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Milvus Sizing Tool 路 Vector Database built for scalable similarity search
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stroke-width="0.5"></path></g><defs><clipPath id="clip0_1804_386"><rect width="16" height="16" fill="white" transform="translate(0 0.5)"></rect></clipPath></defs></svg><svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" viewBox="0 0 14 14" fill="none" class="transition-all"><g clip-path="url(#clip0_3441_107)"><path d="M1.85228 5.0569L7 10.2046L12.1477 5.0569" stroke="#667176" stroke-width="1.3" stroke-linecap="round" stroke-linejoin="round"></path></g><defs><clipPath id="clip0_3441_107"><rect width="14" height="14" fill="white" transform="matrix(1 0 0 -1 0 14)"></rect></clipPath></defs></svg></button><select aria-hidden="true" tabindex="-1" style="position:absolute;border:0;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;word-wrap:normal"></select></div><button class="mobileHeader_menuIconBtn__TPfKx"><svg width="24" height="24" viewBox="0 0 24 24"><rect x="2" y="5" width="20" height="2" fill="black"></rect><rect x="2" y="11" width="20" height="2" fill="black"></rect><rect x="2" y="17" width="20" height="2" fill="black"></rect></svg></button></div></div></div></header><div class="responsive_homeContainer__9_COi sizingTool_sizingToolContainer__z_Pdw"><h1 class="sizingTool_title__UsUP4">Milvus Sizing Tool</h1><p class="sizingTool_desc__K0NlH">A tool for estimating resource requirements and generating a configuration for your Milvus deployment.</p><div class="sizingTool_contentContainer__LxIys"><section class="sizingTool_leftSection__rHe4X index_formSection__wS0Lq"><div class="index_singlePart__yR97V"><div class="mb-[24px]"><div class="index_rangeContainer__b9K28"><p class="index_label__JrmSW">Number of Vectors</p><div class="index_rangeWrapper__bcBof"><style data-emotion="css 37wsim">.css-37wsim{border-radius:12px;box-sizing:content-box;display:inline-block;position:relative;cursor:pointer;touch-action:none;-webkit-tap-highlight-color:transparent;color:#1976d2;height:4px;width:100%;padding:13px 0;margin-bottom:20px;}@media print{.css-37wsim{-webkit-print-color-adjust:exact;color-adjust:exact;}}.css-37wsim.Mui-disabled{pointer-events:none;cursor:default;color:#bdbdbd;}.css-37wsim.MuiSlider-dragging .MuiSlider-thumb,.css-37wsim.MuiSlider-dragging .MuiSlider-track{-webkit-transition:none;transition:none;}@media (pointer: coarse){.css-37wsim{padding:20px 0;}}</style><span class="MuiSlider-root index_customRangeRoot__oGCWA MuiSlider-marked MuiSlider-colorPrimary MuiSlider-sizeMedium css-37wsim"><style data-emotion="css 3ndvyc">.css-3ndvyc{display:block;position:absolute;border-radius:inherit;background-color:currentColor;opacity:0.38;width:100%;height:inherit;top:50%;-webkit-transform:translateY(-50%);-moz-transform:translateY(-50%);-ms-transform:translateY(-50%);transform:translateY(-50%);}</style><span class="MuiSlider-rail index_customRail__fayoZ css-3ndvyc"></span><style data-emotion="css 10opxo5">.css-10opxo5{display:block;position:absolute;border-radius:inherit;border:1px solid currentColor;background-color:currentColor;-webkit-transition:left 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,width 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,bottom 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,height 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:left 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,width 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,bottom 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,height 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;height:inherit;top:50%;-webkit-transform:translateY(-50%);-moz-transform:translateY(-50%);-ms-transform:translateY(-50%);transform:translateY(-50%);}</style><span style="left:0%;width:0%" class="MuiSlider-track index_customTrack__o_akZ css-10opxo5"></span><style data-emotion="css 1osy2b3">.css-1osy2b3{position:absolute;width:2px;height:2px;border-radius:1px;background-color:currentColor;top:50%;-webkit-transform:translate(-1px, -50%);-moz-transform:translate(-1px, -50%);-ms-transform:translate(-1px, -50%);transform:translate(-1px, -50%);background-color:#fff;opacity:0.8;}</style><span data-index="0" class="MuiSlider-mark index_customMark__GjMiI MuiSlider-markActive index_customMark__GjMiI css-1osy2b3" style="left:0%"></span><style data-emotion="css goitey">.css-goitey{font-family:"Roboto","Helvetica","Arial",sans-serif;font-weight:400;font-size:0.875rem;line-height:1.43;letter-spacing:0.01071em;color:rgba(0, 0, 0, 0.6);position:absolute;white-space:nowrap;top:30px;-webkit-transform:translateX(-50%);-moz-transform:translateX(-50%);-ms-transform:translateX(-50%);transform:translateX(-50%);color:rgba(0, 0, 0, 0.87);}@media (pointer: coarse){.css-goitey{top:40px;}}</style><span aria-hidden="true" data-index="0" class="MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabelActive index_customMarkLabel__I0_U2 css-goitey" style="left:0%">1</span><style data-emotion="css 1lyw2jy">.css-1lyw2jy{position:absolute;width:2px;height:2px;border-radius:1px;background-color:currentColor;top:50%;-webkit-transform:translate(-1px, -50%);-moz-transform:translate(-1px, -50%);-ms-transform:translate(-1px, -50%);transform:translate(-1px, -50%);}</style><span data-index="1" class="MuiSlider-mark index_customMark__GjMiI css-1lyw2jy" style="left:25%"></span><style data-emotion="css mcxtpx">.css-mcxtpx{font-family:"Roboto","Helvetica","Arial",sans-serif;font-weight:400;font-size:0.875rem;line-height:1.43;letter-spacing:0.01071em;color:rgba(0, 0, 0, 0.6);position:absolute;white-space:nowrap;top:30px;-webkit-transform:translateX(-50%);-moz-transform:translateX(-50%);-ms-transform:translateX(-50%);transform:translateX(-50%);}@media (pointer: coarse){.css-mcxtpx{top:40px;}}</style><span aria-hidden="true" data-index="1" class="MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabel index_customMarkLabel__I0_U2 css-mcxtpx" style="left:25%">10</span><span data-index="2" class="MuiSlider-mark index_customMark__GjMiI css-1lyw2jy" style="left:50%"></span><span aria-hidden="true" data-index="2" class="MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabel index_customMarkLabel__I0_U2 css-mcxtpx" style="left:50%">100</span><span data-index="3" class="MuiSlider-mark index_customMark__GjMiI css-1lyw2jy" style="left:75%"></span><span aria-hidden="true" data-index="3" class="MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabel index_customMarkLabel__I0_U2 css-mcxtpx" style="left:75%">1000</span><span data-index="4" class="MuiSlider-mark index_customMark__GjMiI css-1lyw2jy" style="left:100%"></span><span aria-hidden="true" data-index="4" class="MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabel index_customMarkLabel__I0_U2 css-mcxtpx" style="left:100%">10000</span><style data-emotion="css 5s1qf1">.css-5s1qf1{position:absolute;width:20px;height:20px;box-sizing:border-box;border-radius:50%;outline:0;background-color:currentColor;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;-webkit-transition:box-shadow 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,left 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,bottom 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:box-shadow 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,left 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,bottom 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;top:50%;-webkit-transform:translate(-50%, -50%);-moz-transform:translate(-50%, -50%);-ms-transform:translate(-50%, -50%);transform:translate(-50%, -50%);}.css-5s1qf1::before{position:absolute;content:"";border-radius:inherit;width:100%;height:100%;box-shadow:0px 3px 1px -2px rgba(0,0,0,0.2),0px 2px 2px 0px rgba(0,0,0,0.14),0px 1px 5px 0px rgba(0,0,0,0.12);}.css-5s1qf1::after{position:absolute;content:"";border-radius:50%;width:42px;height:42px;top:50%;left:50%;-webkit-transform:translate(-50%, -50%);-moz-transform:translate(-50%, -50%);-ms-transform:translate(-50%, -50%);transform:translate(-50%, -50%);}.css-5s1qf1.Mui-disabled:hover{box-shadow:none;}.css-5s1qf1:hover,.css-5s1qf1.Mui-focusVisible{box-shadow:0px 0px 0px 8px rgba(25, 118, 210, 0.16);}@media (hover: none){.css-5s1qf1:hover,.css-5s1qf1.Mui-focusVisible{box-shadow:none;}}.css-5s1qf1.Mui-active{box-shadow:0px 0px 0px 14px rgba(25, 118, 210, 0.16);}</style><span data-index="0" class="MuiSlider-thumb index_customThumb__UB0F_ MuiSlider-thumbSizeMedium MuiSlider-thumbColorPrimary MuiSlider-thumb index_customThumb__UB0F_ MuiSlider-thumbSizeMedium MuiSlider-thumbColorPrimary css-5s1qf1" style="left:0%"><input data-index="0" aria-valuenow="0" aria-labelledby="track-false-slider" aria-valuetext="0" aria-orientation="horizontal" aria-valuemax="100" aria-valuemin="0" type="range" min="0" max="100" step="1" style="border:0;clip:rect(0 0 0 0);height:100%;margin:-1px;overflow:hidden;padding:0;position:absolute;white-space:nowrap;width:100%;direction:ltr" value="0"/></span></span><div class="index_inputContainer__VzO6n index_inputWrapper__gLHmy"><div class="index_inputWrapper__Iz1Sr index_smallSize__ZqMwA index_largePadding__2ScN0"><input class="flex h-10 border border-slate-200 bg-white px-3 py-2 ring-offset-white file:border-0 file:bg-transparent file:text-sm file:font-medium file:text-slate-950 focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-slate-950 focus-visible:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50 md:text-sm dark:border-slate-800 dark:bg-slate-950 dark:ring-offset-slate-950 dark:file:text-slate-50 dark:placeholder:text-slate-400 dark:focus-visible:ring-slate-300 text-[12px] leading-[16px] font-[400] placeholder-[#9ca6b4]" value="1"/><span class="index_unit__C8yGI">Million</span></div></div></div></div></div><div class="mb-[24px]"><div class="index_rangeContainer__b9K28"><p class="index_label__JrmSW">Vector Dimension</p><div class="index_rangeWrapper__bcBof"><style data-emotion="css 37wsim">.css-37wsim{border-radius:12px;box-sizing:content-box;display:inline-block;position:relative;cursor:pointer;touch-action:none;-webkit-tap-highlight-color:transparent;color:#1976d2;height:4px;width:100%;padding:13px 0;margin-bottom:20px;}@media print{.css-37wsim{-webkit-print-color-adjust:exact;color-adjust:exact;}}.css-37wsim.Mui-disabled{pointer-events:none;cursor:default;color:#bdbdbd;}.css-37wsim.MuiSlider-dragging .MuiSlider-thumb,.css-37wsim.MuiSlider-dragging .MuiSlider-track{-webkit-transition:none;transition:none;}@media (pointer: coarse){.css-37wsim{padding:20px 0;}}</style><span class="MuiSlider-root index_customRangeRoot__oGCWA MuiSlider-marked MuiSlider-colorPrimary MuiSlider-sizeMedium css-37wsim"><style data-emotion="css 3ndvyc">.css-3ndvyc{display:block;position:absolute;border-radius:inherit;background-color:currentColor;opacity:0.38;width:100%;height:inherit;top:50%;-webkit-transform:translateY(-50%);-moz-transform:translateY(-50%);-ms-transform:translateY(-50%);transform:translateY(-50%);}</style><span class="MuiSlider-rail index_customRail__fayoZ css-3ndvyc"></span><style data-emotion="css 10opxo5">.css-10opxo5{display:block;position:absolute;border-radius:inherit;border:1px solid currentColor;background-color:currentColor;-webkit-transition:left 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,width 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,bottom 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,height 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:left 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,width 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,bottom 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,height 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;height:inherit;top:50%;-webkit-transform:translateY(-50%);-moz-transform:translateY(-50%);-ms-transform:translateY(-50%);transform:translateY(-50%);}</style><span style="left:0%;width:50%" class="MuiSlider-track index_customTrack__o_akZ css-10opxo5"></span><style data-emotion="css 1osy2b3">.css-1osy2b3{position:absolute;width:2px;height:2px;border-radius:1px;background-color:currentColor;top:50%;-webkit-transform:translate(-1px, -50%);-moz-transform:translate(-1px, -50%);-ms-transform:translate(-1px, -50%);transform:translate(-1px, -50%);background-color:#fff;opacity:0.8;}</style><span data-index="0" class="MuiSlider-mark index_customMark__GjMiI MuiSlider-markActive index_customMark__GjMiI css-1osy2b3" style="left:0%"></span><style data-emotion="css goitey">.css-goitey{font-family:"Roboto","Helvetica","Arial",sans-serif;font-weight:400;font-size:0.875rem;line-height:1.43;letter-spacing:0.01071em;color:rgba(0, 0, 0, 0.6);position:absolute;white-space:nowrap;top:30px;-webkit-transform:translateX(-50%);-moz-transform:translateX(-50%);-ms-transform:translateX(-50%);transform:translateX(-50%);color:rgba(0, 0, 0, 0.87);}@media (pointer: coarse){.css-goitey{top:40px;}}</style><span aria-hidden="true" data-index="0" class="MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabelActive index_customMarkLabel__I0_U2 css-goitey" style="left:0%">2</span><span data-index="1" class="MuiSlider-mark index_customMark__GjMiI MuiSlider-markActive index_customMark__GjMiI css-1osy2b3" style="left:25%"></span><span aria-hidden="true" data-index="1" class="MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabelActive index_customMarkLabel__I0_U2 css-goitey" style="left:25%">128</span><span data-index="2" class="MuiSlider-mark index_customMark__GjMiI MuiSlider-markActive index_customMark__GjMiI css-1osy2b3" style="left:50%"></span><span aria-hidden="true" data-index="2" class="MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabelActive index_customMarkLabel__I0_U2 css-goitey" style="left:50%">768</span><style data-emotion="css 1lyw2jy">.css-1lyw2jy{position:absolute;width:2px;height:2px;border-radius:1px;background-color:currentColor;top:50%;-webkit-transform:translate(-1px, -50%);-moz-transform:translate(-1px, -50%);-ms-transform:translate(-1px, -50%);transform:translate(-1px, -50%);}</style><span data-index="3" class="MuiSlider-mark index_customMark__GjMiI css-1lyw2jy" style="left:75%"></span><style data-emotion="css mcxtpx">.css-mcxtpx{font-family:"Roboto","Helvetica","Arial",sans-serif;font-weight:400;font-size:0.875rem;line-height:1.43;letter-spacing:0.01071em;color:rgba(0, 0, 0, 0.6);position:absolute;white-space:nowrap;top:30px;-webkit-transform:translateX(-50%);-moz-transform:translateX(-50%);-ms-transform:translateX(-50%);transform:translateX(-50%);}@media (pointer: coarse){.css-mcxtpx{top:40px;}}</style><span aria-hidden="true" data-index="3" class="MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabel index_customMarkLabel__I0_U2 css-mcxtpx" style="left:75%">1536</span><span data-index="4" class="MuiSlider-mark index_customMark__GjMiI css-1lyw2jy" style="left:100%"></span><span aria-hidden="true" data-index="4" class="MuiSlider-markLabel index_customMarkLabel__I0_U2 MuiSlider-markLabel index_customMarkLabel__I0_U2 css-mcxtpx" style="left:100%">32768</span><style data-emotion="css 5s1qf1">.css-5s1qf1{position:absolute;width:20px;height:20px;box-sizing:border-box;border-radius:50%;outline:0;background-color:currentColor;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;-webkit-transition:box-shadow 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,left 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,bottom 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:box-shadow 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,left 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,bottom 150ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;top:50%;-webkit-transform:translate(-50%, -50%);-moz-transform:translate(-50%, -50%);-ms-transform:translate(-50%, -50%);transform:translate(-50%, -50%);}.css-5s1qf1::before{position:absolute;content:"";border-radius:inherit;width:100%;height:100%;box-shadow:0px 3px 1px -2px rgba(0,0,0,0.2),0px 2px 2px 0px rgba(0,0,0,0.14),0px 1px 5px 0px rgba(0,0,0,0.12);}.css-5s1qf1::after{position:absolute;content:"";border-radius:50%;width:42px;height:42px;top:50%;left:50%;-webkit-transform:translate(-50%, -50%);-moz-transform:translate(-50%, -50%);-ms-transform:translate(-50%, -50%);transform:translate(-50%, -50%);}.css-5s1qf1.Mui-disabled:hover{box-shadow:none;}.css-5s1qf1:hover,.css-5s1qf1.Mui-focusVisible{box-shadow:0px 0px 0px 8px rgba(25, 118, 210, 0.16);}@media (hover: none){.css-5s1qf1:hover,.css-5s1qf1.Mui-focusVisible{box-shadow:none;}}.css-5s1qf1.Mui-active{box-shadow:0px 0px 0px 14px rgba(25, 118, 210, 0.16);}</style><span data-index="0" class="MuiSlider-thumb index_customThumb__UB0F_ MuiSlider-thumbSizeMedium MuiSlider-thumbColorPrimary MuiSlider-thumb index_customThumb__UB0F_ MuiSlider-thumbSizeMedium MuiSlider-thumbColorPrimary css-5s1qf1" style="left:50%"><input data-index="0" aria-valuenow="50" aria-labelledby="track-false-slider" aria-valuetext="50" aria-orientation="horizontal" aria-valuemax="100" aria-valuemin="0" type="range" min="0" max="100" step="1" style="border:0;clip:rect(0 0 0 0);height:100%;margin:-1px;overflow:hidden;padding:0;position:absolute;white-space:nowrap;width:100%;direction:ltr" value="50"/></span></span><div class="index_inputContainer__VzO6n index_inputWrapper__gLHmy"><div class="index_inputWrapper__Iz1Sr index_smallSize__ZqMwA"><input class="flex h-10 border border-slate-200 bg-white px-3 py-2 ring-offset-white file:border-0 file:bg-transparent file:text-sm file:font-medium file:text-slate-950 focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-slate-950 focus-visible:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50 md:text-sm dark:border-slate-800 dark:bg-slate-950 dark:ring-offset-slate-950 dark:file:text-slate-50 dark:placeholder:text-slate-400 dark:focus-visible:ring-slate-300 text-[12px] leading-[16px] font-[400] placeholder-[#9ca6b4]" placeholder="[2, 32768]" value="768"/></div></div></div></div></div><div class="mb-[24px]"><h4 class="flex items-center justify-between mb-[8px]"><span class="font-[600] text-[14px] leading-[22px] text-black1">Index Type</span><a class="flex items-center gap-[4px] font-[400] text-[12px] leading-[16px] text-black1 hover:underline" href="/docs/index.md?tab=floating" target="_blank">How to choose vector index?<svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M8.99805 2.12061C8.75642 2.12061 8.56055 2.31648 8.56055 2.55811C8.56055 2.79973 8.75642 2.99561 8.99805 2.99561L11.5987 2.99561L7.80765 6.93926C7.6402 7.11345 7.64566 7.39041 7.81985 7.55786C7.99404 7.72531 8.27099 7.71985 8.43845 7.54566L12.1887 3.6445V5.92995C12.1887 6.17157 12.3846 6.36745 12.6262 6.36745C12.8678 6.36745 13.0637 6.17157 13.0637 5.92995V2.55811C13.0637 2.31648 12.8678 2.12061 12.6262 2.12061H8.99805Z" fill="#1D2939"></path><path d="M3.74805 12.9706L10.748 12.9706C11.4729 12.9706 12.0605 12.383 12.0605 11.6581V8.11746C12.0605 7.87584 11.8647 7.67996 11.623 7.67996C11.3814 7.67996 11.1855 7.87584 11.1855 8.11746V11.6581C11.1855 11.8997 10.9897 12.0956 10.748 12.0956L3.74805 12.0956C3.50642 12.0956 3.31055 11.8997 3.31055 11.6581L3.31055 4.17996C3.31055 3.93834 3.50642 3.74246 3.74805 3.74246L6.81055 3.74246C7.05217 3.74246 7.24805 3.54658 7.24805 3.30496C7.24805 3.06334 7.05217 2.86746 6.81055 2.86746L3.74805 2.86746C3.02317 2.86746 2.43555 3.45509 2.43555 4.17996V11.6581C2.43555 12.383 3.02317 12.9706 3.74805 12.9706Z" fill="#1D2939"></path></svg></a></h4><button type="button" role="combobox" aria-controls="radix-:R16lpkm:" aria-expanded="false" aria-autocomplete="none" dir="ltr" data-state="closed" class="flex h-[20px] w-full items-center justify-between rounded-md border border-slate-200 bg-white text-sm ring-offset-white placeholder:text-slate-500 focus:outline-none focus:ring-2 focus:ring-slate-950 focus:ring-offset-2 disabled:cursor-not-allowed disabled:bg-[#F9F9F9] disabled:text-[#667176] [&>span]:line-clamp-1 dark:border-slate-800 dark:bg-slate-950 dark:ring-offset-slate-950 dark:placeholder:text-slate-400 dark:focus:ring-slate-300 index_selectTrigger__UGfVb">FLAT<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-5 w-5 transition-all" aria-hidden="true"><path d="m6 9 6 6 6-6"></path></svg></button><select aria-hidden="true" tabindex="-1" style="position:absolute;border:0;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;word-wrap:normal"></select></div><div class=""><div class="flex items-center gap-[8px]"><p class="text-[14px] leading-[22px] font-[600]">With Scalar Fields</p><button type="button" role="switch" aria-checked="false" data-state="unchecked" value="on" class="peer inline-flex h-[18px] w-[30px] shrink-0 cursor-pointer items-center rounded-full border-2 border-transparent transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-slate-950 focus-visible:ring-offset-2 focus-visible:ring-offset-white disabled:cursor-not-allowed disabled:opacity-50 data-[state=checked]:bg-blue1 data-[state=unchecked]:bg-slate-200 dark:focus-visible:ring-slate-300 dark:focus-visible:ring-offset-slate-950 dark:data-[state=checked]:bg-slate-50 dark:data-[state=unchecked]:bg-blue1"><span data-state="unchecked" class="pointer-events-none h-[12px] w-[12px] rounded-full bg-white shadow-lg ring-0 transition-transform data-[state=checked]:translate-x-[14px] data-[state=unchecked]:translate-x-0 dark:bg-slate-950 flex justify-center items-center"><span class="flex justify-center items-center index_invisible__0yXz7"><svg width="7" height="6" viewBox="0 0 7 6" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M6.62025 0.932941L6.62059 0.93266L6.6126 0.924387C6.4857 0.792971 6.2813 0.792653 6.15402 0.923433L2.65441 4.43836L0.948326 2.72037C0.821057 2.5895 0.616589 2.58979 0.489659 2.72123C0.365296 2.85002 0.365296 3.0532 0.489659 3.18199L0.489648 3.182L0.491128 3.18349L2.25479 4.95946C2.36226 5.07029 2.50867 5.12559 2.64459 5.12559C2.79218 5.12559 2.92824 5.06893 3.03432 4.95953L6.58914 1.38915C6.727 1.26115 6.72587 1.06055 6.62025 0.932941ZM2.71351 4.49788L2.71253 4.49689C2.71287 4.49723 2.71319 4.49756 2.7135 4.49789L2.71351 4.49788Z" fill="#00B3FF" stroke="#00B3FF" stroke-width="0.3"></path></svg></span></span></button><input type="checkbox" aria-hidden="true" style="transform:translateX(-100%);position:absolute;pointer-events:none;opacity:0;margin:0" tabindex="-1" value="on"/></div><div data-state="closed" class="index_collapsible__eM8WO index_invisibleCollapse__tZ1VN"><div class=""><div class="index_inputContainer__VzO6n index_fullWidth__l5FQj index_marginBtm20__imX6H"><div class="index_inputLabel__VaX9e index_averageLabel__vmOyW">Average Data Size Per Row</div><div class="index_inputWrapper__Iz1Sr index_mediumSize__IxO9s index_largePadding__2ScN0"><input class="flex h-10 border border-slate-200 bg-white px-3 py-2 ring-offset-white file:border-0 file:bg-transparent file:text-sm file:font-medium file:text-slate-950 focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-slate-950 focus-visible:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50 md:text-sm dark:border-slate-800 dark:bg-slate-950 dark:ring-offset-slate-950 dark:file:text-slate-50 dark:placeholder:text-slate-400 dark:focus-visible:ring-slate-300 text-[12px] leading-[16px] font-[400] placeholder-[#9ca6b4]" placeholder="[ 0, 60,000,000 ]" value=""/><span class="index_unit__C8yGI">Bytes</span></div></div><div><div class="flex items-center gap-[8px] mb-[8px]"><button type="button" role="checkbox" aria-checked="false" data-state="unchecked" value="on" class="peer h-[16px] w-[16px] shrink-0 border border-gray1 ring-offset-white focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-slate-950 focus-visible:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50 data-[state=checked]:bg-blue1 data-[state=checked]:text-slate-50 dark:border-slate-50 dark:ring-offset-slate-950 dark:focus-visible:ring-slate-300 dark:data-[state=checked]:bg-slate-50 dark:data-[state=checked]:text-slate-900 rounded-[4px] data-[state=checked]:border-blue1"></button><input type="checkbox" aria-hidden="true" style="transform:translateX(-100%);position:absolute;pointer-events:none;opacity:0;margin:0" tabindex="-1" value="on"/><p class="text-[12px] leading-[18px] font-[500]">Offloading Fields to Disk</p></div><p class="index_offLoadingDesc__ef9yL">Milvus uses <a href="/docs/mmap.md">Mmap</a> to enable direct memory access to large files on disk without reading the entire files into memory.</p></div></div></div></div></div><div class="index_singlePart__yR97V pb-[24px]"><div class="mb-[24px]"><h4 class="text-[14px] font-[600] leading-[22px] mb-[8px]">Segment Size</h4><button type="button" role="combobox" aria-controls="radix-:R135pkm:" aria-expanded="false" aria-autocomplete="none" dir="ltr" data-state="closed" class="flex h-[20px] w-full items-center justify-between rounded-md border border-slate-200 bg-white text-sm ring-offset-white placeholder:text-slate-500 focus:outline-none focus:ring-2 focus:ring-slate-950 focus:ring-offset-2 disabled:cursor-not-allowed disabled:bg-[#F9F9F9] disabled:text-[#667176] [&>span]:line-clamp-1 dark:border-slate-800 dark:bg-slate-950 dark:ring-offset-slate-950 dark:placeholder:text-slate-400 dark:focus:ring-slate-300 index_selectTrigger__UGfVb">1024 MB<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-5 w-5 transition-all" aria-hidden="true"><path d="m6 9 6 6 6-6"></path></svg></button><select aria-hidden="true" tabindex="-1" style="position:absolute;border:0;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;word-wrap:normal"></select></div><div class="mb-[24px]"><h4 class=""><button data-state="closed" class="text-[14px] font-[600] leading-[22px] mb-[8px] index_tooltipTrigger__vFuTb">Mode</button></h4><div class="index_cardsWrapper__p_XK_"><div role="button" class="index_card__QBWJG index_modeCard__TR8t3 index_activeCard__biwWE"><h5 class="text-[14px] font-[600] leading-[22px]">Standalone</h5><span class="text-[12px] font-[400] leading-[16px]">Suitable for small to medium scale.</span><button data-state="closed"><div class="index_mask__pVNjr"></div></button></div><div class="index_card__QBWJG index_modeCard__TR8t3"><h5 class="text-[14px] font-[600] leading-[22px]">Distributed</h5><span class="text-[12px] font-[400] leading-[16px]">Suitable for large scale.</span></div></div></div><p class="mt-[36px] text-[12px] leading-[18px] text-black2"><span class="font-[600]">Note</span>: the config is our best estimation based on the experience but we suggest to test with your data and traffic pattern before launching to production.</p></div></section><section class="index_resultContainer__DdFCD sizingTool_rightSection__Y8PsE"><h2 class="flex justify-between items-center gap-[24px] mb-[12px]"><span class="font-[600] text-[14px] leading-[22px]">Resource Requirements</span><a class="flex items-center gap-[4px] font-[400] text-[12px] leading-[18px] text-black1 hover:underline" href="https://zilliz.com/pricing#calculator" target="_blank">Explore Managed Service Cost<svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M8.99805 2.12061C8.75642 2.12061 8.56055 2.31648 8.56055 2.55811C8.56055 2.79973 8.75642 2.99561 8.99805 2.99561L11.5987 2.99561L7.80765 6.93926C7.6402 7.11345 7.64566 7.39041 7.81985 7.55786C7.99404 7.72531 8.27099 7.71985 8.43845 7.54566L12.1887 3.6445V5.92995C12.1887 6.17157 12.3846 6.36745 12.6262 6.36745C12.8678 6.36745 13.0637 6.17157 13.0637 5.92995V2.55811C13.0637 2.31648 12.8678 2.12061 12.6262 2.12061H8.99805Z" fill="#1D2939"></path><path d="M3.74805 12.9706L10.748 12.9706C11.4729 12.9706 12.0605 12.383 12.0605 11.6581V8.11746C12.0605 7.87584 11.8647 7.67996 11.623 7.67996C11.3814 7.67996 11.1855 7.87584 11.1855 8.11746V11.6581C11.1855 11.8997 10.9897 12.0956 10.748 12.0956L3.74805 12.0956C3.50642 12.0956 3.31055 11.8997 3.31055 11.6581L3.31055 4.17996C3.31055 3.93834 3.50642 3.74246 3.74805 3.74246L6.81055 3.74246C7.05217 3.74246 7.24805 3.54658 7.24805 3.30496C7.24805 3.06334 7.05217 2.86746 6.81055 2.86746L3.74805 2.86746C3.02317 2.86746 2.43555 3.45509 2.43555 4.17996V11.6581C2.43555 12.383 3.02317 12.9706 3.74805 12.9706Z" fill="#1D2939"></path></svg></a></h2><div class="bg-gary2 pt-[20px] pb-[20px] rounded-[12px] mb-[24px]"><div class="flex items-center justify-between pb-[10px] pl-[20px] pr-[20px] border-b border-solid border-black4"><p class="index_commonKeyLabel__hFzkB">Data Size Calculation</p><div class="flex items-center gap-[16px]"><div class="flex items-center gap-[4px]"><button data-state="closed" class="index_commonKeyLabel__hFzkB index_tooltipTrigger__vFuTb">Raw Data Size: </button><span class="index_commonValueLabel__oqP5D">0 B</span></div><div class="flex items-center gap-[4px]"><button data-state="closed" class="index_commonKeyLabel__hFzkB index_tooltipTrigger__vFuTb">Loading Memory: </button><span class="index_commonValueLabel__oqP5D">0 B</span></div></div></div><div class="p-[20px] border-b border-solid border-black4 flex gap-[20px] justify-evenly"><div class="flex-[1]"><p class="mb-[6px] index_font14Bold__6f1_h">CPU</p><p class="text-blue1 index_font16Bold__zhoym">0 Core</p></div><div class="flex-[1]"><p class="mb-[6px] index_font14Bold__6f1_h">Memory</p><p class="text-blue1 index_font16Bold__zhoym">0 B</p></div><div class="flex-[1]"><p class="mb-[6px] index_font14Bold__6f1_h">Storage</p><p class="text-blue1 index_font16Bold__zhoym">0 B</p></div><div class="flex-[1]"><p class="mb-[6px] index_font14Bold__6f1_h">Local Disk</p><p class="text-blue1 index_font16Bold__zhoym">0 B</p></div></div><div class="p-[20px] pb-[0px]"><div class="pb-[20px] border-b border-solid border-black4"><div data-state="open"><button type="button" aria-controls="radix-:Rtppkm:" aria-expanded="true" data-state="open" class="index_commonCollapseTitle__6QlaZ"><span class="index_collapseIcon__h9MKS index_activeIcon__mXJRe"><svg width="21" height="21" viewBox="0 0 21 21" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M11.6608 12.3945C11.261 12.8743 10.5242 12.8743 10.1244 12.3945L7.2594 8.95659C6.71662 8.30526 7.17978 7.31641 8.02762 7.31641H13.7575C14.6054 7.31641 15.0685 8.30526 14.5258 8.95659L11.6608 12.3945Z" fill="#667176"></path></svg></span><div class="index_collapseTitle__A2SF8"><p class="font-[600] text-[12px] leading-[18px]">Milvus</p><div class="flex items-center gap-[12px]"><p class="index_commonKeyLabel__hFzkB">CPU<!-- -->:聽<span class="inline-block font-[600] text-[12px] leading-[18px] text-black1 w-[65px] text-left">0 Core</span></p><p class="index_commonKeyLabel__hFzkB">Memory<!-- -->:聽<span class="inline-block font-[600] text-[12px] leading-[18px] text-black1 w-[65px] text-left">0 B</span></p><p class="index_commonKeyLabel__hFzkB">Local Disk: <span class="font-[600] text-[12px] leading-[18px] text-black1 inline-block w-[65px] text-left">0 B</span></p></div></div></button><div data-state="open" id="radix-:Rtppkm:"><div class="index_milvusDataDetail__EuWTf"><div class="index_dataCard__lP6mM"><div class="text-[12px] leading-[18px] font-[400] text-black2 mb-[4px]">Standalone Node</div><p class="text-[12px] leading-[18px] font-[500] text-black1">0 Core 0 GB</p><div class="text-[12px] leading-[18px] font-[400] text-black2">Local Disk: <span class="text-[12px] leading-[18px] font-[500] text-black1">NaN B</span></div></div></div></div></div></div><div class="pt-[20px]"><div data-state="open"><button type="button" aria-controls="radix-:R1dppkm:" aria-expanded="true" data-state="open" class="index_commonCollapseTitle__6QlaZ"><span class="index_collapseIcon__h9MKS index_activeIcon__mXJRe"><svg width="21" height="21" viewBox="0 0 21 21" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M11.6608 12.3945C11.261 12.8743 10.5242 12.8743 10.1244 12.3945L7.2594 8.95659C6.71662 8.30526 7.17978 7.31641 8.02762 7.31641H13.7575C14.6054 7.31641 15.0685 8.30526 14.5258 8.95659L11.6608 12.3945Z" fill="#667176"></path></svg></span><div class="index_collapseTitle__A2SF8"><p class="font-[600] text-[12px] leading-[18px]">Dependency</p><div class="flex items-center gap-[12px]"><p class="index_commonKeyLabel__hFzkB">CPU<!-- -->:聽<span class="font-[600] text-[12px] leading-[18px] text-black1 inline-block w-[65px] text-left">0 Core</span></p><p class="index_commonKeyLabel__hFzkB">Memory<!-- -->:聽<span class="font-[600] text-[12px] leading-[18px] text-black1 inline-block w-[65px] text-left">0 B</span></p><p class="index_commonKeyLabel__hFzkB">Storage<!-- -->:聽<span class="font-[600] text-[12px] leading-[18px] text-black1 inline-block w-[65px] text-left">0 B</span></p></div></div></button><div data-state="open" id="radix-:R1dppkm:"><div class="index_dependencyDetailContainer__xLfKP"><div class="flex items-center justify-between gap-[24px] pl-[24px] pr-[24px] mb-[16px]"><div class="index_dataCard__lP6mM index_card__QBWJG"><div class="text-[12px] leading-[18px] font-[400] text-black2 mb-[4px]"><button data-state="closed" class="index_commonKeyLabel__hFzkB index_tooltipTrigger__vFuTb">ETCD</button></div><p class="text-[12px] leading-[18px] font-[500] text-black1">0 Core 0 GB</p><div class="text-[12px] leading-[18px] font-[400] text-black2">Pvc per Pod: <span class="text-black1">0 GB</span></div>0</div><div class="index_dataCard__lP6mM index_card__QBWJG"><div class="text-[12px] leading-[18px] font-[400] text-black2 mb-[4px]">Minio</div><p class="text-[12px] leading-[18px] font-[500] text-black1">0 Core 0 GB</p><div class="text-[12px] leading-[18px] font-[400] text-black2">Pvc per Pod: <span class="text-black1">0 GB</span></div>0</div></div></div></div></div></div></div></div><div class=""><div class="flex items-center justify-between gap-[16px] mb-[12px]"><p class="index_font14Bold__6f1_h">Install Milvus</p><button type="button" role="combobox" aria-controls="radix-:R269pkm:" aria-expanded="false" aria-autocomplete="none" dir="ltr" data-state="closed" disabled="" data-disabled="" data-placeholder="" class="flex items-center justify-between bg-white ring-offset-white placeholder:text-slate-500 focus:outline-none focus:ring-2 focus:ring-slate-950 focus:ring-offset-2 disabled:cursor-not-allowed disabled:bg-[#F9F9F9] disabled:text-[#667176] [&>span]:line-clamp-1 dark:border-slate-800 dark:bg-slate-950 dark:ring-offset-slate-950 dark:placeholder:text-slate-400 dark:focus:ring-slate-300 py-[10px] px-[12px] h-[36px] w-[300px] text-[12px] leading-[18px] text-black1 border-[1px] border-solid border-black4 rounded-[8px]">Docker Compose<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.3" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-down h-5 w-5 transition-all" aria-hidden="true"><path d="m6 9 6 6 6-6"></path></svg></button><select aria-hidden="true" tabindex="-1" disabled="" style="position:absolute;border:0;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;word-wrap:normal"><option value=""></option></select></div><pre class="index_installCodeWrapper__E2ZWN"><code>wget https://github.com/milvus-io/milvus/releases/download/latest/milvus-standalone-docker-compose.yml -O docker-compose.yml sudo docker compose up -d</code><button class="copy-code-btn index_copyBtn__qZM5X"></button></pre><a class="flex items-center just gap-[4px] text-[12px] leading-[18px] text-black1 hover:underline" href="/docs/install_standalone-docker-compose.md" target="_blank">How to run Milvus with Docker Compose?<svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M8.99805 2.12061C8.75642 2.12061 8.56055 2.31648 8.56055 2.55811C8.56055 2.79973 8.75642 2.99561 8.99805 2.99561L11.5987 2.99561L7.80765 6.93926C7.6402 7.11345 7.64566 7.39041 7.81985 7.55786C7.99404 7.72531 8.27099 7.71985 8.43845 7.54566L12.1887 3.6445V5.92995C12.1887 6.17157 12.3846 6.36745 12.6262 6.36745C12.8678 6.36745 13.0637 6.17157 13.0637 5.92995V2.55811C13.0637 2.31648 12.8678 2.12061 12.6262 2.12061H8.99805Z" fill="#1D2939"></path><path d="M3.74805 12.9706L10.748 12.9706C11.4729 12.9706 12.0605 12.383 12.0605 11.6581V8.11746C12.0605 7.87584 11.8647 7.67996 11.623 7.67996C11.3814 7.67996 11.1855 7.87584 11.1855 8.11746V11.6581C11.1855 11.8997 10.9897 12.0956 10.748 12.0956L3.74805 12.0956C3.50642 12.0956 3.31055 11.8997 3.31055 11.6581L3.31055 4.17996C3.31055 3.93834 3.50642 3.74246 3.74805 3.74246L6.81055 3.74246C7.05217 3.74246 7.24805 3.54658 7.24805 3.30496C7.24805 3.06334 7.05217 2.86746 6.81055 2.86746L3.74805 2.86746C3.02317 2.86746 2.43555 3.45509 2.43555 4.17996V11.6581C2.43555 12.383 3.02317 12.9706 3.74805 12.9706Z" fill="#1D2939"></path></svg></a></div></section></div><section class="index_zilliz-adv__Zvk5V sizingTool_zillizAdv__Z38il"><div class="index_zilliz-adv-main__ajAaY"><h6 class="index_zilliz-adv-small-title__hCTTs">Zilliz Cloud</h6><h3 class="index_zilliz-adv-title___uc5u">Hassle-free and 10x faster than Milvus</h3><ul class="index_zilliz-adv-features__Wi4jc"><li class="index_zilliz-adv-features-item__zANFX"><svg width="20" height="21" viewBox="0 0 20 21" fill="none" xmlns="http://www.w3.org/2000/svg" class="index_zilliz-adv-features-item-icon__ZKiYr"><path d="M1 10.1137L4.5 14.2224L11.5 7.83105" stroke="currentColor" 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reserved.</p></div><div class="grid grid-cols-2 gap-8 text-sm sm:gap-x-0 flex-shrink-0 flex-grow-0 flex-[420px] max-tablet:flex-auto"><div><h3 class="text-[16px] font-[500] leading-[24px]">Resources</h3><ul class="mt-[20px] space-y-[8px]"><li class="list-none"><a class="text-[14px] font-[400] leading-[21px] text-black1 hover:opacity-[0.7]" href="/docs">Docs</a></li><li class="list-none"><a class="text-[14px] font-[400] leading-[21px] text-black1 hover:opacity-[0.7]" href="/blog">Blog</a></li><li class="list-none"><a class="inline-flex items-center gap-[4px] text-[14px] font-[400] leading-[21px] text-black1 hover:opacity-[0.7]" href="https://cloud.zilliz.com/signup?utm_source=milvusio&utm_medium=referral&utm_campaign=footer&utm_content=tools/sizing" target="_blank" rel="noopener noreferrer">Managed Milvus<svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" viewBox="0 0 14 14" fill="none"><path d="M3.5 11L11.0833 3.41669M11.0833 3.41669V10.6967M11.0833 3.41669H3.80333" 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