From 52e042838f741d31f315ce330f82519b2a382224 Mon Sep 17 00:00:00 2001
From: alex <alex-t.inf25@ukwms.ac.id>
Date: Mon, 2 Nov 2026 12:01:19 +0700
Subject: [PATCH] Update project

---
 chroma_db/run_20261102_111104/chroma.sqlite3  | Bin 0 -> 212992 bytes
 .../data_level0.bin                           | Bin 0 -> 167600 bytes
 .../header.bin                                | Bin 0 -> 100 bytes
 .../length.bin                                | Bin 0 -> 400 bytes
 .../link_lists.bin                            |   0
 .../data_level0.bin                           | Bin 0 -> 167600 bytes
 .../header.bin                                | Bin 0 -> 100 bytes
 .../length.bin                                | Bin 0 -> 400 bytes
 .../link_lists.bin                            |   0
 .../data_level0.bin                           | Bin 0 -> 167600 bytes
 .../header.bin                                | Bin 0 -> 100 bytes
 .../length.bin                                | Bin 0 -> 400 bytes
 .../link_lists.bin                            |   0
 chroma_db/run_20261102_111133/chroma.sqlite3  | Bin 0 -> 237568 bytes
 dokumen/akademik.pdf                          |  74 +++++++
 dokumen/kemahasiswaan.pdf                     |  74 +++++++
 dokumen/keuangan.pdf                          |  74 +++++++
 lab_p10.py                                    | 187 ++++++++++++++++++
 18 files changed, 409 insertions(+)
 create mode 100644 chroma_db/run_20261102_111104/chroma.sqlite3
 create mode 100644 chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/data_level0.bin
 create mode 100644 chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/header.bin
 create mode 100644 chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/length.bin
 create mode 100644 chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/link_lists.bin
 create mode 100644 chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/data_level0.bin
 create mode 100644 chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/header.bin
 create mode 100644 chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/length.bin
 create mode 100644 chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/link_lists.bin
 create mode 100644 chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/data_level0.bin
 create mode 100644 chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/header.bin
 create mode 100644 chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/length.bin
 create mode 100644 chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/link_lists.bin
 create mode 100644 chroma_db/run_20261102_111133/chroma.sqlite3
 create mode 100644 dokumen/akademik.pdf
 create mode 100644 dokumen/kemahasiswaan.pdf
 create mode 100644 dokumen/keuangan.pdf
 create mode 100644 lab_p10.py

diff --git a/chroma_db/run_20261102_111104/chroma.sqlite3 b/chroma_db/run_20261102_111104/chroma.sqlite3
new file mode 100644
index 0000000000000000000000000000000000000000..290ef521f78b75ba295a772395fdb15ad7f2680e
GIT binary patch
literal 212992
zcmeF4349ynng2B-S;yFkayth}CJB(3SdMl1h&=+wQG$t`!v_fv5F=@1kFCSe5yuIE
zj!ZZUTMA2|TS{A?r7c^ww3N$I4|?wY=@xp>i<Xwsi!N<x3oW$t|9fY2jC>?%dTe1|
zeG+T*&U-xX_j%suJ?41(_H@f>iH{_bF)_`%4f6~PV>pNB4F<y;{P*C0@k5SH#UJ=)
zbjPzD&M`C`9<3sg?XQtIYwWMpe5z)=`oijE++*BZZT+@2))y`JS`Jt?o8M;+Rehl9
zpy^W6Mx&Sg6?=&7WS(IBh7YQlE6dhcYFk?wr6(;0qmmR0O5v~^9}Gk?(P&yaln%(@
zLo<i2>g@G*^!xe#jxF7Oe*Mgm)^A8jgL1f@PfN*IJwG}aPt^0fd%Jo%dN1I2_%G0(
zuB+qscJ-gTYoMR+-L<!Ct5U^VYTMcvWzB4|g~hZuL%Ae)<q4%DvDR;p!+h7ye*boV
zuU@QrJ{V1eM))n=ySCJ&S6gbGPOGwb7BQwvP$>KSuHOEEj_v}X>CyOszOJ3y`A9nD
zg&g&KDxD<g4~o%@ROeo0uHC+dG05?-bSQNo3VRBOnRG(^9f*mC0x9VLv=eZak54<e
z(o(x-4Wl%xqLxpTk5*K0DTnhLI36EpD<;K>*7<(_zWxd(g$Sfj6%4;~S3kdVpu3x^
z>paa|yVp6Ju;rS^q_jx52b|NxmMf_h1T-@-e+uYgs_AK#Rn%ts`9iI9O78V<^Y{99
zcKZAHQuGw)*VU`l8<EDfiWlpq1?x4Vp4Wn9kW#f(v>`1x5>1H36KEsdTBy$Ic~#vg
ztB$L4FF&51%QEVarIuzFE>jgfai9`asvN&|W;ChkNOXb~YCFXUDp{0@C>crRdCe><
zEkw&Vl$6A@6b`^8_ILI8`}#Y2c9)EZ-|FAiG0@%5cMkMILH&VJ6fN<<&aOQJex5jt
zf`!(XH3(6Fa??_CZRg6_tgw(U6>t`hmME>YmfDponXF&MSPU<ITPhH)Ee5YGBb>R7
zq{m048LcRknE6B~5sgZrw48`*$#h0qK1GbQM2o8vmY8ezY@DsKF%h;Y#l?6?3Pclw
z#7R^Hn3ctgEwvjrG74HF9RHNlQ+`%efS7VprJ=R3sqP{z$D~wRjE$1^QIehL6Cjde
zxxz&Y;_AGM%(Y$XW~)}2Mk?Ua{aEZ>c(Tcyx@3#8oeM0r>(((>YTcjil<sh0MeWz>
z&K%DYc!z_}#N`7Si64w6f?_l}u6mfb7@KMwx~Ray69*X-Q<54z421C%v5Z1DrL~4)
zoM~;4*V#@nlIq|1T|3dly8Y;}J3IP1JGT1k`A{Mrkp~0AsYE;g7pHkPJ{1~*J(L4f
zIf~7Xh+kh4QEPY3`Q}>x>e+Nwk|N+L9WHRrJGmszQj+;uuia9+dNp%pt7@^O6QzTB
z6?!TKAE&kI!2g9hQrlKqC8Hf4R}os2+0;<Mx0G8wPf*tp5&iL0CMoghAvjJEBPlfN
zG(RM!_(VK9jz3aKAN-h{9zvW!`Jfb6GvMkRbIr9KD`wM9L9~FgaA4m*$5Oju1*6zi
z%7xIv*W3!ig}~$Rt*DvmqR*}|*Y-JP6Q<x{1H}%%<f=;{bF!yZTWTE+W@1E@Z)%FE
zziTQao_e+*dNH^-=+U>K!nxz>ZuUV#VRS&c39a3p?1+I6CKAz^#umEHy0S0SMiYLk
zx%LA0Y<$bEs{}Nl^M|ECTh?K*)Vkfwm5fSxhIBIoSu0r25TSruccw^O=d{Xa|2dhL
z<wKLN=QZrgnMO<P`t?k<TID5%4rJt{6c|fl)L!w!RKcj?RDli|g%>}%ajQ=6nk5zE
zkZ&?qfxi~hnN+cxDD}2#8!SeybF;@AZN}t5tyjh%seEkAZerBY=9P77?aF7$M{GsC
z%HcCqDlBUqO-aJ(^*Jad^<Ca^Vn*aB+~KqywW89b@|Zx)G$Jc<A>VMQLnn%((*nN%
z6{+V7qSlp4#I%}ULFVSH{be%6uD8Etf4S;4(?a83)^3QBpug>Bg11>}8R^)Hp450M
z9JDp!)9NVrEl1g09q~lk5y!N?L7PpIFLW;bLvo6bi6c^~IQdI8loRpsL|jco28j(^
zg_eu1F_4xp!qeuD#RjbdrK$HHGA3^0xUQXj{@#Al3U-z1qY2oD!B1yDe-^*3cUMp8
zTpPEwch~O16unrZHm;+)A1ead(nc{<%La3kjvlOfl(TQ+8oeI3*DFeqR;kI|+~^8M
zydFt(;g{3f<c>JAek)YeGjUW?k(H>Z#i1KVJ1|DCR7<ZEN+iQ6eryOGd2uWQJ(WiB
z<so#67cn}($dN2JN#O<#TJ1>lWbn-=BD^~5!T=I$FhtdA6XtQC4jwWoDa@x6d{Qlr
zKPZMWnV2r?DJs{MPo@>B(lsabHyHYZqu3}lORa9F(<wGOn_F7Na5&QBX>D?bnw+lY
zkkX27iP@uw8b=G^*sM2kZ9rQ|vM-%T!nk!dt;Na|CLm#1oq35#SxPljD88H|#dmDo
z%6IPS9_ZOQ<EXifbB3Cs{9sUYdzwU#OLVpbo5Wyq#2IRBX~nAAgk&bo^r|y7+08`u
zCcW&%7F!(rOsR#oq8Lt~Drm@jDl<BoNMbywF4yrGvSYbQ8~tJ3E~%-xp2r|jgmP1v
zXc|AXxS|%Dn28)en1~*f3N{iSMC7<MR<IE<9!6b9$FU{_)6oW*d;$)yf$vJI7KCGd
zM2<!a1*_SUY(;hWB8hQcZT8@piNzb>Y9wA99gWH%ZR)3XkHq>&?wVc3B?(54AWV9+
zF|SsxCTv<7M2|W?o0dxB7rnNo52R*n-6x&aBS~Vjr>UjY?F~j;-ms^s(IYlSq_E4~
z)Z}zFDZwh}d3#pS^jt;s>~$oi7|1!&iBUOJsn}lijD~=mC58%Gd?cBOsiB>v#R2FN
zD(TY}Kng86#m#E6s$(nItXlAl6;JUq#0xszP0gVeS5vSh5){3W)~1N7IVeTKA!pd*
z3cIdbVImFj=7KSsNF_av!i2z4bXO@|O)Gkiu5D_U?%&td*WXu|(C8MXW?oe(&Op_9
z1U&t5ax4jOoL=ew#N6-rm~{RvkUnk~e(JD_s!+#Asuj*O#`=4%a;PO2jc2Ci3qXR;
z>Qome`LGlb;Vg@@Y|`LLRVa)tcJ*R{xVyWf)2|IPO7mc{KzDve_W;(GH>@vYgh2zD
zuCK3aBMgZLoKgb1Pjtppqw@*)#H7}<4-9l|O%(?=QwuK&hvq}3BU=5mGRfjhSsv0v
z$;UCnAN2(OtgkN%Qp{K%R;o*BoHbRPX(pu;ig-6H9TgX}rmP~7A$VbkcDyv}i?SZK
z9@-dBCrrgKuOeJO($k$#8$@}mr#pjTil?Oo?on!qgrH2x)97-Cnw`!@$>VXmy{%5g
zVl>w>d&jjNz(^!^>wEeV0-b-HMGSpUR!UZ!<F#?b7rVlZ-eynO4bSXs4Y|k=D$?Zg
zhFaaCII*3DpFaC4yCw=tL~#}82D7^7;(+%!-cxJNf9X1Rx&3RCf-+UjDa^PGK-Rsv
zx~ZP5AY-}Pp85LKKfzLtib^*hnrYdljdQg+-64z^y^ZchOeI>qM28+vOQXA4YH4-4
zCN^RYZu1}O(=<sG>D1ZOthy{CK4Awt+dR6gwJ8&Ey;Ge*MdhNWYDssdIANSo_5bJ<
zpy{frkhHkk)5f`5++J6>+2s|(&XBXIvDp(5L*z<+wH<#r8;8FO?DGuv_4ax8%k2m3
zVf$YDd3M46vi;}w@7bTSf8PG6{Ui4G*>AO9_qSaQpt(^3lmI0_2~Yx*03|>PPy&<y
zB|r&K0{?pimY5t2Q@U|96~J9_8Hru6*yONH3!YzNTE;NyRj{CWp6*ALUH8K@SNFp>
zNB4uRsWvUM6*8!<Hq|nWdSRU7%EvZa`PgbLA6qQtW3#z@Tvb&*Hkr!DMq~MyWo@Qf
zn@uf?+~iO0&DU<v|KH<IOQr-U0ZM=ppaduZN`Mle1SkPYfD)htD1pBV0V88H*vR}J
z5B<{*B|r&K0+awHKnYL+lmI0_2~Yx*03|>Pyom{r`~T_u|4po5S~W_55}*Vq0ZM=p
zpaduZN`Mle1SkPY00hYOf7Wg^*e}B$gMqvbkbWouN`Mle1SkPYfD)htC;>`<5}*Vq
zfj1+8F}7-8&&mO(r&aWZf+2_09By)WJf22JuvrQ^8e3dmw>RYUN*;G68Q&Zl!uyWJ
z&4t%GZYsV6dz1FA`W}CO$JUPi4$0l(aRyr?M?`XYkXvKe(b6P&9L=KF8FG1?ZfCGb
zVVJ4`dD(!}8j?g$#O(-6cvYgu8}T?=@j69^S8{tJp~jYwx3y`8k`H1drbKenP&_q;
zx3Y)Cr~_|SPsu54Ty;L)AHS>jWMt5u|9{+IfBem;T3RPcfD)htC;>`<5}*Vq0ZM=p
zpaduZO5jaHppCH%tXYQYoXmWmtQKrejfx>`qn48661o4Mu|HwJKl-5rC;>`<5}*Vq
z0ZM=ppaduZN`Mle1So+w0s)t4V2$lBTLmE3|80h-VQz2DHPx@1pRIb$w9vShwIk?n
z{+ZxyWMlDTE3};<ZDec6*5V$Yx-B9d*f!h|&qSlTT}Ra|X|ermOdP?!;>CSG8_K&L
zVz2SInn(;rr74@i7o%f~+v9E?d}@1z>SR#&gPw7NNU}F*X;VsdlhDE*y<I!|ca`d+
z30T-%_AG60*rM<i8^e|Z_1m!)L$z$md%_mOu_3J2<Hn|)Qlu4Iz&AI#f)TGr5?%P^
z^ftL8&aB@G74=LU)l_69Dr#}WL^-bRs2h@Sr^#TYT6(dPl*Cr(V?$EBv;#5pR7%1p
za9@hLkGi%?Fn&c6$(R&wAiEiNU<YGtw96+Vg}vPq@p|kg4pnRWtm7aNkB;-1loTf0
zttZvu_=937lZolFo}zMH`2mQmZV-zdJVBe+?QlvqcO|8#(jp9loZPt!{|CCe$(fSe
zl^a15?KP6kYo%7V)9Dl&oy{$+*s(s+<Y{ekhMJtN=8)2AA={2CqQ=oeI5z7|Jd}t>
z<S8Wka61o-TW3#Ntc*qv8xn`oaw0A!Whph=&hjb!KD=7;z;G%N52VsbwHj@lGt>;_
z2ZN&9(<FLaqO%3Nxdxjf&QNPhYfuVLNM_PZuPSVrZYHuf>18jNlcRX+Q>8uh?dg`&
z*gQIcs-PkBsm$nTBAMnvNRAKkp&=<W!jH-6AzqB8rKG0jdR~NaK)ESwX^kIRTv3Zn
z%tVeKOhgY#1sg#=A|IE=3N}Laz78cu$4UO!jas!r9=q5l8~Cm?*|eG*^CNOJS}0h}
zo@6WX!9*e|iE%znwg?7#>}cPh?tU$fjz;B>YPbAYl2i%SM{?KfGA>CldIU-FR3?eg
zLb;l-X=xBi#%I$~d7Igety}rR&i6!;z(FyZk;>a9&(OM0I;}^N#AZ)ZORL)(jJUjE
zPgA2uY>Y@@m%FLS>1<MhRnYVHtf1Lw716WTk(6Sf<xscMtyFBUdPYM)cE~Q!;v={p
zP7Uo$M5DMT4JHa*LM46DU`&dq3oSXtar)YntvtnV?cKGzNI@;Qts-jCea#dv=yYR)
z>lRm2uq6@{y^+?Yh^sj$MZzKMGL1c_uUlav4e{oJF`GywJq~Sq@RXytb@;5C5_fG=
zJ%WE<S6_c$VXO5MZckj?ZFt7*peu7M32>YptWSMQd###UucmJ9j*ZqUeVKmO=>inB
zr`olX-|Fx7_xt(Ij=s*0t$uAA>|)KdsK`y*$Gwh-=r6Vd5pBJ=EBz3fwd%eTajjVf
z#gtTNg#4g<5M2h@%z65**_D`d#-eU_u5F=Rtc>2FpE|6fDl}ZGfverQzDMB8o5B~{
zs0OB(__%<Jk&e4rbP+MZGG*g=vb8uscP1r~I9Mqn!dVtclLl8TfGdnGrtW!P&@iv6
z`23FU0e>IAVSOPZ3>xBMJiWfIjWFyd?yRx|;D#%m8l6wT^Ch*OePEz#YihQ_i^8G#
z6zv8bebFrI_>w%NiIR_FhCk{F{8?XL7NnT5KCDz1ZZ>hInUqc_qI|H&z#yK2H=Cjc
z9-qPx?RaU{7iB$eJ+v{NPMC^eUPbsU-cxN5<*{Bxl15KU3*4jB5(z<>lBdz-4mCTS
zjgrUXc6(c$ip6NIW%iD1J%Eu&?AG`6B?P*jU=}g-<Bn3YVk2qeh%a`98@<h*up6G)
z*&1?@Ar#p=KGf<K#fj}K{PfvZ*)>sEB8saxH<;BumwJZT9fH=JN#{O8YffR*Fyo2x
zPV!p&E>qRAnRSdm-IEn$EO*<Qti|A>6VrR*VzrLvibtgJ8EceI7RC^yx|;A9iC2y*
zwBSfIAr?>c`a9GiFRvdR^Bc-SmUonQwL0A)j2OL*?nX={TD?Sv9uIC<Z<bnGovw+E
zjHTA*Kh~#dk|@%tv#D8iSw?)q4wm@FnJQn_TE#e?=k-ptZn}!fMNid|?o3fpGphc$
zF8v>(stQTV+H$wJy{>Sx%PWSRA!k!#vnL{kJg&x|%N6uAx!q*`Z)SdJu%B0RC-)~?
z&hk_Ipr1D@f$I<2Ez6i4w+4E&Z7U0d{+M_OzV?7a4m;p1W^wk26hI_0#L>-Kh;u1~
zV*c#k?(Z#(QW9}Yy3%|L9~{SMWlRoBd{7>ANb#_Y=@wZX7{sIu<HKMy5hN3-IObZI
z;Wc>>53@Ecg0@Bw7Dw?^i#F33N~cFtn>TI3oINx`CU)>+V^|1^Z4x(OMFUgt)|Lit
zU^kw^@nadHBy*p?pJZATR!~RWg??Of$>`TN$Z<@RH>`KM+#YWe=Jg$0I=A|_VQ7)c
z1j(5p=@7gkflyb^JDhwy@2soi+uM1*u}<x3_{;v%OkBE5Jg1t8TbD`8sb=CSXX137
zY9?M?CQYZBNmDr!*C~T-)@5?aU|V#VoHE$fawhIm2J37r8Jqi*!8)C#OgyIy*6Au|
za>`(x?s6ul4A$u>W#T<`u-<Yerw+EMlu1(otTxinkC%1sNWbQxIh4vp4_(y4;J&a-
zr1N3w$}#apSdf%j!;+_|+1t|G<P5r--65%|#ntNaO5sq*?P{9noeRgm>#BtX$6r_o
zDK6o`?PGNj%Zl1ljO42mV?ub)uAN)``}oS~cxiv+(r_t2q|(-|uyio}Jih^hpnBE+
zs<G<$z32LS{pA3@tFJU>Yvca1vh@Sm<CU(9S1ex_^w&s$o&jr*Cjmeou_%K+tWt<b
z5G!?!ZqehFBv&Zhh;epEinygnOOv<7E45^WIZ$ffgj7&!VFDMyr4uZ19ZF*rZ$ygA
zho$LiJ-@5Bf1snA@9)^s?bj)cq$NqwO^V6T5I@k@wR1ZkNvFIU^m1b6UdUQlkGc;g
z#TXV2igRuCnnu|OrslaJnZR%WU8;^+U2#f1!#Qn^T+Xj(v=vk3^66r6ZCs?aSqx*4
z>k%bUY>8mj8EM3dePgi6(-OqFiPbfP-?6#^zrw7ul$E1cl8ztNM(7H+HaeTW!d)U)
zat!*R;`9Y>&gl}p&5e;}rwdL?Yzaxt-bT?SHiz6zVbRqXIkutNvdq?Ztx(XAHk&LJ
zGn0Y}zGI4E>*kb&VXA(nt4)Z@v)!2{m!(3dt??C8t3%^0-MhAwJehVTq%PQn16UaC
z@9OdQ^>_5_E=9pQ>$Z-8?tZ>=pcjt5KTwLIB`!`~%fi*`n(K^9%w<W7_FG<EE>>PQ
zi!DW0C$U<ovrk#ee(rCvz(Cvp%9>$LuIvA1UNF(G`l=)E!Yrgh0s6WAiCmuE*G+Rz
zZ5-yyp@`QN@&tpfrsgKe<qS8qG&PENw!byf;%!pg9J$h<3~1{f99j2h)Gd5CQn>UL
z6Q{V6X_x%8SY%$Lxkou7W9CCH;Z<A{DNpw+uJ~!Gbr<`*A-Cwoj6c}i8jdtKHMh0~
zJ<Tp>i>p}*dnIR>%>U{8|KF_BeOfO{fD)htC;>`<5}*Vq0ZM=ppaduZN<bq(_y41o
zKnYL+lmI0_2~Yx*03|>PPy&<yB|r(h`3aEg|BU@b1OCwuB|r&K0+awHKnYL+lmI0_
z2~Yx*03|>PyeSCGW7xXN*S%=(|EKf+H-&m>B`5((fD)htC;>`<5}*Vq0ZM=ppaduZ
zmB4&sovm{IuU-Ft*kFH{BBBH+0ZM=ppaduZN`Mle1SkPYfD)htD1m=A0^1nVfTNDQ
z4wHP2x5Y?tzF*uXrTAOhB1OCY|4oDaoBwPzr1DS#lmI0_2~Yx*03|>PPy&<yB|r&K
z0+hgs2&^{_*tE5Q<F5{A^Z#cI_GeC%BRx+EPy&<yB|r&K0+awHKnYL+lmI0_2~Yz6
zlmynA>Ks$<_b*=kFWwEH-v4h)81RpNC;>`<5}*Vq0ZM=ppalN*1a6qiSO-?H1M_c7
zN$wVpGuR?IB9hDFz%J5ZM@y6BaWsowXUOGox}CwMQ7N2=iE-vFCvz$1$k8Kf3&XqA
z+RaDSYWqi%qewaxkmF(L5cwg+#b8tluiYFGqbaF=Z730s$b&d@^k{t{4I&?ul4&VC
zL#lK#Q<(^<BGH7H4n*ZtniOzQ3Sn348In#daBXT-3`uJ@LxhwZm)6#=Ep0^}h-BiS
zw48{O4AbMIB-ThgF&0OpxELcpQ&Jqau!f{SIw{6ekwh{kC2_V?9k4hkYuS%xaAIUk
zOb!w-5IB|yOVL0fqfs#_jt(Wol;ntIqG>sbEzUDy)X^iy<?bFwx6|b~=pyB!2r()j
zmI5U)k)2v8f^I0D8Y9w5kpN@>{7j(&&c;TRC>{#LC3$ctm`Ea(vk8@r1X7Zi3=QEY
zi4xDm0_h>_6(24{2#V>@P#}d83o%mT@sJuNHI#@#gGh#SNr^-WL_~refeo&s_&}Ga
zSV{_L>L8L;1e}b1O7)yc9htbM5R?>*xx6J3_$|j(L%`Q5SrU;|GpWDO4ugqAlq4qK
ze_6>88r#ql>sY(4RO_-FCp7ITt>VpP*{MV(iFO7+Xm;zuiBKknwuct+PiFE^VrU3v
zN%VHACWt&znOG361eyG!JSYk+V?Bv-r&!y`Iqs?6mpF-|N9q0lfBR0J=12)p0+awH
zKnYL+lmI0_2~Yx*03|>P{G$kv`~Od7g;|^bf5l+`%0EgnS`H;Z2~Yx*03|>PPy&<y
zB|r&K0+awHKneV{1U8vg4A=^{jh)O*V`To%+V3~m@2777{A=0M^ppT4KnYL+lmI0_
z2~Yx*03|>PPy&>|--y5l;{fCIw2IzPFyxS$!%cW_%+u%yHcLTAV~fk{_J*8Z$>V0#
z>;J7GN%TbAj<D3|ba=cGkE6Av(e3a`Zf_*i*b?%#Hj(H5jrLUr`$P62e9;djKnYL+
zlmI0_2~Yx*03|>PPy&<yCGdZcz_~`VVPFm8KA9=^h?EiIgJRs#XmmBYnjB82qtV4T
zdNw<qn_b=>7CCJ^*_>kHkeHHFV<O3pogusJ3=zzBQi6#iVpxjFBM@i0T;%${(SE7H
z{)GJ&e9;djKnYL+lmI0_2~Yx*03|>PPy&<yB|r(B0s*%P>j!_~@<EFUD+MQ)X39bV
z3bUO|!t#;;x&CkC<{IoT%{9z<e$F>)8fxZnt=w4%q900t5}*Vq0ZM=ppadv^H$8#n
zHVd=t3{=yoy#%{>O{-xv9GPRaFtr9N&Z#fip4eltG8?bDf<z7tC9zGx=Hi>dcZ=~b
zu7&X(;TT?_kC$lUS{A>faCwZ|jrXgI<9O$OoZpd&%HohdBq-w)Kca^7VL2*}WJVBi
z6z|=S5AsnFNz*(s=aKW^V1`dgK`EMv@uN~wON7W_8L#mdWj-cF#b`$6g5scz;9_0)
zOkBq91}Ql$rW&{%Qd&xC`HFF_r+D3sAIG&kzH~~>s~}2Q{4sG@4&qdNa3~YZ#0O=*
zP?V^vIHxN&of$#&7=%qkr6FF9lU)l4oKY!0E=8r3NCefVZs4|LM$$50hNhEoNK9r@
zr2KI?Hj0EnHR@<tK+q8fK_Z+OA+Kz&$QkHRZGaS0B9}^M!g2$*+6?t?f=1b*`gQXQ
zVgnOrR1u}GCsAfmdN&jphcG)NU0QC7q+QR{NgozRp-Vzf99ESaEX3i%BrHxyN%71O
zp_5DzgGm!Og^QVd80spMO3M*VWnmecLVz=(R_J+G5?RVANTC-&M%F>13lg7*B9CN1
zJ5h=ZtI<`X$Sf^~MWRWVAk1Vi10Acjppy@lg-sx^odi*DM?q+P(Q57Sp81h-v_ieZ
z32be_kHO^CBCubF3^9-wEEY<J+J?m>sXqaO9Wa0!EMmY@XgCer98;mKLQ8ld{xYM*
zrZ#I$twn~aMiZ>nw()8K8l6R<MdA5U<KQ|8q+<BAO6gP@A`y$l=~}U<w&4^MoI)Ez
zos#KHGLv?we+&BOh}xxeW|+8=umlY?pcy1%iJ=6sFE#71T(F&@A0XDuC#Aun*U=X-
zEJjIAns*>Ae@G0=a6`HZlv}iB2*iJ3&kw%Ys~REH5*Cv(pH8F^2>H@dj7W#0lJ`M_
zBg%nob7h0d466-$WJpfJhO}BYa694OWbH4%6?DR+HI}pp3n1=AYbIgUQbl<Ljk(x5
zuuBOlG+2=aG=U<MR&(QuMG?THLh*62fvaIGHr0=-ra`X%+w5Zo`w#3d+rMuAnEgxk
z_uJoQzY;<8LkUm<lmI0_2~Yx*03|>PPy&<yB|r&K0)HKW8WXdODJ-(us!dESqphl1
z7n_)k<hWu%)uKi(EXtYHC{vf;s?<!h<sMVD$+nEq)_RPKOty{8l>Atm$yRGq=l|sT
zKV$!f0srWS5}*Vq0ZM=ppaduZN`Mle1SkPYfD)ht-cSTKFemw*K%=(*-!~2P?f-8m
z1yf-u0ZM=ppaduZN`Mle1SkPYfD)htC;^oKdH?^(ya|BJ{|)ohB<t{({9lXztJM(t
zhZ3L!C;>`<5}*Vq0ZM=ppaduZN`Mle1m1`QIL>HTUJ%^K7!5Vr`~ROc;OYMt?9aXt
zt3+j{1SkPYfD)htC;>`<5}*Vq0ZM=ppaduZ&Qxo~<NtUGq_uo#vLRG^{$F?fpTeR9
zC;>`<5}*Vq0ZM=ppaduZN`Mle1So+wDFO2Sza_>shPhv!d;6SU)qJXEy!yiGW!z)j
zTW$TeHP#m`_gW5EHk;pP4pn`i>Y(XT(?;VO_E+p7wv%~+@f$v9crP+gmaVbWwze`#
zPg)E{C2T+<g~QmOB@oF(qiN|-Iv|G+%^bR_v)A9z@8|nFwsiaX_0uDn*P2!If6p?A
zc<VQ$ux&)Ro^1LOtLH}t<B58HcW+luNACsv4*v!E({*+H-md<0cMbIOy}R~yZB?px
zOKn>lqpX>&{$cFvFuiU861?(61k_mTH^^bWYiGZIyT4a2Ry`k#CPE|pmhN3!>e8z%
zwN9s1Sv-pv(<LaBeSTMO|3F7~K?~EP@dJHbJGb+Zbjk}k>Ur$xL)3c^`|C(`?p5a6
z?Q0l=91lx}QU|b2i4+hs>4f?_5EBmtQqln+4miulryX2rsa>;%QJPgz%O}c5D=N5@
z!}$#yj}Nqk{WXYX@%{dN{S{0K5lEpb7=GujetzdbcQ;qpd78O)uX8qG%QcTlY3#?5
z76Vz!3IdgxXq^JJ7-M>xWfhW7KVPVUPNBX2ZT?>W&Q5<HUy7ar>AHHgDkIXkR>@*L
zv|zm!)bm=f3@WN-iuR%fN1_R_cmi#%8<vwuL}!YrvwB`tH_ET$>fFnZr{}WV0cZJm
zX?Ec<RnZd%D)C`!l7f>+)y|A7H64>qumXW8Mo`J8R7A;0D$i?XS!p3!zM-TfrloKI
z8x-|-_4xbxJ9>7PjELXr-_|kE-OqOp^g?O<fl?GL@xacmJp+E8IE;dY)|a&kQGjyO
zQgdzR%Gs>2kT4Z+7LS%Ft+kfgl`EO7U&UAqFMeAp5Uwo-uPq~-xs9a9N2M7pE0mb|
zL?{uBN};rzh-=AohFd;G47Ws!s}q)(YxiuNt+Fu@_KH1@;vp#zO$-tzQ4wHP7B9Bc
zZrsQyXpQJxrktMgv#J8bl#?nAt<_C+7ipPn$|J@`Nt-FjPV@;7*m<f{;i3g`b>2nh
z+OBo8RjW)R6>#Z(EcPxu*<?;#vPId>1(w=%>zFIGE>?F+cet>k_G@)#j%NwH!$J1S
zI*^h0!Du2VMx*1Z*NKa<sm7s;3M|;02r3a%k{TTwD@pMb0afUxwAN6JGp!BsI@>8m
zQhgr3YbTmmw;!W|&W^s$j;;QBK9q<@<iWsjDiIIB?P=bQPlbkH59I(=j$-p8;@6i%
z)Y_eMzPZ-FdN!SvqzJf5hYOtZPA-YFlw^L^Yq!*{Ud>#obs41-rGt4DdMX7Ur?u+9
z|AjhI+g4g7qa7Ys5n7bl)KI~<lv_PdP}dO={n+v>De>tcI8G5GDKzUeKP0C3L_9i<
zKT=5_{Fs~`LYzVD#TQpI;OZQ6&9xmXX46hVw1Bg4VBbH-QoCXWqu5oyPzWu2&8;9@
z2s{qoikhh|`s^BWZJ%Q{VG15LP#gr5Ty-gAPWH5FORdAfOpNGVcIo`o9BL{go_e+*
zdNH^-=+U>K!nxz>ZuWshVH`lZ39a4!ZATGh!RxV?9T`pdt>)Sb+_Uj5yRH(jfX*M5
z0&Q7`#Zv2bGgmSy<r&h=5M-@jJwt>7Zrzz8ah=mDpZ(`#UX~9{zKC5p(`cz(zn;lf
ztGvX}fsCA#0%J*x+ADsTDi~FqD$pUL@Zv`|mYp_8E5;$;WUc~#EvB(?WpOrB>QeO)
z>)h<|Mw>BtQ0tX3NGcy2vzr)ow0UKnTD$U@@)286uX6YdmBQ|TGYyXPVyYX7mb<))
zk%K-S&qw4a+~KqyRdqc2n3zDFs8Bf6p%cZ?X@TE>iq!K3QR^y7teaCkZdhoz&rt2*
z9_Mbf{o2-Vy~|o<37Q`_FRL0febjiD(ag3m2MzblePXU_$|A_!Q-1%Qewy8dC4lWN
zOYI(k$<9%ymgV7n$qS3gq&Oacg9)g!o!Me+EZ9KT&aM7^y0Q6e`KZV+Dw!=meglfE
z=XEnIED)TF8J#|e@9Ha=hjO;lQrm-?Fek1F84VZbN+rJ+P-}YD$=3t9oMbIZj=xxk
zQb0uwb~IXQ`%r_0C$51uPo1q2bthj5Eu)jHhkkZktcpIYqBhGnS!#C(jM94i+F%g_
znx3sD#g&{Bn3a~viEB}G+S%#`ORXR<6Pi<-t@PQ#*Ht*Y*<uykpU#gL-Lig+QA(}$
zc-lY#KxT4A6{!F6VTFok`T_-4r??$Zm6K7%W>b~E<dVRpmb3Om=B7_hrXtg`C^UC{
z#1k6Wrg}?l7o<Kgo76hzF}=jqClXqh`nWRd;uS^K1ywYO^&2g<en>3MCUMCxOqaK~
zsyk~-D5X8Fw53=@SxW&GlAd-JoM{iEY*ah_vNWaD=aeKSLqh>=5_zKY8!Fn%3@g%D
z&eUbMe#1z`Vgi2<!d5H}^L3WmUAq`%(+R}G_US44@Jy@cg#rr^)}O3^#rRl{DGj!C
z;{q(>9@f^4l@%K_5zjb*h#-i$l&(LT0Wpbi=E;g!$Z+=6?NDQ#(y-oAyL~&OTyz5I
zX1>T!fQOT3oUBxT?d5>wXQHuporK1*eloi`l68U8PgZ0Sd3K7rYXr*jGc2`dpUo(p
z$EP`~T!w;3C%R@(XeRng2YQc*3oVHeDGq}d*5hgdhV!xYr*<hJQMi;)81t8|H<T|K
z{EaRp6ecWx`89;{f_SML!b7<1BlNlgy{_<vyRM)t^=KD6w^urlQ~)c;8EI-STN&I?
z;m=AwrZUp>v8cY+Qb&d}tp{^;*+#dz<aXu48AY2~oa4B{6r?CzBq}aeOqb-Zxl~lX
zxKPZ$IO^8M*6GBk9GYo#U0jZ;jD8T8W)exYPuJ2*@lb+Xh*z`Ff{JroHHfPt_y3!@
z-3D%G?);j8Ie(~W!4LYO1SkPYfD)htC;>`<5}*W5l0dC#*%^hcr$?lW7#|el4Wr?R
zZDMED#;dNFx)JqmF&;)Fz9Sry<1&^9#FWhMD5T?dW56zsi%CS-k%`LUkUk_R;}k!l
zhVx-LDvo4E5OGwDlJRa-MA9^m%z5NIIGDlxf<Y;oiSf8^MN5RpxMd|16=gmqMR6yi
z%mu|k8No%t$z3t(RkO61YT$NAxHDACSB!H#BCf*8sWFisM<vNkqlF?#UIkIg;*W{L
zauCJD2Zu7jOngx03q^^#igUVh)0q)Ok3rZ(R2t&tcqEaG5jdk#d|Zl3DUk@OPu;+6
z$&93Bz6?z#<B*ud1y__mF2_cZFsMcyEei-b;vh(b6C)W!tH>GXP&a@SQzDm2XTov=
zXF1KZY*R_ku_6pj+2)D0Q1<%Sl-&)*;l>c?S(lF6B56EzQisJ+=#WqohgIbU3vu``
z35yd#Qam$6s3cRwP|^g-h!~b)@(6A<iF0K_X*r^)DvT@Laqvad3jOX%B1<_1DfA-9
z$T~=LK;jco<dF<0CrXiFExKwHS*7K$NHhr3gLw>Qpj*`jbn?NX61ZI^3geRbj)Kto
zqSe|5VXoz9g?fh*Dd=bnrmhx&>&i03KwdHd06Q0lMRIo*nuC<Y91ys{A_hE#2GhV*
z=^AR07-^`+iCERftA*KgSCo@4*+17wcof5@$*<F1h(s)wrE937+DvgnDDJ?+O=YNY
zI+M(#9qQkLsyU)zDV-T6-XbhP84a-XWGpe1Af}{d9hM7bQf%tPVEH8O>Ml4IeG$WA
zl;os20MfXJL|i4WXxQaOtLdD$sF)b#o4u;NK?7kiDPtKkjX=nUWpN@Mj!F&&ZHnjt
zX3UjsCo`<J-H{>OUQiUNf!hfeCToBBt)LSo4X&gxD4Tc?twn@YqZH*4wAW%oh!4V(
z!4c`xfF@96(rRv8u_ywVR46_!HgGJt|DU}7-~QW^bnrA9B|r&K0+awHKnYL+lmI0_
z2~Yx*03|>Pydelw8&@!ervXe=keIdqg2?T`9sugW8=?|aNJ@YbpaduZLg1FASH1-w
z#$>qHV=!3%Xlmp_8HPQLWk)2&q=+mV6B+YaN~e**?`$W_#%0Ew4Ov-sltf@zHihqr
zt&9=t+lVoTWyL{!w-}ibhO;f-n5|~npu||CQr5t-$lT<=m}SE};v|fW$Z#G-+R#I?
zw;oxXonvHVhEvY)D#!qW1RzKT1s-W)*{H~{7pel)EKtr=wltAM+-9XySx-`#vQ-dD
zWUPHzez$r`S$uR+4a+8pplzz4T&QQcvY2JlL}sK<AQkGG8OC=H%Z?$nl2Po85f>2{
zHp3VjxDh12)X2mUBgnG+D1I(tj9AJ?03u>h9|v<8qsWCAc7>5iA!lIX!;H!8AP~&i
z!zd|+SQ#UeMDoof5*su!WB8F~*#-_t_JRpWXH%-^=9=Xj)jBB>%MOZ2+sd*-JY$|P
zATK~$v|Q=zVp$nUvx7#4$PhC!4ao2kQl@DFl^m8)n=!>sK$^}T0ZA0Vk&K5By&pi4
zVYa%KWN1?QNqOvm%9q^_J#&m%F^rJB7g>Be7R{?af9}d%S{VzBOqgMfMh2RmSg%oU
z%2tD5l1S2~sbd+ClboSR=yb_)rM3a&iNqZwS944Dd{VSId#H&q;u;0=vZ$bx!z?R8
zp%aT(R*E7ACjn=TsTPz;<3u}S#HAa?ymI5kj4`b0Viaiz$SoR;w2>KQtX>GELeDNm
zRz#Jc5o64A2!%LfzAVcFA`$XTt>g<xGSdWN5luy48aP>nLU0ur0gWol2^iBL<WmGF
zg(MECY)#5MFa>MH1&T0DNm3R=D`+rtNqIPv1*|whw3x7)+uo_L=k2qp*sQ~-o{BdM
za|=QUP$m$-d>DD|QT3W_(By>DQcR74B9#qB1|;H23vj0yZjclT&O{CiW5gwGhDEJl
ze-m{;G|aF*wdz-7d5z3w5P+2`SDdFBui`_c0e#|h#yG?i*k09ACm5uLj+C(07!aCb
ztcziXNDo-q^I0~5R-&w6j50@>%Me-t=<uj|7;XA=rMq60BWuzM@)N;LS+p5Krdw+W
z3R=84#8|WLov?ILaWrm{+itiK9tJ(G*g>0PSkxON=fN`(N=ryCT-I=&0)GQfVa`hM
zQE*<StW7OIf$NA5GVES8e%7KnunDM4wOIrcO%AFMP0HD%&eo-<9b?2LKb+~)3?&P7
z1R=&DA_g%Ig;N!C&In^1;bII6$UMI06GLKqRc7Yug1K$k17{<l^(k;ALl8TQ_9mki
z6SXRIYqpWp8d}UUs0d@kMMFfYQH?UY2AL7(c(GD#B_P?02pOv~P>{`<b&=F@hJ`9J
zP`Kh|j4=pfQoKmYGwj8r>01|~Rz?PO%0hIwE2UYrpzIiYtQ2RsHl_2t06D`&G+QF(
zVb`i)%9^2OQUkPZQvEE{K=53|7;&W-2g9nc3akanw_3B#l}0ASn6{$qFod1cjmA%m
zakW+{7zYu-0qui>vJiq2BU%Y}2oG#RLxZQ-m+d9$u?n5UXwjaO%VDgrnu&Gb7lpFJ
zDiKo_Iv<Br69bG9mw1uUa%i1s3E<O2+*OPb*GQ2f2}g^j0k;QWEFoZRR$Z8sWacVH
z(se`_BQ7g5))BR3!uGT6s<hdCnyqHVg0w?gCAPpsN#Ur31kb3nYs$?o*IY6zc$kO+
zqd=c#%5H*v5)t8=(1+G2RirU%eN*-fQav^S#%Ll*D`UhJX+%XYAQ9`^L^{eC!-X{u
zL)yn8wKXYF4>2fZD-p?Bt2R&ccHEE_lX$grw2p3>YTUTMjKq)}{?~k%_$3%ttE!s`
zcmhY7VbMjQaC3GX#zm}VHH09E;4+g;jf{*hL~nyqxz!sl4xR_#<A8wvB|(}uG?^r|
z?m%5gbB3ZI#3-tSdu$k1B>XwEVo~6U(PNpiJGJHtuZaH2)Pa5r&DpB#S9TE9!=QG;
zPGh8w9%K!W2cYyc1RT$9Gcpc_O_6xqDk2NX+%(b07{|~zu+Rgdxrp@-BgccJqsPT;
z#5mt%wc0E;{IPPJ)ymm8v&~Y&S@5IUYO!)SX|>sKWVKk#IK+{S!?A_4AQ^&ecKksI
zqLQ4{j1Y?)ku->|9+AwDt@^1();Og`!r4OU<dhXLNF)w9;1?;(rj}_jLqv$j*(}v&
z$Vg;HglhaoESoBgnt;fPFvRA}X4{-<Ef<oL)mmdkIu7|;ZPh5kX10*1)ewf9SL;AP
zm^nnYnX%X30*n(~*Qmop967ZCqqhIwFAVlq?Z2V3e=?M&A4-4{paduZN`Mle1SkPY
zfD)htC;>{~jZMI8Vrm#8tA4R;mC07asQ3RHxhD*B*VNpAFZ!VbC;>`<5}*Vq0ZM=p
zpakAH1SSNd$#B&b^sNGK(6<Uq%x9s$^+o;B7X_#<GWg$pQNYB0+*EkAP}E6B@$Cxq
z1pse~7XXmw|Bdz+4E8_RU&0stPy&<yB|r&K0+awHKnYL+lmI0_2~Yx*z#E%DmC<OJ
zH_=?hlCSD2JP|N&;(T)dKZBS5(f9wov6V}urvxYgN`Mle1SkPYfD)htC;>`<5}*X8
z641Z@kIetc`~T^O5}*Vq0ZM=ppaduZN`Mle1SkPYfD)ht-n<0p{Qu3XTUs+pfD)ht
zC;>`<5}*Vq0ZM=ppaduZN}x!9&i{)f=r<)m2~Yx*03|>PPy&<yB|r&K0+awH@a83;
zzW>j5wW0bht_xrELkUm<lmI0_2~Yx*044B`A)uVSz~W#oR(AAAv7i(V%kjZf;6O&o
zNNgiME=M`op$0obiFiaFY)Bo5%4vywb@uu@`u%)=$ChqCUyiQj640Xa8#o>xIm~zM
z?Duc?_wu`YyLvi$FW`6hFQ`|~X%Pd%sYE=GN+<b#|Gs{%u8nJn1S66s5(&B`Z*#;M
zZV5)hA#aP<*(kQSq!w>>?|h5H)_G;^v>K2KICT{`S(yvMrlbRb;|iRV#IzI+h-tpR
ztH<Bh-_f(1-?^)w-#O6T&2RN@>lo<n=Q{^_d;L561EnZhZ4;wXQcTN<cnL@`rFK4@
z7?ndRgHo2-2}nf9ObI<Gh0=*6zomQE7A=|-4<(2))yP^<OiGJkF)fzJhTY9xZ#WWm
zxm`i2MQU+3IwPKNb0h@TqNk<lnhWPymN6H-t+q!^8Z;B2O^#wd4l$V&#~rE6=x8FD
z*1>f+_&#Y=MExW_Ee4|!AAxMrq0wj}EQNVB8DGqWKPW~sQmTPND!&*SDx8+0QcQ}c
z`9Ue2;${3#jK%q6VyvE*;>eQJOo~M0kW3<-4%<nKay-SuM3ZtMxBejsh03Y48o6lQ
zfl|SmXdA}l^pIMD&La5@a=4x!k;d!lh+Ii2rskfBrxTgb5UE2v%#%XpIArJ32|fk<
z5}yi*Q878aZd^qh>Ds1h&%dv$ufMO{VoH()G(yvwOwmI4UjH^fjH=VGOPzwqb(*3f
z_e?f|Mg<Z9mAB3;<aoLeR%n`9CXr}DES^9E@76+tiA1zAHff^8>UHhh>fgtoT=mej
z0uWSf`nz@>heA;kZKqTUiXh$u6+dxFh+7XumMPWod(Q>viZH&buhjNVT_iw1NqI`@
zDGE~x_}fUL>iHyP(b+^%8eLGOJW`{pDbnba#8y|x85BjQr_~+th+%I?Yz{@F<|_1W
zto>!u%en2ZX$Sw9E{~Q%2~Yx*03|>P{2wB4Qw>vNa5IX1&22R+uIX^0e|9*Xjz$;X
z=-KRaZgzQD%t=xhFJnl(dDEt_6cIDgbm?1iw|Jbv7ReEjTpowV(-?NNG)W#uv*>k(
zTpp*}8Eg^@n>0BZzxTCqVcA`*@1aZ15?+7c<GGJt`)d0IA9;KG>vvq9KZ7#}<2_4#
z19yxHUuhL`)?Xa+9bI*%aL0pTK{)ui_E!(TlJl&3Sy=n+%;dz#UBZHS%Y+ZV<5J;Y
zzbNLmoU=xF_y4T%y?E{2kA{Bs)%Lv)rGyXfcjdXStrgDnTJm$-zOnfpE+&j!@`!NB
z=JRvEbxXpRZ#dKU_1~VGd+k3?%iTM0BzNJBpV|DvmbLkopS?6$-I5W!uWaxg+Vxf;
z{@Bv|rguG`yFONxf9j00@~^-8P2r{ZmxK%7eopR4`-gHLKkws{uYC8jxv_g*5|+NY
zz<0m(mfV^x3-iej_V`||Gvr6Ua6|6u`<jIhPbP$8+aJokxaPF>I})B;{EQpgpL*#|
zA+fqoP?o<t|Iohg<aT`c!@2I8KhnPVwszkq%o}{qzoW5zm3XeO`L(zBp4s1-Z+QJR
z;d9@(F#pk;o^1Eut>hDD{i*Gvx5e}KfBKHxwKWHQzpvjZ-2134-+bM<zQ@Af%~iWE
zZ@1rhfpF8gYx0i@>xI|8a9!Iq@A$x@r~TUO+tT0cyRd=DXCGeY;||ZA-1@8|_ui*I
zm3!*)4+-7ZwE0?|i{}6H*$3Juwmmd?$J-sbSFYP4jI>34_dN5-$tUWr%C#6}-;?$M
z-@(i^!kYO@d=Fo7p3nHq;dX1^<L%$xdyBB;)}8sAvf^ag(2&3D{&d@m?|N$UJ!f8<
zJ1}3&Cs#k%{?QlC5cc+bZ1TeOHTg?6eoJ`jcZVnM>$*6%A-FDo#tokme%tjgxsU(U
z<NMu^$@jTChJ@<;3qtb+mkT@Jv&MJdwja08O)T?yFMCzk^qXgLD_*@;*#Gm|T=$30
z@;x@#pI`8<`T5uH`e|-!juEye=jQKy*V`Xk{N+F7e)hp@@<(3V<#WAfsqdUK?{1f0
z*zEg%p>GQ3bUo<1Pne%~9bA)N`mrm0gWtZ=#}2N}Kl9*s9y{Z;@8+zJ{8rd-^X+Yy
zt(q%*^x1C+ZIjPVM!xdJoOke(!lxfTGk?js&rhB+|NNYHp35iP{7UZ6?`{;XdFAGO
z{?@g=|GLxU`?}4SfB2U7=AQojlat*){$cL$%WVEDn{E}pH})3az>nUQ|NQqC=Qq5!
zCimOn7jm`cU**obyej|W|M~D_*LU7AnR89#zW3UT!h3(-n7{CyRcAYc&*!Qa-kDpM
z?9Lxp!}^Y7f7pKH{bAwL&u<aVW9PT8GB*fc{My%ZTW)^W<d;tWZhP+cp~;`zdAF~3
zuRXu(KU3}Bi13r+xqr#8S|9TT`x|_#w#O##dEhzW(bIn<9N4fnA3XgdLQ8I8{>y<|
z@~=03F87%~4+=kf`t1C`J8#P!e%CFNk$tZV+gIC!$3OPV_OJiz^}>g?y+t^jd@{H1
zJO7sZEW6Bi$DbYfC$IhUWUcGzob;0w`5Iw;?z!r9!m1zk<iA<Z<o3LKd+zl`&*yHd
z{lsL|h0EKo`Ta}6pB}y^cki8#`|kUF#<%KUp2+>{1&4G0_ToVP>hI=+xlf$qtGa%E
z-X5|)cH6fOPd@OA&rAxpXM~4?AIvpx8p%D~{M@AXr8?g$7a9bQ;kDe(OJAD&a{pDi
zPyN2i_rkohCJ!z7a?ZDOtM3Jt&A)cn&)Pq}s&n#ZkN!OOoiNjW<Bfs*{HOi7$G@@a
z(Ifw_U&!1vkbm;Xiu}DVT`Fw4_WJgRvY!{OdiN6F+6z1Lzy9NAb2rw%nq!r3=IS0C
zoE-A~RPZmDn}6qlyL0^ZR-yaBujFcLdVI&$e=v8;^R+(fx2lBgp1HpF)w}ZDFWuDs
zy`TE>bFY8$v3>g{CZ+d$ul?|@xG&N1w)S8A`%&Rzuiw&s)kmMrg%@XquGPP9U-dw2
z@;mje-1n~CG5J*L?%dNK`K{o!n|uv%<7Bk=IpLX(KTN*;lB<Qwtw(Zu>V7r(rNJ$^
zy5^kl==C4UUF^TsSG97E@7%4A`HpV)=O3uOA-^ZIB>xA;&BF2tL%uC}ZNBs2ZNAW>
zbMg%nb%Jr|#`dF%<U8_{PY8RNv-AJ{gLV1CSAS6WVs^dnr6$EEz4)8SFJ5yvf9LQA
zCVzd4E%(;99THyu6`%jzd!NZ&|IRN6FCIRW|MFKmeD8nym+f=MGQOd^9uhK7zc>H6
ztIrVr%m1vf=!e7Yw=|sHeog2DliRv?b@aPkN7kk?Sb0gV-MqHgH#CffBWvr|hK7=f
zn7BEd2xZ7Z4<gLI)8GDhXC^K4#Vr8$$4h$v@?mil>u<<mP#n&Th;cqdViwEdM@4n1
zC@RK8KAaKx6jqhc!6kXfl+GkGX@~lk50eby`{Sesl+u~u3~~xf$ghFlEhS@#p+vlx
zcUUfzl#+r{G!x@vVoJmk(I9%xq?nQ`${5Ca5OR`ZnW!i??2qq|hQzR(Bt@0$FeVPm
zLA4I@2$4P}$K{w9<(s{{Di1OclQLGB(g;LIT8a_*a5R#M%Hj}?#X&4PsVw%#2@EZx
z%&<((jSR`jl2j04rwm~VU;I`u3X7-&76!HKcugLSY*<DyK~Wx&3yf4bQ5!74>C=EI
zcx2LQZu{eU&P0~@xQK$+)?>WY$l}i?hFt$=?Dre+kA5ftN`Mle1SkPYfD)htC;>`<
z5}*Vq0ZQPXgTOAvWKh-}Su1AJShh*axX~p#9vICe2c@-})5(lfzc!E_AH|Qg{^G4R
zsXgRAvQG7Wv5a=NQ&$`d1#vOD_NY4lw;V9wAN^1QlmI0_2~Yx*z~74iz5Y+H|I_RL
z^!h)&{!g#})9e5A`oDG?z(4r<KW_WT#7EX{ZY<3IA23)R_<Id_XugyHB|r&K0+awH
z@YfS~+YVNHfM6pYAh_E5cX@zd1W(!y;U>z|m?*{_jeq{1o$bxPSt@Yv`F`%k`!l(9
z-x?95b>T^0k1hY()jw&!=l12k7e{yd#*U2Uq;|pg<bigf`}U>2mp<+Bt@&4@@YA3F
zscq2xo6W1!wZb(cg72H3un7;p_3>QQy^ALwIp<Dc*Kj-^`TRugOG}%5EB<h6{+<8*
zZsDHJ&$oYV#Wj=fe(IK7<ktPUPhb3@_D55Db3eK5e&3|`v7G<XYbHBBb5HL3|8DU8
z@@p?X`oIO7^IsjgL|8Xj@B8X+U2PdtRleuT-^=}rn-kV=xFP@S%{z0yJ1?2P-g|An
z*JR5r>7J86{OO)N`^xRUk2Kuo+q_+TWd28=%02xH-e+}x`qAfayES*-y{m+eeB%p~
z_kDRm{>#Dd3vc~lYwpNZzZMRi_M7$(J+&^sZS;@14cj*7zwtp<IOlGoaMQ;R`93au
zOt|Tt&kKLt*C0IH@q59&dw%|=yKTPr^tf}MeIo7q(K~L)ec|3Q;jU*pb4NdPUv5eC
zV}fmCv+wnveO}0HeSPx6?)uypZvW8a_a444XZXST{KemXpTHb?q^(!HB7fcWm$a>T
zXqWG{m81EP{a3;b{wIaQ|NZ#n!7C06!jQ#x-L)R!>7HYGDeybtss~>aE`9J_!tZ`_
zt+4#7ZejT0J0@G=Kg=zB=YI%yZqMd?FXV*Jc36cEdJg(tdWCQIEFKWPvEmZn@<mJY
zk9_1%?&*K+&#mcPlkdO&*4*Mnow?!1PS4wR1>4{I>V3JF@9N9fPX1f&o?l%leCV>>
z?KK}hD<3`f@%(>&e|zrtbtYf@>}Px*+`iWLy@QVn7hbf_x9iwxxvqyTzV=v+?~hLo
z_|CcUX5Y(e?#X@b6KUVxXWuS-#(hlqOwX#v4y^pQ+yh59`o{nCBcbNC59F9X-6LGX
z?|E$Rw^rqAMvvugdZ5F1bnr&u>SM9VE0$iJV~^e>EFQT#e>-<Z{>J-0E4;d{#uxu)
zOV0PJi`yRhSgWw|Y=`e-c{XpY`e<(OOaIk=!EM>xORo&%zx&99uz2h{xkI1$m=L+F
zBmd_W$8z6&|Ml&!Mr+$wt^H*F*fOK<@hfi^?oYluf7y?Bw_BE&e19B1JHP&s59J(J
zZ_f>e-|2hn4(lh4hAZ=I!^OU#i)!*scUpYUemj)^<S!=Lx7~9_{%bW)wm<i&M&AWv
zw+bJ4uEl4$>zBFtZ@EEuj5$-7Gk&S?YJ6k+{m=CZd(3amE$=v*3%uu!-1pZ#^~iqZ
zn%tw8oSlE>(wNV1@gqXpwZEJ^WZN)V_5K?t`xZXm9{a}s6W;Ra9$)IvM<@6F>AdzI
z?7lAl@{!wfpLz6U;eo@a=YR0_K>jVy&G!xb^j6{Kn_Kd`p1dWuXKWxpqWD@be)Q_x
z>z8btlst3uJ6^ilcY2>O?^^Ko{HHE^NJ#!MozH*m1CN^Ld?x?G+t%eD9^BWSS$CH2
zu61t}R=g*ezax8AKDFn{{QVPG3+Kh27alrRI~n4Z=I{Q_G2dzJ<GvfeetYg;ez0ir
z?u+{Kd&9?sLzn!w@YY|wH|Mc_>akzm%=?c0$t8%9V?xLKs)R3I__$zr^oiUP12_3T
zbNP*vw_4tpyY7{5w}&ozHs^?NlXrH1@3GF??rMAA`%m|Y58o>M&r|nIetJhs`)_~z
z?OfYyi+!7ay*dBF+y7l~JTl*BxMO?!gZaCJ&v+xb*H>D6pZvi82tT;ytL-cOcT7HT
z&$n|gtU5dQtv&Y%`!9Sj&#$_@{nb>P?-%*KxkHzonP<(P7P^1_WbP&Z0^jpDR0}`7
z=qr;yS>ww8@aD^epM8B*{=xIVB)s?V>A4>cygxVo)%ObrkKCO*c;F)69f`jD!=L_<
zFtTHL{^AAmC%=2SqkaE(^TLN8jOXvX>$2R{b=JuP|K1>6dFE4X=dM3Hx9$0_KK9(U
zl<?lutiEr*_(|cdH`n|6n%>bK{lr=M?3e7qqwG6#_ZcU0TmEPe?)}pZz84d1`KRy8
z=04><nm_08bHZ77y($cUbaj5+yp&JcmT#YPpUEdLU)NsOcY*JPdw<dX)z7`2``|_X
z$9(_&17T;)+b3`MLA&qf!4}`K-+mx>|I+J(KRj`B`>mg8@_pdB&3XU)b0;?iMkb{n
z-;!VWqlLcjJo9ZKykxJ>yZv3lum5}~|NFDN!aL4bC$zuMlshKABIM)C%TE!^{<J{1
zI4+WV^LOZbj{Wg1lGcmp@3WuwtU$03seEfY?w!vJ$?9$Q<KzVv>h1GlSc=IbxV;{C
z?TcY@cRsn(KP^Xi6g`N$`^gh?>ca<_xO|X2Lzfm)xZQnM63-OKDF{*_g?dMQA}S4$
z#}&#q>nBRF@!|<xFNiz$)yEgoa#$Qu<0IF>!OZ^nh@{@Buagml?nuN_cx;b6h%o!}
z5?K8hDaX?ue&EB2loZF!|4}@FfJX@Mo(&n2ATv}ajt3^9;;{OVf%@bD-Y){|goy4b
z02Hr2*`ZDG>&wr6R8&ZP0OaT#`!5Z~s{b(9e^T`yRbTk)M<+A~N`Mle1So;O4}ry;
z(a=b;W{gIIkzp8?Veoa!(ktJB5AF`T*JChP|7dFDLK%iVjb%q9#-xZW8xtAxSxTpo
z!S8G*%f@BKoDEr7JZ+8$EX$_wJ+YNB;(0g3n8UK-Aii6S%m~BTmT$~fvusdetWhaz
zU|D2t@?XrdVIFZ3Mn+^fk0Nd8A=z7xEY8j`GBU#{XLuE406_u}B!dEvG_h<{WY`N;
zfoc{gXDVBoNFr{t(y6Q`sZ7}_2qiMszAV36J*6x@x~PU_lSI%qRZuR}vs_usvS}hS
z(kGA#b<GUpyN6}RkXp$ocE*V33K=%T7#p||B)-(h#1SLNvivB1E@F&$v=0G@h==@e
zFqbikT!>*;7?~7u1|~ktnA{Em!JIvel46LJF)~Rc-%KL0K_fGUA8D3t;E-f5n1FOP
zrHXE@S-w%NlOnO~pop}sEIY(A<_QDx0<=ZTmCi1fm60?%Xk>^CF(cD}3@;&NnkG=m
zVHvd<Q|tt!>Fg1ZL;)PhcnHz^0TdZ#t7}PyCZ(U0#}24`+5ONn$Cwqv2+4bq#kXV8
zy!!L!uH2=SvB1cL8P;fIpy`SA8ug}ZH3%k&ByE~HmH|1*8JdJnmn>Im8$g~&+(B|R
zw`9*JMVqsSniyk{0GqI=pp?TbD?*_Yi&$2QA_pe{XN{>Alu6@6J7dIyqKtXv#)}za
zSk=WS(h!haG#Y6mGs;-K5K4ufU5c!TDnTR0nCB1*amIXEmIp*4<e6H@7m#G83B)3r
zioi5*vI>RZVNnD$sw^j9OoNb55ug;3IHa;QDf7S-tQ8k1!ZamGSq!b9!OSJ);Y=2=
z;snuR!ftMRr^24M&!%Ft4x@T1-Ym>52q8e3KmhY$<he)HYqmj?6G}@lH42JUHW(R@
zh$}6?oo2W}QYbhRIV_BEkdHDfY6bh7r~{&5hV`jczaq<PWHy5UtW>$;Jk@v=A1V##
z6Q?uAA)dhYs+KyzAT@NPgtf+i&=g}`3_C=6z{;M_vI(>jWd&oDInrE)&<a3@N7ch<
z)2A!l^{O0MlU9(Q2yV)v%@8u(T0>CK;>97xnsx7lrIU)Iag*G3!;SDT=yAmk+8o28
z-XJ*-o{3OeLUQ4<hVvBo8+ZzHR)UX$^D<>^Y5@vdM|_ZB_p0%;7R`Z8KxL}UBA94$
zP=#nx&L(xXE=BDaBOU_AnLf=>vQS45VjLo35aUodRWav`Fvbxs#;}0Q<7+-KB(_&&
zX09%n+m=0WHWFH&0#`Bwv9oAzGHNkVt3tPC8%eF9#Vmu0Fh)E?j7T-AQD)a5GvXXC
zR;sN8BzqAdV^szUvRSh(k~+??P(=m`SKN#d&o|@1i=;fmUQC+4bs=hHWKgFpM2EXl
znpF$Rj={%DafWMCI?oG`Gh9ToC1M_StqP{B8EPgqK<g&e&q56Z&qa(ej_R9~VO3ZK
z)&k{Qty$+vBNJjwTTylx!p`YN<0r<rTB{U{gNWdO_Q63}2tkPvt%N&-2R5Oh!BgzZ
z_7e42g-&9$Xiv)JFjiR2#5(YcLfK)Jh$#!5k3*`70mg`jzLC*#Xq{*Y;L}9hRg4i2
zOd~}SjuuS=ZV$j%LcrRrx-cop%vFq}>xeK$JZa8YN7R-H+t0SE(q{K*wwe_S(hg~r
z*a8zJg`*M@JfqUCDL1=ZbIGvaVIm5Q0)3h(y9xG5M1*TXA6lbSk;bg`P1!R@_1FX$
zqlqM~j1kYMBPx0UiCEtz(ox13F06SN(mocctx17;h(Re^iAdI3wRxhq<A$`D#H*d7
zb#%*A<4zN$Wg$8IulX?XOE9cfRW}px1dcSrqKiV|=Il6(i&)KS2tg9TWhR*#85v)Q
z-Ug*|t2bU8JP*Lf0RjC>f;4YvGD&LPfx3|93`IeRQB(=f^E0eS_;Y5(qQDcQ$1-Ji
zYRwg15&e~^1N|17vsKxz>>#R#LG6T{#z-AK$QmFIK<Q}+IG){RWE>2eBJsFYL>7{{
zX`+uYj-hX0p$9~B5$hjDjt5Ccj|bZk<9w6VYO~nz$I5Y5D`(@(HcJg>!H;UI#meEN
z)n>zy)nYN@5Jxr+#}>|lWC*g^@dqJ@N^(*&LM(Db(jdBeL^4CR>Zcl6<CGc+XA7m1
zQ&z+vkvQalU!*XbTBgMe5g{IDvs9ZQBas;qs_`4KY^pSB0wOEI5SufbZF8!%Tu4q<
zYmF7@IOK1&Rig--*+QaLLl|;itpfpJ<`CItW{idf#_N`1;5h$ub@<3I1_mGP{{Mu*
zk|3e<LkUm<lmI0_2~Yxm2Ld<Qt|_e3yl;uYV7V3RG-4PdDzdi1vKWz#NUTY@94i{E
zDZ7A7d{}OSQgswdEr}$~@QjfcM_B8SvKCVfq_K7?8O#d8i0A51Ixr-XSaY{>7-J{a
ztXMZ`Iqgt0=H@G13YkT*rU{HMqZsyLbQY6Xu4QG?h4R%RF#8`x9{aN^$aofIV)mSt
z@r~JNCXR0mi^oKWw}*_;@!O~_uOI+(C5Wx8X0V8Y$e1JZVb<zAZR98h&M31ALtC7W
zlF>HHod#jZ^Z<1jL2WQ#W!Zz6PBkEAHKqw{&Ei_6%DIyaNs&1S43kpHL>ylj=>wX8
zdf}vUfW)`TDwHTWjaeShVHSf?EXP_`?#s@_ppji_;XDg!9j-G@_wxu4S@WDM(n149
zOymKq>YxVhbPVc8aoUqLkclO7Opxd-=6fj!s9-WAvrB5{)SMQ!ZK(Dwz$_}wv*so;
z^+&RBb`6QZUZEmlF#`;u%IeCN1hIGwxuf`rITn<fZ3cP#RN5FLuI3=%2o^)2Ws@?B
zfiG)LlG={4W_K3CNHNwLRe9k|4_RW7M-h`uH}OUEiE_t~V+t8zGM<6dRao~B@q5jg
z;7jtwi~!oVDnkm^+5pPDQ0XF;!wwL!tuYm3oKzdrWI`QN)DXVL38k9NOU7M&WS)YY
zFsFqc_5xB6zcAr|#bn1+eUr6A6nY7!PbrujnPsVVV_=N9WQW)+S=I>S0F!tTn!>CM
zcCmY4(^;5WNdyGu`h!G`$PhUwM^ITJ{&rN0!}n!a+GxPR1Xc%8znUdwgCQ%7BP8kB
zWEmrdgR{s?7I~gV^o=D@BBNE=OBw`DXHj!vyxoK}dlB**LcSa{PSRlhiWX*4Fp-N8
zdt;C}%FUimjEaS6z$UVGO~`X$a!|pz+KezMN9_SvIdc;M#vZ|f1Uq*b3}=LxcA98m
z1u2!ZG!%D`d@mu36~r>)s4%!@ji@jtP(F2S0>95tn-&Z6AT>*pX)Hpq1_Ebd9WGkO
zIlV5`Ud#)Kc8NV)N=i2=Fv|q2C%do?`NHzZdL2<_7gj2u2vatyWh@&RR0C2;fI(Kt
z)Ru^;Hdsu68`5Oac2Eg(c4-|JDMSKi1gjHl%_3D7YMcpH6+@k)vs~-yQQ~W$NNc<x
zDSL>lI>0{CSd?MeRch%IFm@=+JgBTCq2?`QiGpYjvq7+!N16~zmJ3)@Z<1)ultpsX
zQjs)8VBHOsB@0d>(IK1=@eKQkk+E~JgiQj`e8R9_=y#BaZYEW;wk;w4lNd4<+=y2=
zh;ZTow?XU_Yd-9NE)U}OV%4(E*~Q?PCI&hOJcn3zA66}*M3FH4I1*$RAwrVmv<7~K
zIMr+qS-*fFXxVAj?9Gyvon);SU#y%%Rx3z7VTU3Jhu|cG#56Y}3TYIF)J9=e)*`PF
z(obMDAw|Snrm8D|MFwIH$||Hs;mUf%lZb!80y9a!6SW}c>xl7MmGigbAjQsIs@bGw
z3CmF-nAK&feOR+g>fp@Lc;_xJ8ZJCPdnsc~^Ta%{h6v{kODFoDz_K8WOUlBfrjY+>
zSD^Al@c-Z5wTDGntZ~^{m%VUHL_t7TQ84AAm|3wiVdW)J#Jqy0fRekyA_rI%wWHrI
zmWUP7lb1}>%!Bs~H81Q;MS41AreznqSZV1=vx|0B^XdHFZz=7M^E~ID{y7f|?0);r
zd^7L7?>qA`^ZUKu(25>85G?>uuP<dm58wkWFGpby>Mm~7umtb1QYXg=QV?!bPM5)u
z8|cn=Vr0Mo599*NiBO!kBML`%!(u)prq5wP4A?&oI_j$h1_Q=gG_#L>7lJ#*QePk+
z4+@OI_tDw`qzi$`(c%IlCeOi`(_3j)j|sPpX5V;WZjHIN4U=_Bz|<Ra@|!RP$AQTl
zfj3P2X)aFZkwISwuv#$D$3@7lF929DwWrCs*%CsNdYbg30K71F#|aab6k1N}OBGZi
z7A2@O3+DJ(#V`e`F;RZ10_Bom$VFMHZmfCW4SyzDJD`e!t)amdT~1vHT4)GlL3*$y
zF#oS>6I}Nf{I}CuWUB^RHPEVoRt>ajpj89^lLqSC?1t?D*k8o%$8(FpUQFrJKQD@p
zeg0-qzv+ZbkGxl|*!3gN8vLZ3^hsBB$k#*MetEJ;U-`b{e9Bq*+>_zr-Qr9hn_+a6
z7>D_*m#<g-wzm~)y1gOW{IXb_{c0GWurN_9Fn8ps4UhAWpD~E3M@Nb1tFdC$=%>V`
z>ibn*#4+9oBKNk7oyEfkE0nA67rb^xk@|ehVBY5HRo;B^G~b?7EoaW(-gL6o#_xV}
zpS+a1MkY3PmAC%VNo=!D5hqKQ%ZR_%%dz{L<lzgO)y}NP9oLfg@|a|!+NvGl(fhvl
zpK0$^wjWoDi?6&T?)Y|(yzoh$`uvk-{zR})8|rI$dec_^bJHSO>l-5FihOac;V~Zd
zd^?fvf9}BM6U*d+tX=Auf1Voh%M!o6F-oOfJ;uXlZWO2XALlveed6Wi-NmSf!_}iZ
zEh6*OaQV{GV~+k~8f40<XXM%0O)~kcTWsl2CPt2}bu>O@lZ!6z6qi;M`(K>+HQ#<x
zInIdDYX4h3IZI7(Jd)ob<IIL|@$)0S#NaJ<*&%ej2x(j;-=2NOG4TCPGXL9e`Hy{a
zg(>K6_2`URv8BkO-pdYE^E-?dp3cL0Ox;wu{Fz+&{+5H{rnm|6RMb9xthh*woM93N
z=S`N5&pzX>U2A3due+6fyim>|lhx;!%jE8i8u?r99y#Lb3KhLLNVch&rRE1aRL4b5
zwSLeVel>q<#<J=+G8(h{@zWir$awP${+dJGgytM9<M$4gwuwPv$8w)Mdg^J>DapwP
zv|T6KoDUN@-+e0cvr}bEQlqT8bU;Lm4U->qn5YhHIPA#rS2sNz%ha5$+xV?H-^<uT
z6V%6Ta>bxM<>IaLQF74zQ^fr5Hv8)$UJ?E7saE4+2CEMqS}a04)rkJ#gZZ-TWOe`g
z&C**xjb|8g)Eb`WFf}L1T@NLy=DwBc@U?jP`t(k+ciKHX_v%8`ZR7Wj_dedK(j!Y`
zdY3CIzb0BV%(zEf^n|O-x(F3|u23CoKSZ$+i&cEtoBkdROGQH3RyBY%s2#~yGJg1V
zVUuO<tFlLpPoCb`B;z)1kPTC_9fuPlGscyimhXq16jLwOt8Qrv_?gWf>9O1)DwFEP
zniqZY^4kk#y?HZt4>j^V)sxhM6$8}JeLWnx+Zy=VwSLiV$r*Xm#RGg+>4&oHu}sx-
z!#YP(cxO?2$9Q>X+vD6GT_>OYusS2z_>;^!aa_g3?e~8@#UpPSv5cpG{3$<v*KWVD
zd>0=+XTJaGh}}GB?N{=)CH?r<T@N>%+mbBb7~@pAM?yvX=Ev0PYqK4d<!h8@WrW%_
z^axMwKJvgMr$L?nWFJp|yI;oAb34`E%TK6x4IRa)ZE^hd*N^g^SEh)6oqJh~YhEbV
z{bu3sI11FxBbS?8+t={V7Ijm%AM`5YZiC~8qj6%?Q;&$fA9Yu8Lsp5bU(Yz!9e$n{
zyH^XT)i_>VEu}VLJpZ<4x~NTRbUb+>NxagtpZGAWot)HVK~vR-OZ@xZ3sxs$e2#eD
z>_0KKue#;MDt_$X=>y)Qwd%F{Ffp&)5&z=2RMGR~CRI}NkxYNWr8b@#teO*&Rr!{k
zeEtw8KiGWE@!S3p>K9vg)jNL&U!Al;j(f10|MY@UwJV&$-<dmtXO!&_w#e`0GB!r_
zl8I{XszO;j^hf#L+h(!+qgugltCd%rjl80wpZa>gy{Yok<>IAoU&>zR4WcYMUJdYE
zkPo+gU5;ZNgl*|OdF74W2S&g2h0IynMmm}{`cK`wwaHmh$(^0kR9bG7$lURbV}Ih$
z{HODW#JtZZ-g$J|qw4u#@5sC-=c?kTukrf_wiVjhJ}T~^#r*h=CGyb3Ix%-#XZ6;~
z?jo!2H~iIi#;Muy6Xd^3FY(tB2gt!mE5&o8EwXCJdG+Fwk^4svUnFW@vB)3(aa7J6
zb5%CiW%0^mZZ&SxqvD6NgXGE!gG9sMv7N=JZSrzitjPc8Lww?@3-aDQm3;BKh1ZGw
ze{2s>TokxB{INa2?<Dg7PW>PF2Nxe?_pFxdCza+DxeE~#fQRhcv-IcV|LIhr3u(VU
z>3$lXgkP*P_pfghP>B5mXsZD5{K2vZ`#$iL{~MpS-|{?v(Bw<7c_rBWg$2{;N&COI
z!T#qsfUF`s^bQ<;l>Fxh|Lfrcf28TfwMcWl3D-9VaC!<oc(T8}rLyah2ozs%L)8dH
zKv8Z8OhE>AS1ESi#2y6{)lgc6eKjiz^j!gNP#$>ucX^7j^T2i0-59apEGYL>P)tCT
z%Z;@od!e4U?7EE5QNeUX3rw3?Oq)5_ZxrqK@CDi>0s8_}dZy7n2rbY5Gkw_xzpbxU
z4YX>YRRgUWXw|^~od)V7mbL)z&w~GEZU^AKuz-Pg4XlXim`HIEGifP+v)l#DtYv7x
zO3R9vu?v8Oib`hmfrN`YDzjR&d6|;{$<Wn6^IVK@ODY3U*)$h3-U|?PCh`M*@-PFC
z4JUGX0b#gG@d>zsD(avC9l=Gt0JM}8us}QnE=mRN#6mQ4c6{H_df7nA%8-sPMa)`R
zGCm=N03>EE@!G)_sDyypFd!$TklhY2Yc@%Rx~k}NP!QrC3Q;Mz^Tqg{Ou&2vY5^>0
zcj7$wuEoqS5a<m9WDQuR3c2n<Gu+H-4K#B)3i1IeccFrI0C}8NW&rwSXNDob%9wfn
z-J~d&9V#;s!I|0$)N2M5p#h~U_Ar3dfW=CnCqS%dvIejgDmMCh1J+}vNqNAxO0CQq
zuXQH&zMaJdC$x`Ai?L;f#zyzbhy+-~ba<XwJ83Kx=v8?E3rTFRrOinRC?54xq@v(n
zdiB0OByB{bmO3&qF7|FH$<B;ZJbD_Tu~1D|_x3g|aZU<gdAl1I0%j_h&aB!^ZVlB{
zGSlQd0Q^-fBtfr*;4?-fUKcFE38!Kv??_Y*gKD#Y)w@u;5A18?0ys$}1`!U=thRs>
zXF~hLCibA&ZGq3>|1_L{wu+bmbvq#-MHIjhteQ1jgPvelg3sYVKmpx_ETn5od&`gj
z$hj1k_@aSMqAm~^svuB*fcoVyCm0MR%%l-t8*b=L01AgpK#VKMHUJTIrvWAiY0S|Y
zn+rI8W;v4J9*8nv6lDN^*Y1T<U`2|dC}rk2WCZRAf#6+EGGm2qcB58Bnl)*Wa1IaL
zVg@jIYZ){2A&8n8hLSPBE+;UL8Gyl3P2fFLz+nWrjt35^RT4-~2dE6X@`mAJ`U*^L
z8bkoG1PzM{s1{gt83RW?0R|vvMj5GAw0}5R(aB7yonQ$_thIM%l4cChOCi*yK|tzi
zSx_ix5nwSj0}yQK1NaK(filOV*TQb00lT5!Tf^xPNHPi>Nb*)fi$w39MO`leK)s6u
zEder5u0%9xG}M$sK3_y?M343`b4Oi$mFPv@Q7LFNJSbZW)h*SV<i(}FC_>+<-+(8B
z^x=VYz^0UJotPJ|O-7m2Z_!QAa>9M#k*1VDgY{?ux*Wy2nc;5~GXOilOa<gD$w1}N
z1_$*qDBqh#Er%aQbZg%`FFtY(q=J{5G)uNFjTgNBQn+K8Mv)L0x<W!GX<cdH!*HaB
zK#_}fMN>*pB`83M8bI-PQ1Pf0*s~qpYz`<7-8{pKPz?CP0^Ptj&!k+Y`$$%@A-Dt>
zD6}rH_iPjg2z?qn4XFGB<ifoPooB`gK>6Xau}~%1%7D=e%Fu9@S`Ad(Rl%%bff{Gw
zOg9({7WQI@ts-GTks((s2RM&mNsme@q4Ve(<zzYx2bg{`ou<G{1~14+MOclsxAZ(3
zy>B7^HF>l&VDvC^NK#80DsC5W8I(-y8#tOtONTSiNasx@f)75sqZ5*><o0Ahcnv0W
zIDqTIhm9IqT7XYq-+-tYkN~=Kd+p>YMjzbHg=8<Zh5@&|w+s3@h8`NZsXt|s^2z5g
zmQ<EAYeYa7)K*aJaceMZcWH?P+QSg}x|u2D1P#%HyC9JUTNj~)S|5mxLEYrN4}O91
z7Su8QuIHid*gw!o5g>$lIWu7Rg@+lY>JDRy(mlNpm1-bX&<)WCo<E7Lp;s5fj>N!$
zdPb7*G1hu>PzCg5)Ic0S2TAUPLE4Q1VOW^Q*8v@rhB<J6NOvGsp^4rYsFKQZ>u^8L
zBg|<w#4sa_5L%dlGZ=}m#J~)hBpApWWV?_a*GF`nc;zDXR~P}H1DOY<UI*2Ise?(6
zKmY^`5b{qDKZpRp+bx99BhhS&G+6=S2Z!R<0=fW^??J&wCSdIV{3(rokd^5Fgwhl8
zPp~~=0B``l03r5-;N!<?qly68(;tEP;O`@iV0%j#SOX!*WHZ@x`Se1G?r%ex$cq<h
h3q=S69pViolh8<~C;;LP=v7cEy&w~QK`5X${Rh~`2h0Ef

literal 0
HcmV?d00001

diff --git a/chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/data_level0.bin b/chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/data_level0.bin
new file mode 100644
index 0000000000000000000000000000000000000000..5efb1b9f398d64303b911a57992cc0b9721a21dc
GIT binary patch
literal 167600
zcmeIuF#!Mo0K%a4Pi+kkh(KY$fB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM
z7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*
z1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd
z0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwA
zz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEj
zFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r
z3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@
z0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VK
zfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5
zV8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM
z7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*
z1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd
z0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwA
zz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEj
ZFkrxd0RsjM7%*VKfB^#r3>Yx*JTQ*V00961

literal 0
HcmV?d00001

diff --git a/chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/header.bin b/chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/header.bin
new file mode 100644
index 0000000000000000000000000000000000000000..bb54792626c8e16cb8f8a2b989bd1998268ad65c
GIT binary patch
literal 100
rcmZQ%K!6kk6U^#ig9x<1XsG;uC=h`16`(YX|F20q)m`+uJ<L1+CpQix

literal 0
HcmV?d00001

diff --git a/chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/length.bin b/chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/length.bin
new file mode 100644
index 0000000000000000000000000000000000000000..cb3e1628bcb246bfc7b4a4b378b1586758115f3d
GIT binary patch
literal 400
NcmZQz7zKkV1ONe$00961

literal 0
HcmV?d00001

diff --git a/chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/link_lists.bin b/chroma_db/run_20261102_111104/e9cea4f3-de01-45f4-9803-5e35fc08c596/link_lists.bin
new file mode 100644
index 0000000..e69de29
diff --git a/chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/data_level0.bin b/chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/data_level0.bin
new file mode 100644
index 0000000000000000000000000000000000000000..1e47b3b2ed0e0b6c6a0561fba31ffcfec1ac6467
GIT binary patch
literal 167600
zcmeIyy>25_6ae5rnFii~TOotA#twGkl>7>bfOaKUbT{#kjO}s4ct$IlWraXnt+XW#
zJO!fIj*bo*dMYX&fCiR3b{r>GveDLjwq(!Dy>rf)?;QKdA3yy2`_|Uhlk@LqFQt=9
zuYX?qZ0ptD`oeD?J^J>W*PlN4bz@)n@voo%{wnQzxZL~f{M8Me^j>}*6(PJk3~znd
z4c(nE{5*7f?Oqrjgb#+>Uu>^-?hV3TuiG9B_6OmpNDEDXPAHGJ)4i)rose!UQmCEK
z9W<eKQow^S*lqXsJA<@+I0~)1aW<;sEW9&`qpZj$;gfh0=lT48d?O6UVfbdabLECq
z#=Z2uT1vNnQOd^B?qI!idzGo)^uVdsgV1`fuJVhjR<&H0eYbymitf2YLQRjIax5fT
z7tb0-@hn!M$Y#fJTu+k6QIkHdP|o5spB;y3EMiDpVV)J)yvoXOn3Yvs*43TGXBagB
zW~*vjXIVMVs(Rc2kFpfD9qwjjae8t(TcsG~=LzT8VK%LcP{er*Wp<p;t1>m>N~&?3
zHj(n8p2obrN^>nruXAHdy6dGEYstsiNgU<n`T?)Y+#lQ?{?>NfkK_Ds(T;r5G@{67
zc@d{!uOAks2_cqws7|YNF<q&$qA^ZKlX{w`37&;`9Lr@}S5B>_y~}v@IB&L0PV({s
z__?0_-Sv=djClX;_0o%ZewwE?uByA%vU7Xr8!Q*G!~5YZj$)drDu$&@Skf-%eUvA$
z!<bL<^T}P1r{PMoe)*m>>1jOcY7uQ!aO?7qpkbYT8J}y|+h0${z3s5Q{=;-cfB*pk
z1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs
z0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZ
zfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkL{MuAthzWe3t#}C_2A8c;f|MREs4`1HA
z>YM-p0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF
z5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk
z1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs
z0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZ
zfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&U
zAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C7
z2oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N
z0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+
z009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBly
zK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF
z5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk
W1PBlyK!5-N0t5&UAVA>%F7O{N^mLy9

literal 0
HcmV?d00001

diff --git a/chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/header.bin b/chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/header.bin
new file mode 100644
index 0000000000000000000000000000000000000000..bb54792626c8e16cb8f8a2b989bd1998268ad65c
GIT binary patch
literal 100
rcmZQ%K!6kk6U^#ig9x<1XsG;uC=h`16`(YX|F20q)m`+uJ<L1+CpQix

literal 0
HcmV?d00001

diff --git a/chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/length.bin b/chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/length.bin
new file mode 100644
index 0000000000000000000000000000000000000000..df9850a7c37bb19b951b5ea4ab8e5d92973bac50
GIT binary patch
literal 400
zcmY+AO-{rx3`Q%l;}jNqW`~g2A(jX<t6639l~}FY#I5qf9EWRgJe&?w#3qX3_<hgr
zx=#f0bo&0HC(0#>4s>^f`U<7z8J?re^o9{x@)=HFYLUI*bgz)dib9cfz*J}J{%AjO
zMXZ)%?0^U|IAxBU3n%J1m6~d~-%j!kpiWm#nM<9ThiBs*=*TH9<Dyr#m*1q!J%<`8
zB7+hSVuP6Pzl;f?ktEgtIXHdg5nfV@`kUd5N&0ODnVWqSm54x(548Ch07<AU#UAaY
raBO~dn`;nTk`e}_%PyR@Wn4gYl2)5XNxPLvyo<>=-FgqV-A(rc+L4t4

literal 0
HcmV?d00001

diff --git a/chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/link_lists.bin b/chroma_db/run_20261102_111133/7992d001-d7f9-4176-b985-e722661225fa/link_lists.bin
new file mode 100644
index 0000000..e69de29
diff --git a/chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/data_level0.bin b/chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/data_level0.bin
new file mode 100644
index 0000000000000000000000000000000000000000..5efb1b9f398d64303b911a57992cc0b9721a21dc
GIT binary patch
literal 167600
zcmeIuF#!Mo0K%a4Pi+kkh(KY$fB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM
z7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*
z1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd
z0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwA
zz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEj
zFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r
z3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@
z0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VK
zfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5
zV8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM
z7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*
z1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd
z0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwA
zz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEj
ZFkrxd0RsjM7%*VKfB^#r3>Yx*JTQ*V00961

literal 0
HcmV?d00001

diff --git a/chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/header.bin b/chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/header.bin
new file mode 100644
index 0000000000000000000000000000000000000000..bb54792626c8e16cb8f8a2b989bd1998268ad65c
GIT binary patch
literal 100
rcmZQ%K!6kk6U^#ig9x<1XsG;uC=h`16`(YX|F20q)m`+uJ<L1+CpQix

literal 0
HcmV?d00001

diff --git a/chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/length.bin b/chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/length.bin
new file mode 100644
index 0000000000000000000000000000000000000000..cb3e1628bcb246bfc7b4a4b378b1586758115f3d
GIT binary patch
literal 400
NcmZQz7zKkV1ONe$00961

literal 0
HcmV?d00001

diff --git a/chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/link_lists.bin b/chroma_db/run_20261102_111133/97070c02-5683-40e3-9349-4bbefa120438/link_lists.bin
new file mode 100644
index 0000000..e69de29
diff --git a/chroma_db/run_20261102_111133/chroma.sqlite3 b/chroma_db/run_20261102_111133/chroma.sqlite3
new file mode 100644
index 0000000000000000000000000000000000000000..42707e6c120e22347d5dbaca43d26a804a4bf7f1
GIT binary patch
literal 237568
zcmeF42Vfi3`M`ZAS+Zou%60}xE(wsBSdOM;*}4mkqa-G_6Ff+O1aXp1wqgxOBaQ<B
zBqxwSfHF$in?jf^n?!fa4%$M?DwI`5Df16BWtC9+|K6QWI(Z}}r7fjT5KDUZ#`k{T
z_rAAI_u7wc4kkD%5RHY|1Z6E6TSO2=M^aQ#QPCv$R|o&(mkmCs<uC9~C_az$aZ*wB
z=H6ly*{~1AnQhot_E1@W>2ak~^?UR?bsf6dB_C>U(r(b!X|C1yif=65s6J7>KxHRC
zCO46d#1n+OXqT9IYU*rlh0{r-S`w@`#BpIS=l2IAU7kQP6iRTL5}u%c)9|4)8{6Cs
z9d4?lVR5sYnm2r;dGq63SI}QYCAe6)it6o(M60M(ZA~o=ZO2k8+{Y>}S5{K1n>v=S
z?ChZ0R<3SZk}9UO74`K*YW7I7`Pl?JOt~m{#sQ^6vF6PW`l+VY4)-#5n^LSQ${ULM
zdZ@+CD;HNLW@#(T=91K;5yTiOLALB;n%X)#8=A9(hDM`0+nZXKQGrC<4sujc@k9)v
z-^hlNT%~oUrefJ_q9_>gbDQEDLSRoGHkpWu-#uY=lPAt?0PT3p`Ok-JoT06lJ)1~5
zL{ak>@}H&`aLI>L^Ys+GKwDuhg0xO`xYu+PFv&(hg^FOP)|DMpYiDz_zOwNUO~q>S
zNW$i89_A7(;_fjI4V#vVPe-7MfpLRC%c+K@nOabrq1UsuQYg92z0}?2Zf$h8Q@QAI
zpkG-fR<DQamntsTO$t_OM!YTs2Z5BRE!l>o;6NzK$`_!GG)tihtEWVDLs^yjO6#=!
z={YZ>0$F@Ydcssu(E}R_QN{D|D~3lCABsdFShlu<jG&N3u85qG6keCivd}`Le0?#F
zO>lk>xWta87I%9`L(8h15m8IrOB*_yJE+FaHc(K9Cl^IZ+}YZ6bf=p_4kK%!Re249
zD1dU|6ir3rjFGG`n=tM%%bzBvoE6%N88e8qTf``b%kSC(gmdKJIeCP`w~<7DFE^|e
z`J%&L@I^x*&X)*ABT_Pjk>)QUBhAs$SJIO;6-O@^sj^`fY?F(y5g+FXMZ1ubC<xG`
zCQZ^-ELcFKpf!TyA9Q)p*Wv;YgD#3Rq!u>VT_l2GE}me+y{LWUWJmf05HU7iVcCN8
zmG+66il(_ERVz;;?y)GoOtMcHZ8EbW*~E0?cx}bpxx`kf`%_#}e4J2F`#Fj$`?Cbf
zXrz*n;D#heb%ml{HWca?JxqiR4>k@(RKP+Z2kB+woEY5?2qST18QE@1Y7KInA#IRS
z*p3`Y^l#M4R%l|)Zs@Ta8`>Kimbj}ZUo;X3c6rvvqY)3dILWh7abGvsLq0&1LvDUZ
z{HmOYQoA#c(^R-;jij@j6dp_N<9PGf(IqkGl8j5+4cdxXvxu!u(PDEKav#PP=qVSx
zpVq1X{|$8{wylInM*6s4MMzObQbPgXTy9kqLS2bObVuUJ7)K?#!Ev%Ml7eQPpt{*O
z6^(@Y;SZP72h|r$bVHo3;6^SYW}vS$mTM{+rjMkZtY{u{_Jd*V7;VM$=|svPQqG2E
z-^vRJX9M@cx1eUCi(XWwsc1KjBuv)BdgKm2=c;odW73C|YAcLJVxUKqZ*Ypi-^&Ul
z9(*+`x*RMIdX#M_du_kE8+p)>9UY)<LTb089WhYeXf!n3*h0}+7xsnHXu@5hsW{d;
z65qV*$^rE#{9!Iomo{p(6;>;;l@KWplWv%xk^<JlM9AV+T#<<@oL2tocawQuK4|h)
zl!QHXxJp|wZyu2@6?w6~4as1P^Yq1F)L!sKUBIZ|QkD)Hh08C+xK*Kd$&%za=pD^f
zz+bb8WL)kha=oqC2Ia_=R&sx%&2X?w>Xl)Tl>e+sFC@g#=GIEFcKIv$Ph>&8^5Mf&
z${&<Enw*3~>$8!IDZ9M=#0&&O;0}lMs0Ecqm4^w`a3eCA3wj5K+I^rn3N29cp(0gO
zR@BN|i7>6ErlYwzY4{9Hv8xRG44)P6Q%_K>CJjX)6!h)B1}L4jg5b7IZ;AKE{a&33
zUQT1yZyEFEYK%k^#t2O7tEJf_dV|iTqdOR<!fX#0mnVPm>U<(95{-z7&>*o|U!Y~#
zHF^>pjPRuSquihspd|JFTgJrodVN!CySuFewStwo`bYw{!{Dc}gF1p*+P1PKcdcH(
zq;2J@>=a$DQN6yQxdT=Nq@@ixRLTbCCJimH>XFaBUT?D7tadxg1)N-s)nT%D19lt7
zTHu@6USkcI)9w;bQOm#<Nkt_{MYTr7INAtf^g^|?alUBGAE)}dp(B^aGN7m2C_X=g
zj#Dg*4q)VnmYX<#wH~zEkf6}un~DY~an=O`NLYhGsur6t1s}x0Lo&|!sYH~DiN#SH
zSzj_4R%AU$<%;srv_e$6<fOiZp+9hBO`L;sTFquNYce}(ovhy<sIfU~%)T14#o<di
zp<5!3PO%b4E#l}<nz%HeEhO2Vh{nLU6*eu!N@gb@{-8MXVq-xrUR|L0e3CfTuw)6<
zxU#vkrFGa*bG_c|bAa-_Ue;=>VQm)HT<fi2y^es{=d5+Ys@edjLCy5^!z9@?NcI|~
z>~f2h2S0;qA+0F-qfixS$W%Pp+Z&C+cu-ufqhQDm%T?0o57zBslA5b17$mZw+;}pS
zfG<*9R*H?xBpBHk4Q=GIHWKNA$PunDYa?vL4|VPBhcziM9chqBMZw`!Q%wocg5WdN
z6AXp21&i6EY*}&m!m$xbZ1%u08IDwgtKlfNw>K2@NmD<udqmcUa+mBf!f{~q5CoGR
zY0N8?D+!z6x}ZnxA4yBO@rzPhLkCjBw(e1<wQ(Hlu+`K$t#)s~V)xr>Og7dO;QSVA
zO^w-HlkygWo|mO*NzcVd&vs*s3j;Z0BHA1D6)Lt(ydoh$SCOFtEh-R;hQ-jv+~NS}
z5>(PIEr4WOa$G;6$%>9GYqMg(!&W>_4HM66w$?a&wU!!hZNSUg1J0U&#o^@wexKQI
zv-mA%PFJIbctO^f)u@s-V|GGdl-*TaQPYB+qiLzwrMuTOwRf~<Cp3zMso_^u<Qb?q
zj{r}<pB!@n?59`ypP2jYACtnrc@q2W!VeyntO{{_BwFEcW2}GWDu-CIY&^p)UjQWV
zS&ic2B<1G<EI3PfmW>)*t_s<)#mY9AAg*d|Xmm@%jNCjJEzlj)(A)`Y%k$@DGlD?_
zny$~QtVaxy2OLxabf3@}4~|Yn!6(L~p1rfPX-Qlj*bFXQ77m&ZnvO{IlgdPkGkJMX
z6GboMFn`1g@Mm6CUJyBBWmv8*xpCHDafX<bLMY_jVChI+&>FOggofbRA=>`Z%#&r^
zZ#|?jo<f*{VO~MFa-^rYAU25nSWj^UhAFn%T5ykCZNLZ0<ZLF3)#osqO`OeUwc4HL
zlvbswAXfKFJ%9>HY*qI3IRpy-ID#0;o-CJ4p5xW)kuSFRO?HRPZw1e6cKR%62o<QY
z*nLhb%ML6f!A~zb-5`lVB2g^z++alaEDw11<2|M3{7u)n^X*@n6y&K&PGQ((0JQF{
zuN>^jvNGno?cw*Yz5`1+A}YmvXt-sYdcDPIw)$YiXg66+FqLrHkq&LPT9ehm)jG|V
zfdw!J*SWW~OPWNAG%IXsL|x_)AFzWRX&#-|+MtQJ(y0!kqI}VVwWPQrPZ)<){l9w!
zXsD_RB$Zct>h;!ItKH&vSnRCd>@(Mx9JT=KLp%AU2Kb}b>EZ8q!`LFjJi}PSDTWOO
zzhSlEC<ATy%<!J!Rm0PUpBr`?ZZ}+OxX5tkx4RmEbHfBM0ZafBzyvS>OaK$W1TX<i
z029Cj{&NH-tBnMayKyw`fxF_8965fH+Nc{6Jg!VVl_11jFt28;;!CkX@kL#(_@Wx4
z_(GPIs;BC*8I+c)D+of|7}x9bpLM$Y=aQ2AXRS8>S)<8+E-uc0R;%-$RjT}FlGLdy
zbULxDF@PG~n=jp-|DWTIOU48+0ZafBzyvS>OaK$W1TX<i029CjFoAyw0TrPt(xLf3
z{OBLQFab;e6Tk#80ZafBzyvS>OaK$W1TX<i;CoB}-T#m0|KDQ;<Emi-m;fe#319-4
z049J5U;>x`CV&ZG0zd%m|EtS2MTV0Ns`69e1Abuwm;fe#319-4049J5U;>x`CV&Zi
zj|udti#v~=(P?v-;PH@bjnQO-r&Zf(9S)<@>+>6H{Z1QK1J9B3nykrKq|Vn3kNjop
zvQIW#C_e{!q4c=+7I#O(l7@~3A6MhGT56m|f2{>_t8sXZwOqhqWPJe#>+qZHW|m74
zs^ZSz)J})f2~UTF2L<{a0jJSscGMWX&RV;Xb670!uwskF4i7sWTJlCXizpgf*d2-Y
z!Gp<tY{&=?7mo+yaCXx%@CfylZKIK)j}$8p&q(G>CXml&3z$G$i{I$<+x$j{!|#X3
zW!Ku_NqWPGFjD1NyUl6w`HU7D2NmKhPNOs6a2jh&HJsh)vjuEkdx{{$$~zq<01uD5
zwAa*HjW!c!H9D;}NackG8M9`K$!4t`rsM-xeiSmG`9Enmy~yw={J}3w029CjFab;e
z6Tk#80ZafBzyvS>OaK%37ZRu^wVku4LII;$uRyCEb@5)-2PdJ$gAuNtkQ0w$zCSoI
zy8oXvTvB9s0{-9^CV&ZG0+;|MfC*p%m;fe#319-4049J5{Cf#l)t$46Z?+sjS|E+i
z_l;Ho(Eh)!C{$G5R<^zLYt3uL`_vOut4RX{ee16QN{0>>-!@%38B&LihIGnjd@7EJ
zG{Ujr#z-<0Qk*&}9!U$w&xY9^I9FUg_p>^G>LHvp9uX6<-VitFFnBpS9C5qf!-Eg*
ztWbpv;(5@+9uSGn2F)ExDIOA<J)^g&wPR(jK9Ydh!)1?<&W4qRFE|)BAE-QzRSuQ1
z$)5=;hr@xecAFIr?c@SZI0D{bvUme_8^>DUo7rAt4VcsJ5>Qdgz!phGB}hfJ#xNU<
zh$rg$IJnKGt57X%unZN0qtN@hxk&B=V$f4A2^EE#a>R4grBj08TOb+>bN*^{nsEc1
zU<?QCQqe&6Z1-rS3QiLTRZHir!-r@j)K4YjoF5&x9uteBHnP5CGOWmYkjfS1dq8CI
zfLJ)e6KGS46Hd|LuBh~Qf(64s7h6}tzs}}nbR{Qu;X%+ydnR;vE$6hF&1TkQcGNoI
z#QH#u%~@mi!QDy@U&^UP$Bw61iK7;AbSO>S7mWmhgGjc+y-Z--3VV`bB_(=rAh9nI
zj7Hd4kc*FWvV2^54zHBlvpyb;c;bneSdDtU+2;V|d%djHR>RsXthp9WbM-m`W}max
z>E-+boCY=1)3ZmWYmn?UO4+mKWR!1xDzu08qnm>XI6OKERe^>~#go0g(O7~4LcvHE
z<?H5rJyc&X(M_?T1Q(OkTt%^99H87d9BB<-q`0gU8<|NkvN0Ok$YpH=@?oh6*O#>s
zboR9`+S`xvhtsG<E2Q8Q`&c#Alt718qt8@NFciubEM||gWhrko8sgXpl|V-X19~{o
zzFIu}n(gfk1%0C3QhhO0C9pn}yJVLUjsv5IATAP5#vn9Xt|V-N>w+ZxBWWpr%xuGw
zB~<q0dnAcxBO6L``D2rZY2BkvYvVZ9VXLWiTJ3Oeo851#G1*vCfb(0da7&%JCgm*#
zJugesl8qK4J=={jE)2Ac;!(PVift3GNC?mg*;!gt0B!~pLmQ)^5ZsUlCJMR)m9%qR
zVJ?!$w&b{8udGep%H!0Mww0@73Sz<a1yN=9HC#Ne*$M|-*IH`4wE-_{4>)TA76;rm
z=l8)W({SeWnbXy%AzqL*W;Lp$%_toY9yiKIhmUwDann-KBe>TzwRf~<k6J(A@x=0J
z!^0j2U6^A|fc>0ceeg%xOVyNmHSutFIB31lmnl!3&O#A;s+FzO5_hw^!%a0dv^O>^
zaZATw%QcgtLT=JI?v+SHx7-d`XzTK+^xe>`MfV+zNX^pA#<^@Gq`HC|q02yrIS)NG
zyAYGYSj6Mbr6aWE$|xQB!NZbOA>k4YT<p%3Jpz?K6kcwl5*Ru0egVso_Ip^gj2K}V
zbnrYnS{y((#yA!^ShzP7oTW?}H8{BdeRgay_{{sPhAC0S$22r|y4$Jw^RgMipdrFW
z67wqS5yKAT&I(Ha+~7(FN2j9T`C?Mf-r3o-BtBB%vT)FRWV?ZmUN*~0Dkl$WqUdED
z=8t#*{>-b&3nFK%49nF;Kaw~@OiCdXQa-SUfk7k=-fWN>D0pRuX!}buPnLDR^^nGR
z3SkO{c?IDkcu%oG<i~miNldodT5ykCZNLZ0<ZLF36>ji0n>d@zYPCDfDXmIVL9FhV
zdH@xY*sAR5a|jeY!3bg~#~rz3awDnNBVP=6c-tK|zZE>Q+3B;OArv}0-siNk?7%V-
z{Pd#J4U#A%62&6V4Mud&xt?KUhafd))VUASn&U8P81_Q`BzdWQ=c!8Bj5x+0>dCS)
z=DTf4RykO9VoFaeS8IQ+xQFW>wnm9qb_{{4D+v!H@xpP16dVXeS@}YnyFncCQp(XW
zH9s$8{zQ3;(`@y@h|zAcnqVs7v?CqbY_%q<gR6C#EdvV(ZH3OgtzFV2Qlwd7QzPm!
zkNAKcEb@)RRX(q^f^j@WDV=KNP!;8i9;_wB6<JZks(!yN{okUh0!j1Qvcj(xEPjW@
z&ic(hbB)Pi3$Q+$#pJbEytW#v70v%O#79Mjqsp$*|6Rvx-+?dq^?fC9)<%PNDzV}s
zPm6SHWp>aXW;cPa-Czv*jo>UsaP|<%1Ch`WM=@(b&LtZP^Jn)mcUyLp5{<y5D?!y#
z-hLRZ^acGK<qdWjxrjdq(=D_*&;^q+7$15=Q7@WEMPRN4GrSrb#DiIz6hT@e@Uy+}
zlOAcN(Va;2#_JX?ggLvf2Tkn2kM+SqP<SD`5LPr`3hu0})_1OgpCGwm86qchySoEr
zDho@CBkpWJF1cjr*XIW#Fj1aA&up>U>@_g2Z&=*8#Jv=T7V)GPUFqgFfmcKjDyt}?
znX019m6epsMNy_ov8$m@{-&8&6q(o#HWRBNliGvL#Fo#*Y&qCW?21fk4mOjTd?uEI
z2J28{a?oIF6`33~SZ6*H>p_Dxn{vixJ!r6Ib1oCxL4!40@|heoShF>s$w7lP+j5!M
z4<4*NpUJ_4t;uCllLae{G?e3Ig*#HNc}NbWaM42%H9NS^E)ywyn7DF`d=V^2a!x-7
zzp=E}I%>>btHTOg2elTb#m@PCKKK>pKwCLD{*|Xs$U6S)LWsPC2W}r$7hzdZ`Uxj`
zYlJZ&c+jTSCGIs;;dDHAK5}lj<UvwNYge#zF!VY#9|l2HqW=|RRZ^>$yW8CP0II1y
zH)gBXf3vcc1KItRu81d>uL$~QB!Hd))*eRzKp9b%K^aykM8FFxbtWrovvZuq=QqJP
z+s6g0T%fkbUTf!S)ASfnYWo0}Rcdwu7l5r3SmN50fK|L6E)v|#4OQzgO>G^W4b4<X
z!{TPQLSZN^N($X18}oHjo$XDn%cwviZlAA|6K3w&tm%1B_pTTlhJ^!pt}X6q<c(l(
zp7Uc-7!E*}s-RXWPpOBwCe4xa`N>9GFjdZ9mW!*`2b>NTe!FY6u^h|R24L11Fu{tw
z$y;Nq^}@A*S!Iadw#qEO?5s1Fl~FE9!4K9(@CvsyIvcveog<fX49cP6&;@S2*}~c#
z@S|(91)LUJ>*E}D6Ki1|K5LDiwU`3i=9g-x>e_eESq(|E$y_nRDJbhZ1{t<uPMIC1
zDrdUVgg8Ij9d2@&D|E;jpPX788ZT~Mxj5&^q$@sg!Ori2h0%_t7I%9`L(8gM6j*0n
z+R)kDK{a-^fury6<f2H4<*934xGF_+9d?O1FR5(5`PF5)@`_n(F1k30l}a6X%9{6c
z-^Kz1asyD-FmrN6|2O=CiE`Cf9C>GFAq5Ih&h-!E@|3=Ah<mEn!+hBnuv>iat9(n1
zqlUAX{WY~UCe~&%IRmx!nv_+Kb{bNh(z=Hpt$Uah3m?WfY<-2<L9S%TmY)<0&5I=W
z7z_kq=7YBI3id?u)BS=SKPk0hv(N6cvUZs9dmT=Hz)=IwS@7B%7Bf7Nf%Drrvmed>
z@$>(`uhV^8FH8UvzyvS>OaK$W1TX<i029CjFab<JB7o2T!<K*vU;>x`CV&ZG0+;|M
zfC*p%m;fe#34H$vp#6Ws@L>`Bk6)MoCV&ZG0+;|MfC*p%m;fe#319-404DIgATX97
zD+?d@g7*LM{QrBQTwDoE029CjFab;e6Tk#80ZafBzyvS>Odv~OoT^e+IRBUS|L-p{
z+>aq)0+;|MfC*p%m;fe#319-4049J5U;>!Hca6YOLfvVsM32Knul*e{BG32bV^ZYr
z(h(`r{{IU_h8MnTHN^5@0+;|MfC*p%m;fe#319-4049J5U;>!Hfe6e~b?T(Gf&H%z
zNb~<!iVUwDC`Wu96Tk#80ZafBzyvS>OaK$W1TX<i029CjzLNyzs4I<w?)R5>|K+;@
z(Ea};`BITC0)Oxe6ZrlRID0Hv(m9Ll9CvXX4#W1sA=pl%9}d1W!ZF!iV=WhO7+GJy
z!8-hAyP4&D-N{Ig8P?2*(?+v!cG8xU=42aFd`{g-bEMNc(I+@88IHsDbDPi?F2Z_4
zoPSPTfDOgDsyV)BBoOR^D_gcyWz#_9ja)3j`G-lBh$RaXK`QCY>QFGAKm}~%d~k;7
zFi8g&I49oA`nWlDAVNGC;pSA$$sPRa2_z%FL@*jb87BIBQLLUwv@ZgYB5W9ajdKyW
zVaUgM5-~Os4@6^OE(TX~)d3b8;Q(=zeQy#j^z^Z@E(8Vy4oCf5$dk>emyNN#-7z-K
z8N<m?A{c@LWs_{k*b<Bcn_G;{W{Yv71(gd$upv0R+LIF#vJ)$X&~-=ReMnj^-~kx`
zellAD&>)n^Zt_I9U{|*{8iQ2k8mMd_d!#jdMNuNjuqV+CC-eHV5xi`|*X@ZziP;$O
z{)kVE67P<NK!eCOs^-Kv6vY!@5q1cywrqhH=n^Ux=RA@+kYoh`qtQ>Up2MjFY*SPS
zl;jOt>^Tzf9gbc{<)IVU55|&ETFIooVQO@oGfFHT>->$<g3xg2FS3p~b91%M%W*){
z9@HwnUzQz@CS%af01z~$x&Ejx8HTn8E#f<7@}NY~Wg@*DtO-IM@nqNwt^_jqcX?1K
zG>>%@<qop8(K+tH-WNHEEnChu5G9>6q%MiI+ng4k&uFo6PNR*pIE~JL!)dHB)o^yF
z&la$G?IK@0?vZehB=uRiN6L?<hO|m(*568x^ldmb+^hLvSf?DX{TKCW|C!F=KhhI!
z*@E`}Ny8m*|3Cb}FH8UvzyvS>OaK$W1TX<i029CjFab;e6ZkF=n6K(2MzfhoqWk}S
zqgY~==Kq%$87?>c_PbC)ECVKh319-4049J5U;>x`CV&ZG0+;|M@V`dDqMik_efhTJ
z(cF|wn$$C3-j9;NZDaCle@_QQ^MAErU6Em(;dFct!2g<s;re0%m;fe#319-4049J5
zU;>x`CV&ZiD+JJPz0G0rIm~R0(PT5hPmgOI4x`iS^BZgZP8(NaxA?s#s~SagIGq;1
z$z(SA9Rc`3nAuTd^g3(pM$Tce)YO<Q7JGnIp@`mqg)^Dp*UL6rzyv>Lw)l-szs+xS
zIQ;$^tGCu(Yqg8}|4xSq3O8Ad_L^F&(PrYTMyJ&Vd3(KFfHhl8Hft^V{eQ`r8;cD0
z8N!B{<<FL%S$^c0zd!(fVFH){CV&ZG0+;|MfC*p%m;fe#3H&DrEHBX%b<QTNqnS<i
za7i}O#YT*#5{t=FV>FwMCJSY<)tSw8c6*B!a#}FjoWg838xO|&Sd^W1nCzBoMlTrK
z!}_^!u*Yc943|@}l+$RYx49~si-+c9U9LWeoJ{Ira%xdYutq0S0W8%p*)1nWFIWzi
znH(mkWdzDeXB~}TxtvVHWQ6wrOUhRll|NQ~R{3hf6NXC+CmO2CzxYoWIW7|uzyvS>
zOaK$W1TX<i029CjFab>9zm9-a4XYL3aIvCR4eJu4OH(k@){eTc{7hIQrWwubS+Ugc
z&C{6FVx>k`PC=zqqb@90DOe}~>blVsmP=zo`~Oo^ZAFH?<waxO8gs>%)R<W5uS$27
zURrueX;gQaZl}(tTc)eky0w+sX~nVPqg7i}EF{1$OaK!YhQOF9TB4$;1eVpr-{DNF
z&=OM*gLoy<ldffdQr+th3>-bVgjjI;spzV&I~EPIb@KDRSFsU4EaOrQ{xCckA0CYj
z%dpgn?8>fw6+AVa?T07nN2nFaP>}6bhIoT;iRux<DSt4;_9S~CVlO;RKhi~oSV)?n
zAae?G?&?ZXan8$yl3}Wsi%E$fvOfq9=Vyadm<zF?WKi#AyMhob3r{5@K{&G@9!#+D
zYW)f>!NsI}*@(VHUNWZoVHujrT@v%kijo(<k6j=1!lg)8chZ}TbOotwQLLikdPTX3
zWDi6SgRs#M*G&Z@=qv&Rr<aTLb0IFyB0-g@tM!YMJ&7Qdho+FRn~f#osQmt5xEB(7
z#i+e`0f7$N1tk2@9`qpgf}8;zR2x9DaaJEsB>ll^{j5o#?}eaIt*mc_Ul)~r*hHlC
zc__*VN^b@QMnISqoFc7$F()m>E2Q_cy`W1(k6kY+*_(|+`B7K|k>VoBZbT;*M+TEX
zaI)+0lpoZUCzS{WB$fGtaMS~EhNuO4UKxWdgK>~TDMApk_99)N_(+ssPZDTHbCJPn
z6xEQKC4znyX%b8j%%m#`Iu>m~As<*49PI#yL?HDxWQA51E!G~M9^aFXmaVrx3I|qD
zePHrp5pW7e5X6AIz+yqkptkjF4AmcjfpaYYH?Rl;o@~RZ){mKxZO5P`_&wdU@!58)
zk@PA<6jj<g4pe#u4Jy@)pi)_UD%U*pjR=z*KBQU-rTS1rxjaQXX2n(<2NlPml|ijy
ziDWF9Fp7V(7NAFp=Mu^F$eH*#&`~usgjhJ*9Yq!<X6+AVtw;6*$eyVf*CqQMWfAMy
z5XwpN52)>Tv;H7BB1HxAZCWw~<iX%956WQ|%@7phXJbJs5luiK$d};4NILkG^FPq!
zkb1zn^?8#@t{0njPj@f|RwUKBTHgvDE-3w_mH-_;YL7WRf(;-CBQ+GiXsc|n2b#0o
zKH&5bs8Cly8lVX%k_j<4y<8Lmj4BlAXTdtgW~~Dhj;zCwwT@!B)k}MD$U5egYl#I$
zu#MtDwlUasj2VOS)QJ%x&w-=M<laF&C?)P4{!4p@F{N3v0gWQF(Pzy@J=AQ*=(15&
zV$@kB*?vVOM^!jgsbA5`{R*TQb})ha6><OhKiscqvaOtyOrSVx0_4zsWvLoGM-O-o
zh+3dfrGp!Vvzn^X>clbV&>{w+WQk7dx(1bz^D**h0ry<ri=L~D(CWnbiD-Uk|9?vP
z&LYF>hR+Po86GtJ*l?%e2ZlbwfML1e1jBm6;RcssYWe4eG3D=-|FZnm@;&7@l<zFR
z7?R-^CV&ZG0+;|MfC*p%m;fe#319-4048uy1WMIJ1tIO4O(|0oQ;F=BS;ZtZu>f5t
zSOb|XM#=87OcJ9E-cOk*<|wV-PY|PL7w^Z5(Fd>9j}xOy3%X;)=-Jg=gBX4A@@=^o
z9YSFtZ;TjY@G@<g7(-g>D-|=$uJh@|3(~@#PP~v^)hiM68N7a{6{Ab*MH(@BcCn~f
zj6QgENL{MdO(mqY9@Rv(ZUH<*umByYQ|l_E#{{DNf6{Pkk>U672fr`@OaK$W1TX<i
z029CjFab;e6Tk#80ZiaOPGCMc%I67|%qK?qoWNq~{J%Sj40jk__>Wf*3xEk=0+;|M
zfC*p%m;fe#319-4049J5U;>E1XipRnpZ`CaCjp@Of6-X<r)X~W-yC?Kg#z#k6Tk#8
z0ZafBzyvS>OaK$W1TX<i029Cj{woRS^{S$2S;<v|s;EqS{=Z>Y5&Zi9HSzcVcN=yY
z-Z%W}zp{2%XiNYTzyvS>OaK$W1TX<i029CjFab>9zny?yT~PwR<A-MrOv!(okpDOq
zKI)_hWAdS;`H#AM1dR?dlYalN*#G};Cxqq41TX<i029CjFab;e6Tk#80ZafBzyvUX
z5eT5?|4mlSE-HVr{E{&rmpxS0UwT~WRQ(?PPF;s?cFBj@o3tCWb((86zTz8;H>yum
zFHp@UKPESkjl>g#yJ%O@HIPAS>TGR=(@CUS60A4G!Qok)-w%h2c>>8$D8X$?c!K^-
z!-vjnY;!ksxT%hY#m#PN-q1*zIT}&)e`Og+ym|BEaNv=@3LRJ$uA+LoBGD>pRa;X_
zL))>`3iq+f%axVX>ZXq6D?2-=ww0@!mZXX)ZAE=Ok(xbH{rzwv(a^eiQ1FZc5fEd|
zn;-O3O|2d7W$remSXGoa6!rB`i<?(2u1w6*R+!BtsYxS<F;s$V*~c`sb#yi~XSFai
z8r9j})VhocB;t0Eql$v_=#Y9h!r5?KrFEvJV%cn>C>Zf`o8lYbh%L^;CKFNdyC=+U
z^2E6ffY@Wse?Da63~j~i*+j}AikiQW|1`aTOFo>MuczPz+JcjzkY!OF?lm0+OtKMB
zp&}Tnb!7+D+S%N!uWUR-Q?c4SlCb%jhq(ltB$Z%2Y3+0bl^Adif-1)tnr3Q&<U_A#
zYoJhQn|rCd&E4AQZl`k5<3PHyN~}r`*DqC4u7?z?)Pi_j3JwAlQ8Ti=NWp<nl$9?)
zn`;KkiAF=i#Z*{5C8`_Buhdssr|nPAdAU92{O2j@2~$Ny4{RvJ2Zw59okYB1cwF(J
zm=uC#2@EoVLO!`7az;{kT{6o;3z72m#W*&>`8{yBUPn`lyS<~KWmV3Is3q>D4V}#$
zRAXlwD6PYjiy|fNY;8Ka(@i0Vk+smOyjDRJK)G;=rlN7iNLH9l826avPm@#53T?%V
z8ARGGVwA(>cWnW}IdbrvJi_7INTR=&8`iRX(cv%nqM;DyO9Z14DVf4>^Oum}=4k0F
z>B*XkqZf=+*)R+C3g`1he4Hl~?LtnXAV8CvG)Y^rU;&YW)(D-;pv!~478igRbWx-s
zwYtIXA`wK#$+6*H)Mj$BBYgr0I5ja>VcCN8mG+66il(_ERVz;;?y)GoOtMcHZ8EbW
z*~E0?cx}bpxx`kfi&b1we4J2F`#Fj$`?CbfXhi2cZb))eS19UbL!o}r>qOY_VB=6k
z1uSr?9;k$kb7FKj5|E3;5vXi8CA9`Q&X6`pDQriMB>FsRWh*qXW;cuq8XMXh8<x1M
zC|@)Z2zGha$D<JsxIM|+QE^{4*h4-*ltXTQNc^gth*G;VkJD7RXN{z@oD?2Q?&Em#
z*wH01=aP&|+YQ=^S+j_(QkRjtkoz#UKu@{g{j^pE_;08qv27(pGSbKWDng1fk{Sy5
z=5ni|5b8=Kq8pCujB!+=8yqJKBPnRs396foQ_)DMAO3JTeNcVDL^s6gf^%deVg~w3
zW4WfHVfskg$%^JNXFnL$j?q?3pH8F<qF=~{X5Y#S2xkNL!?&PjqKjTsrm1K*jwDRh
z!+PXFK+aX?LdK*IDb-dOjl@8Y(q-qa56+>iK;pqyv!ctv@}NiAhO*c8tGkg064`M8
z>L#Ri`|XY*@`6{vIjm?j;V#is9BUnkZ{Bs~fO!=DFc+vx8@1XBtCiSFh?Iv(H%w4T
z0qbERWN|C5$ix*+D}VL7$viI~G<g|&>Ts2|V%|I=T`KZoeH)U&80YDW!Kl69i@JbO
z!KEx6Gzynrim~jFL7E%~y`#Ab_-i%+hc3&rnOv8uj96(U_cz)M2fL(R83sxD&#Lr7
zLL6;wtrTmQzmoq%7St;rK1`+HT-)IWM@lipL$LE*Uctyg8IPg@!4SB^Aw8<-c$6_=
z0(GE5!J&2^D2_r4)O@H&6_pjWvY^DuF{S-Q6N+vvDz)h!)t{sLi>{;Ox{_k8SM#W5
zYH^qPr>g5z8nTwySafUo6XljciwM^b`u;Eas<CF50G3&_6-U!VdW<-=%n$E#UYL!=
z*nST<7>_vH87anstPM1^E^)6>jLk>NM??mrl9BSG=0lNHlwyVj3k1tyMyCv-n%Z;b
zky>QdR<uA(hy&LIjfUm9QqJ#r#F`#4`g%YvqpU^F@ym6{1r*d^g-Kh{4mFr?;2KEt
z)R8JtIr>US8I7_Y%Gt486=hgKZKf^MR;-|jlym>Jfkh0^^hh<4S8@(uR#GMhu7&Kh
z)1}qg3YsPcB&Rk~=_7^DEpT`v#mc%rg&&vQvT}@(OD*<z(m(-#4CjmrP=E7bg@|Y9
z0)@UZWi^7T%tWehBvmO(&Iz1rIdcwVZp!3nDl#;SY;#veJfMLstkPCAfz%sDl3L+B
zhL$+%Ktd~0?^k9;JXvH#P(hQJw?JFr28p?mB+mJTq4LVBx+AuPT-yCgn~NpOnhPk9
z^pGRKnYIwA1!AY4mnOIR9Ou}WuiGO{A`f(ZenEQ~W<?s7GZop*o8MEgm_Tg=VG9<A
zsY-3d%9TWF;Q_?+M}6_&=HXV)vjt`&%p0wMa(q~i$qlv?;{sU5-7Kver>4)BL_F*O
zA_75}ODX!JVGyGThmTgoY=$GRZu?A?sp@&!ie<}))bR(9Zum`xEIhb)*l4BtXSV~U
z9S)7XX%rfV^^=j!5v>axI$DuY<dG>V_6Snb4%1dFT12E8_fK;~xr(wP9ca%W+f0;O
z2TG3#8!gcuE&>Km&x73r7|w_19o$wzG`p3M9rNe*8}eHQ-_lk>cEa+__Ym?6;<;`J
zeuPUtfcF*fzQTXqzCvn>P1@{SR_H+D9#}z6a)W!>!r<xxf0pwxg^`AiMU}mlI5He=
zJy>6vHd)0bx2+R~6>V^F#{CMDl_I-IBrjGBmE@n<D#~vz$ob2oZfR_ti1r43!;P-x
z<*35w8)0iE8Wa0;DLohQMbSpQn1vK1&vC^deI>g8f2>+tr29lYt9+dHm!*Hxl<9su
z=AJQs8*_#BC#5eJe^mOI?mmcsUzh+U@O>pvp`LnJ_QcR0F3Co^*hqD+KTt8yTD;)&
zQwN_Px{8hXArjT#4+kSb7}c@yAhjZ!PQMELEZfh<Ai|1dD9CmzL%cz_MD>W_ls_0^
zdy+j6v6l@YHx*(bX@Y{xDag62D+#xGc)3tAOu=@eln5fjPGd5}2B|O?f*VkRdN11*
zgkV{4w3#U`b|%<(wSEN$H}pvPvJrg?3yY`0cpppkLnYC@KG`BsURhD{;`g!ZgI*{m
z($$^xCL>)zDq9q*sJLEHZX($O(Ze8YG{kjN!AKw)3nMtaT%?~1ad8$2s!Uz2U!3eo
z1gShUg^b;74A#k^{Qh9L7ZQ5KsJ(dsfezaRB>d5yBt$F78PGx903;h{_3=c~AFS3-
zK14lrVNTCs8HS|nNdt30+4DwHb~7jr_VYl`igfzLoWxThwV&+;9U^M%dQrLFY#hpu
z!Xk(e7fE&_DzP{+lmvp(!}_^!um^SsBl<j{L@*$!$`2b95#S3^3-r4(23ZE<Acazd
zAY|=DIzaJ}D8Zg2P>$vzgS9BCA+t&Z{VdWTm>!r%R}yq9+JHhnu&5~Pa)!XTf>c9R
zXl2o2?Y&^G`DodC`=fEtQ6HGPSOjbb1VIeQD~JGqowMs%w5blwfr~-c4Y+|t81Q5p
zOtpTZqM^#fP(vL*5H4PD20fDQWI3sv{p%YM4>^2@{0i;)P(-;bMMGu9W(xQ5z>O1d
zF96gyk&Go1M)7Y})q131E|FZ1yoH|wWmJQu$HLL>C^986Ykx3nCUR3p21~`@X1uIp
zQ5LbD4WXPQ2Y?!PHw&8^1r0mjXeFH^7Zqkhl*2CC8)(4K#)2^WOh6#W2df!KI{1`x
zFwmxu9>9$CdD}^@7u#-6H|z?@B30{K!G#5-ztj?-<3|lHr!Y`9@*q-+@QX&t2792r
z$_*jX1)dBXkunX?1Qf}Hn44ZM3IRqHiuAM9`f&;~klhb51H+-}1;)WfFxUx{W2gST
za_VIx7=wO)&b|aY`|rH7*D4e%J7CnxiyPGodIq=hZ|FhPBjl~Z9f>?b{9ouuNOb={
zdj7xRlke-)2G<J{zyvS>OaK$W1TX<i029CjFab;e6ZqdGP^y|vWPc5yE(Qd}h9?n-
zIyeL11H&7J7o@NMn{05cF#$~A00hRvDI!OpI0Q)+kpw}&zx2lKr@@O*7j5f>3rp1|
z*t#Og>4XY)u1NAwlI%&6q=qDWS(2Pgk_iYLL#SYDnk1)@B-KNb#Uxp+hkqpLhd5J6
zvYR5wQiuxQ;II<d03*r6NHUoq$q9tY&qCa(gbKFGNOC+$h9SclBpHJ=b5ul-Bo9{+
zkhg&(<B(t$q3WjKy^K)79SI}}X^}kh2^H-6k)&2dz{N^J1@|kEq>fO*ayp4#9Aq(*
zP{FPnNmdam*x)0{3PJ_@og_JzB!eLKJSYLm9!scT+m0m1sfaL19wOC{B2=)CN0O6B
zk_ExkkYS8em&4acKS?eiRIvF=k|husu1-`D5t2NDP{9@-NgCB9C0eZ({X>7z7mWtJ
zm1xi(^t}YWi~ngZoU%1b|0Y{eQOQ?8-<Kqi6g?cFPJ!@Yme3rLYE%*MJ>3Z92MJBu
z2POBS2vE~Fybmk^bvf)1V+;t~1@E;gqKDAyrY%T=BD@??65`TDBng?T-RnS66vT<D
z2$s;>Qr!F&lzqublhR{A1B5<xm^}p<fFK@(8wxzBh9pBQK^`XxR5m_!cxrJCN~Et#
zHKyjFRO&R?K`%>`w5O?6;-%E2EfdQ?vq;c-QBb|FWm*a#CXmdKJ_@OzuF3WA-a?Xn
zkUEu283+~ZMiXR`P*v-DAn}O+7-E2us9yLwkx;>&Fa$tE*d2xs<pda{k07Um=|Ika
ziSiR_s}Vuaq&GuJVThGf5iv+!ha!<)710M@z*?&HkYqJ7UWgkPMc0%~TOigc1qRZ^
zLRu%XYC<zm1bG3piPKVzO<+clG~J~lkPKlJQ4JZMfXY-4Kqc1)p*DRf0|KdD1P0dw
z1?W-6-4MM4fI^1p(h8KJI@N*7BRfUD<XX_Pp3tO<dQjdIwaki%W2=rSpRrOZW4wy+
z6QoK-fTjn)j1l#kbSV&wAxY{bbxZ~1C}+?l=ydY5R0UXP0!iF}a@EwPk3mIi(wk}s
z6>N4xUeKHXRBAIxvY^m`iD332_-;nvO2VQAB@=MLMX2B&075fk!8&NrqAsAZun6R0
ziAF+2^b#d@5K4re2Cu*&RRWDLp&5fHL<r5vX=pw{BqTI?RPwPXnR)<XAx#CqG~i+}
z6au#sL4ZkQIRM7g1@fh6Pzp-y6WOX$V}U8KPFavwA@m%Vngm*b22+m8gDYu(6+wt5
zA$H}i#uRzf8l8x(WIa?*#G3|l^MVjS89@N%>mkphMZKo0B{@N9aiS~*MW*J13nDa;
zR4w365c)1uC~!t{XbBbE8%2;%E2!K+B_LW)kc?RMQ`3}0rVe={(DkWDiN>2^pwa++
z;84-?!3Vo&sRIP01|6mRQe%M7I8ibQ>=4oetn@J?8HHAo0?!@PqvitMk^(vuRNW74
z`p{H!l_*DAEfwTOf~(WeW)PWXsUf7G#k1W+N!r>9mX0b8jT_~*3fu?<2Hl?m&)lOY
zNT@fE91ETaQJRc$(Wi@!N`b!tPoYV3;G@8Ksna^KfE2inNEbn_7UQS2k^>t6m5DYB
z!AO%`B1Cm+5vp^^6sR4cf_q2cO1oqzX;6n3#Mp$yK*o{Mi;6k22YLj3m>>Z%1#jTZ
zdkL~lWTq+2n%m-|!P#)o`cmLZx<TwTw6`GCVxU5VUXnJUT7wqT1XKii70LmT%0#0~
z&xXv9b6l4yEkPj3;}MyXRA*MUlC%Y-ju0fMB8jZo3jGlXqfXf&DMgU$P}47&0JTyP
zP^UDA4(=-D5G^R(2R@dI5c>L5<53=TMIVrC37LmMs)9NVJ#iG(09rSyej3z(@Ei|)
z9aLYPS}zKl0&4-~mz1Q<GgO3+P%nY9{UGd^W@!A#7-vb90^>j;7(x5MAvFO6MMeZ2
zvL8G!^m|?4Db}Rhka|k!Mr5?mo>HfPv4YhM%mscSP_|zrqE3U(`$4LKPC^Cu3PDEG
zK<h|L06u}lg+3YjVn`7KM+;2@+#UcU5rGni=)$-dQJzwvt|K7!*F;H=*fPQP(=Jik
z^cu-l(`;7SZmANB!9-EvPzeq^W6C8dH$6>q$zZ|jktkpk(5I=>3&B2-h~S!_4=qa-
zqsA=tP3gl>^~fkNh9(j#fgu9uPo08ZfJ4@|5OtJcLhqM63~C=R2!N<5P!BSw)Dk38
zNrl)vp|{g_OEHmGJ5uWCri#W5cPc?*kR1H4W;60jU|3F3Hv`}aj0u8-E(!|Qr2E0R
zkk!lrAy6W4nK7a)2pJy-y$zJApS56}_b33~4-lY#iK6C>hE}N74Nw=<oIz0_L@!hc
zZq_777V+0>QrZ-FV(78d=~k(^f>(t8O5Fhc7BuIQ)Y{Yvq<S!@R<P4Bs-q3E29O&-
z=?M_9KfP2%7zr|t;^}81Sy1Ncfp$XG2YmwxdVpvaWc}+Q$Bn3?hanThI0nW{I;{@=
zl<4&(C3>A+qtlk@weY1BMoN0PSfbOR(Gv`&;3Is}>Cp&FuZ3g~q%*)D2!W_5Cov<4
zg+8G)5MBI)GJ|ZzS1DwT#$qTE{GTlyT`GYXD3Ts>fN!WUomi$;10sTWdY!gZ12RH7
z9YiRF?+{BTN+TvfvZ8Duu12F9Q!3?xaw;h)gK?lv5BZnqN}&jyMyu7qki7PCaUckv
zYA%*P*)EhnS$4{w%+hcj-Tz-=c)ZB)rQxqI`+v*us^NLV?;rrbFab;e6Tk#80ZafB
zzyvS>OaK$W1TX<i;JZgaqbACT5>kBAN^ctJtyp?fOK&Ra4R+hqx-vq%|G%X8=%Vu3
zWB#w~Sp6mXttB^T$3XyoVFH){CV&ZiGXev2iMr_YQ}H7b{!1T`FfdLF`kN=~4?p!l
zd@93#_NfO0Yc=YkGiX^S4f3NR@Y4*w7f&;oP^>C4vV$H~GC-@bABE>q<R66sPdJgE
z^#G4R`K~`|W?-BO`_b>%(_<{8s;K81J}6*dE!@(HeJ^?l&iC<2GU)gJC5B%W8UB{t
z|NkT0|Nj&O;1?!<319-4049J5U;>x`CV&ZG0+;|MfC+pD2^5#8ipCB&inZviv{-}Q
zj#0zXYI%9FTDqhXFR5V_sN7ggh!N2J{{%ez4?q9!JE&4D5+;BNU;>x`CV&ZG0+;|M
zfC*p%m;fg5PY_T({}0Xo(ewZD3lqQuFab;e6Tk#80ZafBzyvS>OaK$W1irrn@cjS#
zt6N+%OaK$W1TX<i029CjFab;e6Tk#80Zc$9fam`*3H*);U;>x`CV&ZG0+;|MfC*p%
zm;fe#34DJEpy&UobY~QmUZ-z@H~hi`Fab;e6Tk#80ZafB`1cS<EgG*i66;bcTDY*6
z^ZSF5uDEAIl1p-=30@XsKG-M*8-3A8AlOwM-w+BWIP})o=5FY4QymS9o844Cx|EAY
zicZbfQ}7D<sixKr_cC`IwW_VDrJ?OuYK8mQD)E{W(X&1tjd<dT7}eok)1j}d*VhKT
z0nQc(c&(h>5it8}y#c?^UTZg-*jfu$YfrBpr#0#tw^j_P0jhvmQGwCQoE0|CZSd?@
z;26gyIKPKYP#sMz?)Hv`mQ_^i$_}cvv$>gC;$GU&+1x=jcDA*-TRS|tC{k^sy<Ch<
z1f!805ILoEJrV5<`a}k~ETsz|5h61vbR*|WL}S$A=9P=3Xk5e>MamQ-OF>~S!TQ+*
zn<MMDI_!3Tz;Cfyyj(3;Yc-hzHoqg_1J<mqwr2ZrW3^L><9|@mA|~}}5YQT<oR5)>
z#n^shJlWeDjU^OtjYg`S>t&&S9F<_bA&v@wY}}^aP}I-)DKQx(=R$2{LrE@Pt%p=@
z*4LfA%!Rlx7fDcETp~^d;a{{bLdBweRTLM2EK$w4Kp^M~qDY5=?IhS>Bu;^e#)8@0
zI=VS1G#F2ak!9=l<O-HVo8K2qbc-b@ERvcZ^jA?mTz_RHk}JlA#oXcWgJ{y%jp`8b
zQ>f5j1Z1ZYQ7R7jIV$dBLu_nl-Sh=*q-m+BJ@=ZX_Kx;^i^)mmkq8ZGGO~qGZSJLR
zFseqkB6S=@u9OrFat~)C(5QffN93(Ai(n*?4a+u7DU(1b%E}j@fj3K`-e@#b7#lTF
zxq3~lOWbRy(NzzcmInkCoBqny{ZNoKQGZaSKoQ8BK*bMS62z?nMdm40QmdB(=z=h+
zsXf>B4qhaHK1z9V>XC)X1$;Y_h<YBSEDD>DrBMVG%EOr~H35^EW1SYC*~_wKo6{Pw
zv3|Rcb@&3DqZs<PV#C|0mvb8S89p=o#qfdj_21L+4O7b5$CG76Rw8AXeR0|Jl*a-!
zFq+LqlZ7(b>dfXkyOjj59S4sBPN#0+LO&N^lc7ZJ-N)K(P+OnTV&j}f8)tDEodJi_
zSYxW;>`tF8VDsA9>=8mn^X-qUWA@!LmHGOTMKq<|%YV4@T>6kD<1#<$+bw+AZe+%8
z`-J}aR~grYo3(V^>5G_Mr##J%-}n|?x~G(W;HqQzKYw)|{lT9f<=L|?V<wDU$WQjn
zW;VX-V&<uOn4$-7$Q*kV!+b&C#P4j4Gj#vy!i5dd`YA78EG!!P3V-(VI_9~X9rTAy
z*JhS~TqjI_J;3yQ^(XqY8-H4N;}7~>C(+ZGC5MjZPg{9$ec(6Knd5&sz%(ZU%-T14
zgk6tam|6JcdBS5MduEsKrOd}4T<RJhn<_XbUn^Yu-i<WXk)f+MCYVdcp22K+?$`7&
zd#4HKUTI>Ml$^rfSGCr4+Fuj=Q-|Ne{5f1H-0rzYX!`R6e&(A$qu(1lL0HJznHSbI
z2#0v}Lh+v8(9izr?|lFJ7cs9r%QJ^1Ddt^AFMsZ@FK4cQaH_Ci)u;4n+86oHFPX$V
zS3gnsxNADIV*VfazRan@mnB-}x+UX<u1`)A-nqSsIcNDVgk{?s=zELn_>)&P3w!yu
z=&x6_(tqr!5N5o)hnap|n)!U&y~6ubzu0rzjOR1=?3^Z4d7`}gkSW4b>vu4lw6E~q
zhctYs@^OCO(>Kxg^gYQx_v9?*o|~`c-~5Z2pT2e*v+C_6Gr`FS&HLJz>uzggR6krz
zpL^Xo^rD|^b$#;I%ffLt?BKVrObO1NpU|eqpQLwe^732HyhK=f=Yza$(R1|4uB+%3
zhhIovb?%kS$5+l08c(75@|8vWA<zH1{=|1nn5K`+nSFwV+4YaT{Eu&SGOc%h$@f{V
zrcZ1A0sn@fj=5pw7-mtOhRIy^E4sGKDBS&%KhZz={3ia`Ur%B_*t3}b!?G9Xb?;tG
zN8TA=_FV9O{iG*<D}*jPjiFDgVjln7e7dJCNdNAmH2s(Be!|$V{)j&3(bwsRmThA0
zUBEM2x0!_Ug?D8_-Cxn+`#PB;Z>8yL&vP(jg^{`Zoicj)eQANbdI5j(i-!uT<u!Es
zRcE`1Ki|p6PE`r_E&2uh>N6(c<-0DRSKFdY>)|P3-Q;^R&n_z#epkPbcWk>+xNFDt
z{C!Wo%^W%DGok;el+bbad;DRgbA^EFV&OE$Mf{bUNCvzE{in8V!rohsq^Z;Y#xHjM
zglV2pDmaT8GWWeLWGcM3(}}u!=^efI(uXelP5qB9^D_&6^5*X6XI2W2pUVl4O!*<-
z{MjP9`RY|n=;wC}>1Rushl|gn&tX;wZ#3M;B(B)XsD<sBSB0l(>b>Kc58es#AG~iB
z&QD+ETJrPx!rv~xh9<6D!mL>|PWX#a$1k&7T7ORa8sWm<t`L4wdolgzqtBslzwJ{x
zu)0l1JoIYDa?H(ib=6V)&hyWpKWNqqXXtha3pPB&KivNqeg7@%GVi>X=GA}vnqK1C
z;cD#~pzrR9GN0Z117XrjY2nB_<}io<p^RDl`n|$L4(#K!F~a-ppU`i=GJ`(n?AwKK
z+jRO3-;wm#%nbe~i;fVCYo_s`#XsfycUbxJc1>pX9k!IAmtW5x`O^-1)(bE3OFv+l
zOD4SOI-Gnq^ZaifXYSno55Cj#vFphno=TVf@Q1>??#(n+{E)C!`zby3s$bWC`s!Nd
z&Cm|v$QvK$FPprF{(y+mm%SgNOJ21y(@3}Q`j7wU`pxs*0(IMQ!tSHb5qg%@GjG*j
zCVY7Al*}3LJx+Js@dN(tGv+f-@A?gY*USp~n5a(pXz~pDcR&22@NjpL>$35;3o{q)
z;(u1tow>7Utk8AqrObV2ucx=&5ob2OHcRNANC_Y7$1rb9XyDcBzREmw$fvH|XFW)d
zeg7K1^x@a&O^=?#e7b%;e~as7{)|o6WK7NL>bF%rNFP4$SM(E4oW-2ec~izSutK=@
z>-EfI?VIRjuk2ygY#%2qzOR|T>iW}!bMDh+t`FTNeE9Wl!FJEb^z>&U!t;r7412~+
zu2o9}=E1$!?s30j6zJD367~|0F|WORHM4W#rOe--e44*=OIXl7Fp;*O=%VKu51|vk
zT`qhub+v0v>gRm_Z{8AIE6!$WdndX+nQ$iKT(1{e4rd>He6gMRxaAo77mu9G|KPZ{
z>9;1{mRZ`ovZ2FjIcbisI~EPIb^fR?iH5v$>gJ4iQqtN;9EQcv|HLRS40L;viAX<N
zy*4tZ3UWzCdgj!btLDU$FxHJhHgaE6-Rlp`*>YYPk?-BMH~edRH`5Ex_R}-3BbmET
zID-EA&b#@GcYNtO>h|+pUte*GVAB`TC$&sr)?Cp`KjozP;t#el{WA}zuf4}lui5xB
z*Vmgr=gl)eqeCwyGpF@jM}KXYN?-S*6X|Pz$?^?H&ZaN_zuC;~XI;O0<-5<gPPi{l
z-?Y{ueD=&7`f$5e*ys3t-7bBYj-T)VeL~$a{A*T@e)8<YnWsNl&hP!nA^a_!C-F7s
zJW}`m;yFUwyL&UGwMp9k`Fv*6%AIu2o+*O)^0)Zy;bP&r!;TQX{_+L-)5zoWiRT~5
zZ*kqszjf5znY}MR#&5o1FFobU@yxX)7xITJo*-=4)xzwnEE2-MIGa!2>Y#UJqV!42
z?&IH>eTeIlsExNAcDC!uy;sqZS?zRs+LgjhYoJBmatpukg4<maFLp6^YUVT4#U|H$
zb~#<Q?=<GcwT*)L>wUEF`{RUN=RM_Wygnt|am3&2Z@)Mq-2U(t{OM&InJ=qa=^J+I
z1jm`nnLYlO`CnR2ag|?nEWLC2Y~gNt9(~y_&a4-HbmQ)dzi1eDhl5#DO$e#`=Q8j1
zmuFVIX5?>p`XT<gQ*Nf++v}OyH$%cBuifeT;nMpu=bvxn_no<z?x_zkx4rUU=GT>{
z^A=T*dD76yq?6m}x#K1?drm!y8UM;=*Qafdx?Wj*A>DXUtME{o&BTkUg{5~S>hHVi
z>AIT_-@!-6vBK%I?r}Zx{$cdymb)^?&MOm6Snvn>oliGse%!Q<H+ts^#<L%SQOLRc
zPv5aIpLDC4N3ZCn%Z2x8%dw}>ZCB4`URnBQS6Or_V?X&z+V<C1_`|;3K_CBK1;66v
zBbYs19m3el#|d9t_YS|9Cun!9TzKj7^Y=`A@^Ab*yS59P_N`=WS5IMT4!_>j{eB(u
zOWzChkxln7x6|VU<Hp&-l)JVvffu(jWY;XA{N9)LQ2Soy%O3cIKK+7A>d%>3PT%_4
z@9EaeYnkrf{gSWidXWCv{f7&imcNxba@;YzZLEb^e8K1Z7gw6-?Vn#DWG<S+{OT$-
z0|P7Jz6-D6pa0^iOw*s=;5U6n3cp!+5&df4X-wOnE*BpC<0RqGYs&bK*1ykB(tOMx
zbxN`D+5g>=seS238No8Zzqao~`kMDl!m*bYFS2{z;>S(6ik}l}79z7r=E(FLuG4<(
zr{8^RF+GVK=Nhl6rhobDbNu`ZF3&uF=*zC-zwl+=y6SqSW3@qe?(w+m%K(+x#Gflr
z^TLd`qnasM7S7ys=bQAMhyIC<&YvT&hu%)t@e_n!doC2dHvNo$^dDXHJI^l?IxfAK
zk6nIYrhCoTG(Ag4-+$Lfu4jLE7JbLk)96!TPx0+9UB>^6oXY&@A4cKT9skHou{_VS
zZ%-F=^gRCc(z!JCMvJh!is08>xs3mO;#>UAihDEUanoE|zSv8Deg6&obyq#g-10?|
zsW|ru{=#E7^H+S>DV*{$PnSM%Btx7vPPpG|*mKJtHfJvW;E{~^k|cefcNbs3u!n!e
z@n&Y>-b$wA_#)a~w2$9>;@-?N9jEgTeNoK(e(VvM(<VR3A30?S^DapW<n`~mUYgmM
zd3X1F{GEQnwc{L*Q1ZN+-~9B<-F?65pf{Y?DLj4Bbm5M@C(>hfoaMSZ{d0Qjm6I9j
zxJKdquO8!fRDH>7QZMi`@9D~PGw;wxjxQH}xZ!$!?lLFce9!OrDP=9p_IbPb^WUmq
z{_#RFy~I||TwP@mmhU~!_3Ar}aP65-?Mbc~$n3oORo6)?BTQSv4_vR^wuRpP^@Xm}
zfBG8lpOmJ#Szox^cZM^sR9W~}cC5&}9KW7_>Gn_P8iSfy8c}7EZEw;aH2f`d{t0K$
zp^}q$OXbIz*Si+;(;Ym0%UL(`$GUeg<cu-QvL$<%la{%KJ1fo>T78p+PmCAPlLm@}
z`WW=!_b+7vyT=I3KqWo1`yAJn6vu3N`(C<}SR~x``ds0pGj`FxO3!2dQj=mfeE8SQ
zquVzNKU#ld=IaY}{I(x#qW}IeC46wrEBy9Le?fn+d6V$FXBwDWp8v>I-j`&0uDg$p
zKYxv|`;5cr-@0F;tKV4f3Rf?3?eN{0@7;#)jZl9zxYrx`l-0G7Msy6GeEjO#NbdYq
z%Fp(~`Wy6{UF`Z~4;)+RLowx^kLqQ`rJ@iz<kO#IDP{MWNXC*0qxhHdqYNTzBWQld
zC6eotkdvQ-{Hm!{Tr3>zjz;9X{lRQWan8$yl3^;$##vY*>VkP;jEx5i%2*HUL6B20
zoD8u+=%`n4-K;+tLq+B5(8sP1dc``R9{ry@?r&`b!H_aat`9=#Y)^MEmXivEXbple
z**9tlF!Hld30N5HNrr-KHzmm<k@W`wiI)xb1hb4pIiWVN0H;g?LlWSTOo+KDhAA-3
zc4*;`T?2otXwq*|!JmaB+W#jEcND?@_=O2z0+;|MfC*p%m;fe#319-4049J5U;^I_
z0xJo1QEKi<bJ%18HY*ZAxX~rl@99m(y0|%YiCB`Wn&V0I_rjMsZuwT5_|fP-vPSWK
zv7~gjQ&R*M3L<Q1&K5NPCyOp9(r$o1-;EdE|Hu3Pc>f>o|Kt6Cy#J5)|Np7G+wlHB
z-v7t@|9Jl&@Bicd|KaXN!~6gLBm4g&+@@#}=l_KE&La39zc2wz029CjFab>9J4@gP
zD^$`C2o}K4<Ib@EOMXDm1HZKGhMOqkeJmR>n*Q;BtuDu3r_lPV|Hz+nN0OiWhaQ@n
z>(4MPI^mO9Z@X@|WE%5f?<%J6q+XtL(acjDTy*m#Q<%LE+nCuuRMGFe_xJiP>tE|;
zB`WCcJv8&ey>K`4&PVy;n<ix*IPxlb<@$&a`1t_;_!I{-{cjfum;Uxj`i91zyPloC
zJ#*#L7xICN*76UpyV<onzM6mg;yaj(eGl(GaeJoWksJ6w-d4nX^z4Vb?>x3nc&6tB
zdTyqQdFB&KeNtU4v^@DLf38(e&zpa?@Y)5f{HI67gtP2Bgf_K~pWHk~*!*ydKz@D+
zb9?p0Ox-f}fpI^5nt%QSiYc)^y!)+-FXE57X(oO9?|+fG^~v$VlioklJKu2fC!PKm
zdeb3)b=~~*Tw!VNSN!~?b;9p=k@S(*tLXFY-o)HZ-$kEy>09(yYpUt{8@`~etHufE
zU9V%VZn5%@J&|Dk^rN%+U)<D3U-w!gzvbpz`N^TXXx#z_^Yyzwr;|&*&K%cV#sA`x
zn=`N8e=A?~`aEIXi`UY`rU&ZV*i(fw&pM%g`h6>zi)Zu-KEucK+3u(4&A)v#v+>l;
zG~KOb&fH<6pKsYFaGp=;)9=|wpLoyZ^rwH_K~H<eO0U2FicD?f4SvF<KcTN$mgbrF
zdHS)25_*?yBeVB&%4M6>N&kNO3Cy&KQ-lX@-^4%v!w!CS<7}bhtc&<b6C3&Udkz(J
zE4{93zPy$H?7DWLB6Ask!^d0cn@?WlD!b(fA++so;a7iL#(z<%W+IDTVRkK>!@Roj
zQTn*!*Dx!$9l|%=uVq}}GUltN;CE~1T)=!b`v(4J_a>OtubodnV%<hR(lT?;h8dT^
z?|K$6{eS-xUAFH=p7{F>^mgj#J*)pPQz+}*#-Dd*1GA;;9QurH;moO1&fv){=h2gT
zt`{!RA10i0>tpnnbIX{>3$;A+@w)o^?sC#I78#kl1X3s|{wd$}_^(~ZUYzFle%>j(
z{J;P`sqZCz)4g}mfs-4Ae@x%Tzx?B~TwjJNTr=l9C~TXmVjkUk34KTGO5x-`uX1T8
ztC_FXFB0ZGa5HZ_V;SG&zm(azqU1qU(N=-1UdMDFUnbOCrDa}w(I-6k!GLS&4TlNO
zmObTq^C1&+Y~Mxnjc?X6+Uq{z$DMXIy@xoQ9@Bp!{bgi<>y9_u=%Y0|`DqPXc+b^W
z@PC~9^aE>C+xgumED~NhG0YULdw{Or@lj@zZhoft$LD0)C%okf|Nb}hX%DwB@l8L?
ztoi#<uGd$cDSUR)CHy11Kcny5e5mmH`5xi4H^(uZ?_5M*a6zrG@~I2?qx(9Ao)qI;
zxBCqK>k}4aI9s`}V(%Huq3tTcGX8wwp_A{UV_zi%;n^E^YsNexy#Ir_!u?%qT*<jd
zFxSo9Nl(ApD_oI2LWm!|Rk&l|4Em_>Tl9U~Dl$I(6yf@pwlRme`k8Z{yM#aY^@*A5
zkM9sx`?t}XPWUao^W$rHTggLvKDvNnw*B2gvw>}N!?nfqFOPeaF53MB|3v3`%p<3q
zletKHEq~_cFS>lkzs4H_`pi|$ukLBQ_`3RQe|#vz-hUDOe^1|#d3Z&w>ytmf$k*?i
z#MJ$zPI&+P+i2qh<Cvl=mbvZ`uA?8Z2l%gNXqg9Z{6G5j?a#PoxUb0EdBcnR`!g5u
ze>nP9dhK!d2-M6=TwliPnGb~3{HBu+7f8*+bn|;p@q69lnYYd^rQbRJcbT_mTZA_*
zIGKL;xtYQ}$2?A7v-wc|jm{tQ{m=ZE-gwgW{KgH(Ggn00h5H}=6Wz07ny_yCxXjC^
z7+q^$7U)~<i3nF+cQSuQWl3hkZPoPF!=J8SK5r4f^sQ(1yty<^Uvo$a^WujO(mOAx
zV%lqd<O<z;gphvRK<_3m<!@CD@Qc4HqHp^9+02L0dg1w7)BHo$Ey9tT-=vSY?n`?8
zPiF~p$Hp0Mso)xOtC|T;o9n7<KbCp_rVm`t{OoIf*YWN>%x_<(Tg%SRoc+3sxuC0-
z+4jke{2f!yr2qEB1+I%8sbOw>vrcf2Tb^0y>B(?^zEGI(rwPnUue?b6C$DDg%Pyz?
z@{diz7f0CXA00NAc3rFHx3QnoLS))7zal8;AjBWG<$n5R+TWr=GuzLiTliNfJD9bR
z#hldHC~wCf@{<B@Hd6i$c(}zr*&U?NuLb(ib1uZY>{&k-4)(w=65!^3)*lW=#2*AC
zf&mJO?t&iypr4J4zfnj=f*a8f$rEfGZpU94gP$G*;~+?Z6ylBd(Gb^-e$|k_r$3sD
z4bP`gbe3>~zxXSMM9|Oni18uUuCC<TNDn98(65jY3SAM6#NoH===Tc$-`;u0M^SbE
zKQp_TnQRKZx21)eP(zUHT<N_ky>G~px=Bp3Kq$g&K!b<^A|i@{hzKYuMUd>hBIU6n
zO~nQl9+YBvq$rBQ?{j7*#joGz`}^nn{Jy`}^UaExotazCJ@?!@<(&K8f4-~&5AT`f
z>8v#p?v$K-UpCeVWMQEKRvG}ukq${v7@CufWr<nd3?ML|1yT<%Bv3nPq{3nWR1g1u
zl^?^L&gNlNzI8Saf73bW|J&Q1O2H~MP^p3c2@SMxIl_ih#ge9lX_6$#lH`yirzC|-
zk|If}B;jaqR`DWy5TCRp7fJg&JG%0HvfMy&U^0^B7P6cfkYz=dbG@=$Tb2uOFj{hW
zUHP(HUzXjOvK%hU@h<!?%PB}xSC-S<vK)z|*mFn@OoOuAQkDY+vRp%Qq<E3Gp5(xC
zCt0p8%YGEtNS5=Er<p@am*rT8gtDv1ay~LNksN7mY@;Lx)>g?f@{&BQB?nep$+GH@
zaI%f$z{)FGj*uLfCuREhP()+Nf%V<8++K2Ek(MmiksMg~Ez8YiIUQoRLJg?9s^q}Z
zD_O4Qko>aT&}yMua$qf%EZ34{F9dU<z&zO*gWc>xS#BpeFkj2EhQv5q(;;Qca$CuP
z#pJRa=hQS+Rq22FOFN1}8%?1<w69^`{7+e3cd@Pg=evf5X}?4JGXfGxk?E71288!}
zC8e#=$01=q*a!8eOG<DCYR;tuXlXvSMSam-i3vy%4S`d!?e35=C09iKc0qJRvQN^o
ze8DhTM&ZtWQ_xXvq{(qeUdh$f@U<RB#cT6w1*6delFMkBV4wg9GL6)Y3g>l`<t(ox
zPc#LJs&2#@y}MB+R}Z6)(TZ|8gRp~KucX}_bdNMo8MPMFj6%<nph>2nt{KDX8&F~a
z$&CCt$c45BGO!&c%d?T&2pCl)2i6rzazJv#yE2h^Iuwi)=p=V8c56zG1o{$0!o&n>
zNsI)8oFT~#U^*xnYI3JY&MtAJ1SL2ZHTjV$;E?i=y$2<dlO57*?7&*$UC1(yj2CJ1
zP0^L8`t8g%88DDkFY?|&RxK$-VJHhqt6AUZGYDpctie==L^AjtQalQrN_9Gm(8!E*
zv}U$Zg%s($69$)w3S3lh8j_EOLQ!BavJMsKG)7Z>@)%RU@?`Y0OHz!mOe(vk%7)ae
z+J0<IqY+je)g4lbBs&}udb$W^Oj_?2jD!aBNRlM0JL*B@R5E%JeOkM|Q3uvpKoa+&
zQkCw(u~fAZoYPHmB$L95Fr1($W3DWF(V;~(VfI<r??j5z{H6s33UI<BIj~SvQW~|J
zf&p#z1qO?k6xrL-Mu9`hm9zv1Why<0S;0qL32pc#C7QI5Eh+PZ7(VGFBnCazJb|(~
zi;#+XY9>qrC&N(*7K`FQM^l$YFs4+<XXxk@$~?o=t<$IqokG_}XPQ+cm(OR^La$)J
z#87=W6NIv|Nkz3tcQKwmhCFzDgsC<y1I;tl8-%$fLkMV@lmMM)pv+NbzXsziIninP
zQj~!zjn<fgBqiJE4s{nuu2iZNdL}tk$&u>Ll4P_BjVo#c6=g^=Gn>9J=(aS|gJvW2
z^}@lX@fr+`hSG~#m@^-~B$$?3Bq2BY$VjmU1CHiPS}oWi@<Um{v9g?lQDR``PIu98
z!EEV<cHC%s3dVE`V`zI*j-b=3s2>UL3}VcXW`<e=!N7?3rb$|`%WzmaH5`MRN*jr3
z#0`TkG%zz~x+EFxh9;|GW+E-srczwNu)zlA8_X0+(1$q+lb16XVOC&Z>c~!&<Z)*D
zplVHEMd&iqW^tH$GSyU~)3}q`tkp&9BnK7&<ILTbp#;$#$q-`>i9yC;xXg~}nTacc
z%P+}LvKt%B=DCu5m#H%)(l)o=qcGX{F!~HkC20^li1C(=Rut7Sm97OlQmfI6K?x1P
zRmGi%L{X+u2AiTVnjEJXks2vdo<y3_j4`%sTCg+a&X#0!MS!fi3$8~H#%UxVt6P$%
z(9qXvpj8eDZ3;qkOjkytX+go+m}7m}k}JvRGk6-Eam}=BiOi#l)dXh{SK=IM0Y*19
zKZtH1^-RLG4$XHO8K$rXtOcE~X~9m79MTNQ*%x)EK-lP^82n_6O{_-2I7oyz^gi@p
z)PSI5M7SWQU<Sr@FBLPz_~2dCJ(}K!j27d`xEIC>t0`&@{bixEQ%sFGgXr@@NL4gO
za$wOn3aXD@r(S~M3rJjClW{FZjyz1X7#f)NpfH&<pe349m@iL?F&uR1m}y?GB`wn&
znXvt!$CNfW-m=x8*OoTTYD90CC{>O|_%JgX9;<VM^{pux7Mww%z$kD{a|S!WK1oDO
zO}K_e8R0aTt!q=TB{fgZfsQdm@-*Bcp#Pi(t^z)?z7BMu^h>T3Ylflmftvs%HPAg|
zP)1)8NvmTHPh9O>X;w;_)p}YNx_YK@7f`1KAvxw>WiHK2FswVwzA3^?5LY0{xJ03H
zC0GdKBCBZvAt)23%seS79R*Ls)dsb?nzWmeJQxZugc5Ll$)Vv*w^r2ZUT6yqXLJ;V
z$VHQ|o?nu^q<@!Us0L<YT(O+N;nr})tcdHCvlp&g7|xn8*%(4y4}%&GJM~i=yP{|)
z@*Z@00R$`z_IF5elAKTJT#ZQ<D%@Fgx8#_OYlDn_K(fwc{TV267G3CZ%Y+nTanBT?
zM&OU;a%q|?!lgv0Q7#obk+@TG;iMK3L3dBMnZj3mi*V5$mP<u89EzxdKRAM<RFYW`
zQqeccgXHEnDh$P%pGXu<_hOU?|Lof7l!g?P$b}NHN0mjGb*c(Pgm|t9HBy0$$QOYG
zk=RG72vZs}1IbFoBCVoCL`PbsP)V8=h5Nt=7s}TnB2h(zqEgaG2t()1Hjp9|7ZOJ(
zk|V6TwmK7c@zq+G_wteyCgEeQ|5tOu@UQYysewujRBE771C<)6)WE++11lpQwBOS_
zQ#&k7U4!>D-V}!%pm!?{8FyrvK8Mq|7jHBi&LF+i@;Y3tjqn9{)smBkGkBlm_GUV?
zG@}_FHIPT^V+8P2kb-obdl|iOOXPDXLyft(cXB9(*1;-ih*_|!nlZ?rrznTB2=|v+
zUWbgkGr!N_>fR`?Gu}{`Rp9AA7iCNiHlX`i)QP9(f^=;0G#bdp7PrN-y%28{-J@e4
zujcT21qbk~1hEagYV*4M4tg)<PH||R8fGrQjWg;D$E_{S<8_-i+u>>mVd(JyZOBAx
zaKq}5XW?-w9w{U7nBa)2RmTYLG@NcpQ8+Y^LABC@I5xP`4>)8U?ZQdp9!jsJn@Y)|
z(|F2*>hKhUyI7Y)YcxI>gPTT2UDegKdY!n=EnD<+<AB$pL<f-<J>bBDJQNl_%Tinm
z+|=jdbXR)Wl}GjGP;wd1d-)L1z{60wqjsI>sD>#Kts_}=JVh0_9ZENP^hdUoU{gvU
zFEmvo;|VYsO*Y?b`5=}Xx7=CS#WNN<HJAv^W7kNM9B|X%z&v`p35^-Kxbbx;dDPlm
zhth?F@%bHEmZ>kC8Ah*I(sPlL9yhU}{zSdAQDQy{!ozp~QitQchZp-zW1(Lv7f%G}
zea%QS@U9JtQfe53$a3T{B(~-^6`4)V#$z&R9gnCpuqh-hMfIp%*!gaHPC-d{rbR!D
zgOZZ5hX)Q=OmMc@-}LSfl}^RuQ$9?Np0Z5436mV~#UZs!uQgKe1rPDw42O)TGT6n)
zF&*0C(aJ}Pz_WfTbt4Ky3C27$mc$=`X1TDPk5?P<_)>(ogJ@q=?Q(;mH;kE-^-g+?
z;m4P@^dyTi8&ZGc6)4H58RKX`;B*izC*vJTnwBS_yfl=Hx5UYm2hXn<VNL@Nax=-^
zBovN%gDuFYWS9nQB3Q)|av)3&T~KHaBRrI&^-!=8+kq4&&%+A|M@&5!P9~Xl0rf%y
zs+C3>s+&dI+Vrx5EF&8YhF*gXG&s{CGxOa9_FI}mONMz+%kt<k7Dw?81e1xDQEDAM
z@9J#Yi&C9>m+WCW)$TN4mN~GVU=6(F2*C2_eI0e?AiSwSM>vC7R>A2Gsn9{M%6(7<
zy(Ke8A|AD&iz4U^d4hN!jz%cKx_EgGx*O7E;_ZYZs;1c&W||_|6vKQ*cew6ol1p<9
zI#SEFC6(vUTL&0wfkR4m$c@d~i(u^NFeTM!Mn{$2^ooLd4o`#7MO7L?GQBQvIPc1%
zUULSK9j!EcR!88y8yZV5oV?VBn1pC%m`p|{$H?*wI*8$u0{b=JPavm4P1BNU)BH(>
zj2CV+E6l=ingRPm?0knZHx7L{3;TFnhGi?kTF_$w8E7>0ndXqk<E=#&btFtb8ySK%
zksyysYKnP<Ce`3DdVc{yFtQ6AN`g7E^BmfgDMn9vTS4v2h2YTe3`~;AWSTwfK{3Z1
z6pGOdWo6QJ0&f%YNxXVycTK}f1~LbuG4i8wqZQKmXnw&9W*Ss9qtf{{WW1U&b^yNQ
zJ7VfuHfdQxeKaV~A<sAMLkre!gUK9&H>Q56;bP{Or;~Go%oFbrF?qw%ssD@cS`fzN
z3t~#mNBIpGqVY7E>5U#45WN7PQJ?LQW@1AVEDBp-nz+-5!3zbtnix1h3c`gd4Z~@I
zHJtCn%zz1A3C_UlL?|v;2Zdv};blG~rtM(K0jEB`z)OR-1rBlpp_v`cs}Rho0gVN+
zamkv4@1l1HkS+>cjuv~Jcz9OvOz)zndOUDP($hCSc(%r~b|fCw=>#6V@l0NgTrm;&
zQx$*k;7`xubQ}rH7XhvaJm@16lAA98BJgNW59eA$6g||_Lq7_@2hZ*}px~8)eb{_e
zK_%j)1eF$nXMDWHP^@a;2ci#&feciYnUw0rI}iN9{|dc3po&yiv>IW`X$nCv8muHF
zT7<R!|3sL&BJ9M!=9cIGajDBa;pKc~qv^jWJQ83^#C61VI`dc}d-D8S`YYMzx%63)
z{z%=rV*N`&zII?0w&3+Rwn_BX4@mRaF?EG_<hh3Yv$GEib#fNlkh6lX%sS8OzB-&W
zzj2P=&bXy##@)x?Q;&+h?IT#``z3nVmX-YV44>H0X|nKTyyCg*$#tB^f9<I@x4Ag+
z=0mJs#wFcxYpkB?Xcy{~Iz^0W{vq>j_@<<Ta=GOC*|mD7XD;*8S2I0*eqN{_Q=Ve}
zDMy({TdogV*GIg(yP-Js&~d)vyF;w_qYI%k4~-Bhv(m(iP3wuT4ulD3izj&Cj+yNG
zuGiS|uK&=-Z;RsV2S<8t^m)^B;>=<FX4a$p@Nc<#mrcL&F-N`@bH0l8T-Y*_wV9`i
zbDtm8Yn{9qicFfu9=+oumKpH?>*71j#`<cAY8xNpjT*h>d27l{y~y*9KI4l{to?qE
zxEfW=zumZ!x4zVtJ=J&>@8kbFA9G_^$p>3k>si5MQGD$Y{o}{`>2F346=8q>Jrtf0
zB}UHg!Ah==WGRIQ`O|EanE(7Ytm*d~_==0?^c55Fs}ARTiA_J;BaRJ-(jy1AV@Zme
zJ#lIl|FL0r@!khL*q*z)@`s<@#z%g!hMyeqAnP|hoOS&DciwSXwn#d+i|rceVE)^y
z^spamvneZUi7$-%M0mz<_Q&+Ui$`a*Vuxxz$9A>8#y^xamhR}PA7(-JaBWrJ{mg3C
zVP{ow|2;kQ4e!1ms<S#=JR06iJU=~-b=h%`F7@5V&evU@^oH@Q=UD7gQFqc8o+XGR
z?ek1A`}8L#YxR9YzHGghE$P!X^i1{otnjY;Mc=!IGNWLmxMO@j7CpRJuh;d0=g3#<
z^h4vW2#@@&-qGlkbiC^sK4(U*_;E}_{iTch*uIhXvy*$BqQTq8JxQPDv)JWzLM=X;
zD@MMsmc1S^mbKh4Ozd4(z$U+ci62Pn8FGAeL@a$QK`huFr+*j<us6<+WT!W&BD3|+
zo(uE)v89hQy(lt?ZMiP7=Hu`4Ts^Xcefe2YXxS0h>lgQ@=zQeko}ZuA*!|aQi&G~j
ziO9g>q@Mk%igliiqUEx-;>5RCd2zi5nRsp;uUAs6*Vt8)O<y^QjX508tA9{Me^8nv
z?zymo-<h~mceF1Or{1~bS^If6w(zkG{piUows-s<apZ{?JlFdxqQ&zEMU7KK#Ej%o
zV*Thxg!KLW`UeY#v30W_)F<q0Cc180CN_ULoSo~vlx;YZD;m$KF4{KOz`G7yk@Q+d
znBGVn6vdnJ#iI7dL%#g`M8eNUdOW>yy?*8VB7SIBH`aaq75xHB<nQi3p&zQbA+#~-
z20yT_rx<adh8VN?u96oI#qoY)xbEpOR*cjdiGkZ!z{Xm!14UEy;<qmG$6t*Ux4VvD
zf$KU;+PF@<@p(6WzQ3#J`|4K4nrvWMEnA3bZ5y+3KN$LV4Xg88lWU2~^&inomT%@m
znk*D)d$ROHRX))drmWTHO>L&HJ>N?7T6I0NbXKyM@?)|XHeoVr8?}f%>1@p({NaJn
zzMHeS!@W1OVB=TfiKmX~Ckk>!ZtyZs{A#|4Y&;?<;**x4su%X@2b2O<(s&q8ty^6r
z=$rM(`K|f*Bj0!;vTpJ>n|;DtweW>Dzw)-H-~QWtLP501ZSkqD%^M{?jQc>pQ2Q1A
z<|}9Ux!YUBki;1FeNS1;d3cJr#y0TB_C|~RwCa4!bBnotZx=D@b|JqbvzF(0ek>o~
zrUCOy8~IP;>WTHce&<)EwXEInN$fygUv}p}nGLG`L1_KQi#^e8qnK|~xV~Xx8_%v|
zSM||`tS{fuMRzClX5THGz_xbyT7UDE0=}X68NPAJaUR&Y$n)VQ$Lqxx#*66r53=)1
zfAGwHwgG#p)p9-j`we=>dsp%i-xu?7$8PHj=G@N$f9&Aeyq9?(VVLK$s=M?r_Ig?P
zuLC{RhN^7d(G}v<!){*ngX{YB<$ke!{7SaD+7?f(-N|g!s2s8Kz%jAm&GsdF!CJQW
z<!wCi*>L>Y%UgQcuLqRzl{0<TwV^C1@;~yGy|_yzRx#+j1%VWz5m)%xfCVf3&hpDw
zvEyHR`RdqZVl92#D{a`S=Rf9m))>T}*>znX(tjPFe7320qo^gj<JYOI<J!}n^Ksws
zm)BKc?`HPYn<P0sL!5&{OV(@@on8!Q>zcjCZ~s!ve!o0eAGau$1+_YQ?3PFLv(LzE
z+Obir-pvN=@w=a7*A`C^!>b<G_aKn_g`XO;MThgnj81>om*Eok+vxtf^X5(c@R_gm
zt*sXGd*{Dca%x$m-t+x^{C50$9=)?E?{=d;+wPji&StIQ(f6+6BVQ}wZ+*8_JU-+R
z&$ae@^#<*oVux{5kKK1QbgpJlL|<RaemZo5d4Al(FQ1(#E}lK8uTh!UuxgneSF&CI
zrDO>&E*iiOJT{#<o_|=c^GbCVD_+|F;>Robq9MD)`=NPa;*AGFO?K829c~`iV{$gL
z^RJ!Khg~XShu5@V!|$&m9(p-~b^2;3FM05|r}OA7y!+$N@GobV@D|_r*|yrbY{-~p
zp8Zco@+H5%%+$4+q5YG-*EgLJo^RRRLY!!=e;ya-xjL<O(z#7l*p20F*??_sUMqSd
zbL@PaUz~m3<2hZQPx|pk{nw5YSh&<jEYDcRUi3wX)5D|1{MvW3>5Yf#2`gss70*oI
zA8$L%q8pCq=W6ZKk7oMVhzx}to;Q{E`tnQNx9cfh?f2cH@i-<@2TT>0f6e8)la})9
z6ZY^SHy;z#izR-mc$S!_dPJQiX<~D~_4?K6+mrGazn8RQco+RdooPH)do@&iq#0Y1
z)}PngJCLiBB(`l$5r6-yr<uD|n%*sZ1N-e_3>)!}FZj&i@w`T>oxJeMepYo%4FA0L
zByn`pyB;O9xa7VD4l!%{3wpxHtGxb^@#0L_1lD&?9{by+TD;ekX>8d)wuV+!J;b{9
zT`We`>n}dOub5S-zm$2Z^w%FA-d;@KxRtM2m7*ugBgNbLM2~c^72kPZtT@=IK)mrs
zBYrToK5y5duRiYPB9XB9s^_E6Ul#RhWbv*|eiIXy)@9FS^ku&Us)(K|stWC5vUt1Z
z0O1%`EE03y4>jNNAZy-XyXfZFB3^F)Thin|7L|m}eUry7E#l`km++d;Z{quA4ELOE
zRwHRr*4O-lm@_Q-r&Yq;VWEC@Yk(I-^k4<8R<XxlFXC5EF5-`BTlKtwPJPef$s+hz
zqDb7=(lh3TE&5YWg;=cz&hr{S?bjD(f65CU?kO5<+TamY8ndDv<G3DvN_W>?!LvSH
zoYdL*Gavl%DbcIpYoTwa1$c*HEA@7tf1!)syF<>rUHY6k^F!;Z?$&Ruzs!>!=%OEP
z`fkbPZSDCxqtnE=qtUFv)`!KOKW2Lh^45#M+N$EEfk*X|ZAR>$o+gV+XZPt}p6Zgc
z?BdH}->;8~V{#pK?uCZ>d+!|6+x<3;y?OBsHtygezUFp>{=Ua6zB>AAN%D*9^)Ht+
z6Fm+GMT_0C=jySBY{-+#+5XR3h(-e*XI*|j?|Js!SM&`36YP|+)N|ws&gYIFr+>FJ
zl`U$u)AQtat=OBbyRdI!s`Kv~FDzO7=>wrxKT^dz^@=<-^n;<##&i;GUoX`A9sYWM
z@Ypi(_No}Rxcbr1l7{gt_RRCbzw|TS`O$Q-`K$gyG;c2g+g{f19gwE)Ie5_{?H?w7
zk8B}2PT!$F-f9z{v|zD*^HryaOrEA6ojXiV%H6@_8dv$lj?tnWj}<!}Pv)5euk(*i
zYHZDC%h;XWm+@O^JN1J6E@JO~cS*q)YuLeN7kH~nGRv#mNOTB%$5)2G!^b#kGuMOj
z`0-=A_fI(RcRu04Fg~bcb7)bU?IqK*3iOo59Ym)IwQ#%lgXgu_U-WC2j<CXWlkR*k
z<sq?i@CSVCy163f=|A*Iy~5d|Z#s(R_Z90Wc09ljO<KX`jcqJWtZl)Db^1a7+XrJs
zW~1@^%j_%qp4dd*x7Av<@9qd57;s5^x_rcIcMV;_)*Oo9*PlDaQ%B$A@2(i4-*enA
z#ytNJJNr#PzUI4r?1g)a_{XDO;Ma2-u&IB$PoMtycRX=Vfgaefs64R$zxWw|vJiU2
zs1LC(Zj-Y|;ul5{%MXOUdx(jv|I?x5bet>Y*r$MVpJ@i%m;VevGJY+9eh2{J`3R0j
z(7eU)N2t05zelk)tsl|tS@>y61m!1tQ;DNrdVzKSIedSJ4@f(N-lOC{WBtvj|FUyt
zakez&O(;kIrv;J&;P$)i%E}iI(6WFERbvGKit<BXS{vX_&&F?S;;K%I5wZ*MtC{&;
zllfmkdAQK`4rJnY1<F-daiKw)H!qM+q5OsEe!LlSC!1+=%VmU)yr~HCPsz!oA1HEH
z6s>gC!C&qx{`qZ*`7=e<`hQuO9;RHtpUO|A1}ZgBsewujRBGVANdrdMYTMx*bfU;?
zS{70eF1z5z_Itz0Gl>--;pB&Q`@_i(Lr3w+#|B}~cs>r7;SxxXcZJIc^TV@qIQeRk
z1tD$uUL2*U!9Y0qSn)U=E@OcQo~py;XoLb<Z{6{JUe#7rU17`dEaKm^>X0MZ>qOi&
zd__*vCz9!NDn=aKS$_Bcj3fiT(p;a@*#wS-`~s)52tl~G<~m&w#=M@B$uEf9@aCmE
z$!|$zz~h&a?sN`<6Ep|u;eHA@WjH<4kTRGK-$ypKa92=8wGA`^ncBk9lI3+;>miUS
z9)2fhl%Wl8)ah=sY<S9YaUMH9r>h`qTysR&=KGvlR?v-TfdU9<42I_<8?w9M%$iM7
zp{_#O_9Mr9GAc#vd?xm>eg(=#EpQ9E({LQ|u9;4`7rZx4xUAupDMYHiXolbEa#_tx
zML|Vym8YYE>WBbHb2(*rzuZoF0DNUmZGIn8RJt1~Qz*ch+6u2%1{7f+<TEqigp(R>
zu`K8bE><+zfU_1Vb{4gBNXbrR@<jNzvRzJBBcm}z@4KB1)#f$pb*LBFGrB?Dwn;VM
zEOMIed8ezs;fRO#D$nbTimhpMm=k9y9`)qMqu{n?^+g>?+Nw2-_z|%U8}xya+)n4T
zfO(F*u~1D+i<*%}?3_5b<=uW{gqziy>U0^^{06Eka4J(L!ogqYjB0MyLhdss1@We%
zCv@^tIhEiDRE`ccW|>Bc<{<hSso<QX65$~Br#oGdmJ)NIeTpUypxNQ@&*4rE2cRvV
zQ%2os5Rg_Bzz|%9Yq$YDp<l^;4g-Q0(4Xv#YHGJP7bo0M7_t=Ag?AElA%LL}0wuty
zpNH;51Va`&i{iCmhQa0-EJy^8aX$48oQS5;z$XZ4w7Q04F5K}sc{m00z$ybLtulbU
z8-t(}^dhaH$aZQCkq~}I2n6d&qi)PMyWMFNl4cd728<&Bv&eu?-j(Z=JCcjqDG#L1
zKy*1d^PDn#uv8P`9`a!@j7%p012qcBNl#x;8FUqlL1x;8Pc8)_Ag}}tt7WMczUo{j
zV&t2n1IU<BM!XB{A4<KL=2YVAqbDG-QPba(G$TVV$xs)?uh39KER3JD2xl=h19MIG
zOzgsVpv-X?wdl8KtKTs0T~+8SJjp1q7s*=yEmC;*EE;;v;iyk1L9^hQCsU#@X*5(B
zNjC2zHDW{uoLU`IeFYdr!BKH&G%RSi5pDKVJCYY!i)xYgoyHB~WN?0{bslb0I_;V?
zv5_$qWzx9CFhR@7?+c4m;;aUns|6@KiuF6?duYu7`T^bKC1Yt1uRPk|p)m&K2Rl&9
zVTV<l)oeGhQH?o}3RbQd5yMSsf{5$ShB@XMv=RbSS5(wwqbW^%n2yXPP-LP_(UdGy
z=`dFfp!gnCJZgpS*$r#fEahRCCk3$-1NN}c?BF&zluEgaWTietECD78qY3(ZHi}Eb
z6a-6iBHDsXxE%}+O&AX^KTNg(R7rg$WA=hF3>>9a!z-Si?{vjjHO|73X6P*Ra1c{$
zAqk5R88XE@IOj1fnX8hr=s1Q(9(5h213aKQ%`gS0A_ozS<ip!ow>|P`_U=mds|1V=
z@X@22qgvVLP;qt3WKc3i-@womqce<wX1ZWJ1^8gw0)vobC9|gvgw^1Y4_{!quwkcx
zmU^)*>ST$U1PP!!f6z^q;w*yMrQ>uETEm1}GuQ-U9TOkT+%%qglJd#sFqahMIbBsP
zT~J#QVvkFMX7n~<$!U*{m~M76Ejd9$%*9=h$UtBF&_bglM8~AA1n+`fV7^7@n0eI;
z&~Qw!1}PQ@;mO@8WBP@K$umrYQEHi%o=igvQEhZVEJB<=iEUt1XQCe|0tf0DL7k7e
zHaHShKwnM+fdd#I?dxNb_M<>_EV`$tHU=n7bBF;V-660FO$^q9Dyb~L>F&pIEOVL-
zF*GbAgcdSz1Tzs{LOA7~Bp8A>sPCd$me1&B;8i-QKi>%lIz00TsW+YK@Tnt`9t#1m
zV1PXT<l;vl0Q~I{<e|q&EwYB<f)ihj#=i)J3sCSqLhz9YzIHhL=^Xusq!j*7UV8HU
zliMC^0PqFz0`Tf1v6;*jNfp6mPydrMAMyJ*M{fIw7(@+3Az7pnY0767O5y&IC=+S%
zL2c1k!a!f~2PKoxI8UnpD0YB0w4%ZMKqmY{KmoPMivPcd`2UrkN)1$Mpi%>s8mQDj
zr3U_08dw>nRB-V3`m2LK0k0hZCCVpEQI8HC{=)zFbxZEjx!WCaDcw6K#&zwMm>k#L
zH#0HLJ7Z>|H!-DCLMN}!n`uFi;yRxFpir;3NoISew$*R#+|73{{mnCB$12aQ_4kUF
zt}wlDSY0+|eXf4|4xMY?Eny29$Lj0%r0DvrBc9*p{=&O9{#kGKX&_XTxk;~HwVuBH
zvFZAwZ+Us|o=x?qzHiEYSo-Y#85d7^#_i45w@>aYTpu*kV-r*nlk`!K%`U$_d+KZY
z)E;B`wJtvW{pGRj!)pWi&6gYU=f}+B6CXO*<8tq2qWi@wp~&t5J>i$uY|e-W_3V<m
zqQjHt`7(dFIN7qTxb@q|`ju?BdRO)2^E})5?!mi5zkGg}&)$4Rulrkd_L8=mH|<?R
z<ZT_ser^*cGT&Uz?|&gt-yX`*mw^BOL(_(y^*LR6cFX0SlUJVBbDG?(8}*+Od&hsq
zhiu=@hd#2yQ){h<y{fck=O63nY3v=S_qe%;otfN6#NWE9ANgpacxB}YPrqjkk<<2%
zq*vBvi<jP5&zDBcVmI0k*Pq`XArc=L$VyT^=aF6R^;CI!g1&NKQ?XxfrQdw>fu!Qc
zw(M{ClfrtBPGl3~B@x`$oVn)4g!+CN$2Xolz)#-0O&?mE#JZo$67PJu(^J%cZ)p9h
zIR486z4gqbEVlW~>!G7<?&IAZ>Fh+6F>F?#SZ`XbHruywFms%l>(TB$<oR^mYQ6WG
z;bLXb8!8Bk7n@!xNc!Q)lRY-aF6H-B^NPGCdpxgPZmEwOwktHTRg{?8?i2mw^|_%J
z22J6ulbef{%Ma++20hGoU+BuNr#ab?^=W#fxU45mxK|&(p(%Tz|2LkPoO&!_{%?AR
zt7mwF-<Il=FV*2gx3y&@siQ^pC##8Dn=bIaT+#>R#fayhTvbx*{a^XTt;J&A%@M5g
zhPte0?6aQq%RSh8Gd|XP4%)+B(5s2gvzm&!yB4$5PZu*ewTU>h=d+TQH$UgvYuEJF
zk360<zj2KI%9kJMNue)8GmpQ;6H;H--`E!`rVczG>RD|pPpI0N>5u%vZ$H&hFaG5b
zA=Wfw?>_BhA4V{-Z}mog`o@XSQ1Jif{w#~*9oFb)XD?!7{{E!++ZVM&>y1(TTE=Bw
zNBIXId~dk;=KJlTL7zPq;+>25*_%J;8!vSf6W4{`*(v!vkF4=DZ=N?)+|yKM^MYS{
z<~^69zj3~|K3J~iX{^NSZ+-9~@BPS=p|@Ln?%_9PguZ?HS$5aBDq_St`JRtvx<iHh
zVbQpipCyluXN?E=Lz{P=)AzUdyM9mWW+J)84!t|CA>N<1THNY*gde<}s$V>Prx>$t
zEuZ`3>d?&bxAXx`BJ@MMe)N3!=rVm<|3&)Tyc2x<XHW3May_>GcAPk|^meFD=hNKx
zZ37Xdx8mm_o9m6g9wt6+FY!@N4dAzGp66@pyc!ChSl?58<BI;rzRmpkrw_3gZUk84
zhmZ0{C(Pwf{4hq`|2fxVj`n2X%c_YgGpdxV{bX)v=XVD~`r`q8U-DL-*dddjPCOS%
zxYCCGGBHf=8g`QppME9u{^<Mofg9oMa@Dq>Ikn&CtZrX+S(e4kO&2}88}|ua+<%FG
zmLho`dT5%ccDf%w^ikve^WGb+2Ud;|C+0N}&tI9YcUZd2vp4uR{l2Gavt|?fh@XBx
z%pYq18<&lbd7C|{p)__u?^iuWth?t~?jCT5K6KA<UMFf8TheMPUwys~(>@8;2Xu{L
z&$RC>hF)3eIeUSLm}MtQ#*Z%w`N035J0hFq^jhKh?!^WAu3M`;_r3BZPpK8u2Q|6j
zX}r@P`mB9tes<}Q(8>H~`RN_k^n@x-7N6}1W!-g7Khx{i(5k8T>-TE&_^3Aj2)&)!
zo3}~i`u=6x_>_K2S$LypHn49ATQH!X*jZ<}7&W7|_%-eky?#-cNXlC(`t0k^X6%m^
z@kMQPN7_T41%{8!`}S3RoOGvn@vG)y?)_W!w}P$Mm2L*}{ctt(R`Fc%bjFs@Ppc#N
zgDd9fxBlT4*EgQw%htWA|1fusc>h!{_T1?oJu$NbEN#<XJ#c!XIC6hW{oQ_F>NUU4
z@T`u%(^EWSOGO92<?wCatjr}`dX@O6k!mBo+3?Y4myzk*!@M>Wc5-%~06f{f?CVTL
zKlWd+eE__qyG!fB@6u<%<?l8bc@zMU@ALa`sRK{Rmsb$T3lxCZgTFT8Z*n$W3w;HF
z43Z<o2L@j}{O5UoKp_YtXqKIl?#(d63reF1$P4by^QD^LKe*&8)&U3zm6Yxe;9VPB
z@<V)S-jsB_%&FLh@^FCkOp=};f_^U`9>4{WJSf1Mm+mgeDZoJ-De(D8K71>SUVy6}
zt2n&5-U2Z9z~{3H3S^j30hwv(d1X>Th~bEkKzM<<arcFeQYb{Qpe%yIlE>0)iU}n2
zre`7&0Og`uDjuzYRx9R#PN5HIl1f9YVFf*tEC5=eV(a(+r0_4p@UQYysewujRBE77
z1OG-ESY3DRU%`Ni1qM`XFrZ?C0TrhO22`-TP9yI(5|Aq%TN@0B6w!FwpNcKKlbK36
z7*Ht#11dHc5NY7$@hW9tK&2E6sFZ;L6$=cA3N0|8VmZQ<axkD$1_nfVhz!W}Dy3jR
z6jKTYgrM-1K+tk9AY_KaCkMG2!rPL8?J)9zDCJ;4#RdZ+Gn^sWNRbS$RW5dGnqWX2
zK*RyA`S^km1b_h*6AXxw;Z=60C>9tH!kb_~q=J(<57~Rb9izy}@MU4AfLuGsG7ioV
zFVdP|K*a_F;yfJusb1uTGcV1pC>9t{DF*}M6xMB$41PF!kb%H}C=Y8-Gt$u-3k;~(
zU_iwN10wlocvVoK1qMXE(eR%r78p>mz<`Pk22}nG21HtTK~ogd>5iJ<O(LzAf&o!<
z5*20nU?92)22{$yfH;GY0#t2*0U?4721HqK-ujUPu4FGtu)u)WhrcUNDFXxIgarmv
z%D{jqla|AhB70lffcrLADFp-KH0WDC=!HDUe#Hg@Dy3jR9EVegYKC(gJ#2yju{RT@
zffm?cKpa5qKmey<OsSC10s~?@gI1qnTNOIRc?%4vlz{;i8w?0BpsZ}_EI6xEm5N|M
zr4$T^lQ6er)B-J&5=OvXg)&E({c3^%u~&y|s2mKal!5`3axfrLSztiL1OuWZc<;O!
ziU|f(6blT9+Tij}&qQCFU_fMoKRl3y)D{>JU*OM!r4~uZ4Wl+vtigbz`AQiW5ao=e
zRpU4hzaPMWH~=@T8(J~JfEbJ|EHEHWz>$}ag#F;E!(IbZrxq9xN2j5hG^G>_hy$&x
z`bLtQ9tLfL0TmMrs90b?NLQOmDF*|>sw^-dDj@GM%9%)xLd66F;-G3xU=|n<`{QUX
zvcZ7Z!W%tXDF*}M2t1+bNMV8jA%+bG#0i(#F*X=bvA}?ejF^O6#R3B=HW*M*Y%m})
zVJb<ZF*1hys1U!7sq|7XAQ~c-f&q~TksvTi@}^@{lz{;i6ATDZY%m~nW`O|}3k--_
z5R(KjAig9Zt6MR_fJ!MC5G6u%>IeiF6hL7X7*Ht#11jZUK*a_FB9DS@PD3VmSZQpS
zU_k6nGF|-mg5V9BBVjG*{8BKWVu1l6tOW){ixEITjY5<Ui2xsOJoI3J0kMUDIVGT2
z3-1*h45*ZX0b#5r7!aj2hyJo4y9owFakwrOLMj^!h=SnV&!&#WEMGw4T3|rrFu{O|
z>CH!zNCRbHKqaOk7*Ht%10pv<xgf0t2E^72wUWsr)PNe%n<6Gqc@4}pxCUBaKqRYg
zP06s}3=#!v)H7j_78nrwCKwQdxeN@5b1lhcEij-`3I;?{Tm^i|(4qwfRLa1B$WhZA
zO%@msDf^O0Wne(13=D`<J*^8}85j_mAvrEsHW*Mb!GLH7W`ei^#R3CDV<s37i4j=l
zgHf4aK&1j0P$>rkA~UWpIW)Y{lX=wYUa%LM$29XIXoCS26AY-7g8`8N0VXtDBdj^q
z0t2GS78nplZi4}l1W^llNNRxr6&nnwm|#Gq3=9ZS?lzbDD>C{4mmLcXh!RV|fJjjZ
z2K*;rK+FGM`TKwWMz{QxO{vsCr3NZBP^p1`OAV|TqW;&v|M%YzK=7xZG^+glzsleL
ztNi`H%HRL1{QbZG^}qi&BkeCy1b@0z{9i)}Du4eE4*Swz2ns(a|6RX-9!!DIh=1Mh
z|KT1<s^tIwTiz*FHmXtsl^UqjK&1x$ztO<Th$sKb|5q*kziRRSRg3?x+WddDod1tA
zZj=A7mhu19GXB3>#{XAs{=ceN{C|`*1iluZTE_oZofiLJwfO&PIsYG3AWS0Hr<U^n
zabPAqYw6hf;o!-}7T&MfUKDEb|FMt7zu^Dl09>Lu*l$9y5`NX<|Es0^f7FR}%>_7b
z^8eLx{=Ztv|5q*kKT=}JvsbOa|3~3d$hn3sq97nl5DvY7YVrS3<UN$WjQ@|*aOV1v
z+T#DKrTl;OKl1-ooBywxu?|p}$^XaJ;{U6q{C|{4u`H?#w{Cts%EjXPboD>-|5cm+
zuiE^7)#CrFHvb=mAb`aOu}uCycHv6R!v^bJbFxrqlF9$afq5qXA4hWG8dq)pzgo)w
zS4;W-YAOF8DG}>Jx`k8CpRQW`e-vc$|5cm+uiE^7B!lBG3koac|Eo6tUp4vvY8n3@
zB_KF~v_1*^e{8VUKUFQ~|Dz<huF($&Zpll=-W^!7i)2`;OZGtgf7RyyV;9a;({92{
z{y$R7CjTE_;H&p$s3!kkE$9Cu3talC)Qu=GfXzILWWaU+EYXFn#s7!BnEZdW0{>s7
zK%z{_dZ)?%$CtL`utu3!eVl?#ACj?@|BwAKmhldS*IKps|0oye`((<4mFOu{7#I*U
z-PlSf90Hj9e^rKQz$Q%oKh6z=LmFLBXbvNr{|}2Y`TwfP|5q#W{~?3L|3_9-Hw*eR
zEdD==#Jccw=+)x?t2X~1`&hE>PEk$%Ka%HBh!Kt=I>no!mh%5q#peI3Hvb<f5O^{h
z8BG4aTFU=NI}w&c)?@MikuD3tGT2WCKS8zl|Jc(hlmRCZNCaJ&{D17Fkl!6;+5CT`
z%fz~TwVeNtq%t{_Rnrx(mh=DBQvSbc^Z!+o|F4?-f8+`?J4{J6`TwfT|3{63spm}o
zziRUTRg3?RGl&U-!I}JjY!F_9##;P;Y{8zOi32Q$Y}MlbV{a~nA*fau0<tLPJYw_z
zaT?J=spvbC|BuuCp@DqW=Ko_KF<AKlwB6$W<3KbFGflPm|JVl!B^w!R{y$2x`2Q%`
z;{U5=V1io8|5wZT|45RH?nJLx{C^bI16suV8#MX<D9hsi;{bvN@@ayuXLc9(BH;gH
z7Yqh3D!2LnIDj}Z%0C>fp!03uEr<14{C~9q{~zb-6G1?=`2T7d|6i@h|5xSdCjTEL
zB2)<7i)qXY`!M<cs?GmL`8NL_g+^KiWb*&9n+^UyHt6O&%&ZHbIvU#+{~up)z>A(j
z>_!@f(*$ccTl{}$)a3tTYw`b)yrzAX8f*dqaKPgKt0w<nE#?2KHvb<&OJFKsWAXo0
zi~q06fFzjf;{P}C|0Tfx@vrhzsewujRBE771C<)6)WH9c23GjB3V4A3g#Z8F;@!7?
zq9Cqg0{H)9Z2o^|@c$pH!2dsD^Zz@8|9=Vm|Chl3{}BBD2H^i^f&af4{QoZC|E~xC
zKkP;^`v&~~@!<b21phxC{Qu9v|DOT=e_fmZe+B&iiQxb5wE6${ga4my^Z(C*{~rea
z|3UEoUj+X@2mJpt;Q#jl|Njd3|FJgz{{`^>&w&4575x7(;Qzl1{{PG1|NjC0e?9R3
zw}by*7ySS8;QvS3{Qn-{|9=Pm|2gpg9|iw^6Zrp~ZT|l<@c%jZ|9@<GSg!^C|MbvH
z`?rGszYzTY<KX`f0RP`@^Z%=W|Nj;E|0BWwe*^sgQ8xd-C;0yd!2eGG|341=|8Kzm
zZ*TMeM}Yso)8_wQc`P&ZI{5!Dg8zRW{QuX$|98a4d6rMFopc`j|6joW?+^ZeZSeo2
z!2dr9{(mp<|EGihe;xdP1^oYq!2jO{{{Kfd|33i!e?9R3*MR?j8vOri;QxOG{{Qg`
z{C^Ml|LNfWR{{Uu4gP-``2Xi@{{L<8|A&G9Ul;uUu%)xae4GEj5&Zv~;Qy}#|9>a=
z|6hau-w6EwrQrV?;Qu!Q|34D^{~h4}9|QltKKTEM;QxnRieV$c|DO*2f4vI)|4+dG
z-w*!(Nbvvf2mgN#`2XF&|8D^P|L5TU_XGd`1o;2`!2h2Q{{IT_|GR+yKNkG|Pr(0=
z2LC?+{Qs5U|4#w`KM4MR68Qh?!T(pl|KDZv|KA1w{~eqEKLPyzW;Xx7Gx-0V!T+BQ
z{{I&6|9`Ui|Iy(8AGi7cjllnJY4iUR!T;X@{{OY#7nMYS|KAe)|F6OSZwUVX7V!Vy
zZC)d3EcpMY!T+BD{(m#@|IdT}AF%oV>%ss375x8I;Q#w={{KSo{|AEqKf&hzR|o&U
z8u<US!2iz$|Gzc(|0Ur6F9ZMoPMiP#EcpNJ!T%ou{(n92|Gx+Szbp9vox%S<W%K`s
zg8%<C`2W&Vmw9*a|Gx+S|04MR?}7h60sQ|);Qv2Sf&ae?{QvkCBlb_W`Tw0yc1d~=
z{Qte+|9=Sn|5xDuzXSe%Yw-Wy0{?$3`2QQg|Nj8||Cho4Pq+F1cYy!z1pogU`2VB8
z|KAJ#e?##9hk*aT0sQ|=@c%jZ|8Ii-Z-D>*Bl!Qz!2e$d{{JEH|33x)e{z$BC57Ps
z?*sq;WAOhQf&c$8`2StO|36-V|344>|6=g}TZ8|fRe}G15d8l<@c-w7|9=?#|J$z(
z6F0#BZwLPW6X5@k1^@qN@c*lW|Nnu_|BnR!e<k?;ZNdNF`ycrKI{5#;f&ZTm{{Q!{
zS^WP4;QzM;|34S}|3vWr?+5>XEcpMC;Q#;j-tPT(ga1Dg{C^Ml|6hUsp9cPa8u<Sm
z!2j=Q^Z$Pa|9>9%|Hr`pe+B&iiQxZdg8x4S{C@-d|AyfIp925?2>AbVZT|ld@c-Wg
z|9>|4|KEcD|2Fvl{lWi#3H<*;@c&<bV8m;8ga5w_{Qqm<|L1`Je-Qlt0`ULGg8zRF
z{QtG!|8D{R|19|bzk>fi9sK`E;QtQ-|G&7B|6leK2IUL>|IPUS|7pO6b@ex6H5Qoh
z|H=jM|Nn<>cq*%{)Ig;MDm754fl3Yh3pKE+>W07a|22#Mui5;6t(5<-mGS>IoByws
z^8Z2ewMfXxUgReJzh?6PQ3gDIDe0QU|3`Ybp8}c;r)L^cTKs=(u|zx5r`h~}&F24W
z7WM#{KnwS2<@|q51|A^StC{?Nt(^a_mGS=}gvtMh>=yqY2hwScEVdT^AC(S+#|--x
z{~xuO{C^zBveryZ#$tWHX7m4%sxO-1*UI_-NFPJZRBZmgX7c|vlmD-k@&BPRi~o;e
z;q}UZA}s#DR?7d^O#VL(oBV&2ij~31S}FfuE93ubf93ycrh8s1=l^Tv{D0I30Cj#m
z3T_MU9m*yCzxF5ozh?3Okpw;}sOC@ne;kFI)tjo7@&7fO|F2cx|7#ZiU$glCn$7=5
zUW@;aYO%;VOEdZZI0^@`KV2*5|KmKuCIS%8=KtdWT<2KAj=Iy_XhbV=$wLO4|BoZY
z|JN-3zgEuw#|byQipXN}|4|o$9||Fm#sAk#{y#d)<o_dabNED&2p;2nvO_o#3w+o&
z`Ttru{~xC;{=a7O|B+%4l!9I~`TtrO|6jBC|2Usd-aKp(6W~RC7XM$f`Tv^5|JO|Z
zKgw=R&OFWJ|6>nv5BV?{oBxk8EdD>fR52~p;{Rh8p!XDrfWQ*iX)Ur-1Pj1Jk7ef;
z{~sq~$@`7=Tl{~`=KrI3i~p}#{C{Lb{0cN|@&6$NoW%hgg>O20CU#*wshY+A*UI_-
zS{eTz1={?7WI}UhkrplfKfYM}e-zWmY-lO}A7?P416mpXA97m!f6eCqYl_AHM?)<B
zKe8ZBCR4Nd|JX$^48~&_{~wirWr04m`2U*C|JN-3KhguM?$>Pozh?3OQF?oL<<SO<
z{}27y{D19F{D1VL$^S>;SiYYPb1dcmYZdtaI2$0_HHig*EL3Un|53cf|JN-3KYqmA
zBG6-)Tl{~`<o|0<lmD;T{C@~X1P9b@^8Zm>8hPb4i~o;W+93)AmS*z*wNn1SX7c}$
zIFE+A&HvZR`2RT445p4Aw)p?pB18rWZT>$hg~vFH8iApa2g9=Y|C$-5pq29fwQ~MH
zl5|DDj#kG1*UI_-S~>q;v-tmLj>Z2+ws;Eg!L|iC>LD3SHb5O{@&EA!lK^bk=Kn*q
zPL`;^kocfGi~o<qFuQalGx`5oDgPh)L#**+@&8c_=8}Rut&IPVoLEUe+l&4w<^O9Y
z{~t*aD20J(@&B>G<;jN@+Wdc5tHuAvPu-XD|4|s+{kWV2!2tpPU$glCn#upyTxI-!
z6c(^9h!+1J`!Tro(NstLf6eCqqY8`vkMqR;*Gl>Sn#uo1Z6^O8XAuKLx@(G16_imA
ts-&_k{y&ae{C_mj;{W4_#sAk#{y%n!|F2cx|06T52I<uE|BLzm{|9q}{R;p9

literal 0
HcmV?d00001

diff --git a/dokumen/akademik.pdf b/dokumen/akademik.pdf
new file mode 100644
index 0000000..2eb0b1e
--- /dev/null
+++ b/dokumen/akademik.pdf
@@ -0,0 +1,74 @@
+%PDF-1.4
+%東京 ReportLab Generated PDF document (opensource)
+1 0 obj
+<<
+/F1 2 0 R /F2 3 0 R
+>>
+endobj
+2 0 obj
+<<
+/BaseFont /Helvetica /Encoding /WinAnsiEncoding /Name /F1 /Subtype /Type1 /Type /Font
+>>
+endobj
+3 0 obj
+<<
+/BaseFont /Helvetica-Bold /Encoding /WinAnsiEncoding /Name /F2 /Subtype /Type1 /Type /Font
+>>
+endobj
+4 0 obj
+<<
+/Contents 8 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 7 0 R /Resources <<
+/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
+>> /Rotate 0 /Trans <<
+
+>> 
+  /Type /Page
+>>
+endobj
+5 0 obj
+<<
+/PageMode /UseNone /Pages 7 0 R /Type /Catalog
+>>
+endobj
+6 0 obj
+<<
+/Author (\(anonymous\)) /CreationDate (D:20261102090414+07'00') /Creator (\(unspecified\)) /Keywords () /ModDate (D:20261102090414+07'00') /Producer (ReportLab PDF Library - \(opensource\)) 
+  /Subject (\(unspecified\)) /Title (\(anonymous\)) /Trapped /False
+>>
+endobj
+7 0 obj
+<<
+/Count 1 /Kids [ 4 0 R ] /Type /Pages
+>>
+endobj
+8 0 obj
+<<
+/Filter [ /ASCII85Decode /FlateDecode ] /Length 566
+>>
+stream
+Gat=fbAQ&g&4Q?mMHRLkU5H*ae&sq<9cln,rP0gljcMsbTh#=bq[R=CZ%Kta%0;,IEpas>\H6gN6s:ZA^m>Blh?sl&W;_;qZ3%$JE*(;UAn&E`P-?E(-KSEO"Wugi^bmpN'pBUR)O=QWOATbtLdH-MQ0V]GEM[(BJ5ui\n@:o_%<_.R2`T1RN$"^-Tt5g0P6,X^2h.a-LiR7le^79\s3YD?*\:ffo<6!ZeCC7Z\(m>3AIC5=0[r41,SK_5Xe9Wg*fRN:[\71PO3o!Z:j1KTD4jD:<s-=4N?5`U:i#6H$iW&dTV?s"F?AAo2eX;e#Ztf,c/:lLZe]Hb_*ZO_39XQ?_19?&_<H[Yn$onAWttT26mhOsfi]^lrpE<FIcX,7lO>=a0+WHR\WiHB095'1>H6.3W/HlK=YeXIWeA<T+eU(L>L/eOj0a`&q6(/hZ&Aj&d-\k7NT3G\ZkT]c)fcVMZTQFm]+H\\>oW<@`+(pqRU7*&U^c3@\I(>q*aqiV7(^dW+sp>8FYkF(+m3faerOToA6s>kUY:Cm311AZrJP;+(@1!S_X&AN=&G^~>endstream
+endobj
+xref
+0 9
+0000000000 65535 f 
+0000000061 00000 n 
+0000000102 00000 n 
+0000000209 00000 n 
+0000000321 00000 n 
+0000000524 00000 n 
+0000000592 00000 n 
+0000000872 00000 n 
+0000000931 00000 n 
+trailer
+<<
+/ID 
+[<430fe01d3101a78d4a66e001f226174a><430fe01d3101a78d4a66e001f226174a>]
+% ReportLab generated PDF document -- digest (opensource)
+
+/Info 6 0 R
+/Root 5 0 R
+/Size 9
+>>
+startxref
+1587
+%%EOF
diff --git a/dokumen/kemahasiswaan.pdf b/dokumen/kemahasiswaan.pdf
new file mode 100644
index 0000000..f7865d8
--- /dev/null
+++ b/dokumen/kemahasiswaan.pdf
@@ -0,0 +1,74 @@
+%PDF-1.4
+%東京 ReportLab Generated PDF document (opensource)
+1 0 obj
+<<
+/F1 2 0 R /F2 3 0 R
+>>
+endobj
+2 0 obj
+<<
+/BaseFont /Helvetica /Encoding /WinAnsiEncoding /Name /F1 /Subtype /Type1 /Type /Font
+>>
+endobj
+3 0 obj
+<<
+/BaseFont /Helvetica-Bold /Encoding /WinAnsiEncoding /Name /F2 /Subtype /Type1 /Type /Font
+>>
+endobj
+4 0 obj
+<<
+/Contents 8 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 7 0 R /Resources <<
+/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
+>> /Rotate 0 /Trans <<
+
+>> 
+  /Type /Page
+>>
+endobj
+5 0 obj
+<<
+/PageMode /UseNone /Pages 7 0 R /Type /Catalog
+>>
+endobj
+6 0 obj
+<<
+/Author (\(anonymous\)) /CreationDate (D:20261102090414+07'00') /Creator (\(unspecified\)) /Keywords () /ModDate (D:20261102090414+07'00') /Producer (ReportLab PDF Library - \(opensource\)) 
+  /Subject (\(unspecified\)) /Title (\(anonymous\)) /Trapped /False
+>>
+endobj
+7 0 obj
+<<
+/Count 1 /Kids [ 4 0 R ] /Type /Pages
+>>
+endobj
+8 0 obj
+<<
+/Filter [ /ASCII85Decode /FlateDecode ] /Length 516
+>>
+stream
+Gatn"d8%PD&4PLPMKqT'Z&:1bO-8]7(cCOg%!3rID7A0R9)O%6.o\3#+u)gGA7t&mSWd7Y!C+H9QNb/]L>,3!@L2K26oYGqT#3qNHg?Mok?,S\'E]d3OsdaNpd18>GZM1l4BSi;&;4kqL;QJo*"2ld8hS-joO#rj2&_kB#9*Te<.ShlA@IBW$K;KRCUcBn@4/8V*4le[lfL]O,bmR@%K4SX1"r8"0-bf_^KisZcDuko4<k<J]][Xkg+Nd>DU:\C9SuuTRDM;X/'XL@&f9jk_+%Gu""SJ@L`-q,OQQ)!<$.<U$sCV&ZiXj.6:+EbkB1Q-n#Sbam@\O$0K=nf";g'FY':\e]NNk:OZ]gs*[ibA7@C3ap@M$N\on3fCB='9d(lY$$Nrs+C>[?cBj.uJ[G#(ZMZ`78r1_T\3(A+Y`c5#t>N`.DJ%meekooi2A1giX^G"JU1+B=\Yf3+p0P.J>b"^rEJof/?C9lNG<gb96h?Q%m35V?!):tE)_oZ="U%\k.V`73~>endstream
+endobj
+xref
+0 9
+0000000000 65535 f 
+0000000061 00000 n 
+0000000102 00000 n 
+0000000209 00000 n 
+0000000321 00000 n 
+0000000524 00000 n 
+0000000592 00000 n 
+0000000872 00000 n 
+0000000931 00000 n 
+trailer
+<<
+/ID 
+[<be4b92fe71d8c47f732a578c48a5c846><be4b92fe71d8c47f732a578c48a5c846>]
+% ReportLab generated PDF document -- digest (opensource)
+
+/Info 6 0 R
+/Root 5 0 R
+/Size 9
+>>
+startxref
+1537
+%%EOF
diff --git a/dokumen/keuangan.pdf b/dokumen/keuangan.pdf
new file mode 100644
index 0000000..bbb93d2
--- /dev/null
+++ b/dokumen/keuangan.pdf
@@ -0,0 +1,74 @@
+%PDF-1.4
+%東京 ReportLab Generated PDF document (opensource)
+1 0 obj
+<<
+/F1 2 0 R /F2 3 0 R
+>>
+endobj
+2 0 obj
+<<
+/BaseFont /Helvetica /Encoding /WinAnsiEncoding /Name /F1 /Subtype /Type1 /Type /Font
+>>
+endobj
+3 0 obj
+<<
+/BaseFont /Helvetica-Bold /Encoding /WinAnsiEncoding /Name /F2 /Subtype /Type1 /Type /Font
+>>
+endobj
+4 0 obj
+<<
+/Contents 8 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 7 0 R /Resources <<
+/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
+>> /Rotate 0 /Trans <<
+
+>> 
+  /Type /Page
+>>
+endobj
+5 0 obj
+<<
+/PageMode /UseNone /Pages 7 0 R /Type /Catalog
+>>
+endobj
+6 0 obj
+<<
+/Author (\(anonymous\)) /CreationDate (D:20261102090414+07'00') /Creator (\(unspecified\)) /Keywords () /ModDate (D:20261102090414+07'00') /Producer (ReportLab PDF Library - \(opensource\)) 
+  /Subject (\(unspecified\)) /Title (\(anonymous\)) /Trapped /False
+>>
+endobj
+7 0 obj
+<<
+/Count 1 /Kids [ 4 0 R ] /Type /Pages
+>>
+endobj
+8 0 obj
+<<
+/Filter [ /ASCII85Decode /FlateDecode ] /Length 539
+>>
+stream
+Gat=fb>,r/&4Q?lMHL]?8fX#F/4"k^5lrK"0HmS\`-+cnKDP=9dPQBN/Y]Nb7@r,%j!u83,MMUA"aJ8Lp/up%+e+$R7L<TYn<=Br#,9;28=1Z3,iu`#$4]I@T[EqF'n&.r[+m,8+e)MPgbbJ@d5^+i&S)%Rhp<)=*BY%%*;R04:G>drV9rR7p'KD0h!ERqP'9+eC.-dV3=(UUq@B8k]<c=,%c<MqEJ5.NRg)5>hrm(t@%@3Z7W`^=D:Hjf&*N#l5>\f;THJku./A1GL7AI#S6,jq"/_o;!3^ESJq^&$ejZ*6O:;C#X>4GjD+"nUeAU=OK+#NC\#MR@kXT8E9;7Vd7<B^-WN&t+hIl`2a/5d*mh$qW^+p0orWclN)acio-.@G$UAr&*auSPT4QO=mJdrXc=L3dn6a7+IQW\chKi)n62d97iZ11`&PqpMB@@+=1e+$![Vg"J2q(\*k_:E:4"[j.gGtWOF<U^IB("m/.lrLn3DK[XIG%n30"/kPVi?5lLRiFTb`-iY`oAl)3?),9p(\G%*1B~>endstream
+endobj
+xref
+0 9
+0000000000 65535 f 
+0000000061 00000 n 
+0000000102 00000 n 
+0000000209 00000 n 
+0000000321 00000 n 
+0000000524 00000 n 
+0000000592 00000 n 
+0000000872 00000 n 
+0000000931 00000 n 
+trailer
+<<
+/ID 
+[<bb972e76e34dfd7c99f5710a35d79b0d><bb972e76e34dfd7c99f5710a35d79b0d>]
+% ReportLab generated PDF document -- digest (opensource)
+
+/Info 6 0 R
+/Root 5 0 R
+/Size 9
+>>
+startxref
+1560
+%%EOF
diff --git a/lab_p10.py b/lab_p10.py
new file mode 100644
index 0000000..0f85f89
--- /dev/null
+++ b/lab_p10.py
@@ -0,0 +1,187 @@
+"""
+Lab Terbimbing P-10: RAG Part 1 (Chunking, ChromaDB, Hit@k)
+
+Persiapan:
+  pip install chromadb sentence-transformers pypdf
+  Taruh 2-3 PDF berbasis teks di folder  dokumen/
+
+Jalankan bertahap:
+  python lab_p10.py lab1
+  python lab_p10.py lab2
+  python lab_p10.py lab3
+"""
+import random
+import sys
+from datetime import datetime
+from pathlib import Path
+
+import chromadb
+from chromadb.utils import embedding_functions
+from pypdf import PdfReader
+
+BASE = Path(__file__).resolve().parent  # folder tempat lab_p10.py berada
+FOLDER = BASE / "dokumen"
+# Setiap kali script dijalankan -> folder indeks BARU (tidak bentrok dengan run lain)
+RUN_ID = datetime.now().strftime("%Y%m%d_%H%M%S")
+DB_PATH = str(BASE / "chroma_db" / f"run_{RUN_ID}")
+MODEL = "paraphrase-multilingual-MiniLM-L12-v2"
+
+
+# ---------- fungsi dasar ----------
+def baca_pdf(path):
+    reader = PdfReader(path)
+    return "\n".join((p.extract_text() or "") for p in reader.pages)
+
+
+def potong(teks, ukuran=800, tumpang=100):
+    hasil, mulai = [], 0
+    while mulai < len(teks):
+        hasil.append(teks[mulai:mulai + ukuran])
+        mulai += ukuran - tumpang
+    return [h for h in hasil if h.strip()]
+
+
+def daftar_pdf():
+    pdfs = sorted(FOLDER.glob("*.pdf"))
+    if not pdfs:
+        sys.exit(f"Tidak ada PDF di {FOLDER}. Letakkan 2-3 PDF dulu.")
+    return pdfs
+
+
+def buat_koleksi(nama, ukuran, tumpang):
+    print(f"Indeks run ini disimpan di: {DB_PATH}")
+    emb = embedding_functions.SentenceTransformerEmbeddingFunction(model_name=MODEL)
+    client = chromadb.PersistentClient(path=DB_PATH)
+    koleksi = client.get_or_create_collection(
+        name=nama, embedding_function=emb, metadata={"hnsw:space": "cosine"}
+    )
+    for pdf in daftar_pdf():
+        chunks = potong(baca_pdf(pdf), ukuran, tumpang)
+        if not chunks:
+            print(f"PERINGATAN: {pdf.name} kosong (mungkin PDF scan), dilewati.")
+            continue
+        koleksi.upsert(
+            ids=[f"{pdf.stem}-{i}" for i in range(len(chunks))],
+            documents=chunks,
+            metadatas=[{"sumber": pdf.name, "chunk": i} for i in range(len(chunks))],
+        )
+        print(f"[{nama}] {pdf.name} -> {len(chunks)} chunk")
+    return koleksi
+
+
+# ---------- LAB 1: eksperimen chunking ----------
+def lab1():
+    pdf = daftar_pdf()[0]
+    teks = baca_pdf(pdf)
+    print(f"File: {pdf.name} | total {len(teks)} karakter")
+    print("=== 500 karakter pertama ===")
+    print(teks[:500])
+    print("\n(Jika kosong/aneh: PDF hasil scan, butuh OCR.)\n")
+
+    for ukuran in (500, 1000, 1500):
+        tumpang = int(ukuran * 0.15)  # overlap 15%
+        chunks = potong(teks, ukuran, tumpang)
+        print(f"\n##### ukuran={ukuran}, overlap={tumpang} -> {len(chunks)} chunk #####")
+        for c in random.sample(chunks, min(3, len(chunks))):
+            print("-" * 50)
+            print(c)
+            print("-" * 50)
+    print("\nCatat: jumlah chunk tiap ukuran, dan apakah ada chunk "
+          "yang terpotong di tengah kalimat/tabel.")
+
+
+# ---------- LAB 2: bangun indeks & cari ----------
+PERTANYAAN_LAB2 = [
+    "Berapa jumlah gelas sampel untuk setiap merek air mineral?",
+    "Apa saja ukuran pemusatan data yang dihitung?",
+    "Apa tujuan dari praktikum statistik deskriptif ini?",
+    "Merek air mineral mana yang beratnya paling konsisten?",
+    "Data apa saja yang termasuk skala pengukuran rasio?",
+]
+PARAFRASE_LAB2 = [
+    "Seberapa lebar sebaran tinggi badan cowok dibanding cewek?",
+    "Pakai aplikasi apa data hasil timbangan diolah?",
+]
+
+
+def tampil(koleksi, daftar):
+    for q in daftar:
+        hasil = koleksi.query(query_texts=[q], n_results=3)
+        print(f"\nQ: {q}")
+        for doc, meta, jarak in zip(hasil["documents"][0],
+                                    hasil["metadatas"][0],
+                                    hasil["distances"][0]):
+            print(f"  [{meta['sumber']} ﾂｷ chunk {meta['chunk']}] jarak={jarak:.3f}")
+            print("   ", doc[:200].replace("\n", " "), "...")
+
+
+def lab2():
+    koleksi = buat_koleksi("pedoman", 800, 100)
+    print("\n===== 5 PERTANYAAN BIASA =====")
+    tampil(koleksi, PERTANYAAN_LAB2)
+    print("\n===== 2 PERTANYAAN PARAFRASE =====")
+    tampil(koleksi, PARAFRASE_LAB2)
+    print("\nCatat: apakah chunk teratas relevan? Apakah parafrase tetap ketemu?")
+
+
+# ---------- LAB 3: ukur Hit@k (+ MRR) ----------
+UJI = [
+    ("Berapa mean berat air mineral Alfa pada data tunggal?", "225,3"),
+    ("Berapa standar deviasi tinggi badan laki-laki?", "6,65"),
+    ("Berapa varians tinggi badan perempuan?", "8,97"),
+    ("Software apa yang dipakai untuk mengolah data?", "Minitab"),
+    ("Berapa gelas sampel yang ditimbang untuk tiap merek?", "40 gelas"),
+    ("Merek air mineral apa saja yang diteliti?", "Aqua, Alfamart, dan Vit"),
+    ("Apa kelebihan boxplot dibanding mean?", "tahan terhadap nilai ekstrim"),
+    ("Data apa yang termasuk skala nominal?", "NRP, jenis kelamin"),
+    ("Berapa skewness data kelompok merek Alfa?", "-0,1826"),
+    ("Berapa IQR tinggi badan laki-laki?", "11,25"),
+    ("Berapa mean berat air mineral Vit?", "201,75"),
+    ("Apa itu presisi dalam pengukuran?", "konsistensi hasil pengukuran"),
+    ("Berapa rata-rata jumlah SKS responden?", "20,765"),
+    ("Untuk apa statistika inferensial digunakan?", "statistika inferensial digunakan"),
+    ("Berapa range tinggi badan perempuan?", "8,20"),
+]
+
+
+def hit_at_k(koleksi, uji, k):
+    benar = 0
+    for q, kunci in uji:
+        docs = koleksi.query(query_texts=[q], n_results=k)["documents"][0]
+        if any(kunci.lower() in d.lower() for d in docs):
+            benar += 1
+    return benar / len(uji)
+
+
+def mrr(koleksi, uji, k=5):
+    total = 0.0
+    for q, kunci in uji:
+        docs = koleksi.query(query_texts=[q], n_results=k)["documents"][0]
+        for rank, d in enumerate(docs, 1):
+            if kunci.lower() in d.lower():
+                total += 1 / rank
+                break
+    return total / len(uji)
+
+
+def lab3():
+    if len(UJI) < 15:
+        print(f"PERINGATAN: baru {len(UJI)} pertanyaan uji; tugas meminta 15.\n")
+    pengaturan = {"chunk500": (500, 75), "chunk1000": (1000, 150)}
+    ringkasan = {}
+    for nama, (ukuran, tumpang) in pengaturan.items():
+        koleksi = buat_koleksi(nama, ukuran, tumpang)
+        ringkasan[nama] = {f"Hit@{k}": hit_at_k(koleksi, UJI, k) for k in (1, 3, 5)}
+        ringkasan[nama]["MRR"] = mrr(koleksi, UJI)
+
+    print("\n===== HASIL =====")
+    for nama, skor in ringkasan.items():
+        print(nama, " | ".join(f"{m}={v:.2f}" for m, v in skor.items()))
+    print("\nTulis kesimpulan 3-4 kalimat: ukuran terbaik, pertanyaan yang gagal, dugaan penyebab.")
+
+
+if __name__ == "__main__":
+    perintah = sys.argv[1] if len(sys.argv) > 1 else ""
+    {"lab1": lab1, "lab2": lab2, "lab3": lab3}.get(
+        perintah, lambda: print(__doc__)
+    )()
\ No newline at end of file