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src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/008-3f31d519e564.png\"\/><\/p>\n<p>API\u6bd5\u7adf\u662f\u4ed8\u8d39\u670d\u52a1\uff0c\u6a21\u578b\u89c4\u6a21\u4e5f\u66f4\u5927\u4e00\u4e9b\u3002\u800c\u4e14\u672c\u5730fp16\u7684\u6ee1\u8840\u6a21\u578b\u5bf9\u6211\u53ea\u670924G\u663e\u5b58\u76844090\u6765\u8bf4\u8fd8\u662f\u6709\u4e9b\u5403\u529b\uff0c\u6211\u4f7f\u7528\u7684\u662fComfy\u63d0\u4f9b\u7684fp8\u91cf\u5316\u7248\u672c\u3002\u6240\u4ee5\uff0c\u5728\u4e00\u4e9b\u7ec6\u8282\u6548\u679c\u4e0a\uff0c\u96be\u514dAPI\u8981\u6bd4\u672c\u5730\u8fd0\u884c\u8868\u73b0\u597d\u3002<\/p>\n<p>\u4f46\u662f\uff0c \u672c\u5730\u6a21\u578b\u5b83\u597d\u5728\u4e0d\u5403\u7f51\u7edc\u4e5f\u4e0d\u82b1\u94b1\u3002<\/p>\n<p>\u5728\u9c7c\u4e0e\u718a\u638c\u5404\u6709\u5404\u597d\u7684\u60c5\u51b5\u4e0b\uff0c\u6211\u4e00\u822c\u7684\u5904\u7406\u65b9\u6848\u5c31\u662f\u5168\u90fd\u8981\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u6211\u642d\u5efa\u81ea\u5df1\u7684\u5de5\u4f5c\u6d41\u7684\u7b2c\u4e00\u6b65\uff0c\u5c31\u662f\u628a\u4ed6\u4eec\u62fc\u88c5\u8d77\u6765\uff0c\u6211\u60f3\u7528\u54ea\u4e2a\u7528\u54ea\u4e2a\u3002<\/p>\n<p>\u5728ComfyUI\u4e2d\u62fc\u88c5\u5de5\u4f5c\u6d41\u7684\u64cd\u4f5c\u4e5f\u975e\u5e38\u7b80\u5355\u3002<\/p>\n<p>\u53ea\u9700\u8981\u6309\u4f4fctrl\uff0c\u9009\u4e2d\u8981\u590d\u5236\u7684\u8282\u70b9\uff0cctrl+c\u590d\u5236\uff0c\u518d\u7c98\u8d34\u8fdb\u76ee\u6807\u5de5\u4f5c\u6d41\u7a97\u53e3\u4e2d\u5373\u53ef\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/009-a010728cfb84-scaled.png\"\/><\/p>\n<p>\u5c31\u8fd9\u6837\uff0c\u6211\u5c31\u628aAPI\u5de5\u4f5c\u6d41\u7c98\u8d34\u8fdb\u4e86\u672c\u5730\u5de5\u4f5c\u6d41\u7684\u7a97\u53e3\u4e2d\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/010-ad05dba22695-scaled.png\"\/><\/p>\n<p>\u6211\u4eec\u6765\u4f9d\u6b21\u62c6\u89e3\u4e00\u4e0b\u8fd9\u4e24\u4e2a\u5de5\u4f5c\u6d41\u3002<\/p>\n<p>\u9996\u5148\u662f\u76f8\u5bf9\u590d\u6742\u7684\u672c\u5730\u5de5\u4f5c\u6d41\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/011-9e1dc40f460f.png\"\/><\/p>\n<p>\u4e0d\u7528\u770b\u9ed8\u8ba4Step123\u7684\u7f16\u7ec4\uff0c\u6211\u4eec\u5148\u6309\u6211\u753b\u7684\u4e09\u4e2a\u989c\u8272\u7684\u9009\u6846\u6765\u770b\u3002<\/p>\n<p>\u5148\u770b\u5de6\u4e0b\u89d2\u84dd\u8272\u6846\u5185\u7684\u90e8\u5206\uff0c\u4e00\u5171\u56db\u4e2a\u8282\u70b9:<\/p>\n<p>\u5148\u662f\u4e24\u4e2a\u52a0\u8f7d\u56fe\u50cf\uff08\u6765\u81ea\u8f93\u51fa\uff09\u3002\u5f53\u524d\u5176\u4e2d\u4e00\u4e2a\u662f\u5ffd\u7565\u72b6\u6001\uff0c\u4ee3\u8868\u53ea\u6709\u4e00\u5f20\u56fe\u7247\u88ab\u52a0\u8f7d\u3002<\/p>\n<p>\u7136\u540eImage Stitch\u8fd9\u4e2a\u8282\u70b9\u7684\u529f\u80fd\u662f\u628a\u4e24\u5f20\u56fe\u7247\u62fc\u5728\u4e00\u8d77\uff0c\u56e0\u4e3aFlux Kontext\u867d\u7136\u53ef\u4ee5\u505a\u591a\u56fe\u7684\u53c2\u8003\uff0c\u4f46\u5176\u5b9e\u53ea\u80fd\u63a5\u6536\u5355\u5f20\u56fe\u7247\u7684\u8f93\u5165\uff0c\u6240\u4ee5\u8981\u63d0\u524d\u628a\u591a\u5f20\u56fe\u7247\u62fc\u8d77\u6765\uff0c\u8fd9\u4e2a\u6211\u7a0d\u540e\u6f14\u793a\u4e00\u4e0b\uff1b\u5982\u679c\u50cf\u73b0\u5728\u56fe\u793a\u72b6\u6001\u4e00\u6837\uff0c\u53ea\u6709\u4e00\u5f20\u56fe\u7247\u4e0a\u4f20\uff0c\u5219\u8fd9\u4e2a\u62fc\u56fe\u8282\u70b9\u8f93\u51fa\u7684\u8fd8\u662f\u4e00\u5f20\u56fe\u3002<\/p>\n<p>\u6700\u540eFluxKontextImageScale\u8fd9\u4e2a\u8282\u70b9\uff0c\u662f\u5bf9\u56fe\u7247\u8fdb\u884c\u4e86\u7f29\u653e\u5904\u7406\uff0c\u53ef\u4ee5\u770b\u5230\u539f\u56fe\u5c3a\u5bf8\u662f2208<em>2944\uff0c\u7ecf\u8fc7\u5b83\u5904\u7406\u4ee5\u540e\u7684\u9884\u89c8\u56fe\u50cf\u5c3a\u5bf8\u53d8\u6210\u4e86880<\/em>1184\uff0c\u8fd9\u4e2a\u5c3a\u5bf8\u6bd4\u8f83\u9002\u5408\u672c\u5730\u6a21\u578b\u5904\u7406\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/012-0eaac6ece778.png\"\/><\/p>\n<p>\u8fd9\u4e2a\u52a0\u8f7d\u56fe\u50cf\uff08\u6765\u81ea\u8f93\u51fa\uff09\u4e0d\u592a\u65b9\u4fbf\uff0c\u53ea\u80fd\u9009\u62e9\u4e4b\u524d\u751f\u6210\u7684\u56fe\u7247\u4f5c\u4e3a\u8f93\u5165\uff0c\u9700\u8981\u7a0d\u5fae\u6539\u9020\u4e00\u4e0b\u3002\u6211\u4eec\u628a\u5b83\u4eec\u6362\u6210\u4e24\u4e2a\u666e\u901a\u7684\u300c\u52a0\u8f7d\u56fe\u50cf\u300d\uff0c\u8fd9\u6837\u5c31\u53ef\u4ee5\u4efb\u610f\u9009\u62e9\u56fe\u7247\u4e0a\u4f20\u4e86\u3002<\/p>\n<p>\u53f3\u952e\u70b9\u51fb\u7b2c\u4e8c\u4e2a\u56fe\u7247\u4e0a\u4f20\u8282\u70b9\uff0c\u5728\u5f39\u51fa\u83dc\u5355\u4e2d\u70b9\u51fb\u300c\uff08\u53d6\u6d88\uff09\u5ffd\u7565\u8282\u70b9\u300d\uff0c\u5c31\u80fd\u591f\u542f\u7528\u5b83\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/013-0a5fabcb140c.png\"\/><\/p>\n<p>\u6211\u4eec\u4e0a\u4f20\u4e00\u4e2a\u7ea2\u8272\u7684\u5e3d\u5b50\uff0c\u8fd9\u65f6\u5019\u5728\u9884\u89c8\u754c\u9762\u5c31\u80fd\u770b\u5230Image Stitch\u8282\u70b9\u7684\u5de5\u4f5c\u6548\u679c\u4e86\uff0c\u5b83\u628a\u8fd9\u4e24\u5f20\u56fe\u62fc\u63a5\u6210\u4e86\u4e00\u5f20\u3002direction\u53c2\u6570\u662fright\uff0c\u6240\u4ee5image2\uff08\u5e3d\u5b50\uff09\u88ab\u62fc\u63a5\u5728\u4e86\u4eba\u7269\u53f3\u8fb9\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/014-cedceced63d1.png\"\/><\/p>\n<p>\u770b\u5b8c\u4e86\u4e0a\u4f20\u56fe\u7247\u7684\u84dd\u6846\u90e8\u5206\uff0c\u518d\u6765\u770b\u7ea2\u6846\u548c\u9ec4\u6846\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/015-e4335a6b766a-scaled.png\"\/><\/p>\n<p>\u8fd9\u4e24\u4e2a\u6846\u9009\u52a0\u8d77\u6765\u7684\u5de5\u4f5c\u6d41\u4f60\u5e94\u8be5\u5f88\u719f\u6089\u4e86\uff0c\u5c31\u662f\u4e0a\u4e00\u7bc7\u5199\u5230\u7684\u672c\u5730Flux\u751f\u56fe\u5de5\u4f5c\u6d41\u3002\u53ea\u662f\u52a0\u8f7d\u7684\u751f\u56fe\u6a21\u578b\u6362\u6210\u4e86Kontext\u6a21\u578b\uff0c\u5e76\u4e14\u628a\u6b63\u5411\u63d0\u793a\u8bcd\u5355\u72ec\u62ff\u4e86\u51fa\u6765\u3002<\/p>\n<p>\u5207\u5230API\u751f\u56fe\u7684\u5de5\u4f5c\u6d41\uff0c\u8fd9\u4e2a\u5de5\u4f5c\u6d41\u66f4\u52a0\u7b80\u5355\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/016-bbb816d8d997.png\"\/><\/p>\n<p>\u5de6\u8fb9\u90e8\u5206\u662f\u4e0a\u4f20\u539f\u56fe\uff0c\u53f3\u8fb9\u90e8\u5206\u662f\u751f\u6210\u65b0\u56fe\u3002<\/p>\n<p>\u8fd9\u4e2a\u5de5\u4f5c\u6d41\u7684Kontext API\u662f\u7531Comfy\u4e2d\u8f6c\u63d0\u4f9b\uff0c\u901f\u5ea6\u6bd4\u76f4\u8fde\u9ed1\u68ee\u6797\u5de5\u4f5c\u5ba4\u7684API\u8981\u5feb\uff0c\u5145\u503c\u548c\u6d88\u8d39\u90fd\u662f\u901a\u8fc7Comfy\u6765\u8fdb\u884c\uff0c\u76f4\u63a5\u70b9\u5f00\u53f3\u4e0a\u89d2\u5934\u50cf\u5c31\u80fd\u627e\u5230\u5145\u503c\u5165\u53e3\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/017-76c8731d3c50.png\"\/><\/p>\n<p>\u4f46\u662fComfy\u7684Kontext\u8282\u70b9\u4e0d\u63d0\u4f9b\u53ef\u63a7\u5185\u5bb9\u5ba1\u67e5\u5c3a\u5ea6\u529f\u80fd\uff0c\u6240\u4ee5\u6709\u65f6\u5019\u4e00\u4e9b\u62bd\u8c61\u6216\u8005NSFW\u7684\u56fe\u7247\u4fee\u6539\u8bf7\u6c42\u4f1a\u88ab\u76f4\u63a5\u62d2\u7edd\u3002<\/p>\n<p>\u6240\u4ee5\u4e00\u822c\u5e38\u7528\u7684Kontext API\u8fd8\u6709\u53e6\u4e00\u4e2a\u7248\u672c\uff0c\u4e5f\u5c31\u662f\u9ed1\u68ee\u6797\u5b98\u65b9\u7684\u7248\u672c\uff0c\u662f\u652f\u6301\u4f7f\u7528\u624b\u52a8\u8bbe\u5b9a\u5ba1\u67e5\u5c3a\u5ea6\u7684\u8282\u70b9\u7684\u3002\u6211\u4eec\u628a\u5b83\u4e5f\u4e00\u5757\u52a0\u8fdb\u8fd9\u4e2aall in one\u5de5\u4f5c\u6d41\u4e2d\u3002<\/p>\n<p>\u9700\u8981\u5b89\u88c5\u4e00\u4e2a\u300cFlux Kontext Creator for ComfyUI\u300d\u8282\u70b9\uff0c\u5177\u4f53\u64cd\u4f5c\u65b9\u6cd5\u53ef\u770b\u4e0a\u4e00\u7bc7\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/018-72029a7acbf9-scaled.png\"\/><\/p>\n<p>\u7136\u540e\u6309\u7167GitHub\u4e0aREADME\u6587\u4ef6\u7684\u914d\u7f6e\u8bf4\u660e\u914d\u7f6e\u597dconfig.ini\u6587\u4ef6\u548c\u5bc6\u94a5\u3002\u5177\u4f53\u64cd\u4f5c\u6211\u5c31\u4e0d\u6f14\u793a\u4e86\u3002<\/p>\n<p>https:\/\/github.com\/ShmuelRonen\/FluxKontextCreator<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/019-fe1857ce7b6e.png\"\/><\/p>\n<p>\u81f3\u4e8e\u83b7\u53d6API\u5bc6\u94a5\u548c\u8fdb\u884c\u5145\u503c\u90fd\u9700\u8981\u8fdb\u5165\u5230\u6211\u4eec\u524d\u9762\u63d0\u5230\u8fc7\u7684\u9ed1\u68ee\u6797\u5b98\u65b9\u7f51\u7ad9\uff08https:\/\/dashboard.bfl.ai\/\uff09\uff0c\u9ed8\u8ba4\u6ce8\u518c\u4f1a\u9001200\u4e2a\u79ef\u5206\u514d\u8d39\u4f53\u9a8c\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/020-4c077da71863.png\"\/><\/p>\n<p>Flux Kontext Creator for ComfyUI\u8282\u70b9\u7684\u4f7f\u7528\u65b9\u6cd5\u8ddfComfy\u7684KontextAPI\u8282\u70b9\u57fa\u672c\u76f8\u540c\uff0c\u63a5\u6cd5\u4e5f\u4e00\u6837\uff0c\u53ea\u662f\u591a\u51fa\u4e86\u624b\u52a8\u9009\u62e9pro\u548cmax\u8282\u70b9\u548c\u624b\u52a8\u8bbe\u7f6e\u5ba1\u67e5\u5f3a\u5ea6\u7684\u53c2\u6570\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/021-62c9b0bb2f41.png\"\/><\/p>\n<p>\u53f3\u952e\u300c\u6dfb\u52a0\u7ec4\u300d\uff0c\u53ef\u4ee5\u50cf\u4e0a\u56fe\u4e00\u6837\u7528\u4e0d\u540c\u989c\u8272\u7684\u80cc\u666f\u6846\u628a\u5b9e\u73b0\u540c\u529f\u80fd\u7684\u8282\u70b9\u6574\u7406\u5230\u4e00\u8d77\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/022-dbf97fed1b4f.png\"\/><\/p>\n<p>\u73b0\u5728\u6211\u4eec\u662f\u8981\u628a\u672c\u5730\u3001Comfy API\u3001BFL API\u8fd9\u4e09\u6761\u751f\u56fe\u8def\u5f84\u653e\u8fdb\u4e00\u4e2a\u5de5\u4f5c\u6d41\u4e2d\uff0c\u539f\u56fe\u52a0\u8f7d\u548cprompt\u6a21\u5757\u53ef\u4ee5\u8ba9\u4e09\u8005\u5171\u7528\u3002<\/p>\n<p>\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u4e0a\u4f20\u56fe\u50cf\u7684\u8f93\u51fa\u7aef\u70b9\u8ddf\u5168\u90e8\u4e09\u8005\u7684\u8f93\u5165\u56fe\u50cf\u7aef\u70b9\u76f8\u8fde\uff1b\u7136\u540e\u6dfb\u52a0\u4e00\u4e2a\u8f93\u5165\u5b57\u7b26\u4e32\u8282\u70b9\uff0c\u5206\u522b\u63a5\u5165\u5230\u4e09\u8005\u7684\u63d0\u793a\u8bcd\u6587\u672c\u6846\uff0c\u8fd9\u6837\u53ea\u9700\u8981\u5728\u8f93\u5165\u5b57\u7b26\u4e32\u8282\u70b9\u586b\u5199prompt\uff0c\u4e09\u6761\u5b50\u5de5\u4f5c\u6d41\u90fd\u80fd\u4f7f\u7528\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/023-73feebd7eff6-scaled.png\"\/><\/p>\n<p>\u53ef\u4ee5\u5728\u7a7a\u767d\u5904\u6dfb\u52a0\u4e00\u4e2a\u300c\u5ffd\u7565\u591a\u6846\u300d\u8282\u70b9\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/024-df1699b23d70-scaled.png\"\/><\/p>\n<p>\u901a\u8fc7\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u5feb\u6377\u63a7\u5236\u529f\u80fd\u6846\u7684\u542f\u7528\u72b6\u6001\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/025-d7a5fec3775a.png\"\/><\/p>\n<p>\u4e8e\u662f\uff0c\u8fd9\u6837\u4e00\u4e2a\u7b80\u5355\u7684all in one\u5de5\u4f5c\u6d41\u5c31\u5b8c\u6210\u4e86\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/026-b442e61e11bf-scaled.png\"\/><\/p>\n<p>\u63a5\u4e0b\u6765\u8ba9\u6211\u4eec\u8fdb\u4e00\u6b65\u7ec6\u5316\u5b83\uff0c\u8ba9\u5b83\u66f4\u300c\u597d\u7528\u300d\u4e00\u4e9b\u3002<\/p>\n<p>\u9996\u5148\u662f\u63d0\u793a\u8bcd\u3002<\/p>\n<p>ComfyUI\u5185\u7f6e\u7684\u5de5\u4f5c\u6d41\u6a21\u677f\u4e2d\u5176\u5b9e\u6709\u8d34\u5fc3\u5730\u63d0\u4f9b\u4e00\u4efd\u63d0\u793a\u8bcd\u6280\u5de7\u6ce8\u91ca\u5728\u65c1\u8fb9\u4f9b\u4f7f\u7528\u8005\u5b66\u4e60\u53c2\u8003\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/027-abe2989a00d2.png\"\/><\/p>\n<p>\u4f46\u5b66\u4e60\u6210\u672c\u561b\uff0c\u8fd8\u662f\u7a0d\u9ad8\u3002\u5e76\u4e14Kontext\u53ea\u652f\u6301\u82f1\u6587\uff0c\u8ba9\u82f1\u6587\u4e0d\u597d\u7684\u540c\u5b66\u538b\u529b\u5f88\u5927\u3002<\/p>\n<p>\u90a3\u8981\u600e\u4e48\u505a\u5462\uff1f<\/p>\n<p>\u5bf9\u8fd9\u79cd\u95ee\u9898\uff0c\u901a\u5e38\u6211\u7684\u89e3\u6cd5\u5c31\u662f\uff1a\u63a5\u5165LLM\u3002<\/p>\n<p>\u591a\u6a21\u6001\u751f\u6210\u6a21\u578b\u7684\u7ed3\u679c\u6240\u89c1\u5373\u6240\u5f97\uff0c\u66f4\u5bb9\u6613\u88ab\u7406\u89e3\uff0c\u4e5f\u66f4\u597d\u843d\u5730\uff0c\u4f46\u8981\u8bf4\u771f\u6b63\u7684\u667a\u80fd\uff0c\u8fd8\u5f97\u662f\u5927\u8bed\u8a00\u6a21\u578b\u3002LLM\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u6210\u672c\u90fd\u66f4\u9ad8\uff0c\u4e0d\u662f\u6ca1\u6709\u9053\u7406\u7684\u3002\u4f7f\u7528\u5927\u6a21\u578b\u8d8a\u591a\uff0c\u8d8a\u80fd\u611f\u53d7\u8fd9\u4e00\u70b9\u3002<\/p>\n<p>\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u642d\u5efa\u4e00\u4e2a\u300c\u63d0\u793a\u8bcd\u751f\u6210\u5668\u300d\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/028-e22e1c20b85e.png\"\/><\/p>\n<p>\u628a\u524d\u9762\u7684\u300c\u63d0\u793a\u8bcd\u6280\u5de7\u300d\u4f5c\u4e3a\u7cfb\u7edfprompt\u8f93\u5165\u7ed9LLM\uff1a<\/p>\n<pre><code>\u4f60\u662f\u4e00\u4e2a\u300cFlux Kontext\u63d0\u793a\u8bcd\u751f\u6210\u5927\u5e08\u300d\uff0c\u64c5\u957f\u6839\u636e\u7528\u6237\u63cf\u8ff0\u7684\u9700\u6c42\uff0c\u751f\u6210\u7b26\u5408Flux Kontext Prompt Techniques\u7684\u63d0\u793a\u8bcd\u3002\n<\/code><\/pre>\n<p>\u7136\u540e\uff0c\u53ea\u9700\u8981\u4e0a\u4f20\u56fe\u7247\uff0c\u4f7f\u7528\u6700\u6ca1\u6709\u6280\u5de7\u7684\u63cf\u8ff0\u628a\u8981\u8868\u8fbe\u7684\u9700\u6c42\u8bf4\u6e05\u695a\u5c31\u597d\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u6211\u8f93\u5165\u9700\u6c42\u300c\u7ed9\u5979\u6362\u4e00\u6761\u84dd\u8272\u7684\u88d9\u5b50\u300d\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/029-5530525b1259.png\"\/><\/p>\n<p>\u4e0d\u7528\u8003\u8651\u4ec0\u4e48\u53d8\u5316\u4ec0\u4e48\u4e0d\u53d8\uff0c\u63aa\u8f9e\u5e94\u8be5\u662fshe\u8fd8\u662fthe women\uff0cLLM\u4f1a\u6309\u89c4\u8303\u5e2e\u4f60\u5904\u7406\u597d\u4e00\u5207\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/030-e1b9f97e2e21.png\"\/><\/p>\n<p>\u6574\u4e2a\u5de5\u4f5c\u6d41\u6267\u884c\u5b8c\u6bd5\uff0c\u5979\u5c31\u88ab\u6362\u4e0a\u4e86\u4e00\u6761\u84dd\u88d9\u5b50\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/031-a477b2003696.png\"\/><\/p>\n<p>\u518d\u8fdb\u4e00\u6b65\uff0c\u5982\u679c\u539f\u56fe\u6bd4\u8f83\u590d\u6742\uff0c\u5355\u7eaf\u7684\u9700\u6c42\u63cf\u8ff0\u65e0\u6cd5\u8ba9LLM\u7406\u89e3\u5e94\u8be5\u53d8\u5316\u4ec0\u4e48\u4fdd\u7559\u4ec0\u4e48\u4ee5\u53ca\u5982\u4f55\u63aa\u8f9e\u3002<\/p>\n<p>\u6211\u4eec\u4e5f\u53ef\u4ee5\u628a\u4e0a\u4e00\u7bc7\u63d0\u5230\u7684\u53cd\u63a8\u6a21\u5757\u52a0\u8fdb\u6765\uff0c\u4f7f\u7528\u300c\u5408\u5e76\u5b57\u7b26\u4e32\u300d\u8282\u70b9\u8ddf\u539fprompt\u5408\u5e76\u5230\u4e00\u8d77\uff0c\u628a\u56fe\u7247\u4e2d\u6709\u4ec0\u4e48\u4e5f\u544a\u8bc9LLM\uff0c\u7136\u540e\u8ba9\u5b83\u66f4\u7cbe\u51c6\u5730\u751f\u6210\u63d0\u793a\u8bcd\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/032-12841ff4524e.png\"\/><\/p>\n<p>\u518d\u4e3e\u4f8b\u6765\u8bf4\uff0cAPI\u8282\u70b9\u6709\u4e00\u4e2a\u4e0d\u592a\u597d\u7684\u5730\u65b9\uff0c\u53ea\u80fd\u9009\u62e9\u56fa\u5b9a\u51e0\u4e2a\u56fe\u7247\u6bd4\u4f8b\u8fdb\u884c\u751f\u6210\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/033-cd41085cab27.png\"\/><\/p>\n<p>\u4f46\u662f\u6211\u4eec\u4e0a\u4f20\u7684\u539f\u56fe\uff0c\u6709\u53ef\u80fd\u662f\u6a2a\u56fe\uff0c\u4e5f\u6709\u53ef\u80fd\u662f\u7ad6\u56fe\uff0c\u6bcf\u6b21\u8c03\u6574\u5c31\u5f88\u4e0d\u65b9\u4fbf\u3002<\/p>\n<p>\u600e\u6837\u505a\u6210\u81ea\u52a8\u8c03\u8282\u56fe\u7247\u6bd4\u4f8b\u5462\uff1f\u4e5f\u53ef\u4ee5\u4f7f\u7528LLM\u6765\u5b8c\u6210\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/034-685b24375c74.png\"\/><\/p>\n<p>\u9996\u5148\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u56fe\u50cf\u5c3a\u5bf8\u8282\u70b9\u8bfb\u53d6\u56fe\u50cf\u7684\u5c3a\u5bf8\uff0c\u7136\u540e\u8f93\u51fa\u5bbd\u6bd4\u9ad8\uff0c\u4f8b\u5982\u4e0a\u56fe\u7684\u8f93\u51fa\u5373\u662f2208:2994\u3002<\/p>\n<p>\u7136\u540e\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528LLM\u5224\u65ad\uff1a<\/p>\n<pre><code>\u8bf7\u5224\u65ad\u6211\u7ed9\u4f60\u7684\u56fe\u7247\u6bd4\u4f8b\u66f4\u63a5\u8fd1\u4e0b\u9762\u54ea\u4e00\u6bd4\u4f8b\uff0c\u7136\u540e\u76f4\u63a5\u8f93\u51fa\uff08\u4e14\u53ea\u8f93\u51fa\uff09\u8fd9\u4e2a\u6bd4\u4f8b\n<\/code><\/pre>\n<p>\u8f93\u51fa\u6700\u63a5\u8fd1\u7684\u5c3a\u5bf8\u6bd4\u4f8b\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/035-93ece21d82a0.png\"\/><\/p>\n<p>\u7136\u540e\u628a\u8fd9\u4e2a\u6bd4\u4f8b\u63a5\u5165\u5230API\u8282\u70b9\u7684\u6bd4\u4f8b\u53c2\u6570\u5373\u53ef\u3002<\/p>\n<p>\u6ce8\u610f\uff0c\u53c2\u6570\u7c7b\u578b\u4e00\u81f4\u624d\u80fd\u76f8\u8fde\uff0c\u8fd9\u91cc\u6709\u4e00\u4e2a\u5c0f\u6280\u5de7\u786e\u8ba4\u53c2\u6570\u7c7b\u578b\uff1a<\/p>\n<p>\u4ece\u5bf9\u5e94\u53c2\u6570\u7684\u8282\u70b9\u62c9\u51fa\u4e00\u6761\u8fde\u7ebf\u65b0\u5efa\u8282\u70b9\uff0c\u8fd9\u65f6\u5019\u5c31\u53ef\u4ee5\u770b\u5230\u53c2\u6570\u7c7b\u578b\u7684\u63d0\u793a\u3002\u4f8b\u5982\u4e0b\u56fe\uff0c\u8fd9\u4e2a\u6bd4\u4f8b\u7684\u53c2\u6570\u7c7b\u578b\u662f\uff1aCombo\uff08\u7ec4\u5408\u6846\uff09\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/036-39219d3971eb.png\"\/><\/p>\n<p>\u6240\u4ee5\uff0c\u6211\u4eec\u8981\u5728\u521a\u624d\u7684\u5b57\u7b26\u4e32\u548c\u6bd4\u4f8b\u53c2\u6570\u4e2d\u95f4\u6dfb\u52a0\u4e00\u4e2a\u683c\u5f0f\u8f6c\u6362\u8282\u70b9\uff1a\u5b57\u7b26\u4e32\u5230Combo\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/037-583d8a7756b6.png\"\/><\/p>\n<p>\u8fd9\u6837\uff0c\u5c31\u80fd\u5b9e\u73b0\u81ea\u52a8\u6bd4\u4f8b\u53d8\u6362\u4e86\u3002<\/p>\n<p>\u6211\u4eec\u627e\u4e00\u4e2a\u65b0case\u6765\u8dd1\u4e00\u904d\u3002<\/p>\n<p>\u6bd4\u5982\u8bf4\u6211\u60f3\u8ba9\u4e0b\u9762\u8fd9\u4e2a\u623f\u95f4\u7684\u5bb6\u5177\u548c\u88c5\u4fee\u90fd\u4e0d\u53d8\uff0c\u6539\u5f97\u66f4\u6709\u5c11\u5973\u611f\u4e00\u4e9b\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2026\/04\/038-34e42c9711c1.png\"\/><\/p>\n<p>\u73b0\u5728\u6211\u53ea\u9700\u8981\u8f93\u5165\u56fe\u7247\u5904\u7406\u9700\u6c42\uff1a<\/p>\n<pre><code>\u4fdd\u6301\u539f\u6709\u88c5\u4fee\u548c\u5bb6\u5177\uff0c\u628a\u8fd9\u4e2a\u623f\u95f4\u5e03\u7f6e\u6210\u53ef\u7231\u5973\u5b69\u5b50\u7684\u623f\u95f4\u3002\n<\/code><\/pre>\n<p>LLM\u81ea\u52a8\u5e2e\u6211\u4e30\u5bcc\u4e86\u5973\u5b69\u5b50\u623f\u95f4\u7684\u7269\u54c1\u5185\u5bb9\uff0c\u5e76\u8981\u6c42\u4fdd\u7559\u73b0\u6709\u7684\u88c5\u4fee\u548c\u5bb6\u5177\uff1a<\/p>\n<p><img decoding=\"async\" alt=\"\" loading=\"lazy\" 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