{"id":8589,"date":"2026-05-30T00:20:30","date_gmt":"2026-05-29T16:20:30","guid":{"rendered":"https:\/\/infernews.com\/blog\/repo-asynctool\/"},"modified":"2026-05-30T00:20:30","modified_gmt":"2026-05-29T16:20:30","slug":"repo-asynctool","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/repo-asynctool\/","title":{"rendered":"AsyncTool \u9ede\u6a23\u6e2c\u8a66\u4ee3\u7406\u591a\u5de5\u5de5\u5177\u80fd\u529b"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/figure-1-dataset-construction-0f35ea2de783.jpg\" alt=\"Dataset construction pipeline\"><\/figure>\n<p>AsyncTool \u662f\u4e00\u500b\u57fa\u6e96\u6e2c\u8a66\u9805\u76ee\uff0c\u91cd\u9ede\u4e0d\u5728\u6559\u6a21\u578b\u600e\u6a23\u8abf\u7528\u5de5\u5177\uff0c\u800c\u662f\u6aa2\u67e5\u5b83\u5728\u591a\u500b\u4efb\u52d9\u540c\u6642\u9032\u884c\u3001\u800c Function Calling \u56de\u61c9\u53c8\u6709\u5ef6\u9072\u6642\uff0c\u6703\u5426\u4e82\u4e86\u7bc0\u594f\u3002\u4e00\u822c\u5de5\u5177\u4f7f\u7528\u6e2c\u8a66\u591a\u6578\u5047\u8a2d\u7d50\u679c\u5373\u6642\u8fd4\u56de\uff0c\u4f46\u9019\u500b\u9805\u76ee\u523b\u610f\u52a0\u5165\u7b49\u5f85\u6642\u9593\uff0c\u770b\u770b\u4ee3\u7406\u80fd\u5426\u5148\u8655\u7406\u5176\u4ed6\u4e0d\u76f8\u4f9d\u7684\u6b65\u9a5f\u3002<\/p>\n<p>AsyncTool \u4e3b\u8981\u662f\u900f\u904e\u5132\u5b58\u5eab\u5167\u7684 runner \u8207\u8a55\u4f30\u8173\u672c\uff0c\u5c07\u6a21\u578b\u63a5\u5230\u6a21\u64ec\u5de5\u5177\u74b0\u5883\uff0c\u518d\u6bd4\u8f03\u5b83\u5728\u540c\u6b65\u8207\u975e\u540c\u6b65\u60c5\u5883\u4e0b\u7684\u8868\u73fe\u3002\u540c\u6642\u53ef\u914d\u5408 OpenRouter API \u7684 deepseek\/deepseek-chat-v3.1:free\uff0c\u4ea6\u53ef\u63a5\u672c\u5730 vLLM endpoint \u4e0a\u7684 Qwen\/Qwen2.5-7B-Instruct\uff0c\u5c0d\u60f3\u6e2c\u8a66\u4e0d\u540c\u90e8\u7f72\u65b9\u5f0f\u7684\u4eba\u7b97\u662f\u65b9\u4fbf\u3002<\/p>\n<p>AsyncTool \u628a\u300c\u7b49\u5de5\u5177\u7d50\u679c\u6642\u61c9\u5426\u8f49\u505a\u5225\u7684\u4e8b\u300d\u8b8a\u6210\u53ef\u91cf\u5316\u554f\u984c\u3002\u5b83\u4e0d\u55ae\u770b\u5de5\u5177\u6709\u6c92\u6709\u8abf\u5c0d\uff0c\u9084\u6703\u6aa2\u67e5\u4ee3\u7406\u662f\u5426\u8a18\u5f97\u4efb\u52d9\u72c0\u614b\u3001\u80fd\u5426\u9075\u5b88\u6b65\u9a5f\u4f9d\u8cf4\u3001\u4f55\u6642\u5207\u63db\u4efb\u52d9\uff0c\u4ee5\u53ca\u6700\u5f8c\u80fd\u5426\u5b8c\u6574\u5b8c\u6210\u6574\u500b\u6d41\u7a0b\u3002<\/p>\n<ul>\n<li>\u6838\u5fc3\u7126\u9ede\u662f asynchronous tool calling\uff0c\u4e0d\u662f\u5047\u8a2d\u5de5\u5177\u5373\u6642\u56de\u61c9<\/li>\n<li>\u8a55\u5206\u5206\u6210 step-level\u3001sub-task-level\u3001task-level \u4e09\u5c64<\/li>\n<li>\u6703\u89c0\u5bdf task switching \u6642\u6a5f\uff0c\u800c\u975e\u53ea\u8a08\u5207\u63db\u6b21\u6578<\/li>\n<li>\u5167\u542b benchmark data\u3001tool executors\u3001evaluation scripts<\/li>\n<\/ul>\n<p>\u9805\u76ee\u986f\u793a\u4e0d\u5c11\u6a21\u578b\u5728\u540c\u6b65\u8a2d\u5b9a\u4e0b\u5c1a\u53ef\uff0c\u4f46\u9047\u4e0a\u975e\u540c\u6b65\u5ef6\u9072\u5f8c\uff0c\u6210\u529f\u7387\u6703\u660e\u986f\u4e0b\u8dcc\u3002\u9019\u53cd\u6620\u554f\u984c\u672a\u5fc5\u5728\u65bc\u6a21\u578b\u4e0d\u61c2\u7528\u5de5\u5177\uff0c\u800c\u662f\u5b83\u672a\u5fc5\u64c5\u9577\u9577\u6642\u9593\u8ffd\u8e64\u4f9d\u8cf4\u95dc\u4fc2\u548c\u7dad\u6301\u591a\u9805\u76ee\u72c0\u614b\u3002<\/p>\n<p>\u9019\u9805\u76ee\u9069\u5408\u7814\u7a76 LLM-based agents\u3001agentic workflow\u3001\u5de5\u5177\u8abf\u7528\u7de8\u6392\u7684\u4eba\uff0c\u4e5f\u9069\u5408\u60f3\u66ff\u81ea\u5bb6\u4ee3\u7406\u6d41\u7a0b\u505a\u58d3\u529b\u6e2c\u8a66\u7684\u5718\u968a\u3002\u82e5\u4f60\u95dc\u5fc3\u7684\u4e0d\u662f\u55ae\u4e00\u6b65\u9a5f\u7b54\u5c0d\uff0c\u800c\u662f\u4ee3\u7406\u5728\u7e41\u5fd9\u74b0\u5883\u4e0b\u80fd\u5426\u7a69\u5b9a\u5b8c\u6210\u5de5\u4f5c\uff0cAsyncTool \u7684\u6e2c\u8a66\u89d2\u5ea6\u76f8\u7576\u6709\u53c3\u8003\u50f9\u503c\u3002<\/p>\n<p>\u9805\u76ee\u7531\u4e2d\u570b\u79d1\u5b78\u6280\u8853\u5927\u5b78\u53ca\u591a\u502b\u591a\u5927\u5b78\u5408\u4f5c<\/p>\n<p><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/StoKou\/repo-asynctool\" rel=\"noopener noreferrer\">https:\/\/github.com\/StoKou\/repo-asynctool<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AsyncTool\u805a\u7126\u4ee3\u7406\u5728\u591a\u4efb\u52d9\u4e0b\u7b49\u5f85 Function Calling \u56de\u61c9\u6642\uff0c\u80fd\u5426\u7e7c\u7e8c\u63a8\u9032\u5176\u4ed6\u5de5\u4f5c\u3002\u5b83\u66f4\u50cf\u4e00\u5957\u58d3\u529b\u6e2c\u8a66\uff0c\u800c\u4e0d\u53ea\u662f\u4e00\u822c\u5de5\u5177\u8abf\u7528\u793a\u7bc4\u3002<\/p>\n","protected":false},"author":8,"featured_media":8588,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,116,189,197],"tags":[],"class_list":["post-8589","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-189","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8589","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8589"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8589\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8588"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8589"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8589"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8589"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}