{"id":600,"date":"2025-01-11T15:33:15","date_gmt":"2025-01-11T15:33:15","guid":{"rendered":"https:\/\/smolagents.org\/?post_type=docs&#038;p=600"},"modified":"2025-01-11T15:40:57","modified_gmt":"2025-01-11T15:40:57","password":"","slug":"orchestrate-a-multi-agent-system-%f0%9f%a4%96%f0%9f%a4%9d%f0%9f%a4%96","status":"publish","type":"docs","link":"https:\/\/smolagents.org\/zh\/docs\/orchestrate-a-multi-agent-system-\ud83e\udd16\ud83e\udd1d\ud83e\udd16\/","title":{"rendered":"\u534f\u8c03\u591a\u4ee3\u7406\u7cfb\u7edf\ud83e\udd16\ud83e\udd1d\ud83e\udd16"},"content":{"rendered":"<p>\u5728\u672c\u7b14\u8bb0\u672c\u4e2d\uff0c\u6211\u4eec\u5c06\u5236\u4f5c\u4e00\u4e2a&nbsp;<strong>\u591a\u4ee3\u7406\u7f51\u7edc\u6d4f\u89c8\u5668\uff1a\u7531\u591a\u4e2a\u4ee3\u7406\u7ec4\u6210\u7684\u4ee3\u7406\u7cfb\u7edf\uff0c\u5229\u7528\u7f51\u7edc\u534f\u4f5c\u89e3\u51b3\u95ee\u9898\uff01<\/strong><\/p>\n\n\n\n<p>\u5b83\u5c06\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u5c42\u6b21\u7ed3\u6784\uff0c\u4f7f\u7528\u4e00\u4e2a&nbsp;<code>\u6258\u7ba1\u4ee3\u7406<\/code>&nbsp;\u5bf9\u8c61\u6765\u5c01\u88c5\u53d7\u7ba1\u7f51\u7edc\u641c\u7d22\u4ee3\u7406\uff1a<\/p>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">              +----------------+\n              | \u7ecf\u7406\u4ee3\u7406 |\n              +----------------+\n                       |\n        _______________|______________\n       | |\n  \u4ee3\u7801\u89e3\u91ca\u5668 +--------------------------------+\n       \u5de5\u5177 | \u7ba1\u7406\u4ee3\u7406 |\n                     | +------------------+ |\n                     | | \u7f51\u7edc\u641c\u7d22\u4ee3\u7406 | | |\n                     | +------------------+ |\n                     | | | |\n                     | \u7f51\u9875\u641c\u7d22\u5de5\u5177\n                     | \u8bbf\u95ee\u7f51\u9875\u5de5\u5177\n                     +--------------------------------+<\/pre>\n\n\n\n<p>\u8ba9\u6211\u4eec\u6765\u5efa\u7acb\u8fd9\u4e2a\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>\u8fd0\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u5b89\u88c5\u6240\u9700\u7684\u4f9d\u8d56\u9879\uff1a<\/p>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">!pip install markdownify duckduckgo-search smolagents --upgrade -q<\/pre>\n\n\n\n<p>\u8ba9\u6211\u4eec\u767b\u5f55\u4ee5\u8c03\u7528\u9ad8\u9891\u63a8\u7406 API\uff1a<\/p>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u4ece huggingface_hub \u5bfc\u5165 login\n\n\u767b\u5f55()<\/pre>\n\n\n\n<p>\u26a1\ufe0f \u6211\u4eec\u7684\u4ee3\u7406\u5c06\u7531\u00a0<a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2.5-Coder-32B-Instruct\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Qwen\/Qwen2.5-Coder-32B-Instruct<\/a>\u00a0\u4f7f\u7528\u00a0<code>HfApiModel<\/code>\u00a0\u7c7b\u4f7f\u7528 HF \u7684\u63a8\u7406\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\uff08Inference API\uff09\uff1a\u63a8\u7406\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u5141\u8bb8\u5feb\u901f\u3001\u8f7b\u677e\u5730\u8fd0\u884c\u4efb\u4f55\u64cd\u4f5c\u7cfb\u7edf\u6a21\u578b\u3002<\/p>\n\n\n\n<p><em>\u8bf7\u6ce8\u610f\uff1a<\/em>\u00a0Inference API \u57fa\u4e8e\u5404\u79cd\u6807\u51c6\u6258\u7ba1\u6a21\u578b\uff0c\u90e8\u7f72\u7684\u6a21\u578b\u53ef\u80fd\u4f1a\u66f4\u65b0\u6216\u66ff\u6362\uff0c\u6055\u4e0d\u53e6\u884c\u901a\u77e5\u3002\u4e86\u89e3\u66f4\u591a\u00a0<a href=\"https:\/\/huggingface.co\/docs\/api-inference\/supported-models\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u8fd9\u91cc<\/a>.<\/p>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">model_id = \"Qwen\/Qwen2.5-Coder-32B-Instruct\"<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/examples\/multiagents#-create-a-web-search-tool\" target=\"_blank\" rel=\"noopener\"><\/a>\ud83d\udd0d \u521b\u5efa\u7f51\u7edc\u641c\u7d22\u5de5\u5177<\/h2>\n\n\n\n<p>\u5728\u7f51\u9875\u6d4f\u89c8\u65b9\u9762\uff0c\u6211\u4eec\u5df2\u7ecf\u53ef\u4ee5\u4f7f\u7528\u5df2\u6709\u7684\u00a0<a href=\"https:\/\/github.com\/huggingface\/smolagents\/blob\/main\/src\/smolagents\/default_tools\/search.py\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><code>\u9e2d\u5b50\u641c\u7d22\u5de5\u5177<\/code><\/a>\u00a0\u5de5\u5177\uff0c\u63d0\u4f9b\u4e0e\u8c37\u6b4c\u641c\u7d22\u76f8\u5f53\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n<p>\u4f46\u662f\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u80fd\u591f\u901a\u8fc7&nbsp;<code>\u9e2d\u5b50\u641c\u7d22\u5de5\u5177<\/code>.\u4e3a\u6b64\uff0c\u6211\u4eec\u53ef\u4ee5\u5bfc\u5165\u8be5\u5e93\u5185\u7f6e\u7684&nbsp;<code>\u8bbf\u95ee\u7f51\u9875\u5de5\u5177<\/code>\u4f46\u6211\u4eec\u4f1a\u518d\u6b21\u5efa\u9020\u5b83\uff0c\u770b\u770b\u5b83\u662f\u5982\u4f55\u5b8c\u6210\u7684\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u8ba9\u6211\u4eec\u521b\u5efa\u6211\u4eec\u7684&nbsp;<code>\u8bbf\u95ee\u7f51\u9875\u5de5\u5177<\/code>&nbsp;\u5de5\u5177\uff0c\u4ece\u5934\u5f00\u59cb\u4f7f\u7528&nbsp;<code>markdownify<\/code>.<\/p>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u5bfc\u5165 re\n\u5bfc\u5165\u8bf7\u6c42\nfrom markdownify import markdownify\nfrom requests.exceptions import RequestException\n\u4ece smolagents \u5bfc\u5165\u5de5\u5177\n\n\n@tool\ndef visit_webpage(url: str) -&gt; str\uff1a\n    \"\"\u8bbf\u95ee\u7ed9\u5b9a URL \u4e0a\u7684\u7f51\u9875\uff0c\u5e76\u4ee5 markdown \u5b57\u7b26\u4e32\u5f62\u5f0f\u8fd4\u56de\u5176\u5185\u5bb9\u3002\n\n    \u53c2\u6570\uff1a\n        url\uff1a\u8981\u8bbf\u95ee\u7684\u7f51\u9875\u7684 URL\u3002\n\n    \u8fd4\u56de \u8fd4\u56de \u8fd4\u56de \u8fd4\u56de\u503c\u503c\u503c\u503c\n        \u8f6c\u6362\u4e3a Markdown \u7684\u7f51\u9875\u5185\u5bb9\uff0c\u5982\u679c\u8bf7\u6c42\u5931\u8d25\uff0c\u5219\u8fd4\u56de\u9519\u8bef\u4fe1\u606f\u3002\n    \"\"\"\n    try\uff1a\n        <em># \u5411 URL \u53d1\u9001 GET \u8bf7\u6c42<\/em>\n        response = requests.get(url)\n        response.raise_for_status()  <em># \u4e3a\u9519\u8bef\u72b6\u6001\u7801\u5f15\u53d1\u5f02\u5e38<\/em>\n\n        <em># \u5c06 HTML \u5185\u5bb9\u8f6c\u6362\u4e3a Markdown<\/em>\n        markdown_content = markdownify(response.text).strip()\n\n        <em># \u5220\u9664\u591a\u4e2a\u6362\u884c\u7b26<\/em>\n        markdown_content = re.sub(r\"\\n{3,}\", \"\\n\\n\", markdown_content)\n\n        return markdown_content\n\n    except RequestException as e\uff1a\n        return f \"Error fetching the webpage\uff1a{str(e)}\"\n    except Exception as e\uff1a\n        return f \"\u53d1\u751f\u610f\u5916\u9519\u8bef\uff1a{str(e)}\"<\/pre>\n\n\n\n<p>\u597d\u4e86\uff0c\u73b0\u5728\u8ba9\u6211\u4eec\u521d\u59cb\u5316\u5e76\u6d4b\u8bd5\u6211\u4eec\u7684\u5de5\u5177\uff01<\/p>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">print(visit_webpage(\"https:\/\/en.wikipedia.org\/wiki\/Hugging_Face\")[:500])<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/examples\/multiagents#build-our-multi-agent-system-\" target=\"_blank\" rel=\"noopener\"><\/a>\u6784\u5efa\u6211\u4eec\u7684\u591a\u4ee3\u7406\u7cfb\u7edf\ud83e\udd16\ud83e\udd1d\ud83e\udd16<\/h2>\n\n\n\n<p>\u73b0\u5728\u6211\u4eec\u6709\u4e86\u6240\u6709\u5de5\u5177&nbsp;<code>\u641c\u7d22<\/code>&nbsp;\u548c&nbsp;<code>\u8bbf\u95ee\u7f51\u9875<\/code>\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u4eec\u6765\u521b\u5efa\u7f51\u7edc\u4ee3\u7406\u3002<\/p>\n\n\n\n<p>\u4e3a\u8be5\u4ee3\u7406\u9009\u62e9\u54ea\u79cd\u914d\u7f6e\uff1f<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f51\u9875\u6d4f\u89c8\u662f\u4e00\u9879\u4e0d\u9700\u8981\u5e76\u884c\u5de5\u5177\u8c03\u7528\u7684\u5355\u65f6\u95f4\u7ebf\u4efb\u52a1\uff0c\u56e0\u6b64 JSON \u5de5\u5177\u8c03\u7528\u5728\u8fd9\u65b9\u9762\u975e\u5e38\u6709\u6548\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u9009\u62e9\u4e86\u00a0<code>JsonAgent<\/code>.<\/li>\n\n\n\n<li>\u6b64\u5916\uff0c\u7531\u4e8e\u6709\u65f6\u7f51\u7edc\u641c\u7d22\u9700\u8981\u6d4f\u89c8\u5f88\u591a\u9875\u9762\u624d\u80fd\u627e\u5230\u6b63\u786e\u7b54\u6848\uff0c\u56e0\u6b64\u6211\u4eec\u66f4\u503e\u5411\u4e8e\u589e\u52a0\u641c\u7d22\u9875\u6570\u3002\u00a0<code>\u6700\u5927\u6b65\u6570<\/code>\u00a0\u81f3 10\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u4ece smolagents \u5bfc\u5165 (\n    CodeAgent\u3001\n    \u5de5\u5177\u8c03\u7528\u4ee3\u7406\n    HfApiModel\u3001\n    ManagedAgent\u3001\n    DuckDuckGoSearchTool\u3001\n    LiteLLMModel\u3001\n)\n\n\u6a21\u578b = HfApiModel(model_id)\n\nweb_agent = ToolCallingAgent(\n    tools=[DuckDuckGoSearchTool(), visit_webpage]\u3001\n    model=model\u3001\n    max_steps=10\u3001\n)<\/pre>\n\n\n\n<p>\u7136\u540e\uff0c\u6211\u4eec\u5c06\u8be5\u4ee3\u7406\u5305\u88c5\u6210\u4e00\u4e2a&nbsp;<code>\u6258\u7ba1\u4ee3\u7406<\/code>&nbsp;\u4f7f\u5176\u53ef\u88ab\u7ba1\u7406\u4ee3\u7406\u8c03\u7528\u3002<\/p>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">managed_web_agent = ManagedAgent(\n    agent=web_agent\u3001\n    name=\"search\"\u3001\n    description=\"\u4e3a\u4f60\u8fd0\u884c\u7f51\u7edc\u641c\u7d22\u3002\u5c06\u60a8\u7684\u67e5\u8be2\u4f5c\u4e3a\u53c2\u6570\u4ea4\u7ed9\u5b83\u3002\"\u3001\n)<\/pre>\n\n\n\n<p>\u6700\u540e\uff0c\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u7ba1\u7406\u4ee3\u7406\uff0c\u5e76\u5728\u521d\u59cb\u5316\u65f6\u5c06\u53d7\u7ba1\u4ee3\u7406\u7684&nbsp;<code>\u53d7\u7ba1\u4ee3\u7406<\/code>&nbsp;\u4e89\u8bba\u3002<\/p>\n\n\n\n<p>\u7531\u4e8e\u8be5\u4ee3\u7406\u8d1f\u8d23\u89c4\u5212\u548c\u601d\u8003\uff0c\u56e0\u6b64\u9ad8\u7ea7\u63a8\u7406\u5c06\u5927\u6709\u88e8\u76ca\uff0c\u56e0\u6b64\u9700\u8981\u4e00\u4e2a&nbsp;<code>\u4ee3\u7801\u4ee3\u7406<\/code>&nbsp;\u5c06\u662f\u6700\u4f73\u9009\u62e9\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u60f3\u95ee\u4e00\u4e2a\u6d89\u53ca\u5f53\u5e74\u7684\u95ee\u9898\uff0c\u5e76\u8fdb\u884c\u989d\u5916\u7684\u6570\u636e\u8ba1\u7b97\uff1a\u56e0\u6b64\uff0c\u8ba9\u6211\u4eec\u6dfb\u52a0&nbsp;<code>additional_authorized_imports=[\"time\", \"numpy\", \"pandas\"]<\/code>\u4ee5\u9632\u4ee3\u7406\u9700\u8981\u8fd9\u4e9b\u8f6f\u4ef6\u5305\u3002<\/p>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">manager_agent = CodeAgent(\n    tools=[]\u3001\n    model=model\u3001\n    managed_agents=[managed_web_agent]\u3001\n    additional_authorized_imports=[\"time\", \"numpy\", \"pandas\"]\u3001\n)<\/pre>\n\n\n\n<p>\u5c31\u662f\u8fd9\u6837\uff01\u73b0\u5728\uff0c\u8ba9\u6211\u4eec\u8fd0\u884c\u6211\u4eec\u7684\u7cfb\u7edf\uff01\u6211\u4eec\u9009\u62e9\u4e00\u4e2a\u65e2\u9700\u8981\u8ba1\u7b97\u53c8\u9700\u8981\u7814\u7a76\u7684\u95ee\u9898\uff1a<\/p>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">answer = manager_agent.run(\"If LLM training continues to scale up at the current pace until 2030, what would be the electricity power required in GW to power the biggest training runs by 2030?\u4e0e\u4e00\u4e9b\u56fd\u5bb6\u76f8\u6bd4\uff0c\u76f8\u5f53\u4e8e\u591a\u5c11\uff1f\u8bf7\u63d0\u4f9b\u6240\u7528\u6570\u5b57\u7684\u6765\u6e90\u3002\uff09<\/pre>\n\n\n\n<p>\u6211\u4eec\u5f97\u5230\u7684\u7b54\u6848\u5c31\u662f\u8fd9\u4efd\u62a5\u544a\uff1a<\/p>\n\n\n\n<p>\u590d\u5236\u7684<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u6839\u636e\u76ee\u524d\u7684\u589e\u957f\u9884\u6d4b\u548c\u80fd\u6e90\u6d88\u8017\u4f30\u7b97\uff0c\u5982\u679c LLM \u57f9\u8bad\u7ee7\u7eed\u4ee5\u76ee\u524d\u7684\u901f\u5ea6\u6269\u5927\uff0c\u5230 2030 \u5e74\n\u76f4\u5230 2030 \u5e74\uff1a\n\n1.\u5230 2030 \u5e74\uff0c\u6700\u5927\u89c4\u6a21\u57f9\u8bad\u6240\u9700\u7684\u7535\u529b\u7ea6\u4e3a 303.74 \u5343\u5146\u74e6\uff0c\u5373\u6bcf\u5e74\u7ea6 2,660,762 \u5343\u5146\u74e6\u65f6\u3002\n\u5373\u6bcf\u5e74\u7ea6 2,660,762 \u5343\u5146\u74e6\u65f6\u3002\n\n2.2. \u4e0e\u5404\u56fd\u7684\u8017\u7535\u91cf\u76f8\u6bd4\uff1a\n   - \u76f8\u5f53\u4e8e\u4e2d\u56fd\u603b\u7528\u7535\u91cf\u7684 34%\u3002\n   - \u5c06\u8d85\u8fc7\u5370\u5ea6\uff08184%\uff09\u3001\u4fc4\u7f57\u65af\uff08267%\uff09\u548c\u65e5\u672c\uff08291%\uff09\u7684\u7528\u7535\u603b\u91cf\u3002\n   - \u8fd9\u5c06\u662f\u610f\u5927\u5229\u6216\u58a8\u897f\u54e5\u7b49\u56fd\u7528\u7535\u91cf\u7684\u8fd1 9 \u500d\u3002\n\n3.\u6570\u5b57\u6765\u6e90\uff1a\n   - AWS \u9996\u5e2d\u6267\u884c\u5b98\u9a6c\u7279-\u52a0\u66fc\uff08Matt Garman\uff09\u5bf9\u672a\u6765 LLM \u57f9\u8bad\u7684\u521d\u6b65\u4f30\u8ba1\u4e3a 5 GW\u3002\n   - \u589e\u957f\u9884\u6d4b\u4f7f\u7528\u7684\u662f Springs \u5e02\u573a\u7814\u7a76\u5f97\u51fa\u7684 79.80% \u7684\u5e74\u5747\u590d\u5408\u589e\u957f\u7387\u3002\n   - \u56fd\u5bb6\u7535\u529b\u6d88\u8017\u6570\u636e\u6765\u81ea\u7f8e\u56fd\u80fd\u6e90\u4fe1\u606f\u7ba1\u7406\u5c40\uff0c\u4e3b\u8981\u662f 2021 \u5e74\u7684\u6570\u636e\u3002\n2021.<\/pre>\n\n\n\n<p>\u770b\u6765\u6211\u4eec\u9700\u8981\u4e00\u4e9b\u5927\u578b\u52a8\u529b\u88c5\u7f6e\uff0c\u5982\u679c\u00a0<a href=\"https:\/\/gwern.net\/scaling-hypothesis\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u7f29\u653e\u5047\u8bbe<\/a>\u00a0\u4ecd\u7136\u9002\u7528\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u4ee3\u7406\u6210\u529f\u5730\u901a\u8fc7\u9ad8\u6548\u534f\u4f5c\u5b8c\u6210\u4e86\u4efb\u52a1\uff01\u2705<\/p>\n\n\n\n<p>\ud83d\udca1 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agent...<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"doc_category":[9],"doc_tag":[],"class_list":["post-600","docs","type-docs","status-publish","hentry","doc_category-conceptual-guides"],"year_month":"2026-04","word_count":932,"total_views":"5341","reactions":{"happy":"1","normal":"0","sad":"1"},"author_info":{"name":"smolagents","author_nicename":"wd-gstargmail-com","author_url":"https:\/\/smolagents.org\/zh\/author\/wd-gstargmail-com\/"},"doc_category_info":[{"term_name":"Conceptual 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