{"id":19326,"date":"2025-01-25T13:39:47","date_gmt":"2025-01-25T05:39:47","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=19326"},"modified":"2025-01-25T13:39:47","modified_gmt":"2025-01-25T05:39:47","slug":"autogen-2","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/autogen-2\/","title":{"rendered":"AutoGen\uff1a\u5fae\u8f6f\u5f00\u53d1\u7684\u591a\u667a\u80fd\u4f53\u5bf9\u8bdd\u6846\u67b6"},"content":{"rendered":"<p>AutoGen\u662f\u7531\u5fae\u8f6f\u7814\u7a76\u56e2\u961f\u5f00\u53d1\u7684\u5f00\u6e90\u6846\u67b6\uff0c\u4e13\u6ce8\u4e8e\u901a\u8fc7\u591a\u667a\u80fd\u4f53\u5bf9\u8bdd\u6765\u7b80\u5316\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5e94\u7528\u7684\u6784\u5efa\u3002\u5b83\u5141\u8bb8\u5f00\u53d1\u8005\u521b\u5efa\u53ef\u4ee5\u76f8\u4e92\u5bf9\u8bdd\u3001\u534f\u4f5c\u89e3\u51b3\u4efb\u52a1\u7684AI\u4ee3\u7406\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u4ec5\u63d0\u9ad8\u4e86LLM\u7684\u6027\u80fd\uff0c\u8fd8\u901a\u8fc7\u96c6\u6210\u4eba\u7c7b\u8f93\u5165\u548c\u5de5\u5177\u4f7f\u7528\uff0c\u589e\u5f3a\u4e86\u7cfb\u7edf\u7684\u7075\u6d3b\u6027\u548c\u5b9e\u7528\u6027\u3002AutoGen\u652f\u6301\u4ece\u7b80\u5355\u7684\u53cc\u667a\u80fd\u4f53\u5bf9\u8bdd\u5230\u590d\u6742\u7684\u591a\u667a\u80fd\u4f53\u7fa4\u804a\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u590d\u6742\u5ea6\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n<blockquote><p>\u5fae\u8f6f\u63a8\u51fa AutoGen 0.4 \uff0c\u8fd9\u662f\u4e00\u4e2a\u5b8c\u5168\u91cd\u5199\u4e14\u4e0d\u5411\u540e\u517c\u5bb9\u7684 AutoGen \u7248\u672c\u3002\u5168\u65b0\u7684AutoGen0.4\u7248\u672c\u91c7\u7528\u4e86\u4e00\u79cd\u5206\u5c42\u3001\u53ef\u6269\u5c55\u7684\u6a21\u5757\u5316\u67b6\u6784\uff0c\u662f\u4e00\u4e2a\u5f02\u6b65\u7684\u3001\u6d88\u606f\u9a71\u52a8\u7684\u3001\u53ef\u6269\u5c55\u7684\u591aAgent\u6846\u67b6\uff0c\u7528\u4e8e\u6784\u5efa\u9ad8\u7ea7AI\u667a\u80fd\u4f53\u7cfb\u7edf\u3002<\/p><\/blockquote>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19327\" title=\"AutoGen\uff1a\u5fae\u8f6f\u5f00\u53d1\u7684\u591a\u667a\u80fd\u4f53\u5bf9\u8bdd\u6846\u67b6\uff0c\u7528\u4e8e\u6784\u5efa\u590d\u6742\u4efb\u52a1\u7684AI\u5e94\u7528-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fe8fb15920bb5fe.png\" alt=\"AutoGen\uff1a\u5fae\u8f6f\u5f00\u53d1\u7684\u591a\u667a\u80fd\u4f53\u5bf9\u8bdd\u6846\u67b6\uff0c\u7528\u4e8e\u6784\u5efa\u590d\u6742\u4efb\u52a1\u7684AI\u5e94\u7528-1\" width=\"905\" height=\"604\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fe8fb15920bb5fe.png 905w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fe8fb15920bb5fe-300x200.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fe8fb15920bb5fe-768x513.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/fe8fb15920bb5fe-18x12.png 18w\" sizes=\"auto, (max-width: 905px) 100vw, 905px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u591a\u667a\u80fd\u4f53\u534f\u4f5c<\/strong>\uff1a\u5141\u8bb8\u591a\u4e2aAI\u4ee3\u7406\u901a\u8fc7\u5bf9\u8bdd\u534f\u540c\u5de5\u4f5c\uff0c\u89e3\u51b3\u590d\u6742\u4efb\u52a1\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u4e0e\u53ef\u6269\u5c55\u6027<\/strong>\uff1a\u5f00\u53d1\u8005\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u5b9a\u5236\u667a\u80fd\u4f53\u7684\u884c\u4e3a\u548c\u5bf9\u8bdd\u6a21\u5f0f\u3002<\/li>\n<li><strong>\u652f\u6301\u4eba\u7c7b\u53c2\u4e0e<\/strong>\uff1a\u667a\u80fd\u4f53\u53ef\u4ee5\u4e0e\u4eba\u7c7b\u7528\u6237\u4e92\u52a8\uff0c\u63a5\u53d7\u4eba\u7c7b\u53cd\u9988\u6765\u4f18\u5316\u4efb\u52a1\u6267\u884c\u3002<\/li>\n<li><strong>\u5de5\u5177\u96c6\u6210<\/strong>\uff1a\u667a\u80fd\u4f53\u80fd\u76f4\u63a5\u4f7f\u7528\u4ee3\u7801\u6216\u5916\u90e8\u5de5\u5177\uff0c\u589e\u5f3a\u4efb\u52a1\u5904\u7406\u80fd\u529b\u3002<\/li>\n<li><strong>\u591a\u6837\u5316\u5e94\u7528\u573a\u666f<\/strong>\uff1a\u4ece\u6570\u5b66\u95ee\u9898\u89e3\u51b3\u5230\u7f16\u7a0b\u3001\u4f9b\u5e94\u94fe\u4f18\u5316\u7b49\u9886\u57df\u90fd\u6709\u5e94\u7528\u5b9e\u4f8b\u3002<\/li>\n<li><strong>\u6027\u80fd\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u591a\u914d\u7f6e\u63a8\u7406\u548c\u7f13\u5b58\u7b49\u673a\u5236\u63d0\u9ad8LLM\u7684\u6548\u7387\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>AutoGen-Core<\/strong><\/p>\n<p>AutoGen-Core\u662fAutoGen\u6846\u67b6\u7684\u6838\u5fc3API\uff0c\u57fa\u4e8eActor\u6a21\u578b\uff0c\u652f\u6301\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u5f02\u6b65\u6d88\u606f\u4f20\u9012\u548c\u4e8b\u4ef6\u9a71\u52a8\u7684\u5de5\u4f5c\u6d41\u3002\u5b83\u63d0\u4f9b\u4e86\u5e95\u5c42\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u521b\u5efa\u9ad8\u5ea6\u7075\u6d3b\u548c\u53ef\u6269\u5c55\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u3002\u4e3b\u8981\u7279\u70b9\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u5f02\u6b65\u6d88\u606f\u4f20\u9012<\/strong>\uff1a\u667a\u80fd\u4f53\u4e4b\u95f4\u901a\u8fc7\u5f02\u6b65\u6d88\u606f\u8fdb\u884c\u901a\u4fe1\uff0c\u786e\u4fdd\u9ad8\u6548\u7684\u5e76\u53d1\u5904\u7406\u3002<\/li>\n<li><strong>\u4e8b\u4ef6\u9a71\u52a8\u5de5\u4f5c\u6d41<\/strong>\uff1a\u652f\u6301\u57fa\u4e8e\u4e8b\u4ef6\u7684\u5de5\u4f5c\u6d41\u7ba1\u7406\uff0c\u4f7f\u5f97\u7cfb\u7edf\u80fd\u591f\u54cd\u5e94\u73af\u5883\u53d8\u5316\u548c\u4efb\u52a1\u9700\u6c42\u3002<\/li>\n<li><strong>\u9ad8\u7075\u6d3b\u6027<\/strong>\uff1a\u63d0\u4f9b\u4e86\u5bf9\u5e95\u5c42\u7ec4\u4ef6\u7684\u9ad8\u5ea6\u63a7\u5236\uff0c\u9002\u5408\u9ad8\u7ea7\u7528\u6237\u8fdb\u884c\u6df1\u5ea6\u5b9a\u5236\u548c\u4f18\u5316\u3002<\/li>\n<\/ul>\n<p><strong>AutoGen-AgentChat<\/strong><\/p>\n<p>AutoGen-AgentChat\u662f\u4e00\u4e2a\u9ad8\u7ea7API\uff0c\u5efa\u7acb\u5728AutoGen-Core\u4e4b\u4e0a\uff0c\u4e13\u6ce8\u4e8e\u6784\u5efa\u591a\u667a\u80fd\u4f53\u5bf9\u8bdd\u5e94\u7528\u3002\u5b83\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u66f4\u9ad8\u5c42\u6b21\u7684\u62bd\u8c61\uff0c\u7b80\u5316\u4e86\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u521b\u5efa\u548c\u7ba1\u7406\u3002\u4e3b\u8981\u7279\u70b9\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u4efb\u52a1\u9a71\u52a8<\/strong>\uff1a\u5141\u8bb8\u5b9a\u4e49\u5bf9\u8bdd\u667a\u80fd\u4f53\uff0c\u5e76\u5c06\u5b83\u4eec\u7ec4\u6210\u56e2\u961f\u4ee5\u89e3\u51b3\u7279\u5b9a\u4efb\u52a1\u3002<\/li>\n<li><strong>\u9884\u8bbe\u884c\u4e3a<\/strong>\uff1a\u63d0\u4f9b\u4e86\u667a\u80fd\u4f53\u7684\u9884\u8bbe\u884c\u4e3a\u548c\u591a\u667a\u80fd\u4f53\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u65b9\u4fbf\u5feb\u901f\u4e0a\u624b\u3002<\/li>\n<li><strong>\u7528\u6237\u53cb\u597d<\/strong>\uff1a\u9002\u5408\u521d\u5b66\u8005\u4f7f\u7528\uff0c\u63d0\u4f9b\u4e86\u76f4\u89c2\u7684\u9ed8\u8ba4\u8bbe\u7f6e\u548c\u6613\u4e8e\u7406\u89e3\u7684\u63a5\u53e3\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u4e0e\u8bbe\u7f6e<\/h3>\n<p>\u8981\u5f00\u59cb\u4f7f\u7528AutoGen\uff0c\u9996\u5148\u9700\u8981\u901a\u8fc7Python\u5305\u7ba1\u7406\u5668Pip\u5b89\u88c5\uff1a<\/p>\n<pre><code>pip install -U \"autogen-agentchat\" \"autogen-ext[openai]\"\r\n<\/code><\/pre>\n<p><strong>\u4f60\u9700\u8981\u4e00\u4e2aOpenAI\u7684API\u5bc6\u94a5\u6765\u4f7f\u7528\u90e8\u5206\u529f\u80fd\uff0c\u53ef\u4ee5\u901a\u8fc7\u73af\u5883\u53d8\u91cf\u6765\u8bbe\u7f6e\uff1a<\/strong><\/p>\n<pre><code>export OPENAI_API_KEY='your-api-key-here'\r\n<\/code><\/pre>\n<p><strong>\u4f7f\u7528AutoGen<\/strong><\/p>\n<p><strong>\u521b\u5efa\u57fa\u672c\u667a\u80fd\u4f53<\/strong>\uff1a<\/p>\n<pre><code>from autogen import AssistantAgent, UserProxyAgent\r\n# \u5b9a\u4e49\u4e00\u4e2a\u52a9\u624b\u667a\u80fd\u4f53\r\nassistant = AssistantAgent(\"assistant\", \r\nllm_config={\r\n\"config_list\": [{\"model\": \"gpt-4\", \"api_key\": os.environ[\"OPENAI_API_KEY\"]}]\r\n})\r\n# \u521b\u5efa\u4e00\u4e2a\u7528\u6237\u4ee3\u7406\r\nuser_proxy = UserProxyAgent(\"user_proxy\", \r\ncode_execution_config={\"work_dir\": \"coding\", \"use_docker\": False})\r\n# \u5f00\u59cb\u5bf9\u8bdd\r\nuser_proxy.initiate_chat(assistant, message=\"\u89e3\u91ca\u4e00\u4e0b\u4ec0\u4e48\u662fAutoGen\uff1f\")\r\n<\/code><\/pre>\n<p><strong>\u6784\u5efa\u591a\u667a\u80fd\u4f53\u7cfb\u7edf<\/strong>\uff1a<\/p>\n<p><strong>AutoGen\u652f\u6301\u66f4\u590d\u6742\u7684\u591a\u667a\u80fd\u4f53\u4ea4\u4e92\uff0c\u4f8b\u5982\u7fa4\u804a\uff1a<\/strong><\/p>\n<pre><code>from autogen import GroupChat, GroupChatManager\r\n# \u5047\u8bbe\u4f60\u5df2\u7ecf\u5b9a\u4e49\u4e86\u591a\u4e2a\u667a\u80fd\u4f53\r\ngroup_chat = GroupChat(agents=[assistant, another_agent], messages=[], max_round=10)\r\nmanager = GroupChatManager(group_chat)\r\nuser_proxy.initiate_chat(manager, message=\"\u56e2\u961f\u5408\u4f5c\u89e3\u51b3\u8fd9\u4e2a\u7f16\u7a0b\u95ee\u9898\uff1a...\")\r\n<\/code><\/pre>\n<p><strong>\u4f7f\u7528\u5de5\u5177<\/strong>\uff1a<\/p>\n<p><strong>\u667a\u80fd\u4f53\u53ef\u4ee5\u8c03\u7528\u5de5\u5177\uff0c\u6bd4\u5982\u6267\u884c\u4ee3\u7801\u6216\u8fdb\u884c\u7f51\u7edc\u641c\u7d22\uff1a<\/strong><\/p>\n<pre><code># \u914d\u7f6e\u4ee3\u7801\u6267\u884c\u73af\u5883\r\nuser_proxy = UserProxyAgent(\"user_proxy\", code_execution_config={\"work_dir\": \"coding\", \"use_docker\": True})\r\n# \u8ba9\u667a\u80fd\u4f53\u6267\u884c\u4ee3\u7801\r\nuser_proxy.initiate_chat(assistant, message=\"\u7f16\u5199\u5e76\u6267\u884c\u4e00\u4e2a\u7b80\u5355\u7684Python\u811a\u672c\u6765\u6253\u5370'Hello, AutoGen!'\")\r\n<\/code><\/pre>\n<p><strong>\u81ea\u5b9a\u4e49\u667a\u80fd\u4f53\u884c\u4e3a<\/strong>\uff1a<\/p>\n<p><strong>\u4f60\u53ef\u4ee5\u5b9a\u4e49\u667a\u80fd\u4f53\u7684\u7279\u5b9a\u884c\u4e3a\uff0c\u6bd4\u5982\u5728\u7279\u5b9a\u6761\u4ef6\u4e0b\u56de\u5e94\uff1a<\/strong><\/p>\n<pre><code>defcustom_handler(message):\r\nif\"error\"in message.get(\"content\", \"\").lower():\r\nreturn\"\u68c0\u6d4b\u5230\u9519\u8bef\uff0c\u6b63\u5728\u91cd\u65b0\u5c1d\u8bd5...\"\r\nreturnNone\r\nassistant.register_handler(custom_handler, event=\"on_message\")\r\n<\/code><\/pre>\n<p><strong>\u64cd\u4f5c\u6d41\u7a0b<\/strong><\/p>\n<ul>\n<li><strong>\u542f\u52a8\u5bf9\u8bdd<\/strong>\uff1a\u901a\u8fc7<strong>initiate_chat<\/strong>\u65b9\u6cd5\u53ef\u4ee5\u5f00\u59cb\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u4ea4\u6d41\uff0c\u6216\u662f\u667a\u80fd\u4f53\u4e0e\u7528\u6237\u7684\u4e92\u52a8\u3002<\/li>\n<li><strong>\u76d1\u63a7\u4e0e\u4fee\u6539<\/strong>\uff1a\u53ef\u4ee5\u5728\u5bf9\u8bdd\u8fc7\u7a0b\u4e2d\u6dfb\u52a0\u6216\u4fee\u6539\u667a\u80fd\u4f53\uff0c\u6216\u8005\u6539\u53d8\u5bf9\u8bdd\u89c4\u5219\u4ee5\u9002\u5e94\u4efb\u52a1\u9700\u6c42\u3002<\/li>\n<li><strong>\u7ed3\u675f\u4e0e\u7ed3\u679c<\/strong>\uff1a\u5bf9\u8bdd\u7ed3\u675f\u540e\uff0c\u53ef\u4ee5\u67e5\u770b\u667a\u80fd\u4f53\u751f\u6210\u7684\u5185\u5bb9\u6216\u6267\u884c\u7684\u7ed3\u679c\uff0c\u5206\u6790\u5176\u6027\u80fd\u548c\u51c6\u786e\u6027\u3002<\/li>\n<\/ul>\n<p>\u4f7f\u7528AutoGen\u9700\u8981\u4e00\u5b9a\u7684Python\u7f16\u7a0b\u57fa\u7840\uff0c\u4f46\u5176\u6587\u6863\u548c\u793a\u4f8b\u4e30\u5bcc\uff0c\u5e2e\u52a9\u65b0\u624b\u5feb\u901f\u4e0a\u624b\u3002\u901a\u8fc7\u8fd9\u4e9b\u6b65\u9aa4\u548c\u4f8b\u5b50\uff0c\u4f60\u53ef\u4ee5\u5f00\u59cb\u63a2\u7d22AutoGen\u5728AI\u5e94\u7528\u5f00\u53d1\u4e2d\u7684\u5f3a\u5927\u529f\u80fd\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u751f\u6001\u7cfb\u7edf\u8fd8\u652f\u6301\u4e24\u4e2a\u5173\u952e\u7684\u5f00\u53d1\u8005\u5de5\u5177\uff1a<\/strong><\/p>\n<p><a href=\"https:\/\/www.kdjingpai.com\/en\/autogen-studio\/\">AutoGen Studio<\/a> \u63d0\u4f9b\u4e86\u4e00\u79cd\u65e0\u9700\u4ee3\u7801\u7684 GUI\uff0c\u7528\u4e8e\u6784\u5efa\u591a\u4ee3\u7406\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n<p>AutoGen Bench 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