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src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-71.png\"  alt=\"\" width=\"510\" height=\"519\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-77730\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-72-1.png\"  alt=\"\" width=\"510\" height=\"519\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-77729\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-73-1.png\"  alt=\"\" width=\"510\" height=\"519\" \/> <\/p>\n<p>\u4ee5\u524d\u505a\u4e00\u5957\u5546\u54c1\u56fe\uff0c\u8981\u6574\u7406\u5356\u70b9\u3001\u627e\u53c2\u8003\u3001\u5199\u9700\u6c42\u3001\u4f18\u5316\u4fee\u6539\u3002<strong>\u73b0\u5728\u53ea\u8981\u628a\u4ea7\u54c1\u56fe\u548c\u5356\u70b9\u4fe1\u606f\u6574\u7406\u597d\uff0c\u5806\u53cb Agent \u5c31\u80fd\u5e2e\u6211\u4eec\u751f\u6210\u4e00\u6574\u5957\u89c6\u89c9\u65b9\u6848<\/strong>\u3002<\/p>\n<p>\u5c31\u7b97\u6700\u7ec8\u8fd8\u8981\u4eba\u5de5\u5fae\u8c03\uff0c\u4e5f\u5df2\u7ecf\u8282\u7701\u4e86\u5927\u91cf\u4ece 0 \u5230 1 \u7684\u65f6\u95f4\u3002<\/p>\n<h3><strong>\u7535\u5546\u8be6\u60c5\u9875\u8bbe\u8ba1<\/strong><\/h3>\n<p>\u5806\u53cb Agent \u8f93\u5165\u6846\u4e0b\u65b9\u6709 4 \u79cd\u7c7b\u578b\u7684\u8bbe\u8ba1\u4e13\u5bb6\uff0c\u5206\u522b\u8d1f\u8d23\u54c1\u724c\u8bbe\u8ba1\u3001\u7535\u5546\u8425\u9500\u3001\u6d77\u62a5\u8bbe\u8ba1\u548c\u5e73\u9762\u521b\u610f\u3002<\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-77731\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-74.png\"  alt=\"\" width=\"678\" height=\"247\" \/> <\/p>\n<p>\u6211\u4eec\u5207\u5230\u7535\u5546\u8425\u9500\u4e13\u5bb6\uff0c\u8bd5\u8bd5\u8ba9\u5b83\u4e3a\u4e00\u6b3e\u7cbd\u5b50\u793c\u76d2\u8bbe\u8ba1\u5b8c\u6574\u5546\u54c1\u8be6\u60c5\u9875\u3002<\/p>\n<blockquote>\n<p>\u4e3a\u8fd9\u6b3e\u7cbd\u5b50\u793c\u76d2\u8bbe\u8ba1\u8bbe\u8ba1\u4e00\u6574\u4e2a\u5546\u54c1\u8be6\u60c5\u9875\u3002<\/p>\n<\/blockquote>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-77732\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-75.png\"  alt=\"\" width=\"510\" height=\"518\" \/> <\/p>\n<p>\u5806\u53cb Agent \u751f\u6210\u7684\u8be6\u60c5\u9875\u76f4\u63a5\u628a\u4ea7\u54c1\u5356\u70b9\u3001\u6d88\u8d39\u573a\u666f\u3001\u4fe1\u4efb\u80cc\u4e66\u3001\u8d2d\u4e70\u7406\u7531\u90fd\u4e32\u8d77\u6765\u4e86\uff0c\u51fa\u56fe\u5c31\u662f\u76f4\u63a5\u53ef\u7528\u7684\u7ea7\u522b\u3002<\/p>\n<p style=\"width: 100%; height: 400px;\"><iframe style=\"width: 100%; height: 100%;\" src=\"https:\/\/player.bilibili.com\/player.html?isOutside=true&#038;aid=116610761298252&#038;bvid=BV1v6Lt6CExN&#038;cid=38493814895&#038;p=1\" frameborder=\"no\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h3><strong>\u6d77\u62a5\u8bbe\u8ba1<\/strong><\/h3>\n<p>\u63a5\u7740\u6211\u4eec\u8bd5\u8bd5\u6d77\u62a5\u8bbe\u8ba1\uff1a<\/p>\n<blockquote>\n<p>\u5206\u522b\u4e3a\u8fd9\u6b3e\u7cbd\u5b50\u793c\u76d2\u8bbe\u8ba1618\u6d3b\u52a8\u6d77\u62a5\/\u670b\u53cb\u5708\/\u793e\u7fa4\u6d77\u62a5\u3002<\/p>\n<\/blockquote>\n<p>\u4e09\u5f20\u4e0d\u540c\u5c3a\u5bf8\u6bd4\u4f8b\u7684\u5ba3\u4f20\u6d77\u62a5\uff0c\u5f88\u5feb\u5c31\u540c\u6b65\u505a\u597d\u4e86\u3002<\/p>\n<p>\u5148\u770b\u770b\u670b\u53cb\u5708\u6d77\u62a5\uff0c\u5c3a\u5bf8 1:1\u3002\u4e3b\u9898\u6e05\u6670\uff0c\u4ea7\u54c1\u7a81\u51fa\uff0c\u4e3b\u6253\u9001\u793c\uff0c\u5f88\u9002\u5408\u670b\u53cb\u5708\u5c55\u793a\u3002<\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-77734\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-76.png\"  alt=\"\" width=\"510\" height=\"510\" \/> <\/p>\n<p>\u793e\u7fa4\u6d77\u62a5\uff0c\u5c3a\u5bf816:9\uff0c\u4f1a\u7a81\u51fa\u9650\u65f6\u6298\u6263\uff0c\u5f15\u5bfc\u62a2\u8d2d\uff0c\u4fc3\u8fdb\u6210\u4ea4\u3002<\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-77735\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-77.png\"  alt=\"\" width=\"510\" height=\"280\" \/> <\/p>\n<p>618\u6d3b\u52a8\u6d77\u62a5\uff0c\u6574\u4f53\u56fd\u98ce\u7684\u6c1b\u56f4\u611f\u633a\u4e0d\u9519\u7684\uff0c\u80cc\u666f\u8272\u8c03\u548c\u4ea7\u54c1\u7684\u4e3b\u8272\u8c03\u975e\u5e38\u5951\u5408\u3002<\/p>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-77736\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-78.png\"  alt=\"\" width=\"510\" height=\"919\" \/> <\/p>\n<p><strong>\u6dd8\u5b9d\u3001\u79c1\u57df\u3001\u670b\u53cb\u5708\uff0c\u6bcf\u4e2a\u5e73\u53f0\u7684\u5c3a\u5bf8\u548c\u8868\u8fbe\u65b9\u5f0f\u90fd\u4e0d\u4e00\u6837<\/strong>\u3002<\/p>\n<p>\u5806\u53cb Agent \u80fd\u4e00\u6b21\u6027\u6839\u636e\u540c\u4e00\u4e2a\u4ea7\u54c1\uff0c\u5ef6\u5c55\u51fa\u591a\u79cd\u5c3a\u5bf8\u548c\u573a\u666f\uff0c\u7701\u4e0b\u6765\u7684\u4e0d\u53ea\u662f\u8bbe\u8ba1\u65f6\u95f4\uff0c\u8fd8\u6709\u6765\u56de\u6c9f\u901a\u6210\u672c\u3002<\/p>\n<h3><strong>\u5c0f\u7ea2\u4e66\u8425\u9500<\/strong><\/h3>\n<p>\u5c0f\u7ea2\u4e66\u7684\u8425\u9500\u4e5f\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002<\/p>\n<blockquote>\n<p>\u4ece 0 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class=\"aligncenter wp-image-77740\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-81.png\"  alt=\"\" width=\"678\" height=\"251\" \/> <\/p>\n<p>\u5728\u8f93\u5165\u6846\u4e0b\u65b9\u9009\u62e9\u5c0f\u7ea2\u4e66\u8425\u9500\u4e13\u5bb6 Skill\u3002<\/p>\n<blockquote>\n<p>\u5e2e\u6211\u5199\u7bc7\u5173\u4e8e\u7cbd\u5b50\u793c\u76d2\u7684\u5c0f\u7ea2\u4e66\u79cd\u8349\u7b14\u8bb0\uff0c\u5305\u542b\u5c01\u9762\u56fe\u3001\u914d\u56fe\u548c\u6587\u6848\u5185\u5bb9\uff0c\u6574\u4f53\u8c03\u6027\u504f\u5411\u771f\u5b9e\u4f53\u9a8c\u5206\u4eab\u3002<\/p>\n<\/blockquote>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-77741\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/05\/KALEIDO_-OPEN-SOURCED-MULTI-SUBJECT-REFERENCE-VIDEO-GENERATION-MODEL-82.png\"  alt=\"\" width=\"510\" height=\"319\" \/> <\/p>\n<p>\u770b\u770b\u6700\u7ec8\u751f\u6210\u7684\u7ed3\u679c\uff1a<\/p>\n<p> <img 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