fd0\u884c\uff1a<br \/>\n<code>bash docker compose up <\/code><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>LangGraph \u4ee3\u7406<\/strong>\u00a0\uff1a\n<ul>\n<li>\u5b9a\u4e49\u4ee3\u7406\uff1a\u5728\u00a0<code>src\/agents\/<\/code>\u00a0\u76ee\u5f55\u4e2d\u5b9a\u4e49\u5177\u6709\u4e0d\u540c\u80fd\u529b\u7684\u4ee3\u7406\u3002<\/li>\n<li>\u914d\u7f6e\u4ee3\u7406\uff1a\u4f7f\u7528\u00a0<code>langgraph.json<\/code>\u00a0\u6587\u4ef6\u914d\u7f6e\u4ee3\u7406\u7684\u884c\u4e3a\u548c\u8bbe\u7f6e\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>FastAPI \u670d\u52a1<\/strong>\u00a0\uff1a\n<ul>\n<li>\u542f\u52a8\u670d\u52a1\uff1a\u8fd0\u884c\u00a0<code>src\/service\/service.py<\/code>\u00a0\u542f\u52a8 FastAPI \u670d\u52a1\u3002<\/li>\n<li>\u8bbf\u95ee\u7aef\u70b9\uff1a\u901a\u8fc7\u00a0<code>\/stream<\/code>\u00a0\u548c\u00a0<code>\/non-stream<\/code>\u00a0\u7aef\u70b9\u8bbf\u95ee\u4ee3\u7406\u670d\u52a1\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>Streamlit \u754c\u9762<\/strong>\u00a0\uff1a\n<ul>\n<li>\u542f\u52a8\u754c\u9762\uff1a\u8fd0\u884c\u00a0<code>src\/streamlit_app.py<\/code>\u00a0\u542f\u52a8 Streamlit \u5e94\u7528\u3002<\/li>\n<li>\u4ea4\u4e92\u4f7f\u7528\uff1a\u901a\u8fc7\u7528\u6237\u53cb\u597d\u7684\u804a\u5929\u754c\u9762\u4e0e\u4ee3\u7406\u8fdb\u884c\u4ea4\u4e92\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5185\u5bb9\u5ba1\u6838<\/strong>\u00a0\uff1a\n<ul>\n<li>\u914d\u7f6e LlamaGuard\uff1a\u5728\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\u4e2d\u6dfb\u52a0 Groq API \u5bc6\u94a5\u4ee5\u542f\u7528\u5185\u5bb9\u5ba1\u6838\u529f\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u591a\u4ee3\u7406\u652f\u6301<\/strong>\u00a0\uff1a\n<ul>\n<li>\u914d\u7f6e\u591a\u4e2a\u4ee3\u7406\uff1a\u5728\u00a0<code>src\/agents\/<\/code>\u00a0\u76ee\u5f55\u4e2d\u5b9a\u4e49\u591a\u4e2a\u4ee3\u7406\uff0c\u5e76\u901a\u8fc7\u4e0d\u540c\u7684 URL \u8def\u5f84\u8c03\u7528\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u53cd\u9988\u673a\u5236<\/strong>\u00a0\uff1a\n<ul>\n<li>\u96c6\u6210\u53cd\u9988\u7cfb\u7edf\uff1a\u5728\u4ee3\u7406\u670d\u52a1\u4e2d\u96c6\u6210\u57fa\u4e8e\u661f\u7ea7\u7684\u53cd\u9988\u7cfb\u7edf\uff0c\u6536\u96c6\u7528\u6237\u53cd\u9988\u4ee5\u6539\u8fdb\u670d\u52a1\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u52a8\u6001\u5143\u6570\u636e<\/strong>\u00a0\uff1a\n<ul>\n<li>\u8bbf\u95ee\u5143\u6570\u636e\uff1a\u901a\u8fc7\u00a0<code>\/info<\/code>\u00a0\u7aef\u70b9\u83b7\u53d6\u6709\u5173\u670d\u52a1\u548c\u53ef\u7528\u4ee3\u7406\u53ca\u6a21\u578b\u7684\u52a8\u6001\u914d\u7f6e\u5143\u6570\u636e\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6d4b\u8bd5<\/strong>\u00a0\uff1a\n<ul>\n<li>\u8fd0\u884c\u6d4b\u8bd5\uff1a\u5728\u00a0<code>tests\/<\/code>\u00a0\u76ee\u5f55\u4e2d\u8fd0\u884c\u5355\u5143\u548c\u96c6\u6210\u6d4b\u8bd5\uff0c\u786e\u4fdd\u670d\u52a1\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>AI Agent Service Toolkit \u662f\u4e00\u4e2a\u57fa\u4e8eLangGraph\u3001FastAPI\u548cStreamlit\u6784\u5efa\u7684\u5b8c\u6574\u5de5\u5177\u96c6\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u6784\u5efa\u548c\u8fd0\u884cAI\u4ee3\u7406\u670d\u52a1\u3002\u8be5\u5de5\u5177\u5305\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7075\u6d3b\u7684\u6846\u67b6\uff0c\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u4ee3\u7406\u7684\u529f\u80fd\u4e0e\u4ea4\u4e92\u65b9\u5f0f\uff0c&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61652,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,201],"class_list":["post-18595","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aizhinengti"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/18595","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=18595"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/18595\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61652"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=18595"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=18595"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=18595"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}