{"id":17008,"date":"2025-01-02T19:54:10","date_gmt":"2025-01-02T11:54:10","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=17008"},"modified":"2025-01-02T19:54:10","modified_gmt":"2025-01-02T11:54:10","slug":"orchestra","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/orchestra\/","title":{"rendered":"Orchestra\uff1a\u6784\u5efa\u667a\u80fdAI\u56e2\u961f\uff0c\u8ba9\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u5f00\u53d1\u66f4\u7b80\u5355\u9ad8\u6548"},"content":{"rendered":"<p>Orchestra\u662f\u4e00\u4e2a\u521b\u65b0\u7684\u8f7b\u91cf\u7ea7Python\u6846\u67b6,\u4e13\u6ce8\u4e8e\u6784\u5efa\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b(LLM)\u7684\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u7cfb\u7edf\u3002\u5b83\u91c7\u7528\u72ec\u7279\u7684\u667a\u80fd\u4f53\u7f16\u6392\u65b9\u6cd5,\u8ba9\u591a\u4e2aAI\u667a\u80fd\u4f53\u80fd\u591f\u50cf\u4ea4\u54cd\u4e50\u56e2\u4e00\u6837\u548c\u8c10\u914d\u5408\u5de5\u4f5c\u3002\u901a\u8fc7\u6a21\u5757\u5316\u67b6\u6784\u8bbe\u8ba1,\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u521b\u5efa\u3001\u6269\u5c55\u548c\u96c6\u6210\u5404\u7c7b\u667a\u80fd\u4f53,\u5b9e\u73b0\u590d\u6742\u4efb\u52a1\u7684\u5206\u89e3\u4e0e\u534f\u540c\u3002Orchestra\u652f\u6301GPT-4\u3001Claude 3\u7b49\u4e3b\u6d41\u5927\u6a21\u578b,\u5e76\u63d0\u4f9b\u4e30\u5bcc\u7684\u5185\u7f6e\u5de5\u5177\u96c6,\u5305\u62ec\u7f51\u9875\u6293\u53d6\u3001\u6587\u4ef6\u5904\u7406\u3001GitHub\u4ea4\u4e92\u7b49\u529f\u80fd\u3002\u5176\u7a81\u51fa\u7279\u70b9\u662f\u7b80\u6d01\u7684\u5de5\u5177\u5b9a\u4e49\u65b9\u5f0f\u3001\u5b9e\u65f6\u6d41\u5f0f\u8f93\u51fa\u3001\u4f18\u96c5\u7684\u9519\u8bef\u5904\u7406\u673a\u5236,\u4ee5\u53ca\u57fa\u4e8e\u7ed3\u6784\u5316\u601d\u7ef4\u6a21\u5f0f\u7684\u4efb\u52a1\u6267\u884c\u6d41\u7a0b\u3002\u4f5c\u4e3aTaskflowAI\u7684\u8fdb\u9636\u7248\u672c,Orchestra\u81f4\u529b\u4e8e\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u66f4\u5f3a\u5927\u3001\u66f4\u7075\u6d3b\u7684AI\u5e94\u7528\u5f00\u53d1\u6846\u67b6\u3002<\/p>\n<p><a href=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/469a82cba2cfccf.svg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-17009\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/469a82cba2cfccf.svg\" alt=\"\" width=\"1095\" height=\"1124\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u667a\u80fd\u4f53\u7f16\u6392\u7cfb\u7edf<\/strong>: \u652f\u6301\u667a\u80fd\u4f53\u540c\u65f6\u4f5c\u4e3a\u6267\u884c\u8005\u548c\u6307\u6325\u8005,\u5b9e\u73b0\u4efb\u52a1\u52a8\u6001\u5206\u89e3\u548c\u667a\u80fd\u4f53\u95f4\u534f\u8c03<\/li>\n<li><strong>\u6a21\u5757\u5316\u67b6\u6784<\/strong>: \u63d0\u4f9b\u53ef\u6269\u5c55\u7684\u7ec4\u4ef6\u5316\u8bbe\u8ba1,\u4fbf\u4e8e\u6784\u5efa\u548c\u6574\u5408\u81ea\u5b9a\u4e49\u529f\u80fd<\/li>\n<li><strong>\u591a\u6a21\u578b\u652f\u6301<\/strong>: \u96c6\u6210OpenAI\u3001Anthropic\u3001Openrouter\u3001Ollama\u3001Groq\u7b49\u591a\u5bb6LLM\u63d0\u4f9b\u5546<\/li>\n<li><strong>\u5185\u7f6e\u5de5\u5177\u96c6<\/strong>: \u5305\u542b\u7f51\u9875\u5de5\u5177\u3001\u6587\u4ef6\u5de5\u5177\u3001GitHub\u5de5\u5177\u3001\u8ba1\u7b97\u5de5\u5177\u7b49\u591a\u79cd\u5b9e\u7528\u5de5\u5177<\/li>\n<li><strong>\u5b9e\u65f6\u6d41\u5904\u7406<\/strong>: \u652f\u6301\u540c\u6b65\u548c\u5f02\u6b65\u7684\u5b9e\u65f6\u8f93\u51fa\u6d41\u5f0f\u5904\u7406<\/li>\n<li><strong>\u9519\u8bef\u5904\u7406\u673a\u5236<\/strong>: \u5185\u7f6e\u667a\u80fd\u5931\u8d25\u5904\u7406\u548c\u53ef\u914d\u7f6e\u7684\u964d\u7ea7\u94fe<\/li>\n<li><strong>\u7ed3\u6784\u5316\u4efb\u52a1\u6267\u884c<\/strong>: \u901a\u8fc7\u5206\u9636\u6bb5\u6267\u884c\u51cf\u8f7bLLM\u8ba4\u77e5\u8d1f\u62c5<\/li>\n<li><strong>\u7b80\u6d01\u5de5\u5177\u5b9a\u4e49<\/strong>: \u57fa\u4e8e\u6587\u6863\u5b57\u7b26\u4e32\u7684\u7b80\u5355\u5de5\u5177\u5b9a\u4e49\u65b9\u5f0f,\u65e0\u9700\u590d\u6742JSON\u6a21\u5f0f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>1. \u5b89\u88c5\u914d\u7f6e<\/h3>\n<p>Orchestra\u6846\u67b6\u7684\u5b89\u88c5\u975e\u5e38\u7b80\u5355,\u53ea\u9700\u8981\u4f7f\u7528pip\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4:<\/p>\n<pre><code>pip install mainframe-orchestra\r\n<\/code><\/pre>\n<h3>2. \u57fa\u7840\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<h4>2.1 \u521b\u5efa\u5355\u4e2a\u667a\u80fd\u4f53<\/h4>\n<pre><code>from mainframe_orchestra import Agent, Task, OpenaiModels, WebTools\r\n# \u521b\u5efa\u7814\u7a76\u52a9\u624b\u667a\u80fd\u4f53\r\nresearch_agent = Agent(\r\nrole=\"\u7814\u7a76\u52a9\u624b\",\r\ngoal=\"\u56de\u7b54\u7528\u6237\u67e5\u8be2\",\r\nllm=OpenaiModels.gpt_4o,\r\ntools={WebTools.exa_search}\r\n)\r\n# \u5b9a\u4e49\u7814\u7a76\u4efb\u52a1\r\ndef research_task(topic):\r\nreturn Task.create(\r\nagent=research_agent,\r\ninstruction=f\"\u4f7f\u7528\u641c\u7d22\u5de5\u5177\u7814\u7a76{topic}\u5e76\u8fdb\u884c\u901a\u4fd7\u6613\u61c2\u7684\u89e3\u91ca\"\r\n)\r\n<\/code><\/pre>\n<h4>2.2 \u6784\u5efa\u591a\u667a\u80fd\u4f53\u56e2\u961f<\/h4>\n<p>Orchestra\u652f\u6301\u521b\u5efa\u591a\u4e2a\u4e13\u4e1a\u5316\u667a\u80fd\u4f53\u534f\u540c\u5de5\u4f5c,\u4f8b\u5982\u6784\u5efa\u91d1\u878d\u5206\u6790\u56e2\u961f:<\/p>\n<ol>\n<li>\u5e02\u573a\u5206\u6790\u5e08 &#8211; \u8d1f\u8d23\u5e02\u573a\u5fae\u89c2\u7ed3\u6784\u5206\u6790<\/li>\n<li>\u57fa\u672c\u9762\u5206\u6790\u5e08 &#8211; \u8d1f\u8d23\u516c\u53f8\u8d22\u52a1\u5206\u6790<\/li>\n<li>\u6280\u672f\u5206\u6790\u5e08 &#8211; \u8d1f\u8d23\u4ef7\u683c\u56fe\u8868\u5206\u6790<\/li>\n<li>\u60c5\u7eea\u5206\u6790\u5e08 &#8211; \u8d1f\u8d23\u5e02\u573a\u60c5\u7eea\u5206\u6790<\/li>\n<li>\u6307\u6325\u8005\u667a\u80fd\u4f53 &#8211; \u8d1f\u8d23\u534f\u8c03\u5176\u4ed6\u667a\u80fd\u4f53<\/li>\n<\/ol>\n<h3>3. \u9ad8\u7ea7\u529f\u80fd\u4f7f\u7528<\/h3>\n<h4>3.1 \u5de5\u5177\u96c6\u6210<\/h4>\n<p>Orchestra\u63d0\u4f9b\u591a\u79cd\u5185\u7f6e\u5de5\u5177:<\/p>\n<ul>\n<li>WebTools: \u7f51\u9875\u6293\u53d6\u3001\u641c\u7d22\u3001\u5929\u6c14API\u7b49<\/li>\n<li>FileTools: CSV\u3001JSON\u3001XML\u7b49\u6587\u4ef6\u64cd\u4f5c<\/li>\n<li>GitHubTools: \u4ee3\u7801\u4ed3\u5e93\u4ea4\u4e92\u5de5\u5177<\/li>\n<li>CalculatorTools: \u65e5\u671f\u65f6\u95f4\u8ba1\u7b97<\/li>\n<li>WikipediaTools: \u7ef4\u57fa\u767e\u79d1\u4fe1\u606f\u68c0\u7d22<\/li>\n<li>AmadeusTools: \u822a\u73ed\u4fe1\u606f\u641c\u7d22<\/li>\n<\/ul>\n<h4>3.2 \u81ea\u5b9a\u4e49\u5de5\u5177\u5f00\u53d1<\/h4>\n<p>\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u6587\u6863\u5b57\u7b26\u4e32\u65b9\u5f0f\u5b9a\u4e49\u81ea\u5df1\u7684\u5de5\u5177:<\/p>\n<pre><code>def custom_tool(param1: str, param2: int) -&gt; str:\r\n\"\"\"\u5de5\u5177\u63cf\u8ff0\r\nArgs:\r\nparam1: \u53c2\u65701\u8bf4\u660e\r\nparam2: \u53c2\u65702\u8bf4\u660e\r\nReturns:\r\n\u8fd4\u56de\u503c\u8bf4\u660e\r\n\"\"\"\r\n# \u5de5\u5177\u5b9e\u73b0\u4ee3\u7801\r\n<\/code><\/pre>\n<h4>3.3 \u9519\u8bef\u5904\u7406\u4e0e\u6d41\u7a0b\u63a7\u5236<\/h4>\n<p>Orchestra\u63d0\u4f9b\u5b8c\u5584\u7684\u9519\u8bef\u5904\u7406\u673a\u5236:<\/p>\n<ul>\n<li>\u914d\u7f6e\u964d\u7ea7\u94fe\u5904\u7406LLM\u8c03\u7528\u5931\u8d25<\/li>\n<li>\u5b9e\u65f6\u76d1\u63a7\u667a\u80fd\u4f53\u72b6\u6001<\/li>\n<li>\u4efb\u52a1\u6267\u884c\u8d85\u65f6\u63a7\u5236<\/li>\n<li>\u7ed3\u679c\u9a8c\u8bc1\u4e0e\u91cd\u8bd5\u673a\u5236<\/li>\n<\/ul>\n<h3>4. \u6700\u4f73\u5b9e\u8df5\u5efa\u8bae<\/h3>\n<ul>\n<li>\u5408\u7406\u5212\u5206\u667a\u80fd\u4f53\u804c\u8d23,\u907f\u514d\u804c\u8d23\u91cd\u53e0<\/li>\n<li>\u4f7f\u7528\u7ed3\u6784\u5316\u7684\u4efb\u52a1\u5206\u89e3\u65b9\u5f0f<\/li>\n<li>\u5145\u5206\u5229\u7528\u5185\u7f6e\u5de5\u5177\u63d0\u9ad8\u6548\u7387<\/li>\n<li>\u5b9e\u73b0\u5fc5\u8981\u7684\u9519\u8bef\u5904\u7406\u673a\u5236<\/li>\n<li>\u4fdd\u6301\u4ee3\u7801\u6a21\u5757\u5316\u548c\u53ef\u7ef4\u62a4\u6027<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Orchestra\u662f\u4e00\u4e2a\u521b\u65b0\u7684\u8f7b\u91cf\u7ea7Python\u6846\u67b6,\u4e13\u6ce8\u4e8e\u6784\u5efa\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b(LLM)\u7684\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u7cfb\u7edf\u3002\u5b83\u91c7\u7528\u72ec\u7279\u7684\u667a\u80fd\u4f53\u7f16\u6392\u65b9\u6cd5,\u8ba9\u591a\u4e2aAI\u667a\u80fd\u4f53\u80fd\u591f\u50cf\u4ea4\u54cd\u4e50\u56e2\u4e00\u6837\u548c\u8c10\u914d\u5408\u5de5\u4f5c\u3002\u901a\u8fc7\u6a21\u5757\u5316\u67b6\u6784\u8bbe\u8ba1,\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u521b\u5efa\u3001\u6269\u5c55\u548c\u96c6\u6210\u5404\u7c7b\u667a&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61551,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,201],"class_list":["post-17008","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aizhinengti"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/17008","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=17008"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/17008\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61551"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=17008"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=17008"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=17008"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}