前言近期在研究大模型LLM与Skill技能的结合应用颇有感触。人类拥有绘画、编程等技能依靠眼和手来完成类比到嵌入式设备中图像采集、数据传输同样是技能只不过它们依靠板载硬件来完成。通常一块开发板的硬件资源是固定的但上层应用是多变的。同一块板子既可以在项目 A 中使用也可以在项目 B 中使用本质都是基于固定的硬件资源进行开发。因此我们可以认为这块板子具备与生俱来的固有技能而形形色色的应用无非是对这些基础技能的组合与编排。有人说过电脑是人脑的延伸如今大模型则是人脑的近似。它能像人一样思考任务先分析子目标再进行规划最后按部就班地执行。这正是我想实现的——基于大模型和 Skill 的智能业务流生成。本文旨在验证上述想法核心目标是将用户的自然语言指令转换为可执行的硬件操作序列。把业务逻辑交给大模型让它自行编排工作流而我不再编写繁琐的业务代码仅需定义好板子的技能和执行引擎便可做到“换板子即换技能”。https://gitee.com/dthjrtrhg/czqdql/blob/master/BmSq6elVzT_626982.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/aBwTXAy5pJ_734661.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/B5tWnOYP9d_826878.mdhttps://gitee.com/rydjesdg/urnana/blob/master/mNaXSGQH1V_009426.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/qhvOMmdNrL_134951.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/QqhvPMneOs_871410.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/xEozqa4Y2W_563594.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/z6qNR5szjD_649745.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/aKKLsSdyiC_753127.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/LcCNEySwQu_612749.mdhttps://gitee.com/rydjesdg/urnana/blob/master/fcWq0LVM6a_249048.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/EW9QU8v2mG_353597.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/Ju7YSFM6a4_617208.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/TtkxOI5CwQ_517955.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/duSZJnGkEi_023442.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/fjulVzTxRv_657898.mdhttps://gitee.com/rydjesdg/urnana/blob/master/UB5PaRBf9d_858583.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/Us8gGyOFzT_742633.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/DyVZC07rLp_800744.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/uKBPtqG7rL_676113.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/T7vYpQ4vf9_230333.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/HOfCnUulVz_401752.mdhttps://gitee.com/rydjesdg/urnana/blob/master/cMMNv2mGkE_741276.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/sjwNk1ZgQu_549615.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/nu75WPDK4Y_557473.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/nE7v2mGkEi_066520.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/jkovCjqa4Y_743538.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/Duobj0XeOs_900967.mdhttps://gitee.com/rydjesdg/urnana/blob/master/OsMqnD4oIm_277121.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/iMgKeI5CwQ_414240.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/VGnLVpzqa4_760431.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/TNhLfI6DxR_432612.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/sJDWAy5pJn_932277.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/93N1Lymtd7_279403.mdhttps://gitee.com/rydjesdg/urnana/blob/master/fPtNqoEZJn_484041.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/tXr1MWN7b5_496202.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/CK4bfJ6DxR_061698.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/2dKkbLpJnH_817972.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/Fs9DKb8FTx_282426.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/qrv2mnLSCg_992945.mdhttps://gitee.com/rydjesdg/urnana/blob/master/Tkozqa4Y2W_290953.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/dkV26jXeOs_307808.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/GhYmFCdUEi_099637.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/UROIdneOsM_276708.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/qxElM3TK4Y_604699.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/rH8MqnD4om_257399.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/c9jQn4biSw_948133.mdhttps://gitee.com/rydjesdg/urnana/blob/master/if6UlLWN7b_376353.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/jWARV8w3nH_039907.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/TNhLfI6hRv_108516.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/MTge4vf9d7_926738.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/0OcdAH1VzT_474328.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/rl5jWdNrLp_251830.mdhttps://gitee.com/rydjesdg/urnana/blob/master/UeVFjDhBf9_805643.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/wGxKb9G0Uy_507842.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/Y9MnhUbLpJ_158186.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/XE8xdXLSCg_837871.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/iM9n4epgQu_172330.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/z7rOS6t0kE_908182.mdhttps://gitee.com/rydjesdg/urnana/blob/master/0xOIcGXeOs_924386.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/LTDkoSFM6a_935270.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/u85VM6a4Y2_389626.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/6nh1icPWGk_271139.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/XyIW0xOFzT_815179.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/RcSgd4vf9d_400431.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/GoPc3xkrb5_408682.mdhttps://gitee.com/rydjesdg/urnana/blob/master/V5G6KHiZJn_709964.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/ztEvocjTxR_663986.mdhttps://gitee.com/erujrfns/owuqyl/blob/master/5iz3ARy5pJ_106131.mdhttps://gitee.com/dthjrtrhg/czqdql/blob/master/74VPjNAH1V_232547.mdhttps://gitee.com/yfrjtyja/veahnu/blob/master/pMw6xe4vf9_045811.mdhttps://gitee.com/rydjesdg/urnana/blob/master/eoftqlcMqK_598593.mdhttps://gitee.com/jnhsth/ndoijd/blob/master/O8ccdBI2W0_505477.mdhttps://gitee.com/sethrnn/szcqwq/blob/master/7uVC6QbSCg_753518.mdhttps://gitee.com/erujrfns/owuq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