体验OpenSearch图搜应用,可免费试用OpenSearch 向量检索版 https://free.aliyun.com/?pipCode=opensearch
本文将介绍在没有向量数据的情况下,也可以通过OpenSearch-向量检索版快速从零搭建图像搜索服务。
- 通常情况下,我们用向量数据库做向量检索的时候,需要先将图片做向量化处理以后,才能推送到向量数据库进行检索。而OpenSearch-向量检索版是一个端到端的向量检索产品方案,内置了向量化的数据处理模型,可以直接把原始的图片推送进来,由产品自动来完成向量化的步骤,相较于传统模式省去了数据向量处理环节,因此向量检索版可以更加方便的帮助实现以图搜图、以文搜图等多种图像检索。
- 目前支持3种不同的数据写入方式进行图搜引擎搭建,可以根据实际情况进行选择,对于一些数据量比较大的客户,可以选择对象存储OSS的方式,关联OSS路径即可实现原始图片的快速导入,详情可点击此处进行查看,本文将选择 API的方式 进行演示搭建图片搜索服务。
- MaxCompute + API:使用MaxCompute作为全量数据来源,使用API进行增量数据推送。
- 对象存储OSS + API:使用对象存储OSS作为全量数据来源,使用API进行增量数据推送。
- API:通过向量检索版给出的数据推送接口,将base64编码后的图片及其表数据推送到向量检索版实例中。
- 商品图片准备,列举10个转化为base64编码的图片,开发者可以根据个人情况进行图片base64编码的转化。
注:图片支持格式(png、jpg、jpeg),图片大小不可超过2M。
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tLWilwqR7OOTr1d1DIlM4/CRDm7du+yjERk4vvgQyfs/WhqsqvG5fQFhnTD5Q4KQSQvi2d3okrCmy1mGtZAw2sg9PiTLYdLK/wYymTPdGGmNmE1hlzFGPI3YP2x4Eh+IdN1Uoxrp4PL7uelCTomeupK4o4A/cZiDxAekaSYblOvclfYLt4wqu6Smy86VDLJLQlh28mH95UvxsMb0GDVVZgQIDkFp1XRAQHARJDDTBVbbGSefViMtAy+FrHRVNfdNofZ0M3/rgFRfMOhNva4dIHs0jGxJtqI1KFxTdiAsm45M9jcFNZxsTkV6NVT58BE6FlZ/dRLEDnVHyuDuBctBLM8M0gL+Cb1SYyIExvJf32y5ZmMpm3uPMX/C8bTbxM6ARw6lIyhiKAC+ZGhG5xqL8XZlHRbIGCFk/zj22W/MOZt1lVumKhJZCUf4M+jA+nffoC7YrKB2WnmY+rBkoatmX3zvxkD7nZM6jJLcZWr5RRdD/AdJPbG767O+Qb1yO/f3ZQ/Vf/8/RNkwaTPg7O2ukrSOX6HefuycGvz7Urx1QzZXGRlIbMgvTxaOKPUEzXGGACa1RBRz2XvezQIyRGGU8KQkDP0XdEXtM1eANu3mRXRF7l1uxIq4w2cDUZS4ZhAapn/Q/41thVaYOUdE7qxO+frjWMc453tOLNYKEgjiD/KpvnUinTo8s2dFDcvkOynsQfdTJOhutg6vF7gzQvB60SsUHWKGhBOjHCOTgWlDPkiPCeygqfLsxxrxYo+SXYMhgWQehZJeUm1ohixnkY+8k+scl564W87rxIw7rCarBdOOvIP1H1dHsDkSSqL3lJaZ4fv4Apy3liIwJ715rB1klFVtoM621puH89G9YRy12kvnbW9hKkbtIBfZidrluzsLtq5v8HeOFQrnnjtVZlDAu2e6Hl4j2GAiC50hCqR6s2mnEBHqTuYX88jWq9BXBU4BlCdIJ2ZTbQ4Yi/mkxuxLNzv3fYYV+cOEHOqV+cDDCMuFdy8U/vmTJobnmymYpJm1UeEiAsbHZ8INlI2Yjt/jE3aFKspr6pVm4i1ATv6gCY/uMU0oxhC7n988a2iWXNSdQw+1akzkBgGKF5mIFgEbJOFA9Dgq6JwCKCNI6u74SiajrSlfHZxIQkgY/TcBqPVJ5UIgJKkqh+YWt9p624ygwLXMepN/5teBPKJIvRqgVLkGb88ABxeQ0HhuTJiIQgrSw1Lzgga0gt41RJuo/3eg3iLbZqg1Hv3uwVh2i/xIUS12yef7dfQQC5IYPe5+A66/LpVsDg+ULigmzLCSexWIPrfy21+tEq+nHGX1kMGkRkuMyRUGJ5S1jFrHR/1HAjTa9foZhAgilkw1GkqWr6aZFZ8utb1oYMEIkAdPg1g0t47RLGcSNMqttl6OrNntG7hq6vvNnjvltclKQWKsqG4NqiAD3uWs1gV9M3JaqNCAHGE7Zgainfx9zi2e50PhALKs/zb6+iIWNVDrFh/01I6CccDf6mOTh9mDoddJjrbNm96GRX0Zz4bRe6q3YHIPXkOxCuHrGRlLM573t0e4v2HCRwhG4Mf8lkX2U1kY0wfTqgeTH/nnim69zpM/VufK91fo5DQEUUpxVA4lwXG4lY0uyo5BeGWMLHSQ8ktMvolI3iZv/VtJKJ91qDmPkOphln81/gxUmA0tp4It8tpMFl1KIr3LKSPBqxH4l/aSLZCcEkey1+W+OnoKv8FP8+sfyBFU/jaKzwZt+av7LwGrtHjg4ZyNOQYj/0N3E+wIOVwcCXYTrbWCmHsp5BNC6jwYb3Qm7QVF+3ItPS8TqfeB0ISLa3D5ViFtRaLUWgoFGzS11fAGjHb8Gz5X+DwcWAfZkMYPNW51zVM+sCKmOF2Remwwa3E2spqOxsydHklmFcwtpmWwvat0kzN3y7w7khC+7+MT3DWssOjdZUIXIHaVQvivWlNUBMtw5iZbtJRwwbRsWRTnsI2m3ZSKdWaGHvxG8KTGc3sfY1VuszG87YOpbgczWxPVtSA5DwRc4IAU4UZroQCCoggjY2rtW7dGPdOALAQVAvuUjABUkScCgGl5/zEUe/jG0Cucv0BYck+S0Z7PGaNnXi4ZZDrBFRlOYYgKhVVYrghU3Hht4IicXzUhErfZlNk6Ash2W2QUz6jSqaUQxUSZqenP865rE1rvZTh0CIpal/1kogyJQI1qWmBqoHZK+HhuUgN5KRez2IHJVjdvm7nFqYD1/4fglzGtL0gqbnz1juYiRIlJtdYQe4d7HGxI3NJab85vo2GQlCkZhkW7vL00ASf9BysEtqmhCNPPpgxqYZo/dRbLzpQN7nwY8dnmc2PDnslbITAgPqFfQw5ZdrKE9vXeKJxxHAu8k6EcTbKlmFgM6vQjqOwPHxo3HVrB8gTCj4eoM10o2BoNlvTElT4FRj3V9FxxvpdeYZIQKuBKFsPsbkZC4B6wpvRML/Jz6jsc6rpifXIUvpBKtIA2O5oSHyQ0zHBWwMtDcxAxA26fJtnqqO4hDgOFHcI5wzow/AwQbhWKeP2MkubWo9VsPXbXV/UhaBo6s7aKegz5hG6OvWo2f59T/T69JJC4Q4Q8GB1Tb++TPN38ijO3SKP38IFcM2EELNG9OfI2QWvDpZLymygvcWUXF08pfx8ppmh7U2aDeFPDvwbzyliH8xeK9GgrPbrNwB7ME6tcB/eBj977U3u5D0PzXaOfmFaP+RnuFjr4sezdipvdsC6jcffBojz6qXXWyvYnyQmhKLnBCRlbRKIKG54btpWTjlZwcwVCU8PXm4EKQ8WA3rQia1KH0qYeR+IdsJw1RL8AcIzhNXDYVHXVwHP0Qj1ATHSDl4Twc566uZmIX0Lvo4Nb/sc3KEA00KXqU8XmWNIa26kCq31MAaHtKzvZJBhtUF4BBNfD31GsHCCt+pkHLF3QEYjNJBc8+d07XCy7wGDRjXqIZibrWNMSZyXhuyXSz5qTvqCJNYwKu+oGfFjWeI2EnEQOwk/khYv6UUoOhKTOznl8pJy7qWknII4wIob4qyyX4oBGehoSZISVX9KhBPKJlbxXcq7nzKX5C3tJMCNZfT3qXHpdLrGYiXOskTB91BpcH1wNXKVFl1caETXfhvGq9K7h6V9oyzb8wTYZv/wAjaCgGwXk80aGOUf4yC2fPVD+NZJdwIjyoVN8xjyhmlgImDmH/ylBJMWkBvKkxxhl6jJ3wRX7wFi00D6GYLBtE9nyyN5XJU9Np7lu2J7x8jYUfheUe69GM+QWb3jXIh0w+TKkHXZ/t1eM1fNg11JYzBTC4eMsgGdq+hSVHKgW3crlCn+jyjiA9fsahJKqFGpSEJ45FGZrWsMn5OKsObvK2f0xCPecrDcnMXHkjXHVAqNxSpwUk6vWNf4zz8pZaHUQq7EvFZbfKr8LWALhq6hbysbZA8HWo6z4rvZ3RfpzUDKEDjaaV7GwiToxxGfy5tzuD2V9MYHu4pgcf9ZkqdVXgyYaWZjliBD8oJroxiyuNXwRpqVKEqJsi6lzyVteZTtDAFFk2HB9Ur8tCUq1D38jykepNEtuQn/ipX04U3sOvAYly88fdTEpljvIkNGRt3YpIWo1rTaxWpl8p5z1gXX5pkxQBDndmkv+/fvJ40frEus2gKFHjlRJtgRjONsQeglJxqtdeaYywKBmLJoa9XTRq5N+M56BBxy8jz1z8QFVZNUoCujks2LlFNN6aaz9CtLpKDYOXGDVPbNYDYL6yno5dpPuE53EanGtt6FNlBAP/6Hmt+ZlOQSkUF/aZ8pNFSN25KULR9jlDgBkICFJw4IyU9tvtawgR4nk4WpzDs9w/Y9QyhskzDx1e3mSl1swHFNVhHWJpnJPGJtDhQudXuLX/dC+9Zz8m2q1LryK7/Y+0WwIya+ICD8Fa2K7TS8RCzwD2xvJMAhkuidKaykgT6k/WTb1Tic3oao433yF1brSkZk38DiHh+dSa8BP9fKw5bCSbNBOP+Xq2ZMT7M2HLzhUG2Pmzy8Qscxhiu56fz5RzvY9hhXaiSnOcR7pzGLw+qzUGjHzQiTl2YNGSN7odOaUnwMmeO1i7Fc52Nj1fbYJ74o9A0+cynmtTutDkLO/H2lqYoD/WqcjdrgST326OkYO8/jW2a9xnNGkGo68r+M5eTRvxpkuFflyUr+RH/NrDPUxusswlEEF4UV+243HRLDq6prW6eAGEV5AeiBToK2svuW4TShzNgbEHPLhePmIM2F4xmS3/bcqdWtGOtARN2PlKG2T2aXSbX1yY1nKXHUfLRLmf3gsKFuFOligiL0tw9t0X7jMuiyDnzqr+i/AZwAqlZgo5Dzi5PcmF3jxJPIwmhP6HgC6/DROmzs9s46x4WV6h4g/3epoouBaYjg31imqE37idDh9J+b+OWPfpfDWWsyWOq5lJCG5o6xpGkZCTZs4wqsO2e6M74K2L5VeQVpRA/Eaft+IFt8x9ikmPBL8PT0fDZWgOp/IYD3/0SPy776wdm+pDACAlShA2O0rp+5ixPpVqzvqJMD1mNpGLLH+zxLhVSrR++p3DO2xnRztGkG0xzHhOo773Q/BoYkrl4PVYHKKnB4Q8YU01s/WbCL4drXRF2f2COkB4opSgQNpCIKo/RSo7hW7Xl2Givq7ACyevw2MX5dPZ72sN40Wp96CKZp3DdQmUA7hC4mCDPAM81nbwf43r5YgaYazMqMa2KoDuR0WUSVraQQMHPpCj4ng7nQm2ePx/PkrpWcGhUX9aJkNAFbqsUJEw5okvvZ340F9t+aVzZ1p8U8Z+4kTYxWOoWbQm5KqAEK2ZC5xnqmB0qmTAHvAPbxt8Cy5A/CQgjO2fTOgfE57p7G0LZNHBFNltxklzXY1nLyfneXBN6C9Dzv8nmDLy79rQWho+/J1VkxaPcFlza3aYFRRzn9SL0esRFDdzKotNvM0mLxQtKzA3QVGKoj8goY807HNdAJaDuAgkuDHg79MaKWgdeNTSVRigdhTYXMxA2dU0sywrpa1GCXpMUP6plw0pNQDcfOf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", 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", 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", 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PrStiOTwcMg3prRzl19eZd8tIBDoeJhgUL7YsYuCBHVDLCoN8OgamUz5a5kPuiGwlTvSF2Yrl/tBqQOaJcpOEVu2x2imdiqWwZrybw96PaQC7CKPWJ+XpV88uJGqVvr+FnalyqwaWrlbHQri4ugPEHtLRqEJvrEe+OGGdeZXIUs56+T5d/stPU419JRCKDb19KegaRN41Jla9C6kdCaajTav+M7FcPpUbROsQP+AqtzlgV/8xEE/6Y3QBTUE0iffS6V49xhaCrvoM362kgnUMwnC6PRQu2YQudmeZ2q6Q98VBhhAV0IBcMXP3LROGpQANsB/PFRU0qTCnFWU34tkXiy809sNP8jA95cnzeA7OYs5DMfznJOvXgbtPdqFpZnPKlHTqYVb/zEjAM2nRR5laJ0zcTFBMByrZTt/1QYDX1KT1VQd2VXJMCfVkCUGbgx6Fk76+7sPf6eTD0w0byhMEhVKcifsTeCtzv/dKM8kfY4/QfppftHnbFVk/ShX6R9OnmV0D0xk5an0SJHmLEHnMsLvbPbRh7fTmfZUHb0jFYTlS2eZ9L3hC1NPMgVqi81zZsf+bG40xJa7oHqUqgsG7j468ERqam/nLb6kWH+VaykY5KjwBAVzp5loP2OwLy6OB9HmY1FI3P5we4Hq42k5MivQ9DAa5Idkxv5igd6Dv8wwI6lmbz+fnh72dYGkQjaam0/aifOMaVK4je99bXIiiAaToPR6MsCCvUP8V/EDQwLj5L5TDxbk2Fp0LEEq1Y850ZIc8wamo4uqiLw1evzLxCHAxZRPquVFAMr5A2jXgor95p4GcrUAr/ab0OtGlJvYdaYTq8FOvwFPGhRKVL1TrzPOPDnOFPS77phsInuESbEdb+bEltpPE2eO210HeMRKIeuid8/hM4nteAdhsebpiNuaO5v0Qv0WvKBSebIgYEC19ziqGT3N5YHzGNmP2BkJnlvWlKLUKRtA9oB+WyQW7KvOMJl+s0aSaKVebwner7qjNWPQAzLTY2vuJAD4amqaYTFGDkZwh8ZwNBIxhe9mMPWPWyrirFOBmS8C5MGrQ8ZN7A2ln53uUvjZ6ln6DQ3jjz4FJL+Li8L2K5khB6eMhbGNK2uYFJeikjFEBN7gNMt0QOtgWYDxbx4C5wYndN+cPe89N1+mNHW/dedi0OnnBgyVph+lTWLm/QWiaCg6/VgetIEeywBq9CgHCms5WWA+eIjtJQSD+/4mCjIFWor7aYiMlyChYQ9bvuKGGwQ34rxgyEZQS+IRwLhBGtkBc99qlyGI1Vlv71/c7GygQ0hBBrwkiKn5IIWb/6WF8JzgUMN48iTNZGujEmqIBGkil2i1cXt22xGZhFJZ4+xSjsBHk0QkcfEI9LQ8JhNT8LaZw0F4cZnYGM1ED0LXSDOG8XoygGE9q52KOMQ4V6wJM81k9yjGFWJUExd5NXD+JQovabPla5jDSL7DH1zUx2C3tSzVD8CDcBmQiC4yc1/sLReLZNcwnYAponQfsFYtf7TU1BvCX22tKAmP3wGmvgGqczvO1UzctknbslGyqyuW/M4hnZfxKdaLnxXjH6u/rWILupRu4elKJKxr9fRf2/6rfyNZ7p6gH4fhmbWH6ji5xGQE6cgxuYvSnWmU2WdXCv+e2KtFtiZ+BsCT2+wQZMRyXsgz3ynwCgQXFy7XKh34bXCAbD8xnN6VN12wAaTLGB/pSw1yOIE0OTVGXUSRYKh25IKf/82VYm3AhG2qPO9LUuFDG5bdyqFAsWjq7WK3lppVBVCpV3AFYuZH7G+t34lout8v0EK62PJB7iH0nAErEBsKhf9TSJAvlQQd3qUVe9kUbwG7VmDXXVVKduSK6eqctcFvKa4sQ46sdoKZMRKVzatFTo2DSgU1LoJ1F0G6eY3VQZZWPxYjICc+JogJzgt1UoO1R8DwkXElHBweXWoy7LuZqD46qsAAe9RjsCfOSF2qCx0RogYy2Avu4bQ55e/GvAryRjYau+osZE9yZR28G5O8/8OkwI17pXWsXDjrGytssRrYWjbmgBrOGV6plgjmTsV+FNZ+Tdpsb+jgTRAQ81ThyZr2II/BSgUm2xlCi+XqXMchQGpbWKKKcAoznXtPFUwOIfadVJb3iE/r9VrJaRJ3flwoU5dDqq6FIj1NJQCbEaZKtMhvkUijrUkuAS650bfJC+qHPMeifXZjlkH76S9Dy9H3v2P2NSiItUjfh8WxtPixnxk+J2dSsOyLZsXFZUPOG2uuLFkRfORK34pswA8aZpbfzR1+EU5xLS/A2TJe99y4OUQyg39fVK7BEzLjfA2jPASpOWfwMc2NmnmBThIPKhkyQC3fIry6bG380nyfQa0J2E1eP5S7pAG3tGS1OhASYx7d8C/YvMGDs0wcjglTt9Du8FbSShAk6+Rb3hVyQGvkLcIld2Yq+CQwh1ILQlT5rO6BwDafRAd3hEL3If6tsoriM0aFITJFwMCshJD8Ltneo841ngI0Qugc9gH6sgIMgJmERmglSAaTn9Jm+E3FrHf4wK/eKOH6RtQJy56X1s2hTn21TQZCfdO22WSERlBQe054Hjc+dPBbJra3aJJXbk7HrEy5mPzPLM83xRdzpwzjt6gNHnabu1Vi9oZEINc6ZXdEquQ+MubpRbZ30wUGzIc6DzfXAj2vv5drrbEOZ5SJCs1/Pb8dZRRmyWCjOqvqEIxvft1gYmWDcFlS3xDYPCgHbJJNHT2hc8vpg73QgLJFTLmASwi9qkn4JqgNo3pXYtgRiXP/3QOJNSS9W4IgtDpCZNuPnF6FxFFQdx5anEW+g7BTs7plKif5L2zH27SKyJtXj1870zRZL7zInn1AOKVtW6zNCmZnI1ThFsYP7LFq28ImO+JB1fExBa0sAKzmF7uQ5n5d1P7Zm4lf30Kov/mfOUxdbD5UE/gj+6t/LUjXIae1IUdLTG/VLsPjLXvfs4/6gwTjioEs2KGuBwhT0wfQCIzPPmHk0Q/WkDWvEj5sdYwY/rQzAZM7iMws1p60ReA+ECSNcOkLPIi0CYXbhaD2s000U1G/3+6RTqPjDO3xXD5arFuf56zmBx3moPXi3cUERzOtUofzCLefrYelhuW1i0ar/vaOY4RSOVQ8dnLjUHvfD1uUpJVI629swlf+kWRWBp6bhHfabPYiDGVSVHZysfImlXnay4ut+zhWlImWkBqIov19wBrYB0xcqtPGsesY/R/kWXU/shw80GKgbIopTzcvY8l147LAaKWoiDO+LmIZWLAgoMepP+d/x8TvNwUpe+l8UcvrqfjfaaFjf4xq12IZAp1rtNl2cAFH6qFkMme0rI63m8YADdw/ALIQOyRIC3JVkC/QZqpWlqkNeMwwpGQso+cdC/33fd587KDTtm9VxcPxn7PS8jibyWvNYHy5jDES8WaEvdJdDhpDK14UJcJpFIynbOYUv44ltR1Kiyrm7WLrtCRIxaHrGHO2RSOvxuu3TSwEXyld+fxg25XV8jLzAAup+WPWoSJo+cNOXJPkqQhJ4j0k9mZpxAY3mhotut4lTr49fsn7hpp4XHc+/N2zHo8Jk+367pd4+mt8wyjNVhfzo5WwSW4J4K2zgCRC2F9e15knnCZ2yIVtP0nYYDtEUmjHydvQGiuPick34lbG5u9mllUVdkLEDLZQMw52xARRV2u4YIglOYssgCpvDr3QM9N7IJoDBcY7WLIUchQcEWIczu1AqbSM/SjyXygq38UaBsnhzDJ2MM7qaY7lPh6gOk+nrNV8Gd794BYv3MsY4LtHQVTIYPpXYGTaQsdRLAmSBdBorOrNyfyXCypTLaVLKifOQkNasZegq8eq0knKQpEa5lPoUxPXbfUgiZPx2DeCPznoaVnEgc1s0Q8cOlenJeX3A5CxBvPUcPfmH1uRxDMOvHCVX3k0NpLMWmEct0HmTL1OuFmva09JpWZKkStQUWwI7gKdF8D/wYklxn4qTBDRQIBEJjUAAZMM0FurM712VvGMppS12s18se+Sk0bIEvoII06/3BDk5dbfTRbaX/tsP5mhOWeyk81P44ZP1pWf9vxlXtDtBjrHd73TcXwhyNn8mLd7d92BLJlq1uOyCHwMZhPNKDy7ZjClAnikAs56JyaxR3tjn+csibXW8kadJXqXEpDvauRzDtzZFtf0quWmw3kOzcqjWW/2I9c1PYLTAOIZXtrvSBvqOJC7VPpdAFbno14ZdqPMEkEfOMvVs0/Q3Lqc/iPpKjSLMF7Jnh6iL4i75OXiKN5h8doQU09p9nTb4ptFPzvNa65SXZH/i4MX9TzYxzrYDaX6GZIKbhvC3j7DXHr3qnFIxpzdjSUdGKgzJnHF7vele8CBPZKuqI0gdI8zpORdhzinOZkMB11jaGRtXkinV0w6HFcTW1PUISZ0KwJl+geMqEzGq2A2xQFD35fI5wt17rFjqxvYEbirrfrqU5rYW3tQtaA1VuQ2Lz51cdq5Fd7bIUAflkcE5AfY2KbKjKDbof0NKMqHHJgTWc/24IqfH3n5q2dTOmyGjCSITDjMKwO0HwbhgwE4HCXu+6cW6u/xTwTAWU27BALvg8/MO4K75yz2KMNO2+ZmCMx5IXniNZp2Fmt5aoKbMjDvSD1mOxNnJjwmXd1dKhKZrQgyykbyO+IevFocvRw8GFpIOdlyTFI06+5NPbQv2jpZ4MM7Zr3QxQrngbLy7KBs88mHh+bLdFl+qPfDPKdC6Xx8neVXMSYxybKUnicGAOKg0+Dhr6b1AZSeRYuzLqYI96CEP7FdLUW2dvZlcktFoxBStWwrVrZrGQDrwECgWqCRi9/8Fhy5LqlxHHZPK57/YdQtP00RvFN1pJIOAqz607zMM68GZaeOYEhEJKC7LWMGcHpcaHQLx+izJzvTJAAAAdxBXr9Esd4OVT9HaiJfq5NeLF4Y3qqEsDzB0lTYf6QVHM/cq0an+AfcwK2UWJgElHiFuTgyZe8LxShCO6ixxwgnghYBHHrano6OSxy/RYznvz6YDOq/Nf8z/Nof39WSWUD7tZXF7zuais0uH30w3IiAKlThckHvJe8fHlSYRdXzmnvr5iF/PkM0le/Vb2f1Odx2TumwmqzMTbf1gPYsdmy/dqGaxkE25TPuSiP47nPvnyqc3SGBL4NA4aEczht+JoffseIZ7kHEHz8PknTyQBxY8G8wBcsdB2PtO9ldWiPZCkC+SROgP3SrHNdaCKc2WT6GWUnOOhoyfy6R5O91vo7XCHVnPQcV2yNGtv3zCFjbF/93MYp6zXx3Aqmgf5fbAwvbyagDMyY5j9X/ee1riusGBw9+xQLAKPogmpy+DmTOtq/8xdeyxf6HQbMBw/6+Ks2yZ5W3+DGJqKXWuVsAiaeNBUBDmdtQFo6KZv4lscc/4Wzk/Vfiz9RV/sSEii64AXmL0a1mQjwhr0UtaF1ReCnoyEzvvytVHRMzzVhB3mkON5UMKT3XoZU2aDLn+elPEaSj7MLiuPzW9r+ur+FsJtxrYki62+Ks1d1KkBlJ0yYT31PULR9u3bb6W4stCLZgEmk2oyJugYZ6iD+zsaW8Y+VUmfiXKi8w35aeYqJ/2c0CkmeNBGBzZIbpvaDDIaWEiD9Ve/DE4EKsQW2x8+66xVluoKavbEM00ckQvXbiMUNV6keGAXe4DmAhNmpEym03hf1URhTR1oR7kDp0qjwHJPBzuNG0UqqZ2W/I6B0jt+SBmeKhxHEbRN0woGmI0T4E/qMwcX5YFNABk8mPsmorxrAkNIqijTljHUHJNd81373TRkxLtCzIBRmUet7kbLMZi34h/8rhc4fEHgWxgWInel1tVkI6fow0VAA3O682pw/lEy5wYuWAhsf65Fo3osyGEr7rwx1OkXC9B2/lHY1Ey+UNpOC0vw8qcq8E6H/99itcZtDkGICz/LJ3AK2mDFg2s/Mivv5zthIiNGKckUx4J2HFnJknbaEa5sQ3Zxgw/8gPp7r3kWYI+v+mn3ptDOReBGgZIj/GJtU0QtPSXgh9/X6RxndKWHr62v1px1N6EZaMkIzfvG2iXK4mEWW6+XSNMWtDF87h9FZKLri0AzfIFYuE7h5zV0FWNF73oRlJUH+HIXHWnVHHEU+RaPYO8itv/gl8foHF2gFfrmFeN1sGsOP6Y0iEdtalHrNzMF34GOqCByAj6xnS9CqyIUq22Skx40NxYZ8++PIy3BVjtZ1vX8MOPBURD/rQp3QSpJmLV5n+j5x5/jBQ+7UPTbqSLksxO/EO5aZuWqrEsTd2ML7bfnlOCIon+OPVceZ0mYs7+u4ZLAC7fd9y07uuNQMF9TF4e57t6nJjo2aI2VJFMJyzIxE8tm1YrnoceCFDinCMhoYeOPizyIS6MiGCS9N+kb3qp+oABgblHltTa9JrCT//H/4moubSPEEn9B5ZdrqxCugMKxlPEqW1obmhm9mT4BoY5/PEfHhxnWoADo73+CxCtcVIZch7t3fz+4xd593o8zMjtQuInXjdenbCBpM+0h8IDtejW7TV9oUX0EqBHl1NfDAFhLJqsDDycsCCLyThNtkANS6mY8mYO0k6AAEt1S0Bd1tL5TT7wi9RB0yY1IFnqNWxNg4KPFJoz4egokOcIExZafd0yn2KsQxk88epULRPpDEu5FrtyTsBLksB2HxhYfN+J7qaCIGwCGuirb8E9o6YbYuYM1k7QZ/1gDI1X3Mjq3i4lBXcIdPzyIfcbw6r+9DgJlT9WsTEwBn5+thgquARRtB3jUSdz/00sRxm9JYDuVcDDDqb3Wu0n8+Wwc++s+1Gj8q9mgWaEo6v/WFdktbv1NFlWF0RsHyYOur0hFXi4NOz0N5xG+jri9cVp1fwUgdisr4WF+gdS4lhF7RwpiND2GBwnbCY4VK74UKr9TaNqPSIYHZzi5snyz+XrP2FWj9/k4Slhw7gJSfvHPRQn3H3Bhf2Ej58tNBi+t7JIzEcUCPbeuvgAzd4ujZwSxoN/GMjHsNuH2HqOjmNcXSxmEPB9F08qM681lvxYYoKDHQVj+9K10hjKmnR4kYDM6xgxtchg9zrPcj3QpbK1ReajvZdAWhn5dr7UsiuwT3j5+KfrKtEv5lgi4iUhE+AC9/MFjD8SDsVazmbEkC5mo+pGdZ0wo0XThIbro7hvM9IgaEVcdxFfqGUSILOz2bI4D1layUqB/O7ueoLXGwk53IB38SRB2NQxdoE1t9/yg9E+VT8cJkKqhlzjntVWfsgzZF/768NWJf5BX7jqH0OlTibNDOrAhntCmcPsaAoLW7YANyaMW+Le4/PETK51XyEdnUHp+s3GYBcZQCPcCYyQG1fYcRLZhu9ljOienSJAy97d8f0DTR2UiEju6nlKPjghG6Vz7YVXsSXtapflrh/1GAKZ5M6FTanb5bur3el6BY2XSwHggIR2aXJJjZCoYWEMRtujVBj9sF2GrP4zROO7YmklDA41wWzG4hg102H5Wv6vsFOBGepv7zhm6vParg1PihXw93lHY5FnxgB43jQTVgvOFuHRkn8LzONOb9M2BXwhjnMuDrgs5X28717n/zNm2VZDSFUGmOBIKP1YAsv7QXeUm7PfcZZOCkJYhFyRgNbh16CY1PUugK+SNbj4b7iS96ytG/MsYNyYf28+5ciFa2vAHuBcXi9V7rov0LVsKN3RkJXiCQSxoRu0dm8+oWsuvPUf5O7yLdMM9Bg3/nM/Mfqj2btDfVLZFCGZE3SutbNjNxK59iXzP4+Waia3pwP39S9UswjvKGyduKbXhmf1+jlKc0cRWPFpusKAzje25KPBISBOxr8jyw+pHjkCKzb+hufqpS0rwRU36szUK2UhK0cpyk9L3OJK9v2ik3oZGducbSY5elXJdtrF+vvY1LOvD+pdqzNmAvVTUueoh9U15XrYCL7mHiG4uA4wPOwt+8oG0WDPM4AZMIebkCUI7LnJg/nDOwHwmCBNuxkxWWZpfDpLTPDsTW0qmv1RzZKCea0MHNxqiB6vhZ/wqVoV71slBysfOvGie8d66aPUqPgWt+xxl/qHLMcNmEMQ9EcPOKq3HLAEVQ3v5V66vwbJdIj5TpXAryN/P8GBosQ9PXVD7Rvz12lk50zqx9rd5X59K9th10bYdhiPrwF2Bq+f0x8AV5f+oKEf3SsFFAr54tA25LJ0eY2sePegxVEisZtYpXexAG5/YklPYafXZa6j9ZGozB2bZr2L8fesOuKfRsq5i1qOhb0BK54l6srhJ4JAUyI3eCuq84B0QBbLFbg9v5CP3o+lsrKfxXIRGX0EC168WGokzIig49KVm51n+IXbqS8ohz42Lm3zpEefpzG7FJJS99GuCwhLGyiYySw52QGM2ikQtWIRpRmJLt0tI5hBE+Ysfv68zAd/uOxVFY+rDXmcw/qN2Y9zSGAJ+2KCSaZgL+scgFCjx4UgXujA78ADfICvpOhtyLhwR4b8nPDqrMdoZGxcNvLsZajUAaZxUHjPL8Pe588WKvBUWi+4MhJPqNfAY1ndrbuR3m7lKt5TYtqceLEOLuEASnhTCWv1JRRIy/Pk5XScgrlgJ0da7StufJ7rxLlW9B5SFvTchFhW3TlEycX29WYNmYpKBjZIT9V9fAMZVoVR/zlIfgPFuZ7CX2eI5COutkiuOBJTie5Pds6I1mGtGEUCmqeN1wYpt+FbTwK9kpAxxRTYY/evSOptV/KXZsbRCO0cDloFIkZg1gIj++G/o5LFipVC6Fx4yBd8vgkFdr2Dr9Fk316TJONLKOAQ7pucdxXNxUe+bmdx1u66JGDfEpsE3cZK79yy6R9EFBETFqhbJdwRYEqMr1aHDCPlVvBvmDLZdQ0b+AsoDkqf6WaRfNF/tQR71D5Oij2dxdGY1osr0X2g7MR8gumiydILRzmuu8KbDGxEsyctnZGvhpP1K/N9u1npCMpLSI1TvwMQD02LdJCbkKQ9Sp57WMuNeVBhu+Y0kWbrUJzeEBhPgICdCAp3HdgUrcL7RHs3VTWeteNJz52WP8sNXrxf4lTneX0vUl4u6o6e1fx8J0Q7w0aY5evDOGThIKpt0Ccg9jouTyfedPxb9GZaxgQsXxJjEO5+K8r/e3dPa6eivMKot3ziXKpKsIIvw6J+fSY+s8bdEe9bCGpmFnZFA8eHVJtIhLQZE0+jz0a3xV7CBQyaoYHsMaii5UGfWX6iRjHuSrpikUadLggwsB+6079OYvqUesu7/DcgDzj19Bg4cpqiXwLEHS1Nhkvu59lWggfk1uW7zR3ArGzk5dzV1Ux6ofVEmy7MN7QsyzBDmcr4Mq9YPfdiD0vfhSG0mNrBhaFUzE1BDF3U1GFTXS9fg1czHRoLXLJaYeaTknvTDyqGF4vNo1Xv+1osf4J50cIxxMrUMugWota4RRdFpWjdcgfdPLP5ylvYcY28g5arb8aOI7EjbGhQXCcZ1TsQJznlEOPdEsN46KDE/3rBZ3pH6FSo13Tm9ygv2+0ay7WCjuA9A8UkfCeIeX0iNJXeyM+eEBWiMmSpguJg95kHso28dcKMfaekQx4aJypJhp+o3sUhi8A80DT7pKf886vfzojcY4W7YFEGDQ+mnOOQS5EvgB/7N8nmuP/83O8fHk/xLsyID6RoPfu28ixh9e3O2pTUMGYP+EzRz6vp0zWBMA3kbAgH+hCGgO/GHtYAKfBtdWxPbFPSfVVNFo4jU6/OO33USEyTpjjx6G5W4HCyHlbmAt8Ubaci5hkRv/wmSvyf+5gN6tH/yxZmKSrKBIn8gIlfP6ySFkIeHDqaTKEl7UgpHgnA7gpHdk/FsitwszeC3EhUNs3R77VkPK/cuAPyTmcvhNgN+x2P2NjNlnVChPEe14Rr1sa4FPv4LC5cAn9eP95O7Vh6Kgpscy1sQvf1nxb8hVl/YHT7M1wj4SedmHcdOv5+JHuv3aivlgaUNH6r5bSsKDpTBEG7UKhsDaqv22ppOUq45tpjg+k6bqVha3V0BmAYOhiERo2EX2+k1TMTWwI+73jLvQfV3R7CDU5W2UM7oy9kdEjlVQ/sJERcsu8An/LKDSyvHbxsic1KnwB+DR32OvmXIwCtKNH8gpFaIiYFaJfWiKxWAYCqtz/D2fFaQXR+k8n+Yg9UedmWTWeqF15ZjVapoTYFd9i+EcSHjen6Oqciv3xwKlR6tYOAKoP3KyfKg0W6+nAVto/g38NyNFPHK1oK1G0yUaPm6I1Gi1DnmC7CFpOwtDdDkfJ2SfWanYhR/W38F/N/myj6mBB2sWY+gpRk0SghS4Ht8BCmUntNcbpFLM0kKOmYPsDx4+Q+X6yu9SdZsyK+xoZp8Q5Ep2jsh7pP2ytGCZHM4qyUJhrtQngq+2LDLYr0KjCMhsQQgnUcDVPOxgDY4D8Txym+eGlzYHw5U+9fTQjJ7iMvJQ1tPW7KBadgi3HtEs12QlCFw2pUHOiHL8GO2Yo6ReUcYk36TQMYacawjYOBeWsa0jNOQPqzeCjQGrSW5ulTGdHpu0fE8Kwhlrot+u+gnBcCx3ley+LCdeuGNwQ5zbxxaBO2lPH3K020L2keJ5CkmpKv4XtbMYl2vsKNIrs3ZtRSGK5aO1rA6HTpm8BGf8L1snbMWfjzTeoMek825avXU8rCg2vEnqVUP9O1TmCbsHftl9Vkt3arD+CYpv3oKUCj78TmK6cTp33K0798c9jzV0HaVCuGKr1gOtR2VunPP5nR2Qf9LsuE0snXJDd9Clrc0VLYoCZGGAc5+6uxsjleRtO8MCl6R7UIsvGA8GG7kroaTJjD7xz4ZLRpphTQX/FxLFcjt7VZHnx4E0C26p1lTdOrZvR480wRh9u7UIW8Z05J2NbLeb2gdv3w4Ji9JIQRw7LF4KtztzCxEQOnvHR0xyFxkjISvsZ+8Oon9ewvJcc/GtejGs46GD4l/qJh2n2g8G0kt9OA7gg7VyIHoWB9fKbVz269/Rd+lE8NgirhZR6dk28MWeDOD4kZMs9FOK+iOxJbZuMh5wRsMpXNLK/b4y0tTfa/tyllGyT+9M8bTCfbQIgx6nR1M127IhmhM+e7uVAa+UVmnQ74yBtSAsq1dJ/s5jvPX2KhMmuWUAbzkCUnvn0RwOt3e8nrVqq8zeYg+UKFNxWduJVsZHibBcnKaTJ3YJ+IRnI03tk3aCJsyCSvS6wfDqtJLFGmw2W4gBjV8eBHAnfnYBQEFJlKNGB17wW/4/4k0RrRYUM8Wh5gfrdtaF9eo1SvK03TyJ5990nOb3xP8inIG73eDtWsFXwqIRqhbL6H+aOstPihNC5kn1NYXvWzv0x65vwSKv4NrmOnjoBcLQi/opzQBSw64zY4ekM+/RnROVQ9jlN6ptw1l1zyH0aLrDr5dNGAqXIad4RPizKIIM6EclxmFXg0x7ko1V/+6BFSKtswUeIaRma3pejQMWVoaoCxfA9/BbOdfI6CcqwEXWlAiPJjix6OtvhfN3Yh86aCsTjp1PxuIa8tx1zuD+xjlSJpyN3w59rEAIgeSiGvYEM7rITFZfweax54MIW3Bc97YKodV0ZcL5/+7MUUThZ1fOUuOayVrB/QCo11V6Ocj3whtxmPStlODKeDRAnrBqaIA8p8sPrnjdEom51OKA+pd210MChfd+cNWRWwlniMsj8FCe3ID+jKEmc4JHGpfITsLhJOGVF3f1mW6cX/4lUo5FvRcKuia7mc9ABCekwdzLf32Qt767xjXKVLnU0WrdoD6+gkBNQkB4QpsXQDajILVKlwm2ipkEn8o/R0xt47FwWGgJaolLXG6MRZKLRBGPbEgx8HnPwOYHs7VeVFnzqFCsbxdINHgxP4aectsbNuuNfkIQSRJm1y/sLNyp4MUHdAi1g3Z0KWETAJNQ5Zt9UBnbInEKFKYxwo2Zf+fvI42FT5BXsXyNl6OdkjvzN4ZXlfufdqBVv4YRoda0B3PtD0ZjA8QHuf3mneOOGSVyc24eA8IuiwGDLbsk3OYinG33ndtaC7ML/4M7PHtvIIicuL3HZF+lUREcrPlnnRuTGzP9Qr//TtDxmcQWN5FQgTNvTxqAJfRgfU9vO2Mjzja7g/IVmY0WLXeD14m69mZuI9xl5cSx9f4ukeuXt3vGRFbbxsSWvgTsGclmb0T2ZGfTNwPZLAZ+glU3zF7+YrcBxHcI8WjBtpp4DZCgfiwDG9G3OpoElVc2IyDZhFpKCefV5CsGo5rl3rG8ZTGOx4S2AFweg90SfraBcOxJQna+/3ZmJhD4H/2rsepccaqkYgzmr82myIl8MaDivS2twlt4RYTrHAhhTDgEpudpXWQZ90y2exUsiL4pepCm7ZPm7i6wyoXtSDLco+H1Myj3Nb4kq1Ty9+mVPW0030bxukiSuXGp8B1tiIJjhq1kjscVjAdIcFaH5nXHypTdFW/dcMRg/7Y2LlfI+rYGpTnwRALAU7vKCXXHA1mKyJuZF65ve7XTUlzSTDXu2ejp3NwcG9Vnu5AiGlBjpjDHo9Jzzh9qWEPS47GMaonefsIIMvmLACOK13iWUhL1nE54OX/2v1P3xrV/2/zxKc6sxJzAoDTuf3LuVevg87ShoiE/4ijcE2++CQXJh/FVCQR1BSskiJrdh2Xf1ZgclDaCJT+d+Yn6lUIMAB3R7SVUDallfgrv+TZV5rrliu9EsbB222qneoDN6tpgmsJSeMiLudHYGhQZHjW+TlPBeAbZCTzakDZfHHkX3h7PZ3CZyLwRoNUOQi+ev5QfMBItylJC0y+2/+Ml0lGDFjUGm94kasQbAYrqN2MA/08bAZfVEk8pS185zgHrqeqkaF7iDQYvLWP2hdpMapdKnEja6ei9/+D23c0qctbnWG/EnuK6qAQ+H0Tnw/Gtw7Sg8kl+3MU/RE70BmpvwyRzml5LZHrz6sPxgQanp22g79eUPOPTmxrtdTQjqH8kOaqBpOOWcMPWhpZi/yqqlyx1uIjfHkWc7SMDTHVd6/OQdWyW7BHf03jy+giWmHNMhG/Cou5K+3d6m5aovM/JyLXdGOru7VrUeo1VqAvs5jQx1qKnNu9RZjNPUEoXwyjyAKxS4i00gK3DK1YuuBBnkWD+zSXRaLGfDzv/fhMelpiALJ/L+O/yj3Kb1CEBFQ8jE7gOxXbX++Id0GLkaa/aSEpaNl6jWK01D+T8H3zQ2T/KcAsdWI76FUpMV2YcPJ1XdXZCxf9IIimy2Z82KTqYFmMw4c6u6yl6Y6F01gFGUmBzTvYyGClq25EixsxS3uJ98F+rBa4WfTDPnTnrox+dLGxTxqT4pMGE+l//G4t7ooRYS16ArlqLRuQWVdvgFi+y+Jys4Ga1o34RALaV2P3ETQeP4H15HJGyyN5qyTrb3eLOMWKVIz4wekCwtBOEAag3Y7S8OgW90XJWWZc7gTcFsj65wHHDpu49UYFnQn7sotO3rX+D8EAN2loQYiYXW62FxYpV7u7reFoL29bUd+BhTgPfeCMe7wnCoK3f/xWj8S/KozJRo2WFPspOjgrTh6hzAkkK/9n4IeuwWRu4z9NLWr25NelFhd9+OHdq9Xvy8BMu9Barn/7MiopHVcx5UL6IvQX+kTdu7yQgjmADN6LN7jDRGalXq7SmU7C+LKsR8nKGtlDvS+vYjRfP0xDYVpO+GYdPdIAcDcX+Znpf1e5t6MYlXCWvSDvNXj1AH8dfmBwdP5Pn4e1HAvguVxd1EiD1+/lpp+bz9tSpyNgnyO6MkvYkyovsplsRMQ2lWoH0Zl67xTYSsRlZEwy3dJXh44fQeJvH2RUVA3dI7MnifmYwDyixMNe5t9Z2EzG9jo5DhxB547vFA2M3putQQO+URFBEUvO1xSD+cPvJ122G5rJ+XqJrSotr5u/pAFACQ+CNZvT7Myc3XIg4qcVxaJcAES2Uj8DVLzx9Y08m3dM2kUt9lPdDCPg7AfjzMSeUGqr9D9YFRvBhaFgQb0OhztW5NLYn9zHHQjDL+CDJW6zudEC4lZ+s8Ed8YJDK1VnQxQBq4VTMMzfwEBZ9l7IGWmp4iuWsvtcu8KLFrc0+AUUSnjfZfu1APCgb7/C1GEa9GgY7kttp1u7q5yHCHt5g0c0aOiaI3VrtgNmoh7V3Bl0+TKPqKyOSNOpdgmhyZvInUHF/V265OWRx/iknzVWjLFVj5UL3DGKWFNQwQdHqDig+rtm57NjhWHwPDQ1ALnq5JEs+X1VMahwF0avrVybbl4W3207MuKHjVjQLW6BtZiKmE3M8E/qwvbr/d7KVVYl56KdA2Y5x+55ZgA+rg9IL6rst7wjW7KfKBAaCaQbravFdSPuo2z6ccTaYgNwNM1ioipeHWBnqLLo9BCUuAJdwdpauUp4CmSFANs30/QbOgnESuQPuS+ra0/+J4ymXcSayt1DyQsvu0XpwWKfq//1dR3Rq+hYbHK9qTyxiSp942UludsZV+P6jlYxN2gA2ZJwLMWFWvfDK7ObRcltU4pdT4gmuzWy6YlY9eKpgA9TQY7hwejtcfCKzkyWS23DFDvSTMjtwhs/Dn162iD+cWrsp9c9JgBpjSi3Bl3l+omurTh1vWeL5+La9ZB2oIory/nGBBavN/LN1OSkWgeJZnelEJWeqj/zW+x5QMgBcspoB/dWNsJDkM0li+sjwt4mHk/2PcSxeFtk+/vme6S5aZNtmN4YZsLyOxclzL72Eo4ziN0VuMkNbXCiZ4sA4fhm9V+LtXzCO8xMK9lFZ7vzLUFlZQS6ybyYAQqbTpN9osoALSr6EEsnq3TKzxI1OJCTYCotEuHzBAAf2ZRqBvxhb3x40TMyG7tlnXNv+By5ck61z0iizju2o6jrPpL9AO2Lqz05Q51w7fMQ8IYdFgayphA60lMoKbKsGu52p3mkVEJaCfC8CI6sCUIEf+quycGvCU/An3Qo7g80wD4wMD8KJ9X6bPo7d/3ECI+el9mBeWbSeMGiA/MxCm33bLkCgydTiywyEtvTHWg/6hnMWbTRp+M4d7s+MUnF1fc5aeosbKBlbzDjhH6ZXDv+lWxxhIN7uulKc4DDFvI7STOdW3r1yn0eWvevJDT89UCufrBqBwzxPr5kqwAHU5hoaeCdRWiT+KWkC2sT5vCTN04RtY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", 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", "namespace": 0 } ]
一、购买向量检索版实例
1. 前置条件
- 成功注册阿里云账号并通过实名认证。
- 开通阿里云账号并登录控制台时,会提示先创建access key才能继续使用。
a、创建及使用应用依赖access key参数,主账号下access key参数不能为空。
b、在为主账号创建access key参数后,还可以再创建RAM子账号access key通过RAM子账号进行访问,RAM子账号赋予对应访问权限,请参考授权访问鉴权规则。(ps:子账号需要赋予AliyunSearchEngineFullAccess、AliyunSearchEngineReadOnlyAccess访问向量检索版实例的权限)。
- 需要用户拥有VPC环境,详情可点击此处进行查看。
2. 购买实例
进入OpenSearch控制台,商品版本选择向量检索版,根据业务情况进行规格选择和购买,具体参考购买指南。
二、配置实例
新购买的实例,其状态为“待配置”,我们需要先完成配置后,才可正常搜索和测试。
配置实例的流程:1.表基础信息→2.数据同步→3.字段配置→4.索引结构→5.确认创建
1. 表基础信息
- 表名称:可以自定义。
- 分片数:请填写不超过256的正整数, 用于提升全量构建速度、单次查询性能。
- 数据更新资源数:数据更新所用资源数,每个索引默认免费提供2个4核8G的更新资源,超出免费额度的资源将产生费用,详情可参考向量检索版计费概述。
- 场景模板:选择「向量:图片搜索」。
2. 数据同步
配置全量数据来源,这里以API数据源为例,数据源类型选择API,并点击下一步。
3. 字段配置
向量检索版会根据选择的场景模板,预置相关字段,并会将全量数据来源中的字段,自动导入字段列表中。但由于在数据同步中我们选择的是API方式,所以不会同步全量数据来源中的字段,除了自动预设的字段外,我们还需要结合实际情况手动填写数据结构。
下图为表基础信息的「向量:图片搜索」 模板的系统预设字段,4个字段分别为id(主键)、source_image(原始图片)、source_image_vector(原图片经过内置的向量化模型处理后,生成的向量数据字段)、namespace(命名空间)。
字段配置中还需要在“source_image”的高级配置进行编辑。
字段source_image高级配置中有2个必填选项,其中向量化模型选择「clip 通用图片转向量模型」。数据类型有image(path)和image(base64编码)的选项,由于本文选择的是API的方式,所以数据类型选择「image(base64编码)」。
- 如果选择image(path),就需要填写OSS路径,其实就是把图片存在了OSS的文件夹里面,从oss直接导入。
- 如果选了image(base64编码),则相当于需要先把图片进行一次编码,然后存在数据库中,或者直接用API方式进行传输。
4. 索引结构
- 索引名称与向量字段名称相同,包含字段中的主键字段、向量字段已自动填写完成。
- 向量维度、实时索引、距离类型、向量索引算法可以根据业务情况填写。
- 在更多高级配置 展开中也可根据情况填写。
5. 确认创建
点击确认创建,等待实例状态为“正常”后,即可进行后续的搜索和测试。
三、添加数据和查询
1. 添加数据
在向量管理栏找到添加数据的页面,如果仅是单条数据的添加可以选择表单模式,多条数据的添加需要选择开发者模式。
1.1. 开发者模式(添加多条数据)
右上角选择开发者模式,添加相应字段值(包括表名、主键、需embedding 字段,图片字段可以通过填写base64编码的方式上传),点击添加。
可以先复制文章开头列举的base64编码进行尝试,添加完成后,当右下角的执行结果出现"message": "success" 说明数据上传成功。
1.2. 表单模式(仅添加单条数据)
添加必填字段,包含id、source_image(可以通过上传图片和填写base64编码的方式上传)。
添加完内容后,点击“添加”,当执行结果出现"message": "success"说明数据上传成功。
2. 观测数据写入
点击指标监控→表指标→选择表,在此页面可查看表的具体指标数据。
如果查看文档个数的话,需要确认数据写入后再进行查询(由于使用了内置模型进行向量化处理,所以数据写入需一定用时,大家可以通过自定义调节数据更新资源减少耗时)。
3. 查询测试
数据上传成功后,就可以在 向量管理→查询测试 页面进行查询,查询测试也同时支持表单模式/开发者模式两种。
举例使用表单模式进行查询测试,需要添加相应字段值,包含表名、Query类型(图片)、图片提供方式(可以通过上传图片和填写base64编码的方式上传),信息选择完毕后点击搜索。
参考:图片/base64编码
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
可在搜索结果中查看主体识别的结果,本次采用的距离类型是SquaredEuclidean(欧式距离),所以距离分越小,结果越相关。
4. 多主体识别查询
回到查询测试页,选择表名,query类型(图片),图片提供方式(上传图片文件),多主体识别(开启),上传图片完成后,点击搜索。
多主体识别的结果,可以在搜索结果中查看,同时点击识别框序号,也可以切换不同主体搜索。