{"id":14846,"date":"2024-12-05T09:44:53","date_gmt":"2024-12-05T01:44:53","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14846"},"modified":"2024-12-05T09:44:53","modified_gmt":"2024-12-05T01:44:53","slug":"bambo","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/bambo\/","title":{"rendered":"Bambo\uff1a\u8f7b\u91cf\u7075\u6d3b\u7684\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u7b80\u5355\u914d\u7f6e\u89d2\u8272\u548c\u5de5\u5177\uff0c\u5904\u7406\u591a\u79cd\u8d1f\u8f7d\u4efb\u52a1"},"content":{"rendered":"<p>Bambo\u662f\u4e00\u4e2a\u65b0\u578b\u7684\u4ee3\u7406\u6846\u67b6\uff0c\u4e0e\u4e3b\u6d41\u6846\u67b6\u76f8\u6bd4\uff0c\u5b83\u66f4\u52a0\u8f7b\u91cf\u548c\u7075\u6d3b\uff0c\u80fd\u591f\u5904\u7406\u5404\u79cd\u8d1f\u8f7d\u4efb\u52a1\u3002Bambo\u901a\u8fc7\u5b9a\u4e49\u5de5\u5177\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u5de5\u5177\uff0c\u5e76\u4f7f\u7528\u5f02\u6b65\u81ea\u5b9a\u4e49\u51fd\u6570\u6765\u5b9e\u73b0\u9ad8\u6548\u7684\u4ee3\u7406\u529f\u80fd\u3002\u7528\u6237\u53ef\u4ee5\u5728llm_client.py\u6587\u4ef6\u4e2d\u5b9a\u4e49\u6240\u9700\u8c03\u7528\u7684\u6a21\u578b\u548c\u5ba2\u6237\u7aef\u53c2\u6570\uff0c\u7136\u540e\u5728\u793a\u4f8b\u6587\u4ef6\u5939\u4e2d\u521b\u5efa\u81ea\u5df1\u7684\u6d4b\u8bd5\u811a\u672c\u3002Bambo\u7684\u76ee\u6807\u662f\u63d0\u4f9b\u4e00\u4e2a\u9ad8\u6548\u3001\u7075\u6d3b\u7684\u4ee3\u7406\u89e3\u51b3\u65b9\u6848\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u5e94\u7528\u573a\u666f\u3002<\/p>\n<blockquote><p>\u4f20\u7edfAgent\u6846\u67b6\u6bcf\u4e2a\u89d2\u8272\u90fd\u662f\u72ec\u7acb\u7684Agent\uff0c\u9700\u8981\u4e00\u4e2a&#8221;\u4e3b\u7ba1&#8221;\u534f\u8c03\u5de5\u4f5c\uff0c\u89d2\u8272\u5207\u6362\u8981\u7ecf\u8fc7\u590d\u6742\u7684\u4ea4\u63a5\u6d41\u7a0b\uff0cLLM\u8c03\u7528\u6b21\u6570\u6bd4\u8f83\u591a\uff0c\u5bfc\u81f4\u54cd\u5e94\u901f\u5ea6\u548c\u6d41\u7545\u6027\u4e0d\u4f73\u3002<\/p>\n<p>Bambo\u901a\u8fc7\u89d2\u8272\u626e\u6f14\u7684\u65b9\u5f0f\u89e3\u51b3\u6b64\u95ee\u9898\u3002\u57fa\u4e8eBambo\uff0c\u5b9e\u73b0\u4e86notebooklm\u7c7b\u4f3c\u7684\u6548\u679c\uff0c\u6548\u679c\u4e2d\u6ca1\u6709TTS\uff0c\u5982\u679c\u9700\u8981\uff0c\u53ef\u4ee5\u5728\u6d4b\u8bd5\u811a\u672c\u4e2d\u6dfb\u52a0\u76f8\u5e94\u7684\u4ee3\u7801\u3002<\/p><\/blockquote>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-14848\" title=\"Bambo\uff1a\u8f7b\u91cf\u7075\u6d3b\u7684\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u7b80\u5355\u914d\u7f6e\u89d2\u8272\u548c\u5de5\u5177\uff0c\u5904\u7406\u591a\u79cd\u8d1f\u8f7d\u4efb\u52a1-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/60801dfcf048813.jpg\" alt=\"Bambo\uff1a\u8f7b\u91cf\u7075\u6d3b\u7684\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u7b80\u5355\u914d\u7f6e\u89d2\u8272\u548c\u5de5\u5177\uff0c\u5904\u7406\u591a\u79cd\u8d1f\u8f7d\u4efb\u52a1-1\" width=\"1039\" height=\"549\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/60801dfcf048813.jpg 1468w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/60801dfcf048813-300x159.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/60801dfcf048813-1024x541.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/60801dfcf048813-768x406.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/60801dfcf048813-18x10.jpg 18w\" sizes=\"auto, (max-width: 1039px) 100vw, 1039px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-14847\" title=\"Bambo\uff1a\u8f7b\u91cf\u7075\u6d3b\u7684\u4ee3\u7406\u6846\u67b6\uff0c\u5904\u7406\u591a\u79cd\u8d1f\u8f7d\u4efb\u52a1-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/406ac016dc27a46.jpg\" alt=\"Bambo\uff1a\u8f7b\u91cf\u7075\u6d3b\u7684\u4ee3\u7406\u6846\u67b6\uff0c\u5904\u7406\u591a\u79cd\u8d1f\u8f7d\u4efb\u52a1-1\" width=\"948\" height=\"978\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/406ac016dc27a46.jpg 2184w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/406ac016dc27a46-291x300.jpg 291w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/406ac016dc27a46-993x1024.jpg 993w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/406ac016dc27a46-768x792.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/406ac016dc27a46-1490x1536.jpg 1490w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/406ac016dc27a46-1986x2048.jpg 1986w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/406ac016dc27a46-12x12.jpg 12w\" sizes=\"auto, (max-width: 948px) 100vw, 948px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u8f7b\u91cf\u7075\u6d3b\u7684\u4ee3\u7406\u6846\u67b6<\/li>\n<li>\u5904\u7406\u5404\u79cd\u8d1f\u8f7d\u4efb\u52a1<\/li>\n<li>\u652f\u6301\u5f02\u6b65\u81ea\u5b9a\u4e49\u51fd\u6570<\/li>\n<li>\u5b9a\u4e49\u548c\u8c03\u7528\u6240\u9700\u7684\u6a21\u578b\u548c\u5ba2\u6237\u7aef\u53c2\u6570<\/li>\n<li>\u521b\u5efa\u548c\u8fd0\u884c\u6d4b\u8bd5\u811a\u672c<\/li>\n<li>\u591a\u89d2\u8272\u573a\u666f\u652f\u6301<\/li>\n<li>\u4ee3\u7801\u6267\u884c\u548c\u5206\u6790\u529f\u80fd<\/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>\u514b\u9686\u4ed3\u5e93\uff1a\n<pre><code>git clone https:\/\/github.com\/LB-Young\/Bambo.git\r\ncd Bambo\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\u4f9d\u8d56\uff1a\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u624b\u52a8\u5b89\u88c5PyTorch\uff08\u5982\u6709\u9700\u8981\uff09\uff1a\n<pre><code>pip3 install torch torchvision torchaudio\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u8bbe\u7f6e\u548c\u914d\u7f6e<\/h3>\n<ol>\n<li>\u5b9a\u4e49\u5de5\u5177\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u5de5\u5177\uff0c\u5e76\u786e\u4fdd\u81ea\u5b9a\u4e49\u51fd\u6570\u662f\u5f02\u6b65\u7684\u3002<\/li>\n<li>\u5728llm_client.py\u6587\u4ef6\u4e2d\u5b9a\u4e49\u6240\u9700\u8c03\u7528\u7684\u6a21\u578b\u548c\u5ba2\u6237\u7aef\u53c2\u6570\u3002<\/li>\n<li>\u5728\u793a\u4f8b\u6587\u4ef6\u5939\u4e2d\u521b\u5efa\u81ea\u5df1\u7684\u6d4b\u8bd5\u811a\u672c\uff0c\u5b9a\u4e49\u6240\u9700\u7684\u89d2\u8272\u548c\u5de5\u5177\u3002<\/li>\n<li>\u521d\u59cb\u5316Bambo\u5bf9\u8c61\u5e76\u4f20\u5165\u6240\u9700\u53c2\u6570\uff1a\n<pre><code>from src.bambo import Bambo\r\nfrom src.llm_client import client, model\r\nfrom src.tools.code_execute import code_execute\r\nroles = {\r\n\"finance_expert\": \"\u91d1\u878d\u4e13\u5bb6\",\r\n\"law_expert\": \"\u6cd5\u5f8b\u4e13\u5bb6\",\r\n\"medical_expert\": \"\u533b\u7597\u4e13\u5bb6\",\r\n\"computer_expert\": \"\u8ba1\u7b97\u673a\u4e13\u5bb6\",\r\n}\r\ntools = {}\r\nbambo = Bambo(client=client, bambo_role=None, roles=roles, tools=tools, agents=None, model=model)\r\nquery = \"\u6211\u662f\u9ad8\u8003\u751f\uff0c\u73b0\u5728\u60f3\u8981\u9009\u4e13\u4e1a\uff0c\u4f46\u662f\u4e0d\u77e5\u9053\u9009\u4ec0\u4e48\u4e13\u4e1a\u3002\u8bf7\u4f60\u4ecb\u7ecd\u4e00\u4e0b\u91d1\u878d\u3001\u6cd5\u5f8b\u548c\u8ba1\u7b97\u673a\u4e09\u4e2a\u4e13\u4e1a\u5206\u522b\u6709\u4ec0\u4e48\u4f18\u70b9\u548c\u7f3a\u70b9\u3002\"\r\nasync for item in bambo.execute(query=query):\r\nprint(item, end=\"\", flush=True)\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528Bambo<\/h3>\n<ol>\n<li>\u8fd0\u884cBambo\u63a5\u53e3\uff1a\n<pre><code>python examples\/notebooklm.py\r\n<\/code><\/pre>\n<\/li>\n<li>\u6216\u5728\u540e\u53f0\u8fd0\u884c\u4ee3\u7406\uff1a\n<pre><code>nohup python examples\/multi_roles.py &amp;&gt; multi_roles.log &amp;\r\n<\/code><\/pre>\n<\/li>\n<li>\u4ea4\u4e92\u5f0f\u83dc\u5355\u5c06\u5f15\u5bfc\u60a8\u5b8c\u6210\u4ee5\u4e0b\u9009\u9879\uff1a\n<ul>\n<li>\u521b\u5efa\/\u66f4\u65b0\u8bad\u7ec3\u6570\u636e\u96c6<\/li>\n<li>\u8bad\u7ec3\u6a21\u578b<\/li>\n<li>\u8fd0\u884c\u4ee3\u7406<\/li>\n<li>\u8fd0\u884c\u5b8c\u6574\u5de5\u4f5c\u6d41\u7a0b<\/li>\n<li>\u9000\u51fa<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u914d\u7f6e<\/h3>\n<p>\u7f16\u8f91config.py\u4ee5\u81ea\u5b9a\u4e49\uff1a<\/p>\n<ul>\n<li>\u6a21\u578b\u9009\u62e9<\/li>\n<li>\u8bad\u7ec3\u8d85\u53c2\u6570<\/li>\n<li>\u4ee3\u7406\u8bbe\u7f6e<\/li>\n<li>\u54cd\u5e94\u6a21\u677f<\/li>\n<li>\u4efb\u52a1\u8fc7\u6ee4<\/li>\n<\/ul>\n<p>Bambo\u63d0\u4f9b\u591a\u79cd\u65b9\u5f0f\u8fc7\u6ee4\u5904\u7406\u7684\u4efb\u52a1\uff1a<\/p>\n<ol>\n<li>\u6807\u7b7e\uff08\u81ea\u52a8\uff09<\/li>\n<li>\u9ed1\u540d\u5355\uff08\u624b\u52a8\uff09<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Bambo\u662f\u4e00\u4e2a\u65b0\u578b\u7684\u4ee3\u7406\u6846\u67b6\uff0c\u4e0e\u4e3b\u6d41\u6846\u67b6\u76f8\u6bd4\uff0c\u5b83\u66f4\u52a0\u8f7b\u91cf\u548c\u7075\u6d3b\uff0c\u80fd\u591f\u5904\u7406\u5404\u79cd\u8d1f\u8f7d\u4efb\u52a1\u3002Bambo\u901a\u8fc7\u5b9a\u4e49\u5de5\u5177\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u5de5\u5177\uff0c\u5e76\u4f7f\u7528\u5f02\u6b65\u81ea\u5b9a\u4e49\u51fd\u6570\u6765\u5b9e\u73b0\u9ad8\u6548\u7684\u4ee3\u7406\u529f\u80fd\u3002\u7528\u6237\u53ef\u4ee5\u5728llm_client.py\u6587\u4ef6\u4e2d\u5b9a\u4e49\u6240\u9700\u8c03\u7528\u7684\u6a21\u578b\u548c\u5ba2\u6237\u7aef\u53c2&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61368,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,201],"class_list":["post-14846","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\/14846","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=14846"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14846\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/61368"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=14846"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=14846"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=14846"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}