{"id":15624,"date":"2024-12-14T21:03:17","date_gmt":"2024-12-14T13:03:17","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=15624"},"modified":"2024-12-14T21:05:48","modified_gmt":"2024-12-14T13:05:48","slug":"qwen-agent","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/qwen-agent\/","title":{"rendered":"Qwen-Agent\uff1a\u57fa\u4e8eQwen\u7684\u667a\u80fd\u4ee3\u7406\u5e94\u7528\u6846\u67b6\uff0c\u5305\u62ec\u5de5\u5177\u8c03\u7528\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u3001RAG\u548cChrome\u6269\u5c55\u3002"},"content":{"rendered":"<p>Qwen-Agent \u662f\u4e00\u4e2a\u57fa\u4e8e Qwen 2.0 \u53ca\u4ee5\u4e0a\u7248\u672c\u5f00\u53d1\u7684\u667a\u80fd\u4ee3\u7406\u5e94\u7528\u6846\u67b6\uff0c\u5177\u5907\u6307\u4ee4\u8ddf\u968f\u3001\u5de5\u5177\u4f7f\u7528\u3001\u89c4\u5212\u548c\u8bb0\u5fc6\u7b49\u80fd\u529b\u3002\u8be5\u6846\u67b6\u63d0\u4f9b\u4e86\u591a\u79cd\u793a\u4f8b\u5e94\u7528\uff0c\u5982\u6d4f\u89c8\u5668\u52a9\u624b\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u548c\u81ea\u5b9a\u4e49\u52a9\u624b\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u6784\u5efa\u548c\u90e8\u7f72\u667a\u80fd\u4ee3\u7406\u5e94\u7528\u3002Qwen-Agent \u652f\u6301\u591a\u79cd\u529f\u80fd\u6a21\u5757\uff0c\u5305\u62ec\u51fd\u6570\u8c03\u7528\u3001\u4ee3\u7801\u89e3\u91ca\u3001RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u548c Chrome \u6269\u5c55\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u590d\u6742\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-15625\" title=\"Qwen-Agent\uff1a\u57fa\u4e8e Qwen\u7684\u667a\u80fd\u4ee3\u7406\u5e94\u7528\u6846\u67b6\uff0c\u5305\u62ec\u529f\u80fd\u8c03\u7528\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u3001RAG \u548c Chrome \u6269\u5c55\u3002-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c3850743398b8dc.jpg\" alt=\"Qwen-Agent\uff1a\u57fa\u4e8e Qwen\u7684\u667a\u80fd\u4ee3\u7406\u5e94\u7528\u6846\u67b6\uff0c\u5305\u62ec\u529f\u80fd\u8c03\u7528\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u3001RAG \u548c Chrome \u6269\u5c55\u3002-1\" width=\"694\" height=\"172\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c3850743398b8dc.jpg 484w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c3850743398b8dc-300x74.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c3850743398b8dc-18x4.jpg 18w\" sizes=\"auto, (max-width: 694px) 100vw, 694px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u667a\u80fd\u4f53\u6269\u5c55BrowserQwen<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-15626\" title=\"Qwen-Agent\uff1a\u57fa\u4e8eQwen\u7684\u667a\u80fd\u4ee3\u7406\u5e94\u7528\u6846\u67b6\uff0c\u5305\u62ec\u5de5\u5177\u8c03\u7528\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u3001RAG\u548cChrome\u6269\u5c55\u3002-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/276a64fa24db711.jpg\" alt=\"Qwen-Agent\uff1a\u57fa\u4e8eQwen\u7684\u667a\u80fd\u4ee3\u7406\u5e94\u7528\u6846\u67b6\uff0c\u5305\u62ec\u5de5\u5177\u8c03\u7528\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u3001RAG\u548cChrome\u6269\u5c55\u3002-1\" width=\"851\" height=\"923\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/276a64fa24db711.jpg 1080w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/276a64fa24db711-276x300.jpg 276w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/276a64fa24db711-944x1024.jpg 944w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/276a64fa24db711-768x833.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/276a64fa24db711-11x12.jpg 11w\" sizes=\"auto, (max-width: 851px) 100vw, 851px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u51fd\u6570\u8c03\u7528<\/strong>\uff1a\u652f\u6301\u901a\u8fc7\u51fd\u6570\u8c03\u7528\u5b9e\u73b0\u590d\u6742\u4efb\u52a1\u7684\u81ea\u52a8\u5316\u5904\u7406\u3002<\/li>\n<li><strong>\u4ee3\u7801\u89e3\u91ca\u5668<\/strong>\uff1a\u63d0\u4f9b\u4ee3\u7801\u89e3\u91ca\u529f\u80fd\uff0c\u5e2e\u52a9\u7528\u6237\u7406\u89e3\u548c\u6267\u884c\u4ee3\u7801\u3002<\/li>\n<li><strong>RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09<\/strong>\uff1a\u652f\u6301\u5927\u89c4\u6a21\u6587\u6863\u7684\u68c0\u7d22\u548c\u751f\u6210\uff0c\u9002\u7528\u4e8e\u957f\u6587\u6863\u7684\u95ee\u7b54\u4efb\u52a1\u3002<\/li>\n<li><strong>Chrome \u6269\u5c55<\/strong>\uff1a\u63d0\u4f9b\u6d4f\u89c8\u5668\u6269\u5c55\u529f\u80fd\uff0c\u589e\u5f3a\u7528\u6237\u7684\u6d4f\u89c8\u4f53\u9a8c\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u5de5\u5177<\/strong>\uff1a\u5141\u8bb8\u7528\u6237\u6dfb\u52a0\u81ea\u5b9a\u4e49\u5de5\u5177\uff0c\u6269\u5c55\u6846\u67b6\u7684\u529f\u80fd\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u4ece PyPI \u5b89\u88c5\u7a33\u5b9a\u7248\u672c<\/strong>\uff1a\n<pre><code>pip install -U \"qwen-agent[gui,<a href=\"https:\/\/www.kdjingpai.com\/en\/rag\/\">rag<\/a>,code_interpreter,python_executor]\"\r\n<\/code><\/pre>\n<p>\u6216\u8005\u5b89\u88c5\u6700\u5c0f\u4f9d\u8d56\u7248\u672c\uff1a<\/p>\n<pre><code>pip install -U qwen-agent\r\n<\/code><\/pre>\n<p>\u53ef\u9009\u4f9d\u8d56\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><code>[gui]<\/code>\uff1a\u652f\u6301\u57fa\u4e8e Gradio \u7684 GUI<\/li>\n<li><code>[rag]<\/code>\uff1a\u652f\u6301 RAG<\/li>\n<li><code>[code_interpreter]<\/code>\uff1a\u652f\u6301\u4ee3\u7801\u89e3\u91ca\u5668<\/li>\n<li><code>[python_executor]<\/code>\uff1a\u652f\u6301 Qwen2.5-Math \u7684\u5de5\u5177\u96c6\u6210\u63a8\u7406<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4ece\u6e90\u7801\u5b89\u88c5\u6700\u65b0\u5f00\u53d1\u7248\u672c<\/strong>\uff1a\n<pre><code>git clone https:\/\/github.com\/QwenLM\/Qwen-Agent.git\r\ncd Qwen-Agent\r\npip install -e .\/[gui,rag,code_interpreter,python_executor]\r\n<\/code><\/pre>\n<p>\u6216\u8005\u5b89\u88c5\u6700\u5c0f\u4f9d\u8d56\u7248\u672c\uff1a<\/p>\n<pre><code>pip install -e .\/\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u914d\u7f6e\u6a21\u578b\u670d\u52a1<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528\u963f\u91cc\u4e91 DashScope \u63d0\u4f9b\u7684\u6a21\u578b\u670d\u52a1\uff0c\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u00a0<code>DASHSCOPE_API_KEY<\/code>\u00a0\u4e3a\u60a8\u7684 DashScope API \u5bc6\u94a5\u3002<\/li>\n<li>\u6216\u8005\uff0c\u90e8\u7f72\u5e76\u4f7f\u7528\u60a8\u81ea\u5df1\u7684\u6a21\u578b\u670d\u52a1\uff0c\u6309\u7167 Qwen2 \u7684 README \u4e2d\u7684\u8bf4\u660e\u8fdb\u884c\u90e8\u7f72\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5f00\u53d1\u81ea\u5b9a\u4e49\u4ee3\u7406<\/strong>\uff1a<br \/>\nQwen-Agent \u63d0\u4f9b\u4e86\u57fa\u7840\u7ec4\u4ef6\uff0c\u5982\u7ee7\u627f\u81ea\u00a0<code>BaseChatModel<\/code>\u00a0\u7684 LLM \u548c\u7ee7\u627f\u81ea\u00a0<code>BaseTool<\/code>\u00a0\u7684\u5de5\u5177\uff0c\u4ee5\u53ca\u9ad8\u5c42\u7ec4\u4ef6\u5982\u7ee7\u627f\u81ea\u00a0<code>Agent<\/code>\u00a0\u7684\u4ee3\u7406\u3002\u4ee5\u4e0b\u662f\u521b\u5efa\u4e00\u4e2a\u80fd\u591f\u8bfb\u53d6 PDF \u6587\u4ef6\u5e76\u4f7f\u7528\u5de5\u5177\u7684\u4ee3\u7406\u793a\u4f8b\uff1a<\/p>\n<pre><code>from qwen_agent.agents import Assistant\r\nfrom qwen_agent.tools.base import BaseTool, register_tool\r\n@register_tool('my_image_gen')\r\nclass MyImageGen(BaseTool):\r\ndescription = 'AI \u7ed8\u753b\u670d\u52a1\uff0c\u8f93\u5165\u6587\u672c\u63cf\u8ff0\uff0c\u8fd4\u56de\u57fa\u4e8e\u6587\u672c\u4fe1\u606f\u7ed8\u5236\u7684\u56fe\u50cf URL\u3002'\r\nparameters = [{'name': 'prompt', 'type': 'string', 'description': '\u6240\u9700\u56fe\u50cf\u5185\u5bb9\u7684\u8be6\u7ec6\u63cf\u8ff0', 'required': True}]\r\ndef call(self, params: str, **kwargs) -&gt; str:\r\nprompt = json5.loads(params)['prompt']\r\nprompt = urllib.parse.quote(prompt)\r\nreturn json5.dumps({'image_url': f'https:\/\/image.pollinations.ai\/prompt\/{prompt}'}, ensure_ascii=False)\r\nllm_cfg = {\r\n'model': 'qwen-max',\r\n'model_server': 'dashscope',\r\n'generate_cfg': {'top_p': 0.8}\r\n}\r\ntools = ['my_image_gen', 'code_interpreter']\r\nfiles = ['.\/examples\/resource\/doc.pdf']\r\nbot = Assistant(llm=llm_cfg, system_message='You are a helpful assistant.', function_list=tools, files=files)\r\nmessages = []\r\nwhile True:\r\nquery = input('user query: ')\r\nmessages.append({'role': 'user', 'content': query})\r\nresponse = bot.run(messages=messages)\r\nfor res in response:\r\nprint('bot response:', res)\r\nmessages.extend(res)\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5feb\u901f\u542f\u52a8 Gradio Demo<\/strong>\uff1a\n<pre><code>from qwen_agent.gui import WebUI\r\nWebUI(bot).run()\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Qwen-Agent \u662f\u4e00\u4e2a\u57fa\u4e8e Qwen 2.0 \u53ca\u4ee5\u4e0a\u7248\u672c\u5f00\u53d1\u7684\u667a\u80fd\u4ee3\u7406\u5e94\u7528\u6846\u67b6\uff0c\u5177\u5907\u6307\u4ee4\u8ddf\u968f\u3001\u5de5\u5177\u4f7f\u7528\u3001\u89c4\u5212\u548c\u8bb0\u5fc6\u7b49\u80fd\u529b\u3002\u8be5\u6846\u67b6\u63d0\u4f9b\u4e86\u591a\u79cd\u793a\u4f8b\u5e94\u7528\uff0c\u5982\u6d4f\u89c8\u5668\u52a9\u624b\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u548c\u81ea\u5b9a\u4e49\u52a9\u624b\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u6784\u5efa\u548c\u90e8\u7f72\u667a\u80fd\u4ee3\u7406\u5e94\u7528\u3002Qwen-&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61428,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,201],"class_list":["post-15624","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aizhinengti"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/15624","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=15624"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/15624\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/61428"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=15624"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=15624"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=15624"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}