{"id":23691,"date":"2024-12-25T10:10:25","date_gmt":"2024-12-25T02:10:25","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=23691"},"modified":"2024-12-25T10:10:25","modified_gmt":"2024-12-25T02:10:25","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8bai%e8%bf%90%e7%94%a8-agentscope","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/12\/25\/23691\/","title":{"rendered":"\u5927\u6a21\u578bAI\u8fd0\u7528\u2014\u2014AgentScope"},"content":{"rendered":"<div class=\"article-desc\">\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0cAI\u5728\u8fd0\u7ef4\u9886\u57df\u7684\u5e94\u7528\u5df2\u7ecf\u6210\u4e3a\u63d0\u5347\u6548\u7387\u548c\u964d\u4f4e\u6210\u672c\u7684\u5173\u952e\u56e0\u7d20\u3002\u901a\u8fc7\u590d\u6742\u5de5\u5177\u8c03\u7528\uff0cAI\u4e5f\u80fd\u591f\u5904\u7406\u5927\u91cf\u7684\u65e5\u5fd7\u6570\u636e\uff0c\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\uff0c\u4e3a\u8fd0\u7ef4\u56e2\u961f\u63d0\u4f9b\u51b3\u7b56\u652f\u6301\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p><img data-dominant-color=\"0f4879\" data-has-transparency=\"false\" style=\"--dominant-color: #0f4879;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-23693\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/12\/606db89e-d3ac-4d7a-9f1f-62ade8f47aac-300x167-1.png\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/12\/606db89e-d3ac-4d7a-9f1f-62ade8f47aac-300x167-1.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/12\/606db89e-d3ac-4d7a-9f1f-62ade8f47aac-300x167-1-150x84.png 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6280\u672f\u7684\u98de\u901f\u53d1\u5c55\uff0c\u5176\u5728\u5404\u884c\u5404\u4e1a\u7684\u5e94\u7528\u8d8a\u6765\u8d8a\u5e7f\u6cdb\uff0c\u5c24\u5176\u662f\u5728IT\u8fd0\u7ef4\u9886\u57df\uff0cAI\u7684\u5e94\u7528\u6b63\u9010\u6e10\u6539\u53d8\u7740\u4f20\u7edf\u7684\u5de5\u4f5c\u6a21\u5f0f\u3002\u672c\u6587\u5c06\u8bb2\u8ff0\u5982\u4f55\u5728\u6211\u4eec\u672c\u5730\u6765\u90e8\u7f72\u4e00\u4e2a\u6211\u4eec\u81ea\u5df1\u7684ai\u5c0f\u52a9\u624b\u3002<\/p>\n<h4>\u6587\u4e2d\u6240\u8fd0\u7528\u7684\u5de5\u5177<\/h4>\n<ul class=\"list-paddingleft-1\" data-id=\"u4533b8e-R4j9UkU9\">\n<li data-id=\"ld70c578-eFelmi2J\"><strong>AgentScope<\/strong>\uff1a\u4e00\u6b3e\u5168\u65b0\u7684Multi-Agent\u6846\u67b6\uff0c\u4e13\u4e3a\u5e94\u7528\u5f00\u53d1\u8005\u6253\u9020\uff0c\u63d0\u4f9b\u9ad8\u6613\u7528\u3001\u9ad8\u53ef\u9760\u7684\u7f16\u7a0b\u4f53\u9a8c\uff0c\u652f\u6301\u7eafPython\u7f16\u7a0b\uff0c\u5185\u7f6e\u4e30\u5bcc\u7684API\u3002<\/li>\n<li data-id=\"ld70c578-C7gUNi9I\"><strong>LLM<\/strong>\uff1a\u6a21\u578b\u9009\u62e9\u7684\u662f\u5f00\u6e90\u6a21\u578bLlama3\u3002<\/li>\n<li data-id=\"ld70c578-IaKdV92l\"><strong>conda<\/strong>\uff1a\u7528\u4e8e\u521b\u5efaPython\u73af\u5883\uff0c\u4fbf\u4e8e\u7ba1\u7406\u3002<\/li>\n<\/ul>\n<h4>conda\u5b89\u88c5<\/h4>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">conda\u5b89\u88c5\r\n    URL:  https:\/\/repo.anaconda.com\/archive\/Anaconda3-2024.06-1-Linux-x86_64.sh\r\n    bash Anaconda3-2024.06-1-Linux-x86_64.sh   #\u4e0b\u8f7d\u597d\u540e\u56de\u8f66yes\u5373\u53ef\r\n    ln -s \/root\/anaconda3\/bin\/conda  \/usr\/bin\/conda\r\n    conda create --name python-3.12  python=3.12.7   #\u521b\u5efapython\u73af\u5883\r\n    conda activate python-3.12  #\u5207\u6362\u73af\u5883<\/code><\/pre>\n<ul id=\"code_id_0\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4>Llama3\u672c\u5730\u90e8\u7f72\u542f\u52a8<\/h4>\n<p>\u901a\u8fc7ollama\u8fdb\u884c\u672c\u5730\u90e8\u7f72\u548c\u542f\u52a8<\/p>\n<ul data-id=\"u738a58b-lIaPaaDN\">\n<li data-id=\"ld70c578-UF5knd6a\"><strong>RAM<\/strong>\uff1aLlama 3 8B\u81f3\u5c1116GB<\/li>\n<li data-id=\"ld70c578-QLEKomCh\"><strong>\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u9ed8\u8ba4\u4e0b\u8f7d\u7684\u662f8B\u7248\u672c<\/strong><\/li>\n<\/ul>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_1\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">ollama\u4e0b\u8f7d\u5730\u5740\uff1ahttps:\/\/ollama.com\/\r\nollama run llama3:latest<\/code><\/pre>\n<ul id=\"code_id_1\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u6ce8\u610f\uff1a\u5982\u679c\u6ca1\u6709ollama\u547d\u4ee4\uff0c\u9700\u8981\u914d\u7f6e\u73af\u5883\u53d8\u91cf\u3002<\/p>\n<h4>Agentscope\u5b89\u88c5<\/h4>\n<p>\u9700\u8981\u5b89\u88c5Python 3.9\u6216\u66f4\u9ad8\u7248\u672c\u3002<\/p>\n<h4>\u6e90\u7801\u5b89\u88c5\uff1a<\/h4>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_2\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\"># \u4eceGitHub\u4e0a\u62c9\u53d6AgentScope\u7684\u6e90\u4ee3\u7801\r\ngit clone https:\/\/github.com\/modelscope\/agentscope.git\r\ncd agentscope\r\n# \u5b89\u88c5\u9700\u8981\u7684Python \u5305\r\npip install -e .\r\n#\u521b\u5efa\u4f9b\u81ea\u5df1\u8c03\u6574\u7684\u76ee\u5f55\r\nmkdir AI<\/code><\/pre>\n<ul id=\"code_id_2\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202412\/25\/f8cc5fe87c5bd1550ae378c9fa3b4a774a2a32.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h4>\u51c6\u5907\u6a21\u578b\u914d\u7f6e\u548c\u521d\u59cb\u5316\u6ce8\u518cAgentscope-test.py<\/h4>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_3\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">### cd AI\r\n### vim Agentscope-test.py\r\n# -*- coding: utf-8 -*-\r\nimport agentscope\r\nfrom agentscope.agents import DialogAgent, UserAgent\r\nfrom agentscope.message import Msg\r\n# \u6a21\u578b\u914d\u7f6e\r\nmodel_configs_name = \"test-llama3\"\r\nmodel_configs = [\r\n    {\r\n        \"config_name\": \"test-llama3\",\r\n        \"model_type\": \"ollama_chat\",\r\n        \"model_name\": \"llama3:latest\",\r\n        \"host\": \"192.168.100.134:11434\"   # ollama\u6240\u5728\u670d\u52a1\u5668\u7684IP\u548c\u7aef\u53e3\uff0c\u7aef\u53e3\u9ed8\u8ba411434\r\n    }\r\n]\r\n#\u521d\u59cb\u5316agentscope\r\nagentscope.init(model_configs = model_configs, project = \"test-1\", studio_url=\"http:\/\/0.0.0.0:5000\")\r\n\r\n#\u521d\u59cb\u5316agent\r\ndialogAgent = DialogAgent(name=\"\u5c0f\u52a9\u624b\", model_config_name=model_configs_name, sys_prompt=\"\u4f60\u662f\u4e00\u4e2aAI\u5c0f\u52a9\u624b\")\r\n\r\nuser = UserAgent(name=\"User\")\r\nx = None\r\nwhile True:\r\n    if x is not None and x.content == \"exit\":\r\n        break\r\n    x = user(x)\r\n    x = dialogAgent(x)<\/code><\/pre>\n<ul id=\"code_id_3\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<li>28.<\/li>\n<li>29.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4>\u542f\u52a8Agentscope Studio<\/h4>\n<p>AgentScope Studio\u662f\u4e00\u4e2a\u5f00\u6e90\u7684Web UI\u5de5\u5177\u5305\uff0c\u7528\u4e8e\u6784\u5efa\u548c\u76d1\u63a7\u591a\u667a\u80fd\u4f53\u5e94\u7528\u7a0b\u5e8f\u3002\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c\u4ee5\u4e0bPython\u4ee3\u7801\u542f\u52a8\u3002<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_4\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">### vim start_studio.py\r\nimport agentscope\r\n\r\n\r\nagentscope.studio.init(\r\n  host=\"0.0.0.0\",\r\n  port=5000\r\n)<\/code><\/pre>\n<ul id=\"code_id_4\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u4e0d\u8bbe\u7f6ehost\u548cport\uff0cstudio\u9ed8\u8ba4\u8bbf\u95ee\u8def\u5f84\u4e3a127.0.0.1\u3002<\/p>\n<h4>\u542f\u52a8Agent<\/h4>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_5\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">#\u542f\u52a8Agentscope Studio\r\nnohup python start_studio.py &amp;\r\n\r\n#\u542f\u52a8Agent\r\npython Agentscope.py<\/code><\/pre>\n<ul id=\"code_id_5\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u8bbf\u95eeStudio\uff0c\u8fdb\u5165dashboard\u5c31\u53ef\u4ee5\u770b\u5230\u542f\u52a8\u7684agent\u4e86\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202412\/25\/d5cd7b8864b7dfc37443971eb44f1b9508334b.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202412\/25\/59cb2a343341201a247171d5ccfb85e63d0ab8.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202412\/25\/769b2ae562368c697179012ffa7687914eb913.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u4ee5\u4e0a\u4f7f\u7528\u7684\u662fAgentscope\u4e2d\u7684DialogAgent\uff0c\u53ef\u4ee5\u5b8c\u6210\u7c7b\u4f3c\u5ba2\u670d\u673a\u5668\u4eba\u7684\u9700\u6c42\uff0c\u9664\u6b64\u4e4b\u5916\uff0c\u4ed6\u8fd8\u6709ReActAgent \u8fd9\u79cd\u80fd\u591f\u8c03\u7528\u5de5\u5177\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6839\u636e\u6211\u4eec\u7684\u9700\u6c42\u81ea\u884c\u5f00\u53d1\u7684agent\uff0c\u53ef\u4ee5\u5904\u7406\u8f83\u4e3a\u590d\u6742\u7684\u4efb\u52a1\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202412\/25\/81bd345990e2a2efa88618ad49a6d551835df6.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h4>\u603b\u7ed3<\/h4>\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0cAI\u5728\u8fd0\u7ef4\u9886\u57df\u7684\u5e94\u7528\u5df2\u7ecf\u6210\u4e3a\u63d0\u5347\u6548\u7387\u548c\u964d\u4f4e\u6210\u672c\u7684\u5173\u952e\u56e0\u7d20\u3002\u901a\u8fc7\u590d\u6742\u5de5\u5177\u8c03\u7528\uff0cAI\u4e5f\u80fd\u591f\u5904\u7406\u5927\u91cf\u7684\u65e5\u5fd7\u6570\u636e\uff0c\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\uff0c\u4e3a\u8fd0\u7ef4\u56e2\u961f\u63d0\u4f9b\u51b3\u7b56\u652f\u6301\u3002\u5b83\u4e0d\u4ec5\u80fd\u591f\u63d0\u9ad8\u8fd0\u7ef4\u5de5\u4f5c\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\uff0c\u8fd8\u80fd\u591f\u91ca\u653e\u8fd0\u7ef4\u4eba\u5458\u7684\u65f6\u95f4\uff0c\u8ba9\u4ed6\u4eec\u80fd\u591f\u4e13\u6ce8\u4e8e\u66f4\u590d\u6742\u548c\u6218\u7565\u6027\u7684\u4efb\u52a1\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u6211\u4eec\u53ef\u4ee5\u9884\u89c1AI\u5c06\u5728\u672a\u6765\u7684\u8fd0\u7ef4\u5de5\u4f5c\u4e2d\u626e\u6f14\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u89d2\u8272\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div 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