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s.flags&256?(s.flags&=-257,m=um(Error(r(422))),td(i,s,A,m)):s.memoizedState!==null?(s.child=i.child,s.flags|=128,null):(w=m.fallback,y=s.mode,m=pd({mode:"visible",children:m.children},y,0,null),w=La(w,y,A,null),w.flags|=2,m.return=s,w.return=s,m.sibling=w,s.child=m,(s.mode&1)!==0&&Ho(s,i.child,null,A),s.child.memoizedState=pm(A),s.memoizedState=hm,w);if((s.mode&1)===0)return td(i,s,A,null);if(y.data==="$!"){if(m=y.nextSibling&&y.nextSibling.dataset,m)var M=m.dgst;return m=M,w=Error(r(419)),m=um(w,m,void 0),td(i,s,A,m)}if(M=(A&i.childLanes)!==0,xr||M){if(m=Dt,m!==null){switch(A&-A){case 4:y=2;break;case 16:y=8;break;case 64:case 128:case 256:case 512:case 1024:case 2048:case 4096:case 8192:case 16384:case 32768:case 65536:case 131072:case 262144:case 524288:case 1048576:case 2097152:case 4194304:case 8388608:case 16777216:case 33554432:case 67108864:y=32;break;case 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m=s.pendingProps,y=m.revealOrder,w=m.tail;if(cr(i,s,m.children,d),m=ft.current,(m&2)!==0)m=m&1|2,s.flags|=128;else{if(i!==null&&(i.flags&128)!==0)e:for(i=s.child;i!==null;){if(i.tag===13)i.memoizedState!==null&&s1(i,d,s);else if(i.tag===19)s1(i,d,s);else if(i.child!==null){i.child.return=i,i=i.child;continue}if(i===s)break e;for(;i.sibling===null;){if(i.return===null||i.return===s)break e;i=i.return}i.sibling.return=i.return,i=i.sibling}m&=1}if(rt(ft,m),(s.mode&1)===0)s.memoizedState=null;else switch(y){case"forwards":for(d=s.child,y=null;d!==null;)i=d.alternate,i!==null&&qc(i)===null&&(y=d),d=d.sibling;d=y,d===null?(y=s.child,s.child=null):(y=d.sibling,d.sibling=null),gm(s,!1,y,d,w);break;case"backwards":for(d=null,y=s.child,s.child=null;y!==null;){if(i=y.alternate,i!==null&&qc(i)===null){s.child=y;break}i=y.sibling,y.sibling=d,d=y,y=i}gm(s,!0,d,null,w);break;case"together":gm(s,!1,null,null,void 0);break;default:s.memoizedState=null}return s.child}function rd(i,s){(s.mode&1)===0&&i!==null&&(i.alternate=null,s.alternate=null,s.flags|=2)}function ni(i,s,d){if(i!==null&&(s.dependencies=i.dependencies),Ta|=s.lanes,(d&s.childLanes)===0)return null;if(i!==null&&s.child!==i.child)throw Error(r(153));if(s.child!==null){for(i=s.child,d=Xi(i,i.pendingProps),s.child=d,d.return=s;i.sibling!==null;)i=i.sibling,d=d.sibling=Xi(i,i.pendingProps),d.return=s;d.sibling=null}return s.child}function H5(i,s,d){switch(s.tag){case 3:i1(s),Wo();break;case 5:kb(s);break;case 1:yr(s.type)&&Lc(s);break;case 4:Qp(s,s.stateNode.containerInfo);break;case 10:var m=s.type._context,y=s.memoizedProps.value;rt(Hc,m._currentValue),m._currentValue=y;break;case 13:if(m=s.memoizedState,m!==null)return m.dehydrated!==null?(rt(ft,ft.current&1),s.flags|=128,null):(d&s.child.childLanes)!==0?o1(i,s,d):(rt(ft,ft.current&1),i=ni(i,s,d),i!==null?i.sibling:null);rt(ft,ft.current&1);break;case 19:if(m=(d&s.childLanes)!==0,(i.flags&128)!==0){if(m)return l1(i,s,d);s.flags|=128}if(y=s.memoizedState,y!==null&&(y.rendering=null,y.tail=null,y.lastEffect=null),rt(ft,ft.current),m)break;return null;case 22:case 23:return s.lanes=0,t1(i,s,d)}return ni(i,s,d)}var u1,vm,c1,d1;u1=function(i,s){for(var d=s.child;d!==null;){if(d.tag===5||d.tag===6)i.appendChild(d.stateNode);else if(d.tag!==4&&d.child!==null){d.child.return=d,d=d.child;continue}if(d===s)break;for(;d.sibling===null;){if(d.return===null||d.return===s)return;d=d.return}d.sibling.return=d.return,d=d.sibling}},vm=function(){},c1=function(i,s,d,m){var y=i.memoizedProps;if(y!==m){i=s.stateNode,Ma(En.current);var w=null;switch(d){case"input":y=Be(i,y),m=Be(i,m),w=[];break;case"select":y=Q({},y,{value:void 0}),m=Q({},m,{value:void 0}),w=[];break;case"textarea":y=Oi(i,y),m=Oi(i,m),w=[];break;default:typeof y.onClick!="function"&&typeof m.onClick=="function"&&(i.onclick=Dc)}he(d,m);var A;d=null;for(q in y)if(!m.hasOwnProperty(q)&&y.hasOwnProperty(q)&&y[q]!=null)if(q==="style"){var M=y[q];for(A in M)M.hasOwnProperty(A)&&(d||(d={}),d[A]="")}else q!=="dangerouslySetInnerHTML"&&q!=="children"&&q!=="suppressContentEditableWarning"&&q!=="suppressHydrationWarning"&&q!=="autoFocus"&&(a.hasOwnProperty(q)?w||(w=[]):(w=w||[]).push(q,null));for(q in m){var R=m[q];if(M=y!=null?y[q]:void 0,m.hasOwnProperty(q)&&R!==M&&(R!=null||M!=null))if(q==="style")if(M){for(A in M)!M.hasOwnProperty(A)||R&&R.hasOwnProperty(A)||(d||(d={}),d[A]="");for(A in R)R.hasOwnProperty(A)&&M[A]!==R[A]&&(d||(d={}),d[A]=R[A])}else d||(w||(w=[]),w.push(q,d)),d=R;else q==="dangerouslySetInnerHTML"?(R=R?R.__html:void 0,M=M?M.__html:void 0,R!=null&&M!==R&&(w=w||[]).push(q,R)):q==="children"?typeof R!="string"&&typeof R!="number"||(w=w||[]).push(q,""+R):q!=="suppressContentEditableWarning"&&q!=="suppressHydrationWarning"&&(a.hasOwnProperty(q)?(R!=null&&q==="onScroll"&&it("scroll",i),w||M===R||(w=[])):(w=w||[]).push(q,R))}d&&(w=w||[]).push("style",d);var q=w;(s.updateQueue=q)&&(s.flags|=4)}},d1=function(i,s,d,m){d!==m&&(s.flags|=4)};function Wl(i,s){if(!ut)switch(i.tailMode){case"hidden":s=i.tail;for(var d=null;s!==null;)s.alternate!==null&&(d=s),s=s.sibling;d===null?i.tail=null:d.sibling=null;break;case"collapsed":d=i.tail;for(var m=null;d!==null;)d.alternate!==null&&(m=d),d=d.sibling;m===null?s||i.tail===null?i.tail=null:i.tail.sibling=null:m.sibling=null}}function rr(i){var s=i.alternate!==null&&i.alternate.child===i.child,d=0,m=0;if(s)for(var y=i.child;y!==null;)d|=y.lanes|y.childLanes,m|=y.subtreeFlags&14680064,m|=y.flags&14680064,y.return=i,y=y.sibling;else for(y=i.child;y!==null;)d|=y.lanes|y.childLanes,m|=y.subtreeFlags,m|=y.flags,y.return=i,y=y.sibling;return i.subtreeFlags|=m,i.childLanes=d,s}function K5(i,s,d){var m=s.pendingProps;switch(zp(s),s.tag){case 2:case 16:case 15:case 0:case 11:case 7:case 8:case 12:case 9:case 14:return rr(s),null;case 1:return yr(s.type)&&$c(),rr(s),null;case 3:return m=s.stateNode,Vo(),at(vr),at(er),Zp(),m.pendingContext&&(m.context=m.pendingContext,m.pendingContext=null),(i===null||i.child===null)&&(Uc(s)?s.flags|=4:i===null||i.memoizedState.isDehydrated&&(s.flags&256)===0||(s.flags|=1024,cn!==null&&(Pm(cn),cn=null))),vm(i,s),rr(s),null;case 5:Yp(s);var y=Ma(Ll.current);if(d=s.type,i!==null&&s.stateNode!=null)c1(i,s,d,m,y),i.ref!==s.ref&&(s.flags|=512,s.flags|=2097152);else{if(!m){if(s.stateNode===null)throw Error(r(166));return rr(s),null}if(i=Ma(En.current),Uc(s)){m=s.stateNode,d=s.type;var w=s.memoizedProps;switch(m[Nn]=s,m[Il]=w,i=(s.mode&1)!==0,d){case"dialog":it("cancel",m),it("close",m);break;case"iframe":case"object":case"embed":it("load",m);break;case"video":case"audio":for(y=0;y<Ol.length;y++)it(Ol[y],m);break;case"source":it("error",m);break;case"img":case"image":case"link":it("error",m),it("load",m);break;case"details":it("toggle",m);break;case"input":_e(m,w),it("invalid",m);break;case"select":m._wrapperState={wasMultiple:!!w.multiple},it("invalid",m);break;case"textarea":_i(m,w),it("invalid",m)}he(d,w),y=null;for(var A in w)if(w.hasOwnProperty(A)){var M=w[A];A==="children"?typeof M=="string"?m.textContent!==M&&(w.suppressHydrationWarning!==!0&&Tc(m.textContent,M,i),y=["children",M]):typeof M=="number"&&m.textContent!==""+M&&(w.suppressHydrationWarning!==!0&&Tc(m.textContent,M,i),y=["children",""+M]):a.hasOwnProperty(A)&&M!=null&&A==="onScroll"&&it("scroll",m)}switch(d){case"input":Oe(m),Qn(m,w,!0);break;case"textarea":Oe(m),$e(m);break;case"select":case"option":break;default:typeof w.onClick=="function"&&(m.onclick=Dc)}m=y,s.updateQueue=m,m!==null&&(s.flags|=4)}else{A=y.nodeType===9?y:y.ownerDocument,i==="http://www.w3.org/1999/xhtml"&&(i=At(d)),i==="http://www.w3.org/1999/xhtml"?d==="script"?(i=A.createElement("div"),i.innerHTML="<script><\/script>",i=i.removeChild(i.firstChild)):typeof m.is=="string"?i=A.createElement(d,{is:m.is}):(i=A.createElement(d),d==="select"&&(A=i,m.multiple?A.multiple=!0:m.size&&(A.size=m.size))):i=A.createElementNS(i,d),i[Nn]=s,i[Il]=m,u1(i,s,!1,!1),s.stateNode=i;e:{switch(A=Ae(d,m),d){case"dialog":it("cancel",i),it("close",i),y=m;break;case"iframe":case"object":case"embed":it("load",i),y=m;break;case"video":case"audio":for(y=0;y<Ol.length;y++)it(Ol[y],i);y=m;break;case"source":it("error",i),y=m;break;case"img":case"image":case"link":it("error",i),it("load",i),y=m;break;case"details":it("toggle",i),y=m;break;case"input":_e(i,m),y=Be(i,m),it("invalid",i);break;case"option":y=m;break;case"select":i._wrapperState={wasMultiple:!!m.multiple},y=Q({},m,{value:void 0}),it("invalid",i);break;case"textarea":_i(i,m),y=Oi(i,m),it("invalid",i);break;default:y=m}he(d,y),M=y;for(w in M)if(M.hasOwnProperty(w)){var R=M[w];w==="style"?cl(i,R):w==="dangerouslySetInnerHTML"?(R=R?R.__html:void 0,R!=null&&ll(i,R)):w==="children"?typeof R=="string"?(d!=="textarea"||R!=="")&&Mi(i,R):typeof R=="number"&&Mi(i,""+R):w!=="suppressContentEditableWarning"&&w!=="suppressHydrationWarning"&&w!=="autoFocus"&&(a.hasOwnProperty(w)?R!=null&&w==="onScroll"&&it("scroll",i):R!=null&&O(i,w,R,A))}switch(d){case"input":Oe(i),Qn(i,m,!1);break;case"textarea":Oe(i),$e(i);break;case"option":m.value!=null&&i.setAttribute("value",""+Pe(m.value));break;case"select":i.multiple=!!m.multiple,w=m.value,w!=null?Fr(i,!!m.multiple,w,!1):m.defaultValue!=null&&Fr(i,!!m.multiple,m.defaultValue,!0);break;default:typeof y.onClick=="function"&&(i.onclick=Dc)}switch(d){case"button":case"input":case"select":case"textarea":m=!!m.autoFocus;break e;case"img":m=!0;break e;default:m=!1}}m&&(s.flags|=4)}s.ref!==null&&(s.flags|=512,s.flags|=2097152)}return rr(s),null;case 6:if(i&&s.stateNode!=null)d1(i,s,i.memoizedProps,m);else{if(typeof m!="string"&&s.stateNode===null)throw Error(r(166));if(d=Ma(Ll.current),Ma(En.current),Uc(s)){if(m=s.stateNode,d=s.memoizedProps,m[Nn]=s,(w=m.nodeValue!==d)&&(i=Cr,i!==null))switch(i.tag){case 3:Tc(m.nodeValue,d,(i.mode&1)!==0);break;case 5:i.memoizedProps.suppressHydrationWarning!==!0&&Tc(m.nodeValue,d,(i.mode&1)!==0)}w&&(s.flags|=4)}else m=(d.nodeType===9?d:d.ownerDocument).createTextNode(m),m[Nn]=s,s.stateNode=m}return rr(s),null;case 13:if(at(ft),m=s.memoizedState,i===null||i.memoizedState!==null&&i.memoizedState.dehydrated!==null){if(ut&&Or!==null&&(s.mode&1)!==0&&(s.flags&128)===0)pb(),Wo(),s.flags|=98560,w=!1;else if(w=Uc(s),m!==null&&m.dehydrated!==null){if(i===null){if(!w)throw Error(r(318));if(w=s.memoizedState,w=w!==null?w.dehydrated:null,!w)throw Error(r(317));w[Nn]=s}else Wo(),(s.flags&128)===0&&(s.memoizedState=null),s.flags|=4;rr(s),w=!1}else cn!==null&&(Pm(cn),cn=null),w=!0;if(!w)return s.flags&65536?s:null}return(s.flags&128)!==0?(s.lanes=d,s):(m=m!==null,m!==(i!==null&&i.memoizedState!==null)&&m&&(s.child.flags|=8192,(s.mode&1)!==0&&(i===null||(ft.current&1)!==0?Ct===0&&(Ct=3):_m())),s.updateQueue!==null&&(s.flags|=4),rr(s),null);case 4:return Vo(),vm(i,s),i===null&&_l(s.stateNode.containerInfo),rr(s),null;case 10:return Kp(s.type._context),rr(s),null;case 17:return yr(s.type)&&$c(),rr(s),null;case 19:if(at(ft),w=s.memoizedState,w===null)return rr(s),null;if(m=(s.flags&128)!==0,A=w.rendering,A===null)if(m)Wl(w,!1);else{if(Ct!==0||i!==null&&(i.flags&128)!==0)for(i=s.child;i!==null;){if(A=qc(i),A!==null){for(s.flags|=128,Wl(w,!1),m=A.updateQueue,m!==null&&(s.updateQueue=m,s.flags|=4),s.subtreeFlags=0,m=d,d=s.child;d!==null;)w=d,i=m,w.flags&=14680066,A=w.alternate,A===null?(w.childLanes=0,w.lanes=i,w.child=null,w.subtreeFlags=0,w.memoizedProps=null,w.memoizedState=null,w.updateQueue=null,w.dependencies=null,w.stateNode=null):(w.childLanes=A.childLanes,w.lanes=A.lanes,w.child=A.child,w.subtreeFlags=0,w.deletions=null,w.memoizedProps=A.memoizedProps,w.memoizedState=A.memoizedState,w.updateQueue=A.updateQueue,w.type=A.type,i=A.dependencies,w.dependencies=i===null?null:{lanes:i.lanes,firstContext:i.firstContext}),d=d.sibling;return rt(ft,ft.current&1|2),s.child}i=i.sibling}w.tail!==null&&xt()>Xo&&(s.flags|=128,m=!0,Wl(w,!1),s.lanes=4194304)}else{if(!m)if(i=qc(A),i!==null){if(s.flags|=128,m=!0,d=i.updateQueue,d!==null&&(s.updateQueue=d,s.flags|=4),Wl(w,!0),w.tail===null&&w.tailMode==="hidden"&&!A.alternate&&!ut)return rr(s),null}else 2*xt()-w.renderingStartTime>Xo&&d!==1073741824&&(s.flags|=128,m=!0,Wl(w,!1),s.lanes=4194304);w.isBackwards?(A.sibling=s.child,s.child=A):(d=w.last,d!==null?d.sibling=A:s.child=A,w.last=A)}return w.tail!==null?(s=w.tail,w.rendering=s,w.tail=s.sibling,w.renderingStartTime=xt(),s.sibling=null,d=ft.current,rt(ft,m?d&1|2:d&1),s):(rr(s),null);case 22:case 23:return Om(),m=s.memoizedState!==null,i!==null&&i.memoizedState!==null!==m&&(s.flags|=8192),m&&(s.mode&1)!==0?(_r&1073741824)!==0&&(rr(s),s.subtreeFlags&6&&(s.flags|=8192)):rr(s),null;case 24:return null;case 25:return null}throw Error(r(156,s.tag))}function G5(i,s){switch(zp(s),s.tag){case 1:return 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 * This source code is licensed under the ISC license.
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 */const Zg=ge("Boxes",[["path",{d:"M2.97 12.92A2 2 0 0 0 2 14.63v3.24a2 2 0 0 0 .97 1.71l3 1.8a2 2 0 0 0 2.06 0L12 19v-5.5l-5-3-4.03 2.42Z",key:"lc1i9w"}],["path",{d:"m7 16.5-4.74-2.85",key:"1o9zyk"}],["path",{d:"m7 16.5 5-3",key:"va8pkn"}],["path",{d:"M7 16.5v5.17",key:"jnp8gn"}],["path",{d:"M12 13.5V19l3.97 2.38a2 2 0 0 0 2.06 0l3-1.8a2 2 0 0 0 .97-1.71v-3.24a2 2 0 0 0-.97-1.71L17 10.5l-5 3Z",key:"8zsnat"}],["path",{d:"m17 16.5-5-3",key:"8arw3v"}],["path",{d:"m17 16.5 4.74-2.85",key:"8rfmw"}],["path",{d:"M17 16.5v5.17",key:"k6z78m"}],["path",{d:"M7.97 4.42A2 2 0 0 0 7 6.13v4.37l5 3 5-3V6.13a2 2 0 0 0-.97-1.71l-3-1.8a2 2 0 0 0-2.06 0l-3 1.8Z",key:"1xygjf"}],["path",{d:"M12 8 7.26 5.15",key:"1vbdud"}],["path",{d:"m12 8 4.74-2.85",key:"3rx089"}],["path",{d:"M12 13.5V8",key:"1io7kd"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const ah=ge("Brain",[["path",{d:"M12 5a3 3 0 1 0-5.997.125 4 4 0 0 0-2.526 5.77 4 4 0 0 0 .556 6.588A4 4 0 1 0 12 18Z",key:"l5xja"}],["path",{d:"M12 5a3 3 0 1 1 5.997.125 4 4 0 0 1 2.526 5.77 4 4 0 0 1-.556 6.588A4 4 0 1 1 12 18Z",key:"ep3f8r"}],["path",{d:"M15 13a4.5 4.5 0 0 1-3-4 4.5 4.5 0 0 1-3 4",key:"1p4c4q"}],["path",{d:"M17.599 6.5a3 3 0 0 0 .399-1.375",key:"tmeiqw"}],["path",{d:"M6.003 5.125A3 3 0 0 0 6.401 6.5",key:"105sqy"}],["path",{d:"M3.477 10.896a4 4 0 0 1 .585-.396",key:"ql3yin"}],["path",{d:"M19.938 10.5a4 4 0 0 1 .585.396",key:"1qfode"}],["path",{d:"M6 18a4 4 0 0 1-1.967-.516",key:"2e4loj"}],["path",{d:"M19.967 17.484A4 4 0 0 1 18 18",key:"159ez6"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const pI=ge("Camera",[["path",{d:"M14.5 4h-5L7 7H4a2 2 0 0 0-2 2v9a2 2 0 0 0 2 2h16a2 2 0 0 0 2-2V9a2 2 0 0 0-2-2h-3l-2.5-3z",key:"1tc9qg"}],["circle",{cx:"12",cy:"13",r:"3",key:"1vg3eu"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const Yr=ge("Check",[["path",{d:"M20 6 9 17l-5-5",key:"1gmf2c"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const mI=ge("ChevronDown",[["path",{d:"m6 9 6 6 6-6",key:"qrunsl"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const gI=ge("ChevronLeft",[["path",{d:"m15 18-6-6 6-6",key:"1wnfg3"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const hN=ge("ChevronRight",[["path",{d:"m9 18 6-6-6-6",key:"mthhwq"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const vI=ge("ChevronUp",[["path",{d:"m18 15-6-6-6 6",key:"153udz"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const yI=ge("CircleCheck",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"m9 12 2 2 4-4",key:"dzmm74"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const xI=ge("CircleHelp",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"M9.09 9a3 3 0 0 1 5.83 1c0 2-3 3-3 3",key:"1u773s"}],["path",{d:"M12 17h.01",key:"p32p05"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const bI=ge("CircleX",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"m15 9-6 6",key:"1uzhvr"}],["path",{d:"m9 9 6 6",key:"z0biqf"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const wI=ge("Clock",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["polyline",{points:"12 6 12 12 16 14",key:"68esgv"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const pN=ge("Code",[["polyline",{points:"16 18 22 12 16 6",key:"z7tu5w"}],["polyline",{points:"8 6 2 12 8 18",key:"1eg1df"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const kI=ge("Command",[["path",{d:"M15 6v12a3 3 0 1 0 3-3H6a3 3 0 1 0 3 3V6a3 3 0 1 0-3 3h12a3 3 0 1 0-3-3",key:"11bfej"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const Jg=ge("Compass",[["path",{d:"m16.24 7.76-1.804 5.411a2 2 0 0 1-1.265 1.265L7.76 16.24l1.804-5.411a2 2 0 0 1 1.265-1.265z",key:"9ktpf1"}],["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const jI=ge("Construction",[["rect",{x:"2",y:"6",width:"20",height:"8",rx:"1",key:"1estib"}],["path",{d:"M17 14v7",key:"7m2elx"}],["path",{d:"M7 14v7",key:"1cm7wv"}],["path",{d:"M17 3v3",key:"1v4jwn"}],["path",{d:"M7 3v3",key:"7o6guu"}],["path",{d:"M10 14 2.3 6.3",key:"1023jk"}],["path",{d:"m14 6 7.7 7.7",key:"1s8pl2"}],["path",{d:"m8 6 8 8",key:"hl96qh"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const sf=ge("Copy",[["rect",{width:"14",height:"14",x:"8",y:"8",rx:"2",ry:"2",key:"17jyea"}],["path",{d:"M4 16c-1.1 0-2-.9-2-2V4c0-1.1.9-2 2-2h10c1.1 0 2 .9 2 2",key:"zix9uf"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const zn=ge("Cpu",[["rect",{width:"16",height:"16",x:"4",y:"4",rx:"2",key:"14l7u7"}],["rect",{width:"6",height:"6",x:"9",y:"9",rx:"1",key:"5aljv4"}],["path",{d:"M15 2v2",key:"13l42r"}],["path",{d:"M15 20v2",key:"15mkzm"}],["path",{d:"M2 15h2",key:"1gxd5l"}],["path",{d:"M2 9h2",key:"1bbxkp"}],["path",{d:"M20 15h2",key:"19e6y8"}],["path",{d:"M20 9h2",key:"19tzq7"}],["path",{d:"M9 2v2",key:"165o2o"}],["path",{d:"M9 20v2",key:"i2bqo8"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const SI=ge("Database",[["ellipse",{cx:"12",cy:"5",rx:"9",ry:"3",key:"msslwz"}],["path",{d:"M3 5V19A9 3 0 0 0 21 19V5",key:"1wlel7"}],["path",{d:"M3 12A9 3 0 0 0 21 12",key:"mv7ke4"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const Ts=ge("Download",[["path",{d:"M21 15v4a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2v-4",key:"ih7n3h"}],["polyline",{points:"7 10 12 15 17 10",key:"2ggqvy"}],["line",{x1:"12",x2:"12",y1:"15",y2:"3",key:"1vk2je"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const ju=ge("ExternalLink",[["path",{d:"M15 3h6v6",key:"1q9fwt"}],["path",{d:"M10 14 21 3",key:"gplh6r"}],["path",{d:"M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6",key:"a6xqqp"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const aw=ge("EyeOff",[["path",{d:"M10.733 5.076a10.744 10.744 0 0 1 11.205 6.575 1 1 0 0 1 0 .696 10.747 10.747 0 0 1-1.444 2.49",key:"ct8e1f"}],["path",{d:"M14.084 14.158a3 3 0 0 1-4.242-4.242",key:"151rxh"}],["path",{d:"M17.479 17.499a10.75 10.75 0 0 1-15.417-5.151 1 1 0 0 1 0-.696 10.75 10.75 0 0 1 4.446-5.143",key:"13bj9a"}],["path",{d:"m2 2 20 20",key:"1ooewy"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const ev=ge("Eye",[["path",{d:"M2.062 12.348a1 1 0 0 1 0-.696 10.75 10.75 0 0 1 19.876 0 1 1 0 0 1 0 .696 10.75 10.75 0 0 1-19.876 0",key:"1nclc0"}],["circle",{cx:"12",cy:"12",r:"3",key:"1v7zrd"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const NI=ge("FileText",[["path",{d:"M15 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V7Z",key:"1rqfz7"}],["path",{d:"M14 2v4a2 2 0 0 0 2 2h4",key:"tnqrlb"}],["path",{d:"M10 9H8",key:"b1mrlr"}],["path",{d:"M16 13H8",key:"t4e002"}],["path",{d:"M16 17H8",key:"z1uh3a"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const EI=ge("FolderOpen",[["path",{d:"m6 14 1.5-2.9A2 2 0 0 1 9.24 10H20a2 2 0 0 1 1.94 2.5l-1.54 6a2 2 0 0 1-1.95 1.5H4a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h3.9a2 2 0 0 1 1.69.9l.81 1.2a2 2 0 0 0 1.67.9H18a2 2 0 0 1 2 2v2",key:"usdka0"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const AI=ge("Gauge",[["path",{d:"m12 14 4-4",key:"9kzdfg"}],["path",{d:"M3.34 19a10 10 0 1 1 17.32 0",key:"19p75a"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const PI=ge("Globe",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"M12 2a14.5 14.5 0 0 0 0 20 14.5 14.5 0 0 0 0-20",key:"13o1zl"}],["path",{d:"M2 12h20",key:"9i4pu4"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const Km=ge("HardDrive",[["line",{x1:"22",x2:"2",y1:"12",y2:"12",key:"1y58io"}],["path",{d:"M5.45 5.11 2 12v6a2 2 0 0 0 2 2h16a2 2 0 0 0 2-2v-6l-3.45-6.89A2 2 0 0 0 16.76 4H7.24a2 2 0 0 0-1.79 1.11z",key:"oot6mr"}],["line",{x1:"6",x2:"6.01",y1:"16",y2:"16",key:"sgf278"}],["line",{x1:"10",x2:"10.01",y1:"16",y2:"16",key:"1l4acy"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const ow=ge("Info",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"M12 16v-4",key:"1dtifu"}],["path",{d:"M12 8h.01",key:"e9boi3"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const CI=ge("Key",[["path",{d:"m15.5 7.5 2.3 2.3a1 1 0 0 0 1.4 0l2.1-2.1a1 1 0 0 0 0-1.4L19 4",key:"g0fldk"}],["path",{d:"m21 2-9.6 9.6",key:"1j0ho8"}],["circle",{cx:"7.5",cy:"15.5",r:"5.5",key:"yqb3hr"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const OI=ge("Laptop",[["path",{d:"M20 16V7a2 2 0 0 0-2-2H6a2 2 0 0 0-2 2v9m16 0H4m16 0 1.28 2.55a1 1 0 0 1-.9 1.45H3.62a1 1 0 0 1-.9-1.45L4 16",key:"tarvll"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const oh=ge("Layers",[["path",{d:"m12.83 2.18a2 2 0 0 0-1.66 0L2.6 6.08a1 1 0 0 0 0 1.83l8.58 3.91a2 2 0 0 0 1.66 0l8.58-3.9a1 1 0 0 0 0-1.83Z",key:"8b97xw"}],["path",{d:"m22 17.65-9.17 4.16a2 2 0 0 1-1.66 0L2 17.65",key:"dd6zsq"}],["path",{d:"m22 12.65-9.17 4.16a2 2 0 0 1-1.66 0L2 12.65",key:"ep9fru"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const _I=ge("LayoutDashboard",[["rect",{width:"7",height:"9",x:"3",y:"3",rx:"1",key:"10lvy0"}],["rect",{width:"7",height:"5",x:"14",y:"3",rx:"1",key:"16une8"}],["rect",{width:"7",height:"9",x:"14",y:"12",rx:"1",key:"1hutg5"}],["rect",{width:"7",height:"5",x:"3",y:"16",rx:"1",key:"ldoo1y"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const MI=ge("LifeBuoy",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"m4.93 4.93 4.24 4.24",key:"1ymg45"}],["path",{d:"m14.83 9.17 4.24-4.24",key:"1cb5xl"}],["path",{d:"m14.83 14.83 4.24 4.24",key:"q42g0n"}],["path",{d:"m9.17 14.83-4.24 4.24",key:"bqpfvv"}],["circle",{cx:"12",cy:"12",r:"4",key:"4exip2"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const II=ge("Lightbulb",[["path",{d:"M15 14c.2-1 .7-1.7 1.5-2.5 1-.9 1.5-2.2 1.5-3.5A6 6 0 0 0 6 8c0 1 .2 2.2 1.5 3.5.7.7 1.3 1.5 1.5 2.5",key:"1gvzjb"}],["path",{d:"M9 18h6",key:"x1upvd"}],["path",{d:"M10 22h4",key:"ceow96"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const TI=ge("List",[["path",{d:"M3 12h.01",key:"nlz23k"}],["path",{d:"M3 18h.01",key:"1tta3j"}],["path",{d:"M3 6h.01",key:"1rqtza"}],["path",{d:"M8 12h13",key:"1za7za"}],["path",{d:"M8 18h13",key:"1lx6n3"}],["path",{d:"M8 6h13",key:"ik3vkj"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const DI=ge("LoaderCircle",[["path",{d:"M21 12a9 9 0 1 1-6.219-8.56",key:"13zald"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const RI=ge("Lock",[["rect",{width:"18",height:"11",x:"3",y:"11",rx:"2",ry:"2",key:"1w4ew1"}],["path",{d:"M7 11V7a5 5 0 0 1 10 0v4",key:"fwvmzm"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const $I=ge("MessagesSquare",[["path",{d:"M14 9a2 2 0 0 1-2 2H6l-4 4V4a2 2 0 0 1 2-2h8a2 2 0 0 1 2 2z",key:"p1xzt8"}],["path",{d:"M18 9h2a2 2 0 0 1 2 2v11l-4-4h-6a2 2 0 0 1-2-2v-1",key:"1cx29u"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const LI=ge("Monitor",[["rect",{width:"20",height:"14",x:"2",y:"3",rx:"2",key:"48i651"}],["line",{x1:"8",x2:"16",y1:"21",y2:"21",key:"1svkeh"}],["line",{x1:"12",x2:"12",y1:"17",y2:"21",key:"vw1qmm"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const zI=ge("Moon",[["path",{d:"M12 3a6 6 0 0 0 9 9 9 9 0 1 1-9-9Z",key:"a7tn18"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const FI=ge("Network",[["rect",{x:"16",y:"16",width:"6",height:"6",rx:"1",key:"4q2zg0"}],["rect",{x:"2",y:"16",width:"6",height:"6",rx:"1",key:"8cvhb9"}],["rect",{x:"9",y:"2",width:"6",height:"6",rx:"1",key:"1egb70"}],["path",{d:"M5 16v-3a1 1 0 0 1 1-1h12a1 1 0 0 1 1 1v3",key:"1jsf9p"}],["path",{d:"M12 12V8",key:"2874zd"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const BI=ge("PenLine",[["path",{d:"M12 20h9",key:"t2du7b"}],["path",{d:"M16.376 3.622a1 1 0 0 1 3.002 3.002L7.368 18.635a2 2 0 0 1-.855.506l-2.872.838a.5.5 0 0 1-.62-.62l.838-2.872a2 2 0 0 1 .506-.854z",key:"1ykcvy"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const tv=ge("Plug",[["path",{d:"M12 22v-5",key:"1ega77"}],["path",{d:"M9 8V2",key:"14iosj"}],["path",{d:"M15 8V2",key:"18g5xt"}],["path",{d:"M18 8v5a4 4 0 0 1-4 4h-4a4 4 0 0 1-4-4V8Z",key:"osxo6l"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const rv=ge("Plus",[["path",{d:"M5 12h14",key:"1ays0h"}],["path",{d:"M12 5v14",key:"s699le"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
 */const UI=ge("Power",[["path",{d:"M12 2v10",key:"mnfbl"}],["path",{d:"M18.4 6.6a9 9 0 1 1-12.77.04",key:"obofu9"}]]);/**
 * @license lucide-react v0.460.0 - ISC
 *
 * This source code is licensed under the ISC license.
 * See the LICENSE file in the root directory of this source tree.
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",u.jsx("span",{className:"font-semibold text-foreground",children:"Stand Juni 2026."})," ","Das meiste gilt überall; ",u.jsx("span",{className:"text-primary font-semibold",children:'„Bei dir konkret"'}),"-Kästen zeigen, was dein Stack daraus macht."]})]})]}),u.jsx("div",{className:"sticky top-0 z-10 -mx-1 px-1",children:u.jsx("div",{className:"rounded-xl border border-border/50 bg-card/70 backdrop-blur-xl p-2 shadow-lg shadow-black/20",children:u.jsxs("div",{className:"flex items-center gap-1.5 flex-wrap",children:[u.jsx(Jg,{className:"h-3.5 w-3.5 text-primary ml-1 mr-0.5 shrink-0"}),(e?F2:F2.slice(0,9)).map(r=>u.jsx("button",{onClick:()=>BY(r.id),className:"rounded-lg px-2.5 py-1 text-[11px] font-semibold text-muted-foreground hover:text-primary hover:bg-primary/10 transition-colors cursor-pointer",children:r.label},r.id)),u.jsx("button",{onClick:()=>t(r=>!r),className:"rounded-lg px-2 py-1 text-[11px] font-semibold text-primary hover:bg-primary/10 transition-colors cursor-pointer",children:e?"weniger":"+ mehr"})]})})}),u.jsxs("div",{className:"grid gap-5 md:grid-cols-2",children:[u.jsxs(Mr,{id:"grundlagen",icon:zn,color:"text-cyan-400",title:"1. 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Training ist einmalig, ",u.jsx("strong",{children:"Inferenz"})," ist jede Antwort."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Temperatur / Sampling"})," steuert Zufall: niedrig = deterministisch/präzise (Code), hoch = kreativ."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Halluzination"})," ist kein Bug, sondern die Kehrseite des Ratens. Gegenmittel: Grounding via Tools/RAG, Verifikation."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Reasoning-/Thinking-Modelle"}),' „denken" in unsichtbaren Tokens vor der Antwort — besser bei Logik, langsamer/teurer.']})]})]}),u.jsxs(Mr,{id:"moe",icon:oh,color:"text-violet-400",title:"2. MoE & Quantisierung",kicker:"Mehr Modell, weniger Last",children:[u.jsxs("p",{children:[u.jsx("strong",{children:"Mixture of Experts (MoE):"})," Statt für jedes Token das ganze Netz zu aktivieren, wählt ein",u.jsx("em",{children:" Router"})," nur ein paar spezialisierte ",u.jsx("em",{children:"Experts"}),' aus. So läuft ein 100B-Modell mit der aktiven Rechenlast eines viel kleineren (z.B. „122B total / 10B aktiv").']}),u.jsxs("p",{children:[u.jsx("strong",{children:"Quantisierung:"})," Gewichte von FP16 auf weniger Bits eindampfen — kleiner & schneller bei minimalem Qualitätsverlust. Faustregel:"]}),u.jsxs("ul",{className:"list-disc pl-4 space-y-1",children:[u.jsxs("li",{children:[u.jsx(ze,{children:"Q8"})," nahezu verlustfrei, größter Footprint"]}),u.jsxs("li",{children:[u.jsx(ze,{children:"Q6_K"})," sehr gut, guter Mittelweg"]}),u.jsxs("li",{children:[u.jsx(ze,{children:"Q4_K_M"})," der Sweet-Spot für lokal — viel Modell pro GB"]})]}),u.jsxs(Ha,{children:["VRAM/RAM ist die harte Grenze — ",u.jsx("strong",{children:"darum"})," ist beides hier zentral: MoE lässt 100B+ überhaupt laufen, Quant entscheidet, was reinpasst. Dein Line-up fährt durchweg ",u.jsx(ze,{children:"Q4_K_M"}),"/",u.jsx(ze,{children:"Q6_K"}),"."]})]}),u.jsxs(Mr,{id:"lokal",icon:gy,color:"text-emerald-400",title:"3. Lokal betreiben: Engines & Backends",kicker:"llama.cpp, vLLM & Co.",wide:!0,children:[u.jsxs("div",{className:"grid md:grid-cols-2 gap-4",children:[u.jsxs("div",{className:"space-y-2",children:[u.jsxs("p",{children:[u.jsx("strong",{children:"Inference-Engines"})," — was die Modelle ausführt:"]}),u.jsxs("ul",{className:"list-disc pl-4 space-y-1",children:[u.jsxs("li",{children:[u.jsx("strong",{children:"llama.cpp / GGUF"})," — der De-facto-Standard für lokal, CPU+GPU, läuft überall."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Ollama / LM Studio"})," — bequeme Wrapper mit One-Click-Downloads (LM Studio mit GUI)."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"vLLM / TGI"})," — Server-Engines für maximalen Durchsatz auf dicken GPUs."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"llama-swap"})," — Proxy, der ",u.jsx("em",{children:"mehrere"})," Modelle hinter ",u.jsx("em",{children:"einem"})," Port hält und je nach Anfrage automatisch ein-/aussattelt."]})]})]}),u.jsxs("div",{className:"space-y-2",children:[u.jsxs("p",{children:[u.jsx("strong",{children:"GPU-Backends"})," — wie gerechnet wird:"]}),u.jsx("ul",{className:"list-disc pl-4 space-y-1",children:u.jsxs("li",{children:[u.jsx(ze,{children:"CUDA"})," NVIDIA · ",u.jsx(ze,{children:"ROCm"})," AMD · ",u.jsx(ze,{children:"Vulkan"})," herstellerübergreifend · ",u.jsx(ze,{children:"Metal"})," Apple"]})}),u.jsxs("p",{className:"pt-1",children:[u.jsx("strong",{children:"Begriffe, die immer wiederkommen:"})," Kontext (",u.jsx(ze,{children:"-c"}),"), Slots/Parallel, KV-Cache, Modell-TTL/Swap, ",u.jsx("strong",{children:"Speculative Decoding"})," (kleines Draft-Modell rät voraus → schneller)."]})]})]}),u.jsxs(Ha,{children:["Deine Box hat eine AMD-APU (gfx1151). ",u.jsx("strong",{children:"Einschränkung & Trick:"})," dort schlägt ",u.jsx(ze,{children:"Vulkan/RADV"})," das offizielle ",u.jsx(ze,{children:"ROCm"})," bei Token-Generierung um ~12–22 % — darum läuft die Engine auf Vulkan.",u.jsx(ze,{children:"llama-swap"})," hält die Alltags-Hirne dauerwarm; ",u.jsx(ze,{children:"coder"})," nutzt Spec-Decoding."]})]}),u.jsxs(Mr,{id:"modelle",icon:Zg,color:"text-sky-400",title:"4. Modell-Landschaft",kicker:"Stand Juni 2026",wide:!0,children:[u.jsxs("div",{className:"grid md:grid-cols-2 gap-4",children:[u.jsxs("div",{className:"space-y-2",children:[u.jsx("p",{children:u.jsx("strong",{children:"Open-Weight (lokal nutzbar):"})}),u.jsxs("ul",{className:"list-disc pl-4 space-y-1",children:[u.jsxs("li",{children:[u.jsx("strong",{children:"Qwen"})," (Alibaba) — starke Allrounder + Coder + Vision, viele Größen/MoE."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Llama"})," (Meta), ",u.jsx("strong",{children:"Gemma"})," (Google), ",u.jsx("strong",{children:"Phi"})," (Microsoft) — solide Open-Familien."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"DeepSeek"}),", ",u.jsx("strong",{children:"Mistral/Mixtral"})," — kräftige MoE-/Reasoning-Modelle."]})]})]}),u.jsxs("div",{className:"space-y-2",children:[u.jsx("p",{children:u.jsx("strong",{children:"Frontier (Cloud-API):"})}),u.jsx("ul",{className:"list-disc pl-4 space-y-1",children:u.jsxs("li",{children:[u.jsx("strong",{children:"Claude"})," (Anthropic), ",u.jsx("strong",{children:"GPT"})," (OpenAI), ",u.jsx("strong",{children:"Gemini"})," (Google) — die stärksten Allrounder, aber nicht lokal."]})}),u.jsxs("p",{className:"pt-1",children:[u.jsx("strong",{children:"Modellwahl nach Aufgabe:"})," schnelles Alltags-Hirn · großes Logik-Hirn für harte Tasks · dediziertes Code-Modell · multimodal für Bilder · Embedding-Modell fürs Gedächtnis."]})]})]}),u.jsx("p",{className:"text-[11px] italic",children:'Leaderboards (HF, LMArena) sind grobe Orientierung — der einzige Benchmark, der zählt, ist deine eigene Aufgabe. Vorsicht vor „Benchmaxxing".'}),u.jsxs(Ha,{children:["Dein Line-up via llama-swap: ",u.jsx(ze,{children:"fast"})," (Alltag/Vision/MoE) · ",u.jsx(ze,{children:"heavy"})," (schwere Logik) ·",u.jsx(ze,{children:"coder"})," · ",u.jsx(ze,{children:"scout"})," · ",u.jsx(ze,{children:"vision"})," · ",u.jsx(ze,{children:"embed"})," (fürs Gedächtnis) ·",u.jsx(ze,{children:"hermes"})," (Agent-Hirn). Verwalten/tauschen im ",u.jsx("strong",{children:"Modell-Manager"}),"-Tab."]})]}),u.jsxs(Mr,{id:"gateway",icon:FI,color:"text-amber-400",title:"5. Der Gateway-Trick",kicker:"OpenAI-kompatibel = überall andocken",children:[u.jsxs("p",{children:["Fast jedes AI-Tool spricht heute das ",u.jsx("strong",{children:"OpenAI-Format"})," (",u.jsx(ze,{children:"/v1/chat/completions"}),"). Ein",u.jsx("strong",{children:" Gateway"})," davor gibt dir ",u.jsx("em",{children:"einen"})," Endpunkt für alles: zentrales Key-Management, Logging und transparentes ",u.jsx("strong",{children:"Routing"})," — der Client merkt nicht, welches Modell tatsächlich antwortet."]}),u.jsxs("p",{children:["Die ",u.jsx(ze,{children:"model:auto"}),'-Idee: du sagst „auto", das Gateway wählt das passende Modell je nach Anfrage und lädt es bei Bedarf.']}),u.jsxs(Ha,{children:["Dein Gateway: ",u.jsx(ze,{children:"http://192.168.178.151:9001/v1"}),", Model ",u.jsx(ze,{children:"auto"}),", API-Key beliebig. Fertige Configs erzeugt dir der ",u.jsx("strong",{children:"Verbinden"}),"-Tab live — eine Wahrheit, kein Abtippen."]})]}),u.jsxs(Mr,{id:"mcp",icon:tv,color:"text-violet-400",title:"6. MCP — Werkzeuge für Agenten",kicker:"USB-C für AI-Tools",children:[u.jsxs("p",{children:["Das ",u.jsx("strong",{children:"Model Context Protocol"})," (offen, von Anthropic initiiert) standardisiert, wie ein AI-Client mit externen Tools & Datenquellen spricht. Ein ",u.jsx("strong",{children:"MCP-Server"})," bringt Fähigkeiten: Dateien, Web-Fetch, Git, Datenbanken, eigene APIs."]}),u.jsx("p",{children:"Statt für jeden Editor eigene Tools zu schreiben, bindet jeder MCP-fähige Agent denselben Server an."}),u.jsxs("div",{className:"flex items-start gap-1.5 rounded-xl border border-amber-500/25 bg-amber-500/[0.06] p-2.5 text-[11px]",children:[u.jsx(RI,{className:"h-3.5 w-3.5 text-amber-400 shrink-0 mt-0.5"}),u.jsxs("span",{children:[u.jsx("strong",{children:"Sicherheit:"})," ein MCP-Server hat echten Zugriff (Dateien, Shell). Nur vertrauenswürdige Server laufen lassen, Rechte minimal halten, Quelle prüfen."]})]})]}),u.jsxs(Mr,{id:"skills",icon:WI,color:"text-emerald-400",title:"7. Agent Skills",kicker:"Wiederverwendbare Fähigkeiten",children:[u.jsxs("p",{children:["Ein ",u.jsx("strong",{children:"Skill"})," ist ein Ordner mit einer ",u.jsx(ze,{children:"SKILL.md"})," (YAML-Kopf + Anleitung, optional Skripte/Beispiele), den der Agent für eine bestimmte Aufgabe lädt — z.B. TDD, Code-Vereinfachung, API-Design."]}),u.jsx("pre",{className:"p-2.5 bg-background/25 rounded-lg border border-border/30 font-mono text-[9px] text-foreground overflow-x-auto whitespace-pre",children:`---
name: tdd-pro
description: Treibt Entwicklung mit strikter TDD-Praxis
---
# Instructions
...`}),u.jsxs("p",{children:["Suchen & installieren über die ",u.jsx("strong",{children:"skills.sh"}),"-Registry: ",u.jsx(ze,{children:"npx skills find"})," /",u.jsx(ze,{children:"npx skills add owner/repo"}),". Skills liegen projektweit (vom Agent beim Start gelesen) oder global."]})]}),u.jsxs(Mr,{id:"memory",icon:SI,color:"text-indigo-400",title:"8. Gedächtnis & RAG",kicker:"Modelle vergessen — du nicht",wide:!0,children:[u.jsxs("div",{className:"grid md:grid-cols-2 gap-4",children:[u.jsxs("div",{className:"space-y-2",children:[u.jsxs("p",{children:["LLMs sind ",u.jsx("strong",{children:"zustandslos"}),": ohne Hilfe weiß das Modell beim nächsten Turn nichts mehr. Gedächtnis lebt extern."]}),u.jsxs("ul",{className:"list-disc pl-4 space-y-1",children:[u.jsxs("li",{children:[u.jsx("strong",{children:"Embeddings"})," wandeln Text in Vektoren; ein ",u.jsx("strong",{children:"Vektor-Store"})," (Chroma, …) findet semantisch Ähnliches."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"RAG"})," = relevante Fakten vor dem Turn heraussuchen und einblenden statt alles im Prompt zu halten."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Long-Context vs. RAG:"}),' riesige Fenster sind bequem, aber teuer & „lost in the middle" — gezieltes Abrufen skaliert besser.']})]})]}),u.jsxs("div",{className:"space-y-2",children:[u.jsxs("p",{children:[u.jsx("strong",{children:"Auto-lernendes Gedächtnis"})," ist die nächste Stufe:"]}),u.jsxs("ul",{className:"list-disc pl-4 space-y-1",children:[u.jsxs("li",{children:["extrahiert Fakten ",u.jsx("em",{children:"selbst"})," aus Gesprächen, statt nur abzuspeichern"]}),u.jsx("li",{children:"dedupliziert semantisch (kein 10× derselbe Fakt)"}),u.jsxs("li",{children:[u.jsx("strong",{children:"Graph-Sicht"})," = Fakten ",u.jsx("em",{children:"plus"})," ihre Beziehungen, nicht nur eine flache Liste"]})]})]})]}),u.jsxs(Ha,{children:["Dein Gedächtnis (Tab ",u.jsx("strong",{children:"Gedächtnis"}),") ist ",u.jsx("strong",{children:"Mem0"}),"-basiert: auto-lernend & semantisch, ",u.jsx("strong",{children:"graph-first"})," dargestellt, mit 4-Typen-Taxonomie (",u.jsx(ze,{children:"Identität"})," · ",u.jsx(ze,{children:"Wissen"})," · ",u.jsx(ze,{children:"Regeln"})," · ",u.jsx(ze,{children:"Ereignisse"}),"). Einstieg über ein kurzes ",u.jsx("strong",{children:"Hermes-Onboarding-Gespräch"})," im Terminal — der Agent lernt im Hintergrund nach jedem Turn.",u.jsx("br",{}),u.jsx("strong",{children:"Gotcha:"})," ein gelöschter Fakt kann wieder auftauchen, solange die Original-Nachricht noch im Verlauf steht (additive Extraktion)."]})]}),u.jsxs(Mr,{id:"agents",icon:yi,color:"text-rose-400",title:"9. Autonome Agenten betreiben",kicker:"LLM in der Schleife",wide:!0,children:[u.jsxs("div",{className:"grid md:grid-cols-2 gap-4",children:[u.jsxs("div",{className:"space-y-2",children:[u.jsxs("p",{children:["Ein ",u.jsx("strong",{children:"Agent"})," ist ein LLM in einer Schleife mit Tools:",u.jsx("em",{children:" denken → Tool aufrufen → Ergebnis beobachten → weiter"}),", bis das Ziel erreicht ist."]}),u.jsxs("ul",{className:"list-disc pl-4 space-y-1",children:[u.jsxs("li",{children:[u.jsx("strong",{children:"Guardrails"})," (Hard-Stop, Tool-Limits) verhindern Endlos-Loops, wenn ein Tool fehlt oder hängt."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Kontext-Hygiene"})," ist die wichtigste Disziplin: frische Sessions starten — vollgemüllte Historien werden langsam, driften und halluzinieren."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Kanäle:"})," CLI/Terminal, Chat-UI, Messaging (z.B. Telegram), reine API."]})]})]}),u.jsxs("div",{className:"space-y-2",children:[u.jsxs("p",{children:[u.jsx("strong",{children:"Least Privilege:"})," gib einem Agenten nur die Tools, die er wirklich braucht. Kritische Aktionen (Shell auf dem Host, Löschen, Geld/Deploys) hinter menschliche Freigabe."]}),u.jsxs("p",{children:[u.jsx("strong",{children:"Was sich vollautomatisch lohnt:"})," Modell-Routing, Hintergrund-Gedächtnis, Recherche. ",u.jsx("strong",{children:"Was Freigabe braucht:"})," Systembefehle, Updates/Reboots, permanentes Löschen."]})]})]}),u.jsxs(Ha,{children:[u.jsx("strong",{children:"Hermes"})," ist dein Box-Agent (Hirn = ",u.jsx(ze,{children:"fast"}),"). Reden tust du mit ihm im",u.jsx("strong",{children:" Terminal"}),"-Tab (Web-Terminal via ttyd) oder per ",u.jsx("strong",{children:"Telegram"}),". Er hat MCP-Server für Gedächtnis, Stack-Steuerung, Web-Fetch und ",u.jsx("strong",{children:"PC-Steuerung"})," (Executor auf deinem Windows-PC). Status & Verdrahtung im ",u.jsx("strong",{children:"Hermes"}),"-Tab."]})]}),u.jsxs(Mr,{id:"ide",icon:pN,color:"text-cyan-400",title:"10. IDE / Editor anbinden",kicker:"Vibe-Coding lokal",children:[u.jsxs("p",{children:["Jede ",u.jsx("strong",{children:"OpenAI-kompatible"})," IDE oder Extension lässt sich auf einen lokalen Server umbiegen — Base-URL + Model eintragen, fertig:"]}),u.jsxs("ul",{className:"list-disc pl-4 space-y-1",children:[u.jsxs("li",{children:[u.jsx("strong",{children:"Cline"})," & ",u.jsx("strong",{children:"Roo Code"})," (VS-Code-Extensions, voller Agent + MCP)"]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Cursor"})," (VS-Code-Fork mit Top-Autocomplete)"]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Continue"}),", ",u.jsx("strong",{children:"aider"})," (CLI), ",u.jsx("strong",{children:"OpenCode"})," (Desktop)"]})]}),u.jsxs(Ha,{children:["Tipp den Kram nicht ab: der ",u.jsx("strong",{children:"Verbinden"}),"-Tab generiert die fertige Config (inkl. MCP-Gedächtnis) pro Tool zum Kopieren. Essenz: Base ",u.jsx(ze,{children:"…:9001/v1"}),", Model ",u.jsx(ze,{children:"auto"}),", Key beliebig."]})]}),u.jsx(Mr,{id:"tricks",icon:II,color:"text-amber-400",title:"11. Tricks & Kniffe",kicker:"Was im Alltag wirklich spart",wide:!0,children:u.jsx("div",{className:"grid md:grid-cols-3 gap-3",children:[["Kontext sauber halten","Neue Session statt Mega-Historie. Drift, Tempo und Halluzination hängen direkt am Kontext-Müll."],["Plan-then-Act","Erst Plan/Vorgehen bestätigen lassen, dann ausführen. Spart teure Holzwege."],["Gezielte Edits","Nie ganze Dateien überschreiben für eine Zeile — Such-/Ersetz-Tools nutzen. Weniger Tokens, weniger Fehler."],["Non-interaktive Befehle","Keine interaktiven Prompts im Agent-Terminal; lange Tasks als Background-Job. Sonst hängt der Loop."],["DevTools koppeln","Browser-/Konsolen-Zugriff geben — der Agent liest echte Fehler statt blind zu raten."],["Richtige Modellwahl","Schnelles Hirn für Alltag, großes für harte Logik, Coder fürs Coden. Nicht alles mit der Kanone."],["Akzeptanzkriterien","Sag konkret, woran „fertig“ erkennbar ist. Vage Prompts → vage Ergebnisse."],["Verifizieren statt vertrauen","Tests/Live-Check fordern. „Sollte funktionieren“ ist kein Beweis."],["Regeln ins Gedächtnis","Wiederkehrende Vorlieben/Konventionen einmal ablegen — der Agent zieht sie selbst."]].map(([r,n])=>u.jsxs("div",{className:"space-y-1 p-3 bg-background/10 rounded-xl border border-border/30",children:[u.jsxs("div",{className:"flex items-center gap-1.5 font-bold text-foreground text-[11px]",children:[u.jsx(uo,{className:"h-3 w-3 text-amber-400"})," ",r]}),u.jsx("p",{className:"text-[11px]",children:n})]},r))})}),u.jsx(Mr,{id:"wartung",icon:Su,color:"text-emerald-400",title:"12. Sicherheit & Wartung",kicker:"Damit's auch morgen noch läuft",wide:!0,children:u.jsxs("div",{className:"grid md:grid-cols-2 gap-4",children:[u.jsxs("div",{className:"space-y-2",children:[u.jsxs("p",{className:"flex items-center gap-1.5 font-bold text-foreground",children:[u.jsx(AI,{className:"h-3.5 w-3.5 text-emerald-400"})," Goldene Regeln"]}),u.jsxs("ul",{className:"list-disc pl-4 space-y-1",children:[u.jsxs("li",{children:[u.jsx("strong",{children:"Ein ungetesteter Restore ist kein Backup."})," Wiederherstellung mindestens einmal echt durchspielen."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Updates können Dinge still zerschießen"})," — gerade bei AI-Stacks (Embeddings, Provider-Interna). Versionen pinnen, Smoke-Test, Post-Check."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Least Privilege"})," für Agenten, MCP-Server und PC-Zugriff. Kritisches hinter Freigabe."]})]})]}),u.jsxs("div",{className:"space-y-2",children:[u.jsxs("p",{className:"flex items-center gap-1.5 font-bold text-foreground",children:[u.jsx(lf,{className:"h-3.5 w-3.5 text-emerald-400"})," Bei dir im SystemDrawer"]}),u.jsxs("ul",{className:"list-disc pl-4 space-y-1",children:[u.jsxs("li",{children:[u.jsx("strong",{children:"Backup:"})," tägliches Voll-Zustands-Backup, getesteter ",u.jsx(ze,{children:"restore.sh"})," (Doku in ",u.jsx(ze,{children:"docs/BACKUP.md"}),")."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Updates:"})," git-basierter Update-Check; ",u.jsx("strong",{children:"Hermes-Update-Button"})," mit anschließendem ",u.jsx("strong",{children:"Gehirn-Check"})," (rot, falls das Update das Gedächtnis zerschießt) + Engine-Update."]}),u.jsxs("li",{children:[u.jsx("strong",{children:"Dienste & Gefahrenzone:"})," Restart/Logs pro Dienst, kritische Eingriffe getrennt."]})]}),u.jsx("p",{className:"text-[10px] italic",children:'Erreichbar über das System-Icon → Tab „Wartung".'})]})]})}),u.jsxs("section",{id:"ressourcen",className:"scroll-mt-20 md:col-span-2 rounded-2xl border border-border/60 bg-card/45 backdrop-blur-md p-6 shadow-lg shadow-black/10 space-y-4",children:[u.jsxs("div",{className:"flex items-center gap-2.5 border-b border-border/20 pb-3",children:[u.jsx(Jg,{className:"h-5 w-5 text-primary"}),u.jsxs("div",{children:[u.jsx("h3",{className:"text-xs font-bold uppercase tracking-wider text-foreground",children:"13. 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