{"id":29546,"date":"2025-03-28T23:58:41","date_gmt":"2025-03-28T15:58:41","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=29546"},"modified":"2025-03-28T23:58:41","modified_gmt":"2025-03-28T15:58:41","slug":"agentiq","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/agentiq\/","title":{"rendered":"AgentIQ\uff1a\u7075\u6d3b\u8fde\u63a5\u548c\u7ba1\u7406AI\u667a\u80fd\u4f53\u7684\u5f00\u6e90\u5de5\u5177"},"content":{"rendered":"<p>AgentIQ \u662f NVIDIA \u63a8\u51fa\u7684\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u9ad8\u6548\u8fde\u63a5\u548c\u7ba1\u7406 AI \u667a\u80fd\u4f53\u3002\u5b83\u80fd\u8ba9\u4e0d\u540c\u6846\u67b6\u7684\u667a\u80fd\u4f53\u65e0\u7f1d\u534f\u4f5c\uff0c\u8fde\u63a5\u4f01\u4e1a\u6570\u636e\u548c\u5de5\u5177\uff0c\u50cf\u8c03\u7528\u51fd\u6570\u4e00\u6837\u6784\u5efa\u5de5\u4f5c\u6d41\u3002\u8fd9\u4e2a\u5de5\u5177\u7684\u6700\u5927\u7279\u70b9\u662f\u7075\u6d3b\u6027\u548c\u53ef\u91cd\u7528\u6027\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5feb\u901f\u5f00\u53d1\u3001\u4f18\u5316\u548c\u590d\u7528 AI \u4efb\u52a1\u3002AgentIQ \u63d0\u4f9b\u6027\u80fd\u5206\u6790\u548c\u53ef\u89c6\u5316\u754c\u9762\uff0c\u9002\u5408\u4f01\u4e1a\u6253\u9020\u53ef\u9760\u7684 AI \u7cfb\u7edf\u3002\u622a\u81f3 2025 \u5e74 3 \u6708\uff0c\u5b98\u65b9\u6587\u6863\u548c GitHub \u9875\u9762\u662f\u6700\u65b0\u4fe1\u606f\u6765\u6e90\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/b5e7d988cfdb78b-2.png\" alt=\"NVIDIA \u53d1\u5e03 AI-Q \u84dd\u56fe\uff0c\u8fde\u63a5 AI Agent \u5851\u9020\u672a\u6765\u5de5\u4f5c\u6a21\u5f0f-2\" width=\"743\" height=\"418\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u4efb\u610f\u6846\u67b6\uff1a\u517c\u5bb9 LangChain\u3001LlamaIndex \u7b49\uff0c\u4e0d\u7528\u66f4\u6362\u6280\u672f\u6808\u3002<\/li>\n<li>\u53ef\u91cd\u7528\u8bbe\u8ba1\uff1a\u667a\u80fd\u4f53\u3001\u5de5\u5177\u548c\u5de5\u4f5c\u6d41\u53ef\u4ee5\u91cd\u590d\u4f7f\u7528\uff0c\u8282\u7701\u5f00\u53d1\u65f6\u95f4\u3002<\/li>\n<li>\u5feb\u901f\u5f00\u53d1\uff1a\u63d0\u4f9b\u9884\u6784\u5efa\u6a21\u5757\uff0c\u5f00\u53d1\u8005\u53ef\u76f4\u63a5\u4fee\u6539\u4f7f\u7528\u3002<\/li>\n<li>\u6027\u80fd\u5206\u6790\uff1a\u8ddf\u8e2a\u6bcf\u4e2a\u667a\u80fd\u4f53\u7684\u8fd0\u884c\u65f6\u95f4\u548c <a href=\"https:\/\/www.kdjingpai.com\/ja\/tokenization\/\">token<\/a> \u6d88\u8017\uff0c\u4f18\u5316\u6548\u7387\u3002<\/li>\n<li>\u53ef\u89c2\u6d4b\u6027\uff1a\u652f\u6301 OpenTelemetry \u5de5\u5177\uff0c\u65b9\u4fbf\u76d1\u63a7\u548c\u8c03\u8bd5\u3002<\/li>\n<li>\u8bc4\u4f30\u7cfb\u7edf\uff1a\u5185\u7f6e\u5de5\u5177\u9a8c\u8bc1\u5de5\u4f5c\u6d41\u51c6\u786e\u6027\u3002<\/li>\n<li>\u804a\u5929\u754c\u9762\uff1a\u901a\u8fc7 UI \u4e0e\u667a\u80fd\u4f53\u4e92\u52a8\uff0c\u67e5\u770b\u7ed3\u679c\u3002<\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/ja\/model-context-protocol\/\">MCP<\/a> \u652f\u6301\uff1a\u517c\u5bb9 Model Context Protocol\uff0c\u53ef\u8c03\u7528\u5916\u90e8\u5de5\u5177\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>AgentIQ \u662f\u57fa\u4e8e Python \u7684\u5f00\u6e90\u5de5\u5177\uff0c\u5b89\u88c5\u7b80\u5355\uff0c\u9002\u5408\u5f00\u53d1\u8005\u4f7f\u7528\u3002\u4e0b\u9762\u8be6\u7ec6\u4ecb\u7ecd\u5b89\u88c5\u548c\u64cd\u4f5c\u65b9\u6cd5\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>\u5b89\u88c5\u524d\uff0c\u786e\u4fdd\u7535\u8111\u6709 Git\u3001Git LFS \u548c uv \u5de5\u5177\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u514b\u9686\u4ee3\u7801\u5e93<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8f93\u5165\uff1a<\/li>\n<\/ol>\n<pre><code>git clone git@github.com:NVIDIA\/AgentIQ.git agentiq\r\ncd agentiq\r\n<\/code><\/pre>\n<p>\u8fd9\u4f1a\u4e0b\u8f7d AgentIQ \u5230\u672c\u5730\u3002<\/p>\n<ol start=\"2\">\n<li><strong>\u66f4\u65b0\u5b50\u6a21\u5757<\/strong><br \/>\n\u8f93\u5165\uff1a<\/li>\n<\/ol>\n<pre><code>git submodule update --init --recursive\r\n<\/code><\/pre>\n<p>\u83b7\u53d6\u4f9d\u8d56\u7684\u5916\u90e8\u6a21\u5757\u3002<\/p>\n<ol start=\"3\">\n<li><strong>\u4e0b\u8f7d\u6570\u636e\u96c6<\/strong><br \/>\n\u5982\u679c\u9700\u8981\u793a\u4f8b\u6570\u636e\uff0c\u8fd0\u884c\uff1a<\/li>\n<\/ol>\n<pre><code>git lfs install\r\ngit lfs fetch\r\ngit lfs pull\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li><strong>\u521b\u5efa Python \u73af\u5883<\/strong><br \/>\n\u4f7f\u7528 uv \u521b\u5efa\u865a\u62df\u73af\u5883\uff1a<\/li>\n<\/ol>\n<pre><code>uv venv --seed .venv\r\nsource .venv\/bin\/activate  # Linux\/Mac\r\n.venv\\Scripts\\activate     # Windows\r\n<\/code><\/pre>\n<ol start=\"5\">\n<li><strong>\u5b89\u88c5\u6838\u5fc3\u5e93<\/strong><br \/>\n\u5b89\u88c5 AgentIQ \u53ca\u6240\u6709\u53ef\u9009\u4f9d\u8d56\uff1a<\/li>\n<\/ol>\n<pre><code>uv <a href=\"https:\/\/www.kdjingpai.com\/ja\/sync\/\">sync<\/a> --all-groups --all-extras\r\n<\/code><\/pre>\n<p>\u5982\u679c\u53ea\u88c5\u6838\u5fc3\u529f\u80fd\uff1a<\/p>\n<pre><code>uv sync\r\n<\/code><\/pre>\n<p>\u60f3\u88c5\u7279\u5b9a\u63d2\u4ef6\uff08\u5982 LangChain\uff09\uff1a<\/p>\n<pre><code>uv pip install -e '.[langchain]'\r\n<\/code><\/pre>\n<p>\u6027\u80fd\u5206\u6790\u4f9d\u8d56\uff1a<\/p>\n<pre><code>uv pip install -e '.[profiling]'\r\n<\/code><\/pre>\n<ol start=\"6\">\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u68c0\u67e5\u7248\u672c\uff1a<\/li>\n<\/ol>\n<pre><code>aiq --version\r\n<\/code><\/pre>\n<p>\u663e\u793a\u7248\u672c\u53f7\u5373\u6210\u529f\u3002<\/p>\n<h3>\u5982\u4f55\u4f7f\u7528\u4e3b\u8981\u529f\u80fd<\/h3>\n<p>\u5b89\u88c5\u540e\uff0c\u53ef\u4ee5\u5f00\u59cb\u4f7f\u7528 AgentIQ\u3002\u4ee5\u4e0b\u662f\u6838\u5fc3\u529f\u80fd\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n<h4>\u521b\u5efa\u5de5\u4f5c\u6d41<\/h4>\n<p>AgentIQ \u628a\u667a\u80fd\u4f53\u548c\u5de5\u5177\u5f53\u4f5c\u51fd\u6570\u8c03\u7528\u3002\u7528 YAML \u6587\u4ef6\u5b9a\u4e49\u4efb\u52a1\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\u521b\u5efa\u00a0<code><a href=\"https:\/\/www.kdjingpai.com\/ja\/workflow\/\">workflow<\/a>.yaml<\/code>\uff1a<\/li>\n<\/ul>\n<pre><code>functions:\r\nwikipedia_search:\r\n_type: wiki_search\r\nmax_results: 2\r\nllms:\r\nnim_llm:\r\n_type: nim\r\nmodel_name: meta\/llama-3.1-70b-instruct\r\ntemperature: 0.0\r\nworkflow:\r\n_type: react_agent\r\ntool_names: [wikipedia_search]\r\nllm_name: nim_llm\r\nverbose: true\r\nretry_parsing_errors: true\r\nmax_retries: 3\r\n<\/code><\/pre>\n<ul>\n<li>\u8fd0\u884c\uff1a<\/li>\n<\/ul>\n<pre><code>aiq run --config_file workflow.yaml --input \"\u5217\u51fa\u4e94\u79cd\u571f\u8c5a\u4e9a\u79cd\"\r\n<\/code><\/pre>\n<p>\u8f93\u51fa\u7ed3\u679c\u4f1a\u5217\u51fa\u7b54\u6848\u3002<\/p>\n<h4>\u6027\u80fd\u5206\u6790<\/h4>\n<p>\u76d1\u63a7\u5de5\u4f5c\u6d41\u6027\u80fd\uff1a<\/p>\n<pre><code>aiq run --config_file workflow.yaml --profile\r\n<\/code><\/pre>\n<p>\u7ed3\u679c\u663e\u793a\u6bcf\u4e2a\u667a\u80fd\u4f53\u7684\u8017\u65f6\u548c token \u7528\u91cf\uff0c\u5e2e\u52a9\u4f18\u5316\u3002<\/p>\n<h4>\u53ef\u89c6\u5316\u754c\u9762<\/h4>\n<p>\u542f\u52a8 UI\uff1a<\/p>\n<pre><code>aiq ui\r\n<\/code><\/pre>\n<p>\u5728\u6d4f\u89c8\u5668\u6253\u5f00\u00a0http:\/\/localhost:8000\uff0c\u8f93\u5165\u95ee\u9898\uff0c\u667a\u80fd\u4f53\u4f1a\u5b9e\u65f6\u56de\u7b54\u3002<\/p>\n<h4>\u6570\u636e\u6574\u5408<\/h4>\n<p>\u8fde\u63a5\u6570\u636e\u6e90\uff0c\u5728\u00a0<code>workflow.yaml<\/code>\u00a0\u4e2d\u6dfb\u52a0\uff1a<\/p>\n<pre><code>data_sources:\r\n- type: \"csv\"\r\npath: \"data\/sales.csv\"\r\n<\/code><\/pre>\n<p>\u8fd0\u884c\u540e\uff0c\u667a\u80fd\u4f53\u80fd\u5904\u7406\u6587\u4ef6\u6570\u636e\u3002<\/p>\n<h4>\u8bc4\u4f30\u5de5\u4f5c\u6d41<\/h4>\n<p>\u9a8c\u8bc1\u51c6\u786e\u6027\uff1a<\/p>\n<pre><code>aiq evaluate --config_file workflow.yaml\r\n<\/code><\/pre>\n<p>\u7cfb\u7edf\u4f1a\u68c0\u67e5\u8f93\u51fa\u662f\u5426\u7b26\u5408\u9884\u671f\u3002<\/p>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<p>AgentIQ \u7684\u4eae\u70b9\u662f\u7075\u6d3b\u6027\u548c\u53ef\u89c2\u6d4b\u6027\u3002\u6bd4\u5982\uff1a<\/p>\n<ul>\n<li><strong>\u591a\u667a\u80fd\u4f53\u534f\u4f5c<\/strong>\uff1a\u914d\u7f6e\u4e00\u4e2a\u667a\u80fd\u4f53\u751f\u6210\u4ee3\u7801\uff0c\u53e6\u4e00\u4e2a\u6d4b\u8bd5\uff0c\u81ea\u52a8\u8c03\u6574\u76f4\u5230\u901a\u8fc7\u3002<\/li>\n<li><strong>\u8c03\u8bd5<\/strong>\uff1a\u7528 OpenTelemetry \u5de5\u5177\u67e5\u770b\u6bcf\u6b65\u6267\u884c\u60c5\u51b5\uff0c\u627e\u51fa\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p>\u60f3\u4f53\u9a8c\u5b8c\u6574\u529f\u80fd\uff0c\u5efa\u8bae\u53c2\u8003\u5b98\u65b9\u793a\u4f8b\uff1a<\/p>\n<pre><code>cd examples\/simple\r\nuv pip install -e '.[langchain]'\r\naiq run --config_file workflow.yaml\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u81ea\u52a8\u5316\u5f00\u53d1<\/strong><br \/>\n\u7528 AgentIQ \u751f\u6210\u548c\u6d4b\u8bd5\u4ee3\u7801\uff0c\u9002\u5408\u5feb\u901f\u5f00\u53d1\u539f\u578b\u3002<br \/>\n\u4e00\u4e2a\u667a\u80fd\u4f53\u5199\u4ee3\u7801\uff0c\u53e6\u4e00\u4e2a\u8fd0\u884c\u6d4b\u8bd5\uff0c\u7ed3\u679c\u76f4\u63a5\u8f93\u51fa\u3002<\/li>\n<li><strong>\u4f01\u4e1a\u6570\u636e\u5904\u7406<\/strong><br \/>\n\u8fde\u63a5\u9500\u552e\u6570\u636e\uff0c\u81ea\u52a8\u751f\u6210\u5206\u6790\u62a5\u544a\u3002<br \/>\n\u667a\u80fd\u4f53\u8bfb\u53d6 CSV \u6587\u4ef6\uff0c\u8f93\u51fa\u56fe\u8868\u3002<\/li>\n<li><strong>\u5ba2\u6237\u652f\u6301<\/strong><br \/>\n\u914d\u7f6e\u667a\u80fd\u4f53\u56de\u7b54\u5e38\u89c1\u95ee\u9898\uff0c\u63d0\u5347\u6548\u7387\u3002<br \/>\n\u7528\u6237\u901a\u8fc7 UI \u8f93\u5165\u95ee\u9898\uff0c\u667a\u80fd\u4f53\u5b9e\u65f6\u56de\u590d\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u9700\u8981 API \u5bc6\u94a5\u5417\uff1f<\/strong><br \/>\n\u662f\u7684\uff0c\u8fd0\u884c\u793a\u4f8b\u9700\u8981 NVIDIA API \u5bc6\u94a5\uff0c\u5728\u00a0https:\/\/build.nvidia.com\u00a0\u6ce8\u518c\u83b7\u53d6\u3002<\/li>\n<li><strong>\u652f\u6301\u54ea\u4e9b\u8bed\u8a00\u6a21\u578b\uff1f<\/strong><br \/>\n\u53ef\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u6307\u5b9a\uff0c\u5982 Llama-3.1-70b\uff0c\u652f\u6301\u591a\u79cd NIM \u6a21\u578b\u3002<\/li>\n<li><strong>\u5982\u4f55\u53cd\u9988\u95ee\u9898\uff1f<\/strong><br \/>\n\u5728\u00a0https:\/\/github.com\/NVIDIA\/AgentIQ\/issues\u00a0\u63d0\u4ea4 issue\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>AgentIQ \u662f NVIDIA \u63a8\u51fa\u7684\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u9ad8\u6548\u8fde\u63a5\u548c\u7ba1\u7406 AI \u667a\u80fd\u4f53\u3002\u5b83\u80fd\u8ba9\u4e0d\u540c\u6846\u67b6\u7684\u667a\u80fd\u4f53\u65e0\u7f1d\u534f\u4f5c\uff0c\u8fde\u63a5\u4f01\u4e1a\u6570\u636e\u548c\u5de5\u5177\uff0c\u50cf\u8c03\u7528\u51fd\u6570\u4e00\u6837\u6784\u5efa\u5de5\u4f5c\u6d41\u3002\u8fd9\u4e2a\u5de5\u5177\u7684\u6700\u5927\u7279\u70b9\u662f\u7075\u6d3b\u6027\u548c\u53ef\u91cd\u7528\u6027\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5feb\u901f\u5f00\u53d1\u3001\u4f18\u5316\u548c&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62140,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,201],"class_list":["post-29546","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\/29546","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=29546"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/29546\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/62140"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=29546"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=29546"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=29546"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}