From bcf94919991df5b3fca948bed362ef22a79d50e0 Mon Sep 17 00:00:00 2001
From: Archer <545436317@qq.com>
Date: Wed, 11 Oct 2023 17:18:43 +0800
Subject: [PATCH] v4.4.7-2 (#388)

---
 docSite/assets/imgs/getfile_id.png            | Bin 0 -> 180892 bytes
 .../content/docs/development/configuration.md |   4 +-
 docSite/content/docs/development/openApi.md   |  21 +-
 .../docs/installation/upgrading/447.md        |   4 +-
 packages/core/ai/config.ts                    |  28 +--
 packages/core/ai/constant.ts                  |   7 +-
 .../core/ai/functions/createQuestionGuide.ts  |   6 +-
 packages/core/ai/type.d.ts                    |   7 +-
 packages/core/package.json                    |   7 +-
 pnpm-lock.yaml                                | 197 ++++++++++++++++--
 projects/app/public/docs/versionIntro.md      |  13 +-
 projects/app/public/icon/human.svg            | 187 +++++++++++++++++
 projects/app/public/locales/en/common.json    |   1 +
 projects/app/public/locales/zh/common.json    |   1 +
 projects/app/src/api/app.ts                   |   4 +-
 .../app/src/components/ChatBox/QuoteModal.tsx |  38 +++-
 projects/app/src/components/Layout/index.tsx  |   2 +-
 projects/app/src/components/Loading/index.tsx |   6 +-
 projects/app/src/constants/chat.ts            |   2 +-
 .../app/src/constants/flow/ModuleTemplate.ts  |  83 +++++---
 projects/app/src/hooks/useLoading.tsx         |   8 +-
 projects/app/src/pages/api/admin/initv447.ts  |  20 +-
 projects/app/src/pages/api/app/create.ts      |  19 +-
 projects/app/src/pages/api/app/update.ts      |   3 +-
 .../pages/api/core/dataset/data/insertData.ts |   3 +
 .../pages/api/core/dataset/data/pushData.ts   |  95 ++++-----
 .../src/pages/api/core/dataset/file/list.ts   |  22 +-
 .../src/pages/api/core/dataset/searchTest.ts  |   1 -
 .../src/pages/api/openapi/plugin/vector.ts    |  22 +-
 .../app/src/pages/api/user/account/update.ts  |  23 +-
 projects/app/src/pages/app/detail/index.tsx   |   5 +-
 .../pages/app/list/component/CreateModal.tsx  |  94 +++++----
 .../kb/detail/components/InputDataModal.tsx   |   6 +-
 projects/app/src/service/dataset/auth.ts      |  22 ++
 projects/app/src/service/errorCode.ts         |  13 --
 projects/app/src/service/events/generateQA.ts |  24 +--
 projects/app/src/service/models/user.ts       |   2 +-
 .../moduleDispatch/agent/classifyQuestion.ts  |  47 ++---
 .../service/moduleDispatch/agent/extract.ts   |  47 ++---
 .../src/service/moduleDispatch/chat/oneapi.ts | 135 +++++-------
 .../src/service/moduleDispatch/kb/search.ts   |   4 +-
 projects/app/src/service/pg.ts                |  33 ++-
 projects/app/src/service/response.ts          |  20 +-
 projects/app/src/types/app.d.ts               |   7 +-
 projects/app/src/types/chat.d.ts              |   1 +
 projects/app/src/types/core/chat/type.d.ts    |   2 +-
 projects/app/src/types/index.d.ts             |   1 +
 projects/app/src/utils/adapt.ts               |   2 +-
 projects/app/src/utils/common/tools/text.ts   |   2 +-
 projects/app/src/utils/file.ts                |   9 +-
 projects/app/src/utils/web/core/dataset.ts    |   2 +-
 51 files changed, 852 insertions(+), 460 deletions(-)
 create mode 100644 docSite/assets/imgs/getfile_id.png
 create mode 100644 projects/app/public/icon/human.svg
 create mode 100644 projects/app/src/service/dataset/auth.ts

diff --git a/docSite/assets/imgs/getfile_id.png b/docSite/assets/imgs/getfile_id.png
new file mode 100644
index 0000000000000000000000000000000000000000..3995d5669d6b5dae9a074b3d946ecb0bb146a819
GIT binary patch
literal 180892
zcmZ^~2T)Vn8a8Z4ML;YdDxe^O(!|h9B1ei+1r-ccK!^wdB=nM~NN=J@FA4%GO$aTt
z2nZ;o2%#qsiX`*^0YXSZKF+!4&Oh_r?_V>S%ud$cd#%0pTb}2AR_r}9L%!qZkMG;J
zkMHgsJ<EOjj$7>8$J2TA$lfo!K0)q#U;AN}hJWp=z+If*J2(W<HPzj>uPT|B?R0qW
z_?XWfFl^sG(dfTF`;%waT=(tc7Twj;eGufZ#5tCFX7(eO8@j^e;C09}W*&_}xyo?6
ze=qhxT+HzU2MS&st^QT;Dn{<rPl-!fH|44Uo(EoO#fB6rDRoH=>m_zc#X3m!>6s=d
zofn>tI%WMJ0gukltf(mY3fi0xY4nK7oTBH@HDgW81N|TR`v(q&e&t{AnZ9eFcRm_7
z9+LTS<}2oKI(*m!?4O<)%<OP$Q!&r(ZRN&+!@EHyo92wTnE$)oF^ZGXKi^PMvY|q?
ztLe9^o_9i0Z~~LOV7>oo>}v&Q+&|#XsrF&Uc09J*&kFwEEv4u0E{{VtFId2a?ryyL
zfAm<A+3Ru1Oe6erW+SC!HFBYGDQy^=aab+urAvC2!)--X>0DJ(jaF5OM!{wk<#$J`
zq{RQUYk%Kn-;reS;~^6Ba>CW}NUc0INjFbGZpaCxXi@l~Fs1nad!{il;`*r)tiD*$
zri|zG%IK+2DvNQ_CiTF=$$0DknXBIQ!WhdZpm|bJH0lYV<3?Ui;3k1GuzzMM-s*ol
zSAYDw^W0D&8XUwCce)k4m72KPdHsLJEir1Tcg+&78K^P%U^%ElCeQBqqHUvJ{r`;h
zj?O<F6-GCD3tsrHJVXPaNs9*@KmB_}p2m;D6=wufuAYFh^#2{sLcD}gN{Dj6%Ao%K
z*~oOxxmNXm|N10!+)GdI)BG(W{NDvj*(r#z{FHY>41kvTkb~NM4%-g2X%jB_cN_zM
zwI#;HD2qNND*k&zOUE-7aRU)vC3#L(+$ZK&KG=nI#23%@Nq-kE{`aKU_k8wN%9Lkp
z>%WhFKzQ$gZ%!8Udc_|~mGuto-dk1aFpGa*!aHaF-=j*}Tu^I&Ko&icIv5!4+_<SD
z-g@c36FK+)a|(8hedmu{s*4cmkYmEXLw@yf(m+oyi@#=B_}^K7QB1sAz+Pc^-Q;es
zN+Ml}?^mfjuPh3?Gar_gVh;=39YstGoH(aGQs!_UDi*Ra>_)wht_1I<akyLLCHxZf
zH?7gDWjSD*w)v4f`c7j1>{t^>6`Djl;+O#T82p+zKVFibsp(P&ZtyD_^&RAgVHsW(
zOh*=Zi@c0qUj9uRE^@cttw+slHTl+MxN?JKnoVbvhvarD^M|zSo4oD3x<tc*{!n?a
zP1m{2w42s=O__CoAmy`I2j)ZDZQqcr8G+9FyX(s{p;Sa*%>1B2qnYXns0j;x+oPC<
z0W@Y<t*Rz=2tt!p3|}BB<6ZCl3Rm?Q9N)lkz0kPwDd>W&)MA6Ol_|AWu`_7}h)KxP
z?ls9*8OG!R2?>kgSDNkLS`x280qnueI`l5tmR)!GeZ@Pl6XAJKwu@=0P$!yjl3bs%
zlVNs-6!R#ZyOc~x>CVFjkC1M7Y3$7fIbOz@7snD5(Jl@w7Ll?!Ojg2^8TLL+#Y;l4
z@!R-8Iie$H-2oZGKJJrUJX>IkfaI}zSK4nPHrMhyh!4NEiggR`y+IEOu7!C&-DYj_
zd+vDsV@Lfp%5gFM20psCARmbrk9yt`$xwH{-fVjR2E1KgCFN5SMkJIdC~45fIzA-2
zf!w*VxE?JjIJ@Uq+J&9dJkJDAWUQ&QJvp!XwWhujpRvA>ZUSfjVlRF0ZX+t2UBI-6
zQ}V|^VyfBPmf*b=;B0#{#n01s<at8$M#pM2*OUp~t0!T&*I>%qU&0x%BLX*Dl0e5v
zs$jYh)PyJo$=WScxCtnBe2POd`YNQFp>I2gerhHBz<SDyt<<Ux>?EP7{ou&m>Wm}S
z$h2ilRd?Q-(_(jMz|d?|7(Fcq>~;q!q>t`k_kK9cB#%1_ZB&*H+j_trV3qS9kJbDI
zf;48ptn4fR;kN0CO42GlqDi?X`OFK?@;cH~2-p{rg}pM^o8NjlukS}}K8-_7mbDcJ
z4!b-~b$?iGhn@&70M`_41zINq`6sTHOODkkmQ~&*WEn^;1_jt;OEzt)9K_{4R>%Sp
zFc%SdA`hIK{DQJ4nE>@TC!1W2Ym9BqecFrqMe}IjZOKLa_xod^ATLx;D7!Ied03%C
zHv+FF{3q?>cyazHy2PD)oufHe_RtXK%l+s!H}ZuE-8s2qqt^=ii$-GEs`Je%#6NBw
zGV3(~tTnfN$v3wmOqK@6n-$Y?#+E<!2HM_#ru9&mnBXQ)9F_}Zp?<XPh7XID_T$gI
ze5_MLIMrOd6kh8d>z!{PMTE1!(n0y&!^LNtP19)d^Ph-OsYtUfN6@T-q4k&fIiIP<
zF$A$@Btb)I$I#7R$2+_BI53m~>|QSMmy<t3`jJTXNk(n<QJ+nJ7<NQ-XfysGDb@no
zPlqZVrTMVLvrUJ|7MA@qo}IGhLDI$~jFOIDxvsr(n?Z6<Q~ZODKE&9}rjozLW;+B?
zMCfyp$r&EQ(3kb*b>k20MYW@CG3}@Jk8Q}VlxGIM*N%R?J8Z`CpnU1hQ(=tna^5EE
zY_yBIF_Y%B4OJce-(><nZnv($CAs><X7_-kt$eCUK(A!W?n6d)G<g@Ys}VUv2TdIG
zrY$)7Bf;7E>9%zayx#X?=dDTL8at!AHeN+KPx7{}aQ}dI<C$wC$}gArk#o{$6#)=a
zjXq3T-(m48W*CZv_K==;BubSy^)TR2_}WN3C7C(9)U<0je70#9<m5&4<!gpkiD!zl
zrGlz)Bb!$mpdWImS#0%{#+kx_t-d`cZwNYV-HO-W5@67yDvf~o$_e3o@4w`8LRiLr
zT%XmJz~7Su)AZvEz+igux1`v=gT$TBZHB39FZ%ORPK~eJ@@d<SH3fb;fm63h5+%1N
z`8w`hd^a>)<BM%&7Qp<-{@DdB&}TaG9=|5+(Nw~_)+O2~*^rT~qMynWpvTPBg<+=o
zY<acz&D1GmJ4MxkPV81J{)7`S)4gk)GRGT3IRVPt#U(fS(5yDzcmcQJks1<4^xn>-
zcM;)54OU!_+zkIJ67+N#S05#20WW7gL6%XJRI@T$1fuHi4sA>Jc-M-%2>mJC@8OW|
zZ3xGu=_1qYG424XO#ke5av&6Z-_;<H&s+TIIYHNkrR(G1W^|xt{en&(#`ayaeLKCO
zMWp6R&@RRoW)VHd(tR62%yq(Hz0>=f#j@(3dN(H6J{!7H22vqb>xwQceZTFRoWJaW
z9=K_z0sSz4kvGS_%|nn=;p!MKyyeM*Q2Sjra|2McniVrzGh%XWjrH;^{e81pbyk#b
zZEl7@oA2IJaD<)o?AkEKE(yYuZJ%kqUsf&5oxek=w-403m;_f$?SvdJ9SC{!%cJNm
zl&glTxNg$1l^MPl79>B!8`blzfu#k!)V?PehjHZ82&{{?8(Qvb^XHyk)y$W+&L37?
zZ`!k;<a70nt0V8jtjd!8_Z?Py36!M)7|T0yTqtkC>wSxqVLC`rX#)NP-bb_Hl&;*Y
z2Xb4P%7~_dwN7cuGMSVsAz|{|G4JK%HKK#^6v23RJV{O4#o<_McR>n*U+$Ky1{Z`F
z)<%$_v5Y=ulVWz@x>}K>lg5y~UgqZd9q%U8)T|;sIpu;l+V-?}>+X&iopL`gf@p|k
zFY_=RF?{DI-%IBVi%I(L6QQ2A@KP&<uYDb@RYZi|c<azz;u+e{4hVc+V*{`(;}#9Q
zSDXkNA~mpYZa2OB>C0kAux}!|!?veqCbwom)?4aO#70&yh%1?&vhip(#*1N_ecC_@
zVPK1X{95CESZjJzC#QL;^etXGPUgZ@Rtt6GnlYyO2dz1HOCZ7Q>4<gJUK;mzKC&0R
z=3;J&-5cW?)N8#N@u|KRm0Gej$A<^Hrw0!f6r})6$GG0y<-B~dwI3^gmpzfiimTLG
zaT!eiI3r|;`%A+Wi=T?WAxllpym!Vx!4cV)qr(m(a8e1!Az3wC4=!=Hi4)8YTmoO4
zVdU=FNTOB&J6$&(vy)Hq@XD~5fXOV`jn(v(*&~0*Wx&6Du|X=FN`Y47L88RdFIv`#
zq6W%v<e>?Cqf|Vm`Te3Kqso8&96|nai25h&K7iB1pf_Rkok2?f*CIFQW>-7fz7;hl
zH<urFt=*_(zx#yq2h=6;jEbfY##3b3(aYB2TDDDQL^~MQ*2>|r88pfJU0I$)&rC@6
zOGvJRVfxU#bCi5(IDd922d6i`>q(FDM-A(h-+6#?M~R4Q$-bB9DXURk?lKghcsihQ
za+#od%4YLbZpaV%NcgVFd`!Q?fz6F;y%Ib}jnQI_8M?-~-Ib%oLlq#8Aw!q;!9uN9
z<jMy{$@$|R=)upkDc!_3`AM}Ns`|S+?%AZW!CQb}s5*AVL+KIEGbyxU&76wHslm!h
z2N#80^v|-@Ajc}t1T}56&N0uQE!MdF+L5xKrsm6a`_caxoQj7^yWLwvSd&Tk1b5m9
zT2f7PtLYt22OxYG*A~8NP~Lv6-Q3A+*K8OEQ>OiKJ89Wz3-2GgQP{o57k#BF-}}~c
zu(lh3ncVqjCW1wHP51hP?{cW9=kCxs_3$BATpel*vlxNMzosJ!HAxp?ZXRx?4sSL?
zj|<MuE#|8!b~_i~LA$@3cW@;XWD8R~HG#JMJ>~ap%COh-jn3Ar?$Wj3UGjQIp6(mN
znB**Jm&-GdP)1fgcQ=K3BZ%LjZz2FjUo?v`gfl*LPxO+nssYImU@#R*@8WUHFh~F7
z+G0l_TiRQvw^=%>pwqcrTv!abo0v>GN|W?&erPV}y0sUV#Im^;yDCvsR>$Fa@j}F)
z8C^OMtehINJ`TaC%os)g=<GL0)xy*w0`h~r{tVADfc(R*8=62@TTc!rtTLEOt3^|j
zJ`MZyfp5bWxvc^d@^HQut^_y@eG@Hk9HSVJotv(>zy4S%*UnhSELd<Bh+NDwmSo&N
z7MM-;t)c5c3D1x|X`F+vGu^h<S7F0LMTHAq;;({`kN}$MpNoVN=$iN$*#bGo@TFmw
zUImXOf&Ta+Zs7o@=vtY}KS1Hsvu}b$2YQ~EDt!vuw(fh;f8_1KBm7bI{-eYn2u3X$
zEy(od<#^d=x2{aw(Hlh!6s_uKL<ZeLt*kFoHh`Qd=*-gc((*XDo)PVpeRj|A)CzJo
zCiB>U?daf;yTSOW0g+Nn4$@4uyOaMC5&hRnKKe>^Ep+8Ep@$hfxtQB698d=ZD-CW0
z2CR0{I`{-{<6bUc2i@jT_L7jh9)rZ#d#YFfRm`IKVAZ<&_g&~CpW>2EH_Y>?{Topi
zEgGG^$H96vZr`^zOwBzG;VsK%35*zL&Gf3K$H{o$e1@CspXk&;3Kq4Mw11vVwmM_s
z)}eEw-nH`tpr%7mzh0xP_c5VKGOjT+D}}l0HNKs<TJ2K%R*@R+$4GI*yn5gFRJC$r
zNAritX!W3Hg@bc(Zm?ya%Lo8~lRu<eiXEuHN`NZu{$pwZoG+@qSNU$*+ZqguGnVp%
z#;)>I#>&gOWz$_M^;u&;x1TwyCqyR0r{1XEZr_Fy)(en2@FtcX><hj1W`TeI%P%*6
z)(yQvLdJTp*Nguyc?x$`<C|rH!rij`neL8C?59E5HGdo2m>b*B%l5npJqiWUr__)0
z2ezndhfc;#&FNIE<Ih+rPnN10cWoTVe>axB0?D!55<i&QwCpX)i@k7PZysrO1ahFB
zj%a%^mw9RYdu`70!?Ahw0%&Lus;4opK2fJ2;Yb(@V~AkCN3Hii{X77f)uBWS=p2`*
zu*KYNqN8^xfYqC|`@>LURE*;?4Ziy_cv%gUY`;~%W%9g<S7{bV?^))}&2JKmI}{q~
z$O`WRFD|(TREBT-8i3HXsNHMl;tW$m9Ycpm{#eQgJ|M%?ya_T)ga%Y7CN&+O8tkTJ
zf!NbYBVe__3~Vx*YQo!^+_4f2;Hu|mq|;D*3I|K!3e;TA`sx~2?1WVhNiKZBD(He|
z6G}pCcu-d_bIW(anlh9-R)uFT<M>uvjf{mYykNb3$>f_{82w=t(NhiP&5A&AdE%Y9
z@Ob3P5`e~04H+8g8|LD)9UIm+c_`+?-3X8-eg=|L1Nq$SoqigC-o9jqkc2pg&!!aQ
zH}xPYio~Tkv&{(Mt_*LGi>kvtc23V(Pnsm+#Wz2brG$5Vpx33PpH0{ofj751R4=wj
z+2fj!u(}ofj<N5=Io}EYCdbNw>R!w2zCO?kQiGqtidIm1foqr^@tsLJOhJ`yCI9e0
z5maLHtFA%naT#L|qsy-BQxl~_6%q9=OPSZkSuwZK_tQ1=2FA-;XT(!t*5_u-UMaR4
zjT-wj?f<jHjOT^qn)FVzKAZ3P$r+d}YB_76IuYZ$Gb2vT*JTR2(qCu%^u_;p8VJmN
zkIwP`oH!2vp<%~!zI4asD7h2l09OLUr;1AIGZG1A5g*+e4ho7Mst7y(%`6hx*m<zu
zDB$PdCT^(X72tb{`s>ognCc1|TDk5->ja7ibqH(@@bzD=@dlsP=`E4y=|L&g(7-Mp
zg9fi>@rHrBvw!NOVLUlgRjvF=_tTS#(!a6D;T=AZ-alfis<WjVYsgS&o~BD?=7>tL
zCW(=TT`b9J#TM4rF8(#R@lwAptMprWZ>-@xr?A>SxpOb@s@qsN>^MZxEN*f9^DtxS
zBiQt|RCO5oT5WERTXtVpPV0v)_)>_{$yV!V8uqD9IU5jpmQQJM!Q|ttCu@B9&n)vz
zgOYyg{O~Wc$QQwj(^JI<8!CrpB8DGv5JIJk!Ndm19$Sn#?@P;dF#kJ^msa4aQ5fYt
zqWLMjTJHP^YKPm8y5s-X#aRQ3BHW`)GvxziqQ9Oyalgv`bn#LH!Q~OcsI_EAYvJ)O
zgH&(yE~_ADuyz5}!VLZH^f*WrV~%n3`f`0I_!`(CbyQIRw34YCuJG;zUg8mtpzC=~
zshEId6G^$u?72p0nV+6W@Wh5^a%YHVfI=|0$HfO6*nIhf!1B)IuG~2I_V}<%>`4u^
z>Ex-ee^55=;w7o8ZzpG495Nq=aw}2z@>-hd1uSNQ$8dtTj3STwy4sZSM4qiZB|PoA
zsc|J%qNl&dKA@HVmrn9(9B>iC{@4d%8@F#ssvX+nO#f!xveJ$STU`HOQhDul>WsAA
z8SupHq12b#BG>Haw*2QYbT|D2J<MUYSnEDn*O_j4>*bh3sdEADsLMqyj^uLy`G1fM
z*r<X2C5SrSw%nC*m>Ge*%d;k5cY5nbyoaI=Hh^E%Tj__%vFWcPFPU=1`;XmDn2tE~
ze(6mqF}K|8kJ_yADqVR&)3<DqrC9#f_1>ec?BeW~xa!J3KxF(y($R0#xt*J60?Kqn
ziB5cF+6O=v3mc@)w$!cDz4t=r)BX=^kyZB4a6ixKowL)rp<lGl9C=t!-Hl(V&7^#Y
zYg*3t3G)jsVRC-fah(H0h4WHULCH6|;tl((kXE-b1MKETXThX~x2^!b_dV;J;(>tc
z*-(Q9euH%P2itH5_M`Xk;%_8s<8z~-D%ej1k*ttl0!acCz6u_^B54G%zY_%iwWw<j
zc-mE#)f;bi-lv&P`)K5NVGn48gOFFhB>P_yBR1&%POsFqG*}WkVl#VKpNReQ)e<7X
zE@!&<6p<N@%4*5+6BBuN=|z*&(A_6qF`VX$k>BUz)vz?~`JCfOcEj()o!?>8f^OwM
zMOGbT`C0AVGTxfVIGIJ~;O*;*1#F8Tt3i8&3gWX2e+6j)bf`~GGqf<-Qm`oW>RoQP
zZ~bMOcB*paJD0`y<4PaxtrjIfFqG0}o^*xmPH<yGRW<dQtDuE}f=K?!JS&NjiD+8x
z-TbPz+z-n!``>v?q(e-^-9yB!#L4oV$3f=XkwM^a{=1f3*7@r6S%%yvk}GxQjq22>
z>*BgV_g3`(hn98q_xv44W$R5ppZKy=b04%nrc&$qT;M|g2+G<}qGyUw*Dn0Hh}0WI
zH1<W#DK+Fq!o5bxfr`ua*6EvDu`=j>mjn&OIF^z`q+M@-5+wjm-|MHA-=)GpEm!5#
zE+BmB=~`-8^6w1Z&V9&<sV)%-n}0|VqAJxTX-Te!n#|HmN;E<j+>kR{tHBeT@lCg$
z7%v?3NVWx1L5bkz;5?)wYLJQ`0Z|n4GyBI!w6x;(SjCYO=fgt!T<;K$1_H72n#d`x
zj#dLnh5US*R$`{W_J?gOLELY@TU~mv)j#G!e4V~tzUNIV2+wXO$jioeq$z9tS(3UG
zVJuqfLHN2#yQ^g@;7u6M(G0rdr7^fLzL_y1<!Q`|ziGW=+1A&6;Yo-n;=wKiet9s^
zY!159#)^G5bhF{XfC#1eVJ!pg+IhIxoVfb--b$FS=mh1;-<%Y)`<t1XeNtQUX&DT+
zt}}gJ4iO!w?(O+t)}dVm8*ZSO?(gZuysFQSwee5TroAkwF>gNMU+%Nhza*DLMmOOG
z8D<c*7+JM_0n|dWFJFz)vYDomYBI+`ps1(?JybjxTcS}}e%Wnx-rh9ZYOW4AGBcAu
z+WWA6`MH~uCT@vLsPTTt)U;r}{J46n`~rB?m=Cv)oAeq|9p75{h({P_6@#zqc%s6$
zzv)EM(op@k6J;+;{EV6t9KLZp;AY#q=TK+FM-+yhi3VQ`1gFPUt*T0fAXJDeg|-H8
z#p`xFqbxtC@z~BKa9HuT_LE4`2jatB?L?NrYH-O_Wtv@vb*o?zH`MrnM!t9tSUME<
z#oj>u27g5VG~i(rK`>tp_&4J_3A5XVi>}%SxPxR5v!^4MhN^sjxMXMZmb{Qv8|ZON
z(o(ywA$y@)@>^%*h#W(7ZFe&z|NTrVbSiTb2ww=GT6T=;rONCx-oxWEOQn9A&-G9p
zay!4gv69I;*^JjHXs=2NIlea}IN@Is?l@ufw@zS}0!wVf>uW_t%Y$`GX$+D6Lx4B^
zo>^lm>TI6K?^Ypr$~n$uLS=*6&BOp8XRhZ@_w^#gAR*F69ZJ&X#2I4D#RbH;*I?az
zY7|5=8eWiIvL&!X`s_2@!aE6-Ae`iV;T@!*ep&$}>B9XgoC9!(f_&mrNNnAiP&-ao
z8;wsEN@Er;dSA11XnspwpsN?XhP*dz8s7{RJwjx0mu^=1)Y0^B$5#e9G3u{y1fR|C
z1N6YXSAKVMc0oTkmVVdGaWcZGfmOsv)-{sxgJ@cLi}~@6n;WCwcj3!5d0vfmexUTI
zFi_~n?pTC$DbwpHnzu&Pa5mpO2)r`rW@O&1cwmirahj#m*+U7vJ?=u+UIt2`nfG_A
zjagaGBdyJThMQdsm1s_^^c~{KAO28!c^QA|?<z-1<KSZnqr<7Q9%YwjU%ZTv>?Q50
zHQHY*I$*@haj<WEI+`pY=vw*l{uJ-GQ>sCJ9X|=Ijp%ybhI)OFzzFM@m$fyd(B!lQ
zyr}yka&67t%{xe{ykPBDKHSqPaHi_<JS&*M#!D~~;&iYhG@$eD88PYW=N+4OVo>f&
z+yJ=rq_BmU-xMF^<!}TbLa%$Gq(bc-IycPyj~vCk+m(?4it2{MbyaYWQ+jhL0!)Ol
z*i^NjqVNJjRbGg+3W(K@tct&oFO`3{>`{YcU}0vkO~d`xe)n6R`%bg<x8h*Q@;kv_
zM1A{=r{&a6Yeg<Pgh4#$Lb)d7(ZNUr3<}mDo&fDPROxK*&62j?>EA=(`(SO=z42nD
zTa2!3LJ}}mf&RU|DOm|=HH<54DDQR4a9S=TECXp*)<!-)r1iOVxn@s7%QtzuD8<4p
z3e1q~fat)SCOhjB$rZvyEA&0!g6V9NnuU>!4+<OdFPlX3rf2&zjcXfKy&pLj=VbZ4
zkqMjdggi&4>0sY5k1dk2#{4TLBzyk)W(6(I!5o~tG8HDr1;(xU|03T4D50UFsvfuc
z@Y#P;f{9t)LR9>VM^6Zv$R{R&Fq2V2n;3c<RX3+HYS$=e(p#M9#@se4p3y4qP4E%b
z;&rIYWKm*gcq_C0ak}D+%^G+1-4t@H)*NQlU#l{iwM&{fVPmPK*rRd#i7Mf-W2rr6
z{(f49>tow{g_O7SwHrO-{Ewg71FOk3KQ?g+i)pz*31`V}Ve}t@ZZ_?qKgKd|n?%1h
zu0?_#e?Hp<BU1R2>?*Y4@n=>>ZR)Y{6X;4K>X%-f`<Mm#(&*Wa*&JYj9HXVkin-@k
zY^Ax9j8+>~^yPq^4u(ln?vl3BBlsX{*mQ&OmYPWR`^IRS4!*F9nPq{my-{`e=_@L0
ztz7pUx4OLraCJ~nKf&rrK4|=Wx=k%VDbhSJ+mT0~Fky`ece$>!_z|Ys&TuR{hO3T|
z>0rrl`&*X1W+C5YwGA@qm&GiSnwg4}*-792sx`blJ}Z0D^$pTiEZhqCOpGX6_Mz%u
zGE&r5IOm?C`xQIf7#{?L7{U?%0HmYpvLB+iOM{E%s%cZ()62rxmh5;%9s4-*Cu%!8
z<V=vXX-A&5Z!&jZqD;q}e?F6#n{EJ4i@Fe&1tRl!&)~>9$@bz*aKps1D*i>UUv!S^
zbWVyYoAXJq)k`+G0+`&feYl#4?TIEUiHBK)vbOKopxdGFZD1oRq)sI4!M08_xSNi_
zumkNw>sZ^NA=~zuhN(RDS{(@{+j-CQ8L-!c2%zEX?d56mjDS~QT4oNnFlU?g19YKA
z9hL;139E=h4_DL1w_#!B1>N&1dyMqK2^x%{)Dp-R0JL))er*S`mGf`+u<|TrOKE)m
zCAAt(56;59n8pt2W8C`_>@~*#tR_ETM!5WNed+s+U}SLo%Sf7bx_6fK1`oaUI#@i+
zA;Ri5DPQUz62-q%S8p#@ksUsF+bDE?#V9>E>qY-xXxns!(d}DT3YPjISHkvNwI_<E
zSB@U_o;mL2@iD(?iF3GK{wyS|@PQulz1Sj_Gc}m>th*#X3lH2G*fsZCf{%DE#06GY
zv8tXKva1KG9^VLL;RDgm4sZtY>9>qfQqYz8(-y5E3;_%>f0ipbg$my))n9!97ot-U
z<>CE$ntkS6rwLAPDMcK`I+_Owsxv{y^pEei2^+dv(V6L_T=(=TyYl-uK;!+G(%F@U
zfQU1Ur8h<VD~(!1?EvuyK)#<&h3mT3?Kr)<+qk@sPS1Vr=9unrL~%=(F8aI`X)O!L
z@=UD>z&4&w`M#gTvtGXCq+R{=#>D=eeEY6!;|O=-AWXS2B-_38nfE)t8xp5tDP@%o
z&J-*fQwF9@Fq{Fv%VMUd5=9HN-V9q)i=Y1r13-T5{ABC$xQ7X(Hh_$$6|CWpKW_uG
z>*vH2s2A0aR23*0Fi1PKRa<p;7xku#(%PxH8zJA6N}6t;*NM`R3HVjShF4o1U63Gt
zUNt$<hdlL|TVn2Wbx2MzxN}&_acb0gO;vGS^Os__6kRyut4d!+gK9zCuGe|?S|NV(
z3Dw`r5fNY`QMs1GhZ^?OxLg$ayO_kZ88M?aRBABf-pD-gm&*U8o?tqD4zFW;L@UBr
zm2eWlty}Ck51VJ}yXpJGFIY&5rJ#uW<$!o%0zb8=HaL8F-C<E17ncd+g^2&PSix#l
zSFShZtxKP4Eh{(f&hVOi@i|<PccR29dD&7qIr*17W71y?;a$cC=quyw!ySn2XhYl;
zyJ=5DD<Qh_pB#Us`lV-7+lCy1e(L+?`UgAAHbidOph6BMXLcqu>mAG7SK`$(q+d|U
z2<_2bdY8B62&6?>&{ZS<{Q>vsNYCM_b<{`GD?OoG747I`^6E_c=-@~uOOAo@npezT
z>TXH!ey%-tC=DmFvRC=5Ed%_Bgh;Y~uxE!7Rk&8}dKx=BRBUgXeKRLvG)TA6J(jma
zGi-FG9jt%)uQp3k%=(&mtIZ=d43&j}pcEVOJGlXC9AT_L{9iquY2DX|dB>=kqK->|
z{APL{^Tw9&8*!b`WF$Q8f`#Uk=L)qJf6Y{HUfWvBm+nsHp=GH7x7))O47{1=gvo|g
zcTyisd&W}P+bXB$O<?pdZeSFBo>Pw@N5nh5pmGWJ%zXVJ+TV4>$HC)HLlu*Y;X(6j
z<`~|3M-e8N`_(bZ3F@>P1xn6|UAGcC2l9f8FO@#ei#8`c`US&YFEA1R=@nR~Q#(UX
z1}S^DGTi+*J8V;W_M<!VUi5L=4^=BoMyi9`?}Ueuj9huy;;j8<b|ObXfl>%_mwc61
z4BRKY@HR~E1zBNT2Yzdt=km)>_#<0%uT}7+$=2a6Zj3Me2)o6rGq^AOU>Zvuk}DXM
zbzz+@xz2<Vd;z<9jO5rw=>j=gs8M-YtJ*+f0A)a=uUm0f!4B$%wXxgQ$TFP8ij!T1
zIi4O=$IYJWfcj_U;2Cxbma;JKc5CUY-c;+mKeSW8|M)3Be?;0pB9(!1j@TYv$C$bB
zUK=+KwwAX!?%nZ;Pey)&<?p^bh>q7wU2ZByYr|~rLoo8MlOO^h@rh!)71#FVnGeJV
zuMAU#XW?Qio*d_4NlI6IA&;Cbb~}&Rd11=pjUw0gw7Q4O8i%C0xbYLZ>-t*)HtS-Z
z87&DZDC0Y_48AxlKwDskLYsrEeO^eYIWz*<;PMT@*^;^d_J%2)=pn83eEczBwiTVd
zI`XTR@)EYI;wwIi5r=4EL74lCX3ybnv&Az}(wKwRD0<P*Mt4VVu;C2ho|818IMIg(
zn$zO<`&bD-fQsc0jG6%?MQSb8m7Q~Glv=5&)68^=jFBV7o*f5o?Imt{91pZcBr!^>
zL^eOlSqJ-bkjXM>DD&xmx%o3`-Lw>oDL@|3%cqYm_@jvB0D5$7@@t8$$_5_H=)DF}
zkjy>VhBJ7|=6&ofAFFzbd^^>3^xTv>#Ly3$nX8Z>_Qo*z0?6lPHAgTdf3F~lT7`vC
z2sJ!f&jK%1=BR#~tA3<vbg|}&`URoJfr{>zZ(m0osMt%ZyD;)O;Ep_Kyy&?&GDP{n
zm%RR_x!ONn=K^?IIAqIS2z`gt82BVilaxF6R8-*hMURd$q;vYVH#7+d(f#9j{#WID
zWv%V_DOWK^hjNV4ZOWOU!dE0!Ooc$7J3p%T1Lc<CW>;3k!vLP$cCc_3%v>YM0e9TE
zsWnX~(S6PJl}BELj&a8aoPK%`a&fAi-S+0wu*UtJwGQetf$t-m-}CG%%!zX$ZjLik
z`*De=&2ewdvcjAQxj9dCQ3G*oI#|%5KNDZFy3~>u`Wqm2XB4{bj@v)|ox&FY_TRVo
zaF+0RG{VAm=s_lLXuWJmLdOnH?uW%)h`1TDoL8|W1L^)8J3CFvCjt)SqLm+cKkF<Z
z948Bx!YW(JS2=BYMNhL}zj?=#AJR$d#E<2@l<Zh4pDM@D{t4v_&cqHX#FuDRayGct
zHN03R53<F~Z@Li%;`an=;O)+3TfZ!$xPO?Po7|j^Dx6wWG1UYA3N^OM7cWy@{M4IQ
z-b8MnMmknhWIc%rh^cV=xVlNr+bfW|X}$$6f{P@2j6kyQ<Akg2x+Qp8bPf?_qf}R<
zilO`V9HBJEyDyWw)#{Olrm3ETq0-m+oSQEF+4+-;&Iaj(dAAp(6RP$Py^EyTclM>Q
zwpG6^A=iO0a>b<La!v{eb~&Cg%{Z$~_LVTYz~{ByR*8+k)A;cc)-bDET;wU6l+Ua2
z_LLN6`q}ZW#O5V-<*{<#-XBrc2*i{IjG9y$5AQy^3kPPf+4l4eMr9m{Qef+Nqp7{J
zU*Ez*s8_NP!^mX7FSO*^o9AC%e0|ojeg+f>W!+zW-R?6aT|i=u(XawT&{($IDSk>6
z-WA*NvtnSjJoobrH6WW_Na-=|*hC@*?I}En*oQ^>f<<&~4|qV!D0@3}6%)M`Jkih`
z)Ka=BNuL>R=Sc5)^sm7SRS@hu1k*6cF(AD0`Tahc!ymg4&J2j;utEQx5{PzhFR^9Y
zBvgj3;GenD?TkTY)psss+g6T@BB*Ri%PNynCkjGSe5q6|OmPWWk*y6k=-p;@O|_In
z(sYBj_JlJjCHg?|hIY{TcF2e1BhiCyzcL&s4ckRk$$NQX>(fWMd9l6|+AMCV>EO@%
z&&1Fa%W>)4N9us!?a{|xD|OZx*g-mGjva{UAm%(VTe#Q6m0oY*U7}Ud2!+Q%in|U%
zT)P%{+fmq8y66a8Z5{+-hh^1}uZJZwSdtx<`L|yYQ&~Dvy)?e}@T6E)6rIP*y;yd>
z^?D}As?pWD$%`mklQXgMa|Az@SwU#;_3uW*)D*+e-_xm#hrj5i-18XUfBmxZRhCKt
zse0MyT(j#h;E|A}sK*0y&r{~A6h^vlC6Aw63fo~s&MG_qkO|7}diD#^awb+L8JOf~
zQ+4s7v9-`&-76)l#z%Lm8N#Ic@QZ%gM&DxAKhRoF8oaKYaHZsh-T6b^e?fV|TD|Vu
zu(qQp-_96W=tw-Jh<J)tGI9jz<)XMstL3*r0kk7#0Jbh5b8(9?_gzBq^yKpIjxJ4l
zcgv@MaybfKw@_Re@r(PT+2{TrhSA;A7R6I5HP=UKs<tlqQ>|75`ThAVOJd`Hw>=Fw
zQlTF9y>Z<=h8I6jH)gUNr+6%3MY?qcH1BEF7u@nUS?>)g#83KGtDiZ6g8178>Iw&4
zV3a{iPZu00UH;)?=&`2lU+hlM1{A1FjGkXv)u-R!v?X~-OCLVfx9PN3AgIbO0o}8F
z)?$46p3OF}aKCFmm_?#GSIxqvJEu5jyCG9_gT;nWp>{0t$dx?Z-#R{T*fzgz7M!4Y
zurT{mzVnY(yM_E&f4)C3^zD<y>Ub0GqccB?>>V{O9N2u$?<XZcQyI7-sBue3xV3IN
z{Su{Lr?qK!07(7>fR6yI4?!LoYp%Zg6GQU7&Q=IcxDs76FDm9|G7=>Qk_yW$JMS2#
zdRrErrq1|o_h)k{Pf5M4%N=s2CGUFfky7kkol^n^wo{>f&VV}8HP<mC??qqY#$Qk0
zhYigH=|%H9M-eP9Oy?eUC`=12zAKagFQw)DY(6$S;m9)+@%cTXI7aMS^Xh<Z3gGDF
zPDIYzaqU{tImHm6nbpm#s|96D&P}pyHIsd>m&#GQ_PDmL4D4LY_XG0BAAcx&<D7eO
zM7W!Y4dU6uUGO!wNLH)ouo9yx>=5CsfqI{@35bg<DS+%Alnfa{+eDAgM429&p$B4-
zpxC@zg~b1evG@zk)I3k<IitvIQY>wCo9bcS4$w7dZy6C0A{eGt0Zt#8nGwKxpxkBE
zuIjiF-<c_Au!NY47rrlh9m5yj=_*mw5jwVPmjYN0uOcorU*yRb^*)LRo)^$WJ`$S(
z^DRqF_rVgQJm*gJyGt5{UNuyU;T^727M#6Jp=cGPe38AGSgC!$`}8pSS;;l!TyLPM
zq!t77X|C47qX|~rO_GU|$@LEyCg?+ea_1+@qCeVVpol=RUQrbEJ2$LS{X>l=f}x1p
zsUd0y*IwWqii@fZNIh-gMz@oVmFe&g%@3a4id<E-dZIJJierkz6fd*+9g(QvQrNYP
zRh>eW-P`reX90Lqb_FTGd6{~G&HP}xq7w+)h5P0&^N5~i1;4E!6SkL0_(MZ+Q@;?C
zv+xQ1HJ8cNlqpEbv~1&mFUa@@W2zzf-A4EqaOq{YuXLV(@N8j3aR6x8P1M3_{lC8D
zIf^wn;wReg_8RpgSo8zy>qe+uqwDa5pQZ-$_*ty&38nk%1b6OJY7k^xz~S9cGmxCb
zcF?#U-0JQaF}m_EG1m12ZIJ4<^eFwei`pTXkTTx6std2Wz9sb3?riC##GGo`zFxce
zRW$N<)x%QNRn>~gI-wm@?}VcdQ6AN;TmMDRS8tTS1kc~0eaLqBNmf-0s0f6s4r{pl
z$)>~__at-T#-HXL-5o>A+}endact>L&^kxEq&0_IJ^Gs}fPW58!?I)bQoYAL(m2u+
zg7E|HdhUlWOKB6$&jHtRhicn%-KNaSl(irSw_o_r5>B4YJDU)xyT*#mo08Y~P(uo~
zzYg>bJS7zU>LcQU(9#u?u@u@5i(~0B0u5`rVR_Y}oQhAqABT)WzZIs!BSlG_`|s`?
zl=5tW9Xup-&t?ude(sI^)<|w8yUf3@x2`+zwP70IQFq6ts>aERvt7S7k%ZB3(aO)6
z!WZ0fJwj@E1=K}{T)&~dYm^RANbD21qo>rJzaOT&LLSN1jfg%of*iKDtgTxORYBY8
zTrkLZG`m=uxJv@Of@WyE5PSTX)a&(r%<V`&XwPS?`e>bBn>+~W9LwZi5uy3^I*ll~
z!xcBMrw#S+cMd2pJVpB{W$n899-LQeZuin>JQO;^FtH_>t-=alj%}z~SIT0{18rwp
z^U@U@Q;1#_0Qx$l;~U6(q9D;7^!U7vB&3M&rmHRTV9oZV%@=5H)AFclpiiGi&+L&n
znXcpYik*TEcEj#dFW0BfHRR5#N`>4|R!5exyf3)%DTz8SKA+9MMq+)&$+JvVcz%}T
zKDV60e8bw*spT4C193j5av5M8!L9sA*4@Y$!~;*(=~f4VUg|8mUY!_u90)qp-^#6<
zo6T8MW$f5$x1#3<D0}%)&eLWm{K`dgUSzV8+Vc>C2@eaCQM3C4VYLF0s#AcVl3d#o
zecEH5<}-i7^_kNL>5VYT&pkPv5_i)xs1D%g)+|Ybw>7U~0Dp_D<%70=p)=9Vr_E)@
zk?i+Yr}>4BE4%EX78y5oVJ@g-VBO1pAbmny?B?(+USb%%;09YRr0FRHv$rINyH}_}
zbb>ujD$)gCH67ERl=Wu4<cp%L*tuZ3qca5F44MM2sDijNy%a>w>|-5f`Z#6$TWzTb
zmlS#1Qmx<#<WP;%M6zQq`G#7+c+-bfWKVkZX~mWBPLk-cT|0D)Ugh6KI0aL^Q5PgE
z0AFD2RT3*>%!K|ai`Z7Rc$aqq-}4jiFmK{0_aT0<im89vZa&u_6*cSX=<C?bY=#Z>
zFT1Tk5jPaoEA{=3bl$Jiam`aSF<+L+;j6u|m8oM+;&aB2xR#=~e>5|R(U?tUuLpT!
z(h*C3wxWfI8pyJ6(gU}_<Us}O_t$bX{P6i0zAFDA|3>8QO0ZmO%W=_-MIENC2pxBO
zD#WXPb4#Fl$DkrrsUwHDtWLPe5QWyzc?7acg|qtXXJ}`qAhD)1@!Sub$$&omrFpKp
z>@q_cuEhYfrKt$3TNhuW>^U=hk=1sPtyMLPw=&fkL`C6=;THqazURSS5#`lRCn-({
zq$>Q7rO-1qkFoOJjx(Y>QHuvyCm<+6XAS!20Y-ywy8Q!IyZF|RVUCZ;17GfZ6*YTH
z<(wJpHu1l_nkl4!l+3>YuxRW(#%WfHH%v9GS=YLg8)bgReQ<L*{EA_!*@vSNKN>1G
z8q`i5RM<9vUKETybhj+Sij^XqeJ$PI-3!H0fN@V(X6v*8*T)62YaL;M7mJf+K&-)n
zpLn~KQH8?#Ubo$gAtTd2U4L<z{Txcxh*aCVCuc3jj6aQhD;&B@`Lj#SvH+xMq}-|n
zYia{cO%)6LBwy)Ayc;IWaV}=FXpecWXPH~1h$8<am|4+<AZPO&pWhHZ>QekEVt(ai
zEEIX<3`hGq^V02x8RVFWM&@$OiS&5y$)Cy|gB4eS3u-|z8j$udWKcMKw3}aZ`=X4~
zqWu?9V#RiNBP0WvPIiV6;|~c+rJD!Bw!V&0t-`uuSA&HsXPo?OcKR7bj<Tc2htspD
z?|rOZ&Vg&+;@L0t6f)D^`TasV&sJ7iZS)UsB}5)<IoPwOd{>js2`Ls)-VOr<;I3Cr
z;%IAyivo=Ud8M1%lVz|Xfv25{@*eoB3&Qt=9J4%_85K7^oCs?Q4LSn)VUWYYXFLeX
zZ6qFGY}%c^b2Ue4q~()B+_Y@wk+NEi>kQ!dNBlj&<kB%WcEOF429T52YRh@+pQG~A
z8`vuGU2=>MR{fc42Y7Nt%!cEp3=QFwE~*D?(ZiZ*nWXx7>86*v6TEX~qX%?fkJjPE
zdY5PX#}a|ty3!PUKJVALX!3t>+sZ$<?ST6PVo%r~Hsv2tcXsPk+QFPRl8s`o5hsvP
z2j9mTZki*kOSS>vFe~Rp-?U1iT*H2|4HM5_DKjQi-zLiY?o+rRYm7tBsLs15Uwl3f
z1t1rMz4auT5Uo)Mjd~Mjm%c;XF-&i2LT1(cQN`>gd^6`~VjsEpuDHd@jo!e4D954q
zAXW<#OK-xitX}VSBRAm<alV;yAt(nepwS5#<1e`-UKgScwA?7DS^R6=^;0<^&qtw+
zJy0HrsPqf=+pU15^$Ls2?dlk+w{-Rv`ROqWNi=E)IH;>_U7~000^ANJ!f+foRE8@m
z)13n^QKzK7yWcvWZSD=UpH`XI78bG?OKDOJE4E_vPxTppHpHKDS0sq(EH0$dIJhO!
z>E;h>9vFuZcI)HdD+ze+_S2xc!2;@(h{c#i7p%4?QHI5>{`TYPIrnk9&kljvkUa>d
zEWg!K+naFX-0l1}NwS8jJ_r<E9=aMVf>vy7Lz7)232^h7dKl>RH;`RzJO0QoGJ=FR
z`}NVa{1g8C6q?RCS@c(vCCGew&+JooLyfG+7peoMJ9WQ-LmK<T(h}BLV%96wrQ`LX
z)f)b*Cjov-4*=c|R~vJ@j<oxiRZI_T;MK-GzFnsMx1Lw$C~34fMD$Aj;Rj;(B~LAX
zs)>D9Y;eGcMV<@b(|^~R!$?FV>ZNuEsGr@_nOHbN3Tl!gyza+-is|RxB&geHKZRPp
z&cIoRV3a&);S<fwT?jMu?m7L-E;}*4jO4che_hp21!Kh*_bBt5&2qu;u&PB7`uDRi
z%;V|~>C%{+zuK0MWE^8gECd)j`;`Qa<qlbGTW_tH$>obCbH}{Rrs}3%PWF_v4Q{oM
z$$TCV$!-_*<;5<|<D`5g)5m^D;88!?Xt(d%RcLF=R4J`to^Sbn(4D)#b17t9+n+lI
zEH{$qp~#PA^Hc3SDdl$FLmF!j?AAD+K=;~*njUKi8)kKqSa#|jZkM;l8f!LY<Hmn}
zeDKIaz&W?|l6$nzcJmAf7D4(n+4T^ul{+5uwmZd3dph)_l&{-&Qxx@~#Hq4bWa6<=
ze>Gp#7SlZ$kJGaIhOl~ry*VJL=M+*RfYPGAWurjbV|lVD-}T0frNu|RZLVA)-B^?(
zWZG40SAcs-Y#+t>Cikk$exztKG$&Eb5Lc-%1~1Fh8rpCVZJ;+MiVgTX;@JspQ=>X>
zaX-N;%7?Q2FM8s#!!yC}lDpo0aJ~1;RygWgkpS*}Tonmw@MYg{SBdV?`3dW7cp6dY
zZ3NEgDOglv&U%5_xC)7z({&NEjpkV=&D|&sUH}?~1uXu9Z1#$4Ql)r-m;Jpm371A)
zZ!W(a4VdY0JsY-b#Ol7`K6G{q_%qF3DF6MV<~Os8s=Qt=PRGi)U!2depzTp8=`Kc{
zk1t<%6bZq|0(%R4qaM_AvDf&Q!6y)*YJ5DBePW5qH2#As7Yyw0Uob$W!^|{q@4Y3b
zkod*!N)7yCCy)Ea5M;KHqEs)z*-Kc~!|RKZtlwdF#HFLKI>Xx>RQeJ4vkBLf{7zK*
z^T3&MqjbZsy&b}Q<d}XP`sJjZJvnf|=mdL!NNGuyEU}XlyR;LpwZ5{7q61!5C_|mo
zFB{e$D@v4!kI)@<rruoiQV+$(GZ7eUFM1qxd0p$}ou^Eu0)1bz_9j1)xyHamuU!3}
zr0AKkC!ogBgIJk2aVNpdJ=2bt@m6BA=5mWhq*mjLnv@Y?4TNbpkf<)DaZ~#rRW@6s
zW*oHd8171jpOryAqxSQE(Mr*TY{#Bm6Bgh&Q^g&y<T7=^@}oWKvKZ^)^mRt4kr4U9
z!e2pd_<q){J%cX$6Kc2PIy`n!Yw|CE%P}%U2w|4uYUhi7qB#pBD_6EfwSbKO*`c{G
z22Ylek4$~<;kmzPbF~s~|A_K1KCPXoY(=jmiNwliZJs;s_~QL%o5t#sngO7q4Uvjh
zM4LIPLMWmQ`VRpup;X{EtxLP}8&z2Y3DdK|Zf6FoPMEE*2Ew-bSd>jF*Linik(@z2
zF6zV-oL#KH!V?oK=xRWh{{5_rfjL;&%~+>)86p75<sDPrdxGITa9uv<csN?CFdiQx
z935!aq}6M5*dj>Ubq|3&op649IY!2RKF=rG&dkZsbzP*?&OM+m%E&Oah~Maudw@~Y
zTk8Ek!6gs8^xOs7O#&2%9?*$zxc}@i01`|@v|4?@<Z0Gaa!P>6A-oz>?!#pUu)|+M
z4Q(7H+nRDaSg?q7j!&aN?ktUYSf{fcY5Ym&O{!P8|LB}|18k_XyjS5ShghstY7`Hk
z>f!31jv9+p+TJ8%GJu^4qFU%bx}Vm?$uv}2l8kNkOjl%Isg5jm1IYG;K3`jYp;Nl}
zMQp#@=Pi?S-D07hSFS*Tn(9GkT9ztVAqr>ni$JT3YJB>1MemL*e>eZZ9MX=@M~%?_
z>UMPDKjzws+uK{PCpHeN6S>QCyJHx#?wV0fkq^mMVs5sN=b`ZR&G<8Lo-=(fhvX<<
zLa)v&+-<=gQ&}`6?P-tL;waB-Ejc!$Zi<eZZt2W5FQOH0sD2vIoX>0dvLO=Df%G5h
zDi-za{j>p*C>`*7<eBS6S7o<sgh}+sIo5-HTtw9h*xi+-lA!o8u_L!!U%&Qxlj`U0
zdVzmMPR}2;wx&RzR7vk3Hj*AyJotSENFK|er$TYFIgFK?=!PljNaUSHuV9Vs)_Nj)
zcWhD>6qf_7O#L~!d?!Y8uX@$t-jk>}0iR$$8FgK)+s!#Aq!+$~NqX)sVMLyF;>w?L
zDi(tax&~1!Tw25Cm0+%(!NVc#?8`^DCc=tWY1x&HUry$Cr9Z@OJLfY!X%6(QMepo%
z?nZSm>Yo1If^;AS*1zM|Gx1*}drlEzI!qzCAx-L@e!0QqmG&?ME5(0Rb$_UVxfWWj
zjJ&{Z0+dh66*&mHg7LLh8iKBWFdwDxltnqk<S8@bZD!fV`+ZA+wUfyu&vr9b|Ez|~
z%qL$6n;0(WhX+p88`Co{eFt7RL}D2$h9KO<y04!dD-u{M7@@wgc^__mm&GpIiI?fv
zyn^*x+bmwEJ$FyDXNMvZ_w=7*Djv^vzXejZ>6pWjpzU~|G@~i(3!pg7YLsqDKko-3
zTrW8Dx3orMRXHZ6-|`N)wd>qHn?3oltekffyARsq6oH8r<M?Aah55tL^NX}(z0?x^
z#*=%&SjoSO^w(U_)+&7pYS#vp-+&D>U9O(-@(|}4FFqA3IJ@MSy;rMy;CHo0e6RB7
zb%Swsi%L_Wai2whIp0@4r~2#T6H&ud5o~^g7p(GTAbZLlspfmq)!XYl{#qk6TrYKH
zG;LZdw?p*4c94(cHHPn-m85T$S}X0jF@4614>b8+`gGgRi(*#zQ6Ev%d+NP5OZ^XH
z@Ma-_Sr$KsoAp<y%x*WW)OWasNGb6rK8oH?@P~x?G`|HvZ8R8I8o9+ZXz2H|Jt>MJ
zq4i-{w{%m!Cx7ahA=DX&d;*F3;vL3^+TT}%ySE^$@fu&Qevuy`L<Y05r@JA|1XPKL
zvP)W~Qh0HC<_s(1k_uMSqO||g5AH3?9d~5bUOgMU)!WT531@mSPSyPly?8_OAKTQ%
zkfT6cBQY`q6-7VgcmUHPM<42(@xV2nL-WDzWM7U%j&A4t0<_#X9}jZO-^3tteWlDh
z)L_Kr$rn>;X91Ys3f*UPxR%6fOAzg*WKeE;-j*f(2ldu_EqkY>b9wTb*d1Z*yinV~
z^SvCClr2u%UwG7d@Pb!2M+%$VPwZWNKF&xh+k^E+STdIYDFzE`PXt5b;bOw0l(Ppm
z5>YHOH2+n3NSzrnIJ*;4<inB6Yu&ThA;E)JI~a?WxMeHWh*w$1Ur6=*?+O(IGkS_V
zo|tF^TzPH%|FHMg0a0yV!?0cyR7w;Dq!bKPq(fRHl@fbMkp>Z^n=42uAt4Pzdr?B^
zMnFLrU<jof89<r=1{mVqXBbMo_xnBH^E}@l?|0`94h-k)z4q$8*4pcIKNS_fCEQ`o
zd~>}F`PS>XKiyil?ANdX*2uN{^252_-MT-blhXr${7tNjP)EB=Wl}L-`t-8vk`(&9
zZPZ2f8yCIH9qhlr^f6(6Ym0gLR^7*kpFZ@v!_@KelP4&CO{1v_!HSpm1eQJxf90nj
zvur4d$mvcM71yHX3@$O@<nNNA&>OW(&j7xT{<W@G4!DxItCKL5?k5q%uFc>2VXfLB
z1d0P|oU+qBwW6I%Md?zBtCQuX_eS+gFJm%m3%aa1=SnnLmu2o6irouYX1F<tp<EF7
z1fp`+JBIc1F|KQ}Z<~;uu}$~Vo_-h(`HabHLa^C|t!6h9hO^1!vKFW}6<Mu6sdie>
zzc+9`v1wS<NaKF{roUU6P$n4^eD%7s4{uBsAqgEFtY@LLal+x#)Y0xFQMIhO7H|m1
z^y}5dKT<x8IxbUPtr{|Jsp!nZS<18_W4_~f>AFTS6zkD#xb|xO;LEi?G)JGB+SrcW
zo8lTIOCvo?rgB_Fn^}n4do0ET8D7rm6*YF$X-XO``6T<Doi9sfxY#w2z&(Us6>|<+
zck5alajyNg&Tf~CT=rrKM7mRJs8Gr9?8T&4#S4j6TnU6vu#+eZ^xp^hJ+~0Q?;(#<
zkM*7!W?*Sk6G4)Q#V!V<?X@P-O1|<@WK3g@H6|OJ;hAn7TuC`RDLywr6(X2<%Z!IM
zn$rhqoHkcRW(_-|*#ye{Glg#i++7i6-rI%(mD&cgLmrO7e)cr+1FiClMK7(7dx$?C
zMFbXxuqbwn()Gao5_B0Dga<?B-p<Jft%balvwu==My_)^Vn4xkqAO|BN8Z2d*NsY*
zeQ<kj<)Zz{m*v2LlZH0OO9l}43yE&>)zbA*m=Q+4>Zlx5U&;!KhrOdf1vq4>I4tx(
z(|fq4&r)Fh+WFvBKGJ&FUj906W|cuC@#N4%V@}G~oO+Qfg6YWImrj!dW6{`>ye|36
z(eOl;Nc~BBFQoA$we`4M=%9i9pJ`uVvW;OZ7vXOvt-9bsVi`83)j!Y@F~BIU6@6`&
zB$$Myr_|-Qj&ph;O74au_m1~ne0el;G3C>M8<4PIduLIXQ8VqRxxKe__2Yymyr#LD
zK2r=`LcJ+0sa>~#+hX~}=87I=n_K1c!;?x2OPOnEHOQjREvxg_U_sgj`}zZ1|Cx-A
zmSk8&$rO4RRbOa8d3SC0{W>Zw5cOK-h10pz0$&#95PGE|VIeW}8-$O{V2Gb|*DGXE
zutWZgii4n&%HqXaPBhjQR?_g8_s-vl&yILDS9+vPXY?1=)z8blaEjJbxnP^Ncipqe
zi>VrBpx$rc9#WuWs?cwKZH96B%u^(#$&45eX)k|ZZ{UY4IDKJ6CR%?=8fU~_ovj6N
z@i@oJh6$t}%Q4f--Ygf_qi-%@+;1epwbewMU$3lWEHT_OYHy$N=bnXk=ho3iPPd0l
zw2tZ!3g~}O<LsJxK@nR6H!Wy=(1Ojxd7cTJhBqh@6JK!^SJK@e?2@xvpBu)McP{1)
z4`Yr^B767?6db8VhJVOP3h0&jOz*$%bvLymH1*zuEWHq6Ze|0L;BlnkRIeymf%=&M
z=9&+vq<gbsT=sS7Z^BJNBS}=VxxA<fEZY+&t5jPagVkDG?ZUSuSO$;3_V<8}c?M-Y
zUgyx4wdB3E>o*_wto|5Z*Ze*_PoeDe&T)~dW~Ow}lAI|M!Io3Z(KZ94!@3Dw2$Z<O
z&*LSgc)Yn!v?>81pWmQ3aa_OP)X*dDMHUCKNwRVibE1g5eSFWJgg08a35m#c`_b-u
zy?hb9-pw!E#~}8lkHMSWF|6)%BDqyUyVnmk4CIFPo5!5KWC35e`RTE2evI>2TyG}R
z*b^_gSML3+hf2E^lWfk}+UV_P=q^b2_#Rb1p^$q@0(9PRsuzwYR=Za*oZVPE9z_>L
z$9JJ^NkcJmfR07h_U!99qTv$lk`~8|qc*ddeoTgB!TCg91LE?DevInQcO#P3pMEiv
z%BhwbdjuT@a*A$8EZPzUO)kG$DM-HE=~X>-aN)s?!!2kNy*$N4vG;V>qunjW)br~5
zOkg0GZ692AvvV%3*#(p&P$Qy_uZf;WV_dirVNW>9k;G=HH#+SnH1I(u5q_R&jD0Eo
z1?m!E`2%i*ZH?QQY*YLF3|rG`6i&p#7PzCvUh(ONB`@h}_0k?Ee*xcHcpnJaqlj@u
zeTR148JO2+VpzJihb7IP-gLRqZ)pp>CwxqtbPt7u_Mp$1S6rsU%%$6PjIr7(ch-Su
z@H(3(+P6r^4rWmLXH&r$65-M|U4}3?rSxi-kj|m!AK=bcPM9%>S&OY7CC)o5Li0Qc
zTMN#RQZK>o3ikA=-K2hQ4J1*u)=yn?4*e>#hjPEkYc}$8i}9t%rAXal<_{6-pV1fU
zR%NbM9ih-o&I~$k{_xuobn-eou^hdkOx`37dU<t>S<F1ujx0){G0Zo2X{e}snn!`<
zhoElfOSe7Tqh@V}1C=$=#+Q0Mxy;T_brl5Z(GExF&w^Au8L0hPdUUMS&S6nBM^|c+
z`-@gJoUuzRhP7C;;+RvZF1(_9D(Cei?E^UJ)qcj;LCfPor@IG($R@6@3LnJM1$@R(
zV)TccOb^^%7N{H|EWTK;tE|Oy#ap!WQAyQn6|3<~gO9~#q$(k6%(;_9a9Fe29in$D
zOG);mdYhZV6M^6ak;<X-a>j@DCh~$#CjPqW)o1d$5w5BWC5;n5D#C{AUPuPXt&N!i
zxjc`_=p17!bs_XCn_!(YN34|;!~3ij)*2@+yrxr@t`N(_YGo#0?1`NL^^_G4D4qvs
zjqBHjIOkW(ukm#%-$nS)iLFe<_VG~-C3Oo7$`s24wb#Pa=PoysTs~u{e@E%uSBLhM
z*-z=xPCY+{`x}$H#g_HH>!*R}OlbT|ws$M^%}ki(KK%nPqow|IbGRnd-R0V8@Fvf`
z!Lg#YWSaf2il}Lp@nnY+F89HSh{=Sgj>#e8+>|gfiR;!xr-+|-abJubJ>+_xA!>gd
zQPa~0y6i7$#`k2uuy!dB`XD!@lO2+HVa<A&{hK+OJj${mN=DA(m}US=iN<lIbG`m!
z<}nGdcUFA?-#-UTa+|rQfMAZ=`=W08zPnAcUeVo0CN7h~`8!~Agr3#uyh5h-^#@yD
zFL#WN6JE0li=D1_T#I-IPS1UCeR@en+LV#X)-j1pwTYhceYsp-@S%_IpA=>^cpIrZ
z@O6&NvWwooIXWoQ3hzQIkerN9FJ0Vwmj9#*PgdmU0VLfAT~hMWnxSYBn?XtkcWO+r
zp=CME!R9WdBWs2I8EqMQaigSU!d1u;j~v~^9LvcuUz6quZK+)4&qP1E2(-t^54Mdp
zkS+zF@`rk499G{!MUE{R9D7P-WRl7R%;kd7LBy^8pjvT4I|$PgP&e$MlGy9KDyr{L
zh^6LkZD&hbE#`p}K!rIgA1#NVXwMDjvHOBEZIwQ5YcpfCFPt7T%VJVo8O4r~+Ucd|
zvCZ~AHFrX5*i?!hHgcb7dyFQzT&Q;9@#$d7hXu_uLl^yQK8J%EABKo2?pDph{E=RD
za2OcX{GqK@;8r(ObItHfKgRjnyxwH__uiM9T=e^Oz@A^!xp_s8TZN%<elH}se$(Er
z)uoKoj;r)~gZn>=r6WCO1EYE`E-y6@I|oI;%fe*LU8RHkJd}-o3{6#5SEH-hFkiy>
z%Pb_BM!S&Cc`-KheriT*Xm!-Ht68IxnS6VSEw#U6{%D+^B0#?xYlf?HPD~|v(O$Gq
z%XVO{dFe#!9$_Ed*NM2|SLaL?-}tHZ;RBESm5vCeb(E8++!`4Sw3S&%8vESO=#qpL
z!3cTwGTw0ObvA>yFUL=%Breb{PC(MFHpy5KygZoW+L_HB&JPX>-ZsEEBgsO#UG`RE
zi3dT{YRE~cdca;n{mGyZpSnln=qC?>#^I1UOx{gI{VHq0Xxw8dvD~gDkJiLCm^S|<
zzFT%@HO0?7c~TfCkG)&wcxTO_xrC5*c8wL<Nm3-Ml5)jmQQkajd||I{Utw?I`HYl%
z>B;W7+5>wNi<K-2mz!o1CiUu~7^Sb)991kQqPs{TMmv<UbZ6Si@XjT5SYCR8AaUYn
zrka5pGqz~-YkeVQ38iM!IuVp#e~B8pzPlo_H+}v!!(=<l#6dC!PO(saVJk5)KEKj6
zqkiuf{+aSl%Ne#d%IW2+ZXpFd#tVdjxr`v}fbuI|7lE(U31e4v_2$k`maRnVja$PH
z4wtE7!gbeaMBY0#U?M%uTOIZ8l$w5Bv42OyO&t59RmhJs1Z92SB+^Rd^vNtCncS3Q
zu0U**PRFM|5~d=bxC>bKyO-CWv#+MKxY9+)-A_Y39Oggacfi@H>jC#E=h4&lG1e<y
zBk68J0wF5x5AQ0BzzztRtk{<Sm8fNKBx3E#nPy<m*+erLgNtqn<pes7+L(7VHqxg9
zM*zVOdso*b9tGM{m6@nS1UsIUj{6gw&XFiTX~be_mHZJv=Qp0GCMwDgS9Ndhf!e5i
zu73lRNBDept^^SclaM!{Sabd5>M*N!*#a4z9Oh*K^IlpqHt)4x!nl6em`kqpy1x3@
zeTq&qx=zK4^G)4fY@AX3zFpVJg4*Pcq<=uLSQj1}W*|2``T#RpdDDtM(#&Y?NTPp3
zB5LMsT>xh>6Jq#1+tN^ADWgM}IcCr8nfd`-I=S91TdM_@^bSo;luN9E{-$SQ`J`~U
zbJQWv-0KZEf)Xxj64mO96?7+REeP#Lv_$9z)^iqjNNKWr<c>zG>fb#!89{&ed}V9m
zjk($b&Gn!3i#*3#1soVA%ifZjBe|mdSe+anr)f~RJNlnYnyvCn5nGz?Ve@G2q=)4x
zWZt#XKxsHH8UEG2_K7SgPk;J8-_yemU3nuk*DJVtO<>%ekwlOEB#~#i8Y20ze{i$R
zuFN(&_Xm`Zbuf&0Rpp(+6rW!YXO&D$t)n2&3)fx3mW|!k1*B55=%q@%TWs9R+=6QH
z=;Jd`4c1d_ZGvf7MTjnCX%lzqV1@l?xZa>_&!*dFca3I`A#pqRdaXZuQgrQ`b-}?i
zUv>;itx`mPBI}vI$?X-<8}d<~^?`S@95z#ylYtT`kkE?$G)3^a5>|JM&7n96bUSFt
zo$XQ0SYCOM2s>BWPsfvkcCLrL5hOA)4iWDJJ=8*%`g8t5p}WJ5mXBJ9!rR2$M=Z>8
zzho$K)3ZM4qtFGK)TZc$CeWmh4YcReK@HgLMWZ<{u&c0+a9jGA?)<F|RT{l|+Izjn
z`2&k!Mt^q?I5z6HGVLz=iPxz@1m!#2OYTfXc(>H^ld|(_T_#A}UoRBH+;7A_Mb73S
z9p<Vu!!ELuCYgJ{)<=Z;Y4*wyUi*AqDkxj|n`kB$DO6{on&t(HEj;45Nd@)Mo!BJX
zL&Eys>*-$-W3=A%S0KeW(pMHvnRlD<FL!7iU;VCxGF6ntAk~%1r#X%&cg)PFqGlMK
z(%-9LQ?ihsVT_L!?F7O@USIONm9yGj#PIxa{!E#i5U$#>OK<s@U#RBF#9&uepYF|8
zibUF`Fk~;UlJol8awI5vM|S0oWp<G-gejH&RebOz3$y+OR$If#8#*V<1}ntGK=_8L
z`vfbdsrf^P0J^`#T9XG<EY6lAlN_eV&*rwF;}_+V8%N)R&MOf^#1*<+L-wWILYU{o
zlv1@J>kB4%lNxK8Vlpk=N>*p#uN$Mtj`QE0RZGqCJL(y!oApU|R^r2bfm~k^bg%XC
zoVws{QB#NMbYAp1QTjU7%g%JKGM&n7xc@?M)?*bXFsYB@^&&ote}`vkp<sG_<4>HM
z++oA0(l^<BsfxmN76NQ5bOuOinn-1_#iAq5Q>J1M0`ljY(9Cf5F0tr#wc-Y~k$n#q
z%(eZ(W6a}WN}}+DZvF=!kc4R?unhBFue0+n9g?!gg@qhzGP<l?2C&z$mlK(;WBfYP
z?q7a8y?VqgA`O&8URaF|sKdAyG*nuIQA{E;d!=No4!uE0mzP;2IywzG`CZH&XVMSL
z!iGj#ibd8pVJ*iQuaa7qIK#${D{;jy&-2jxrLH;{ipeqBk3(tq__{?YWAj|EG}G6j
zy;&feP_mg#P;~WyvI(EVRj$xHVIMPTm$N6QzD(WIqHC&cI<_`h|HhfzRJ9j$kbH7F
zj!szXm;=RKqlU1GL;dmDPe!j#EjIS_tVP?4C9;ug9Ar>#iI$pKo8EWWZKhqO|CHYY
zhw15oPciSldBel>C)S*;$FV$CVw1Yb+Rx(X;nJq-?deWeuU0R6g1x+$|NXDNE9R`9
zVy(vQn}v&u7Ug+87_6jDD`qoe#_}oH<gAGd9Efht>8sYFNXKeBc*klB!d)j$Q4$oy
zIrppCi<Lc_Q(5u;V}?5gM*FZ?`A5e4Aw>xrJ-4}#HxGrfC&&;Q^<^%L7KK6whJENB
zqb_S*T@g_IcFT@xqR)z5s)n7L@|#scCbOWaqvd1KV^-6hwqN5Vd0OhT;M7sAA*LPo
zGkZR@MkTzjC?0<@jkP*a-dVNAB&v_LvtN%mv|emCcakd#oK&5x?@Ks&`o<5@ZbWfs
zRM%u!JQHVS8@e`hMc3$3p~Jw~r{(?3M>L3q<Fd%cXx%mU3Ym7dz7SEBX3y|#r7!BL
znCFfx8R)fy+bcRnc_W2rBfQz4-hIzf!WP@P^dvqwVd8;Sdz-95-}C2B-T-AR)|&a|
zIU>%+J{+6-!%dGQG-L+znkNoz<r$W7X8FFMq^5Nv_OCF%5Az0y7s+~8yh8cv>~F2i
z)4hFkVnBcVK+9;K=%YN_%65msKs{A`@<>vvwFhz1<MY~##t)FhhCHYec3)w8!?pF{
zsds|Q1vy$>wLLP&x;=D<mvr=L4VF@z%N%bnhy8(EpBDLY{ZK|`_#3rFJB6dlcNcmB
zz72b1O_lbU6MnF4C*e+UoM^XacFsDSuV7)<1ZtU5?p=sWnajMHY!mC$^1-63;p~%o
zzj)4Idbm_c+jr@!4%FmR<5S06Qp;rvB(smcwI!isld5M3VU$Adb&pI;e900|fb>wR
zMPMY6)b|ixEF$i-M8_2>sIVW=NFR~UryiYD3pNe!U9E?4ER={M*VoHI?T?d~9b5JV
zb%u~0jC7+gFT7Rs&4@#{7=><Q*x89MN}3#^>w}Et*pn2ALa9z6`8|(w*0s`)W}{>t
z3zpmJXxf)5a?&p@eQMRhc1Y+Kc}E)ZQukpn#aLmrb*8eDYSx$`R2{NUo2aSE=e5W^
za99lH#}tyvp6dK<71f^`72f8%Qsjk%FIu#jtnw?-Y3Wsps-Ee{s%NEX7GbnIMx^p=
z5v%$gYo<{rx@Xv2XJ+{2z?9z%GTNb3eA$uUIQG%u*0|R1Bl^{J*!Jp@dora*DSPjA
zR2>v!Kdqi7bmF7Rm@!JB1N#}B&@^=(=4kpCu}2n7-^z?02kF9+TQ9*l#`CDznDKP)
z3@)<DgCLtAuoNTi$mAuH|G>s;+@85;e&(2Z?*+#a(Ve-+>#n{msW!6trAUrEF?9~7
zhk+z4skiLs*bbe)L@UddqViDMoBB>(D(Sg5$WZm8-zrT_39j2~PC8DpGoMWdb&K3=
z&XgqwGW#@IIx|APE7FR0bmoUl=luA=)$<HAN&vp5dF>E+vChILj2MwN240t*7Ns`p
zZPQP4dS-Fpn@p|c@S1A>g663I6RhJpM|yY8NsLXsZU*L-q~RSdXR;HHu1l5)ao%J?
zN{@^3K*9X}wbl;Ju+qxG+xoBqeZ#Df3@g{7iUJb;TOk@6ZS9n~wiRaFrr!<yOHV5{
z{iqd?67ovDba6P0SX;kGg3Pd4$P9&W0r{O8Ljna4!7%sfn|&i(z1OZ!eD!5yZ7Z<3
zeM;VQ>f{Q_tD=_juvok8RP<`iojmWlB-@^l36YFmom<(2weh@nmbm#7URHu0n4~>Q
zKHy|b+%;Dw{ic_h;?hsf=6qauSs};6Yub3;Y~iDeLjDrhNB2FC1eeTZ3j<qxIIpX_
zUj*$0tjvTsHH9l>oi3&D5i{#oyd;M6cfwXCCYkFj-q(Mt?OYKYHvf}FHMQ<w{M#2+
z-m3kAFPzegM>$RIC{x~k)$9A-@`xP9&a)mnH=r!nv~be%c|b)JD}&gYT4$K=;0w(+
zE#dhexZMO#NK3XCj>Oy&uWnTi68VeglgMCH{D^ll#cL&rml{Xwgx^PH`x&plkNs+O
zZX&0?a=n{fjV#1+nodqid&We%2|H7n2=XUn_3d$c?JN76->^RGe3q3y#437=uIuri
z`44E;yl)$w$Oy%$iDSyB$<h@}unNq<Nw!c?CDqQ4kDKkK`@1wBx#7@*tBS14krwxR
z4W+;#ZAfL<Gs+i^*Q}=8zM%2`hZDVA6{(3@eENFSl6im1tHuwQ?A{1kW_?d$bxhYe
zsTqHv5*s1Aq};#8nXbP>*2vUp7iu>uJ57)F0e=bfBr{-WpQni;x3?BiVkn*U%s^Yi
zuc<ll4!#_LNmKC0bqOpV!c_<mjR+L42QR@RD!AFtCR^Bg7cJSM%dyqmmc50}N|C+=
zek{h!xgFe!mC{ZcO7OleA}^NiKQ~$h1eow&WOS++XM3S$4po4oG2Ov-g5zO~;M|5|
z5d+oaMcdU6`Xvr!0)sj_LHE~#1w)G1PMmM$FU|X~GW-K`x!%|wR3h>Y1`IPUFr(x3
zdq1a3fFphLbz*t?cB!CI(&#YvJCx%Do%!|gOiq$@^9F2$Na6ff-GfuB`PlRm-?9zh
z3bRhGAj+4oZVo@XID8b2JX_N1KVdCo57htK;N5!)F7TJlqKcp;9^qr{7o|#%!XFbR
z74&|$y;+S3VlCzWx*xl0+V|+a;?Ta{z1LIuUpx6_US}_SJ~gKJWjwQ<q1#bsO+N4g
z*8I`^JGy$Vj-Or&Yl4;n-`->NH@bGJ8%$Fq9wR^BXhOD6fj7qDGyB9ueC+<5ZaY$M
zNnDd=#St??hf{i|7;dT{T2uJJu{orLSmM3@@t_6g31>LJo<kjSu=G~z-o(;q)Oa$Y
zwvw^SWHJxbC89eFp`IdrR$ce(yg3Ki3Y)qD3jKs0ugB(_Ra@ZNm6)V1FthWa(~B;x
zhaS}qDSj+l0~cH88oA2-Svy*ilrLV-giq*kX(5X9rPEYi4=U@H&?mMt)J82$8qq^K
z=0<B7e-S8+>iC+d3OcafwKq(1%Ew;LbXICk_Qt*sc`@3cZ%}73H)-e4s9Px~Cq~*&
zL&3k%1T>jlCW{ocKAI%AmLV`=WkpY19(n0j`ACBjXv?c*JIpW@I=h~+?wPZYA)1Xa
z2F*T<*{Y+2CzP#<g$j%{mm?>ZpOh!-qgp+*kF@p|nAt=u=$0J6U~Loepoff0L@29n
zCEo*)wy@UBmb?6bz5Q-|&ZjkvyvH8tZ<aMoFC1fwsL_DK-lsSB@f!5fc4U?38heh9
z@rPO!GVBjIEs=ZabNBJ3T92AHr@Ay+i;j0>?aQr}&QnP1j=oorGBGyu<#GRNw((I7
zGIn}wS5)g&n)D%1SooE#!fc9p%r@Mu25gqFE3bm1JgUC;k{h+U9=*=y`lS0^1V%{{
zH2A!r>zuCr*uYi3bU@L(*%kRsjcvK4)0E%%USH;M=?PE+2s%qTW-VYCY{$=|167>@
zX00>%ohtn5KwY3?U6!x~Qbey}Id$5qJrmvUTfSmH=Py$`-@49XW;j@&2geq`SNKZl
zqIpa0`ouGr-bNU#RJO?xrhn;$7pGrRO?S)H29|zuN^G|6D9WRCs??JB>6<A4L2By|
zea2W%1?r6-=;6Sq4r}MqoOjiX(EJ|lr|w~GlP2bPx5tR@yK}GpYNlUd&NQ7-u9)R&
zN9tUD3#0W?ONnorgH-1lbB8<Jr)g5?kf?JT=Iu@R!ER)?p_rHqhBgQjmY$Z^9K4Vz
zpHq%BZLg0QFL`r&t@xC^RPTDxu<CL2o4E{gG2&qUDCHT)3)$&qJY$cn#w1RV+Tu?%
z>AX{x47z)`)ui3(%*xU;=r|Ma-b4}RGt0KOI6;_qIwk1ZxXHv+3>F+k(pZ0VIw4ZU
zQ4Gk?XN?Z~u{%O9%D?c8PkkFYQzZ3WC}}LKE}L_phWL84RCerQucLmrC2#+*5qGw+
zgpU{0i7Fvk;@6JtCln;l6EWDgPu?+Z{U#Z(z|}3zv$RZW+OiTsYBT|wne$QVE2%Mf
zv7`ptMU#RS<{v;OQT;%9+FKo+?VUvWZz=r?8dJU<Fu%4IAbzo4<akd~zoGVWZF(_l
zUCZYR1)?X(@=!F(fB8=rS_%q7!G;`7T)qjwQv$mDCrg~O8h?1)5wipmOZr&F#fP=w
zK1>r~XWrC@8ov!rW0iajsfSMIT(Nt?=WmLwWnyf&!T6DlNmKrp`b<uQ>s>-}4A+O=
z;qD%^V?1bzdlA4*#^3juw@iUrvQs4T+LT{dbiq|@0MH(?<bj__1V6XQ=g_WTk2^J_
z4i61fq$Se~!gVoVVmjjX`;`!N+mnOp$rX+xH`DUwFPYChJy-Vs*!ceYIB|#+({<ze
z*QLB3&To!6Jl*Vk5Bg4nZph8ga#r#4GR=cig|Z^y??*~sT&+1MXX?tX2%#2ylK%!I
z8G0d0-prhpw=4;fPnY61dhsXYjyZdNc}BLMA2gk{h%qVM_{LM#QF-Id0~3aCOEAN6
zugqph*~7Jk7M`=;-k50T&+2IKE`ik;RlhY<(^&NRL+9`HEcgoKPZ=ye{LL#J9)Y(p
zv?~c(k7_~f9+YKaj;-hPRstBqv;`yo(9GIg<MuUx6nYawds}`hrALr}@#IQ_cQi(%
zxd7yIKVRIwZS%L+0Q9CkBn+7!L4!X>>RV|gXaa8AiDJ~8IUA=;mgw=4SNInM;Motl
ze1d}|5XQ;CGi$Scz{_4W@q!Mzb%qsee9${0&P9H0r86(DPWr|<(NC<l<2n4V0UIx}
zfD5$L7Mh(S+35GS>$cNE(3>;<5+APPxzoFP)S>@3FV`3XZ%yEN0L0*?xn50UW;zc#
zeJv`v1bcMx>hTSH3p8|<3|OJBuJ`L<6`b9~Hs4hM{(DUV@C0*Hwml>FxXWj~E*E;e
znzx0uwFpK&;xyY1wT0DtwLgT`_G*5|BTAtzsnaTgyd#G%sl7A|>3g|Nn8WxT%o<ZQ
zowJEcaP?-ozDaAt+m8)xZ4|DIE~EQ3`G*;-g^P;u3<EB*M*x}dpC$uu!O6>LDb^U0
z74BhdDjEMd>ydrVJ6@b|T9G1g^I4ul^g<SV&cZ9S95EKfwj-^z-Z@ntv4=P3rJ#5U
z@QeS;Us|i8@sbu#*!O45<eZM3)_-C)x{BbYez@aC!t~yQ^tDxWrGIE&L&c-kAGgqV
z*F+weytRWcJAkkucN{)UeJyFetG}0{!cT~yXUB^+=<)z<Hig5Luh4{+T6%ezX}GfG
zl6)&!RNvs{T0DU`$?O>Q{<+*KogU#iV~!WBt-a){<lOUZIny)SAbkG_UaqnE=ZO?m
z6$UbiFRWe8pH3xV4xTHo+Lj=H0@oe1cqL75tyXs?PkB$+Yx0QoLRfRsYXJ)3l5IeE
z9Py0@!RQHPqiwO7ON0HrfA(u9mI!}e4+|k%FUXG{iq&i9lnINig70}Fz6l2CRVccH
zn0=3g3yzVTyr>mlOJm~4`6g#-AL9-rk_m6m6Q0+|Y-bn7od^#JER6cTUm^b8CJ`jQ
zTo<-q<nJ4#Hz<IQ6J0V#t@Mi&#~21JbC1{FDvHsqpBwG2BMz5N77MJLU*Iw}(_|mv
zOk9gG5q8yRCh4f;HaLM7+y$a-=oIJ<ouQ$W=3oiZY2YbfSgt?C;ga&TBvO%Hu%b%%
zRm=@{aYUqeEQxE9@(*%wYgR1{<#jHD6JX#Q0phWzT^VluAP0kw@YX>yB`I$pLC5(9
zzLO{u6NmSc*k1oi0=EE?L(J5;rwKAUbDr(hxhtJ(OvH$};&PRS@RB*98y5)#J_HJv
z{tcFDXmPHh1UT5Vudj-C+7K2e(Pa7PH-NWO;6CHz5bjRoAEZ)z`^@Pq#KQr{4>7Ba
zSSQR}0l<|XAOy39OTV+n`l2QzO7BvNmOLGCrd(CcZ^<&;&xrl+O`WI_Wz(U<PVb>U
zm?#nA<n)o}MMAcnWp>EBw2~IN!!k*38~8YViBdYRVM=!J+0|==ZWJT{k32ptmoAa>
zPth&&f-~wKp$am&JldVv+)+T3sTk~8Nth5b&CC%MRigh$1LPiPu({Bi&JBFg;^~Hj
zCWByTyc)p*hEKi+&<Sw)@kYSjW)^@PK<(>XIBMf?nBZ1^fNGiEP#D5DhYLi}q{b6A
z4n&Jn>Vg(7;yMBvf-7SE+H|rvSSkRMK@8E%GEW51s)E{B2$)-c4}@ns`D8HzT4YQs
zk892h!1{*D@n4OtXRZm$9JYhyI2MMacBaj_;F$?P!V#ncVa*Lf4B!t4F-%NEF1PAO
z^rdSf49}Wq>g%nwT5)4r#x6XZ(w@z+)ce#WXEaGGlH@6S>-n$1e+cT$UOev2gm`)#
z>pRU!M#&PSg=41*96Nz|AWnmrB3W#NdygylLL})cBg9q4;Sh@{#6wDGAn2BT*jp*N
zTBXUnW?}TWIjUI1zE&UZcz3WE)AMeLADiiR=cV!Emy;5J<1@hfi+&v2!0qo=1RMRD
zA2HgFwrEaY57X<5iPih~u?#iWj17By4)bR&RWemnVK|yC%0zFqPlZ}SudD~-xj)mG
zfmqSiQ}(FK?^bE7>P$rFKNQ-PbIHM*VE-XqYDhF|I5tHSl3GAZAhpXRA0b)wJ3mhZ
zxMMC{4`P*O7T~gcC8g)<>auL@Mg=M@gl7!~Dv5GhcRdZE;hKA70|#^nUx+FQze}9P
zyN-EVCI9a2R2Z2$V$sPTOOGvtzA~Of^qeb-qT`@czFvG4%m=XP9zYT*?Vknl(}spf
zQcgIcUJ(7To|d<gH7~0sMYXh1?dfML^KW-rL*J$6r|HpmI}Lq9%_4F`hY<I|ssq{i
z9Ff#}reqRsiV%@6aM?}DvlCSL%>%YMom%q78tp<R&m}<=H30M@UEU4q{*G0f-i)I8
z#Vg$Q8BDdSq=38~l^ZH8m}|66Tk9~)*F=VXFXP~qXa8kYbA8aQg!uN=UgiY0*r_Wd
z9VpHbp~C>N;l6LfGRG+G<blgOnWvmtC(gg}q3=Df^^#jqerHGT)2Rx8o7BI-%_rvS
zn>ZCmd0wVUQQf#DnUt2Dzg5j#U4h5Ywb~>fqfC4Aaa}&s`g*QO>D#j@MGGBc#*fWM
z%cWkNKV!Zj)DVL4LY>7Ny+Lm>H5Q<62_g*J31V>ipWqpUjFBrRU6VcpvC#{LIiB=n
zt&->!*e6=~><^%GAvxBi=JC1d3;_g*I5g@!kt5*)=!+_#gn>BQDR4uwZ5UKZ>`4As
zP>GDJx_Iw1>a05L2J4eRXn5#Z9BPkjV56<koM~^uYr%wldlSDsu2ple7kI!D7i5Q*
za*{JN96n5ju{icP>UUZWOgDfaeD&^LI&Z6bZv5F-T^W|DCIAoDuo?v--=$xdnYi@L
zUQG=QIJKd?HZXUM7$P(Uasyx@HlSo{X;l$N==MlK%uatmr-9F1oahgrQw)W>2O>CL
z%*|_{)6219H~z`4{a&Xw+3bg78?9Z;+OSu9wFwMPNH$&l-TDQdSdKTe%lR!t6<JiT
z`jP{EW=P)|Um7x~I61Mun+W2Z<5EF4)1fuo2zVBIngFo%rJd`VdD;SFHmc_^M6wzV
zR&zuay<Kq5eax@QR?4Iw(Vk%&(H^dCYU<1o8OG&#-sHJ}=~^PMezv6Fx36>}<E-3S
z1Z!cp$u_hp7#5iQCP*}`K5>tHJOZZQ;t-a&N7N0^t`M4NQ(K&TCEgrb>3jFm14@{$
z)441Uzo#d!0J9$~;0h#0A^s~PG*lQj&T;@-4Brb`@}C`y#F?54agx326g;GWzPqG_
zj8atZphyys*By!hteXpGj2t1oWtfciob8wr>(lMgTp!n6Qi`5+N%9wn?>))>E;t=+
zwjeNUmp@t9YCrnah@9PkL1)zaJh`2~Qi_6x;&=xV_&$1{-`>%Xj<zld$&~S)<9fVe
z!yYfK*{55cH=~hOvLMKgMydZ8`u@1PI7T-#QD`!+0<p4$E>^QvpR^p`tH5kNs310%
z@mM`O1Y!LMWA-guwK%0@<q&&kF4ULm`^#cAVbf<+S@IbcDpTA=k8D?tv)@}q-DMZC
zpPw;9H7INFnRfk1w5!u&2a@a)qI>bKEiC_S4dVG|W|5j@-5m|KXr6DxDnyw)CaV|N
zbEj5-tH4-L1t3SQe4w%m6P&ooPUS1oO1w-`E?=xuLPdK68!BQQ9rE^!agiDa%7NX0
zM(^Onef@^LXY{Zg=D`2cNve+?8(QJiF7l=pZ9?p)QkdsjimTSBr|0fLc++GSS&X-}
z6RVts+4bK;vt-pLHoju6$<)`>JI)3(I*xpcZCzhmKu4Uj6-NZn2)=(u#p6>uC#Uzd
z&1n+G0ThM1hDfbIzKIv_!|zKPXO+Ug52a+*&$yt(gB!RY!`dMD835rPDO8D=5L@vI
zIdieaCQQgaJjCm$jJ-Jeq}&Mi9}pLb4gwN~37|vl^81(H6|<^j)F60UHHL>00t;+6
z?%R_&_4<xRgSMG^ks6m}PRQCSp<TPhM79QsJ#utE(sg{NFB=AWsbaW{vbxVr5=@;_
z;&Pr;W7n=!AJJ|4^s*?%Huy|donC`rc?^b*5YV;pD@=ngMSV(lsphrQTl3OEtwGeq
zA~ol3OO3m!DucSKmGc_)CoZ=UtGL6icAh3o%_Qka0-{4>QTvL<zRXRdUcfpl<XWJ4
z=P7b+8NV5`dQX6S+u+2PXBFmWN7-|1mxfl^?eYzpDA^r}qK9-B#sxI$1@#j`(DjUC
zx{F^LH7b2*r-lY>&5I&!QHR+LqH3BZ)@R@v@>RYXqATlbV(b7tocSiN{9xuNI~pOY
z$dHm%BHOT1n-3xV`cZ?rJu6axwfSohH2QNGmtd{n5)oaW5WPVvTX9SoAi-IMaMV!w
zwdUd!wObRqk0*Kiv{9^L5$PrMh$1=jv1E@QmpY4B!@1#C5%Lte2e&QAhS{!jW!+H7
zkPTO0hJLyoAX$D`0clquJ4o8WBdBLMrR@r)-yz5Tkm-RQz<F>RcjEtzI4$?{OuxBn
z<MC8i7~Y2fw}eY?4>!Vn;OF5RxN46GzW)?MKSKgt3?UyklKk&s05;K*%?G@~qi60#
zGCg}Yp>t1A3^0u<!6br*zkugmJk46NUe-~8{cgOhrnQAAI30BzC_ICxhYdW?(zn+O
zW`VGUJOG)_WpChE?*1nPJrV5criv7xlRLW$LBix2J1r{oaNmu9GHi7qgljxGGFf9y
z_*`2k2#be-;NYG12Q1ZpZr!qlM@T1_1X5?!a~VX`0ALz8CAM*gha3pRF1q|J!NzVw
zl%+n5-z5C9@~v6Hzz`7*(Lk_`hyn)!a^L@El5^??Vdvvm_wIZeLa6Pl9bj#s@$fTo
z%}2Oxq73;4)oX?E&_L5|PVpO}Yz=M@rgL!XkDp2R^FJ&(c5rC(mu(U_5^C+DId~A#
z4n)D!kh29YxD|(?#kUOFPWHpWK*0tSZmeg9))nA|WU<oV%<PwaAcbpIIQ5aGsWsDt
z?4D%U5x_?(Z+?ftpY-Q1=!Mkq=H`p6D&X2KfPd1M(8HI5bf%qVPjBM{%_?UQQ5R$R
zTzpDkTjr>*bDjK&<MFHiNjL7|YcRe+wC;a~`3Aw)5akJ<<2QZ(z&jx5K$7|VDo!61
zkZ<ayUsVlY>GEq-Dta$i<e<I(E@Ck3U<kZ4Nj_+xqJ`w7qY<a$Vo!6EZ$N{aZd056
z6I%nTx~;IbICB>bwz$oJ{_mI<E{<2O+YbWu+VJcQ;e@9?birw3l*5J)Y~Qr8KnMn{
z=ftVzhMVr(B{@RK_2uDuEV=YjLtTq<bSzV1UHxBm2H|9z^M7KI|Drl04yolC?2z#*
zWcmN0R)gYrbD^*k0$jP>v+r%%&DbmIPfR9atASrV9CQZKa-Gy$OlbRUS__14t5Tj3
zP%0<=34Fnp^S_be2H`J9mc2hh8&KrsZB?{wP=KwNi$=y^90*0udT3YgP-1|T!{Syu
zBVdp^p}WpyBW8PK#{j#XLcE3myV2iB)};zye~-Afzz9ulf&C+ipxzG4up!hu$c*PZ
zmCWC=7Vz~TyG5{Z^G?U+H;+Ij<`mBTg7%94;92!2AVRya1_&~L-6YS9ecQ|2a1elH
z*j5$zarO~9e!$r@dJ(+7MPJ!4UWmUlf?N6v52|j!4uk!xE3#`rEoHyDlsL6LNAvs_
z!vTC4`uh(Xd~FD!3r<k$iGGz)XiX3dAY$$Ppg~)2m$hjyuQ>vFb0#FNWcwiR9lRaR
ze1;OObXYQYu;!N1UCFRN{#&NjUevV*4Z^K-zGrs$Y5+&kMD07n(~z2Z0=&A_?>j6q
z3KrbJ7a=}&z_rJG+t!0{A)W?17Ymu7oNFX1`ZQSzx&Rv^p{I5kG%$XHFk;&q+9vgH
zIMVV0<l&GUz`0IazU1#8fqY3fZ-_fA7=I^(+awQ6vysdnTw<qG4tDuzQb?4y%pqRs
zdVY*y=Yz)0iuc$cz8(V}B52A@bN)}@fqnOXCU6jT1VeW)>P`n;)D?;h?pi%0>;!VS
zP!hP{1hjVPHx3X4J%9nqDo~Kv)$ZVK0Kc6g@C|{N=c5J1R1}y8rGr{7ny5lvo+Et+
z=<~f71fElG{SK*+W}|rqC0gK5w>e`QO2`Wofs0Qqfe`z@ULNrB?g_^gjUJ2l%%J>N
z?Ezl@N$rK%NG@GLvO(d_n`6KozI6p~))?h)tO<yr9dwj_0EKb%p*YE}I_Ap}JEVRC
z(0dGl6(4kV7*nueMV}PfneKsnX|gjkMR4JR+rkf&REHk70lij(J=rz@AV;tv``bJY
zv>)X4@_C7mvAX6YLt;YDy<1Gd_~H8hp~s!22yH~X_iiZFUsv{v{J+AP+DTXOom;>y
zwS<TBNmHUH7tyby{j2Z*^BnbKNv9FrC+%M{u3Lr_vEK(gs}1pl(4%q|ikAGp-{t;m
zdUu#!HmM+i-&o3jeLfIFwUHDU9yrgt_w*rV$2(DtR6y5ks3S<(T{;S-fB&_@zXX!D
zJh=ZttR;l0hVD1v5#X(CtMv_Sdg>3?k~UmI)|X);G#O@#_pfyS&QIHd2(Lr9s<(a0
zUE2F+B@N_c?7^>_A6!5O<W;r<d>ao!3npXbG>{Q?g)X>I>#*y#ux+vrSW^Q811MpU
z<{04w5vk1(5dd&RK=<Ize4{)#wxnTff7zSK(Q)c~Ac))Ir~N5!^7BG)abpT7l|M)0
z@f%abL!R**+JS(5aMkxGtYQ0hE`D103)zlR9GpRuxJC%FBijx-v}w(0CsC21o{QcN
zTt5R@$eqi<(+|)lOW|RIAR@-(0%W|aNPgiPu&McZ4O_;4*FREkL6%z^zt{OEBMVRu
zZAW!*#vl9OAA>fL7GW4h?pFHd5ATbh;KEOf_}4B&P90N?=E4XG$ZGg8I8**>lw<z4
z_QR`3l+*GCs5Fw)X8c3WMRyMFSI`cwR0#d9``vcfHcZ4hHsskV)>a&OUM?QhJ(yTU
zqg`zAqX_{euBYE;7N?|Y4C*d>!$9s<pa#)Cyc`yZWf~kTLRZ-c7>@{OG;p=U8EpFY
zvTIlQ&YPj@#HK-dJbyNvUgK_>+K_IA<vn{?v7LX&nRl(Wu)En`5N+22i%Cw{mOvTn
z=jD=mol2(DX7ftx2!!FA`FWre^ibaI8gK8JOlN4-on=P^qgn*W`MYe2L);K=i&Inz
z>k*$0QrST2^lX~iz))}%<7~#-u-F2amxj~KJLD;q+W1fxg}yyZwYUi}axk#Cw#Jcg
zp3}B`AN!lR@u@`3-Vy+IZPR$QV{r@tvex7td}2Sy$D-QxZDFwDGQ_x?o-K`K<7W-F
zT<4K~EmYiR4LvokPU4NN_S}j@bFstnK%&MnW^^F&R!B6o)KQR%hiSY$e$N&PGhPa0
z?M7=37C9_5J!HSdJ~9Nx=Qdw+VQTfGBLhr7#qh0`^?qI(;;R>xEe)5&b1F!Ql67&7
zh<Gebh=Aoae<7h4?SQh;6NyHnT<mB)r3JHk0auXVeU)hP4!PhGERdP@HXTZhe?gzK
z$^Q{<T$G|((1Ac*OrLRyZeH8e$ry(u?T|?gJtg??P#0R-zWvFP9y{Wm8frg)GImEL
zX4o?ccY7Fzb4iHX%X>EYHa|XVR4Rpz=zjmAtN{gfmg{SvoJ=na#2#y<j<U~WnCWJR
z@Ls%Y*Pb<M$4-1VeLlk$ahDy<1~T4*1$7$BQBU2eAX8RCfU8de7vKwxa-(cuAB;e&
z7euRlnDE3^_U1S8GhEu0kJv$`#_&r+W^vbAEqQU*%J*iFc;_l!CYj^n$An`zpLR*I
zXX+u*TqX++>>-z61G<w;V(}pJ?b4FWnkqWS!7fB@h#Fc;cY<n8lcxSO2lWZit+mmE
zLvdb%#U!G`YV0qmF3oZc4TNa~YvgnxUX@AU>MkVMR3?YsqxJ1K64&)~X1*cMTvye&
z%yUA}NX7}>wrO;ce53#p(RMJfh*dSahS+FC?FEZ@1J7opDC+@ai6E=HWdMKU4{uq6
zEcu0V8*T(-lXgafwr=^K^fG?2fJdOct)43gE<wra%@~usZ~*K6E%>*6CMaj_{on?5
z8NMJB2c!Hkuw#aTOTY(#Vw@m%y^*-SAt~V8@`ze0SbH?mmLpgmZ|fmX0@Uw-P$RA=
z@K?jV5g*2vd+iQx+bLp?;<x?4+1N(hhEo)L4Q$i5i%s#~^)~om%MFD(t?v@1GLt}z
z{15ns$N{{JIeJg1m<+o7)-%AR6}|8?jc|r({607bAcg8Gj6ghJ2%nYx?Qq+${-=({
zU$N%r<7z>P6h5ff;GzqG4w4<)*!hQLLYjNq8~UfH{{Kk5#P<5|G3Dz}<~p1d__t6A
z*p{0+Bl~Lr4KN#|t3WBR);@gw^aeZM0XT>1=>UXKF(C-B<7x{1#VHcA-<c3oOD%VB
zq8zBVY8`L|CGJpK8CPBS3!7|g6E-WocSm|e-mD%h9_GdeJ%1J_0Kw03r=M>DY3&iA
zi%|K5qdpWr{{<tvy!zTB%VeKoK)D)p`7IeCx4B#rUsW*|D$o9#lo5VAp{Q%fd*Do1
z6rM$YJKQ$YK--_~61ZPvZA(3UZOEroM#UIzCXo%wpfy2}zpbVJ(=rXh#+9~l@J~YV
zKa$|tULSrRb%qec*y{*E(S*eVukG3io71pETkvlS2+%Ni?FV>p69r)x0L~3)K@oZY
zF2e|7?HlD3F@HAMeb0If!kw1R>plN!!2dN37-r4D_pZb80&6-w(mB?X%NWm5`w`IQ
z7I?M)A%|s%{ZeVRLmYRr!PdrklMVhxL_kgD_J;g7K?%Gf1oOP625u4$Egi@*g4&9$
zWaEIp&iQTlw{FLkS8OOk+_{Yn&VCDRV?mY?GKC=71MU2AIUm<Qu8$QCM-u?I)A>gi
zS>;wi4o=zOV&G6U?Qi4kKn^w!*X&*+($M)Tl=|6-!~cW_$Q}53&;Ro+KlzitXyUEK
zLLmI)Lhc4-<IXxzo5r!3nHD+QOuSJx^NY}51A#V}3MtrToco{6J@Q(xp_@#kpgP7%
zJi8DFLrKNxTRWl=|7d1)oVP1?{wX65*+RSy+Y#>h4WmG~BinRO0V@8<9i_a$3G%Fl
ze3v(z!L0(u%|ih{O}L$N+&DkAG5c+(6mw($6N`5S!3C^ke^5)g9NRPHgmgdO#k1a9
znQB~gxB@DO#T~T58?$YyZPemz)_CtWnY;ElzdQ*v@{aQ}zi>B1B2a%g7xfxSewSqa
zGj0ItKtkA&=pl5j0J{9vdP9jIEhfBiu#-=s`b|D*Lk?8lWMrLq9#E^eVX}We+?Emg
zk4qZCjs$xq&fC1Ij-001aV-S(oJJZdvHI68Z`)<AY3YcH2h^j+6InDIp^|t}{Z|)4
zO7$Q0!-fp}M|Bvy7HOcXZO078+6T7mC>3NF`>#3PGRFheAJgruAXOM4L*`L-`rp0r
z|IXextXES#t9HR&l7>VoXf)<u4&2Fsq{Gqsq2PO@(*=^V6dU#ymzdDS<zS!#wY$SF
zz!*UxN?^V=kE-snxDDnVaHt{!p9lJlvye06?MNEIpA&3?8FV!Mv`(v_8ceC&LJBOf
zS1DtV%l|zl*tvA@dmN~L<kH5wWdE|>PS(Twfgwtl4-p0)*l=>7G&pbo?U1-i&|kw7
zxWFMO#sLTawhjVqZqG&pCX_ZS(U7<!`a8J~+ADP~o_@S?KW+7xa#Esa6FC(A!+^5W
z|7(IUX*6F;48p$IOD>fWF@Ddi9=RbIMyB!}+EdL%?kG?Er!A<;S?tkmhx51YEuK{W
zBj;Fti7<OX`PIxa{O))2fWcXYYrhn7LLS>zwJj8q*(7(;A+YBI$BLm-F8JN=#+d__
zXp7=+sD?OD^*HR|_)X1jl!;oQ62FClb|9=9I}lLHwc~&nUU>hTI}q}`T;hjS1=GX!
zw2G3WprH#>4epHfCeYhj^#79`hG8r=xH5G$SwB>dc9NH<d%DVQCbdhuy-Ko~>9v3X
zda90r_E5=sX#QlV?=;_2qSfzb(Ct<5aBBt?*h(hCNiW)IMi;&8dQWn#cscf7om{>%
zc@gM?z`KsEB1-2*5LtV6@!goB7^;sdP4zlEC_$ksh)3kVacQvm?@t)xe-pj0LRK^4
zoPtZE4zAM)@T`IU`^^2nr2h`(jE(5CQHtr65e8BD2pkjD({^{chOg4#F@aqL8NIpa
zk1<mzzvKU%j0&9tz^6pO<@f3YD!vHa^c@%iNB92}`N40vKwtz)+7ZT{&OEyFyp>xZ
zQSd^PBHu(MJD*2NVb#i*rBd1Aha(H36ONr#@BQ48#4lLSy{FMz2uRdxbV=4TAaaOU
zP3&Q=dFJZ=F;h9($*%N-KHNNwYOWG=1_)Sg&X-eS9}$&2@q&Aqbk-$DOCEE}&K7D>
z;Fi{{$opnqv|?_|S#Q$O!N6xP0Z{}v!pr|=VZ=lbo<Qz@Ggr`3pj{4AqW|?gI5eN(
zoHf<<8S&?uYmtS(5+yhtE0y4+W>?z?;=I|jBQ4Ww_--~e&lDf|pP36)fK>%5E|^u)
z5ER8!QBwF5NPstP1e2b3UTUaVa>%e^i4*34^cUt-6FB}4LMI%MJ^)=x{FC-TDv~kt
zIq251K)xLiF{Jcge!2|02mxiLq{8QcVc%%1a&zM>yWTDL4Sa*92NVJv;~}0$lqGE+
zKxfY;B@$wxYmOFV7&aQRDA4TC`7dNwZHL~k|EZPWM@5DeEHcISN->L>=9C-ZjNrn%
ziP|qfFA|Vp`Fat20b%wKxEjz_LJNRecrY~uZHK2o=aR3C_Q$VLN-r<!D?)vhR$p%P
z$yvPGuN~Z=&8Lgk4;%P#^<o+N2$jrqd&o-QTGIr0U%duFg6|&S7Qp0#h~twf<7jGq
zZdFx|#W&2FaVxK4jjeiAbA!b&wiEP`Sp?mFNZpyP8$Q}#Ic1*n0JicC(BchlCOj2b
zeSQ==i8dSW`+O6R1H^8Au&aLULFdB(y$Ya4P6_fj2x&YRWHuTJHQBDdPY3f?t;#U`
zF{Qer#S(atE)$b3h~k0qabG7q?zYr12aTl`v9arWf4z5ucul8SP0T4tm>r{9)+BA#
zH@<{^HqC)HdK+Y*@IR~7H!}gj8<1nNg++i%*=Eq`WfO>S?`{vLWA6T<X~wJcHobp0
z)ZiN#J`X_XUWeh%>5}c{X$hmC)!ODm3Y8grsan*dgB7TCvR$w<Y&UCa(uuTnum>wV
zVYYH`O8@{k35Gj|s+p81Jyapf__Bj;|E{4x--*rnni5vVzvyvz&pnlUSJCf?=M&rt
zcQn)r4|*+=>keQS%UUGdWKsx6hAKN6dIfUL<sAiK9&Js<H)K)$n@oorEOrOFA|Z5D
z`ip|rTXeey6WlqNc`t>>M?moKc-1m2zHu9v(LV_o^bKzI^yCqE*O}!4;41Wcv>RJw
zJC^u8(z0s?EODkuYyIFZMEJT^defV3(or%zoSb}}oLXi%^vT-&U4-P>$rGbq3o;b|
zvW{m2yD|3URb#_6wQ13ko)3So1EOfDr4yB!+nYSIAXI2vl!;Z(#CBthim*M=E|`TC
z=7&hJp3T;C$+zH-dPxAW;E(Q;?t+m}D(Hm9;FRfC>7Z+;z-xMyWoi6aj@`s{Z32v_
zZogi={tTc1Srtj}>x0^@y}hy|=Pmg*+s_#qthFZzcr!OIXE<K8Dc$4)!1rK{U#Cx`
zPc7S@P9R~r&Yxg`luq6v+rl~fv)3qPmKUq!*mu#RQi&qbz4bkXE_h4lk4Hf>o;Ocz
z(&uZoQd%1@yo`+9YZANgxp*EoS8>V3`F56Ln?2#atSyuc`ax3OgJ5&RT-pZC2Q(HW
zO`rK;oZkHEX2=|#9sCK0ibYU};9i%fIx1NAsAoIZe?kO89J7gJ*utYAgTzgdu5KD0
zhVLKzl2sx+FgES9LkwqbNhbI6YS_+a$GrmGwedX0qXT~gBOjDyoLaX!w~Jf5D3y(D
zNGX*w<m@hPY7GC?3D;g>Naz@QpNRZ=yH9EHtkJ22+gk$fQ*Lix8*-@>f=D#VoU;UP
z0dT_g6*mKaT$X<Pjwi~7he@A-1#8ZY5>D;t1$crVw_pb4j!fkYPp$*!ci?rdIw_mO
zSAGmpQL494lu5g@DIbr<3l`p@N`$k0BFpZnNZX10L`lHf8HHyL?^+BfvIJ|Vg{H#4
zsTD}3^bTskA9X(8MU6{1;5=C-+F80in>3n)6eMXtd*kbyn(rpnf)DjR2n!KBggxn-
z5)Nb>2Ocmg5K6$uFh#We{fSC{!_`b<p<N7YgJUX~Owgh8c(NvxI7~OVa`?`D7@lw4
zC98u8o;NFu^C*Vir5A&4ti3j9g)NQI^kl-R)nO?rz2Y)gD*04CZSRg2hCJ6HZ0!K2
zb|I>p9Dp;SUP!kKZbjUUN|H3sgSI;RCB(L=7XJb6b`&+DF4Ejs5pGqHIE-$?5b8MH
zw+fLAUd2GRi_GUBOl~Vd9;3ouUQMUrF^*UAW2?i_6}#ld7m}N8<$I#gQ36{ImgVQP
z=(r1ci#X}u2J}N`;W8JsOw#;lT>fq`QHI21OH<2gWBOMy(2$O<N*<UUokV^7eww>D
zw}(rUVc`z7Y|_jSg(km!Pp9iH9y#{Y%Jwfj3Sfa&b&g^8$S-$~9PUzlkqRP~pS2q4
zE?iOlJR;-TN~soISc^XQxiajIrjV7O7p!~hcC$i-a#hnXc5>_mlGDwL16hI7t9XSA
zS+jUx8Y_&qOoD&Xz)SJs2PeZSL+VN&E)*>t-$hyBpD25KTs`M7VSph-;N6(Lu^Y3u
zX8J{}p=BxMr0ib5$4~3`-htVr=jh$Q0_s;7(|w^B>dZHEUh>H`TG4H#MJ=^jh3RY9
z)(Nl9Zqlqt*0F0?2cizFD!$Kgd%-*wIrbTk2y|6h#<FvJIZel%sB&&8gh4<&jgblx
zzq}Or5a%xfC2)2$bt&ZI6|Ph<VJzJaJos1E<lN+YD}2KRw2}t~?TQzR$z@p9QyY^I
z+cTKRo>~QTA)}LyXjfsYLyoDYQ@sK7;c=U3>eWb%-TXY=<3lv%`c%h=yep!Vne^9>
zPbK#wj7~dYP0o#AllT|m$@etg87AM*{&pM3-wGme-f+t%_dvezELvjdai1hHKp)&>
z1_pG04#t!F7_J?olTG^Y)N;+2=Qp1d>jws|cghzpRz?s>$^#2oVa)T*vnkq+k3p%U
zKt%$420xwv!jFHJtf6uJHW-l8$Y4$JH{<by_q->)bIT9tYa<(<Bx>b?kjcBk$zaJ(
zACLoF;Xgzp_m$lUs(E|`PdlI6{Bq}2!MZJ}Cg)Dh2fKxDNylzpfGn)Sr8o!C_41tY
z^9DF@$i@LTKoEk@;2!$YMH;fx&C8u~OF~TzzkUn~nDc6_8&p>T!@RFHdIT}DPtp<P
zlBfvZlQCIta~}2>6g<`)d@7$oY`%%cm~AvZt@4|-PS~X1j%(wbhe@i-t0s+}&Yb&y
zH5##QjDA?TgUX~|D&<ccm=!cT@YvUwOAElgUvTpG2q3C_ub)W5Hr3rGf#b3G^O8Yj
zG%T963Yidy?(RZ6K>RqEvH$WbdF>}tD^Yl`cU|Z%SGWhI7iAV6z8QD-9VbpSPuNS2
zYLu(uu*WRAYp|a6%4a$!Je=!7o!7XXWp>hK^LL{9CrH_)5Ovd!dhcR!zQzf2$)#CZ
z({DxhFR5<~O8}ZQZ{0uLhGqckwL@WkPoB%~-AT{8vLX0X{^~aRf<s^B3FQ+12(tYf
zgCqhog%=SY0*ARt7r;J`3q=10dp++Jf=x1`9p~4PJ<cDil%ws}OQX?ZrJB*hA;ZGM
zr%xfTeYxf-aWFP=&#6;~4?Np<gyYQNlg|$yh}uKg{PJL1Qr?3>U(QLXJPhGvx7mJ7
zPvM6%s%#k_KF#;qqoTi!k3@I3f15P2nzKb0Xk_TUnM&aqce3mj(y3Zw_ohjEf47)a
zIr^`+LF^ZNtDBk}xgLxe*_satFEtm<%%W)|z8eQFt6Hwjotg~^@M_ZeOh=PvqVTAv
zxP{B8efjMTi6Em|$9bl1+D?W&dz=m^|FLJ!S98-M9Wq(M<Y9Qj#l3rQpFfwc>1N)R
zmeb9a$4z-q+3DE3?qf1KpM2+M+Xl|hBEl+$=FWe<$&>7?k{GOvcx&n1kuPq=z@FQp
zu1WdO^X8d|RH|WL^<|bldpMXS5ANA>1F1l*4NcR#b~An7#x#3=oa0TwREpTArrbSc
z8Sm}jIXjZfuDdd+V20@WFgssO;9d5mBS>Y~2VGgy78Q|VBBg%Hoh6Dbh-8p-kF49_
z|3lb!fK&PZ{j0tuvPwd>hJ%bmvS(%QJ+qRP!ZD6j$!ORIk-Z&zXB>($j*RRrap)W?
zJNy5+N#Eb|yPoIz-&b8-<i79s=RIHVbzCDLkQCF^v4x&{tBytEsZrtC<40%t-4D5B
zB#3DVfGMi#$PEN1wVmz>n7%5C<0=nMQlh(&(9aWfiY;{~z$3*UdM3vt34tWXOBmq6
z12~f3|Egba?GOUI;_y=Qr7{2y^M{4%CPw^l$OXqg6>Qe*)ho#6dt<MnAma64ovbo=
z5>A?kK#q__0o)}QIop1sm3dvt6Mf;&W3ubDbaKP0)$ei0>N`EC+(q=CwJ0j)#t#pr
zS&mcJtc~B5Vfph6>ceNW44$8PW*LT<cl?)>dZ97cCjFg9UtRrkSkI@5s_U~W>wFFO
zZEY+X!$l8g4McYqZ`>p%W|yrp8(^IC|G-tjL_qM5R1idk#u2;PItKogwu9pk3ujHa
zRj0T`1*eksFBZ%~a~pQk`5xV=w`Qn0^PTLC@-8Zkpoo;(69hO`NS*|30uq9OfJe`H
z)}XUOSMokbIt%)ouxwSHeSQ2bhvb`OG)=<R!w>X*9@UTUG-%1OD6F$;ohFb}J7Tj(
zMzIhxZMrx^p)SzG!)tw@RWs|yR(=sV&bWvLL%UPa7D^10#36^R%a{C7YSKs%^POaq
zXCzpl0Y_}syGJTOc-2oUcjiA><S<$~fO+EYEw}W7L>)!(V}OmEH{jyAl-@dO+prSw
z7&_O5Vv}ctq4a&8WCW77M+6O34$y~@Xl#z6{w3%==5Y>548|#z&%`X}#W{7<WYM|e
zQyG=LH?t>O&XEEsNg~gu0+p5=E#$cwcvZ8{V`6~w&vBk@FUZ~XkD4^7v52`jMHS7F
zO@Xbj2*k$Q_ywnYmd<m|Bt-&VuYaQokS0<`Q70l!pr~012&DczQ8D-{ODl8vQ?v=h
zbLi?deF-a_m$k|;60|P6`BtxGeP{4yjs@pM{|l)`#SVe%Cq+H*$Z=;N=|jVN_F>ZR
zE6_p#ujK!D21iW>pAko!6~^5^gZR4akmVP9i?cV0`z*KUy^)i;Fd(QOnm|y(hdzS&
z@q~%9B%j>g>fQg)<g@Azzt!@%w$>{#J|JPfm(p7tML(DydV3VQCpAypA6CDO&o!U|
zoIyXqs<yMVYQa~_5vPyNL7-MIB*d-R#Cd~io5JcYmc7b#17`7?S7Cil|H`!cyk27n
zuy1Be>g7~^e`aTOa98;1F6B&^C2ISd4Xde7&c7m}X2IO}SqYE2=|b~`W4ywE3GNQ@
zPgWl(jm!+Q5I;viz<eRV$DU07Oit&exu`!BNbcPYDv2hGzr#Hdzgv9s3C$N_Z;T|n
zn0`vAc>K{Jx@3@<ycS(36iUG$)9S?~aF$QQb?uOnplfjd^FhM-rnV$>_o}KN?;0_A
z-#MT9wQ!8^ZnY|fjmeFb&=A(j+f-HHw?ZWep!V@dH$+KuA3`e!j)I38CJUY=ST{-u
zfGK~vThDj;s-0%0!*7UhQrkm9(1~q#-<kaJ&4&tLHwhdimaXRuonL@@!MRM*;t;XC
zv+6T}#Ht(bU{1K6tz3!QR35o{mN*2Ol0c1|${?uwqSjh8`|qCx7!0NiQ%2?%yYa~o
zaN=~v^3)+$+cW-^jqmx?JpW=5!B)s_&XA@V;omhc4X1ZX|E5U&nlDCpH*x-k)6gx}
z`bYM@aE_#j`n_T_4}sdmMFsF4C6^fX(QM4c*I)0&R%Bqx92bFg!_N9`zn6)SLhTm)
ztB0yDVYkx7HR_*^>shoEiT83jHyg|{zXd1hu%?@5p5igqj+vMkH?rK7MmrOzslF7G
zwIOD$Zo6p7@6V{6APh(8SQ%t-^oYOP=raaqNvVLBLLTLz>VJ5*R}@wOAT$+fQ!A9u
zS7wnQd%&mC`*^Q3H*GZ-*dDm)(toqQVg%lKuTWLCz+Gi}#kz5QUDff+#)2j~5-{(j
z5O^z-FqV`nt|2&+c{;|_CssYS-)cD1tzKzo@gfjZ_TD_bvmBo`+%`@3k9HBPQ?g)4
zf`_X<(Qqs29Edv<jg~!%sI7k*`*x^QdnRfjG6PF!<ul|%TjTb=Y@*EQv5BaB-7W8+
zr&~pRK?`&1LuaX_kwaP1uQ`fnW?1EjlIzae0qzQGVM*B$GH=I|(*#L8R;F9uVrm$d
zTx)kG$5eZYvjMBm=HDX+tj@uIs{aYJ=<q5}6A$F%6uDZnvG~TfK)!EcxWc&-&NVOc
zq^tUN!&|^2MnlmrG&k0AO*`n=PPsXTUx{kv2|^XtMTGBEwyMsC#-tj!RDZpn<4kc6
zc%Zq}U{+l*$AKswtpgGJiGwW$Ptz03_;|XGBHq)a2~L3*&?$G_lD{#yt_85D#@`87
z_ZXNO5AYlr-*Z|j#l4G%=uG$_4ryNXPbD<?61te3IYe<}UFyghtz-@3D`t0t_)f8*
zIIuCd0_ptx$G2yCrB?96cT1LkpWouxFs0y-tE&1DRQmz(d{>dn4{5uVI~yFC71JJ}
zGZ)?BITxc)I*2%^vy6+U`$e;>kZ=ml-4H-w<vO-r&{Aj$ds{71QRqpAXCQnQ<n)-Y
z@#95qEi4%;$|>;T*ok|ZPrB&>^0KpAvTNs_I$qI!*IjdvX#v6)0R_kV+wXub+YXQ&
z`$J~$#g0hS+=IJci1yCnZ><aERbLuCVF=HEc^+tim-<sBl_U*&l1qrWF9PSVdaoBF
zed=~m3W*qAxh<YZiD<={&=?`YP0TVz!OqweN0UWtlbDAp*~sneAa&ZGSEqH5Ii`L?
zbU=9;Pkq;CRU>b0pvZT^HfY>~AP6=)Q&JEs?T;FrlyT$z#-O(rz&2)f-;HAB_wp1G
ze15Pv9h)$L=H9%`N2D1Sq7C_%?A;@^4Q9$eR@?O1mhiOx*%(w0^Q8Q5^`tK-J6U5+
zvw1mrAPPmr&C4?Wiy90t?PpFCF;s}0ukqQa2*G}?;(qJlkeq^e5uNRYQD$sbU9a78
zmiYFB&yRO5LlyV-t6k!ZL_LvScH0zoo>DKO6crm|$ga!AGT1({=Zx2T09QR1uzrTZ
z!R)MhT*FJ$Xo`#*%{L<0wm)<RHUb>keMT_^f4&pX`x|OF>P(lVnw@t_&3VK?W%v`_
zKhj4iX)o2K93SGJEOA3;@%pQhue5pvQVXc4GPMR&-T~M3@uP#?+vn15Vl_@CO$;!!
zLcJ(EPo6P7tk-?+M{CKXUR9q1AA_wARke{vy3%!~L9QzskE48(Zg+hkb)#}L%pag&
z1lpgrt`=@*`l_$Zf3sZKe&Pf(3NH+N#Cf1Or07X`?be3K@$cy(6duzp;qFl}F>G9$
zwTtlIr#Y0(6gI^v(*asIon=Z6d5kf5<gsg~h`*&&dbxq_th6yFK90yxP(d0=`>4b`
z<fhus0>y{HNRN!2Zn9h3#UdKq(T=Li=WbtW3qB_vPIVu%b|F^Nb9b?+lXN6o-?1Rx
zn&%=bpmS<mhqc~2gI94ugg{oCMg}?lD_ukq=i=c)2veSvcYD-LB%1iPJvSQu;;pSA
znRN~Rra-7cp+OT}1^;P|goWxx<RWthhhtdx5TUh1Eu{Lya|3aZZ<$|`o4<Ge7|Ne*
zBKn-ef_}~%{}@@b5n#7w0Z9L?*eYw0++}FpLBo-@>DXxyrU8HL1z#}Vier)UXlzim
z>RG;`Lr_u?&A?t7u(t8IQOh?@(1eEyu-MLV<wE$J3Fo{)ojel>fvl1-h>nv|Y<fS*
z=&Da47k{NwCc8+#1^;fFh!sR@&b1>Abn<2L74tWLO*S@3W(X?b=95H}aP)yYgJ(5P
z5<Kgw`4u>mY>6_UuKRZH$lFjnw$*#MK9sSoM0&(?^*>s&b>dV2iu=9Dz3bk^oOV)}
z#;iJ|Z-F7}M67U2d4jo32_l8Qy@5RaH3~DhP2DzN)Et(_9ecj+X(W+)|M*Vh0`re0
zICC*Y{YDas{0sqWW&r>qT@Qp$C}hp035w=q=6F~b76~Gii@mkxbVih@GF>)8nL(}r
za}S-cCX>%ZN$srz-G;7b5AgU>#fufZCW0VZQt&_c+3Qgn(Dr*zWUaegcLOW$;jxhV
z(!t9a-`vknRgxEcEs(tBOX>Y<c_R8b&gX9fUM^u1S$*A&bt#hyS$vHcP7%ne8;`2R
zHN3!`fh81#syx$B)?A%=Gt5@*p!u%5H!9+g6g_lJEF|furej<n$!kW^$g<nuJ_bxl
zvYJIfo4VsN%PsQ7aLf&#q5|p2#Sr9yc!u8aV*{3EPR@0D+|Z_#|L#*<*~>i@Z9sh?
zZy=1xp3|vu&h!iFNj=Jf;28|{hEBmzu8WAG8mK2h1_<w`kSgvPdxq_ry1jKdK+u_M
za|*cmdeg9OZ?f81LXc>v<m=l&T%s%JK1SLvh%9KxCaIg|fPX*JOVOVxX@;tP)B&R{
z_x0?5fka)&xIDaLr+KES^67Tjr<IxQ&hACIoPg!W)vm?6ZPO=+cH&XJT{C7fK_wfE
z2-EaQI)7t44FU7(6>k|F=~)zpUlNE7i;n||h$)90j#TsEg>?ReD?mWP@JaG^sa8vP
zlc3hl<G-P-oHt;S!pE%kF#yWnRacwnPWekIoMzX)kFi%bYt<b9HeB-p$#Hh8KcF-3
zfh7f-`6_&*;$EGY!;^-(GdcB0rCvKCa%p6_+bSKZ4)c4ix##XiRG;?=$&1+4fbNTA
zU$08$D2QFUZOcRiDYzVBy6{lJwNj7$VEUydUit=}w*#ag2-Q}ZC*D+}DeLVTpW0js
zL*4NHVB&*U^sq2Cr<ND^y7_)iLUky7MOHg%ZLp3zjUWRB63K6N#D^r<X@<YIh{6rn
zB+XHsASmHZ5=4%xJwOp;P^PY(f%Q$9Wo+o4hH0K=Pnc3<lY<g|YlN!+$cD5-$=8lG
zxwnBPK<2mqay5%=>~oMr2S0Cc!Pn|HT6I&`lw3;JGHapk2V7BMKo%wRzmMK=O&6sy
zeE2Jo%c+0uYXF<Bz>|^7=!##=vihFBz0X@DZugk>>?VRVVOpi`F%11&Qah6(gP2N~
z1tWb<O}Mv?kW@psneM7=4j>>|CC}(Fq%&EJe|1LV+<)jybo8RY8RDM&wwaLdZ#$LN
zTypx`z_={NB3_0dvsCGBI2M?4SQR&qhG-{7gc#~5_!;~I(>}Jaikb3UT-(}f0s{S*
zLZHwzT^E6WLi*DuyJYW?^OXsXfx?2MRM1#VOVz|J!fTOzQPj9&aF*kLlO*uhxhc2|
zh_R+x^pQPT7wKgDas9Ek0x-4R-VynsgFtPvba>>>YWQ&J0QGZ8-(AV&z?Hzuy~cXV
z`NlM6B@^Bhu>j6g3c3yG+W4x1Y~P8E35ba~nL{(En=V-^LpqSdD?5`q?)6kNwkt)Z
ziTO}^?3(^C?F^?!Efhm8BMjxJQwzh2R`ZExKxke3RR7K|A_v0kf6|XIBbvr1XX}rg
z(UVk^hL4c*hnsru<c&deSK2ktiqAuJ8)h?5Mc7wAe&ywW`S|;`)_nzmvdwJ^Y`0~*
z^wxH7DCGuA<i7;F)f(5teR?up?quJBcIvO9{+#=Bxwu48BHE!@H#9<pXW#hp{z`4F
zJ-Orpb}FEo?&R7zHG~XOg<4^KiFxu<k@`;F#sppZ+T1-_ez{ns+b5AIG8Y`HcCqK>
z7f9$7X&n&EjJqvgc;r$E<hb9O-FazBQ%DEG6vBS_qD2vJkFe*=ldZKk^IxJds^09K
zdB*V+>00YORTh-hTK$>5LT9f)wm2~2I<^(U@Y<zL7rQ^c^b~wAGKs><KhN`k+$qIQ
zq-u=unSE<BX@=lGKgrZlUCBA;GANU^O#8fsiVBr1zbn<~Jno}(R$_QhtR^glaS2%O
zxGGz<x6Brt(&D1%52HFH`SF(ZVcs{O@xPLMx!4<hQ%~=Gwf*9|Ji<el;(r}2fM`C0
z&UgYTfg9RxU~D_rbW2R!xys}`UqmQ{74`$$+Y=Zg2Xe`c>21J90ssOMC;)LTfiUeB
z-uI2}xdhmDN9`|j;UT72F1ehLth~Ih#2VYAa|<Adj0E$IuqfO;%?>odT<{v}tWPIB
zQb}iXBInrKT%~T}HF^-mmR?&1etEC;?5grVNB%g#RhK@zaF#j#x2Yzfl>l(N8$MoG
zuc-=KP5hu6BhP>#5lD5)vl_z7*&%-JP+)~=;cc|9M%<m==KZJx$zxSr%38odgg*>z
z4C||pJblJ*1;j252KH4c20voe>cDlCzF<Bj76pGOb`|Y{-{7jor=PItjpjX)`Jv)I
zU*L|;>Ja4-49<K(HmX~te7*jg+-2WtUDa%+qo@|P4cm>bvIsuWINaYk`!@Q#XC<Z>
zqq)&!J6YODi2c-QeYsNeeKkl}=jb75KU|Y#wP4#%jApgGI?ICDyOKxu9Pcp7l~D1s
znc$^Kfg=n(DdG66`(mm~wHgXnj-^i4iYin=z81cnMVH~G=Lnf*`dZ?Bi7H}s4z_5Y
z%!AV(pQcY}YiMa*%&keccukjQ(MBjgx5E=%n!ojCx+cc=st3mDl;noX!UHmeOq7F1
z?ebCfB>9Qhf`+^3Dhq~3u`QoFYH=9tmH0KuFx4)P#CAe`*!3rD!Jw8IjDf3EUDMGu
zajJ`I{0;g52<2A#Xse~M<ooB*S_Mp1s;Z%NhX!tEHd+uYgu9o6AL%)xxJsI2m~i!0
zN;DnXH*nW>{La+2ohGOYERLpEUKEF5Mq$2rAKz+Wjx<tn;0-?$MXvc?AN$_khtsZo
zx<cgYc!)Lp5#)27OXkVnu|NkIcAcv^K-~8MLLIO)`@|e^8fLnbWsRYPk8+6W>*z#B
zJx2OC(WYvt6zHcNM9I`xw-#k?wyw`6Wj5MaWA3^ML~LGv9K*AAL%@ECW%K6)0|b_=
zPC16G$wNao&2p2rMk0K_^8nqnTo%9YPv2AeTew_NhivXT&%qu?6<*2OGfUCWZYgX>
z#G7@_Z}*@?7k4kVw={fr3ST<y*>TfrQ?zQP`u=o^RGa2f<b{#KFQ*JJx7>^_lmCO7
z+WrFfjUb$O&)&KuM~+#1%4E>&^2rx()wv%vx+W`vtLKYPz(o>WP8}UNXu_{D6!!B;
zNstkoo+|wU8TaK|M#ske>(Fw1STGD<R(|Tc((v_g;42ggZ<PC;I>_`xR?1Ih#9}`a
zD<3+n@+WJ(F;1V#SelZ}ZsSd_lZPd>({WmC*hlS|>gauHvHbQDO50Zk#l1~@)JzP~
zl6AK;20x4s_p4@-RvZ?J`o|{>bO+GlrjcUeo*5?Lp+x8Ig38B0X@RdNKBV$);v#GJ
zoF@8#7^oRb@>SKQxCHKNRRNb<dAFV$X=~u{l3fy~W+qRSs#Hmr!7iJFxjMk2fc@Pt
z$TJSgX@)fu3&dDj{IH-E(#CRGNd`ILaN`u&9NdyVwN@kU@<F}8$7NA|+5X?8^~pZ<
z`%H~|i`$Fv?nhEx%XG3EBs+n-ll+Z{`0drMiziwJ)wv#B@wIuNciTk%#q%9D%!sac
zd(m6XtTu83ZsJSRB(Ee{FxT3rZD(niw$&cm2anaqI3Twi*V8GlJ!_z>VGDPzw<c4#
zo;y?cH{$LCBy#R6k1YEe%dULi5@AIYBHhC}cPibuvu&b7=R_NI`c&;{KI<=w?pYX_
z^4}jn6KUN3kY4__po{X#jYB+TfUjP5w&>!0zrMhJ3hTDo)M^K64xd3m^z{|1lKdap
z^Fkg*u8DW9+l4ShZw1zcb&T|5#uPI#Lbn1g4@BnU%Y1Ugx1X>AZ@nBg?OEWPwd{?e
zz_Pu$Ti~NUEm*8!nxL?;XKE0%7Mre1!54UmG#Uzp`|eX#%MX6g>h7vP_WDU>!}kzP
zKd^dj5G{MJ9HH>Ie%l=Vm1^aEpaCYZ&0@eji~?J{Q1Vo%xGcnBvwy@V|A0ekPa54c
z{CE~;n9&>g?N`99J=D_=ravUnF>L_2{N&LN>c&auyzsY8RPw(mnUih7#l^M0aE~^V
z0=wZWnltdo)m-~mz3VxS6wQfp9>txA!2_*q=W^=|C5NpYJns)|zGcLw?`2Nc){-1e
zD|}h6fVcD;{6{O#P30!3Azt|Fr?GMCDZ4#H7sQ2z23c-Rx-Z)DH1;o+hFBlq<@vtH
zw&gN;dQ=GUXZxib>@;O%EVNja?5o9=du`2p;md49_nEaUfo6&0K-+I&?l}X~N#Xj?
ze!W??FZt6<JRvH;-o)^Ac;4?rZVHjld#tv`2hsUHiI+&1t{0Aub<mUCNMc#w{?_KR
zDO{Ddnzd|I$;EKP`0;_nhQ-~iHXg!-u5<pTfNv{;Yfnu_6~yz6#pwweCdWq(G5!wI
zTEkI9c~%bqeuVJTJB$d?y6VurrzJn1o2}>%ofi}9BRuscy~j6!(>h^<r6!n~qq6n)
z{f-hoy1R~1@0_onzi^nQa788Nh4o~S@CT4OtD{7${9><6muyX8@u!no3Kg!mRF&Ru
z8^|K#>quJIo|z8Ceth+$UJFVv_Z)0>oi#{i#cXm~;DuH?n`pL@O0B}|f-gR=l)W)y
z--;i`o(#kGOhkxquNW?BY&8bgtG;`<olCeAQ{q__r@b~!Gc=7~Qwq8e6ks&2R(;BM
z@es+orU1-}x65p}oa}N(29f(1$swCltuEXgAIyR-rApN*Pc!vJ>y+l5VduQwQgeXv
zd$>s+-iIg|dBxt@Vx^;(FQ+nBs;R1MD!R5YrfVsi>HA4=Qya}wDc7cqh#T2Izw%>X
zeYqArND(2*-8S(%e9!$`#!5Gz*pS2KS)9l>Hv(rnrXSCnu8T`4EwqLE_ME`<VB;9+
zb_4IKHuWhlmtBvv^fVBfohtdRk1niBQQZ{sP!i{Z)03w3vS8Nvs#C-_1gYn22-Ln;
z*E&K*Us`YBR{W>o7;zTF$JpMgS6Y)T^!~6Yzp3<Ae~DN5I{_`^a}0+vxpdLd(1C>h
zUh%d=yAO4m{S_$JaO7N(eE+q+L;h*3(w-7X4Nbprlopbs9RnZZbs*$tJHVsi+;>)z
z+kss$$s%!}kdIUywe7kYjG&c9N@`87fKd1Q+=W97uypJE20=z@h$=jdL^$0I)HSs8
zeSVqI!h5**u*J>6<p-sm>(O>LKduM|%}~P1=#i>ReP(5IJG6e$>`|&=g8NzMkkT_&
zaovVIem=RIjWl6z+m{y)EF|{FGWotPk&}#lQm=oElxIN3lFwmz7JnW{^cPrcj7;<z
zHP2HzDcc&eRT*>9<xT`ER1jWUnf!tf5#uAr%xK~%GVI>{9^4{)CZ|{X5r8{w&X~F5
z9OWTM{jWKjo7MmB8eNz`Xcg=%pLW__N{sMzbqSbD<W>y5W6Z8Bpgp`Ri4`zt8<c6C
zX|r@+BGzB)WaX?}E_5T0i8|k*9&niaoo?n-Z7sA8<_#cA(;Dbtyhc@QK`H`4K<U@z
zIaTZdtBG|=(;G9z2u09d2wq}Zf|WSsnwTZ%U1i#vZYG*+q$6|;Mc-R%WFu=Ezw3t`
z+Z2bNX0B|_9`Ow;`f5XJ*!p>48xA*5vR`!e^?LL;ONj*|?u*c`4l!k!+n~=Ge~2X-
zlEALN414IOXwa6<vpy9v_GP6vc2VVB@N}d1_DzBm$Q`<U?_@~Tn*3<Vq9DL!>`#%b
z)%$dt6z4#!4zPPQv3e#b0C}t3)*}2ChxtdW-O_X^cik&LvSZfzfKZ|`rm(#TL&@~b
zm|;)a8E{$%zpQtSgxW+?)Lwt>weKL`t39S&J)R|B@eO!=Z(`Q%X3?$Ki_P&yTOTEU
z?kRc4FYmSU!`@qi=47v8@eZZXjs)a`v_}n(fdendV7Yk{66C&G&POhj`!q*owbZ^I
z&fIF1$Fkzw6C-7+wDwnQ9tPVJOC5p-eGSld7U->D_oDIFXuiGlhD7{%{wWB&O}aw3
z0|IZiV&07I6&SnW3VovHm+vtJ%}b=~#<>a9NR8jQbN9kiZIQV`8dOY`s<6Yi&@Val
zH-4)Qh-Ok)@r|4QbQ>5w!=jL!jKu?$-_VS@A)C|S*P%Afp_a|4ct7PI7!~|0Avq&|
z0IW|)jtu~Z++Q-t*2ZwD*;`I<%dcK{p6K4cSI<&50FR){^H%ED)_lMEnvCttyMYJB
za|dQiZydiD33tVA-K-Hd$)veG+6lb$iqwnnYaK#Ws)&mp_x=G5+4X+0$~eD>R{WQ&
zzs_18<gL%QUc#*FT}wxuniIs~rMsgTZzGlgTBgDRXU`0w;iVUuM9P&ac7uwSVt2|e
z)*fQu((Kk1p(X<Ji>TJuL))-MkVq|vb=SEH@O)W%KE!!<e<QKQyBM`FaLI2?VYT3)
zuDtf_=pL$8#5_DtfJAVSL8a#B^I{FL!HTxB>#tU~{9&r|kz8+@T9P*yGS=VtR{9W`
zdbDm4wV_ZqMFo#pN4K#G1|0}8di=XVTX-_R&r9msIW-ji&OIjsoa;@U=B1agzOZrN
zokNC*)Z?nv`vWPg;O~A3+f>P`=6({0-%JW@@^Q{&8=vGIq8Q2fEW$VbqbA8TWcNKf
zA+?F`dr{&~whfUr7Q1oQDi^)##y3mIZ<WJsm&%v7-b4a0#b>wYbE2L=A+SxcUsxsP
z-nq3h{x3jM0Ss=3Kzl)~N>=q8t1Icy>=-=nKVUhNh$eS+Zg{PL6WS}qS|0m-RJ?n+
z*l-$kYaK$<TUbA?^!u;87k2z%Q_b<|d}2wUrp#dQ9uikI=l>KJZeA7<oF5-x$e`gH
z5Rtjgwcn0;auGeQBfPskKUkjzQqn^xc0(A9Kn%3gI*_njaxxaQM#Am=UqEsiPH~L_
zJQCJEgL_1~HaE<G__9?|WYf?!^a`G1v^VoeA0gXGS6X*hy+O1t|2;Loa(w5`xf-V=
zuW=mX-T-ON8;WZbTvgQ|_uPvouqvU*z_(<d^v`^f%+zPoeKGN?bp~a+R&%B_(pJt9
zgvT*h-_2YL)k~=^FOZAQw!*5X=~7+X+-rS<sthMbb+NXbUar-<Rtmq8^E1p})b11_
z_SgdkH)e;M+1Pdhe*G9@sUH#kcragGeQ`ssP;)wmWpn6x$I>{PnD@S_sQ6pguwSW3
z?$#{?DQZl8jUj|I6{2-$R*we-iI-lo$$B`MTWmGjY#`pk9XMl=dHD~wh_`+_9!RW~
z=p=AUJgSnbSaS<_$0kdZoTz{2FnhQ5y0Rg%_2Ia>qoxU2iH8g_D$ojhIf?u!+2gSM
z3_Oz%v3laWYYrWi_hr0oU8A%@d|I|Q>&L}LN8@up9@X=#L_(t4gnG_gZVd9*n+5YV
zBOzA5adr$)H6qk4&$wOn=3*LRmnoq{_h3F(*N8BrkP*hUv>Quyr9ZFdaz%{L_N}b>
zmoQHAxvk*2r&Rs)9Fe+<(JS3fIoWGuv&sOf#2JmLAsT&fFJXQPeg1r=Q5|8Ecq59`
zwc@HQ(cetM4>r02`Mk4KMiMxp`c5V0k$py^?<}xnsFH3)k`;(uXUZ7)_3iu;{+-v)
z1$TFDwaTyf$%<2?>qhDvJG!b7CpwJ^P9X>6(@yXE#$TL>*=Zi$(MY>Bh3o!4d_SZ0
z<LQzyYk_5zH!83)moz1tgP`55l7sF!Sj3WvPvGbTj#A&Z#UMS?J?k6m)>yV>=lE0o
zeSGDQIWar6%c{|wvO^A!G)10x>MG*Iyc6a*I7_SR9~%nmRgdob{+Qb&oyQ<(;gyMO
zt|30lKLh!`ujcm)V=%650Xci=?F$EHVy;u913$Me$RLa9*u@Uc+DzIPwq6x$FPO?&
zt0hniGT($bZTQADMzo?VL;j~gg;+3zudSNOxL1BzNyvY-rXS&^YhFXfELL@2epvH!
zEW>G(GIh74Y!qYbo(n#CEJEc`$){`iR^2hhM9XT}jFr#3{O_YKK09=X&JXm5e74m8
zd4a^!L^EN25H5H~gPQs1iMv#<`Ms4l+(8oaLV#7(ZI44|Xs7zqZ0L!V45wxV+Rdl8
zJbnyN;~tp9_ckBwz{}SC-cV*zqwi?uNof7bzBymH6H~@UpuaY1*$K^^sK?}jd}NRZ
z!-9Ekv#bA3n3|A`o>>-WeIV<xgDS+S#Z`77+k^|xijp`B=n}SGFYO_FFdWkM!g^i!
z^2RFBI6I-$Oe3OBl0{)4Y_y3YWA3S2!XD?=s%O%6;3cj^c&E33hjmk1QaDRM0cuh0
z=M2{=Y!1_h=;eMl$LN^o*ofy4I_ePJl($ZzEVUlos~*WVjs*@pX32|fL%{Xxj2+f}
z{+-Xoq|MMNTa)vBGA>En^_Ra7r0yo$iJ?SUFn4q-zcEYc6Tq(e*0n;_GNz_|HZY3?
zUBAvl)iROS*l(pBZdPpEVF#OEVx68CGkN?9FukfIG4)ykbEVz7rRgOF)_iXXzZGBY
zV<}8JR{?>X2VA;qX7GvDG4IDEnK_S<oL8dLNDk}A_aDxWaGNHHexy;k@ls=_AS8tX
z%yOXFMBa#==bX*e9LM>DW)Z7%8?ddIZ|beLj1S0<CqFRG5xvniv2E4Bb3bd!5>yH=
zWG2BE&viG`Wo8>O9bkWINe6Y0WOR?TuY7;vF?oOS*;N(=W?Lt?432C&=a(svd9g+F
z4;BT@J6)l~ym2prw@~+meXRV2{4|<%-cw`<%HgyJSulPj83&Xr&1Y0#?P_l2F*iNe
z=cSZ=?zu@RjZ5+6z!Roj(d4Zn?A0&cRFSAR;cH^pmY8Ed@c5S3c!6}yqimBzzfRCq
z!ayf_uur28D-if0BoJ0uue-m0Zhh$%7Iiz#YO;S&?2$bK_C0mmhiKoh(ggT#|Ep7t
z#UpbcX7Z)@T!&{%o^~qe^VZcb&eM3#W2vXFiA`iQ@)4;waoBWeKZO(IFN-S2Y;+(@
zRH&-q`GFMIo^59vD?;@|F`pz8nj`ULv%fX_fK;)M(f*>0EsWW_n)v?rCz%DyE`vRG
zzYeST{$Cy*ZlCG(>y*m_Tt3JkN38DEkabtcG`pjBewX)`*!aV!Z%57f<ZVoe<GwFa
zJ+)V;rOUYdLqy@I5XnL%edBWo(l+UwfMgB@B*B{OZH}qJYj$g|y>1LKcc)jj*m=vE
z1bb^A6fA7!2jZh<+gWkzdWJX&$J}|YfyNk)=8Cp?!Ga<mc46&a<AaQ6EZ=`GcuIuP
z)~xZ24)Wmr+viQQ7Zon0+CP!Mf~&jh7AE{b`kp94r(p^O?C)Cyus^pho-vAyI6;Qi
z7f9Reg(yR3P25X12K;ZFtWAlDIC_96ZRkV|ts!~ar@^f|`W1$^L+scNK5WlzOx2B%
zDZg+HQ+f=baR10-jz**UOgoHgkcN4)so1Ww{?I-B+wkl)-~CK{*N>r4dB>>$(Gy?W
z3|lRe4(i9Dk{Pqr`zQp8i!oIzD*cV6wA@NcaT9kK8{2J_anjXc9X{;Gtd)TMx^E}Z
z4=4&KtX7h9x%T5Pp(B3BHw7}1U#d19*!KOoPLcYL8hQJB2PhjfHA$uhjSc9sg^H!I
zX;X<vP9FJras9QAdO3>+G-=MX0&xcV7Xnu|obEA_GN$G+I`s0#<@5xvlm!@DRfx3d
ze?O8?F_qQM;UJ&c7v6pl`3xGvsrf(-Gw{=IIO=kNNNlG?y>}cLh0Ud0d!KfmS!#=Q
z9v$Z~Hc%SAYhK~=B*QFmI*KAyR8+;pF^uN3Ql28#tCPnIB#dR#06o)fC{m@mkk95b
zs>YZ?opUAY4+}<`%}PNfnehArMZ#|dNb4EKK20$dhcI=wIo@G6)9~{-&Q7d5gmPCH
z9w^#9`uR`6V?TD8Ck0&(lPRzWfPj+cHU=fs$G2ilHdb`_YVLjLVMwjjy3F;<L7&#S
zNci*i7^qRIYLBvDv}T{|)f|K-4)CbaXjV%%m3wLJd&RECCvlS&z~OzP<1&lInOQ?Z
z{EVr!Dh7|cdm>_&%MvA?nr^Pw8K^qOJz?C{BHsgHTT<*|jbr$k3BEwk^g5y03nq`D
z3swtS4^F%L3+>n`cCq})T1q}z1x7HSEZcJ~f3(S=+dd)j=cT249?y+5jPA?|MI8p8
z)dwTRjZS0n>P=nd@9@<^X;#g}PUr#uHxSwz)9%xy^;M=yHLBB}PIz8?897!M=*350
z6)r40^gW^m`(-Gx!a8ci60f<>(sHZ7U23@e1CLqUCiTXrK_26snCwdK;5}B8iwB&i
zvyKe_1R&5PiA#JXeO3cCCF=g`!MF^Pu-YX&ttZQ{e6u~XpMSkCHj~k<b4kgq(-D>T
z5@sxQpNda0F4%=M*V`Z|0g+mde>P&VqMk{M;TNIQA@^lSU$ugN<W39An)B*48mCIF
z{gAfoTRT=qza{8tqDoT)=+!%uzJ0I?A#t>X4Lsb1^J$0MvxO>v!R1fJKNeqY4i)?;
zqzS0Z-dz0f4T>$1exG}fx^!wxprIJki&F1?n%MF5=e%r!Kg{?<Yigy!^oPWGxXWi#
z_`URSmyvw7OCOHdIt>O&Yb(4epiX!bfrT-cBEHT!qqjqI8cGd^$aCjt2kQNN>L28T
zVsVtA>^NQY-f;N9byT2LPnXF`M`UH&g089ko`z=M_XxY`ra+T$!87eq0{7SQ&IDS!
z#ZWUnf=L_{qeoAZGKJqqbd*Lv^#QPairV$9!G4BkL2o^bCn{-t2ep6KbPPWPx<G%8
z03?ZZomzu_Nc?X+E5NvY3Y;WWdrYbZpX3DEiF8mlfdM4NC&O*4<5b%VGjp8^n+=D~
zs_O)9zMg(wg-9)gib7=Rdp3_=hy4I1U?^7D`KvpJAtr))UHD`Gz8h~zv%|0*Cg2!m
zA^0>Ql#R_Z<Ys%pyJa;qbAl4Y;M`}jsC&!Y5wULjZ<FdJS+rv817VsbrnjY$1bFoA
zCD0#j#iJ|N{}cr!Q$bPiWX}*$Jq5OYd=FK&(DhBb$I1dgBqJTFO2v1xW6g!-(aH>|
zqBooqg&N~3KV2(q4U<8X$O8j~?~t#Flg318BM>K!+QFSO-o=Uq2@Ht^$ofP9X$3Ob
ztC@LFK%cFC#UG-bX-b_5bbx^G2rH?cCP-k;Fb!H6EVj@|R`bpe<|Slr!<cWLAtX02
z)eb7Dtrhk8+A59g*ji20Ed*5!Hj11VksM%-01R5KW`l$?r8_n;uLQh-Eaf!L<R@dQ
z@ZIcAs-HV!*-C{uxNeiewCr{TF)sh#yx&d)M1{B+lhEwueu9gWNVU2X@X0arGIFfV
zZ+^bNwg!@v0ilC7q|$!q2wZgGRHEbkI2H_kj=OjYyFG*0k&;fk*_WaZ@iAxU)>ly2
zSRWWUP5_Vis0irL=eScfNR>Kjn${Yn391u)SHes<>gnF!kjlxoWdr55!ky8IT<;p4
zORo=gc}@}x6XU=%u$MC!@qAz*jt8Uq8SaMjcd15VvY~XO6He{1e<hrHZNR18^n(i6
z83=<P<#@F$3T|QDpyI<ot6iifW<qC10*qel$#+RnPzO~*S!g$d6a{?(V-Ko!54y*m
zcGIP59q9CE1!=UWVHoQ8wJT(hQo`zF+vQ~G-j(p~j<6h&f6nkW6A2|Udb#7fCs!iG
z6Sc-@2FmxDHpFi$mCl*R=Tc(d2Rt+JI?yDyHW@qLd+V*MC=Km{JFCB+jDHFcFJ!6M
z?dxBuOeaf50PB}Z<kXE(QEhHpdG6aaM?~=gUU-O56yOw&zqp+Bx(hpY>W)E*+(igu
z0&BXv)DZ(xDcyv(V(;$6Z?-yZPGL)`I+HX50SXBwWPM{2&z^yB;xLr>&~0$<G*2Ou
z{$OM9VX;m>5SoyNwk4pg3DeF--U(YeY9%^WV?iJ847OWLuD9mTs`n=n%jgW~CN811
zSC{XCf)%s1lLr8YJJ-&s3y;CZK>aMgq5;f!G-rWi83wgId;R(JgSxM32WgzXnqXsw
zlhtRaebd)gdd;S@1t7r<$yG+Eg1ObraB27&qtgw<-GH2fP}0xk3vCMrlLDxBEDIgw
zvm*JODq=U43s%h*EA&~J5<wXh&DdHoi6_vv__^x0f<tc?r_b(wxZyh`F~4<^%scUs
z_qup5O`Pa6_aMGLpC<c7+NF2;X;T?HmlgZGd(n)LLY9vBI+7_~&uypsYuL~@&q)xH
z?d`TdbKI20!NIgbe@PvSg6=bb3>K_Zgt@M99@Y7y#pXsir$a5y3ChtPR+Z1vi>+t8
z9jj7*94~mA%}k-Z!*C`fYPm*Gf8@0=fDD@&p~HQtq=>r&&+^)^q!}W=X30Q>QK6n9
z<MOzH_xd^F%q#j~d`Z2<A~GJi;F}mju(M*Z4tP7uNynn#cptRlw9MoM#>P_kmRJ<}
zj8`gEC>9hvTrlclV`(m#Wi_8;mo#k3k~JhAsNIwrfAYePtB3xQa7W+z%6_px07eDF
zK;rFL%+i&0GEky~ss2Nhm%)`}eO4KRcI1LQ+098WngO%i#TJi@C83dlnv_L7oU_Sn
z9V&FzWec0kfG|&e9b1Uwj>r*t(*MNP&ub<0-2C3|qIdU@dr4?p$));;(l<U=sVnrg
zR^vg#x7cED>P}LU9hP%?s{ZFz-H6_6yLl8R|7F9@Th87E%`5&ZpGZ5rAQ+n6Y#<;A
z4b1$KLYN(4hhzh&Oo0`W)fY$0i%NPlQSr1q8{2;FLT`A3p}_40G6vKBWh8?laD(hH
zCz9>GKPM6z)0Uk;H(mTia~ez&x8XEj2ZLVepY5f=ViPc<Pz<)0AgCSV*<Wy}aDek9
zfu%9GBW&z>Ju{1fHK_31&|<jUXEF4hI{mA)paR@}F{Ku$FGHHJ4*V;A*$6lVIp7go
z8X{1m4D5X_R7EbGbGo2F2b7GRd_R!#o`|u}@*@$PNU?16lGxReXqD)j42w|`@iU^2
z1HVPMUUu=PIk>}(i{CeDbQ<`n^Dct(strSDAfNq$_*~UQJ)&%_c8PWGooSIe;ZjGP
zKBJdo*xTP;x#fB2UHZ<gU*z|P``fZ>5<EJQxx;Ux{S7TPLyO@Kpvr&{{msdc{5ERI
zLs>NOP2$`Y${)?Q<O2lI>K(5APY)<8W;<7&yR|IvtVe(9k%(CjoVQ?~sMQl^f6U=)
zlN_V$dZXqImc^Rx?xsBX5|d1m4052=bl=rx-tLD_bd&=!s?p#>1(xZoaxG&g(r*0n
z)mv*qnsfT1-<3VZCcN(=e13U~F+ru-!LK=BNUa1hb?taELyZe$QXf~SQu9P_*hzfQ
z<}P~?N-gK7cv-$u=_E3Qp?Gf}r<w=P*#^H6!*bhXPw)BJL#cjN(bC3HQ#D)K;7q`p
zTQI-=&HMWreCi!Z;<9zObLzDvl5WcG^E=koRyie-3|0%@UJ|#XEw}duTOS+Zaj+Ey
zo^V}H>y4<x0kT6mOK5{}SK_k>Kcq@fH*L4!-U!c)cifs`PI$h(2O&8YIw`G|zyK{a
z!R!e|2Izsine0j<t5A9VFbkB<X2kXS{UqVA8C`3PRf29hJ-*88JJZ_kfIMh^nO7^A
zyb3&bz?Y$*s?>~#-3nb@_j$)5Un$ETzR_eQ3SVgJhL5qMl`aTWUq{TjY%RYp)rcR^
zYNpH$+{Rdo2h-(>m~ZzExnT?yLw;6~o(zO7MRbf*e5jU>!z)#N;*rGZbt^sIiMG)<
zww8DZ|C%Sx4SBNS*ThHQdk-Hyf%iWGh|g?6H|KOknjWLroYw>e_OP2=HKn3Db_1X^
zvG@(R0Ar0N)J(P;au0GkpvQS1++F@SWkdSD?bq->u=2wGb@{UziSWg8P#YrNdvr9^
z_o@X7ubL92r@~|VHNe}$Zh_f>wSavMFt-ERiODH(iCl}!R^oxHI?dAy(zKSarR__p
zWemu%DRE@XflrhXJd-SuDgope=tg|Y9f9wrXfEGI{fc6eY@uo?=Dx`fir5T;e;&7G
zx&$+HURzcPp7`*~&8gGyL`a5t%nimajl`-c+kvX0n0nkR*X}e+-<8Ml0@=<Z+!b|-
zlpEN(7)0A(!l#-##`ux@1{1y+M!%8}Ngex9<r1gFc?O(+57w&%lp(YhciV^h5_sx8
z6OG`yS3K;d`Gmq&94lUs%`Uv8U6^th{dIqN!FzLM;*7{<NOv$_#@>~c*|vSf!jZa5
zOG{c}y~04(yB_Z)2;IQxN(d{P3yK{(ua96R(?~<)9;U5wBAmkg1|s+BQ#pHv)I4SF
zKv<T7o!IV1<<i16=g74zxsec}?%hpm!#Qq*lao0G|MX$zDLV~0sdi6Ulcg)&>4kfJ
zg}aQVB~nK?rVg6b7zMx%jHs$3YSdAH={$xTQA1HY_}^Naty;#g(woT2lFfEOu)k=e
zy&;2?3^-hW^XU7b?5xM9&t-@@&XMh*rXSorzIOb3t@~i{r)zF)BW+>{SK=pYClYwD
z8CaXX8FAl=Xl0rXPaDFjEUed1LaU^0j@DviM2EMfiZn6*(X{Xp$t71<59Z%{c;AC&
z6R!^lA{W0Wv4gpJ4T#RA$kT+43Jaygiv5{jWG>Yuso8S&$Ims|rXmY&yyPr5B3JS(
z$mO3^3phjw!D92aT?fvcItmCCP$ypG#>fn^Ww#2|k9pYh-BhtgKY^ojp<F@r?BeGJ
zA5eO^kE=-ks1fXO35v<rSV70cwRVU{XYbZdwM!aUN@AXKf@XaWVqYLZ)7zjC(F|rK
zEsFOJe!StyBgnu@<Ng6-aQ+%mOntN~U12OjO#Oxqe%#2jR6y0$Dnl603r*3@6s4Pr
z?T{Zkw+H`@m>#_mOmoPD)Ar6DL8Qa?0f@8>)?W$PEkdb?sY0|EU}Inwk0L`j+R_+i
zN0<5!o(p=x=H>k+`slS>JKq%QKMie2K7Z!1Ar5~f6G(UKF%N%us{3Gj=sMU<k?cR5
zm;|GK?Ai}_9|<a~YqwLn+8$^FMQC*2fkXZNe_+q~5Ba*eF*j3WS;8TacP#(2>a4d8
z2bfu%z!0-)Jv(dro1Q|eL)urK0$!Z}v0Npr8`toNSfd&UvCs?*Rc{P2B(IT8<%fI$
zPU$5qVO2Wlg4`)!5ZRuZ*P*_g?FPv)e<Xu0#1cX7{6aVwe)YtJysq7Qns=s}<Krgu
z7Pl2pVI)1deVQF0NNp8C0M9j|5I3~Uo6|S?Xd6br3mBV5=u)pr67`-ue8c_Fp!j7{
z2nP#S_8sfTOIUd9VRCR@2y8_to@Sl+cA_=eG{&(X{6q=2DVUPwO+M5_Fi7YMcy&iz
zS+}iUpnSr%zV7#rH<BkXfL)Z(mgniYfZVTU^7V+{g$Su5?R!RXjgRuLPHnWCu&*pK
zhhOqrC|tr9`b>b^o{hE+fQe8NuoRcB1%{qM?R>(vt~zz25Sp-56P}b`_Xf)WY_hQ+
z6$8V{%)N1Swq%OieRr+#r;l7Vfi$v3>9B<xL=V=&+<s;=q-(LXUh=C~*n*!1M{kMs
z8dpP{dJaaQK~L&LW3rS2m4Q}I-|klGhN8p7h&LbTCjzqy5z&SgftlCD84e+?Sj}<H
zmA&-ud^Y6DV?~^GUX@*rtJbmq239El41Fh~w7`?^kX%mJ%E-*c_EwiF=l2k)qQ0k7
zCMpR+0`DPGL!AWcUFZ@GsA#H8pZiCjB)!3$+n;%K1z9o{%&3MjJ7N1p8?m)qJt5PC
zl6q75L)S1Nh|GNQ;5KNY@n#V7qn7$=Z5eFoVl~=O-fAP7bFOZQ{Qhi2YGCLcv9xU(
z+Zf@~mzrZjaU_oQv5JJ6{7&vZ>qpR{@hwhiq}(|c%&uOQw&kxI;hO=k%4ivPE_2S=
z&3mqc34cNS4^VBRaB1+1{f8ZGra<-3C6HaaOWnJWQG(I%9#|^rA>tH{-%|_C@d)|S
zpBt?{_vA&S&!jw?B#un=AsCg}XoHpyPh*2)AkC=Wd5C5{A_ZS#?769*WUQkV-=+C%
zI)q-x*7(*A8GWy2!}B8#<ij9*y~H-Rg-ua5pyL8=|J9xtps0Z&RSWyi*#tGSF6N9%
z&J5Fc-9%c#*q5xDQJ%EcVws0qJoCC;1Q{Il;4j!gc){mW2E`g{-}^jAJMho83-adG
zV5gp*<zaKrElA*Hk%fdxL=aR`eO8?#v*<w>nE%eyn*3~O3>}+I4M(Oej3ra3Zj4Y7
zYOC^#1g`<Z!3~ir&$@>kPl8G6WD^*t093}?7C4S(z1DbV{@GQ<YIRmBc<`NpH`T5U
zFAt9fE$_y^$5cNcCe5TwcWFR!l)d9n!XeqUaJq{gV{>ws5?xLrJNC~f1FKr^cJ#G@
z6h6%SFYiRG-Dey`+$hsu^0+<IFuny=Gax5%fq=rw46I=*P(cp`cnzGv?4IMhZiei&
z01iK-r@poKU*TLxhW7Q;isD3pu5b6*b>fcAsW@QORlHfNk)Ja2WvaNN_P~o<^EDg-
z@oqHdQz2gp)`w%Ao%MB<CZ)7hK6Wu=@}FkkYd~g7W{7CvNOj^cVuhXz9SG&gR^}55
zo5isq#?V5Y6rD%|<f8+0=Z;_WUIcbuJyT;qPVYY+?57{2#3HS|Sd>C3sl=vaL%da_
z97{lOuqH1nrKN?CiIT#g^91kYa6EF?h&tYMOa2}e1^RnF>uEh#T~B2kJ864->FvHK
z4LF@k;B5A`zHN{joGbfR`r%q96mt#*LDy0JkeCwer;&}B$+9J9V|bKs)Y&c=h7kTJ
zH=oVw(UD*0R8e3xb4O3983nl@zJjePAzqxW;-$YXD7onG5%l$>k+0dcvM~(eU}f@p
z^{F@GycvROIT(hQN?C{dk_o@kIeKnFjvxrBd-*+Nqq(`qHcCJYvR2>$pyhdgFhBaP
z!C$4yFK96=mBa1XHzEPVsVG#fSxYk3IMkDF(ZO@G4c(b(;RMm;1lIinukE3}H6Ht4
z0+{_v806Vc5U5|OpvY*v$PZ|`hFS@@H1_-+U~(FVBMsjpuz)%i;wDkMV<UV?8`x)f
zxnm(@GP=fj$MN)81Ar#SIz|eNq$@>pJS<i4b2f&~1?=6*oZ;%JRvKAbjIo(WfKDb#
z^_Kti^*v}o;*a+sAg2EJWJ1u%0v7=x+OZA6C?%;D7fhLocBVJ)LT(Kp0q-Ak8S-8N
z7O(%;`^98&yr<8PSrPN0`1~15)iWJ(_!izD-Wdhf`hl~toly8=?*s&(3Vtka;%m^I
zlxQnrL9i|TT1h7p{-Ldmd>qi69ka0jF%bV;;;)V-KlxX%;4>^3GLutHV_$@pv-jNI
z1w2n4-|6#xe=0H)+SENh=S7fSK%oe%aB=oROgADi$b6Pwqtx~f7dYCZP6;zIrR~0u
z2DBhB!NUuDV#gnSBnBsYNPKIi6ny^y@0tY^ubV=;&H?(MOVW(>ud{;r!^V_YnvKAk
zHG#$;*u4klRT=m5*u0W?|0P{Z26;V`!crK#?->cSk^P`s%ePvJ=MP#U@PGA}0K6s?
z1PS2j%N8>q({noZL*%rh{*?jwUl|^K5JLwk-Vr(tp6Xwv6aA}n5S}F<5UK>r=RlvB
zHv9gbWAd-l1)U-AGc9kD5-iA+;_%q4b!qT5bg8)mm<8|^_|Sy6z*q?gR#Lw;LPYua
zW|$m*o(b`PQ)F^+^ETmiWw3K5%MtRgAd4uDy%#MoE&_t-FPWs^S*Bd?a{pCwfXDtQ
zIb<^gVS?2AUG(qxwJTK+ED%NDg5CJ9(|N3ZJ_QlAzwCCX0%{V-D250S-o8wfX24#j
zf<LzXP~i2v4qv+X@bBF-qxO(cg$4=(g?MdHoco4{;*d22o6?*l-^mEoF5XoKe{vMZ
zWO6)nc>fBXZ}to&xUr>b-R|pi`Fi1B{)gfTy1t&`%kmPUvEfH=j%L4DWR0I2%~Hx=
zCVs6tocCP$(ZCc3bT)3~)gc#yu4kRX)}10;hZO0blm=*I2hNkRm;*M#kJS<q0s(U&
zV|^#YjuE#*8A-0u3pw>79ChH(|4MFa0lX`hb27^8zuBk@7AC<9w?~rJAlXW;WiLkJ
z(fU-G|9~$Z_NtAW?KWQgYcxln&QWVn+6~?XeP+lx2<UyABEjYhLsDVBg*Q<c)AV<c
zbNugnpiS1U^qdO&?xTAeJRv(8I^VRz@%Klkf`!5NrpK=M3IH_`a0)tN!lm)|z&ct&
zc*k}B+6}EE)Hh;Y0t<WKN7rXK54C{Vz}*pi-UYKrgS+Y7zY0^U4)!mf)f!ffLR2#q
z_WXY-FxHNOR^9@yqe0x7-vV!X7Bq?02mj2Uo${voYiP^&7y!Ze&!^np%S2`x>{lHT
zO!j{goUG#2I|Rw;An}M`;s2Xp;o{v}kT>WQOQD9;G1YJLA)ut>%G*t_m-;7mG||Dq
ze`Ql@YacE*#jW)_^87j9r~i|~y|Ft>{DIe%wVxUtDfX$QcJKzv`!q|re^v6WARatf
z&AQr^7ZQeB^wHVQ{NHEm@TwSuI83;3q)Yt2#%};Ea(%g6_xi88x~GwW$HFsF3e%%Y
zu`-e4h&7W#<D?+16$FSqjKQq7@Lz)(&j#tTWJ2|(tMj97!}>d_Jm78u+5e5;ygIbH
z+mos5?D@SD;AfH-;g9Xel;iLpsSjD5{Hw3>kbzFu{*!?^h2z;GHx-BDeGB5@i&QIZ
zCb^*DNCHGHT;~29GJn-3oIiNpvj*M5qqC>{ry}ZmBhm_-)?^Ns0P(kNDpXXJisa6W
zZL?KjLqu+6Kjd3WHX#M~zYu{dOwS(xzN7m}Vh@=K^IFFpYLyZ3e`;0VdqF%$jAA`!
zX9?(nI7a<;Nin*bu&)RQSxlQtZn)P6)k0_>09Q4u198Q->h2*|F4lR~3mWRUwhWIW
zW1Z9Q*MC|WHe8Z_AHvl7>n3HM&H4{-bFd9Bzg1UA{Nk@b8r)@QKTi(jW5?fgL^dg|
zztqYU2tSu!H09lG7MQ3b0}oosjH!_uA!E?g*{Ng%;~!uIAFx+Pxa>AK3w(TY9nwz8
z$+lU~QjV)R(vhGs$I({{zUP1SZITD&v2)j_afC$<i`{>nw3kLEYeK;*Tcvz&Z2y$q
zJ`>y^q08TCY4>KygMpas8a##7_a`%p<{tR3tB3Bbx9LR{<UMZZ9qG0|7t>NZYB5q}
zpw&gepS`byAgq{UkBVT0`M+PN%;9z;JjHRGU81sDTt_##C~Z+1^ws<Ms-;ymLzKgB
z&yJ*kCi9FUI~01JRX@ceTZRs7$dnOwgUv^JQ-s|{4_!+t<UMoMPsgWPqab3L%d_QN
zqabdn)PCq6k5afQZIOmAc?_Hng$-OW*!&VvT3O+?6z*+`^S$zI<^ub^d%V&Js@`qO
zeEa91h2k~N!q-+7)9aZ`EtJO8im{27WxgRUUaO}(su%L|>^G+)Zmx`v7^i<(yMj=-
zq)i{GDMbEgF-mC3Eh0<!Yg7V4;mLig#yqMj^oCnu7`$e!UU{vvZqqLQ;8e+UW2kwk
za^x3;f`WF9rR%Iux8tPLQ-cW0#(;5#>7mRoe2B`#u+QPe=#!mvUuXG#1#=g}Ln1v8
z#KfjF606t$LKt4KVv(RXD3$no{qAztwEnCKiz>g5=)O0m$O7wx+o@sFUp0|fDN1}a
zvi&IvAyz4WD>vo*ArpmHXWxHKk#|Jzzc2w>0HAJ_7l=gRN|)ZcROHTRW}J-442iPc
zAFcDXC)8(TDEfbNeRWurTlY35iV{ae5lK-%Qb7cUk}&8TI;5o$7&;6}N$DPG7`mlZ
zlo%wWYd|Ch7?_b5I=(&NIiC0Yu5bR6>ltUqde&Zht^2;0fiKSCm6+(M82fWhQ_AjD
z3&g#%eEZ(t+HXY_{?e(PC9Q+fiE%zgmT9*xzvzA0xjOQS%Cg^M#M?NDljiA!eU6nM
z{=R&qd8w1y+PFn~+1=iPZQ@n+oSHH|CV35}EI5w<?c=i1R1u<h1&CK{f%+ZWjtKJ5
z@LTzQn0^Oa$dW^X@VFWAPXC?{zFSG&Vm_C1H`ioo#jaQQVZ<<5o;PE0*jRo}zv}jl
zg|UL*dv;>7*>rt<yzdPx0*8vDXQOi3KhiVE^|?ZSEuXS9jKo|vn`1&wNA2kB4(Fn7
zZtvx$Qmd8vButHx83f;7d@%F&`=E98oOQ=TLqq=J3uqk@dV1#~(#?(D{cYE!%!cG7
z-=H#8MeM{4j+XG~%?a#nl!iKsADdFY*5S%U$x1)A47RvUXu>~kvW&1>bk`k=$sh)d
z=y8;+M^W(pB<SM4Vwv|jjF|YKGZ6>+q;qqi4k=*{$@gl0u@0I5&oa-{c%Bd-^e4D*
zb%Gs3Ifwq)vBAqh7ki<qozwb?XKp*S@<>|}d(#Nu%r9m@hXPks`)*1+kW%hEe>zL|
zjZt-fTGhH-p!>QQF%K1|PTnbr?AGPg06baPURz=+Z^)H9{nyCdgw!`{!#0Gh#<RXq
zZ6IgHXYbBm{;`+;H1W3d!s$JlrYJ#F-e>?D+){;;!TodT>)O$w^1ISC#uWqpt0URo
zv->ZnDPx@wLj|Z(v{g)qkM6RkfO}50yBIVBcH`GpwDI(cI|e_uvF)*<zc!71>l%y_
zHT0-nX0or^>(Lq1<*8U?Ufxl9w_>fo@FlsV+x<}rTRvG^8T|$Zlc3Q&LrM3v3O<zB
zdbtAO+eH^zn4iSITyuainY?CtTY7sS-Dr@%|ATvJ$QyXjx?%IdkULNf)Ys)%z&wIZ
zyY4(0OUpM~`!L~Q(AN!7qHw~|E=;hykX|b)Uo7)=&7C#m6T=o6@tQRm2uO1M*H59s
zNZqCFJltP+)sEnsUP?$s1C(VR9Pxg}b``lQE2@$gf#>ou;+p&sIb_<#B$_~ox*wnt
z1jcB=nIEo5xy_q&>In!Bh+xc`xX#2^5eqi0{a<-qn>|>`RkF$MY;zUg0;qdQ(MK&M
zNt8DhS#WrKK-XEh;NiWAk7KRgJK9D!)hN2S;ZsS4%b19suG_sVDc<3C8E_g2AYayf
zAj~fno4478U&&#gc2cgCo2#g9*679?a+zru^a;7XHvJ*##8_S{J2S0eB`(#&Ww(2I
zVYnbzq|Yju^H)0#s#qmVQ5A1jZF{FTg*)YA*6pYBe&ovzaWpRO@I%Ze9?q-6n|&uw
zqx#pb+|ydJX-*J-BFGCBLZ|KQ=&@!@RGvcEdbAXEp7^RU^tIKa`0mA9bRys4+`R1+
zMrtazroZ<xRoNdDYq~BB$-c@cGgBr9?C&J<$mhf<Jx>j<)o<kHMEx`ps&Wc*_AU<=
zLAfLrh^ZS)KZnjf)_aLwHCugt0fzPX+Le;lnK23bOWfjwf!a=DaZRXHnR`EVv->Ze
zz7jmhQ+nItBkjsv+D;6ujP@<Nqf*#hL*@-k==|6)#dmz>0C?>0yLf$?{B7kR$CQhM
z&2GMjh{v;VI$_x{GM7s0?@#Q+S`7}!o5$N*!C9AajY`!(C$%iB7|R@<3iGi61T3(T
zm8vRCy+3s4eq>h1avw*{{v2R$Jx)b5x61c~pUw%`bSY+bMX@<iq&veD^@IwVs3I--
z9AohNk!HK5#RK0tb(v(9+**xsYN6gkC)z56$7XLx*KDhC%;#nA#!Y049cb?Gguyjk
zx!@u<wo86MmIgk!D~V=0(=ZiP%ypKn>X-TGE*+{B`U<!Hz_w`ib-iT&H6nM`?mMOY
zDxim_ZlZUK-esuXZZ%ho$;<X0k`SU=Px4~i@E%|q5wnYQH|TUz_(~TO8fAe@4-I@p
zT599vT{CYz;pHtf6zEGmywIQUp?;qR+E=cY4L^lc84)mk@0_A(=WRhk3P~oiTeD0J
zE0Xc5{J3x_FHqi<^dY=}1JSqeosM2zs-KljA0d^<&^AUn;Qx+}HBLTETp(pE7q2Pq
zir_#9b1uYU*ZY&L8Bd?EHC6cU;g)@wO<J2N_(1zIyjz_=V9Ujyt&it;-CbHkL9kKn
z;hlSxaD0(ya!(}T0~nxYh(L=czigKCDL<}q2(xJfQ)H2uCCC=qFK^KXvdLNK(#={e
zc?L;F>xyd_H7%yqE3AFl_FMlM88BV}lhaF?Ct;GVQImxrre-{4H^1sS3n;+De4i7q
zdrg~Wr$(wr{(4VW<;36=IrMsJ`+30AFxSq0CS|p&ozrSNI&|AVC2EN11X8Bzr==X~
z1jl?3YBq+`QXg2;Ui)Ulv`_l8MfuIIZ_BuNr}Byw%5=GhEC$4LA5zSoz<79Of4!-F
zX(kzLg_-D%?502QGIz?37GIv<(B_6vuRbxGA^ivLs+f2L34AR&)l~d&z-i{{TX|Ox
zP-V+t`>(T7BLR4vH~#wtT~RnZ?d?8vY}=le0&eGp9^RyK=?DgSw+JHbF40^!6Dy3B
z*RGz}u&#+Xa#=1F?yUru#TUK^E_EQPjtSm0Z;*1g==JYS+vsd4vLRhq#!AmQzwxYH
zF4?N^F&UKA7NIpG8*}4eVx%geG^?c&lwP<RE6*&w;McD%L^o^jjB2-WHgK>Bg}Pu!
zZAW`rr0CIuGUK#$D3g%p)BF|@I{>a@ap=;Imx{i-G8MUuZZa2WTrc`ggXYm>LUyW!
zO5G8jYGJMA4r^#cG-;yvcNO)LK$-LKOCvo!uBMl)=a%5jI@#D(Llf+d*Pvj-a$~RO
zj_kC^K_zOmn8uMNU4(u25k4v|gziyP^4jXdLF@T}Mh;WM&>oYlCG8q*a(y@(fZzCS
zeH)T9HgnkDZM0LX&mNSIxKgWTCi37~2E+_uowex*H?=)0pQehocvn|HCF?1)DT0M%
zZq{DZk?^t0!1}N7{kc|Om?kxoJs}m%pA7hg2Cmta<JEQc{gfz#RP@WCx;m{?$ePHJ
zIgi}&3=q1vP?+zV{l}c4X)><ARAAZP)U`*_{9t)q(Ia!G&8^NRFEM`O<9a*GOjmSo
z=&7}q)g%#|DR<7MT)X;w0Dgdzbw0r*s7&q6&3d!sM?t+4t&OV(A6GnfHzKMTHWw_;
zOfGpdaM4ZhllrH&2^m-%rr-?es)tf3rc+p7+EdE~TLr1UA-A+yl)Sb?154!tSfK?-
zMW9g8wRD^DdR-9_Of+R#XtAN|UtZS8s~eloADf{fR94$H-XY9P3f}8YYvrY-To=G`
zG-%d_<6dws@4dXo@L`nVl055PoZ?6;hKxct>vc1Kc!Nj0(=?{%-971q;YuegljwJ2
z_!>>|5JJCpdY*Vy?-0)~ncd1d((EW;B_I=ftDu`U-I=(}I(DC?dw!?;o^;-+bX?ek
zwzrLkPVZXsi9-rAp6zE=uyd~8TbMm+MeV=tn60$V;kVn$$<SL%aCr6_<X47)#wHYo
za=j~(s<nZm21+_i|L4s?61)y(qG?oTt|Fkp^xg9(r;m0ChDevp{8atzlZ<^#j<_>O
zVh~ZV)VSGKDYS-PdKJ!oPWw6*mIt$l6ZI<;`Y}WK6!D4dhS{Zb`76}&Zc8&NLaHuW
zVYf`@li!Cisn1+xmlu}KlTsWMTUefl4ewguq!7Q1L#IXEpSX0hzx!I$^7iqgd`8t(
zr%Pak>gAFnZ+wYiOmQ#I{27n;5{5Q<rPuFn5M8S+^B8?sHocm)LQ`3H57DEUEGF*5
zBzx${P~K1oI4ZNISqFidS+w!%&+AXk{=l;uiw7ZuHLKwBBwgExihwc~cm}g!!Ml}0
z;nu;CJ{ld!)LqRyC(ARvkj|LU!20lfCmlZNk#*bMEk^(bOCEailVUCaU2PS|x!vPa
zcn_;;OkY&L_<|FYg;tqT*F-;33*z0zRL|jY*ct1g5E>(eU>xQ?-g<GqQFWhZHn(8G
zOq|$0Bz(Uo7m>TYM_jPV{AO8bAG{{;?jL<o43q8MEV4;+`k5+q=XrgbQs?iGY1@ed
zNzV&X|L1^+mI-n+QmfgfZ8E9{$2*9v7RPOeK%!?Nkze8X!kw*GFMuIc8FbkPn}bB`
zJ7rEMxjbD;&=8%)bC;V+l@Ud$0BqhPMdcjx+*W~#7|WnCQ!TtpBtR$!T&3g~xhvGc
zBFqY+Jwtg0I&!xWI;sXV8!RYa2eM`!=;VEqr&8SI1<%U%J-u*%h|G4f6KBAhD6V=u
z!S4ym3bfhK5qa%2l=Ak`F^<(~iP;T|cr4YBQD&MJmx9(y8KwKn=3Kj8liT1F_fO`%
zXjWMDJ?G(7j(TmUc^h%6vZai$!P?H^m7B#<fs>f;odf!1U!7Trbk~w`*R5Q?sxv8@
zyx>(Nr=(BP?3`@;qBxfz86A#4_(m;QVf|X(DkC*+(K>Aozu>ggIP@^FI8Xa^0bUC&
zL08_GO1a6T<qm&M!-O1$sqtO5ydZ``Zz0Iq7EgE=qBBQ+DewpCPKs#ORxcVi+@GuA
z%LH2>`+v8<4#0wq7aaDr2lwXw*#*7)Il}o2G2cF=2i_CLZpW1gn{c1kl#=0<*Sd6<
zlRWjUa(~%C1Xr2ecN$WA3-ZWRS{gM1qm~%uGhE6|@oA1yAKLP^dpA3uG9imM?B5L}
zB^w!aHnRy!x$ctUMR%N7XBQYI5Xm;=XkF&|nXBmqJ9>{?sF~s1!wk5S&u|%ZC(G)j
z!=e%vUlK7Phc4CPp{}dJf%vN8H{|}9{$cJ#txJJDP&1giJXP<S9~;WbFOze@??Z2b
zfZU}nr8i_($s%7~7}yLpeWJ_SuffQKL`ao+k3X;+949Ml7~SL>Db^A5sF5_cYODq#
zI{aBDK1Y|%R&^yZnbcnGz<69o7+`rN0~EAwV5+_Un)I2Tdu_U;(V$0B^uBVNAA1N1
z=|i_}TKHvnRYr3<hPxRFqM>!h`MPYn^62g#!%I`E9#_#8i9*r~$;C5fjR&2@Je`}h
zPp0`Rz29P0bvUJ57c8?n%p9M0!b1mUFG@@(Okk1(lU<6n-w0dbd<_@)++#1!_Y5pL
zFYI~wFl`8bT6g*;g7PL~&s<-dEgf2PDGjSfNFwKaZ|LjfznCc*?*6s!$T;QNhTVb{
zpKRQ}LSF$%*C?;+;MT6{=A$#Z+|pft{_lzcXNW-bZBX_v7-yMgC_NSZFg!d)0o%l#
zFTw=iJ7rFNib8e@j7JLXXmdq=LYDT2;rdY$$_V+@vs}%*OXi#y0>_tiG9C*v<CoU1
zlzr5MdT2l=z)TO>wfcTXGottWPW;J-{2jCrh|38^t}50A&HCNpBiG3nOjQS7-aPyj
zOLuYSK`rMXB`t7xq75o_iwgsQ3pN;mUNHlJMkOAq9Jv&yCH~j0_bs+2Eg|)>T`Rhn
zE`ScMS8zIW&TH0Bz@e(E)($>jtA&(js=Fu|ZTqOm(f|H(nN%Ux<i4%knx{{J(b!{M
zsjK;|*PGNh_hnr?Pnu4!$Ls^?cuz=)IW(t~cV*3c4jXwE8tB?F_uM2CCN~5rSY+V}
z;EC(>Tr#SAJ-kzjqEj0XuML0qbMvf+Wc&eWZet(hIO69=VNmALPU162D~T#TTTme|
z#k#_usLd){?Kc!B)-|gBnP0t8Ud(PvByger;G_uaT|>HIPBmfH16nt)Ve|d9c8ZTn
z!~E^*H^&^$Jl~fkm6|kK(h=5M622@3i1~zEkv0($Nv19E4bgANEadwxbF?mBbuvHc
z$LOA!YBa!m3E#SK1=+AEN<ogCNiRBB#t+^fbzMxaCLzMhfn=Z>2?(4@4IYVD5wk(}
zvHsk>X$yUh9dxe9n7CvHxWW2Q`O><zBLqvX6BX4B(nd2f#ac`{-*Lk6Xs@lju|G0)
zmITzgEZP*!@Z~1fLBox_4r2(vo&=JfTss)0i?7j{=lwm1zAFV0-4>zcubwHnB+Q*p
z_P(Jnn!=`3kZcZ%c6R-$CXstz)B>4vJw-8EEbTg-G%t);eunb$sQ6>C5=eDuWZuTP
z#sPqwyw0MH5@f*D@X~WTNk#{2hE~4H0_h=Zaph9w9UV-u*nRZyzGO7NI_=tdtI)`W
z)FSxoW5k}6M_7ndG$Dua=4Ec;taGIt>z5dXuExb>3>qnRb;IO*x5dH|&5#L#BFncX
ze58ac5WTH3RnZ+l_SQ93{Y2>oWp(?;-3EP(qCq&B7T06grkF({6$>q9WT!o&6k`fs
z(yG-n52xqY7hj^nQ9t9!NSzkqwf&}SIoV53GNwILhhk~V9MLt!sKA}GeYiwXRpGEM
z_~M<9i*IuWM?ACEey+OH)h?`2`YN6bV51D1rdt!4kOj=7J~>hatVnUdM_bZVOgHls
zzOv@#RHX@dmi;0EQ=e_sc<?jDr9+@2$HUF34)pW8<*TU3ok%@ay=X0QhFO<PpFN3e
z(IsWDJ7=0-vaV6Q+Iz0p<-z@LI+u6#OCMHgix0_WIWKTt>**q!ZyfY4DiF)GKnb?j
zwuCf$XE6F5MZHXOek>?~x;*50=-^y&GzlFOvi2S3S7zSlOPM0tK9YwVqO2Vqg<)1y
zuodD<?Nv3NuWd?o>rb2m$$I7N%lD+Ug*fQnuID=yZI>sHS;rW>he#**92H925_Ns7
z$rL@TEncEp30{O7#9bQveJef_NixJT_E%-0+G>@Gj~d3bQ<uu5k){c(PckL77xM+~
zX)tw&EwY6sg-4D|I2eCx@1B!+LpC&QbX_=i0MS54>lAond8*V~QnT{BipFxJ5X7zD
z?U%Xe_phwd+S_@ed)14P3l1lx3P)Y5!rVvi?!Qnim8*)*ow8a^%T95+3hp`3$}b*d
zskRW#=fYvh{%o(8tRZW2l0P>#LzVS$9_=5w2EuQNz<2aSMB4CsfB<&(de<1)xM*Lx
zmYAdegu0Mak1)nHAWGAynLHWm@z#jiwW%!Nd9^z7T~=RVS}gQ~`|1f%cT}d^lRkZR
zn=QNQySyGqnvwOd&+`Pmw2<U=1|?L)W}596t>MtP$DTD3yx8|XB1Jb`$olz5<lg3V
zBN`jmfAz9c?|fISG-$^3bX-rr_};OQF54*#<kY53izq8D*u?P5ANmb+G45|P-nSD|
zSz@W&aN2PmGXgeme2e_ABtt_aleQJieMwjJqO0E9A@yymYnG(ihc88je8WP@KL-F0
z6)DcTVa>L&#_ck`T=?E165Vyna!WLK8Qz*o>ABnOlE`?=Q?z+NlP<zcv>z8ZTsdwQ
zYvYg#xg2tomf`j5f0+I`V&b~KYnF#zOk$3hOU_N{1Yg9dEJ|6GlpD|w&$oi!32{`C
zT6kKGX}_ajA7`Cr*bA#XpfQ5eOf}o`PNm`!&<e<rM|6H}u~pGy#XhnI`_4)9WYweX
z?wvDpPTUdctgSc6(k?LG14Wet)gM#!<Q>Tt2m0L4+~V{mbNvCaN?=2L{DNuMTa>DS
zm0M2e(Un-Re)s5x_B`YG5SwZr@GM6Ng>5=bIMd9<zltBR`Ji_2hHl5oFkMV=71LsV
zE|-hO3T9>_)_LCTYw|cpKJj|V;HG-cCC>>eInz}u(Y+F;Tyx^^izzo^fRb6!uTT;_
zt~>tr2;<h#elqihzP<$_0WBRZqcXeRv4O8$3(`WqhnKdUeQHt{&2UnMQqi?_>9|G<
zQEBZbA}`CM9-DO|ZH?jQoB3;vD`254$@!c>+E_|Xpi<HWi^s)q-5Q&XSlB7@S3BQK
zi;ICuwa6YCm79HfHBjcRR70CzD%!mLJRcF!jEQT{tO<a>+z~+-^@T4dCpvfwooLOO
zOu8x8G#<AFxhKOXy*>NtoyLRy^Az{31T@Y%&(nI^UX03XIkl2zs2Lh4)M`O~#?V`A
z39Y`YyU5#A<ZWn(Fj-DwcNUh3#mEeZ3{?bDe)cZiH6Gc9uDW+7n|<qUZ@;x>x}mXa
z@xk(N*)rSdhoOwGf$q@AD>t`Q5H9~5D`vWndsBugtA+0iKNLm7Z(d{wFS#&nG2zE1
zC5`%l;EtR~(xVDc7pP^Y$eVkvHkq$_HFhWeCa$b&bz&AkAj}Sg^x2>v?lQPw$FEIh
z@91#E?3#}3R?B?XUDJOl38$DvxH$HG^^IkHWLKQJ`Nh<7?G)7y%bVWTdjkr*Kt#`$
zH$$J;axBdxfM08FXZ*1iC;(1Q?z2^)<Yrw>NX4)I3^!!-rG8X<?p(%^M-!AzC_2s^
zYPe3S!@OV&?m$rRp5RdhrXb;dJ0Zy;eAo|4s-O_Z3i5_K-j8T+p0gx*ia;W?U(YO5
zm77N4L+NgkTuzTJ1VnZV_w28Nw}sMbl@z1zcP>*zlC<>CvuF38L(rAfK14Wtuhn-E
zloO@Ty!09}Adz-HU$dP8Ra5wU&G=f>&1cX98K4PMZUE&W*JH&lrPHO;-aK_RQTWVg
z%p+FhTm3Spz`n>k@A|G`D`Q0qi<Mw+Q=B&QzL^KD&S)eES(<naJKi>Ac`Y3BE+G}I
zcxF~?M{p&%Kh%_|EO98e?@VP<9Z!sabY7sEIKLXH<>5=`_-Q(W{Sr=0T7Y*|pk_5h
zC^6u?Yo?ozB6q^lqD{QP*Faa7V0}4^ocvHm^%AD<TI8gNlCiBSJXCX}*va~X@4!l*
zgEy2*mt~{q7WtC)s{l|7Xb)4_FC5Adevq3wDf&3Jqm^r2`De##{TM~+(qNPe?*XmY
zplfJq3G@mnHEV-86zA4y7aVB1mV37pZJc-Dp3uf4U1KlpYCYBx_Ccn2AszwcO>?VR
zDmRF{J;zV-EBRUWez8^)rwiA&Sg}Q~CO-K`Tl&^(IY?srJosTL<_qf$HL=?pYl8!K
zE6vYsOHFs1xaJk*psptAtltRvyp<rpgp5!YXq`wJlZVJaUdr0%Aa^cj5*(SLMVl8{
zabZ<fl{V&w`7trm7*h+xF&8o|FESxbg0q_O7VdMw+5?INA*|IVEG_p!gARyQDi;vh
z?CxyOFvOZVYgD2_+E&h|T)%`Z%sKh6Xf_Eo`_dD^SO`J+ER*y#w+6tf$>Zym+g>9e
zh%5y?q-R3x<6lQ%Ys=G)t4AWB-Z!|eUAlIy*eY}S-q>@o3mQ{0IP@nh()5XgAyvLv
zdzso!62Niag@=|v`Wv=f1UP=Iu6qLLU<o7|Jxi*xn3j*C!x}8yt9s=2O}_y$$|Ti9
zF&m%aY39<ZSn7R#Ft2E_&1j@t^^Ctd^|N3bj^YvCp7YaZZllL<fp0U8@-d4H=?<{x
z3#XFUgiSWFiqUR6?GI@ZQv*r3aZ$s-Me}wY{Cn%IH49?9A|EoPqOt%_&A!Rh`49$u
z%}D>Y`k`FPgEeO%JirFK+d=d2xXHUvoi7KrUSz5w;tO`&`Yo`<>ARhVW2(ia`>(|-
znp}(C+#J$;|Ir|V!fe4x)CNzyDv6^yf8z7j8ir<WXP^-dC6B^3H*OHOXEuAhnh4iq
z`B1!&QD!vwcB}T1WVA-ElYFmo)m>oZBAeo@?M0Tw&U3KSZi@G&53CKjXw3Hul(w{I
z9AF0uJA9vEg^fMP^NM64<Zp0$HufOv&+*>URipA`r(CO6$}7r%vd6i{2}7p$+$5U{
zwk%UJJg`&C`yI@c6O6v4>hqv`2%IuRMamW(JQ`b$(iv0XRN7x>Erp?2LgNsnCxI3S
za7zb&QN6E!&}CZ(F*>(|^7gS-;8|=`Q992Kn7Nf9qRwB2A9m_-n9dj;c9e+4`70Er
z)ean_I(5QlLFRY8kb}FaMG&Qq8(QKZV+=ex7ONzqTgf`GvwWs*n{Ud7J=9(wor2Hq
z?S%>nE)<nFF{@@BG+hU_#U@hYW3K^x{eew&Rm=dRnO-83EEQzYmYD52-hjz0@4)rr
z_4NMc)4CEYN*_AIDJ9n~sEoeMArXS|T}Zg=nUwcRZbR%eiHgtt&ycgYQV4359@EfE
zRuIEe4#DPGt~jWIqs}{PGFN4gq8*X1JLGQVwz`NeeT0^~MSuDNMP~n}VZV<$gEud{
z8__?x8>($hirXJJDZHMwv0X#fXPVF#j&QD#=XQa?#v5CxhTjhCbyGGTdfENll#5-C
zQY&9BidiWNumgG8H$(O$?Sq!2?#aVKefp0#ZKEIVTe;|YH{y&(>XicfypS}Pyhf<q
z3ulKHjb@z)DP_-A(uyJl{%&Ct*V>bw0dNV{YUCdI@~_lIi15=cJ2+fI*UV8)^QoXY
z`T^C)C6<QdN6~i`m6c&R>cvfd6j?r`)Pci8R(=$l+*J@k#J;CV{UnBEgnv1vt3HgV
z`%NsT^uoclm7N}i0rUu-mikoedG@Tb&j%g=bd-P-y2WpJ{jphVZ|8ZbDa|5%#tV_B
zwg2Ka+WVG7VMeER)o<7Q{umweKrN8g8`x=f`OEw|0IWN`x(iOTI78c?yYY)`2{K!}
z`Ao?84CVuNQkwg5sTg%n^cRX*P0UVPbKJi4+f-WSq)T=M$=h}j)fx*jFSAHgTp|)Y
zWbgQ3`hH4$S3iMFnnjCipz$O%U0ZIQppDmzCgJ9YyeaMevxIj1gZkV>%&kJhy}EH9
z{MQwj`eDdTLSle|#-9H!F>6ER{pG`#1gwlC69F;O?Ggoxm#;2k$OP2`_tglSq`ev&
zp;Day9f>r9)q{1O_19v+?EM(k?n^~$$KokwIi=1Od%at?&F;#ezd!O9`JIiobZhNf
zLS9*iKm8owY8|ZM5$2_>)?$Hyrj{14u%#D?G=uJQKD&RRlUXhV37sh4^4a?SX_&Q+
zv-ESw2-O|w?Cu1TLHzPiHwgtI4PM8JiA30>(&%=bk8PR9-}GzAlpNG*_T2T8UZYE2
zcXBK)pcC(<F*fu!6HhLGl&xJnrCn-0V?vh>{nSi%o~bf%16id|RDOj`dPGhvv9{OE
zyNGsh5^@E%+A0v&_5|gvx~%y;)TowJ{59vBPaQ2d>M$AHTJ!65htb+;>*={7%oF0+
z>jDh7`qrO)-*AHN^JVQ(?$&rB)ZSPy80YJmyUM7yPS{J?d~R3ZUGTOSP>6alRB<cC
zovw?wl2oPT14QvYmRC;0>%M+1CL-4(^d`BoRo3;HzA!6au?Syh!-SHM&C2Ii=A{jV
z!}u}tEvpgl&#7Ub|2oR}3^L&qN=Ss~Ufq6@(D~kc81R9_S^JGiq*yKpW5;Xw4&rxQ
zA!T&w73zz{sT5hWzg$K#?1O$*ZNxUEc>8#XM-JebO<db|Tjk2fa6y6O#r4u$o_Tvq
z8+Gdy0D1MJcPWr<TIyZh##ha3CPkv{OD)%t(cpI5k>e_GnuRj|)2*SlP;yerItw6U
z2dYs$@x0#&fz$f~4?->deaQ@_K^rer<oZRTNfo|}aF6omDZid6PnSOKZCqVI$FCk3
z>l~lsY*}yeQ=GVHgF$Bqu;R2>7@GPXrdr;WDe$3BBUcHFTnLPWVaFJwMxDdpb%p!;
zr(|5*DvB?nvRJoBvzB|(IxK`^+8Vz$FZt%=(sZYZH7%B2t>cO1@?Z|k@v`x!hg<UV
z(j(TVlRc>%*RBtKFisa$(s|kRQ8lnl(MN;M-05>Ft9a5g|MLSr4Rer<(<?vB3>O+y
zS$~P7m6EcrR1)w-d@@fe6oE{dYN^jluigfDeWsLuC$SI9Six6>Ve_DxX03#IYn`A=
zRP}E6yNB1w+w;^>rl<Vb@{6UK-U3>ozgKUer`L`(3XQZf>Hk`OXiz5}9C!zsXJRGX
zLDmeRGtiYEnpRmHQk(t+QNK;>{P9DQb7`PV`EYm4F25cs^gHSuKK~)}bc%jbeSR&J
zEJ~@Wg`UljOO4e={(IWy3(hy9<n~pmEZHsDZ&VEr`In;?O5t+a=T+FDfu=BqUE1LR
z1s!?0zfv_7vEYue)7o5=JxTfa(b$j)-a11yj5Fm%!=%&aN|fFZ-`^Rk!1_-udPvQu
zd>4<7I~y4RY3;J7MtgVhIA>E<=^6r3FUKwSyS~fEm6J8^(<mJZiXMws;=aie-wOd%
zld@OAD?h^A>4kgN639+BFw&v9BDS66P7Z2Wx{igfLkdvkbh?}j6Uo%;^;K@KjRYNX
zvSpJPa+is(E7sqj7daEbV?+P~JOzpD2+!#?A(%w-<4lzfCSI=zoe`bIeW%Aq^`Ero
z>p^YTChrilqVPz*zm0Df7~ggg%}-tbn<?Ef1Ly{X`W;mT*AAtKURLRAxbeBu7V50c
z61)ym2a7$>1=VZ4NV2-&@P#5@Rt^|jiRuP<RkJGlO(#=ld(7m@(|C><zyfEIU8_%s
zEhlB&x{{gfgg#wuuq38-<pX4e3vLs*_f!9uo<xI%jzV;I2x>44xf6+Zp_U_FG`QZ-
zNiieB$*Q3gd!=YUD1X$<zjB;znjkT#Y?{7Ekx*l8=FhqN1ZMe7A--}4lB~t&5KBSg
z42yD(E{c6;yNuzZcXYCWr=5xxoz2La=)N6>jFk{I?!ZTG+}br$;1LcPY5bBLk{|y}
z97i{oz@UWIS&h9bt^Hitg)@Z*?#vTAgva!eJ>&-YaO_5)7}J+!c*ijJ0Mnz&C5--~
zwvzL5rn6*HqxY19%8D-<c=o$_rzTnwQ%`r))dp<Hjo!ZZFi2In)FY9q)~P9W$>BX2
zm!@Ef(=PG>2XacJi9ax-O3FLcTBy;BXQ3*ccOnhCd{{EfKYN;eU?<TziM`LbcpE<!
zM&0e7M^@|#`!((?ZQuWnAn#Iab6eYvE5FL!dGm_4kjHy0W0Hs4K7Yf~5H^=4p-ook
zn(ols73Qqwx($5s;@9fsVnnLFu>6jqp0Vxb2Y%CP7jP6Y2;B5hO!cvk4++=5&i}<n
zEKf0S4o>G1U*^f-Ipz`{*%j@73~wx8UJMxWo=yzEAcYb{dnUnN67HW8agrBRAX7=s
zND}EI;X}=i39giJt~GwvbL#y_o`EPULHo5TwK!|<K#SH>(K-A!Jk1{BKN6~|9ul3;
zy#UPgTVf%DTn4cr(7{oN_D>?Gc|B_AHTnpM@aJN--5&o)GQj>!#2Ow;>6Y$Xb9udo
zPw5)0xbj*<HqSsDI83W4z%=|M<GRmupB(&C`31>T!-%N_a%rg!6dNw)TLnJVJ0VjX
zrEAtmR;Haobd`Z}+eX?;yY6gz2!5^bM?W7|i_9BJzwc88nvl?#pW&_B8pUDyh4>k9
zARAf-xu{)E02mFVutA5d)H@ct+};exjeb+X>1ZMYd=%p<Ur4m5>z|MEAJ?mCH0cY*
z-x-oP6`h!GZJsf~aY@qR2Bsjw1o2*1$DA~3NM|!zz+~WFm0cyu*ZHuZ_QK2rKX19c
zAx5j;ggrBcBEnhi<$%G!5ZZICBg=6)^X3WJR+W*;EP2JnkK=u|7VWieV&BEgJyR4(
z0n7;BOs^PJ2I}N3m@#z#UF)ER12q&}DS9=<c;W8zLZuI!?&ntWPbHZx%%`oUie1?(
z89aZ4+IWV?V+<PC*PsU|>*-hiY_>6~*T`2#y2DW`RjO4R)lwh3H}y>n>!5*46lOWY
z9wyxj02zsQXDF(R3yaK~=rC@+X}R_e3+mIA>ldFF*BZN&_$m%$U-E6a4XTD^vH|>f
zgJ2iY@37JuC#$6$l{9OMMmLKes9-b6m1hfkKH+YfYEYL4u3?-b`36Mn<AVBUsl%Y1
zLq>`<9Hyh1wesV0i%84EBFnw7{ZW^bAG<5w+D_WfuOUcoCyC37^LU%RXKH@waGn5S
zMnZlzx_6=<PLbIoyn}8?MsK727D0~-e)-LTriKaj;#zVQnh&o65d~f50TfEG>U&N>
zj;`=Yo$#wLox&V95CNK}Q4-Q6YeFtB937XqyGPI+y53e=6M6KjpTpGys~E=&S(5e-
z3{O1h@>>bug%4J<mHEV)mA|ED;ONR_19q3|pIw{?ZltOxc8+xlfZHc}aN>6KruqJ>
z=#g!k;T%e{ZC>jSSo3CqEb2s!yy%Rz$1<DkwJ9SLLcI-8at^k&mfhx=>8}X7MAY|^
zW)V$C*}!sDQtc(b9;>q<j_9rEpG3{eqs^<06vB_6L#f`R%odE^&<(FuG+r9N(j;)l
zE#kS;8>&^B{hG9-B-L6ymaE}W2IZ<1uPRRZzwQH#evEfT7J-~i_jQ-vmj#-w%L9~U
zAE{Q$>TW7VY-5dDmF!|HmxZrM>iDqFe#{J?t&BBUR!kflz>m~<oWtD=>!iO~Jao=p
zsQE7Dj#gYLZ+pL`Qpfy`!e7aSdUf)#Sos*qi!_o2(LB|5(a^E+<<t6+0c_;$b1Ejr
zL+Fdz=CqN*j|`h`7kASDt=`%%MQfeYEd>1H@{i4luf26CK3G&TCOgyP!(Iz+{heZ;
z+C`{-CG<)c{u*)9&-f`kLq%1;mv<I$IB4;^e!@1NA2rujy!G$hRG_+ny;A2xj3h$C
zl>gdII1Hm}^IAcP^%fn<C)9hu4;^r|%!__Mjd~kl<nBfKu%2PsNChucu1ED)|CgaE
zc$6pD8;Atet0Rzo!6__bhE+qV(qgu@ZQn@aC_xPg<T}oMy__!3VgstTgZOu7-?Wn<
zamZ~CK^(@uPLAfD4Y%n1)Ly5rw85x7ZGE=oWpV3a80(A)tnePFXDl)D;V<)8peE9+
zm12izjdz1rqzZ|$e)_TPZ_3CtcoV_$l_zpLV!kLwkKBe3;IXFdtkVQ!23KP7F@)wZ
zQ-gptiK@B96P&D&ii;L9oH~-1l~iBGirH+K^bGo=IR{Zyd(H)uu4sl>sfGIi&kcPo
z^@11iDjZa;1x88XS>;Wv%W0*Q0Ww_=2BwCscOAHd=hdNGhaqjH1xw;5^C6LQFcP;T
z=7brYLm)Ng=PTtg=PEdk!b0pQNS2RZ1`=;`)m=*gY#gRTJ#hs^p%y8gNg{O)g=B&T
zjO6$1IK`_2yc-ngliv4+QI+i#8tR0n__lW!6l;>M9o%|N8BuV}xgd6*!i-%pXf@gT
zfU|o1d5#jQAbgW>+xk$K*xuuHs6_Tcc>=JOiHKqWH5#xDP<8Xiz%7+$;6}wb3#bMK
zcd~X6jeulx?)C3oQ+%NU)mIj1>)OZ=%mg{BJ+)6F&=E2f7G3*6$>=)t6WlIO*<jy~
z$Va^+i-HN%uS7~KUXOdeqxrd`T2nvZrOiJtR`YB85wDwD@bJ)u%=yAgGSoo@j<IBt
z_ahq{nWUtGdUsBVvPzHWw9rG0VX^CjpUnX>>3ayt^fUsgsAVk=So%Q$lAcF&6Z|)P
z6E7jOntAPE4yN+n;osC0v(%cvRmA~b)Ha53fQvUp6{CQUleQAG5Knh0R|?`iRKKGX
z0|d%uHIt|r@-Y;%-=8Zje*AG}b=lLieVlpcgc@r*9cAV=t~>Tf6u4Chnay7(O%@(C
zbUm3h=dh^y=F)z^gd=(cJ(QgKaij&c+MULn*%#~^+sDAbTn8jbJ)3yB`XW#l(WKI+
zj+ssU6K?Ia$<9MD;sbmH#R&iZVgIbjpP^0pl}@70GEJtJt;_C}5K>E#;;!Z|1iCvD
zZsDE_0d$yp%GuJdy;D0$vv1yEvicWK=4BVgZ9B!a_kO)qT70XlN?u8m%sx)Eb-jrT
zW7^MU@nvJmZlU6#(%a{s-||D$t#UT(BdAR3+9-!^2HXm!r{=gm&D63x!$2o21Nb1;
z{T;3;mYu$R9r_{R`HNMVbFnG=wIB*E^~};&%jzVLbp5=p;qQbcnmO}(QZ3>4!L1yc
zx<tMQ=Jev%ze!a{5htKh2Mboe8q8-8$qJZPgr(I4u50Mu&hR4yI7}ZwCu{apq90f>
z0d36sg$EwC`#+2Ud*rfkaZNKXKF?mK59r4Kj2|`Zvg6v+v+Xw2k3%ZqyrDorpEXIT
z#k^PQ<zcaKV6fpg5AO?}f;hLhZ!eN5%&It0`$WpZAOHfSH=>_NSppPZVPE|i<MTg+
zr*C{z4$hy0C2~tlYN`AZyGO_?l~g2wi6r0A|K!g`ZdX#P0I7VcW8uD-1DZ6f-FLTJ
zO809`PTbwbesP#B+i*mM^OOW&4c4JcyGP>v=&yq-uhv)UX*pU&(>Arwu)?D~i=cE2
z*V_Yk*Dt;`XgumGrnHK%4O+EOs<`J;{H@~AFP{?;n#Z)Zp50}hP7rZ5OiFeG))LX>
z{~d3+vs84AbWkLirJzv@SU~P)G=`6R5P#Vf=yC5CiEwNT6Qq*aM*xXq!>d~%R#jAP
zd{ku>8${*ODl<YTfhpP;C<Qr6+1IQstwp(f{&r8=-PlN+WBnP;;#k$+Oef=nyd0u)
z499e>d4Bf^g6(>{&L@Ct^o!3Q|4l`6pYvmDrqH{n_MR{4=u&ov^8-Z|P?QUC@vR($
z=`?Hf`cAy^!$x6SgD3QLn8&ps@6+(ZK$$Q|WL0gzzn4s%1x=ZrJosfoF=yb0TwObt
z>$r9X&4H@zG`PY|=?Ao0Q@+qMCB5Y{SVIT+LrljcxpNJr%!Jr9Wz$=f53H0j^}o4y
zyxkt_*J;VQ&tCHw6P2$vG(-Ngx9abepkQ<9Vmh*LIG@Y9L&uQ(?_cq5<uK48r1W<0
zoEMc?#U>g+`j*lfqId(@TsOB1E5jy3LmR62=A#!#A3*duoU|X>YGMjcv=RSaCP0mU
z9W^mpbxhy#0~sp9VROvFn@bRuPFOTn4i{cy;TTYHY)5mftA5J;l~uk6$Xx6F&lm~k
zV0_nQ7xk&Od|%H7C`%r_8U|J4l#{B;l?1fE&S7ze_*c&QFnJ}IdfU#Grc!#P`(HL<
z?KU9lqJqq3uXtN7r;oGt(H}IGS_%vs0e#1dS5)u0zSHYl_K>PZe%YB0jnf{x8&fl8
zW}E_Q<`Xn8yv|LN0^$LYa<e@*KX9o09`UKyz`xIl|C<*0t^770`b%?g9{1VJ`aE_N
zV<w5dd9BSbXfH0#>R<tyh5^R2vQLM3CFLyk7VmneFi7%M4Q=j^8ODUIZ9I9H)%NM7
zZ`1{oKG4{}U~cOco9pEcHSv8JFW;k#p=#(H=w?Ar&sr=Xs6?aJYhaF`HNPSmokwdZ
zs+@Ruur%x#hny{(h`H*M89?GIky!QND+G%JO}Raa*3QbE=)ZNm0TOOmrG%8TdGX?r
zo&K8s7snGRBF9>v3kqM1S&Ie<h~9>h{;HJyC)L4b$MX;wZdAJ}dTX=4DtXzw^Ai>C
zT&M6)Bcu~g(>Tc`(07TTRf=ALi0DG}d}H|!uW9Ph8*WUdCMDl^qRj{32s=zbr>eCB
z2(Xd2hE=|yi?(rSN3HgTlnsCR0;8o~OCR?NgQUvME(!$7wi{T>5W#*kGAV$V09bn1
zE)M?<Ed7J6m4DGJ31``Njb?`-s!Cf6@qV#~=fQDMx7kQsPy(MU8L#<avj&c_`P(B-
zGksTQ*y#e)VJ%df?Q*X*kaJNUXIl^QdUZgHz4x=9m^O7jN%JpHrpgVz0|Ig5EE#r(
z5=*;svv0ON()0is$tJE_%!<=hFB76@z$osPt2IaeJv?Es)HBSvVJvmCz^OPQ$$*}b
z&&4~B;k5GAW8&u-qe%lNhhBZ4`H{&!t4!d6K47yMs~PjK-vG>L4-)VPUWp*y^0z>r
zQYD2s1qi!3zYJMbo*)4e;m|Ho4qRGd%%ZUp*35z^BWwl7)W*7EO|Iw2t(5yZ`!i0)
zDRx7B0ZYbuh6g^HHvM;e80hk1HG^(&CZ1#jg>Ky9wGv$Vxn;r~gE8wV6c6dlkc#e0
z)apn+sGBHzLONSGPhsX^23jGST>tf1e?>6?t+y6kkz8D>RJ(opE(du>%Uv8uU_;5Z
zeI%OEv-rP)O_xucjCs&_%)I~fVbR#htyiBTcHzjb9L6eL;rIy~Kpz(+#7+wk$C+H1
zQYG%Agy=0=AVhfr#w5t}h${D6buHQRIRKihouW4oHp~J&GGu4Z3)RA6LUunSh^%0O
zfi(a0+sBkA1K3{-?;Zqa5+v`P{XOHY`EeJDh_aaPKFNa!8tB&RH;xYLVn58&5Ll?Q
z8~Hqg;gzw^iP5rwhHzVNU(D&DLpKn~01>tCIxOy}f>V(LC)!M|vm$#0uFEtVLQ-xn
z|C;gatCqFQO1&-d)-E>SPFA_^rhJb{<f%5Hqm&gJHIEnpkY)XV=g6N@*mV&fAeag6
zfp>b(=xuE^38iE-?4xLAHNuN5XBjK09oPH@eF@Ai1M(2kY=cIqgZB2JHqP%k>3Z%M
zp$I)loHt0R-$uu!Mgx&+XIR1#dsNh(JP-UJmj3=OAlGu=2huN~c3uY}49zx%RxG7Z
z6#$TV#O`5G&1PAim&-@V(B1@woAMd@;s}oG4Lsg)(Tl`;r)e+Mulg<N-_wFLY*}!8
zaMx)r;!O&OelS6hO(A;liCV0UaAaLjI(7vPYRzuKQXc5FH6WAoB3Bv3+Pw4lHX!)~
z0k_OE@ylHO6ty4QU&C*-dk<nQX0s$H%|?pe-+nM)wtBawrti|oGMUKE2*8ffW?YJ{
z;*s0zh<&(bHZ}L!aXvmZmsXcyjCkL^^%E(tuicw(qZBv2eYL7OZ@=kmdN{7qjzkHY
zcFXK5$c~vF39vUikL2cLs=G^W#GIWVdck>weSGn%6lj3}?=`7kWI-r#d{!czU9Nwe
zFScj#%pMGSrk^1_*AplRWFhWMNC8#aQ&_tr=8&3GaiBG|Jsy_}>M2A)yyzA}A(!o3
z(~do`+C08SCe`P9N5O<2ypH+Sk<`Ius`}4+kJ-QiydY787!hohf8b>=kY`-HGeHLI
z;RTzM-5tVV|LWH`<=n5#y1DM}$APQFncD*vCD<_8W6=clPSsB`u<lH3%4dL^pi^dg
z#M%>Y4Z0|^!(Kij2tYiD77|DT19~7qt!e}8E8m*<$iBdzh-Mg=kRobn#H`=qZP;)&
znf5u~lA|b6)u9ZMSC6z*j%6**nC;#tc$x6YoTH@y-+ZyhES+FswPnZJGfxksNLiqa
zpXt2R={WeVVRZ{zQOmvBn%?I@XAU5ub1Xw~Ihmk)p#*`AY<oN+{5bfuiAzSi4>t2x
zR8b~6EAhpUJU|r1uq#`VDC81l>xAd6WwKWu>;N$#AS86eTz>!Kp3gVhROg|WJnIB+
zP549@`mwEj8)M>)BB>?gH)KiSyg+v}@890z+Hg0)6f;+j?ka?Dv;k(4dv>kl&Kdd?
zyU4eT+<7M>0C36jz;w1Czwvk%kKai_U4bN!_^{fKJvx^OUtR@5<EeQLnIw-8?=vV}
z<f;4|h}ofejM?S&?D&R61NiGGyMM3Uf(1IhIZ6?=_E;2jiaz?x{LzOw9;1ZSdWn$8
zLO+mz;3M1(!RG-$)BP49`n`UcKPL!=aNoA)$Pft69Q;S><8o#wh7i4yGGzYQsQ>7X
zuxSybK2n_*;XI4i2vr&IVe~!sH(K~ue}rU^lKg1YUWKWD9X~^~3Uq{iYquQl#Zx@S
z2y7_ObdYY`Q$4b9!lT=uW8}ZJMU+bhi|+=4+v4`6KZZyAkLbhi6(9&&{K{1G7VG`9
z0{@*|MJtXkkTu0>@57%#fok{v4C*}|YfiAT&Tf3j?}0}!0M~M?4fNZdZ98QN2g+>V
z(UDJhEW-1@&)|S|2-vsI)FKPQJqCPUj5Ghu=RTHlVRIut8~{s+P`mzTZ|VOtvrm{2
z!ZV9$p6mY%2>jUE4{$zfP;}GvIt@)V&#uO#Zf>oRXg57C4}sr<iY*HFkZi?VixqWW
z%``Y^aAZ&#Pncw3<e69#mt_>|m<u)xCw%NoVwzMpjS&5!3AF-ho6lf&vyKGE6WrDR
z&r)JRtoWKVsp?5z?DA}7^#q?rPWTRTSSkBSRQ1@GoIKy^rC({B`c<kr^@kFl_YhaO
z^vw%BJF4h<v-=*ecJ1n0>BEb)YzxbK2-_u{ux8{IFEk~y8Myh|3kk}eVaJHbYeR22
zVmH5mCigD5{(sEW4*dEleD*q4bT`v`$bi>tNtz?G+NpbDYZE~^`#~v37DL8>toN5Q
zoqYLPHETjXOl1w=cFV_mXE|m&W0y|_vQ65JjgXi&t|;od=M=ir18C+YFc3fZ+LWsn
zR6Y60R)m4~gW_!e^l4zO4@5Ju&FXocyqgTQf<{Ql+D8<@wkTWX|1tP#a8-IkldTI&
z2Aauzn~V871`4hKfZXM!s3`|T_}-S+TcT8e=n0S->k6DOnjuq0h?6i05{ltsi}ao6
z)j+Q19rI&6v-@CS6nJ;lg9ZK=oG#ekn?N3xWSf*$Oy~aBRKQ+ZAgH|rm6d?DXMrnN
zBEq@;xf2NZ`Cg22?GPu}_0F2YAI}K%9^HTXv3OFE$7~13wiUQvD442K0OI7z;PSac
zcmdNn3jlm0S$((C8YgxX2pOTrn+Mt%KB+_BB=3qky-*z(nJh*Be#c+X0*}oKQd402
z<=B9J;Nzpo8Ih_$cE3_gfZ_NzFR&DW7^&TReBU+kRJ3BDZs8x>2Z=)P?cVcJ9!=fQ
zAjj?r?^TziE<ZK`<Nd~s5Rj=}ehOZc7dp?ev;Ds&+&3jW30C;&)E~1KCM*l^ef*tc
zBV|>yHaQVT)}#%Hgpb2$2h_kAl-bzX6}2`U>o%}`YOBu{ZV>(tP58hcO9tt>C=f5l
zc{NJzkkcnr)UMB4_%j>&<`jDMTfBcx@0tg@0tB_e33|aKNR{+3cjHZ3Jy-*haL*^W
z`h3JCLJPeUvQU8oo$kM-m1=<Sq*8Lv%&xwNmeJS7Q-K}2I2ZyN#2aK}!lK25WU;S)
zCv+<qToaEs@lF6+^9Lm`+;iEW1dME`PC6Bh=-LWsi!=P=Qw0bnMwxCiig;bW=5y6O
z$M&lGbV`*FsS3TQhy1APvY9{sz=qiTh@oP#NFGBdL96!#+p#8)O@7~QO_wbgXU-L#
zo_{892PRL+3Yd>f4U_rBbmB`~fSmEpyb#isglpvC7%D0TJ2O~+MuQmniMbV-X<1&-
zGiSk}vG6zp2!nw`^fR^A#c46H8jK$x4RBp`W8f+W%Jctmr;e||;dT>9>lsCfE%MzF
zTiO`2h3HDiP{o5hMUBPb)!wq^K#i+N+c8%iqfZ*kb+UEj9>}RxW{;w0N9ShQowHYd
zFHMmm4y~B-_i~5Q5B~2o0RHTwk%{SwMMsugxKD4ox2ATLRj7Qt2#Q1%J5pEtC`c8S
zV>4L$8b1(D(^BWODW<^&#ChKUPbp^BLd%gk;`{3f$A@b`yoVtA*7DJqdK0{zM4tw>
z_s2o=Kd>W3^-sEg`);Bda0^lb>Wl1jwHuM)J7g7-A?$bZPKL724~yPcfCY*es4%fA
zrbd%{Y*e3&Wq$@lEP;#V#??<gOsraDw69#aDeQtBv{uX<{GRWYTWLTAWISa9NfZ&b
z`K>#oG)A@@Z;#)~ke6TYU<tZaukzP+Ysd--n}{UG{Ns9dfn9vs2~8q+w!&ZO>{O}h
zQnmut0}^LLshJ;#(GNJiEzm1hOssmw8kOBy*61o3t?x-1F<5G*9`AUNp0$FFv;zW?
zA+GP$F`7~yo;7vq2<04-%a2Hpq8|UdCDbk6Ac}b40P_*Aep*BbEY{oqcos3>S>8*!
zHv|VFL9*F&Gu2xa3Wb`u*?&DRSY<UiK(cuoyyv3uIGxF*$cGwiYW~b)-aUOJXLoM%
zh~HpXpSSPaeH84%Yqgi-xUL0jMN0nmBo{dYp2NYsDfCh%yHg;y2))R_E{s<GIfpht
z+{`=y9OHdNTH~Z!P9f-__m0pYG74U(b*m8K672eclO8fk(<@BHA6-qN1d)21zr3;S
z7H{+RL2meeZCH7{dw-jS;OHiCy?nnN-Giea!2*mh?0V+I-6D<m&p*#BoR@;JUQqFY
zz|2KX=fxTVQ+pndGp)i7-(IfU0J-x57_s&I%Kx1T8y2lzEu#j00tm4Jea52?BiO^i
zcW)_KGc683@d9fcDL=fh&{G-5xntuVN@1!!!nCkuWN$52td^tL9-%UAI=JUQ*u<Ar
zmG?RN`VG)S^uMNZ;p_f*{m2|qmfDy*IpI<ZJ`cd_{yPNJral#HG|meCc>3zw-I`-T
zZ$R@2rAzzALofYHzvQ2nko(@IlW*-O+V|=Md;FpVt0a6({{*1_GMBU(xb<3?(1X0i
z4e|MZrdsz;Xvq1;vM+S*k1t&V!$lDAh0v@&gZL-f{Ff&n4B|K8NClx&Dfy4z9r>4@
z=O63I#iH%%Ccu!P<B$J&fB(Oa>fGl83(?U3=T-mzJ_^`v;8A@*Zuw^+{%Gp`dm(D!
z`MDGXC1+3*G60vizt4%0KcTJBpYhIv@opCap-0elFO}ee2%oY)f$6`TZV#%v0k9Lm
z5;uo=upB>0)CMkm1Q|tGzIP6{BhH(=4afsUR1g?myk1|PG+ZWP%>Cn5xt%wi0BW1S
z@tXGeGm+zf8d*zuQ)GdgDpPtZg;PB3FeWu>b{42%a8t#2oP1Gm&gALckX^zl{X^1K
z-1QhE6UfHXr2J={kEd8>ms=F6D5wg{-~>q`7i>t1FI@G6tcAfd&^&4NdT8cKjwjxa
zQ}!G$_NeJB<S;aDQ6`M$W$V9~9n9Mf@YK_c9RFGX<%w>708Ew6Bj||zy#TqQzZYN{
zB-6Acgz^06Se?O}!mh486h>MzGzwo*XZiH0xooN7`i!LYw%qK_J8fBd4Q!MdZj$Ap
zeP`UXM<ihBL4|7;eu{TcGFNMMdm5KjY=5d5yo(pj%{lY)D#*C;jlv?T=pg1=ug$Q3
zHL$-=C7C83PuuGuh|azAU-iKjvJfo#HYHyE_s%H)z7=2s_<%Edd^YV>R2Q$r>$n>A
zO(xkfkW}rHK#pau^s<XqUSS{V0A2Ygbm7ABmgiLH32i9EJNOL0fzmrDQbZiW&<@&Z
ztY@aLrXQ(~`SUiQIiGzWxpeM-2Vu8*8u&A4lI!~a8N{PnCfSFi+l8?zC^l#W?~^<{
zI^78nJ2|cDbd=hqT>?s6UPY5~TXJP^tbZ9D{*6E0cYKwQN?|s8|Jq>?i89bLY6)wq
zHOXqjiZxYs%YpvXvdW;PPNCUS8Z$5y`Vx({wx)wPBku?Mlr7{Rq_)$9!D5`eFuOng
zo%x1^S2JyT{ie%5cGrJ=-2v<|nIP5Yv2r=;^JTz_JxE9X0_rZp{aWi9GLpG>)gC|I
zgC13qhv<U6<EYd3tU#B;tupwN?@=bEYLaVm7LC_u3ZWjVPr+d5fPTj%`PeQliW5eA
zFNC8RYC*}4v7~3B8|4rqB<&6~(k}jYhaP2vo+nUMt_;a{d9tu{bs(h;a(CM1a=DVx
z$WPCEXCwziR|A$VVhaC-eO!&P)Aj6_>=K(y<bmn~`K`8tmENTdVS>y?#UfI!zbp>f
zZPz5HWX&Q)&V5Vze7`ES_z$w>KrHzAb2lqCofHiD1KFUqimqS&4m9o@UlO$iKm+h>
zIe+dH+q~kDOXMnI0uSc?A7lR=&u07n0pnU#t=71!TTyL|nk`keXKPb?hAN?U%^*Ti
zqg8vaP&FzDMJN%J)+RM$>##>ch!y0yblms%^ZNZ>&+EDVzT`Tc=P}>M`#cV;Ku3A2
z8hSh+F+ayLlz-1I4y8@;+kS46rW5TRceakCz5e(edgaAW8h3d`?r+ARm;k?a(>hN%
zMMwB`a3~MtQkR|`+|GYO(91$*fTQzL-p_iPFpmYJQK=d^t20NEbnsi8Uv3596Wor(
z`Ja&g#2E;{j}qbKM-4#h-X*!BY5)?ojbzU4))JR*Y^ebE+1`$VywFfQ8XP?pL)sHe
zYV`M0kd0-qTW}&AatiS=`94jq61Nn9)_9KP8qJ?$%&K-bHSx>8+B;sqItZjozohxU
zH6Tj{0Xt5b>-taES^wzzO<s=967SrSOfbz!7IWfz&v9p0?s6K<*=C>TYsbY)t%OWA
zlLAWaGhmY$U6E|L<G?qVh$Re3>57SH^8T=2{riOJwRu2XJabP7UjSrv1EsAjrkQw%
zo#qy^*dq{o1`f;oSNAQuNLbIr!$`&j@qGjSE4Q-Xds+MY8PnCt(uA<^nbDwP&e8ZQ
z&Sg%K8hinoaLNGtk8y{!WyzVo>UTE70n*w94E|j2%*0+3wEKiy;w97R<3scJ)^je_
z-^5YE$7+;k-bwqJN<3|Q@blgL?5Al<r`0wwZL(|aPW7dk)qm8%Mz3YB@t8e$uq8Ed
zqj9f8j8t1|1Yfx;JL~SNGrkcYHfG-Sir2=VII_g+ytI^|_fpX#j|^k%P*>OHcF{@}
zm*SL<sY@e~dw9<v3(}H31AlwW)j>-mX-jrLTh~*QF|C*z+|&EicO`HX7i)>BQ^GEL
zImGZUY-KL*9fX=6e0A)%>XnyPq(eyyRVZ^EmbRNB--F`0Zzdc}NLoJf@|S1(NOBja
znDsVDpNB?iCPamkq)hG_ja@n*jKIE`9>DIj8Is~tgaUX*miZ=^Mfs!0WZ4NrxbTCq
zLzPGP2l;k)HV!o&%TBX9lV6pnY}J23#$m%T+}P>(PaCZ0Xv{d8oG(LEt(ewBjapcA
zC&j!zlyz(j*6+tzQoTKdB?Grgty=-V>=8j6o?bkvfE_(K-oHbS;V2DYVAM0b#>_pX
z(P5$Umz6?ScAXl!v(Xy&v){nbZ)+xew|4u##cv6V^ia+0U8L9&u*=T*EoIo~1IYoG
z#GwXLoHCpeN_WSCcYgVMeOcqGp#9hK+Rc%Ly(ilv=O=+8sHqJ4u{OkHx|z*kV#(A#
zkymL{-gfD>MQ>f{i^8rBqWf(jft1(B51*WC54#i4ltqRiV(HnZR_L7fRb6U-dK*P7
zHqP3y$^xzkuk-;dIh~tgU?q!Mp<jPt-KS@rXM2`sV70bcr}1Nl>7yj(@}03=NN2G+
zVzb`fbl4D2UJo>0)_JRenp&co((9LAD;r#bb@T9lEK&ED&9ts3#Tb3Y4pA_rl^S9)
z|73vik&S)hUhwcG4?WM2Y4=^-u8niX&PXt|QR*FVM8!<ji#9`!ak4C&>9`^J8IE3e
zGobuiUr`^US(l|0&t&7R({k)JWUsl>>VnCM`|?vC@qxzV{AOndnQao(KH*AOHf{7u
zX3A2z%Zm8M88>iM_Rz74C78!S3HeJT(apAI>f}~6^0G-mqxM^;s5h|HM;OX6OUs}#
z9Fv>0YcI;=V60(ue!h_m(I;VFCdy7jqRZT(PQV(rwVvIo*(ci%`}d-LOkv5~tNk8z
zgHNHml}ab4_LMQMhhWOouIui>h$rRvr+>Dl?b6Qtl(wB<5lT}`1jeY$bP4@y&tief
z$*;ia<|I?TNFY}xQ@*KkwSF|T+0?GjjPp~-ncJU3(u8^wt7LK`8S`O5Qle-zUS(OE
z1M*S(J{A)HVo@we(K0>*tMj&fd}cJ%(F@=$`{uY=@9xH|F2-m+wr`^|IUE)$ZR>5E
zu^Yw}hxwYxN*wD*mv3_zWz;!d9=cAApCBZ#K9@Xr8{^>Fp_|nM7bjDU<-_det{&&r
zvnX%A{ZOo)yQT5#Kw?FH{{~*9q^YF_UE0UYn&#pfqv3E6^k($AQXqjRi4_9~ZkuQp
z*t9O2#Gb_~!1Dh2U=MNP9^?{m5n-obAq@Yi?qG4lDqOaok%yJlJ>&er4=Y~?vXI4M
z^y-zv5l9K?BF1b3vUmyOTE#}r-u6yO!&|;C+-lFXZLCg#`r7vQ=7<{rqGB$9oW06x
z)3L0zCgOcGn<oVow@kT7`moAEG=gbj1Ti?jve}&bUG3vT4VYU8$LCi1pVF*6C8rv4
z*DmF(&=7i6RxZ{+>Z=a2fLT;`?x5!%%G$LaU_E71R2p$7J60y)?04`uV}#?aa?bvF
zV(xj4PCD^wEia>bJ=)bnvtDU}*@rSfVvd#J)}F)1Daqp}om6*Bsv+G2hR@a==P7z&
zzS<`Hkili)=aFc${N?Si#d+w8Xio61cFaWPj>o`(KLz}(r`%b}XY~MfLsw=oTf*G_
z0U^yr$SIS`TVP9cvk~jS@n$>K?Wb~vVj?0ru)yvQxc;L1H@IHHax|R8*O56`f4rkA
zA-@j@*0L^e)oa7E8{3wAj5Eg2@83z02C|LYe3xHtN~lP@?KqiIm8`ntvF7uhsO$SQ
zAf2__8yh#ZZJCF|sYsZyax*K&awmJoLWLx-rj*&zxh{nKc1P&^{rFEUX2y!Iai@}(
ztU3+kD#{2E@nKB)7mh#w6MeOM)Rd>O<~rSb*Szx)Q85NkrRhw8aHID?W;M=W;Qn6N
zL{>E9Vb3L>IX4A?ZPoBnzj!k#4Px~h&30CB9meJ<**%iATovLoc5txT)QY7|?N=HK
zDps~D*kN^h3itPU7<XQJKSu_?Nv)QzZr4e)-eW1FZkb66)B*8I&sRES-jm)~CZaZ`
zligaGt4-KLup5bvCJ%%@f!D|SS?MWT->A2Q!(L2uRvWcjjz?F7cny;d;TqAJM&GMB
zT&4IM*S%j&jOgJhdo_9QtFs16s3vNng2qa|a&)p^wPcprVn}JF5X7G1tS&8I8@%(=
zOR{`xFfU!cg+J@k1%<;odt4j5Qg#fRc3a6L<6zU{DWZy3_t<1%UZbQ2JbFYNxW=J1
z9J|p*!e%`}nC%9kgiCiseOEqlyn0);gT;*iofE9=(N6CIvdE1M{S6i^pM5Rflua&K
zZ8MjR4hb)$+sKlic46|vJj6~E8}-JXZn$D7IkVR@fJc0ox_J}-VXI|A9Ho$a4;7d_
zxX_>aeXIG)X*exCg5~AGwuwOKI-3ZR-&-^Ncp_qt^z~o7VeYS+$^mF14NeSSvRKJB
zV=Z>3<m8^cEldj-Y?|HYoS;)fX)>)|Xjy7VK$9nIH1#HVLXd=okKA4<swj4hjZ3|K
z{M&??-}9cj?CHn5GJkS|2hu?|!rMBQ>3b6f0&!;N9&HY{B;r#4|MK2C)8~1!i0qH9
zMKk~|3N%lyTD9gY(YvWMccS*HHgWNk0k20kiu&el>Ij#Badj&LKB!rlU?1~wx8~c2
ztOpI(rrS+jiQhn>PEH=R4Bq^MEr+&}{2xuYrrvE0RZi7vt{gZf-IA7=rE!E;DY%)$
z&H0Xsn~!;>3!$}^2$cd0D6gkQo(IlxLz>RG{fk?>r60O&)Asr?>sCS7z1@8G!<qn&
z6p$C3gt^+fJzUL+#Dy{E)X8jE%?k`I+t;aScM8v^Yfqi-Ygv?=hq%DlvHiZUK$3`o
z_kLL}EPiMdrIiWXN=|#jT;01bT2^;kW(Rs<L9a!eVlF67Fe6SIf$V8$ht_(<WCm4R
zQ<l?`Mgn9YILChbB|%tJ{#dwY8SY*tZvslu@-E{#JenD5qZ3}OYi>=+n&wnR`p$3n
zfshOly~_td9}YqPh;1dJ4_D3X!?vs&U8i)(dK=qOtTUv*)jYq6nCUGA&aG?jwK5hl
z-ckw&<dUsspP007H7S6f0(y+w{f=R%{xdc53W?w8A3Fdy*=PUE%RM4m74L0yIp@!B
zmg+9C1>cPb)%?kNS8@e#7S?({CV7UKrh|S>G;B11U#@NNla2l##^Lb6?!x!g3huY)
z5s52aT~|Ih19udv7gX=ATXn+1WMol+Atjf`AHqL!-Q_QmxjuE7QD=&qvM{0w+(9sY
zXVK8bP&u{fehJ`s)(NQ2TiaYWZQeNs$s#0ZuQ^fLydN*(6c5lT;z4n_R~7xZ<8%P{
ze>88jh)<=x^|S$Kpe0a+z)3Lv9>?x&&O#oQ7AxcE+!5EhzggjtxyyE3baEpXi;^x`
zbr4@*gNd;m2bpQDZP@zynyg%^7pd~907oO^zB7(-6y|QL=M4__nLzk7PWgfrAh+mc
z%#pCE0bglxoPLyxuPP_wt+uiOK{%$j(|7dd0Q;`@N}X>f-8araO`DI|s^ZI=-jh8|
zMa&f#3eYp}V{YXeA;!Aqd%>CVNSvG+7@N06Z0Dqmn;NwqYt)0<jJ`0M?e%E<UP<xD
zhsBLOV)5919J#SEn=L$eI^(48>XH}t!LG|U76*;JHkw|K!~iM@Aj0rqofq;f3ZSKA
zcsZd?D{=>}I(U)D{AZ5NJ*Q)1j%gOv_*LZ3xy$`)74$hex3cO!w|Filn!0klpZM^Z
zj<a{{xjvAxdxf{>Ub1^FcJZ6%JE>ADqcqmd4F~Or0h4e`s(#01+Dm2|l$?>>JFDdy
zu%(RQsz(3xomX2am1bSiM&lbsxP0OO)G`VA6W3uogi>duIXt?A&bRW#!5D~RdnKnh
zndO3yECG&up743$3jE&Vd1da;@sCD6xk6RN-@b18B-}IFXcI)Q_n>WcK??2oojwcP
zFeHChnWMA9t-oYp`itaQw;ZiBts0b#Ri9JWTD?9#Q&5^fc?HvG^f8{wg5LQ`7`zUg
z?3syA*wpLtCAWpzcc<%2#;PcVq@l|<+$Bo#nR)I%56f<}R`^;O9{`AuN+D}g|2&>D
zHEep)`Kv&kSBk=gSUsFV)c3l|=N4P^yN)aMmX{e}1!tdvE3!Mf9pf?IhhnsnlIag+
z#mNU0St#T<=R;otCD0v9c{!0W!zFlkd*(1VUL`lz+{m5tWZ5Gf{l`r8pGjA1PH^D)
za$n?BbRsHF2lH1D9^J?Yc49dGI^udn#Tk)`g*PvD50{Jl;P@px0>88bPg{a-FK5m-
z4K`@o!**m~r0im9K@p(jAG<6XLcDM@->gz^<>!9!eUQ!Pwh!?uCeOp~u&7|r;qBAg
z3py@Ah!DRM=P?L9u1K#haKW6k?w7WhXw;HveH=#ik|zc2|Lictnm`ubc*R%x6Q*!+
zeo&=G#&w7-_nrYy<pFEvt%^o0@z!fX>S<f8b$~Ht7`HKS)b1X5<OBem{UI>2uIK$K
zN2jq@>lFJU$Ec)4acQPK0di)sUY^l2(%_wxV(+Was{<o7eGJ~|)&7Ta_S=?)qg{bd
z<~m=x6$qGMZmx%XOK<Q7YYcg9cLtiu5-#6d4S?05-h|uC81>!?8w;4PFZwnk?cT!a
zU^d>>g(jVN4R4$g5&@&x5&?QZti^fR=eU*o&dEgr3BkATGaGk2-tBwIdYty-{_y<j
zni1NjOLlLRBQw50yHg*M^qorM>n&JK&hUNFZN~0InWEN3L})eQv`&C{^J#3-Eu;3z
z==D-rDXpbJ0#Aa!U&Q2tHON+d8(a3}rV@!-_LMSQR06UTTUA4Tc@f**MVK}9;BP|Z
zQ#<i0&7Y7J0J`XzwT(@xWPgQ4kt7=?kganUnngZ+Hk%J{rbQHNKVx4ut<C#B)IS#&
zH+8JygjOm->i}+|FV!uhWPiLL@9j6RJX4m{)|DaIU$&FYViBj@OOfx~=bjXkALi1Z
z@t*NF-y~V~ySO+}g7quAyd^Q$4jt4>f`2f&T;=UL-aGGF*<HIluj}rnP2ST9s`$py
z_JX7H1+F+-F}vZPGvYXB{}@(xhMUDq1+}yT-nGtfapborvr>!D3W>HJe}eD)<zkQQ
zFB@YFZ%xO4nmFqg#bT8y4-cPrV^>yR)kMy;uAB9*gv7jARyV+KsClfgv}4qpjowy0
zByO7=Dy_4M$or-N^RZB0A~%(O%L)|}Fj(n40JVtT)B}irlRm}vgW2QNGzS_MUJavb
zNW0iO8X4o7Mn3-EM6v5v`1I?J$1ft3*wWqKF_>1Td^*GoNF+llQc^V4Pm8gE_}&Rh
zeYpyOSAq7j{I`CD_Ifhz-^|x7@R!nrXAy(++=LAcL~bk9y1lGI8p*E80JZu4$RD)$
z^zi~=kWN>zyJ1t4Ru0|MM|Gqx`6uhsJ1mtOg~k&Q)U;N?Tu}vkd7@5-<R$$kN%?@}
z#}9=lK&u2uwim+RH!Mp-48iL(qFAuv89EWYlE`>+nzs-h5XL}fpuKP_yKT1kp-@Li
z&+;gFJ90d{y-L7hR!-!!yR-PQ>cl34F(%*+rEiJW({FA14_DtQIJnK#!Jamsm;CI#
zvQ9tSZzzyoI}{K&_F?M*3SSje8>%f~g(#^@XJF2i;;ME=fS_MS{mA-`3+yNOEIF-R
zrH9~JG}n9fdk;kuyTZ$~(}W6t<`!ph(ISPzcodxqTcpl(e<+`G^{n(v!$`|c(lr(}
zyW2?w>5kh%VVv}|9s6(Ij$X&ke8V}u2C0LanT^D8mMxMcu&HYf*^?aI%%)Pe4ldH3
zvPy^EasKjc2Q|aMklqARZ3zc|m4H01)bQ@{8S_KJ?WNgcx}Hy%d!91zVwD}74@2<4
z?hb#crDHF4Tuygn`4SB(^D^15pevUV8oHW$PkxRct+ag+Gi|qf{tKl0JjDYJiEw|+
zF8!xuM)eXX#QZWXr_SZ-YsBhmS`NsoF%K6<CpRd}2AKF0RJT06u)Ydhw+wtVo^LXz
z4HK21W0bNUo83F0yBCZ&J41ygo?$)q4JN^x=q~2taQr$a7OA!?2ih7l@Pk1*vnct9
z#}YxEoBj%k8<G!}uRLLmF$l@`EgrtTil7)SKTz!bxa1eJZvFD=&G)OhJ3;72)r;-6
zY1{3T5&5tU3I5FmVG%4x=bPoo@f{-P@CL8=L{b6Y$US#Doh88_^|2n6v8nwq9!Sql
z2E*fmqN<{18zYJu`<V-awGtP{bl#RP+iAr$aLOX!cx_-N$t`a(RHqF$yP7jE@fCG}
z5WL-4q)K^xLyuF<aojL)E&mX0{gdpdcia}gM(|~|ZKoxZPMM|o-~C}r_TM#n!k4h?
zJS6O*YIz{~a0_S)p2XWUXxJ-jXn=FP4iQlEGb%C%(_S6=c(Ke`bs`Wau5xyG&fWaS
zTinbGFd&xgtDY-~oH3$N(t)NH3onliNqd9m7gfjEv>q;wecsqycQ9dlR(mYF1IUk4
zi6r5gHu^2!GQCFBgsh<X6OeaL3J#BvxOi(tMkw-|J)rDfS>3K=M;Lt2Yj8vYqG^p=
zHwh`|7-1RmPeX4Yc~)=M>~9qg3%ew11<1GS&hHi~#84*`JGx}u&<1TuJAw|A?oJ*r
z#VUJ+@raSUcu!_a%M3Kio#9af{1HFkk8ZP}ags{D^HF|(a%iek03Yl%Fu^hXAE3W)
zDnRT0A<2(wFrPDO@UKkS#N%Z1Ny~#eY>T2z9+{TVEuoYV@+Jl4JK^C!?~C3v)mzPY
zo`4keg_}!=fP!_+wuA4HqnLZ8P}|Cj#Y7%uTxW60VP|?ns8sdvPwGNP{{olK29k#e
zqf8`bfXJYOzr3pqy|NV$_CC?Kv*_TIPVVrL$yu5z2z0qz7y@kMeL{|UQ&V)2doowk
z1t*yOwc9B%+%mS1B9>}XqdlfsTi>5yd9Wx0+GXBK-2k1L+e*IAFx`GLPod-hH}d;#
zdBjagFewjCe4bFb;ybwR<mnoiR(|+Is(WdP_#l8GD@X0A`j|KCQ=-G^PX!1m!7bkg
zECWx`8qn*ZT|nonW0!vK=8E70>j>e?%xk>614`4^3m2nDMBdmSF!`(fxNFt~kEDs_
zm4w9rN#7~ycV3W<29RI|evla(`0?jcg);8;T{h5q;TfH<NiEAHNiewazBf<V=VD!_
zuTX9~pwI27_=5v2RtvOBI?0l2TvKe@WNfe|dWvA{-ZmIxGyRYBjffnMPP@$ITcQu%
zD~t%KhqD9}Zs!MOy6Mq^Xa;KSmIm2v4tliH{71-Fp;LhUxoHh^z3Q>*^YRV72YVrA
zI~a+zLT=~u@EI>Mh;Y|b$#)y4EXK6I_iTJriD5*nZJR8>dO~;_tP4`__W=TOX#f8!
zAaR-zx&}G=@@hlP#?}6z7-acIA&CU-FYCBX>`E4DFQLM0U$NBw*fCYGd4XHHWa0c7
zrDUmk72Ue_EvvdA!%tmYdXxEVdTI87yW!z8`CbL&hwl_*eDQ&qq{79g(5@$y4I(qx
zGa_6(0u~&dlfsl}<`OH-tnvZ|os*KbeBdUEp1hVqq8t#o7|q}Rf?&Jv{{Z#c@c7Vd
zf#s7gUtU_)LBlPB%Y-UhD#s<|KQf%5roB5PwY8N`KcD&}9jRY{X4)e7i8BIW*B9Z!
z<(ZO@{0=p=c$@7D$pS+zM+=tg)U@>reXSh|kY^qP*JA85hky30_TDq_GUtVuj_-b)
z@JBBF7%F;jHBX(;gi9{UTpTs1;{?oEEAxQ9BXpU=4#c({skd4hG=cuioeAbka>JRk
z6elj+D_nx>1!1M@^UVj{thUJd;@Wj7?_FvpL5nWQMLk1@qAFymJI6F2&&0dkUWHod
zA+jX)6%)VLh%gU0Z!(5+C!MBuC(Jw?ddcIA;3E{8enGxtfl@$*CtyY1Iv`(0^nv;O
zglN49{z~;dV;&DpA$#ILHuxj$Pja?qtcAB`GPxm8L-#s1-#_WBt4BPn$NVeIYL7QF
zBdm)gE7QwhvuA|bJT;33SIVq5WrpkFo%J|}Jh|~M80mn?)${@E##IC7v5V4impoke
z!s1c>Q?%lTGG{PlzD!4+2o3QC>SyB_#$S$lbRRtxKmq!fD{ALbN-IXt>jd1;!%KXz
z2$=M6i9<RL1h_<=zL4ul!xPhpDC1|S=56aM6((!hNotFu;>;yQG-KVBi!}V}P?;1n
zJ5Zz3?#InQNTL3<3!`FqTQr^R7%A}Xqp<^=y&q^;W=cd+Ml&U*-1jBVHa4Dn8ScW0
zYp76}y#uh?-YTtALr6|~p@41(OQt@z2p0n@zWCPK8e})}{Z*IUUZFjMR_!M^m+1AR
zgFRv1Y|bq8fTyKGpckC4PS5YqJUh=^(FY2*H6y8`oSKb!2MZAn2s~QE;QE=Ru756#
zj(;~}6<{O=n0MB+=LXbt5VR$S)2oBb_nL}{bI~n+HWH)eW{ZfFUDR_9l-wsN<`Ins
zHZN37d}MfjQSyA-=`sLejuNpl-iBS|zrK9IrTg$>s+VsTOQUVI=)Sk@d7cHMB*Yyh
z`xTh%Fsg>m$8yxyf6aviigqz$S{^eC6&^opdOf4xU~CAxwF%t(0=K`KuBqnpsF^tJ
zd1}oj=5+yY_u;}QLT$FEAKb$seJ4sTXn9A3o3lM*b+7*p?)i|R;TwweYsCI!e2GLr
zwm}kL2K@F~MyEJB8?pU=ITmtTfNfp?`qy50$egPm?UM8*#@x0{k>-3^*W*Q<j{8c!
zPvpamUl8*iF?KlGzh>F(HxS8MmC{a++LeNZCc)U--xQjCX-+J(cpk)>Qv%h3URkL*
zJRp1?cGG=#=IO@aPEerDDcyoFo*1phNw}EddOQ;+liHE4x7`;{n(R%KJ!_GDXfmJt
z;ds(wSj{U>(?VMNx5Fu_IXRl~#s(Oq@PJUZ-IgAN9hA?ZHp#m6E3S`^WC=Iqy(z@=
zAzEFV0_zT`XH5ZOHa`aW(iLRs(ixpr1#ejYiH&Yl@?$H_nf6V|mGAILf4jtaru=!B
z?Qth=74ikYSX$-)wNoWvn7R9Dow@R?v=gUojEWpi>0F&%23d7F9q(23?uiM#J%kB}
zat&42li&1POwnHud1MsC@9U{^F$vmb6JUm#Fw;#b=37SGArA^|mTP#1e%_SV%7&e;
zY`BNuRJuYAKVu&dI0qu_%M|nK__u9tK9?jg&3a^Q{;f*K0u&1#iK9O0r*&lZd}yWf
zmfm~m@76`*Q&3n-r?Nu4IHV)?Ec+RNYg;-Su>V8U+o#XOJDtj!N!8$ncKyKxlXCT#
z4Y#$P@EJylvqfX7Q7&=Ht${ol3243v5pBN(s{GMj*l<9)Gi9B6kyn>1oTsL<Dw*3<
zHk;cyWho6HJpEFrB-eo{RpLnF{ylPR5;A(8Wo-2RBm5!GI)6r+nHfDnk8U{obkbM0
zxMe0tU&WrATWOxv^WLXhF|ko)PloWiX>!^!ijOZ;AfY#*lwK?slOgBvYnNa>FOlv>
z7jTB~x{c`YK#9&<SdCJ|(wwIWd<490n>MBkx&%0_7bX)*yMRRz|DiVTb8EtGo!l;_
z586f6PpD`nOeA@a{QQA!jJFXSPlGS^N}7KaWk=jqvcIJt*~3vjza%)}O5T3sjYPAP
zOjg~d20ifnj{a+oO0T@m5ZnYFOwNma*t)$#{L#qFvSXxbKGnl8&IQ?Jb%5FHt4H*|
z%&4S8&fNgwspeNdBnt{Ve%31{I;SuGB@A5$xF$ND0I%$<L69!Z4}Gup2I`ZGZ+8om
zONZZ?8X((rILuB$lBbr<51axp)A*B;pAH#qR#qF^ubrBxG=4PUXXr!*Y+|HFZwq7v
zh=J0W@}y=5)$>;S>7?)Dmo?AWbRXdA6k=gEP1Nhz%W#hm`-?qgEA~Ue>`w0$BDG!!
zv)w3-WxeV8s%N7s8D#UusA+S7Tlg?Nq14_p!aaZ%3b!<uP%s2&l^0lZyO98Q_b5z9
z)O2{(vVJtpjXbSi)cLAwa`HoRS^Rfrt%_FBxGlbOiX2ur$a6o)qA)Zo(O~J=-3#td
zT$IsgR#uv$#|pl?FEhp@3<~OZ+5Bvp^KPGeiFd50Hi9bv4N+^pb2Piq&NcAgl$ClP
z*v|{;?3}_$aJ(&0EG<RY18{0WKBP>{AJGR+?n15bxpH*+eBFL|QQC%>;+Nx|XD;&<
zmu{-9urQ+kpquyFN-{X2pK$Hk2V`M@^Gc3c*50a(22p%)JB}_E)E}7U1Zl*s!YsL_
z57>L%Hs23kUiz5#ojtee<wUP`*rCCmz!cX7<xQ%Vu~z!BgNN)XNMXJS)y|NsfGQ7H
z+U|a<?w5?5!b*=$hHk53suLAAW_IhAcKbA3GAcogo-66=V)lm#KQU!-{r~j4bu@g2
zwn^BrYu97pZIbnlyvbZASwrqLG7k}$Q5H3>!_nn@^u>+@Vj7->e}8XZUpc}Z1o6UT
zU610P6MJBO`L7gBq5&x)9V#A?k$*j-0R1FaF`~lOX}ns%FseerG|6i=E2!wf;$&}v
z<XnE(C2R8})<Ew8zKUCm<7Qe7sW(A_Wp+a78F*mC!Q$4l{A+toS>0F1O~&p=hl^=D
zc&11--a8aE4COQUScw;xwy8tyLhYn7zYh60T<HA_#Qntm_`BI%vSLxOhISzS9y3&O
z@};cOHd3q!Ia#H#wYM51(w4;E&(WE1737FbXb>F$0lerx!eg%|#C=Mq#*J^;_p7k8
zqokO)3Cd)y<^Uz#h+y+6k_HVJi<Mb`c*8;2r$gT#VKtlgY(czL{ibl^?+o%MYoJS@
z53{LYOJDd>!Qkl#TO7)}ohctrSFLr>`r%;P@sgK$D%0BQ(AKLK&M}R1V~@5fy0^Gb
zm^*5;|BMfvK!VwQ&*~ti*V(rkG_o^Jx_biy<V2G8wVvI5e32`YPfz?VN`3#E8hAn!
zS70vE@N`ISvh8j_cGA6iMZa3gu{T{c8yczN4S_fdx9Y>u(MB3LM~hR8x}UvbV)C7F
z`{UO5RgY;qPI~s_x3!kn#ovEo0(+TE33yL+qeh9%1DQVwIQr^_z@JzH9LlLjWOzAq
zQ4YEfF|E7Ld;6;q7r_f7<qb+DrB8D&?TOa}>WcPc0w^00YOOAMFjVgePsWSIDsR+B
zH}AkMYMr0H3p;2Cg2WONa@@TCh=hvLpNL9FUJa7pj(El^Rn(j=+FIlH^yaQLA;03L
z9wVf9uY(?_7z)05hX#)}#Z?#wlK7#kh?ma$ni*~2Z^78SZb_r-w4Dt}ij{abgEW8D
z!#J*Gk0+l*`j<)uO6|>5=IMuDbOx%FF=s6$X*u4)^-c&7N!-G-NWB?~qlk%&CqZn|
zm-?3zFmTnAx|Ue$YqZ0cfVK5Z3D0<s*B|nv&+o$=fSdgY_n-?T*3sL=+@wU>GW3m$
z!EOrNj2#C*=ei26g<P;K%iyIR11-_%$=m|jx-#@>+P9bIFpy8!cLX)O8^74TK<ny8
z<8`(3VT~*Y^_+8Afs0|t`#mNw9#;`wAI8IKDd49H|5*B}VOXDsz_BO+Hh5~F^u<#f
zKEWA~#G4Sqy|q@4m8!X$2GT5t@lV(yzrc^-^PAc@Lo_(l%&Nyt8XjI`@O|upo(q2Y
zVj^i+3Z~#>eK-`%lwaZ4Kq_%$Ju@=w?4K|p;#5Rguj$>`e7SM$Tb(=2D-kimQrvV&
zmhFLzJ=?g}g;P!&?N12Pk-o;3D88fkagdO)Z|NGkPUg=9VyQj9oKgU%`C<GoPGj>Y
z=YIA$s1xx_6c1=Ck7R7WZrx6FaA!@v>jrr?Zr!y#eKnlaq@kbGfzBU&(f>pqD;+sI
zdxcki@qu}@a&?J0FW-GaLfM2tU&G<&v6BZ7>*+@(bv9}Bn7b+l)dv+`>%xwE0_VyF
zFFme0GVwVwb=2({((kg6L1sPc{L`nXc&^isWW=oAKq4wyLjFzo+W&x#R4<-h{K7av
zL+WFdgC};jpHa&L5LaQ5g~lOZ*sP&E2J3v#4djYLl!br2A3#kz@_xsuUYh`s+oeHe
z2-WU~HC6QZLcIJCE>4UpXX*R|d7`#am0ss?$tSMm7Wof&WdqQ{0UQFj>3H`D00<^8
z0N0>joS@m3flN;p0jxkZqyIkh;CC2wjOq*jYxa+4@b8Y;jpvSj`J)aHwi;Rd7q&kC
z-xW;&E25&h#q)8yRv_CioQL9F2>+vCRKdTE?m4Q*-ADWN4cIS$uqZFzfXyOj3^IX#
zdTgrvdG}QG|E_lb*J@LP{j(hdm4SIqC~7k4Z_vhc_BV+8cRzRgj;N}4X?A7AY+nL`
z(I@q<V4V03;Bivrq&@`F7Wn{Apnr^<2CxF>z0Z<Lqh;a$Ef%0?10Le<Vz0~oT5Q3S
z>G@tMaZx2-GZyKi3#>;^@c+L0<kzcBhUEkgXIFK49XQGH|HG^A!t%p-49LL{z284d
z^$8$f^l<>Up?GX{_M1TE?32JrKH(eLuGJofhV$5I4*i=t07Jz8uT-r3I)f3qJs7?_
zK~FIels$O!j}%-N`QMY>`*pH(WEdWw0lZm?{GT^zln$^f-0;P;em@fX4OaovlEUNv
zNzmc1GieUUX1V(S7<WRDRcat>{p(>D|H<X2nw_=mDAy^2p5&R-4848&&e28J^EEsH
z-vk$8j>w@rE8Ddsb|5D)&};d-LMnyCe+rrt5Y2f;#=7*{Vp=_BW=9vG&R71QzuVug
z717qB*NJAySN?;v$@#tHx!K8gy(s-EKKb@D6PEw}Xy@0*Q0AW+v6F7r4iUr;P|{yX
zQ;A^$e|}G~Dm@-+@wVM_i1VOs-*6)dc_^oCAo**(zrOo_eu5r)7dZdjP`_J$PAX41
zLih&pLa_dTU+A5o3P<%z(?_>$e(8>*O9rnEXuEP|<fnFQyrgaCed&9SU3H^fr^eWX
zhBopm*HnuFGf|)rnO@)BaIUJgOu?y>9kQEMw*m07k8$dT5qz5&Iu;*hq@JPts1qok
zty=&9|4@QoXGo7w`L=uy#BX4H7H+ix9te<*D(fM((sSwpRhYRAw`Y<3*N8b2p5N`a
zB$ftU`8DyZH}o1G<Z?eRdhMa#m00EjI$7l?*eJVdOujq>m|`!jl+LYpe!<r}ab0=P
zCDnIDvwm{lM?|XgQPZn7n<;)TQk<=4@PS^@F_vfioLN)HbxgA*zEY+(^~AOJ;QQ3K
zYkgAr`$7_DHtg`T_GSzVxA$qrwh=QDNcre#qsT{Ug<I<|>8+hGcl+XSn-M#|V2uj%
z>>fWnW`IO@d$IBn<J!e7-;&;Gre%`}U0K4Q49JtrEc|53d$hQ4{hW8h*G94CDQXjJ
zjZ#?Re#X3~Md=I;VdLE17{l`@eKNs92oHJXa0Ho@_<y_)oKpYY;pHD<|C-)4<%o)~
zU9YxM(-Hi~gXE&-B-GnTV7%QQ(;*5pwPjM$;^^#`@2@xLs#*n#1f%j{5~T5t)GR+4
zOR#XG^D7jnMn(3*UWeN*SGyY!Xi3dGPdVr-jC78O7GmyEI@Y)9y;y203ZrP<(mP5$
zYL;(<s(X?P1<7#fC^}JzE?3@pcCrZ6_^4drG)9floBCM$S#0fGrI(hIG_QGly>m=T
zKq2=aF(BF@p{HWzJEgC!Iw*6pxi<Q#Reb?9SiaR?HO(n&C$&n3bQuaiYQVUylm0a!
zH~aQn`lbU$#C(ibN_5}QL%_~BJN)JVp?qE%y3ZhOQ#ijX@}2(z0v%A0Hf)vyD-&KX
zM?2UnMulg_x)2)>-m4ev3bVzyB1!gu@0Z6*%`0zhrolmP;cXw7eEhQq4^y4@Kfye{
zh}^j3Eu%g%&GMEIR5Jeyg<BTSLW^UIPP*@Q3rkz(KF4{NJKkEkdzOU8>Gh+PL?eDk
z+8Q=gPO)koU<a?yzJ~m3zP|wqNKZVYtp&fUtR0szcD3NBneuO=Co-<jk*|$-9>g5n
zep~6vi_?0U6w?=;Q-2boc=B99>G`>2m)+$$N%9qbxx6pO3wmaPcFCJ^;fUDz6H@p@
zj*eopVNF2%1p+hb#NEbYRuaEtv5b%F5DQ;5d}6(@XY3wW0HEAJ^1G@>ZNEO2{E~E(
zhCs)E6<RC07r|c94sk-t=JxC<>=XC&FV=df;63&hZeSfrYf~|+4sXS>$=1+1J#E>R
z!%8N_#BjTsnrdmq5w-APfCiSpT9oL_XOR*F$t(=1w;KzzWycF|x84-y^^P$3(l9WS
z8$B=^lBZU_4i$&B^L}kGx^N(+-)106nIExD^T1(O?R%H++yq-vpQ&q5G+TL%UJVRH
zNN3eni)4`>V}JI`yHh@HgUK~}cGftjMOaa#6c)<6;-CC@yyzu{wz)SY`m}AqZWi;>
z7=urg{xYB=98;X`7mjpfa+ph0N!%uf?QeW>2qe~2B-wmS-GpHa;zyuy;WBUiHwtYn
z?SDE_q1lC2O~^jfa5>y?_HKWx2K>i!9UER0V3P^AMHrW@fKiLk0+c5G%oL~U(D?%!
z;|AuLk21w-`m}`;->zN4BJKI|suGwPREzMW?+R%@Gh+CX;x73(byeRbHjxm}QEl+_
zKXy<S?FkOuqB<J(>)O?L_(#hEXun_=CyMH6y~0Sx=u3`DDP`27UH-+*Wp>lH{Niq6
z$^F_<<h3Q%W)H+`gvVP1tA&g|#$N_6L7s0urGrl#buOzxzok3|&2`nOb~ua7S{Dt1
zZdnR#3#rv9dol4BJ8JiB6nQH|+S#mBht?JU;BNsr`i){y@pdV-_^6nfESm7mX+3dl
z#*8z=2ZDiuQ2}O$VYkt+7d3N9MZ{{_4`v9Jx)e;;Aj2H1hh2)4Xt*so70`PqZX6+u
zo_8~Km7Xc7nVeV&2nVMMZF<l7Fxp6G3vDoR#s{X%`8nG`qx1&|7K|p1>ND~{j#7Ew
zN6sOlV%7OyPqTAV$)snH61znwV(0}{(Mu8*uQz!kulDch3^iyb70=|$CXWmiRSOM$
zO5r`L<8p0B63QABY@M``N9d4^1&~o+NYWC=0WqsHI*8B6zJT}L^nJUl1iMKQwzmoW
zmu5fBU0Udb($AJ`#KhG_2@Qf?h$X6<N#AOD%5lC@Rx@uvLYgP-bUY{<`2(C=(yJp_
zt(j~=om^lT*46)MadLK)lk9#flBOyz1ZJ*QS9m&X@s6Rx&TTfsvAp8rVHg+0V4VA|
z&kyS&&{=j<&N7ta#pUY#k_{~L(8B|odCK6SiB}&qgpOSIz+hEjWxB#emw-PeyeF+E
zq-7A(eIMW>7~13Mh32lITLL+@K)W^z%)-Q$kiEi*A~}<TpS_9bi?FL_X8cYLKgIS0
z3Co5vd440A$gCXj)qdE%=L?Nt%Tau>2;l$lHv2S($k9UvbxF&e)w58>mkp48<3?Kj
zq1MEMGrrC&pUUE{9!|3S0Nr5E-HA>^i5BZBCN{d}{0%x@0IfNO_-mo7OL)Wa;z+{M
zR2br@d&2Js*RQ5X;XbKOPTwdk1}T1(u|XfWcua6Y$6J1Vj*VM{jEsA1`B0dYgWq(C
z4N;AEEC`Wuu4^#$RkA#;?B;JVy@+K3YlQlv7sPj4?(#~FYMpeF$PGse92ICQTDR4h
z1x1ckMGLRLU`y0Wo^QWnb+IuviJR5jy-teKj;y~DW>SMNO~rmS6|RI=eJU@t&bpJV
zoigPTL@mdbiE!~fo2{C*k~waKmr@34FJgawFPrQ7=FwoMjq~5XShObYY70;~Ua1Qy
z0js{{yJ8uT{ub@eXu+YDl0!zOF1=~|2#ct%z1bFz9Ovr7kPbmcYWJ|$vNvW}W_lFv
zFK?XVQMy9(&5ZUngc{Ci-dyzu3N9<sv5in=onx)+W?ha?vt%i}Z${0>t4ok^v2Ay>
z8=;i}DeVbBR%g2^xtuOelGO`Iq}^;h`6tw(0-975r%5(FYmVd{F|OMS;XTM6;*u&l
z)aSycDgqtnfY6@mD6~hp3=mzsy$}iHz?BoqhzCmcyw^^i5q1LDI0kY*{<(7Dj&-u{
zZpLgB%b;-O%0*-SnvtlI-K*_1lN7us6tM!cw3Tto2Z;)kT|6`)Qvvc1>?rDNt3pE6
z6^Bk@H$~50e7|J6mh&opQv9{Z+w2mB#N?x#dd*C`a$dmRN4foV`~~7r?xm;4n(AK;
zOQkM7x2HD!T@BKLyvnf9S4f=Yd!$xlTR1XK{LPbE40(?zUXUP3su3)3CV|xnZ)Gk`
z!#@bDf^DIid7U!A&GM>&EU#kmQIIAJE!+w_577$7qcx34POzoB!@>q)xB>9P_Zkzw
z-3BS@0~WH^l+N7SD>KNNGPx&3L#Go4V<Ufn4`4H$1%$>0GemkW1xU6`QSYK5`~`I2
zFgZ6vocAzJMe`8fa|pU&3CR4F&eBpKGuW8=H#2AgMlLwa0mUWAhtlRKu7y-a2NQf#
zo@t80@BP2?YyX`G-ue>#Cj%4WfsmzWQLC0$G0_j^wX~g>CQo!OI6hR_6&$*BTwwa;
z2YsW_0&$Sdv@Cw|?4+7e`}{jfE}vrEe4~oXwMI_zw`nuR(PK;mIy0^Z?uE=Y9~AG{
zbtdU01V_#J=a<$Q0ue&NnVOF_&}j4KFrKKtJgAhnylM^CmOI5+z!hFUtlc+i5liWG
zr5HAX#RK;H^eJY6KAB$r00y3YC;If;lc&!Nc}5Vw7P@{uUgE_vZB1(|(*J3>)%#Lo
zzVMH8*)Phz=s)!o8<JkLl#Ia&&!js86g?h080+%#w3t)Umj><!6?%qSXiZ4k#A75|
z)%D?gC@{^d06Fht(Cir`%53Pti#1G)PC2$Jn6we&1ve`c!+?NtqJA~|Py)2w1ttTu
zW%lr8LtiUO3^7aTc*%{dKqnuzd?S5=w*}3gY0R=B1no~s&h2J%7^lyovJOObLjZMw
zrL?~T)Fq7gbQ(yZ33mS`HfxU}D$;#JdBUUor0;8pUhwQzF7Lw#4(R*naww@D*{IZ`
zEZncUqv%F{-MZF$L&H!GHN7iHo5!u~arp{rl0|Zl)*Ku@B{wRa%pTQGuW`8I_$wQc
zflh@nl07p@n^lBbd07#6BGb2lNLgIIJq)5!=4G#|+EE>iLd%m%w@B-9==AT{lVvz+
zjr^*-ujV;9x>B(Tx2cjQ#nloWBl>q7`qYU}HvG0K^dENEn+0#m!)MyHOk_TmBB@eg
z&w8>KFB;KEL)#OxkarSLy?=>KFij;1rCP@#hG=n|OUh`5h_^I;N2L{HaD!7b+!PYO
z<w7f&GwAblNv32u;EnlG9S(_60JU&Y4c&=cb4%vv1UO6p@7&A(vlKH+URaXz=qkGK
zH-W@EN5{)55QwP;!mc<=OeBv;``0z4iyLBWnrF;5#Tz8P`{vK-ecz?App{)F?Vh@v
zdzLJ9-@vD*3L*MTM6MO=XYn#!Xx}>wLre4~EPR7>d};ZCbAHWVw)z;*tb<>gmHkVz
z5J^QGof%~Vf3x$ynx#K<BOxRa5lXLzKz>R{$xk;8m;XPyHRP&S57n6N4D)5wNk<mD
z#sy?A$}g^D-HJKr(iZWSy_zyhOt>~#tzqFfe_|Vm%6Kc|2X5zUJyQy0qve8l)qA~`
z@*3SP@l7~hB*UvlZWm}gC_<HFlrA2$uu~?=O=aAS=Eukl{D%sZ$#%yG;Tr4IGN$}@
z8s5FD#UUc%`icD0HzM~?9fDQK9d9AC`Ne@?LNRQG#bTANP&DxmgXpy_WXejxzk{JP
z#lURBs!-SjExg;T@lH2Xb9|{Yf_?`1P`(b-3k>w++8DR>Wli~A4yoaGzR+U6J*h(X
z!8^NVQt~sRWw<D)?K;5Sk-ncGS-?eOQ|kDHI7zXJ(LVdhL;)b<G}!?|(6QEFAp9Mx
zc*q|+ufMC`wqd(#MwCH^W?>a`RyWTrv6a6}b=9*htRsy6!~}m5lrLNLx44<iOPS0d
zp_Kw20{p;4LWyJP6qZ>rv5=x0^A}!nJ@Pn45&e(9D?@No1w~f!bvs&@S~U*YzyEIQ
zLZ^3BL?zu{g+G7CJhi@bTmlr)|1LPi{)%EsfpDfBZm3A(;b%jS;|01E<_$GHADC30
zzIU$Fa4rffJYAaVU}+zt_?uZGX#g3r-iXtsznbgMCHIjt()w9*puE}pC$qoeC7Ab%
zN33L^7Te1YlwfS7-9KPhy_Uq11ueqW*p<uXe4T*g<_H;R(d_LX5KVlvy_Ir$nXwh0
z5by0FaxyL?j0aP<MRGm-)EP2BsKS0&I$2{v0e?cPBacH{tE+0njGstGGUeA^qLw+s
zI}I}oPX{Q}9@Wcl4G0U>G{Or78(G$0*R0a^^VzK4m*d%oe7EUBPM*<$Q_``aOv}|1
zsFknF8$eg9{_opTTZPd@i|_^u;7VL^W>_{h?!f!%=p?mU(0p+wH%$95NVHUYdvmmN
zTlAcs*KfaHd1T1E^}0SY<vV0M5C2t*>p+8dhh#yeqW9PHpjQVp4Ajc*fD3%<nR0(+
ziW*1oSpK+8-S^GqPEk-q#XjiDIOXA$2iH-UJ1z$4O}e3pGK(i}1shDb^WGRPn%1+e
z^HbkSStSnm0F)BS<fm-SmQ^Hbc~JY(w=sU#iJa<B+)Z-`Pl)_>Xswarz2VIYw7DjG
z!QJo4k{C2Y4H$BkvD^27VMk9@@+Aq5TLY5_G^v+M*`QW$xPI#wi{(B#Xb>%Fo-&1K
z9(`G8x`>F3%GazD#EA8**CP#<*KLzO)%Ck*UG|cjt2<&Su~;_TnoX4eeZL=DX?Ba9
zAXpS6C1ya==Vk7)asV;WDQGh&?DXx&%uJWUPU(V#eIojc>Tz;-Q2e5VU_umi#`0s2
zn9Vl+n1-pfu(L;Om8<qXmD-|TH9(QHr*%%Er^m}4%g$HGu#1NS>>upUH)`O|0C71(
zHKs(3F)Ryv&OuVZWRhA?eqLmJmc+<aVMv3EFiYCU_iTY~P>!tCSkn|>t?ZfqbucOq
z0S8mt61@ntCJu?S7<ixTGD^qsD;H@#4*=T+HJa<OifhSW$R~?VJJtDf7j~Ae^0z<X
zy}>}2YSZDpyXZp`*iWNw-G4%*S}RT&dnl$e34xe+s4#XjV+g!96-tb12E2+|`wb{(
z%zg-u?}IRL$h<QI1Ixf$)cmD@tccBhEnJUHM+oi&wxk$3e)$6A>Nf1**R2K}2)*OZ
z1o8(Y#(=YjPcnuP2ljhrqMveBq7+$g<i1{hZ#$&oR~Zc@RY=CK4LOGJS>DyHtM;xl
zGz9rT(lA<EwNPzuAYO7Z-A_y6_*$B_RFHz@?{b655dX<NTl*%88e2Z!wbeieBoMHk
zIkx9#ge}wfYp2EA#3?_I=kp@}5i7HP78ZIinX!six^M)8JmX6Npk7I7<liJhju%KG
zx>^0sp0m)vJ*;u)Xc?-q7~)O%=l{sJ*SNk2M<+nM8t<Yrq%YQ(t1%c~7y`YoSxL^e
za5BO32G><Q8Dq)?0^FV<Z_DhDlXc{QBWn2(6QZ7IQkH?7GaxS9m@YS#iMCo`nnmUd
zOEX$E5HFN<<xnIiM;WK-0u2Pvopz!C6SfnFZchB(QfzYOJk|Z+(4J_G#ugd4UCcHj
z(N5pE4H+j25~=laF@Q{ixFqKr_!;k)*|{1`wr;Cz`;Lo*-}g9MB5u`m(jNa%?^Q*R
z6vDRn^@~g+9zk_D_9vCb<$i_;TaFcfs~QnBw28Cb-}h82_xsn5pE(JQP{n$6{m@@_
zU?xHZlg%B*V|K6ae=PwJdhvh`g6y94-xJl+WIq3YWKOhBGl*9fd~?cqrPQNwxTSyO
zp1I4xcQ;-4>4_IZ-z&@mOf$d^>fFYOUoVs+T?)g<hMT5SJ$OUO+Hsvi$M0N3AA2_5
zpxqIXJvAsLaL^8=Or=ZH+N(BMcw$#P?5#rLcx(G41;ML5XL!1=1U=WB@cQ(8*7f<u
zi~OUPUoqv!JwAOe{B`azn0Rxoi#i;1@%l%WTT1r$X=NMzx|Skz({_U;u}dF%_8R;w
zzap-qAS1Bx+ve10{~}KI?6s|)k1|4lhQi=&SJGT+E9tSJSwbt`wot~;H0fB+m@F=-
zY)cMgT<SjMD2&K;IHI+4i<u_?ts;ijZ%l(BlSggaf#<#SDILSgat^gGWs!tC94ZQl
zN04;rZJ?av=$S!e%QeqM$2aJOoixs2mgwes6F*60)FR*~qwvUG;r-!(Okn7i7<gLq
z*+Z|6Nw*Fe>B04$v47lMF@ZHTk{^Q879UB%NcEYl>D*YH!LdqP_wmfnoqlNBea&>r
zj1Sp=52w<Fzr1()Qf?+c28!X}tKi#DZr-jp45Ie1Opaq`8<e#_qG}Qxvyj#q45TuK
zlv}zSYAs_avmxVZgf*HItO4^|5nd&Gs1JOWfYH`!Ju!Aj#i7Q0t(!?@e2~xSD<3rb
z>_PFSS$!E@b9&lwM+DzIyV*|`Acecc74~{tFzJY0G4CvO7xYD|2DnHO24zd>bli?k
zthMx+Sb<KbsBS+nkku<*3d<7OCq#YSmSe-SGJm5Fi1tW2yjnChjj@{IL_7k37?1uk
z<)=W=303@`@lyhf-|V^Ed&CdGkoEuBTh`n`kSgsGQr{?xx7Nq_8<VMFS54~IbULHV
z$sZE-Q;2-?Bf|X1X=3EKa)&VX=^HT70@vk*%jNyrHv-@8+|Y*<^%8qmv-L+^a5l9B
za+~qbtDX77RStfX`@B0cP?IT5(`>|WK4J=0kupkDVAbdtO!7%?`-%+`XB=Pd5%<63
zwvI?K8Ye@0P*G2DUw%=wwwF&+w{t4huFtBMkRWj#mP^NUn2Uw4HgaXuI3UpUMr{O!
zMU>#Pj;|WPE#%v)dB@FvK|SpQS|-m6nKvacMIMww$39Fl^~<Y_7(OA;0Uz}0M*VBc
z;@%BjpU{Tidz|6O(O`*4o6mBP{pcFzq*7Z2V2~|@sPb*O-tAu7$uB585@VXz_y|FQ
zxTZp0@ty;q$V~p4=x6Q`?wim5EtQ=EnqUEitzx!+D^6D@3#7t%7_lzwKEBEY(^lHh
zt(|X4l@%rpfRPu*D3f2Vh0(Q$*48w>2@vwgTgX5S*vO&hJ_yDP)jP9Y;b$J^HsI1X
zmrv~$U>xFw9MxB<qn*trTg5u0Tas;8#w3=ljk{PUtD7WxYd$JS(a+|NXU87nsB`QE
z*kdp-as4wJ@tc>?=VnW-oSk14@noP4E&wh54!w`KSp)j!20!G>t_wVWQa(m=R+LT0
z;30dgtR-HGpid>RP${Sba7<fdVi;k2VKBxz>R4W<_wX+UcP)3OS%3uZ8X=2l(qF42
zosG!REiF5XQxQGH({Bjs7#zV*2{)CMmJX!uD(yZo`+wP|T=D`Na3^3)m*x&zoX(e2
zZtBP2tvB9v`_7`=6jnQGo?Cr>DLkFqwaaB%XLSzO8%cjVHvt@oigaM#fl}I^`c)+H
z9hA$_?-$^!1_vdN2yj#785|M*;v`7W&h8dJrWa$kpAybJ+?CmG-gpJjSEBzZ`quOJ
zHrA1A13K;w9X0Ixjp-+{PYxhr`?V16`pk<}T8zhET)!xDn-n7{uXZw@(9R<FA#w_>
zq|*SjfYJh#PE_=76PtK|9QnTjk^8GG{5bObEZO{FsLJHebBc*VTSNbPi)bdWD1exf
z{wtWz9+gI4nC3m3o<};SU(T&3+e-gs>i+;NrU(Qu_g7kgHuwLDUGBkAq4Tl&`Bkzx
z776@^(?htwJ!-EXeZqtGI+VnIj<+dQJ))w1zxd^D3;)ff|313<`=hzQN2g3uFX!qz
z6H@+#bRQgjl_Z-tdF;_p1-)Jvy$)A6w<cdTMOEuBjwtzh97sl9e0#kGL*^>v;oX2W
zh}kX2{kHT}->xf}Q0t4fTfMW;J}rW{1CFIwWjROa3g`)pV+4nSk!4^1tz$<2xDV7>
zuYb%9$ad_zbysN=6Up|c@Ja>r*Ajj2Nuq^+Z|xA78<AI+1p?E>=5+byl+gc&uCok_
za(lzQg@{UQ5fBv+l}<@%0TpS9p$9}t8tEYw3B{nhTZWR3ArwTKQ5uF&8fM4=1{fI5
z8g%dd-{(4KfAGV;xCZ83>s{-K`~E$l#KPKf&s@Ww*fak~5(>J@d%fT<xmNt+@2Bxu
z7PQy$)3YQl)8Af<=eWOAt<tpg_87Q#EIP<MZW%wmaCsX)-dqh9i<oEq`4%TgnLA&%
zv#KnmszJ(Ku@}_gq0vilLs~%d{?na%a7b+Ir_-`8<A`Xts1J%4H68Zv|C6Z6MMq=>
zd@zRk6qwHYTNYSrvulzIerdmf9i;tdJ7?9Xg5P(pcyVeW@#xN-`(m)<f4)CxA1jjF
zggj6zc|1Ey@ACAE;)6pdxpJynPm<A>vMM6~`u7grI&Q^>8vSTOO5wGizAl?-@%lSk
zq{@6JM4h{J;nBX^1k|u4>g+$KSLV_2Hku73_&Q7`fd>ch=zl-B7gQFq>jfeS<H4X<
zlc8i`4?=5CdsLMwt9k<5{}gz`z`gyJKy23Ei{RSF)yk7TP!nfmJihfqDF4|CHWG5t
zB-z9@BtC^RbYM$Aj5{y8!@&Q@p>9qDk>b2e?~YguQ^lk)`PRQ;h}7<9(P|l}0MBQ@
zotQ@b{nd&*(-6!4mkKl*k5d1BK<QP#^&0|S+TbO*t@=zrODjW3_^@n_>nS$r`9Gh*
zb*$^STxzf(jZ+B$gI8aF`TOy_82hd3=v)NZbV+Cw{Av!_BTgIfLG62e3{~3x9)Q<Y
z&`CA-tL(IMI>zu&iwbXnp0+4+?V#o8m*0eMy689D=kb4U*K1i0?;6Gz&A8p;{ICov
z&Pn8J2KaiFSjRkD;m^t-As-GsZu&nc)Tu`vnt_vKvk~#nIadkL*F@jnk94_6*4>ZI
zQJi<_qsg>c!LJu&R_Px%?H(_TK6$jJZOd?I9>F+`ewIT)VR=XWio~}^2$M7io~DNS
zdPB+!ztXPhbSO+MGHotKEhu4JoToUYK96W|cDd~CSjM8vm;LYyd{&fEcT7h7NuIm`
zx*LOy<4yc}F!X;GF%7%*_X+&>UnZ<ha$_Q+jeq>4QsqSt_I@Fn-oh#{1W0ML)V)r{
zXJ4&$J$c``_saJ34q>DW*9!byK2OM{$h~tK#a_mVhw~T32=G+_+cZYYe4{%`UO04G
zsgx)|eu^^*SU=XJuW_vq&_ek{mG~ur-FT|Z@!d#ZN}Mt<z6RS(ah4)^j38EVi*}Fq
z>{pu}{5XyOqr!)<&wFj&f8JOd(LZA8SP4vg{(km(CHPW9Kse`({McU<rgg7k_Q)S|
z`Z0ILZ0_eQd>cYnU}u{guHIU^?#CyBEQ6Z4{rn-7V$;!u;zNI{|4FZ>;^3QBtIUfp
zGI*#}TZ+1ewAMtO8qFRym#BkSPQgMOc-Vx!*lFz!yqZ;u?YA6R{1Z4(D`M_l7@4CG
zVeUqm)EIUsT1&R`i^SGCceYNZ&j>{Td}i|5;=}xa%*1=L#OH4_n!Cv(;NMM6yvW=4
z+6XEiqzGs7Q8h8+gWiet4GQWr1uD`>KcI|uelG`PR?pZ@0<q)UknAo@PnoXzUpzM6
z_%7;d;WsO`Df{o|I#HzUnA2X7{O&w4)`v`ysNy?qzs`s?EUh>rKkb!q-1B>a9Ely0
zJXTNKI|~MCbEJ%k#!aQU7d8}|g*mdvRe3!M_RVGccykUkiBGOfql-|xthP*Xo$iRx
zifXqB<t-7f>fgc<`!asCmRyh31nGqkNp}Cn1G@(M-pX;ePB`$qR#|Pu><Ae2Y!G@9
zSN0^fmaYlxe=(fx#QHr|H|blqK@$!TKH;ll;-E~ezPwZ?T8?0)=Jx3`e%O&7wtYfj
z^SKUc5O{wD?3ELftWj5L@g_Zf-qmf&+ZFWJe+xYx6EggFsBI()Lfwofm%M_axAe0}
zwL@6?s%I561#WB{z{tFjVseruxJJHy?+W#rDnmC$KCS~oPJ~VoGT3|$ZP6#So&96L
z_2^taC?@(2HX?f(^UZ$DP7(z68(f<hT6*(>BvZ*wt)$U9`vL)DqATNoghHa#See6)
z>yG$pQqnd)2*z4KyR{eT2o(H<mr@wjFKRTF-~0O-d7SiHHl^<}&aBXMBIjyxK!l~Z
zhl>Z^KDahvZ<8rq8yJ6VcKLYi*}~rW%j?)p<{>t9rm^)dyBG8u%oDiZSDJ2qFVX%e
z0E4l<i?2J{v+h8b-zK?6>L7mUf`+kxWtPHr_vy_Zg<C+gxopLhsT~=RRAND&twN!}
zIn{_7rO=EW2ZotLHOezK`9QN&yl+3o;W&;79M|5>fEC2L3w{BT62q>U9BIlB`2us#
zq$pQ@*`Ut@^{QsS5{MFmSl^<&_W=#q9FKAnHv5u(17pvyi=+8@U1OK%H8&l1oFP<S
z^(_zXMhp4qecR7DQz=hvpw~~)dF5=Byjo4`C@IY*g13qiXl>nTg5^cJB14YYEWn6f
z4r}qpw7a)AQm8DZtLjh>80bKt*HX+k>tlPigIEL>eBVe}TwA5V?c*tT;pkBLIM6Fy
zO-U8NequB?_a$%=_2<P@*@C{3MuTd>UQk1nWtUc*uey4_Udb(ltw1rcGO@5uyF_;Z
zwz?(RYl#>*bURc@i@VH_=_=zGX}G4c*9^s4>=xxMx#b`nokw~(*Fm3bw%5hayaX{D
zv`nr6x6<B!Y_#h=PCLI>m+OIP6h!vE8+Lb-xppbKW9UtoB3dh~bV1QWGR4Yky7U<=
zqt^0Td+njFH(@5{6LwUNLB0AX-s(bSqYAPjDW_jN?0x~){e)fa^Xbm1TT*+ZrF&!=
zI;BlWrHdLnYxxR)j<b(Fe+)Qcth0;7jMg7tSU7uX1~E4TbIe<{N;w*zj*h`YzkGr9
zp+Ox7!z|b&{xKxKxF#jtTvBCmo~~Z|pv~9&2BVJ3uuAwwwANaz?6t<7WY)?(S0(~c
z;mb>7C#g=r$Gk7|o$eW$qJ9-h=BhglN(!CBYl=;*YT=u^1^b=T@0fgM>cRgMWoqDK
zvM9Ztu17qH2Oay>5>PV_5=uAH38U;$d=JMl+Gz;S^lo*ESBgQP%Mr`)h}~M0xztO0
z&nv+P=RY#zH^8R)GfSMoOV@Zmi+UcBeN<M+bs<-mGb{B9-x}tT_#*}P&gtIwDQ3~R
zW0}sL?%uX_Aoc4JSSU_IbxD-8yxW4D!(zJrQlsIcc?X>>=AWNzQ=o%slL|6VNR*$?
z4~CkI>}fmYXa8c@#6<dfy`Ha&CDuGJ20Qs<SC$VNw!_N{K@F;gM`7z;tDC<F1E=!V
z_jrqm`y}Z{BEtDM3-NaktTWAvm7k6NuG1(EP64s8Q0>Q=t?0wYgUm^wm|)8wEz8Cb
z+$nzFGh4H&2#D4upQkoVxh<zzA0-ePJ4_|8bKhwZH=p6B(rngn`FUx7IUKo6pYiSw
znr@z&iRDKQAKMH#eI`{H<JTJ3I-fF2l-MHb(#Si1H87zdHjdJ`wjI~`>$wuCq<J23
zt61q6-&NGm=60R#?4;L`L(kM#EE9VmD8+1OH)Bi|w|UlBRsHq_CCtUv&2Zid!5$RY
z@tR#tZ-U(<53yF3SpBlnq;0edMCPrXMc29+G7qq6|K9OnRK+oMK%V3pWL>q=JStD+
z{d+CuN82s}G|}2E5EtDFS5fM8pRElF7@4N!YM%kg*%V#`mOk^M3MoBs@Eu1VU9H1w
z9qXn{V@%lY#<qY^yvP`h(A1=7`<~b^RnBHm<+~$s1>VI*ZFe8GGCwD3P<e3s=04~z
zF_C#RKYg@)eX1T}l@K4zbkZh@cubAjk8x`yNqmV{(At#F5t#kDW;o;1{9N1<l1I3K
z{QhtoWNmCIhc(VN+mMuUNN?0C3+Ha+I0UDbFtOu>u$`lXq+98Wa@5-A`f$g%dz8yF
z)*G*yL|=)%!<_Cl$e_XlwA+4%@@OOX82wbP$--BW#->8lnV3X_m>=pR+jE~%EDC5l
z44UBi-fSIaN15;<l2OtU`1=nS<dlK{;c3$hT)Vx_N_%+bSXz_;r=;t=K6Ma9{ZV3P
z7wsFH^h|3?P-<u+qQ3lI)3B%0yqK(-U(d|1^p?k|GkyOn?Kx#vM`b~QN?_Yq1(=8j
z3{%kzjxtt9Msv(cXwSo6t0&#*zE3UUKQ(x@PT@<tnXrN5hYMsIRQ75(&zgmTCF4CG
zq#095xKA8jOz$-EEUxO~a(Eo2313<m0?2*r+xg!Ui_l1>Y;U(}S8R}YYLye7&fPc3
zORS|K&c4B=LVHGPQcUG_nLHcAq|g0_B;p4fou4Pf#n7N1M$T({netdRO!fP0x@QkG
zCC6@0{+OFlhz<7;uEV-rcPv~lKauQl;#|J9Go<!uG;oufRFlrld%>4ycs7R#r?)<l
zlqrTVA60H&5ZIfTD_yONE1YDWx_yR)%VGhqY&PSIz!JuwhXTGAbl+^g@S#aJ9E+x!
z+f>^@vNXsz`}Hck?sIl+iz}rHPLRgM<~`<koKEZ+=T>)|d7&v!ntQ>v>4aA9#$da4
zU)N*uGMjjQMa_||@0_qAXt|zlnN^B^>PLq-zPnRPS0QfCy;|<;-ca;VSccLF$pCxh
z4Za<(TiaK7mYz6jDdL1ON~#&l@)XIl5<VN#4$FcKQIWD_7c1(pemBHevOvV3Ik^c)
zSR6`LoQf!IeTR=m3{2wY^hs=orKtH;E~8dWM}snYYS+)57l-J|pZOl^7Ud;=d9l4k
zkhRC1Gwq_U+(W;3qa0BQrX51e_{edzN6Byc=^e8Y<d=J5p_8s^cXKhlf0T?#v0N40
zW?|2{cd1SBm5k9d-F+=&B9|l6jdIGxH!igva#AKeE?;EMSrtbG+9DpNl5c#*vmV+w
z){RqK%e?4E4z5_f*^P>z(WZ4Y)<4f__k$?j0cz#A;{tyIkOB9eiR#dMCUiH+9M%;W
zfC6Jdw^rC~ovd*}(7(wR;FKRbl;U3)3N$(8#LYS&8sa%)Z0h&D3A>OFLM_y<eAH^b
zOCcE<1XPlFVX(amm-egmsQStdv%<2wvk=Y8=QUW*UAY0F;Tm-2qc8vAQg1^8TbZV1
z=O(6l<tS}dWz6@Nx~<|`&r6Q&p0!K75?amXjmh`4A!is=w~GhP8x4L5R6QuT!bq@b
zyePfky(1#R)bxNevhI0h(D@^h3fp`Y&uLD!XVcFQRMT1Qf3}?=Xx6p3_1cQiD1ykM
zdPRi|^r{dxSuEXqE<wQuYj2LjMg5TLpc|Ru;B-1TX1p(ux(8P0W7+QdL}f69T{Rs|
zS4|lq8ihbpayh-|#hA#~dVSX%B@{6x7u|~4+*?daaTB@9UJi!5DDdLcJ}%gXzgVxj
z(<@YLE5V68TV4;!-qifvJFry=llGY<wi&|QCuyt-2mS0Ft2xA`^DV&W2o!`OTcl9i
z`+~uJsus!+)2%K&Hvmu_e6q6z+K>Bx=&JXM{=9kHf)j294pkG{PMYL6_|^Px`8Tq!
zmJn8H0Dqlra4HIM)XN%AZv^Z!jhq^ZKY!KQr+GlWs5nT?61e=#)IBt_5ZPw_B_O3K
z_pkk$%0?S#^h1%Dr|oT=j+)KN?o)?c%G^4qcs4&Yf!hLg;`VEhtX!R7rH<b1zrU6q
zC`<qs5iijnC7lEB(#w%+G}sClhxLX5&xpH#kkidFxLh>riD3=aM7ZtX(gcNC{MM+2
z;$YLXwkXnV*&}+gp%^P=skYd|_UWq59<BaB$@^q~3=-4nYOnpc>(-++lP}$^+V@q+
z1{cFkXcvSr`_8CdA!6SyGHpcmdxdF(5agPCN|SIyvh9Lb8eaX48{HJw+Z!2VJC^5z
z5>IG;cW{{zp^$8mrZZ+Plrl3Mn{lQTm}AUTsZOc7H3w>^ZQ0xTZF>Frt2KEc#TV(R
zfhKDd-`MRltpt@St30q@RwzSqnWyw-z}#_d+xuIC{<-dKOoU0YJs)z{i`{$g`M~N1
zkAoR8brkAsJwD7~d1>$PasB%uUC9VP2XaUDBhiCHy}No4IYvLU^^jAV!!Iavr~Q!s
zwb<q2THwi%%G$8{c!(FBY`qIQ%8wnS*e3w?A+7K4GR%O^ZzF|{445{NQ9b)9i%b#D
zpPfV|3(uY3F1WWe>{d;mdVQ>06|6Hc=o1Z_mg+r2>3cdr!J{j*Shpi#NQiAx`eCf+
zcJHEA(2qb$Gud|Jx6W7OgCfbyZ6<?I%N3WiT#&yqg=7$hb})T@l>2nN!RATIc1>c<
z;;RS)!6wdbPeDfFoPOVyVnSju-8W($AjlT~(}9J@t3A1JlLZ2_SGvmu(J7#lLLqw4
zOTm)=>Dwp|V<d06sFg+xe|(FHeS~m{ltV~~pHu&1{dqbclgZ=0jJ2J|1eEg@FGobA
zyI`c8<Qv(X(7p|U^obnzT@40wf6^o`?jn}ro|kx;V3j>*yECAzY|7Tz9kS*jjA^!#
zXI<1pDGpK^csO2)K;L)!+TVqe$uLV<m0&3XgP<nB5gdHJ77ml-%B$VgwZ8}>xUyqM
zW|H=T`5<?@YhzEl3Om$qhikbBX~m2Lp3tOqeTL-ov4%_3B`r4+09?vSf8|aal|}H1
z%99B}F8o9;VoEoLneJ<ybgzL3vy$1c54}5>_yV)_3~^1Xmij5!MOGMNG_FOf$M&Pv
zII&|UM-g&MeoEq3Y6)w0T;rt~Pz5)Fa)EQ<CNlUj;3YYaB7TuGT()Da?o~Z3VNyRi
zf5BJM*L<vLeE8TzIBxv#DZ+RaI*siTV7_l%3TA+N<gEeZIhXa(NMc*yFvuJbG6Y`6
z%zA>2)IZnrgVzF2cbM+7OL(jd$uNV4&>%99B?>VtA}cPcm7*z36TEfdF{e#(!cc=<
zlaqzRO;B*TqrNYqi$^`;^|wf|5*?2zINQb01bEnlZKPK7DGp|(xwm3{bDLf}>vani
zaW9jSZ$AP<T$%ti#vjtn?YT<&BAytv727M3iwH+Geejd<<zFMBfNJt1hxCA2%etBi
ziGL&91Rty7H+xW0!+BmKk@vyc6_$SQgD;cSb?*&FQ7|C+Z`%<Su8A-5ymzar`=O|E
z+~`uX8dFD2fl_w%(qr2-VQ6jH#(fXZ*1%S;j=+xU#T$cQ9*>cW{VfK)vS49`XQVj?
zF&(|NzAH|J;xcj4>+l2LFvgfzvaIAAY!!>lTJCiL4j|DWedQPfH1hI}3YsT6#0fyf
z4#kW;?jg$*LlwrxU9AF^_Ul#s3UdggxNOS1HWBFHxAg_&8H9G_uq=A~XdlRr0M==&
zO0dXRyf=~c$!ksBupT3pDmh)Rt}?IOZ51bY_nvlC`5(a-<2WwkJp1HbKjqKgEdhV$
z1ZpYYr=ff0`K#i|F@sg6xL@>3EGn-x@m>?!^jrRUC~VsIX?oaR!$plwQOJ`Wm0GuA
zvRtvji^^9il$Otm%{EYP?p@^$e3qKOYAbOS8T^@9$+vi-=+~{1E?|U5==ahQJiRVl
z&Af<cgbFggfp|zEg0T26MtsY4I|m`xIzVWd-0O&z%+i$m5=zngEsyQK{z|In4aUqu
z9202W{+N^b9qqjU*S>&U)yg=_gcoJx0=|J;0_T$-a?=nr!_t5dspPFAb-WOSE9!J~
z2h=rbW7Q^>)hOY5UH5ygtzD$jXyv9GtZE^t3`%*_nzJHVH|Y1+0hIO<7ijlvk4{Px
zn<Qvb(TMpXgD$9}UrvbLht*g&GsbenB*CJKS3rf7f!gQrP50vW@nSIZAXc~0h*Ki6
zapQX8c6b9u%S2J>5+;F7Dlz$Kk4LId!g63m!Oi<i^E816mMw_l)!v4rWmc%0e5xeh
zi<;jXbPSNF+{2mg9Q55=o{;*=_N-cqc6>>@Phw^?NKrOZVD#>%T82j)0OasF)EaUv
zQyZn9N9gH${-(h7Q<-hmR^tGf&Vk*!mlXfIl(N~<+)}fVO*x3L3Pa1q7)Hutd0A6Z
zr};|f?3p)YZ}aDbi83*WJC_Mx)Ea@(yMAhe@VClPh$vZBK}BZB44a2c#>5p9VkXbp
zN|BeilbpELxh<G?muBgdd(`1}aDE?Rv?Rp>2Dx+r(J1M#00P7Qlbsg_^<pX@*IdN>
zlPvrU7w+cI2gW2VbH<X-7RvUUW8N?C_l&1_Jg{b}ovW6qTzjR47Px)1qZZjln9H+<
z*TdLNSXxlY=8nTmh29)`RGJ0avQ<^3hjq3Z;h$97sVsO=)))g$>eQM}*f$FZeP1Nd
zQn3>yDZ&!1#%j6v+DupbX~FH8!Lo5Q?D9PEZtUR*q<d*4|C7pMDSc!uaM!mWAQ#tO
z-qF^{)3tXV(3+e&$$NeKEAmv-_NN3ktfCcKzeiK$Sp16WEz<;&SSrucwH|L^v7o!=
zJ|sm0rdsVh7kT6Jrz+AKOl1*x&~H<|&>KYo_3kK`VeN{zW$a6uJGQ$-yR_wF0-H`q
z6|0OXX!gJT_7XVx)JZ0_U9cB4>Q2X5UiEk(024DN4&+cy6%l2<Kl-S*_FfPZ^7~0S
z!Et?)9iBV)6EG+b@Amgi5~}JbIl_2X;2lI~!*C@nO{g|No=H!n&VNOjM35l1x<^Nj
zK3rtlF~!{SQ4IuAHoTgHjju@&26J%u>w#wO0tpozkR1UNmqO><%$u;$!A!}5p@j7S
z$9A}!QkwQlk`hjhRd5~7(-#7AfrWwGT@Kn!Me6QQx9u@4%WvnSTTj#F^SGRA)yc0r
z;b2DkL`gtLK!we(z88m<79JAb;OScvl;Y0SHZD4n^7f-ScYQAdk!ec%$B#!;-L++8
z2-Q_LspvWKAhok?MMXW&?R-b{E#PbrS3N@vnv3~{S0pQpiP}A>H9iNXIflE+;rTXZ
z#S7{XDpd^Y-n%66M@_AqDs$WjwL{sVse|Z_kcN`d1qfvF+u6Ia-VY_9@zsgcm`n(b
zM9R9BZLO7>jqgVK&O3YS5>dT)aXbh>tF*-G>|b82Tk-)W8tLRq=ddv$R5^9?J4kQi
z)!hlo6${_BFAu(~AzaHEJmjQJUIneIi0(2XQHfq6&tA$$GdAi=7?VCJF9=9<XiN^X
ziaZEpmm1RjZSk{>A9hjmR)(lc$@&dgxjp?n%5~qms3reIa)l)IDGyy3NMH{;i;l)z
zL)hEG{^@WHJOroLkBBS<ixmZ?uD+O@MtcHkO=)=Yv_*US^D^^2@6`T}Ri-m}UilkT
z7HP6A=38hjt+8~|EKGRzzTku>QDo7w3BSKIJXe*VL&B~au6d`QO*d}Kpei#sKejwe
zZLnj~!z8^xQhY^}t~!b>&*!Fv_<en6)NNSPK{_yi|Fpqo55M7jGAeKBHz&&L3t%HO
zGw4GThU9uhLiK~0k@cvn6D&x+L8g;otFeR10q(b!idf~MS63S$k1AGLmv@C?t|7?Z
zk^4Iwgg7t0Ep;B|*oLCd{v^7%g&S0X@5`e(l7Y64Q!3$wc`#LLB!${yhWe)W<NSAs
zc>^@ej?=!iz`hniBC6_kA@!2YsF1>03eO+q+n)W~fp3F+`XI|FVg<%D%u}yIWvE`{
zv&-IT(sxlo^sn5W=PJ)LQQ(x{n?G%Sy1JrFE5o)zePkav?>aX@z~zngAHd&JH+Rk9
zpaFdjy>0?GoF?Q@akqHOs@Z(6w8^(`TO>Q8FT<7vXfUpIF%;TRezU=EKFKmn2-Ys&
zDVc9FyL0e5Pg&e-XsMr)#ViR6S%#?p2D}`eH2YarP6k+qygQl<QP*x?Nl<+);E&qd
z4i+^ZSy>Pt)@Vs8U+a^IqXHt;(akWwVtmb8b4;IvN&RX{I8t}pn+1D^e?inGX7CJT
z8;l!gxo?e<Fcd%B4;hjg(qOgJx;$dl=);6m!P9y90*6$0oXG8luf^x!0l&ylOZ1r)
z4sVt`?zTW7FM8I-zfyt7{pyCyLaTgq*hC)bpWgk)_n?cO<=B`Xep238^&{a*)%)ub
zihRP1naSJpl2W%L&MUxS2Xc`K-{`J_BZ@DHw_3GQQFt5-mTb{hUhPF)^uS(tW{Lh@
z=snx)k_?a9*a^QlvRRpWlUkSVr`Mw^Azc)YU^xWYQ4LONx8Vslr1dTPJinV3rIb?$
zi;V`hQPlnnDQkxUa}<m4UzsZAvBSp3?p{~IP=c+-9uqFcy-PKxS~-d0E1#s_In|@5
zk2#)P`NFpKvxm&+Op?eowHvp5zjtEPPs1uWjYm~<kr_B1J(5zli4+%Ls&uUk=DJk3
zqchQBIY?7VNgaG~h}^|!gkN)HJ14~vCW_dE!-wdz4YDF?ZOo*RCYKnL#77I7=Y}{o
z|Cdd5Ld(MaaV~$tlFj%Mt%Qt5qg_CRY+eu29nM>UsFLoNo`hdm<1HWVXnc}#?e=*9
z_$>RQX<ZFlf%!kjpGde;m1*~A5~tR_Pyl1iE!cl{s`+HyuzNwIm3(Bfe6%L3@~X!w
z4s*&^8aub=X*u2$juz}9r)^a6GTv`gznigU7UqBdAy6p}@@mQd1gxd6X1H(i(W*!3
z|5?pjpfEV(9d1`eQ72ImXD{K&PKb!0vbaf%txLM>n||finL8^}JV<o1aE|-w*HUf~
z;KwFh_h9w<q&(w(4E$Vz>J0%I=FWIP#!8xSjKumEG)K{Ox$(tyQj|Dm<ENq`j?k_r
z{SF{d^KLpXPw}BLI)5t45I|%K>$R~xG7`9Pin(*-`3iHtfKJ>gn>1o9vtbYTEMHdx
zJURm;QuyU&-dNY&5{Bf}aZ^6t_(V*=T_brvTXN=9M*XPO>BC;S?G*V1fY9_%3;ipV
zJ=y{n8PB+daJZZgvVhd`N0giBpCy$q;p_1+Z0jW2r;f8V+N~+?kpO#TNV1HZJ<_pY
zeq-?}?mJ?$k4YJGZ*kzpn!p|F*o1VsAvZ^J)nOHfl%%$?p;Y8G8G!n!b;#?F@iLZg
z8x3Uds%~#)#*O?kcC#NqcoTyj)um>i4MeZJw22vw0%CtkbRO6CbKC146=dCRJ-ms^
zqUwup+TNy*q~NMa`!++e^D9AaXn4Qls5L<&n5-;K%1@zCU~Z4&i!)G)JY5d-e7%`%
zcAvt^&Fs%>$bJ(X@(}=?HN5aZ;$s|NAUib>6Zx?Y#9t54W>zTq6`H6(uKQAH+sc^)
zgao=+wlKjiNLPDDowb0|7puC?EcF|jy3a252e>QvZoSn^*mbp)kObVy_p_aGQ!(2K
z=W*93c(}w(o|Y&;3Ve1`wvd;pBM<hZj>1)kkR8mO47ZNr*Ijyo0aPpb8lnHHNA*Ru
zDDP7?1;oW$vJZ7zSXt)Ox|2b2#QSdMWzZAZDEN7eZ(vSRf{CX&fcgRSP(Mc5K?O+h
ze*Tq6_EfsAUE(thdR`c{{#Y}pp)jn8EFTu6BXCzpJ+-7j&MD!Pw}a_$oP#v=brlni
zKCSQY_Yfz7yL!zJ{c43rFf9`|>7@3VoKeV3lxoY|5ECOC3$90%>GA*`n<ZU<9cHPY
z>-uZIHgc<egBECxX515()A!&bHW#jE3gLC5ekrmXO3|(E88GLh^d0)~H_6!SkN)IY
zpt2ZQs9f{elS)m%@y+gUVOb{JzrrD`N4!eZnL=$jv(w(QCBp^V%kXG2;OKolftUt>
z4;|kAe+nHUV4*aC?fKU&1@rN2`aavwRHNm5rF}ib8+tO6rEK%CQgd&m+UsLWAiD{@
zphj#lx2iRDUQelf<TBEAh71fAzSvcQb`T!dPU#j|UtHahNVr;@Xy8ZK4P@6Pk0oXo
z!aP?|6Sf86GZsTgn|KpJXkgqpHcW`Qv#6|o;k0wh1CV+ywDCAbdP`75Paf{K8H9x#
z@tKbDK>OLMu-T*WNMD&o$3?BS)ZW0Wz?FdqC#_7Wf8*3;@}dB$xtAnev!@SnTg*xk
zmB_nY4mh>gFXz)~iG?%xWbUhe1d8Td7w7hi`14}?)mg<a=Ku11P4ZJM94p=(PU)&P
zu2ZW;>*0Vo!<a}Bo%5zdR~im12Jm<9YwicJUG027Q+@kPMkC(!w^!!5YW88M6SDOm
z$W;gAdRTN<@G#*f(axW*)l|^k$zh+%8J=J4bF4w_bjLGsJoAq0To+**ZIiIK_<j+@
zRjOV%uNLesQ#`)xoyw~8h&YnV+XQ`PFOj0M_X+312u692VSl^sd0){e$Bsza_|Z)C
zhUqY!jdcHt-O#Wx*kDTSSY2^Bab87nzah8njjwpj6N8j}1`Ewj|NZFBaOx&U9==C$
zBX5$|EkIzexbJPMRT6HRZ6CE_YxltU*N<C6V#~u1r?>#uE1lbLp2}izW#FKAD)|hB
zM(nXXR@6gVeXi;g&S-I=fMOuWUDSm28mUP2FiZ|7ER45XkGNxg1<|X8ocLkylI<Zl
z*if(VOc3Lv1WK(ej~@vQ?5ngw-Rje#|6)QQL$JLWskU%uOqT69rJ`~jRZc6+J>`k$
z+IO%Gu3|&VXP7%p`IcY)$u?}Rf#bcMA#=RW9#OwJb_Vu*<e7KP9qVt`VP%Gn`iHVl
zw?$}Xy^GhBH!&CZa?fz9zSbmRcCjWJaps##Y_gX-4as#)AC=fd8LI%)_iXX!o*E;>
zrdmwC?J5y?YGOEpjAGT2()9lps@8`QwLv*XoHX3xSEnhf>fhLDJY(HdyX#Ng9IZMg
zLwCWTaoxzfp;s{bOL@WV%JLuN0!4d@JD$`^g+_NeQ$3uPM29FHl}q+*rchl4c+3y?
zxL-5)ow$W>{vYGw3}0`eJR}TJBf12FI$l8;pmZCb7p?56Uys`Qi*L!0<?%IQV;ABW
zMW%dA>?&M%qFf+c*`i{jm$F|p_l9Qm#r<&^(fXTVsViqVdJcw-Q0)}zAJdetN^_f?
z&g(mdZFPbszK-nczA`r@J40mv?^;`^)J-m`Zpf%exGL@Q3_h5@K03;iY!>fxJ$T+M
zPn)hs_o&m@5{Or#hWhXIt~80u#B54_g}+)dTbPs?B-wHHcs<18X9onwJC%c)KzfkK
zIP_V1%2@b1sOJy(<V;|!yYHwDUn)kXL$1B&Ur;9vnMTnzi9*hGU<rL0k8yW!j#<-R
zN`YMkH_P-0xZeZ<JEkZ0+S2F=Mb&tjS5@yL5J%g3-jkpLwPbCCA6O^Kju$T|<`R2y
z`Z1?M*b8(=ynAUk_v(n)G8f0*A2ADux2x1jinj~4M}M|(cgftRZ|d#YAIHyoH-)6A
zUvQCZFdvuU8Q2GIGa&1pm?^N_!Q%47@I}ROXe%!xK6<(6gaV^WnT2;KtKWvOqb7>~
zi8ky(?0C!LwPp}b8~norId|+Xa9tczwyclXO;~9OlZnVnTe&4~!eFJF;|gpTx^1dz
z=T3pq!yN(=xAO@qqF{350T5Ajr%G@qbTfo%n<_V*kF=>FGlS1V8v5QTQ|Qj~YQ65;
zY`sDpGoasJ5sue^Y0DV=fEuK@)d@?>fA1T)tKfz6hO#yxjAD6VhOz#Bk0_!UJ{i^)
zS6K#xmO51Vehi-;w3@n!^z<E=l2J}AEU4<DiFDO~`bt1V4BIDM4yq);*aL38WeSyC
zN{vqV!iv4p>Ln--t{U_rn$zy_&=5^IjjEs)x2z~N_XS=2I*2)WeNY|%B!E;&>r=LK
z9yim$i-SF9>Ua%VIpH<Lo57vTbYj))hcxZ9*01*>Veh&dlEycA%ADF?IirN>zRHPl
zZn@8`s6R^MDA@GAUWlEOp0trtU0vbJnks<rX3r3fV?c;xWSSc698u|iTEO-B!Nic*
zj?c!=Z0gi5*YV?BC7w*3U3*$mwm^inedhqU+j0@b`Y!%%svgkV0KEi5$rsP+EPBUR
zd?epp&Sp6q+c`V)MoKbG)Ed{J1&*-Yl|s3{$Tfl+7M_B9w#ir&a<&37K=aM}QC;^W
z2GMKdE3$j;k^r~KMqQ;z4;1YZ5bVDqDZO%sOd>5}Wn=3SU~>l=ngsb&F0#O;t5{3-
z2G&R_!~CbR*c4+qz^!29&KVJ@K(|+zL}l?lL6TViUFZI{{tHNgS6Mt34tM%!+&!PK
z9#n5%zM1A<3a#71@bNWlCi<Y4tGtJjuo&wpg9<&$H((D%n6WJ}ztO%c0DUCTzbgkm
zVLtvuwr<QLn%6>5?}A)HajsSmL$VOif<#)1Z(9*a&S`LpQ|aN7MK;$ZHp1KiU9j*~
zz{%6m4j`6&UVRXkJciGTc9@Wqk1p6(d|Tx^yG<FTl(*|UkT&(j_*+v|DrQ;Du)v6e
z&m@=AE^)>`)o5$WXm8+_?Z(PUn)P=waRGsV7QCD|^1SwGB)-NRycPs`uau9y3Z(RF
zoV-@CNgUeek10&Wl}r;a*)JGXmOef<)PG+5i#|q7l;lLaW|40is)36!Q+wsaQPCf)
z$Z_tk;rzOfiyyZBlNt7_^_Tnb1ZRET$LBUzg^Lo|638@IbxVZKfuN$07ao~SHUo2;
zDEfvd&}6N4h58{Dy8LOBSe}3vXb$7~WHU35R4MI9!qCz1LM^%n>IFXm_^j$|((nS^
zROTkTQK%&gBvgf5!(nhDRHAKK)SfYpu(lc<Dg=oDH0-vW3Kn_MCFX}g!mIw6=WQn2
zp@pNuCSF2ft%SWe9+O9-vF1y1(YX>1dBTylR;+9+s;@U4=*tew^rihX>-RD8oBl<K
zOT3?PUDMwFPm%sT*P*ffWf|%W-Xn*Q=VT{HZW8l6Ao{-19H48@P4z$O`OPr36DMj5
z2G?Ag9H}TZdeaL2IfYb-rw}0jGAq)=3dwk^2!nCL&Ziz8Rg7_&v5rAK3V7>jfZHi6
z7lOSl2s+k9eHVznr@;<abWx(o4NZ-gN{|%IN|lUuIOSu`FY?iy863E;RUOtmvtM%Z
zad~Nu(pTA1O2o8~-l;}H>Dum|+WuRG_pSGA=GbA4+qGT<!C7M6WFgKgkRz-(MuQIi
zWEQ4q+ID^q(>h=3P|svoV0Exho!}fton7eN%hTsp<gfBY2EaHXdmF`K#Bg0htzG6D
z*}Ahq3(22m_nO?Qq-w>OmEIPo?;TYpaH}1Z%jvjlqwQ{;t{OT0!r<77v<;q8WN491
zRzLY_X`5(-8hY!-iF?L_K;lh02C_mv$&&v*A)0SmG^`V*?TUi)k3xzY%s0wnc95Y<
zb%t)ZBI0&x3ZGr3l#XOWY{#li;1#Q-Uuhb|F&?hW<;(QHX9K=>0TXThzBAMHbvqPF
zBs>#P--0=v1U=jj0&}M$r4KKY8s=7*vA?lh(j^pZ(?nE?7pbPtZClL<W~%OO=aL9a
z50yW~9+X+o(Kj;Z8#>GY_A9uncU=9w1dZSS0F<*CQ<X|dNJ3vstR61F$TEZmI`Ncg
zg40pTD<QQl3%>!#kq;J>w{{;or|9BlhlH?W47Tb~m;NYlWvoYSUE}*l)%uqKdREAB
z`-LlJ%H(0MG4nBuu=|%2$-R_0yKw6s^)f#-%=ER7_C!U7&ao<={Z!??uS0V@NX&+Y
zyl(tyCyWIGkAeUVOGu-*+K20IeGt|YVm1et@m8(c!PiBtgP{qVgU_RK`d#?i+tO}(
zw4(X@DX)qsJ#3N|&dL8J`;8jd5EImaX{X<<f29rTtJ!11Lc@-0V&SWJ#`2qEDh73q
zJFv(dNtxGOjq^>?>F7)_%Wi8qqPym3FyS)Rp3(xcH_`_m{7UtVy%)WZouO7nZVg5-
zyxC?Me6a?ewt99vp=o76J)4`hVw`79@<;b%tOVj>MS<`nmEi)YyIzn=h|7v8^WHd7
zJL8eJv@{dLBIAAMdDA7XC%I@pN#p#@fk`IC)*sb5M@s-2z94Pvhsv#!Y|0&0Ae*oU
zq~^5jL+okImdK^T#q2QsTeTY{q9Z75NfBEYsh802P^{>;J>iTEuqO;5r<ptZ{qz63
z`v#?|mvapvX+kQW`dl}PKCaddep2k8`Xui+fv1dZ<ZHMYLIGp@pdF+H$uD!Q^eAi(
z<Uahn?DQieAR2xthq}t8IegiwKdAbuW3HAe3EM<}K`zh?ENwdGTohZWF5VW7l$c-Q
zt!?sC_8QcU;g~^X!dZ<E7jM8S2eMFhInLE~P)XUdk_Z0IgZ^oZNo%_W#t|``f7y=;
z)YKZ`ob&AnLwlq4D}rjckvByV6^UCgxhp@0e@v8leJ1Y%YG|o+IgzlvqzZAgtJw4I
zg`r&{89wjotm1pdNLfD`eyBU2F>Bh`#5+fDs2^DMRi&^kTzqs<Nhipc+M#dag9J~l
ztxI~<v7G(4C*#}z@FckSQ&VcfAG7?~b_PLU+j-gkcq&m?V`ovnhH`8=)G_v&6NVKd
z-)@f5<;#{rY^5u>AZjVw9-u^*uRU7pEi;OtZodUy)3V%rs%(Ve>W!jKxH{{{@RT*a
zm>lI;{S~v($mp|@LJe8P$-6J@MqqlB<g2LDq~>j79u|8GU*->2%OPHd$yK|r7&KQW
z-g>x$?pBe>a?@J;%@hgsxG=ffOoN2$>~E{@#oWf;cY7t>=;%-1_(V4*MC9d1A{o=*
z=vbluc@TUh{OSilT2vW2{l_CS0GuQRZ^)G0mqtybkD6Dx@8)Kf^-;*PYPEb*OHQrg
zS}WOM3Qs*GWz#NGc?ggV7TO>AbKr9Mr()pw>Dgo|@Z4Yv)Qaed0TH4E2YpP6yj){&
zBrWQoEqQ-*j_lu<0(fZ>?e-2XERAQSfjZ^O&KvHS$y>yhAgFQ1I5z%(USzuy!wDJb
z<9eO{#|qE*e|>88T)*e*vbni`&w>E3D0iJ_Ur)@r|2aO(Hu`z`mi8Lmo$lCaP52jt
z&%JF?Krt)P<ZeY>kCgOW3}?7J-gNW=+Tc8}t4KC;0eC0=Kt%t3R2$M(VmMK?*JYFb
zuYGVSjDO4w=^{Y?2xinZ$)@^MsTXEupWk?&Bnc%REUrm+eXF>Q>IWz+8zrB<)6UIz
zNVuMvEM%s}{myz!u;FYw9SU&9|NUJKzfC0~lMCD{4q>`k2Tn!*{WaR6DD0&1&1<6e
z?q_G;z@5ZQm+eMBZD>h-Mdb~V>3mV%&fEO5Pfqr-o2=iGM)d`Np#1Uk^c>r>n!n+b
zExKQOzScY>;zPlI_lkbcSoq_75<PbPoWHi_604f_RX&=sy8oYTarQp|PVDgp`m`aP
zmjWxJ&a5wtVEp}wCx}nvf2g8K#}<{K_c*bYlB0z{c6ITG+0)nl*#f2i;idlj!}bH8
zJmV(2XwiSC&7ptnEPsqrK17EWyInofI;}7)gxzHMpE^0a`~Uk7U2vZ7P<y?}SH1YR
z8SMY}k+tK#<<yx6Yl2&UzS4=-|Dam`T_+=BnAl_vZjx{N-k%?B1!K|vMbQ4wPY(Hm
zk&6Vg5C5!a{D0Y}f~X4p+$!z}voIN1U_xY_TFglJUwWn0<R3g{1rO=g<qr4GYoZcp
zSiLr-Qt7d~zr5aEaMnypXf#8euCszb*<n9ybOSgJzoZ&h_9q!z*|%VUenWiJPg^~?
zHzH+IZI~-N8+ldgb4%47XIzswK7M>)pD+fiudki?lzR77XG)n@-wBW?*v<ie#U;ZJ
z;_kYWgutzYGNmg2f;?3X*0i2Q#~#%EUYQ-M9Us8xsG7faqr8Cv28364XJz-Wb5`hW
zA%J?2ybT=`m;BI^LB^A8PaJ(S!yB{K+4X)v%#Jl>Xvy?pEZQX+h$~6}IkU&CO@2iy
z3iwYJaXZV_Wu?aqOyedGTcJuL^&}OBsnyLVE-tEKs40sb%MJ(S>EXS-l9hoLN$%fr
zWg!0_7+c<IG{%KWdhM(T-0qn!qn`Q}Nq10kSh%_|Qu*WFs=-zYV?3vOic}r@T#e<C
zN@;ejj4IZDa`*16QI{yxGf}F^MU^5V-{kra>fLi<QyJ=0;Q&*52|+sGH#LY~+x+4u
zB}*lnYC-GvE<_J)lV80tGIOo-!BDx?=lT`v5-bqtH#4eNzrb5{x%ndIy8`nF^JBUT
z`u;6n8N5z0y`1klc;{RljdvODi=OiR4M`F)5wWN<)=d3Do)fWMnDU8`p88py7pEJ)
zU2EaO2%i=UCnAuBJ_@S4%SB5emjBtre}vY5<2}n%0nX2qm+jei4c6QaE;08`;EYgE
zFA1<5R>bP?Kr=oEJ0Gf)d?HpNfTVu1ozbMvHJy81$px_bORH1i!%>YE=T$(KNK%VU
zW*Y6!y%0%4X7$mx@%cfl(8+=Gqv9KPtO1OR5nG2!nUt;lE!{GL54q*L)eqj$Et(6$
zW%rg_hL3Ne(#HA=?!_jq5(kmViLzC!i#Gz&ROA+OjoyjkuFbE$<du!Po8$P)l-)w%
zF8C6P>&tF;PqNS?3be7+R;C!{=DCSgC<RxGaabEBertxy)L4Jy#v7<#3v^Q#1{l&I
zcUK^@mUyxnwDnS+!-P*TtwxhcA<g#IMTVc+_<7%z5JVgBQad^pI8uqyR@6V(_stC%
zZI;&J-X{nRr|6;?Zg|j@yL}*{f-u{O7T-!bEQefL7kq*eOXNf->{idWu&jCz=L0N?
zNLgQfnP$;dx3uzxX~wpM|D-5dyveZ`2fHAVc4^16?#!eNOWrnwNcOsfSVN0ASRmIb
za;;A#k9O;F&J@=U2~Q%#WTyc=R0W6SWc>WD<Q5^B(|Y&QyKRK=(3TqPVH?u)bgi>Z
z>RQPsba~KS$~`}dV@9Iw0E4JFFrga$dvg7E(FdDUX*9<agA$A5LYSIbDYz>Vqd2N^
z1Fq+FJYdMn(^irI#bE|UWpYIhKm<gvjW3@01Pa1I#x#{xA7Z@GhX|=7GM?0kxG5B?
zMT}RnhCZ*iD0lRd6oDIBe~LP!svQ(lat_y0Zp;Jcf$0%F_kFQPgbY&p5S$;kBd%5_
zB>mvj^CalW(qL!RHS4n7x7nRB3Y<kNI)jU;v3ELTYvtEEmHk~$dBkm*(0**rJ<k>k
zp!uoLGIh!yfWteBIBJ=sMZ&W{Ym_PA4?2edqcr*L6I$YK1Hv^8myc2Aq{`#u6JMxP
zOb>^=BkLQ#qjkz0DMT|V)iwIfo%&LV_3+NoM|F{xYUoC<zS<$F0u5fDKC#}Fc`rMw
zARl{^3q@|PKfZKJVYE6-D50{b-z;oErVjg!c#m_V@W#h9j1)H9(cLAzU})L{(gT5D
z^r<(F{%?n?Zfom}3(q);UqNZG=3Eve7fY+1N|ff9sj6`d5ZHVAwZ|)2J*ST!S@s)L
zs#P$tn#j|@2gFrKr6SV>Aiv`=1yj$q^{1O&rGlC<X<_U$P?h1sURQ=u#C3jT`_?7V
z5fk<s+bYr4h932JmMUqY8^o8?VeeAKHtxM)Rixl%%F=xp)3wi?@xjVC?eyMXfGKcQ
z81sPbK5U<F`=6`oKNrxd%@ixcJ1&4ME+nLf^*1=xttQ(ubx2&GSZc}}8^EbZbUQgK
zd4d|VGfb4hX(PX$_QGS4aN?MpTD%?;K+d9dyMR+AscdFt0h88$mai|6oq?uol|HXo
z$A+%8csY@ri9#E~8$mW>0UwX~Xg7FMAFV6){FtSv9rUSKKrn~S`RM!`lMha(oQyL*
z1F<-6?)6*DcFe^`{=%&Mzp`eP60Bp6i~2=fY}qx|HRJm&GljM;;U4ilVUw`~Hqoq$
zbJXYGK^>P9YvsL4MzfKMesa-j+elVtY+8xi&@b3ZNJAS>ZqnxL!fOg0nC?Qisjs-?
zoEWbm>-aM4@M}vI2l~7)(O)qwG%Sm$?IS{ku0A5)=2l)P3Q69RdevZ^odldO6@g<-
z*N3cDU1+9pg#j2gj8Ee<(x(Kw+O-dzY`A~;!HzAfX`rRTo-fUDt=cNx5LW%l1?feC
zmLE3}D*_+Tz2I^~9bgRfv!p+*LTNyWsQ>*xf$7r+#}0?TUFL3%{eX{I6F|y3KKQj-
zPWy(k_(+!uIRZ47+^W+!?}<Ip(o~c)1f-p#wjH1CGWgl}<(A2&$ZOu}QPsG`ld^DK
zi;EftPobG?s#yS;jF?k3J;kCA(djlXuYdkZoKiYNa)QQ9?wlIwPbFSPc5L}MIdOqP
zq<Vbk(|t*Ey4!-#+5MC$m6=0(B0ZJqQuF<~{d7kQWwe*~&wVy?aF>aP+pZ=_2C`SH
zR<*Qqnpe3!?ZSkW{PGUtn)g$^IGspU?9tkMv9D0wjhWG_mTbV?%9D_QMtgbO6Pg7L
zU-6eyC`+J$D8e7@Ga2HV6xjI(%DEY+@AdBJ&q$bz%q+G09Xac#<+mqW%%Q$xb4=~C
z4i9?v6V`CauVwrX{Ymwk@JR*Mny*$zr%Y-K`3^R^r(ACMA3xy6^4_KVqoqK0wy@#9
zgVf7h|3SYOcqFMT-ZUobajiBKXcrxd(iZ`9+k!eQ2^nMzJ{!eP;<9{#*roC~zy!yX
z!|kH>n3wtA7AI6a^%CUX=QH1BJ28CEAqB1LAdun&<o2N*@UnO@fC(&lm%^5|9+O|_
zIW>;qN?%RkA$op>E750S`rSB^IZc>B^z>7W?R!C;nFpt)WzEiEHo1m@3RU-+=c?z1
zOKg`_`U;VlwmHGBt?*B=kESA-^t+a0Sh;OaRWevipOj+9_{<xqUW;{!E#f4xl60sA
zGjKkCFAp`l+K3I3N|hE^HK9QFL#{V8CtCyhTO4dBn9L#;j8_<NxhWR^Y)9-6Yc?S`
ziTsRNE4e-t*YfXUn{lw631m<6x=;D%z<6Bv+Y<N(K3_a!zX^B#h%heJYO>OS@*(W6
zdj>ODJ}NpFb2(FTtGIqkVcSK%)-TszchC~XQhP??a2AN8c-mGU4lw`+%JJm09y*Z&
z%jS@iryh=eN9EMz?M$TU#lht*=2FGnsrX$)*Q5gq`GP9f6i-gwa~<JD+n9@Y7t|T8
zY1Qe5eBqo0gIwEF77p4e7=z)rZSK%q@fY!IxE|j>*{D`_VQ`-9eyw-&`=L7IyP$Vq
zl-B;#%)@%+X~TusrO@Pj=vUGh2Vd`R;xxk4a8&SLA1`Hz(G{=jj_j%I@<X3+4?S?H
zdy*cj^;*Dp_!ptCn{KCOx1++pwh$TUTI4OnWx9Zkx-Q)t>_|7tY6SC5w92nFQ4inY
z+PcAm$8&{j&pAnAcdj4fD2HmkoKB{)z{>m^i_!dNO2c5SYSMnHbqIw)&vOOd=|O6F
z2*Uu)0x)BPQgWn+z{yzZ**7#O^IoV-HDU5zaq==#x+^kj%I2Mcv0QZ0cH>>y+AHOl
z?~u-M$Rel3!gyRx3wcwyyytRF%EUA?7^CDeH29b5M?PQnN+6Yx=`u$0R8KxRq;Euw
zJwf+#c3G?e0TXbc>SKk<i@&UR-REb$vgiQF?U5p37h~T5K#|toh=hrks7tZ12bc8^
z`FZn%4wc8pQ?MXu^;!;xQ;}5A%p~s{KwC%FT9tI|LVOT~Ms7nJRORD}dUY4HX-_fO
z$?z)uP<65QvY14}lH2BR@622egZ}krE={>bU$0R5w>BG?{=>s7OmKYh7-HtOiaW6&
z-CoW;8lfas<CZ`)*hoCVlcM+Lnkac?=P!609RS5TIEznt?yS`}taWWMu7E^D`^2Py
zaZ5qbLffM~#FEZ93&v-%yUK#jT<TzuRv$Yy)3-lhHcKi>9%I4LR8=%L1~q3p^mFc~
zaTyfqkevgs!#cWa&U1c6EL?%;t$uE+BgWim!r%z47j`lJ^Gaw_%0-_9X2zrJx$p36
z|5O5&QMoKc$KYFC{tnlyWH(%^f=c{%zAN;U_l^C6D28&hdz38e&K6~!*OCoT08jv+
z#IKrmTiVO3>lFau7D;i+o1lT_;I^kRgAY5l82vxR<(zs6ii^><C65QElG7h4BIsYr
zC&sKvqqW7A$8;19^sH=TaU6&HLcSE^zg5^TTNIv$u#Vrbs;=pkeh7yWCF*ioMK8fD
z#sr+OJrsduZ0buro_MsEazgzyxVxJ%0iPK0v%~dpF4oRF_w%_LSv{B;IqxU@V#J*<
z-LJfdbNOZ!dS0F3R@^c+ClNpS7~<dvptO4Y{O#qRpEetmu24#(wdQ}f?m?}a(pU5{
zZ1O}w1yie5Qv~M*`oqd|JHTAi9m%(8Z_nDFZLi^>@0_rdFrjE`)yka%t|URs8!|0S
zXvK2fo#BBsbwT`icOu)J@hk4q>a2^&rRbgAHI06ys}tN{f)DP<w}{I~9M_^yw)UFQ
zL2PSDd&$@Ojav##*PGnUKgh_0w@uIy`BE|zK<3`#d&NES2zk_?a-{TU?H&NO<6GSm
z;W}<b@PCLf#Z~qOyV(p^u!UnZ1>vy|bUWvcE$M}@tJ(RMw3Pni!-x`wvX5FvmP-|@
z9~swJ?!DFwv5GWIPd5qw`Ch@3y*A~iMiIXWGXPb%C5!Wp<|#ZwSfWfX3r|*0$8`~P
z(=WfVSuE3eJqggH_vooCr3$slJs%HWoMSAO3rg7G!0uP{$rf9P0xs@hLPKxe`?UzG
zD4f_k;2Iizm$#y1Z&RBOwO)%R@eoH#0?l}t)GudksD`M=YK#IM2_+31Cd#{MI^#zF
zSg%{%@J<|Yj2xBLD+T=!_S54tr1O%=pB!1gE>q+t4oUReoR-q^(Ov~3va1K%B%g>*
zo638N1>y$w5~g;Bcbo>3XUvOZ&N>gJTMO(w6gFW*V5?HEK@F>3r;t*saRI2}fxS&)
zXVqwLT>tZpaBG-YA@ZWuN<D?(?5jhsz#^5#E6>XtKTyAF2dCvzPI=(=gIZWx<bnCx
z))>i(`p1wJ2<rReVvMAe^|fht^#-mTJIHYC`J|);JQ+`LXY{Wl+asx32}kvlt0nyC
zt_9#Cgi*|D0F&UYUqeHnNHdt>^=Ca_Jk_?9k2cPbHt4DL`4>+k1yGon9khthB!iXW
z3#U}Lh-a6hKd0Mrb*%S%Hrh`NbmvaSPEb1xynO90Fd!OHt)DC6F~33XvAC|{TrftJ
zLmjL&aX-w@vBc^#m(CACpf^ff4=Fa*$@5cBSQ-|b&)60~N4#CJ-)mjTGOtx{|EB!&
zMU){0T97Clt^-o_N!->%gVnDIioV%Aneq=1%?BFP?1U(jYIJVW#5y#wt>v>Hv^kGj
z<bHmgxubbn$iUBM?#!J(ah{ia$*ll}-Pq((zm(HtDoLyx^7aI^>B3tM<t6yhA9eIS
zjFISaqN+*C_e)L^^?-DH&m+S>U;te%?({@>#Yc=O?sh_KT+4p93olmi#+}(K?v0mA
z{cFNA-ulS=nGdY@>9*?N6qr2EoW*3vaN+aclc*T3d+g-AluT@$i&`Rdy8FT;QWeX*
z{$7CAMz8>crhhLrjiL)0UL?3@KWuCNT>u``<@B;l>m>y3d)+0im@90cjerNRfjW6(
z&fU`Qf_Az@jpV%8=&f_}9f8)HG|8b1CETZ-Kyf0Y!7OZTnaN3ot!mO0vZ&I&rM7ls
z8HhLsET+o8NlYZ1EzbU!@L2iVi>Qd1{Y#kN(Uk_Ijn#6|`fmJgX=un_Ga1RV4tCVs
zOaF(xFOP@1`{LK)@laVFNo5ORP$@$8vLsvfEnBi>FKfnHh*BtHXGkbx3n7D1sW6ri
z*|)^l84M;fmfszDTEE}#-@n)I=krIer=I!T&%NiK_qpesdzP!3x@~+BA=-DQK%L;|
zVheBF8+lmI;D|~wt@hX}lr=f1_ukZ@bFXi95gdum57Q#L*AIE2j(uxq`@oZSd~Dn}
z&LHQ(D@A83k;&oItN39N3sjU^_IjhG|CmJAt!qhF2TkZCrg7{Rf!(V*3HDV23U+Ti
z=r(JIFQ{E&K^!gYjrS6kO!hsMOcK0JATD}I$Ak{H^pndL{$r5uArFf``)SWMJ0E;{
zg(+i+X8L1B-&?MKowH_aeJ?>}6R*EHjqte!_Q)rm$le2o;zV{G@`hkM#QpBLQsx_V
zPZPBlQS5OBpsKpSIqxro{MEN!+(<=Y+!~}7+I(jD`LVL9<blxAsms1jANCBN%%!(s
z?~I4ArypSbqAtju4yaaLphDMUstZR*DcX0AduozON1gY%NAWd)!ys%qtNzQYc+BG#
z9=Qgs<s!YI_JXVK-K%$6Zx@~4wFshK1wy><RzG-o`x+e_j|F$<TgS5iQ}%#sNq}Lx
z=#1aJFPMsy%4FJu$CuL;?(%ez^n;cd7c0g}P;0E3LKV`1wGlvSANR8}8($8X+sjWE
z0@2^Dp_YE^peMLHPhigUCk%MM6mT-HlfJa?M@24B4m#&S)p<&>q)X2{q0w}VW#pcy
zI_V91(d0b0=ImUvwAa1lI?ZyDwKBP5+cg`*gUqCoqm>?pK}KTVtnJR2OuV6ioKMLq
zNYK0BG;LH-K3LPZRW}gTSu0G#UZo~c2D-uC>)D(^CM??(_!EkRnLh3|klS~K|FVVQ
zg)6<Uqsh_o!*e$oZ_&2>qmXNv#(!ilP3Ms@bEG+Om1(i>tZBjK!c7&-yBByH9Z>Wc
zfgSu(V_JR;Q@mgO@Zw^k4fN9KK@c?j%DSJd-MkH(6lhMedri^h`uqjHV$$)f$NOvI
zB{Ig8`<2K=76v~!A?wR*JOkga76@_FwX4<7HtCb)<j99Z0H&#-KjftDOHS27dbkCi
zhWHUt=#$D=b7=2(-9=z1+h!o;R6x5|d%pA0Q{@};=Ok9XDqF*(#<PNH<)%s`8w-@%
z_160&mDpwasQpvBEG<=|+dMS#<P8Wy=;$^P%jCbocAbBT!RZq^J0*KHqDzhc+ON?)
zY8Tu!&8d>-{&9`3POTxWpQ&2?t3c&kntuHa&?r$A_#CZff#UXRoLn-<le$)D>Q$?!
z6NrcjHu4^nai?SE2VNgj5_KJ#>Cok)?94STB2?_9Z5OEPa(!~M-8PC4js(z4>Fs=6
zo0m)W>njQLHn#Sacv_z*js*OTw<xj-L`vw&89HbA%AtB7_rSWk3Jye^_RChDXmx8Y
z{ano^FyRv?DqAY)+P&I#&$AA0b3@!Oyv?JL?exndBXSnzQEEZ!`)XwQu9`gyP);26
ziO4-qh>{sQAe9zDO=-*YV%b)nWE{%rNrAe&4w`+oh8~KaUAIvKIa92fbWh4e=zu|b
z<j5XhDNfa8zHdkm%Fy!w`|&x|5Kn{mDSfIO)wbAL6`5~{mozj#3CeP9`)l<p$*#Kw
z>R`$#cCkZ|YWr=Rrm*`PQ4!d)AfqTu@Y7c)Kj&fHoXeE_EcID*RRSVn?CObQpF3@Y
z7d}SJPI571yj*jy6)aj8um=gFsl}>dykY!;jo1iK7;-6CvoRq=*J`)w0qlnblYivJ
zhWsU!;7E1Kv&o<(al!e9f(ExCLR14v&5-Uk5>H!+a^C8sYOQ4KAip?KCec=zIMutl
zS3(YZ#S`g&%KqyOo$}$V#olUepyM|*3dZC!a+FjaHRSA9?qcnzEj7y0W%``T$??jU
zIlrGjLQ1@>F7_-NM6ITywj@r?yBNf82h_c@0F^1e`bw+3o~r_(;a&$O(;jkvYiWO@
z6r_5q5Mb};peR&IpWLJbW96YF-~{_e@Y)>cSj6|jX;w|OTWrQJi#v1VvH!ik8=$)@
z{8pMwRA54r!UwxV_rRw0FX0<KHlSSQBplkZ#{Z=G1>X2AJG0OQc!xwDZhmIP>-sXe
zIc#wyqR>-T_HcJU^-E|Ii<fMzv{k#o+YZ?yM8nDQTgiII(`X#cSj<TgsKM&mdn4vX
z0(~)Xi=jNW!oaYz(I(^2<7>5p7M5Lh)Sl7`u67+{rPMmlbSwmdd!_x|z;?RNt2oK@
z67OLCMy9<A6g%&I#I5Y$iI?QPkkln{x_P?aM-+sSZx^G?^+?{%rF*QAb%yEsi(tVb
zbnL=hR7@@-v^2!QJrUH+0c}58l|oPGRL&LL2p#^X@~_J-h{XX<?yhHdp^x=JK3$pT
zeGf-3)wg0$@u>8aTva=j+T7U@D9D7Jo@7x?9v#t}(qmahY{d8fBdD59bC8_T*?sdN
zF5V%Vn1%dHul{5fIMGlS<{%nX`y2_20f9*(&LCnlD__&_qrikiWRb&EubBS9R4gSO
zA2jz1eHQM_!Z=4p6P8^QbVNz4C7P1VKr2_7hdIQYmOi#NM>C!4o!1JcVFH!+*<N_S
z&)6oO6q0T>HgDfjn~~O*W9^u<uhk>HUXJj*f{F*2;;-w&D8ptk#7Z#9w*D@xmdQ)@
z<jjKlp;6;}pgV2#V)w_0gA1l}T^T+BDXrJiPk2z}S-ov}mT;<`rT*y=FSUCX<qONl
z<p5R8MaEb^j7P}X>F#-Uh7(uVO7^hBpOlw4kgMVgN3t^H5ZoV?1muHj#jOV-ro;eF
z>MkDf!gRQU`LJw9)!RES`;)th48V>(AM-pFV<P+m#uXabj@LI`B4qShVo-dWuamZ_
zP5kvPIQqhsYhO>D4{!SihwKx)WS`RynwcJm=5whOJCvuTLHVLrda-IhaBzc;$o3*R
z1@u|@@@T`VQ=qU64`<M*$HJPO&*#+zFHa3kP+QC;YGvWH7BGPQ+4$SbSX&uiP59Ha
zwT1QVz6)_TN|R*Y(<|yt>6C*13e50oLi3oRXOTRpLMAbZ)Z$F})<ZAGHCm;lAQu}<
zuG#9c8{se*Ho9>Whh9m+i|eyyG&%C1P3IPl?*hGpK*BhO<_ssDxwq1Z)7XAZx*jGA
ze@rslOZ;=tOg>47tXEb>PKlu!kay#3QMARWt^jreo)*cDr)JAY)bl6EMcO)7cw__h
zCi0rOgKd_4H&Ru?QiXVD7Cb;Av7Va|=$U6;4CmBXT0Xeu7m`%y7w2(G8-ofmTaI^q
z6so`u>no@@b|^*fO{bu1pgb|tEFPtqR5z|Wjw={!ADxwf{-e3IpAn67x9$$KAjn<6
zF0JaiKRb$T@py7&dpkoBpUGx~q&J>sEN6^q6i>6xChM0F7dGbURNZpBt3n6tDl+-I
zwg2PhR(PUsfLa@MM)y0Q)oCOFptIe@3s0N7T^Ew*9%rJ^n+35SS)td>>p(>I2;9%S
zswK5c!b?2(-=d;FuGWv7u=oO8aMPLJS&f&H1+d!33KKU93|p%j?K}_FTGiX2*x1;Y
z^v%;oyd1bu{IINH!}!N()5>J|e`}_Gzb&uWzs<j!)mMI+r7)N!T;!yL$2je1&KT`<
zBE5xMy^zG;M%vnsiv01-;-$qtY!Rbze$p{f<%S8ut5rN{hK25~NB>nDeh^{zs||-o
z(9I`-+vL<zzYlaq)|c*K^ZmPI3g<JWM#pI>pp;blB;s_TJv*3n&X{cWoYkx>RpMJ%
z!+6*9QLTr6(qh+=Ps?N*DQ5YH9-|Fht%a>A4h_31ooZvupQsc@e}1A6R_sDW$9`gB
ztW+~GsjJAHqi^(l7AYljpDu5jU7@2TJ`S^0jMe~@nD`!>!2G%r2Xg7Ct$tkOXF%j(
z4R4UgcB$5YNiU7lQbI%b(XpO8?=D(sH7a{|&MKK-Jy9)stIHC(80?RI+oh)${z>NY
z=sl{RhD!&-SxU6`-$ss7*hJ4;BU`QAv~Fx}tixw>3sHzzK#1pYe*JBs0wvVCP)h!o
zLMm`8U<L(UuPF{b1t~jYTLn)oNBmEvPbb|s^?bCkeY1PM2m(|cH?5Yl-U+8J1qqwo
z5|%hONlS?g4#r}!w@r+VjkV7f`r{qvtgy0o18%F<oVMvcmPM_NZ~$qf;56X{A)2dO
zwJp1ErR{reXZXm1O~~!*i|>INhYu=-x3NXLi+hKkx*nuMxvU=4#s*iXy$q$~9eDEA
zpS1E(I*D|+BFfC|c^lhvk1+n`)drqRleFJIar~E0Or%nB@ong3dW8P;2`BIgxEgc1
z-UVszpf)`jby`it82Cge4`FT~xfQjxsFsw=!@)r)!tc`qs!Q|gO)7qk1mWxdaSQaf
zw!r$U+7Euw0(!6Ro6{2K?GfyVR`}8EY;8QkCc`1eDz7C<l4I&?^7$-4di|^=#HFp4
zK*_)Cs`2%Yika(d#DBr~KK+;iY_8R`Y?mq{T(A9!ZH{|pi!u@cv%K?-tmJON-^tqe
z7N4rLaii?}rk#P@r_Yi)Zx8gGU8<rpX`O!Ie|ge&tS;oLPBLYl9q(bw^srzAX<R~O
z&U|D8@F)mp`W~HQdgu^}$L))z675Xacasr$2PB%;x@FT?8thVaJQ5xkxFJ%0EUSXH
zEfk_J3gTmdDoGE*-oJ;$*gVOQAI-E%IsI>#T87p<pwYwDy^wWz*c5Ir<f&S!CR36+
ztqw61BpJ7*1d<2oCCBvsSeXu9?*7tj!FR+@(150N2s)5ExQ@_5EQE`BZlKZVYZuVR
zIzWjTRmRLU4?Jk*mNnIuOvZWZuT+Mv@IUI?Fx=dhAL*@3df{z*Au&KG>q7>1sWPDy
zEVbUKFlH`Ib@mk=<spk8XNF%^Wj~nAWw(Ciry;BXZ>57A>}oI}dic?>w_28|m4Iz~
zz@!GCzWPt~KuTDa_?9@k|Ap#@I4ky;NUv9^3-@c;?AnIg{R?kGAR0l!5{ijAG+8vC
zbL_Pbe_HLY^e$w}T$=8b(iH`HXL=nV2?sQ$*7!xrywzvE*OZd+ol^B=h0ib)l=YUQ
z36`u8P|UgFRz8@B0HNP|DL(!6%ZC4r@wjpH8&QJp7y{7;Kq90#Ss<Sya3te}-zqlV
zK3Cgzs!hr)+^z01d7IvDrDB(BFclY&jNN7y_%1cDiP$8wPn8w;-jk87=*Sr|DyUkg
zo|N!Sosr7m18wD=XORsQpUnhrH#6P!ZN>_cH)sVBaB%l9$bddX|MO-2)5jH!Z+YPc
z+4kuG88XF+aG#uOGf8#y20O)1t$ipGRBKil+7&$du}-R61JsS)Ly@^%jbN)|1T>HB
zKImLH=|V1v;*MS>7d0={B3rAt)(ek@Hsn2XGya7cM30gqL%l$Lat>`miPPgzI2dPE
z>D2(2@%;y(ZQGtj$kr5R1l^Uz2i%fVKt*S2jqhJ80TvU{TKZTbzhcjIhc>C<N2)z#
z*D}d594V`tXSHQJpMnoNB!h67Lm`42#}+?QeMfgF0s_!oP^Aw(c!(+EYzIU?yiM=v
zS+YPrLCbqCM?ec<8}Qfmx_)T`IxG+S&{>2`ve~NW4v6^NhI|i64-Zhcp2_{`3&%i?
zELi{uoEQgR0Nicn0|u9t@}7IC0Lwm_Wf4CJszr44bD}Y20U)68uf$W8`tHfnHV&%S
z+w`(c%ltywAD@#m^WPK14G@{@pDbY5pcZ(dC|B9Vf@tc(smdS2L$FH%8=L+LXs;#5
z*8Jn@p9Z$eZG#KYmRvpQ2`JV|^u*?q8EK}wi2FwTU<g2dD7%K1PHDtO_whp^AVE!;
z19x>ZF9F=|m?BPR4Xyc<Y|0!NDz8~02RScR)Dz!mWcuWG9_c-7oN35hV)fu9X?c>G
z6ra{<Za$dbwJZHPIm2t&MK{!G%JVj>ub+sIN3-@c^Tl#j1=yQxfG$u_+^_D$-&h+i
zjex@MAbAeNNshcbK*}7t4|o=^^763I2DS{a6}j&A$R)2ZNJj;LE@NiX;f(%LkdwmX
z4oX*l)h->a$sMEBM&{}wpQ*s*3NN5p-##GZ|Fb$;@ek(az5F!S@Z!<iUDlJ2ZK$0)
z1Oto4E7M8I{3BytmA&kQXWF=|2Q2vVG?NjaFO*&YKsKBf1GO%j1Kp}p`ZujsFRrJ!
zhr2zix>+L9ywzWY%uMlQX4=n`k@sRqeOq80e13;kJ4paG2SnZ+$VJu{Zw-O$!>r8q
zS(!nT>9ZyQbWA)WLG`Us@`3CK2l@Fg(r9D^1in5OQ2!7dx^O?{Zr53aWY!V8JFo^k
zcJz7{sNfLYDi*b7;V9$Xn0~;*L=F>U&IcFZDc5*RXw0{Za75mJ+PP+d(>xs4o#NAe
z7vdY3N%iUk&KhSIlS5h#dR55RZylw(tHt_qdJH{Czf%O8Q~FDv!pU-|Q30na8#+(7
z=BauHkk#MhgYjueS*L2<Qy;&xk)qO(47~wau$C!Wq}FUVpRi+SeQQmGw1~lI;U1-e
z$uBS6aS@wl2MkB_b=wg>G{$b>I;jdkOpeFV+bkuX&ZO2pis;RBn0)>^Gl{q23;4Tj
zlAPgXt&brLhUlP8Zv+fP)H{{e+14h;)AI!Rkz<pmda}2wvqnsPs02+|FHs)>3HsAk
zAf}LA>b%d)!hunAj?~g&&@7;r?>;Vp(yH_9qc?k&{?&VFw6(#pD2@pQHvn%`m_qb8
z8%#l45`>lw=U)Q)w^|0W$_>FRr#(2)n&PgUipIhHvD^b@USU}RI?zzzTzSvCkPcaF
zIq0nJ5KK;~CORXcJqK8P!r1oQg{+$>RNP!U^vv-Fxy6D2`TI|+)JF@;r#QC3cQ7O4
zfOcGbJTpkNqvX>FZ9rUi=y6~ReJ!Mz)56b*e)~k=V$zMFV(f5xmBXOli8@1__`wTE
z{9xegCC=o_L8>sisvDI2aTFA9gH#kRfck~;C-BaVhpJDu+clT<N)^Ahs;Ydr+K0*a
z{657g=U$oNi#dV))H-c8J`UYyK#L2P5rej>j$m@$+oEM69F*}&KSXxFUZ^N7-PreS
zvO)5Cz{}K8?GCz<459oV(P<;lF$gJ_!p~OvXPL6~rXL7{o_Lb+pstf=3$^w|6ItYE
zG0P@_T=|?zOiMOpu6iP`A}A_vau*Ro{jG*?>{d_G_&y#DD)jC`w?~|ncp#_Fn}Snd
zA9{okF|)3-xlO6`)`Mo@i?46*p$6Je&4ank*Cz%h*gW#4vhTng2DD>Y0Ux!pfj@v6
z?2&_iCU6nqQl&A`stJyunF6H#d7brvh%0d8$Ru7|2gEacvA+zXh6`B7_SBeOTkqF%
znGtIxu3o69F!x^tMWQmTHaCjWYQrFg=&z0iF(7%H%AxD!^%Hhi`V0su5i)h8(g?Wu
zrHOwa*T@m(o_#Mt*K!G6@BW6_%SVcJF)rj_YKmy%t(81z;BsZU#C&>tDLSCA&;|2d
zbyE%kmyYOL_$`Dw4WZ1u=KA?7y>Xye%z3?IZF|`@bS+hd%-f0j$sSa~pg~BGO^Zi(
zal@zel_(3%R}I7-kBHg5oFh*fM$_8C$I?OPBTy9CnGxtO6hTwuj_-GL%z4{#lfP@5
zPxxQaXVEk;DTKRq(%^1bd6qplcnVJO1ijcx-mkSOIo1(sNm`jX=W~!V27!jPRr2uy
zCvvhy^aY!tYrB(-RcN$bK<+tF;%c}X#%Z#@IMyz@$S2p<ZNs(0t1VSLXbq@M<PwcY
z@-EhIt-Yl^YO-c~-H@}uNwPMU><Wq^S@<vOk1D`KJ7UW#mGnUtv}8FDjgka#=DgX<
zy?!Ugh4=5Aw=s8#l}EEb*j(G4ETETI0@8Lu^Ja{|b}3}D8E}h$(5HIsX57%40!+CE
zLe7R*EsGVYRGEe@V=YW-j>Qa_%}G48S2MsxyDquyI#~XT1w{vMsFhpVZd0Mf4ax$f
z+kJqBvE)8IuwFSB{x=t(Offa+Cs|c354&*Zkv?;VDfiP;(n<k0C;v9KjM{%F<Aje_
z4p|C+8dE7`jH$$59`#_GW2$OGY3Kj*Tn3~e{V=+v6C^KKH$MAu@`J@3=q<ufi$FtJ
zbBmQE&V!VN6Y9KsbCM9eIlCi)iRRs*BKnY82{8s*pe20>5fafzX7Ubq)3B(RDYv_%
zf{R+Z#HVLWNHG~r>=6Vf7`aNj>3}0R{G5o2VY8>P<-})tyox@c1;erZ$hE&5Qh!~)
z7w(_LMdWw(;N(<1vP<C8Ee&SeYb)90D`8U?r9sb@L)k!)%L-xD$J0n6>^0&C=f=8X
z%X8ckrDuz=m#gbj-pRu_&}&iw&g<1V(j}LpN}P`LE4HX#@ouHJ;ROY*0xXqum>NIN
zCP!UFn?3sk?3hnnzi74a2Z!@Ew+m*ZM;~+!FV4$5(FQX5LfbUfrNJp;K?S8cRx8Go
zqQ|LGI%D0?N6!=hgv@0iWYTCZA#Oa)IW@`rK(9S<>Txz#76+rbo~5e(dtsqr6@@TJ
zAqhY0hC;|sGF)8iM2@AjX0$7LqZDAP*Fzw;d&xS}4=X0-=F=sMZEijIID<x;UHaCG
zt3WyX^tH(dckC&(9%8}#O}%>aUcPn2WyG+<(ZZ`X2loOi+8xvYBC6Y{GWqRq1R-Iu
z;rbc<CrKY<1oxCp48sk;@fE*G&l3yTW&PV1?HQF&q|4u>oEDG`oC2>WXr;5C%E$5=
z*(W8{=_Tkrxzr)7AE!6cA<gTQGxiYFe0hICKjQ3govDEGn4<&=H0phPhDAo<{=Jim
zJm{xHO}c;gz2pE`=9S+*I#8+DiTa^kK>+X5GhIDvd66+&FBU9K`L4~K81sP;a-y4Y
ztU42@Pg2lt7M$zy8m}4#DX}LjFj|YC3R!eca?}LpO^@*d#~%E`Tv3PC6gDZpk@EZ#
zkoBVQ7^u>5IZ|^T>K&@0HCH0L7B#lgnh*)6Ug=MK)Sx^j;yIh2t^GuW;Ng&PCGJZ0
z(Rf2iMIV>G@htC}jU&CmZtgOMT|K+xVJyT?Me#$Rmx#>qmJrD1*(n)gq_y$$GB;as
z``JNW3MHXmcJ*mi#PauDr2&;%j+=!GS0oC=nrrAMEFpxCWRm*|8tXq6R7The=q3$E
z$qru7WV0I+(P*|B6R)irYrIFR4PdI94_crIRnAp)$?9Gc8p>^S0g{gX;?L$?ymGGE
zZyy7A)E6Ze>&m@f>6W?Lo?DTtinx(^WDd^f1L_On{e}(f!`*V5Du(6qvE}6A3&)uM
z!?-5p;d*{g1Gl+T>u>U&$-_1PK&iZ=bwroFnS%6cHLmLDC!Kv9mSdkQeLe>?HRQ1p
zL*FjmbEH>#(lbLje6cLCxWU}$F*>ljJ<ZL5F44<~&ixGNyu-mZ`qA^&i%vpf<!JE`
zFg>>_p#N|;VPuU9zhji1%%oB)K2$8ZC9y7_SQyWQKqA7Z)scdi1qAlzybTsOZlCaa
zbd+CrncglywD8JZqHk;~C)(-Ci5G|WslfS8h84tM(0O*zw5II+6)Iz1t5#o@R3=(j
z&L93&GR*cq`Q@t@6gKDBT=F7Ux^6?cxx(pf7Ibf4Vqz!jZjbev_a4kWabi+A41#ec
zRoP|Ly<17|H!Td1zq(MuEcC#+(%X@fkWXxZd#!)wZL89sHgfd&*t2pLWM2Beop<U5
z)ma)7JB2}->CLzEm4j<&bH1Q2j6Zu7usw!YqR{ph(Ch*QJ2Da4or=-I=v}HHxo<Wd
zIeVFw6)C7|z`~Z{B<xwk9^ImPWPa0hz(-J-(3pLsHmgtOB%}NT#6XYDovMn}X!vPS
zfH2_e)T;XRxX8_G4cxXJ$a{S;h(^b}{k_zD0w%ljNhgyhuo0-*JIZNv5!ncB179Xp
zo1u#U1&Jqy0*vS`+0{6if!;sl+U66S6j}p6k1er1|I#C%zm%3fzg_+fgd&vkn7e)G
zKX8z8zMJCnFZkK^0Fe8L<Z))Pq>jDcE0A_%8d&e2^seiKp3%RdbFwkw=(A1+C9)@R
zo^0fQ_bzQOf!s=hEMoL-D>K2C_DLRfsG>1N_~_~Gsvph1O9~Yp_*AT3szyc$=*h_U
zGkkyfJTK^4uZ%cm9Zhe2Sm2!f+c?|QpIQ!ocja#T4bsIxuQP>y;3m<%jrI#+(YVp3
zm%8Mz{f6exxc%jgHBjO%8zd-Jx{Br_bnKI8E+u6L7>sCSsfhX`KWA2Mw;`4OnO9lA
zQ8lO+^maQy4bt|f$k~p-wKWg)vL9~YZQ47C05KFopCt!;G!$QfA@jrAwEc@uwqS?D
zr|$L%b{nMv{vf-hhCzbqfBs>8q(4`e#{#XmfwJy&q`?0kHJU~TO39l0G)FZ-8w8nC
zPz3(hh2+lNhdG!zq-ukr-~Z!xd!K8K<S}stvQ4o0H7V;3tCU8{pZ}k4ynB8g+gdZu
zr<HRj#=%&-P&yH0B2Z9l{5MAZTZBnKpMEj1=<*94N^T9p&=@W|$NtmHP@S7?bYzux
z?H3Q?Ph<{f{h!oekoccW%jNbR5RP8SUg+WgOd}&^f2@Sm^0AR>?ap~PJl_hlA^bVE
zXR$LW)ooNt#$Rj57`M+=Gv>)Uw6PuP6D8MWL40V&#e!;U&n$7zTJxVjKiQkF?Bpv+
zNET?U9@BuA_3c}H8{Jdv<{k8q772ItMt>0hfL4<sz03ARkRpU{OdVZaG?95&$i28+
z{Lbo0S<(2{(l0&`wCrQ1r(qw;RM^T<g@w^Vw37?Ka=QqEi5RyjfB-cS6lwn@kax3-
zF6gXQ&OBN%xNe%SDLrpjT1R~FSX|s-B2ifCoNu~J8qHDEIoo1&RuTEXJj6Nco-BUw
zlCiwcts`sqqQu298Htj<$onA88Z%Tg9uAuw+Fa3^M3gVs`}QsfFHy32%ye2@L|NoK
zQ;!>fibYM?3Y9z+b;%SR$Q-W4u8yay`{Z>g@-Oc@7f@*&cL3S~zZ}X*RVCbGj=9Cu
z&$?E2oa1g_K`KOOVm`A(?kN^Kz9$brQ?CMeRJJw5^PZfF_v*>!RZtDt;_h)qvu0Ge
z&L~5Jl9w-6c$QX)E>Zd>@xdpB6#NzL-J`8qMymJR(Au<SeY9wN`PJf+H#n$)<(kW&
z+RE2wcQJH&MQya=sI@4VeT}j7TUtZePRHy#(lhpn$FtC~%SQy&9t)ZT7@lIeD0REJ
zjxP{Fg`9mPDukf03G|t4)+m<KwQSlWXx)Y%n2nx<g}k1+u<F)(%vXl)ff0|z^b@cj
zP~dj^@B7hBZ<CU9V)Yi`-lF*n)~s?|T*GJ!qWFuV@e``|tVUcTl`GN8f1Qe+Wq+eA
zB&BM&8p24Z_w}Nz-w^gGVYd!3iYgQutKVm~RJ@d)@Sc0dYNem0aye+J>C7DJwO~i$
z80&6|AP12CqrS}&&rgLwe&Tx3N{xyza5eBw)7%po8?e$WEOX+4j+7#pQR3ng_G>Ur
zoa4z&$|EJ0>FOVuWwrGVKEX}zx?<i{;$OCZrmgmA@tCb~E6K-K&X9`6A#M^8yTPfV
zD^r5uasWq(79((bZdW~_=m@3f;R^c~=ashQ{2ZLBjUN)*29j2WnTH<9K%-fWc-o<!
z@pZ(eg&8ra(9-?-6$=aZ(k6D@EqQ1@jDC?qkKMP}3zc~tH@-aK5X0ZW?fI&$GTBvV
zjMYbP;_OldlCV5#1y}~508H=g(<dECpP@KP4)A?#0fc_nj2M<*k>AmpD57F^b9z-@
z&9G;oGPslUUaGJ$s6b})<A#XMET_!d=YaZBglLk5iJ;qOM&mQk=N_|TdMLlO3TB(n
zpF|h2<<Q<^C=)?<`1C1F4;DVPfq|%TdzqoxO?k2A!>0!FebSDij+dIud#BvMzR+>(
zJ+N<dnc26oop?^B#~Y?@USUW(t-?0OT7A4-he+8~ENKW@Q4al2ih-!&k`xBvp@Zgm
zMuP58uXtrr4G&99a7aN=mP6F?Q30z%e!Qfb_K^XP*hZ?0>W}OP^uI1p9+^j5C!Vtn
z0XL}B5`e=qV7y^M{;Ww7t#H1qf2?VzCC>F3XWI{2UaE_4hxW8TV3kurUI~=#@DEuh
zECf@b+XqrsrHtzO2hI>8yYgp??vgy?H&$=iNt0!Z1Gy*ge<!w-;$#u4P%?94$U@A_
zO0Sx~6%$9=5m^f{zOaL4w;RJOOploiG`z#1ZE7cESI#j>FVUPtvL(oUqCJJcX6l7E
zS;~YNHn)*P%<ryDGw)Ma@$=80QMnS;9{WlJ)y2}s7_VO@&%2^^yPny4f~35BzR~ts
zE}jp0AeNtncIq~oVRdYlVMR6v3w&S{>9+q<Jfh@bX^m1s&#~$-9_S?lRBm)}`Q0AN
z*D!P}Z-2LQO4Y2svyNx&fPU!dx(4~0xw4u*Zk7)#-f{RvIi27nRoPA}Ka*2wmnZCm
za32i~dGum|+nnm+aoQ;3MOCLNsjHI(UaNY9jYU&jz+#mdXGu*JaZLS4cNWzaAus(;
zLW06eyYHs@)?4`xK7I(*I-G4XB^zP7AYaYa@Z{|)8e{PpW5=X;>s~LJ`uv$ai3456
zE`*%4Ti!<sMv?G?zN6I_FvjgQ#|rbif=}=&t}g1N9r#$c_;F+3aUap40*hmXHQgrg
zvN6NPTg5n|#9RU0fOBtX(}|u05O|3&_;qSc!5FUyRz$1Z!B@eZ0eSt$7BQo9oVg4?
zpEYoK7!vwrBu1`dk9^y76=7L(iK3C&eWoC<-8qb!H}dOwx>i)*X<c)J4(`f_(flkT
zRX4_7u*+pbt)qNM%k<OL-nJIL-K~V>po3Y$6(zl6IbWny9^=NUtxt-a$pdl)q50da
z9?@tHc4&?g#}(0F>wRvFKCk~Qt{A635;j_^tjO-GG<qjY@xzJd701Xb)t1^oJ{8&J
zVMESwl+_)==8sj<CM_)|J$XaU)R@?Y(X8j1#x*1{>%XsiBJ5kpp6Pd{j#f*yH!wSI
zc?vFN+`XJ>DG#HL6^)l7eH~R#bBnWaZJ0kLGx|-UX+e=+Y|8Hy%hLgTbO-_;@U|G%
zGW%P5?0P%xBVNt>(xL)2Pimve?ynUEw|Ba9?m3AoV6H&w&Wi;+f}csB^;IgEo|<Xr
z>sxy5@LdxF{c2!V;fs|Ro8@TcnMt<-dHXX1J~dVS109~Bev9|pAFfz;`I<G|<`Fgz
z<sqSX7WO}*J`@>K9=sRgY}pwTIoTq`Z;C)pcQ*D+EN@ia3i02MY@+>S_sSoxXE=!Y
z8Y;Yt;(RP{1M_ZAS&vyBCXrNOI@(WC<P|#9gV%Qul$-E)l#kFyOtzI$IxfkJGJ%i)
z9R$$K;*Eg=F(%t=P&;#YovU`xV@w39z6c*2I2F)uZ$8qmK`EKL`{ymFr^l94*<eT|
z*bei{6AL-RYSzAP$6j2^Z<_2eW1q#*?kjjiInr6*qPlL?v;}Fe!>uBwUx)Yl_FGl+
zqTQz1&W!an7tg#mUlCg}9z9yLbwDZ11v=-m(`%JY_pBFGEf6%^KAWtUESOa|rHR$U
zH*PcJzS9qDD;x2&GiLix5W7BCH8B=g|6)9Ku8w)8y|(RK6*Qx&H9xGhTGvJceFpe6
zI(UBD#q`A&mq_tCwb66gpmC~t&c<0LL8*r-PU0&b*&3h+qHBR0vdaZuRUhB!rXJqr
zc%__9j&U`uPFDfOX3iwBx$9B3rY{wD38>oW?nqWgEy=!Iz?Eb4SjGYK=y50^q8#p@
zGK^e?uiIavZ#|7Sac+{7QCFQkRnqaIW&L79!a|I7+x+n2ntRKOI-)x4y=-Axwxd(2
zjLcn>3#O|yS!AfaFc5ZFZ>etuCZ;^tRdU!kUpY*)<E5DeJ2zwA`VqNXSDlD_<{M#7
zD~OQQf$?IeAjvry?83M?jJZx7ly9Coso6I@E5tpdd08<Iz2ve!+7nRNTj%s8fk8OE
zQr5QmVguKGEpX&N{q+E|q1E&5La2^b2P+MpVDj+`sSl--dZV;l;?O8}sAsbj+yKpL
zg~EH3G;qL)XBH9#=POpHI)rD)aO&)#_Tn|EYN2*)G0vg-1pFP}tfjf6fouwJRn|F6
zDb*xC*X+s8#A8OA_t?G~*=XfIR*y8YY2bF7Sg&cE7Fu~obs*oCN`U#6o`?G4EK%HA
z-GWW*6JBHM^j$a;&<AhhMbpScn0#LLv#Tam$!LI6hELPGz46m+^btYt28O~LIhM_p
z&Mmn`r!$jqp`0Z)SeL>?vBoLO+H01&9g-`ooP}4$KR52L1DDu()xYYhiNO~{lr~5g
z9(jA%a4{L_y-{Mi>Y@9l;RPq!8uYD^cGDXzGF04{53eVsP2C1Y;r}v&qGihu<sx6A
zO3UkSyQWx%9?a-}sgQ~LbSwS~9j!a^0Abp#e*m6#tT=zFIETzhmwxg5{bWn;SMe;V
zzFAp+{{S?I2dH6;kI$a0aIgl)-*lN|AhL_;rO&LDEcw9P(wY8~X`QINo(<X=^_!hq
zw9RRE!I^k+suF~oUm~PjJMzmj%5*h!eY#gGB>(3iN7^<D87pfIW|K~FZLX)+uPgjh
zi5i?&ny1f7HvIfC1oBMC^De3M{j}mK=m~dFj*^$-DE#QgQeXDef3z?+<$S$Kf|F)L
z-fM*p9f;XrF^5l=d_L)EWa&9{C_l_FP)$}mK)?G9?eQ{Bu@A!^`V&p4!fVZ5-BWRp
z-~F!0@y6bepffAI)1tJFGw;QPS31^PB;-iF!;-#Zc{NhLWA5fclY*GU3fr--NQ2%-
z<FiBHE-@%ZUD4+rJL%)u^>Vp{?6kmUH9RKJIccL|GbuZbG#fuhdM~ctJ}@*H1rbm6
zQ8dm~-H4K_nirMxCJf@%$24c0wPnL0N-zpm&ANqsE*8i=6f<IJ<7Bx@9=pfdsb@W{
zaKI$X%|+TP%P@nrrtVgA$$0jpT=noXLrmUkmgCCcc)V-X{6^9hGyEqT>3l9#igVpJ
z*Y5Pi&rwiRHji()eLf$LxDUakN_oHMLQ`?1W(N|cs`c3%J?ko3!WWb2W<nn<V<K|u
zi>}oP4ORx$`ApX+SG!aPR1>sq{iks*$%-(~d@#!t#Xo0xLM%htcV)(a8!hAqRz6uc
zr*u~ikG3aHyUxkoFgH~6nM<^nB#jQvF6L7`n_O@w$<5@ZIp!|#$VqSZZ+<1(6LGHa
z>}M@Co$p!eW~)Ga8)VnH$;c7reiSI*)9oya+0roi62pt%xXUGGZ{iE=iH0?2G;r1a
zLK%6hM1S8XZ$(&Xv9&W(z%(;~J-4fX@b$fT)j{LIK-;8%4bk?ceTEwC3Q@BIz~F7n
z>ymj8uA@l(dclLW=JQIH6vb;7ybow>PeF06K@oPq!Ew6x3(;^;SOX(nS)S_cJS}tW
zLp-Cl!9kxs3(a;6${}f^SulID5LHA-TJD`T39FfZd$xLd&9UQtLTT?PqvovKi$a6C
zHM>n;p`|=$l%vUf@K}674=FWZ^#iufF?XIuN{EVqhk|wHT)>-IHE)Wbfie7+Bk9KD
zdk~B4E1`>BgB8qt0ReK?Q|cZpclWsa?!wm8K$Bz_V(p3jX3Q<FDAF@-H1y%kK#hEP
z<B!)uA2D4rIKO(krd!ITARz5N>$Jo)Cw4ionBZ%mzB(+mvb#BW%wltF&~dHL@RXdn
z;MI-wV3JV3I<Tjyq#`YDklNTNu9mM#Z#l$LtQi=v?V57_7Zg{Ya-;@+ImCtbIk74?
zge<4Qp8kRkT%B%TN~{@(fGE@Zv^H_0saiIBnFKo>Ylw07l7uF6`c*;k*#SdbCA$_a
z_shJly!7ILcqFdIR9vHGzOsF(J8FflDtrW)>TT8sV9{j`wnN43&+YI!mBGr1jg5o|
zUd?kZb5yDapt479Hf`(?k-O!Wgz_b3%~owrvk)SEm)6$tK6t(WNu#{^1y7EYY;Qj=
z$xR%J`N9UV8IZ4(qtAEk+K0Fy?pJGH;|VSn_>b#*XgM<uYVW=w%~mJ$%72oU;zgey
zd`nnf7G}Wm5Cb<)YixcI&z`h1uPB#UdH(=ZV{<8#I$^ZdfNx*wCE%2z4gDwPgWSFX
zCakegf^QBlw=b0xCS|*(^#;z<8wzJgdro~?ny;nPjFMigUz&It1-Sd_7})pq*3}x5
zX>TZT(ryK}i{h%`r$DtFjN6dh^8AJjnHeeg)JzpuM`JY2>9u87x~)i?h-wEOv>dU~
zo`~k$Ws@_pkUP|yoJFxHMW@+5K9`g&Vn@IkX$fiv5M9OSAYrb4fv!qTP#oRb`!^;*
zg`{~l-@bbshr-Qirx|R_YRPmrBGa9RY#p`7Xu?hW<D~H2a&tplB)C!hP7$Ulv;0X@
z2`0BTOebWb*nllLsNGp=8U>k7iU26JkF-+sSy>y3Mco2O)mT2#V)w7Oc?jVMT)WAD
zjg*9B<T(mt?ERc670F<;zHU;Z>%7ZeR24A&8QHpyPtN3}2E{-GGV*3qm0*>)Ct>VK
zm(yfrQYGANiErovUK|FWL>YnmOu`(q_HO#ga~EOnX)XfcHvUAp<?H@$9DC~#1C~)!
zdf}SlYSiY0+-_Xba(HpUa5!YTmn=^jA{`Zt1F52h^2-Q+QGC9|vdO5f;UBlP&~rIn
zl4LfM&d76yD}x2i7&BmLlU%VfTxet*H<-S36h!$vKUl-@!xkPK%9@~f>ieNW6pUaa
zP4Rj`H|^utE;3w7Hn-}%y>56}!hrpozs>;$2<=Qdk<qV#4=*lTWCvt#Uk-QkXF?|_
zaHB=YywGht(l|GQK!tGBj1V+ss)%<`b9gKmHdc4DI#V{P<NokS$(4tg>tr%fNFCCS
zjCSMC$YY{bRy6LDF}xve@YK5eL4K98qD0wZf#a1fFGZM|i4WMFOX8?`*_J8X$g<GH
z!!sWaTQw~t67vkwdbURDeiXhK%547XSVoHLq)Ze9OqQv)xqPW$yo6=ysNs2Ik?r{+
z%dD8tS>eSSP5|dPx%u?)e}W(*5jeBc*U(|?5+zBi%mgs_gEO|ix`H8H<3&U#5CuR%
z@j8@?8@+t8dOdBq@@c_j_ST%v-TS~iy!CzXgT`_^16DdSMHz-aSuI#*CH|?DC0EPb
zNf3wZ#0R;tYX=ZexO<RY;baEgdV*x7*vJI%7ezB@N1m*n7OQ-c(Xgx!88`9iDwVm;
zqza@e-)*u7dg~$1m?~DhJc@;aKeN2qY8MQ;TmkW)x?ueQKM@(guPZgk0UKM7|1}`x
zE=dfv`J#^6$i$E26lhS!gaPr|<;AW=W+Hn<poeZft#)=?V3^5j@XPnNJcsrP{mmbh
zjLh~-9ouC?e#5C<9}>@nCV_H+fL`aoq5SQcD2ZXfLN8S`IKZq-aL5`sW?_B}FXwY6
zJ<qvH`Mku?2NEP#tFtseyx8Cg5KYmSeoW6xAfxJ22V}etYM5du*HvU{?3w!E(BSkg
zY@66%a-KY3&||4Tt=&mcLLR*wzL*~EmUj{S=l$g=lw>yCq_7UFKmMx4(=1AI)2=0D
zHRmMwvQM|zpc(`AtGl*|kB}0KE-gS2$c7e1;LF>3&ZngU5L`08Fz`3OP#GZUCF2Ei
zB|p*9qt`<Hqx7zO2aqu<vo>Fw>of5r%sfT++2!hUbh2O5CFJn#!g7WqYaJD=<6iG#
zJW)c2wAjmNu;Gxpv_1b}!w%|1cKlr_kEU4@STdm#7}v%o_?*7=*lxY*0baCa=v*59
zRxx)vD+6{7^G-+6_#3ky`@tjN>;kiUGGNJx%|3&bex9NnYjyF&tu`<~6Q<`}RPwu+
zFiIGAMhX=yObJ#>lLdC@;IBK>cz~boN~{~ZZUI#+{<&L|^ue=2?;l%z@JSAf!QXO|
zNoQRcZKQ@wWA1`?t$)1B$O722csFS6xOgpBr^PTk<=gw=dz%OI($ZEdSjOE$$Rn_8
zMNW&*K>%tCa={Ql*Za<eUSb(}iFNMG`}mdB!L9`xWU-#XLbW7pLxQGnX8G8Ujb9I#
z8yg<gk(StvzUd!lkluehJ&ytK%FlyvW#n0Suxqy1v43<vs&gt|RpJ^tE8UG<zaT6&
ztXW#1A8SnXmbyMR?hrsbK0FHjHrOfA^t?o67@hPjRYmIa2f^lidzN~D_SK|NvD##X
z)R0HlZjIF>O_PF=W|dYc@i^tsiRpu$Gj`XKUUl1zPGZpR6o3J;w1op(Wa~-CTvmeF
z$Ry+@QhAC3)nsdDq#=kD3={&kW|FlTGrZOxiLbVoHZD1+)tR^H^E}+m340PS^}`=b
zt*8hSowgj{<;1?fhF(qwJ44g&5%=Y-SyEQuvs&B9{$|YVg$3(ousMzZt;c`n-v~&f
z&N;&p_U?!Ca}Y9Pm_`YVmmH){+NaR4+Ju>0GsP6XdH<y$X?ePG$u2#+Z1E5vDj>u*
z5&Sc_&`Ha!F6_e{O?#@d5{hlvSHXY14z}fIm8J$n=(Jn+D@eoDZViF-n5_e=zr_24
zF{O@Z$7S7ek)8fHAYGqa2NmW1!cqdp$O{XyEismipC0#Jhc*><5Is$S1mp+w1M1*+
z`n6ny+3;s1W1vBXB6Ld*oqJHruU(sT_Ftz>%W^j^2^j1uY-}qvL4Lp=`F-V)VCCxK
zX<3I0ZDo3Mjp;}Zal6mEFBwagt94zSywY*PtZ%gmeCn6Ua)8M`ckz#VTa}a*U1-Zs
z6cGxHYw>JuE6p)R#!Z)81{@;%gG26xgO8Y&pH+J@n2`0#HOBZprDofS)EEuh$)gX9
zkzQ&gK%o5c!aYb>R;!DB+}r9b<NKRUAMGalPl3^|Bt`tj%wM?Bmi$#x*W<3qmQ))f
zd8wLte_LU9c<~9PTggp26Lv(~$rM-N<bQs}Lk2h6Q_T`CfpX9J?Nvr5uudZkYmJY@
z@BfEcn^tWYUa{DI;n$f<6fs~QXFbQ5qAE;(eTRbq`xhW>$*NQGuY!R)<9Ou%FaOfN
z%MK$eI}lJ8Z{UtUSza*K%QA>cLarBSu1z}3A;$;T?NXe6W$vi(#e}27)=G~HZw-jD
zV8R8bEBIo6r<e3yfgsZ;Zb5KMr+iNPk&VVc0Taa0K@`2}e%V2teEKE+5ES8%s7Ewh
z0)8pV(aHlEm2c6|%S!P=<DOpNH$O{k?hI*O0k;(8D7KsLq_d?}a&^E-|1%D_&{kJb
z2fV!}j0AOC%Bke2Imze6Pcol7qv|ct|FHYH#stkeeR+Y%`B@Sx!VFubo%%2C*Ur_6
zB&eA`0;cEBFksL&=VX#|5=m#h_{wMYfNRu&(|_<3lMcg(wqZzK?D6TZMU=OyFAfx(
zE@to3tNw5+fD1qnn629~suk$3ln*+NxuUS0>%O$&Z|j1y@6>AqH_@D$uAcT;uFU)m
zTVQ&xjY8epDX#5}61BoM=$x@0U>DSltP|J9nbq+XT>OKs<ulK7wIW9Zy{e2(Yezji
z=ibi5ubfgbxlk$p`^sE;{$>{MxmanClxO8Ac8_N&L9*-`8aikBVIldi)c^GRa4zvP
z22c7uBIbn4RtBv-8yM`fohQkMz%P4SKJi?8^lvV4<5IVCQ&W#U`?ZHgUj0FM6OT`j
zVuSF!5%HcRU-Iutui3B#!a7bxN&QZ=3Z=eqh?>kZTSjHG3ODB81UDD@q@=?^V@oUW
zw$?SLBPjcW{A9!Ng~`u^uTWBc2obW$oh|CcW@99#R)#9i|3Q(D+T3V{bDd8AsC_y!
z^7SbyY|9nlLjPUQ0wUzlfFE_AdsGKR&@C??NheGPnU+YF{4e7HM*l~mQ}q#dW?qgn
zQqV7t1gxzDxqwfH-4tQUJ;H1Mfi8MazGUr<U{ZaM|5`}Qvnjjp7F|41ip}nKP`X7#
zB0atGPaD^@C^Xb&%cG$!@5?seEH}rp>u|gOq+zM*=-+HY*^$Y0F`j;uu}qQ%XU`ZU
z=LL3t@?Y*Y(s$das^tR0J+ez3sB6FNsMEVgRQYR0MWfPpq^D>eF)4Jqk1^O*k3E(w
zVAt$LSN^#rEW=-jz-p0;oWB{vbX>fM-MRqS5A33!r04!XP@MjWii1LtLB$)Ohg$$X
z+U;G6C|RBVNkIUFXL^A;ipA1E!hjhtXvIIO&iVT^3xk&PE5|Qju{t<oTuC#bO6Si(
zbQWsEk2;nyC^RXcovX)V|5$5b`fAx=UpVKK%*FGGuO1Tq{K1Pp+}E}UPMZOgDG)7n
zvJ1~h1l!+^G=N+q=OP(-bW$UOPK$+{O!|r6_ir&FAuO^~z^2ZtkICqh<HIhE!MDD@
zo!boB?A)aSSZQb#ETP!^>D&9st`*C7x+GMJLVuTY(zYK~2B**1IM<q8u+a!*^z2U{
zR={=Z9*jR2H;bHo^Czr))b&}7-;DYxHE4`yeuxSFeZ>A<+|To3c^w7v^0eI4*G)f;
zs?hR{|4ve#oBzN33pP#~KU30fM(CIFUu~&8G=7_k;|iPMuA%9nTkT75x&V)5Jknim
zV`1r2yC!aP>9HNAW<z?nH2RZ!%%1?sIbHar-mq#e>HX@bany}BH-Ujy;VuVv@vHOA
zc67Pbw=_Q~LL$sn;O7cYqULyYF&bRIGkm%AyGI<PQM*&&%X3nJi-oAUlVKNOrH`>E
zIW|TnV-3xu{E2vr1oQ5iz{3n!w!r1sede3jbnEVuz1lN}e&~k`+Ab=gK1|AyMs7wm
zfos5}GQJDzoJO2k>UYP?$}K(yjK~vS1sk9FQ?T&hjTUEm>YlL-66YpYHc46g=F&LC
zxzNwx0Z?ccm8{#xpyF_d#ebMQyBfQPZ-A*147i3yJ=&XbCX}$WwVBy=JVvfY(zfAm
zt|2%4$##-Uwe!;)D<!hc;uZ0;7Ex~feTbnA&^=neYw(=^2Bzj*^$Y0IRdDvh7_`Z5
z95(Rgw`YPoqyMqb37^*4)tgpQIJ-1|uVqZ_gYZSjg;5zofEAMX5HxTTx%USazP%*3
z*;oS~T)rKpUg)!)oGo58nf?Cct2)2Yku*45+S_HbBk|9J&Q0r_M2-J6N1y|83d!=!
z(A;x&X{xKn9tdQ|035Lc;~BUvJ$APo<qNIzm0Qv^aj)q=B6xL<tiS)FJXG*dg~s6f
z@FN$SZjsn5k_wP3A10T$?F{5F9q3qm2mjD2%H-M5#(;Q1WDT~Kqxy4^#xryGuHTFY
za9}3ZJ!YCU^B*t~yARo%GZ_L6+1ACq1D%)g@BJnPy$cNT*VfVkZ*Ib4RQ@<58>Hjb
z!f*ku&}Np6t3-6Fx5bUkwO0(<vKvqNzA^5bC_g`_r6;DCOkQHGcXc2!)zKvZwLFWf
zI=sh4SQ9Q)zA5mVAp|6RoL++XwFck0^$$x^xrNDOZFHNLX!r!v^I`=#WbqSIC?4SV
zTv{3{uknVypDvJCd_YkB<0vQ}O|(lhQ;MOJ{@Ut6rj<F#w@cHadK%tA18^yex__(@
zs%Y$B)6m=I8xp4mCpBnh7Y2@)w8!JB97k41?Of9WroD%5ee4=g`dxCnH41nEl*+xl
zvTKnHvVoNx%w>!Wp?~9PBZG}h0RAKg+?+(}(j2PBZLIrRprmjcy;Fp*U*b1yH{tvL
z9ByMSIk4u6{^C=P&88(3=ol3WOWRmuHt6$;2QH%3@iYtP5witrC75{CtV}x{hNFF0
zByfc}mr%$g{2xS%r1xB1?%#`uX_u7CsR7o@_=mV#m@SfSOyvev((o%QuFlc<SrZ4>
z>C|13ld0{MEkgwf#n&3|vrEaNd(GFfy-}{@Ju`AX1OLr31frq=_;Mu%Jn$rgH=}@D
zzMF&glIs(6+2W>~ogM3ezL+k<3s#{IYdkwjbFVIz)_AW++_rI^Uf+--##EC6H;I!R
zDEFbk2-b9iYM?{a_>G(8uCA<(2+~)L54x(m`Vy!N3-O)afmfOIc>hp|O>WH9$-xKL
zRtN<d?^inq6y8SzvZdu;`w-=~*4{2??%h1qO&74lm^<F0e`!^@+#d?v%rDP(u~2{i
zxDZK1c1)jaE_Dqc34BrK{zIaU3WAbW{);8$97kn49Ui&*)SYZ!r-S#_jJI`6#giF`
z*)StTGyj&cNeJH`hyJ@iX1nt*KU_45upMgbPy-yq{yUuTs~2Ji7dyDv!Nm>=c2KZ`
zf*lm>pkN0DJ1E#e!43*`P_To79Te=KU<U;|DA+;44hnWqu!Djf6zrg22L(GQ*g?S#
z3U*MigMu9t?4V!=1v@C%LBS3R{x3qoTHwl@baxvPMeyHzgfLm<_RMV&9nY+~cjzz5
zEDdQk^|>dH4>OLk246i+zwo?Yn05iuPyc@8roe@3tg6;+d#~+&{^rq>+Ryw<doNtS
zemBH6TIERZU6+?8-U{sxomL0dO-Mdoa->PS{OZoZ8ks!T8gu=$sX<3`lir%aWnYRQ
zkYN)-j_>@D1_{!NkF$cH>PJ5kH^E;)8G>EmKeBT{<}*m&r#}B9i3}tHtB{k#xqjrU
zN^q&Z1)-kwKk}YH&ig;)B*J=-4e{;KiVS~z1N=?#N0RBzly<1J!%I7e+mTB<qH^az
z**SK1l#?BOX-BKv(Y?PX;_g@|J4VxvX}M#7@3<*;JSRK;r5!Kaj<0gZeY)dh-f_k6
zTv&WB)VXtq^8eZ$O2lwkGa-AV#>atJjoFM+>eFTpctK!K+axq1yeYe5zE^zucE|R(
z?T{3FrnjCGJ6iD4zi;Ji(R$9*U0I^^T+VEtZ#ga{&&4RmOJhGlCcbs_11<}<@q)N3
z4pe&HzL(n`<?$jl%(FW|^M2FK5pi5iz{j|urvWu<g9^T*YaTPMC`dk(lx45$sr!sY
zQ=K$dgIs=fa&oa|t#oj<Zs^Lu%fIK=yAhKFS!}^n+{f9ky)2Tlo7YwUN{C7!AeO%5
zVDM_n7724-l{~pm{BZ-x)A3Ae?A1+vrvSg{Cf_l+urfUctX2H8n8<U&YyqR%{)A#W
zi-FZ6Q{jtrr@D0pgprg=uo#mzVvWpMwijcsJXW|nocEP37cbpruDLNK!j@o8Xg2G3
z_~O;?w~sKrwEYr`*iz<WHC^??V>(K(4$^4dib)MdOBohsDy<F1UcCs@99+hFwB=fu
z`hVEde*4+L<1&4MXO57oEFmCeZgr^<T1c7+)>IqnUQ?{IS}|>C%-)<(PHsD57a+Dy
zup0bivT;I)6r%w3#gSxND{*&Ox(uUu$)&=+J=<;#9&ExHAqxlJoKXT|$osk)yEYt-
zG8s7QY}b3^OG&l`DUX!fXKNA{?)GKHqk)PRXXYj)=b9#3mr0jTviG!;s|@6bC>d!p
z#>+i$zsPo3%%U=qudlp|V0P<c?^MqNkv~4z%%mN#h{O=8h0-7rX<ywY!ri*wH8tGT
z9P~7Y_MxaU^<9z2*84O$a04qPY$Y5qgr#!1?tN24C0LzVwR`8tGlJgoEB<vZbOTte
zP_OIMieYvPF3-i$xGmhxjcfh$G)_Yql_@KVf4x*px9NynUYOdr?X@XuzC4J@*1atE
zbRLydz%u3T(a5JM#@%q?rgeZ5s&Mt|8o^I$MD2Ub#<yE%6_sEv^o634vAXh>{`gJV
z`<C2jNytpO{<HoL!Wl4&Ing@}0SwrOd@GlI{Z`(LX9qAxnm;DbWFW9Xx!oiH7usQG
zks2@(9+er0;$zOLJ?bGmt}!WCxPkZh`iL*9kdBzPT-4aEqRc9>{0eWv=XFXwl4BYt
z>aahNBU!Vs3DZ2B747Et`+>us6L|y_&~)wd!!`M@;+`HB%jhrN*eCLg1@5)j*Cx2q
z$S_hgsbHr*<kc3N+|C%E8ci#=_&jmFCvC%AC}WygyFhkH$W|r*`jGyGNJhUuKW;o_
zNN(oJr*OAvfBOMB_Mvk=Zl2J&3$ALo%@5V~eb&nfPYy&vFl)=}&*qXx9{2kT`N{^0
z_rD4ltHd65LnU$A1ZaGS`UBQe2{(Bz!b<c$4yMFcpcdYlpYIaN=odNaG<koIw^@v=
z=Xu(FQ7X?|^IWC@1cK!oD_(M=?dDe9h-sVa1m9;@$NKPN9Gaa;HBo%+3PY8g`IQBO
za#@V<_?pd+y0{|LP14MO$E0$*Hb(C1)J?ujk%F3=o&H_xB<{(Esnm;)p4P1;s)j@@
z-;2AP$*KvidA>c{Q3R?8s}BX?!WRFhxi1Y!GHd^?ab}!p(Xq`Imr19@u{1R`#ic3I
zO4HQJ%!SIW9=8OST!0!Y%?dLyG#AWVD!0<qT!6|F#jP}Vg((CAR7zAr1l~jQ%#_yi
z|NQb1<-X6k_T_iZRVco@)TZBK$Qwu~TcNvLR2Etk+;bpy@CHe6Q?^6$*r{!Lvt&GM
z1rw`x{~R(R=IJZGJ)xHS^oQrERV+TEnmgJulET_$#+KQtPZrb*kc!zm-Qi_W8`IFT
z?%#PUbp<}_48Hw##C4)hUe;bW4Y6iSCu+njYC42dEw)07?k?>f?<u{*t;-U2hSdEw
z@|eT!aoSW;k_s_sI2FvVT$ZHHOWh>kuGHg^l`T$B68V`*$HBF_4FE#%_b$QB@ACGp
zTwLt!aH48-x%+Q<S;IF%WKUNT>-}}rohRxxXMf0(6r!!SsmF0TW0X0Ot_&DOIlnwS
z?$L?xJvip_S=4KAV{CZuO>UvSmri7dD{2WdcWnjQK}kQbF>AX!1@CxA?VEe+Qeo!y
zc^!m_3dv4*6bHp=#y3E$*mDWpsX|X1-m2#wozbxdw}3d3CYG9Y#>CM|Ts7+7KH)j-
zFYgbH7z}6+<6MzEdq&Z}pM%$?DzLF8mA`-VoU4j&KA}Y=?<Wug>;_4}vFw}%Uc*#1
zO0W;N^a_O6Y)DvZzL!i{hV1fHKW=di5%(2AP9GdgM*&k5MXMQAVKxbhPn9bvC_9iv
z7q4+>$)*1pu8sxzU8aus00RamTW8CJgBj|b&9p{6cXUIY!C@4S(tV|9f*#P$pOSh`
z*NTgwKOTLh;@8Iu4?dydr~ZejQ+iPA2Ol!!b&<2ulHYi2HpNKeD|fJ+-XGSYMfFlH
z!iXu1SRE%vyI93S3GG8Chs&L6*2D;0Ik@i5^nnb1bTB^*EXj>1tgO@^M9plywxxpZ
zcVE-ejQBxh{?>AHHtAtq>6;XRG+#I?&YFwj#ETmsl1XRP!l7cZt>JqFt-fp@!Qxj%
ztYTqQiFi*0BW~GBXOa<7dWSH;h&s%FluGY~W>+49nZI+Pxs#g_>GtRA^MxNl<>PN@
z+W9xm#-%IHhf<ITAv_+-<`fVQh6*hh&kDKW6krOo@B?7*Na5vh=0n+S;d+tL+e#~3
zuf~Tg8j9jAK0fVjS7fYtcS7UolSBknn@zkQB{NV*ov8DnsWWrwl-(SztCLevmb52)
zgwb=rYjcPr+<dEInp?rfj^Qz$9|p0Pk8HC80=NxWZcns96SyYzzZ(5dAi>%I)!zei
zSG;JjV|FFS-fa%aN6=cqq8?4R+8rRz#F8?r57$h$Wx0sXPo?R&49*xNIND5<yb?UC
z)uKLPBxQ6%lxxrSn$+37oJBcI>>sKLhX0jw3(ZksJ_vigQcKWsWBO;DNEENn^lD93
zb;c@x?dZ%RJ(CiRMnvT9fto|LCs&*42f)k)gQ0cdy__q`Iko<?GZtkf-aZ5qf`hEC
zQh5D#`#NXGdzzJ<w-{Xm$%o9a`6ORq7^h_TL`NKZpa_kv7J2nTZK7U3en|TMtQ2`v
zWHpIgtNfKkxfMG0_%{{5?){07a_Bwb`cCVQ!`qQFCm6oXQ6<IY<wS88J#gmnl<;^X
z40n3+cDTqxIBqrJo{)2sB=n6CKZry@QCxG8u@fPyR@^nL=@5FhCEOwU{m+E#S#x?X
zh9I4)?{+4x+#z6pbg4tl_ShK_R%)?V!dUF9F>g1u0<hM98S;-46<kxt+vLSTyii<D
z>;+T+iCsl}QU-^K?h7L+=L6_2X^GboCvWJWEs?cciY8IpYpR-a=3%rsUr{C%#@1Nz
zULv~=bRIJE=Q%k5yD<Bx*#LW{XZ*GnHHh(=JvXj;gpWEl8;RYR5J9gcehed+1dOjs
zazsrudS8bNv^mfIDDrf)#+9Ar>)jU;7!MU*<Cz*S;-0n6Y23;3Y?%c21}+fr+<rq!
zik;WTr?k4Z2snDAJvp>AWT4am<_^D6$Ls2nXj9S9(YKd538q@qOfn|M;6j$9U!nV9
z-w_>0T2x4k5C6BOreNbpGW&j%_YL$*QhoAmZEBE2rz@qWCB@v=65|sgR@-b4Yd2j>
z8WCxD6j?X^ZBGn2p=RM~NKtbd=TT!3Mw1-&+~(?<Gu2sPtbo{ZWaBmCfY=U>oz39(
zF2*M}U<Jc5c7H{55V@4-{i$|@%*M9v!_iT!LHFA%?rwUvb+xppJ2`Xsx;5s#ppahd
zbTxg#vMTDn54w$jj(E&~DB9xcH5_F#$&@0e(7Wi4^&6QaF?lnQ@iw-*x`j)!29b98
zl!h#8F@C+QWl!ingYh5o6$@;vcsHl^Vt4B3bSaahG%gfG!830{m#Zhtq{cVTxvvqp
z3{9WLi-_M4THu5`Wn#actyc`leb2P1)*+S;RokYoK$6K-b@vGVF!zy12`!f&y<r&e
ziQXhn;Q-3Ok7zt1;NYh<@OK(_>*ql8$F4#&Yd4ijo^L3=`!MW3{^L&#3Zi5a6a4}+
z?8m(pLacgE_SRIh0%Pw-aK4~zy1qYxH^A9SHbb?%XKPFaa9+v+EPC5?4xvwZtxjEY
z&<@*}qn`m{unkAh!9@qLs$Xfjx~$zb*3gICiZHk|Yh@EX!Y=l>^Z-o8$p$_|;>@p_
zY)PijEhx@cQ<V!^>2;yg9~HV!ux+v|^sig_Y|e}8{(&=_NxtbQDwcKCKbn~mxD}~3
z%=J%2)kHQtdp^#2#)z~j6ZYSs<E@cB@s&=64J=7dK^=(vQH6D-$wiv=20*EJ-I{H6
z`6A7t#*R7vy5R24V!N%LSRFy2@=A-|<n|4l>q->b<MxF%C46NoL*xPEz3b-rZTLa&
z66Q*XAoevMPmetnCEIPm6)A2Bg_#4I+HjI%%Z<lcZdgG>9E&tv5^%-c<qf<)!+DGz
z)K<AUV}-R_vD=FZJLwgrF^4cK`*O^YF}_4pZ-b?J?0Cn$PE6>r*yqTYno<j%l)G+u
zYJJyAWm<;5xN9FLR64{r^=9Nw(XA&lu(^V3oX5$SttiP&#jcydPKOPQY$C>X^!=PF
zx-o2Ct+x4bTX`BBX=t#z<L&30;Q#BHjtM3Q?W^L}Gd(p#c%QB}b{ah%C|%BB{@lzY
z3<ovM7kGP6E+Yw$+5}3O1EFLWm4shJ4z*a7jZWqW%|Bki>~l+w;W9>Hb+Q}D9nW#a
zwCH`aPYqlKXRFK(sf@}EGG^lJju8owU%1ppczG(vOx*%m`##3}MjX!uPM8Sst`(<v
zbiF7d>Jdq+|KrGiG6l7p+cVp3hOtEXAg4cWWbT-h`?1hXj@L?@O4`aPUpd%{wUhf&
zrv0i_14XN-a~h2~JI$j9p#FPe#3kkyL`+$0fWZ-%InsS1zKft7`<>qqb~&e&qGt8i
ziofa&R!g(Y2&rZ34PnELAR`wQMsUEz#GaUw7GpmEuA$2;E>4n=-5Ub-WEOV=gK$eq
zSr^!SO}SG&MEdqAw95}Z+pn>hl~r_cCS^BuZcfd*BSMS$EAV*Hjh>U4X$$Rpi?@$F
zV~8+2R1cM$N!PQr`FJgy$_dC%MlrFE#BcjnaykS~<0I%-o?gAr+c|ng*@n~o#a$Yz
z4YY?Fy@Y(|ea$s3qq|+{)33M*ljt~+A7?Pb8WAunHP<Ojo)f&_P%}06ChNa1mc$MD
zaL#A;7HqJyGOxUConoYTU1T&YVxM4AdhtJWmT$~egD>=mzgDR2Hg!sEJK;;Vk7H9<
zVw#ww+!kZW_&m%CI4b<B#!S<qdXlV>Mu=WHM0gi`doplKZ(uSQy7a)TIm{PT;Y*Br
z=Ibq<nI&EH{4pzSp2<~pS6WA&&W<2v3tm(avuA|t&f2-hOMAUvd8q$U-BX^eX*?Ea
z29Fw<U5<jsW?hDyC+<TT`B?{7MAuGO6t)SkAqGN^Sbu3@JYnXCf)uYt9L!K?Qv0K~
zXb;Oq5FD{;KuKFb5QVv8HHONwF%!Z;5xcA}#M;bduYCB#ywZl}ZxN&Ej29PwOftVv
za))vt+0t~S4Qnsrc6qi9Ts_eCXI*gZ_<T6@m0uGsN9=UpucXH7HzY@*e)s#?ylIOh
z8V{;I^RYn)mDl)I{Zg#4j3ZEWtHGrjOlQNP@*2ZDI5$(P+3=*2u6;e5q!?3<YB2)^
z1{X*5Q?`%uYrcNu=vqU<*wJI83sLCtIMH|)*FFZ{;P4UgRqsvzPqd1kHPg^8=}t+s
zk*~BC4jVwzwgs+`-!DGj!PNc)st2MK;4W_G-mB{cbV0C}ik~>Tv1A_%Q0%znm#M+0
z)w;nl6ke$5VJl8J<ptS<rkgMcpYA$ez@G0xFn)3UDrbG%r>PWYzqCcvJ-_C8dIL$E
zhbH=8-@Y`+^Q=Mdt~)-yTDx?eiBb}zJ_p)&3nsr{eSUoVY1>MwouapcDW(r4m$?J+
z+SD?3N7ZH(`Jj~#p9gz^vh0;yIIQ*{hyyNulPWM=E2wwO$JN*V^zCnd+=Bx;k&cw$
zz}jfLzeTurs?OdIW|C;Ac++>^x2{lOwgnDbiA}z}2}56{)qSP(ZD-=OY*m<F_m=-&
z`qIk~-Z??0TN#hov`HqeH-6)fB7Y(_Rp-n4^OfVE!oZFT3+C5)wSM!3YT9Lw5)miG
zD~TgWdOWf3v4~ExL3(Tkb4i|6WDeh$_&7^1AWH>}UG_qc?3ob^$nRU>nciX=@CTu@
z(bK<z;Uu4<TGglfuR;Qi%fp0YeZK&SJK-KYXFJ=BL7@$@#%O<VIt^$pR%>TMzBEO(
zKOKpIiKeUE##HR(_x(Qziu6pej(8$ff8!fl?trP3s`jKF=YJmGC+FbtO?EhmeCF)~
z%gDmzI@W<lw$yU7@%d1~t-3&j{V`0JW@jCLK#`Cc65~Ic@u23*NcJCbTdSR%MZikh
zRZVuatn7-mDV}JJ^y;=Kn0yjGSK5PmfdA%?G@+!KOSZq(T9jIdE=~DHz=IoGiv4X^
zNTHkX2@PCB|0Ow2+TqM(L&9PYkb?noaK=Hhd@Ax+k)mqQy@{dV<d>7<_`(C=U1sy&
zb*4kLuMk*CXUQQ)bqnvffvEc)RCk~Y{3`8VoS!{@tW#<=S6lgA3)vk$(i6_OT&V#P
zq{^<S;`-yEzs-|@UkST1;-6n0cRExvrc1})X^s(n-yAoT%YJ>E;d$O)GAJ_PEsq)5
zl0b-7Nras69L9BkQdYnZH{{jhp4Ukb;fO3;WmBxlJRAId#8|qlgz>`SX4_(4Qs~P`
zpGjoq2Oo3@iLWW;1QKn45pHZ(`@<Ao6gVBoW>>?ZbPX_5u?frrVa@jtExAXH6qC)5
zwtYA$c+?!{f%b-83X*0uQvP^2dbixmfUW_4^Nrs*E3HF5KALcCx+S^s)TLyRNK|#J
zQ!||IS?3L1p|a`fQk6|@3j@0qO)uuOsBmlUv+&pm)v;>}>kixWtMglBlYRa_+)#wi
zR&q%rk#Xb80dcuj^aDfp#S4fF@bMQugmo6lk_XO@>daUsA>^`P#kzh)=YH&Q{yav=
z|JM-FF7Cdv;rys|pmhdmTEHa*^_g&76}KCRP!1L-p9sydg0GfjyV)$iQ**At_P1IK
zNiV(BK6y@yUh^sT3>aa%&_3I?8=p=RT`;VaJ`e9-8kulIQZ3J#Rcj7)o+qX+h;dgm
zbvo(C*vD|tBOiQeNM(zSD3-LS*shT_&;QHM82NBP;5O)_mWe$(fGK<1qR`D(`!F$O
zLq>E@F^T6jzLbprKM_HGmYtS@w!I2pou4wN)#Wv>P)Gz*r#|Z~*t5BJ-Jg_#wND;@
zsh9GzRM>>F2Vv$vZVOq+Cp|Z}=R3yGAFjZcRh6-opy$FqGX|I}z<$r@x<6l_c}ukI
zOL)ZD<;OQIJf~H*#Vh4xtk)|aWNK=vb}7%~7H@Xh_~Md7U)oD>#EY7CThAe=T<^?S
zl9v2gb=I!2i}XGZIQ+ZdgNTl}nAjfi;wpF`v50_<@#e*p#&{8K^D0dhAGmz!-sPoG
zypvm8zbDjlY>8U^pUn*f*&KU!DX%u#i{B%)^di)npG%u(>j9B!E$i|cW5$m@R5z}U
zr<CoOyjPU7{y$!w!DO^pGDIlnL0>BzooDRji!bO~y@6H5cpll%zidP1D<3ztjGDl{
zvh%zcM{hw@CVxO`Io>%mojtke=E9a5;&jBGOVRCXAFAt_?ruWA@r7O=u0^sB2HKQM
z>h3h*yy#n%kJo;+Ge<Yi^uDXVWQLtI_8d#n0d@+Cjhk%INjN5sZtn{s^?4fl383L9
zisd=xS4>;)<$S`}GU&(4?FS#KgVqSeA}+`_1sXZl?*qocJTHl`Dip1c|C4&L3Af08
zq3YCrtULM4KdAreFYF{8-jjz|oy?8C(3^2{A1I1tl8>xF6CY|r?MW&t>J+-BjIZ<n
zw@|FE6zgdP*<Nb@c;?{Ffn{LrzUnp;S#_n@4ZQ1yWVcc@Jr0g`K)26XNS;ys9R`;D
zei8QsOgWifxY5rkJNsars_C6Z|D6L@b$I70);aa2_>c^2bjZDNOg2kc5>Fi;s)_nB
ztv$U$>e-&|viIk&<?h9+)yqxqJd3o<=u?7#?3#DB0=rHi5t;07Ezh8vC8Un0SBRw3
zY_6&c>u25bX$!T=-P>(Tx*O%f_&FoRL=a9BCXa$4Upw6?siKHA9@48K<M3<;cg#(T
z!V;TMbr(|~YUJJlDGErD!$K99tlRZ8a;H1!jC@B`+rm0yNT0cKk77_Yw@$!L2cOHj
z0`}=9&^H0JRbS=u-ImP@tdyU-SITknxe6>q`~yzZ87D)u63VU9D%QCwEz#xi`{p`!
z?LTh5P?lQ%LpdL@qyH)-;b#a4nSG8V&AB6Y3|OZjaMvqD^`~Sxi`IM|{qwgXR%Au4
zO*f;TGqMRNXd&2ONGmq__3@V+H~i}1?~=Y_FM;q95o+I22On$%gRU>&o*)*QiJPxh
ze;>IAXa0Lo&MtGu#eQ2c_!Ii$UUs+$d8%`BVc{3?rtajEGWka9zoX6tkT9O3{1gT1
ziQUv$@lxIM1q+XTdOnW){;1-g<B1hYkRcU6tg-;b*o;XaNX7zUFW|t}>s+d}sSPuH
z<=o#E(3JVCN?ZP_b<WjJx7%!zi|0g{8~rYKLl*B}Xh-!Opo`jgNq-Z6E<Mb|e0l_7
znX#LC!hmN5G7ZIpNedhn;>6$wxZ6&1NM2h_S_QL67bU9iu4g>uHf_32?sUS;cDv)J
zBiC>G+O)CD)uqgcJ-B$s+ijh?8^Ofh?71r$#ObR6H@D=s(QB-)871J}INcdGndUPo
zJ#^K^UP_ljGX6>+W#A@%<U0EO6|Q2s&ce;kRox+j&B9?B+Knzn2dfpRF(MeXz=dEt
zKq?VdWZTw$kay_G+s5l<+^I3A;afQ+A>MZh@agkYU6Lb3heOHRgYSpv1@rL9T-3y2
zjN1fKdAsOf-IzVyKDp%X(J-yxj~`o$Fv|P}*xr^u7m5qmmIUl70%$Zu@bk53(Zi)Z
z2Dxn>RQnh<KU0BP)(y#2@iWf%1R*}9oinw2X8eb<(VZ4kkEVz&CU46!yEvGSbNBkJ
zwh?_sa%Gb0{6IS9sKs3K9ag{SbR^Frg(U2g1@MvNiOl-@Lu<ONPLHdIg|twaYskK#
z&Bd949(;RVS^Wv`dKO9NzG_C1?N9YG-Kebx4({K(P+vuXb{LRyv2=0fTiR?4Ugw^h
zjECRVcywV>NG)<^B~}0?&`s&~F`ccWyE&6Jj*2+2Qf<!eP=eC;_BsALMCGA5=yo%&
zTNC9WL)|ySMR4gcepr0e>=<anS4=%cd2f#p|IBG19IjbzRI3+EuSUI-JmT5ZPwNym
zdT*0N&m^u6wS4%&-EQdqy}n})KDE;Lxl{1YT4d*wm6sL<YgvTI_kF7mep0kHo$V~~
znv(@T;M}D-L)F2Vg6&j`ye%3o^5VIrsbXSrw{;*Ev^_E0sNo%Hh)35!qdQu9Pu`;H
z_xZaq&?&2&!V@ei1=7^AVaw?`i@dqwse#zYv31+MBM`IkKp+A%<3f(vNG^4g1m|f1
z66FMpme*OywQL<rM}GBGW1PuHyACIclr<Hl;SVqoh7#+oHl#VL!+WETA4B?s*^OFM
z@Q9$<m+NBDeP!9AoW7ZyZgpp+4fqZWh~|l_4=waAf^Mv&PK#=hTcS;!T}5pODAa($
z^$c^{CWW1g{XXrojZVZufEGUlLPX@`)%4)sqYqd}dz<)Cj2D~{vIk*r^dEJBcX_)y
zZDumDiafR^zGKixl2kwLu)#6z2>&5@x`%RqsA2>^nG@T?>ww`D3*5rJ_2Xj5WY#&F
z08}9c<PEQwafR+;va@=;`yNnTM4ukqj%pp|vJ)Zh8^5(|ka|z+;v!%fvaIs7^#^+q
zJ2JGXYOeYNn~0kAM%j^P)n5@eOWJ3#^ib{mxog^v2k6ZSdph3SyVnUPsEHVMn5^pU
zPB((aE?<kv&m@y0SZu<0bEn2H&emr`Vi*GC>;5`lVeiuJpF3Os7&YWzvJ6pFW~}V3
zSu8<>$D-l9=alk7o(3VN!vQu>x8>uO`o<T3sQ96Dr{K|U+S|RJCnAoIon=P@v_Z)M
zI>{$6LZOYY(59gWAJQLyicN+g-BeT0Dz^=>Z6IPF|3wl+r%dJ>(`e7NKdYJQNJ3WB
z6*c;}6*?Wk&(H$eUvbJw4=E}s>YKYpFtR#ePO$p|tPhU7u3!X)rpL5{2t6BNKX_!s
z6p|PBzRiT#`GCt089@z<=?+PmFF8X_q!X-}Sexqq%vN`fz(=}VjPlwx7fC&WrAzRe
z0PMjfKoGT9FfZu_5iHP&vA(Miq+0)KXV#N#iWfyQ&ewMD%wX~d!54hmYUkdK%w`ql
z=*>scP~`&#G|cSx)ByF_lyGSim-I*EaHhUxh_HY_5U`M4hml$PMbGz?^NF3GI-Pe=
zt7p8-3c6+QMXu!$$1P?CS=lHps=8agllpb1=b(>En`^k%7fq=fDR;HQp%|1d6~7@6
zS{v&iNSm|6ogy}DS%{uOgpa>8C|80cT!sjIYz_4n``siXu@J!~A`+Hiz_9{-s|1`E
zd8qnwV5dW<h^RWVtDympeh-g=qhr>luH=XV*xj3W>65urMFCy}62TyO#BY-JXeN<8
zr7?v4rO4^FXZ8`IV5qeD0W@#SBG{-H&i+((_)i@3oeJ|Ge2F{st)Hwm3L~X6SC@)^
z9QV^C#eD2+_TIBF?Wl_!btB|~_=0!N$bb?rLi7R&*Mye*vDlBc4xhhgL|yrarte;n
zICP}0O4XV5$;6}f@n?mg_t2hLp_gAW{#bTDd_pF^@%w`f%p1ca00Pj;$#)~4WlbX<
z3As+C2h2c}RV#fyl>}@K96CD}jzpQvWVmihwhypz88N*BW)DUjnEr@exke|dpxq2*
zBI!19mBpKFIRbMhPmD!0G--ig!}8ckZItcI?+Y#ct14}>To0D`sXMb;J<J-P)Q+ZZ
zu7BH7Fbvt~Ck+`-G{Ug`VFT9J5b24NY&TSH7-Ez=rN_50M7`Zj*jJQ=Zu)bE<Am9m
zEf$74elilgiAsNq#H``7_Q#?|mS6L_<tY1$-L<E0cn5Nbj2``qhLrMU)6?NSB^26C
z^vBmeu|O<}j$nTgZ#@DNNh*~y%%6VfDHk<zE8f{_Iv0AaJT0ys??Gqv%Em(v*a)rY
z`;|jt8^Y+rnf=~<rQ5*Z?f<5O|IMYs$D2a|1n4L-dspqD4bwN?fC;pPEeT!B&=E7@
zUrb72a(Qc!2~A!*iM!93cz{3`KYMz4sC$#9wUK)C)9??EAFNz~+#yP}(xQ&LWoKdI
z_9<y7J1C+iNbY#SMD->Vd#miB@K%8~)%{0e6Q~;<FeWh4!&wSF!B!q!ReYNg)i`v_
z?ueCF7iMARKxWK>fH((QVO5xTabI*c0#+M5RPC<fC!JWD1gX3{E{7=zx2I^#dJCo~
z1NEG)<ia~S1Sh<u1yQzv2h}ttDt1+KS7**xUPj;|2(Sz*WM?#|pN@X>dR(z^w|>a5
z^TmWaC91mm&M?tfeDVQJi#y`&oiiPAoq<splGW4|NK|2_^%NndMh187%v4WT`pMwL
zPu~&^FuK_N#9wNNC;h8U^?PVBO~%A@(6p~N(WYL$d>Ns_g!n&uGN8ify4Og?3gMsH
zGv*iK4$Q(g-2XlNq8&~!uvf)z8afaFYAJnaVB&VeTAnS8jqLicbGFxj(%TtA<UKqR
z<LQe5$Oqr87>tUa>92WNlg-iP+&$;X;ZqkmQf{@CgSV?!Mck99qj`yw_+$$cx#LwY
z3Yn;tBXRiVBPz@T98LIR`fEwKgU*QS$Rl21c&{G1QkbPcJ_DCyZ31hGuE1qHqByxe
zCV(R8&g_>Sn*Q^DiIS0x{~^gPYMjgHUHp)@gDBQuklA484EY3C%f^>X)LikmD1EBp
zHyCkX_Vr@(>y{STqMZ>QLrsG2p_z94Zy3MX%xToKp-o8;H=?BL(Y?CUj?>6l7%uk0
zZDT$imB)Orfn!|ZwlEdMmZ^)DZ*ZRIe|SfA6-&(WQQJkG^FqQz-2`d)5m*K}wgqUV
zx{iveaMX)^c=20!K_{*9j=-?KPxgJIIy|;f;~_0~oHRV81{RkQGW+sA4fzSy8C-e5
zdj^})HzG$TjoICY-dY3A+fvF4Z>Q)x>8OYK%0tW931Q!;Y^z&QPl9w0TM}&`e&3_D
z-(n$-?;rjJ3#z(yQ{&!_zO}<mpS~1pdsW~eJNp0&k$s#iYjxn$W>X8}o8M?taiIA=
zg|ujFvh{W6{{z~H3O3ZHDu(W>vG$e_1GKz^1xr0@4sQ-|qSw9wJ+;NG)j<=|xq1wF
zo8`jb{@q{-JvY&)e4TSIzREi>P0fXMssb1^{xGo3^wv3TYC=~}Q4THId_1Nod#)N7
zQ$*ZH>eOs9x)9JR>Tn%7hFNWqH>RW>RUF^!tVLa}qnrq-@lJO<>y2Fw&#<mW@3xR!
zN5v+4O?TLLDc^FN@y<^~h!5)&X~QcvOUjq`EO)JTl<0d~POtB@dMDxVJc>6|DjGQQ
z=SEZ=tz;&g{y@yJk$y_4CZE`3pc!$Zj#zgZlv~!=e#5Ka`#}EZcn8FJaYjDqxm_jC
zuNz^CfR&iO`APABvFOv4XLr0PsDbf`<FdrCwO7_SPdwH_anHrwVx6zt^<q#SrU_%@
zI@5ig-E@yH7&1TPnLT5}EZd&?<|Y<Gh~6?X!|9vaML`K|AoBh;hf-o=s6O*&+|YT~
z@>kMb&?1sdbK2V`0Y{+^%E;rh!dieEE0lVi-60W2nB_+xC%VG9fjND#G#=>;k|Jpz
zxry$VamT(cj0(DyB#1>v6L0{pBO+Zqb{aUB92-%KQw)fwE*b$;U%k>w=Uy^-h95yY
zau60x3#RYaQU6djb=#PmY9KQuGL+$6v2&Hm)@CEGrMEl`>^0AR2;U~+hHlrF&{i9*
zxdutzXGfI2AX2P^xhuN@CNMFx(jiCt(6jqU<ke?P4_M>$F}$hM8KC{FpDo!NA>LAN
z;7k*%8S^vAuJ^W%VM0$X%zHbWpfiECAXOg#VF<GX<odVqQ)SDS=;Dt_y+tlG(1Qb*
z(@2=Rj0Bu)fDHm=A?Op_ORbD2qk7e{X=KX1Yb!ai7|AeA0urPwtM6K8ZwwmiSOZfW
z-=&AO{9T<E@X2QeMxv949E<f))<k%8-w&K#O0jso&T-OIyjv#;cXkMy8K4i%(Qd<>
zPQcZZvaP4H=3>wKS#Wah5p?9}veIbxX|#A~3X6A=N#!u%$YJ`hTX)2CK*GG#9GfEV
z4nGQ!T%wWWo!%ZBn}*ZKTm4d4Xe?BPIrqqi4B)|WT0Tlk1(OW>cd9P>%+oj#lzmpt
zBNv)^UK@V0gKmsrhb2Q~tvaNEFwVOXs7xkyB2psY9bz2-yUj7xn}Le+GP{J(ljM<<
zQN3<@34fNaO<?Vic#{QhHgqLxO1kzInNO?(Bck0j>YXBF=Q+8ZBN^2Pjzk4F>>!Gx
ziWn~r^Ba86>~s%=;r~v9ZS^ccUO6$6<3#s_kC<kS=$xLAN}j#{GT}h{(E7?(X_LIS
z7(PfR*i7jkjeX&8s1~$r<jmZ#3Ix6KP$zXA@_2fvUV&bI!(=tLW7GT5*TVY-%xtjt
zC4N%ubU}k4s$78@ZHH4v`y5H!aY}ABxZy9{3i~iq#@Wf7!GW4K>y3}FkOZ$N0PNYG
zK=7QpIn~95HIwk|9g#tMRpHa`rsx4DUpW=pV`k3Eoem|$NtG<^i!C3DUcsDo%GZWZ
z!n+7wgCBD@kW;KD;RJeY2LM`KpIFcQ>vcve*6eL-OKkU`c20NwcnxW`e~NKwbDr;s
z`TM1Q7`^+(m(1)N96GuGZw{6L!ywOjOAL_N1lRqbs6cIvX7jH%wxH$AtL3etrf5?)
zIE`Hlzfv3NdzAGXm0L)PEG&h`@*H-WPu)u%aDYX}a53-SP5ktb?$<&XBoSwaaEj#Z
z$nTh;Y9Ev<9aGhMCsvxc6|u9U-C{;tL&qd2y2NQOTT&A9@+Azn<?5F~S=q05o~Me!
zM9*7JXb?0j&0gTNsG>kcOvF$9%XC56N^pZF%5N%Kl4F|@EaFVvbdfrG6&+kd#tD1H
z779%_>capW$Sm^+=p(*u93*Ob^d!yMT3)WGTQ*ZpdXx3qVj1$mE*0jMm3@VkO3>r9
z#mq<9uH;mkTQS#MyZt;|W4N=aF-5LYE_<SULi1wcjf-D8TIy;o#T2i_zTTvKp{I&3
z$pHQ=_TbSB{?LY9a)N@w5r~k<-4MZ~59P2FYo4Pvvx*ANPP86JFt%og`3(UWFg<p7
z#CS0eRwtNq?ba>An0N`#Ms%y0mWwA&;oH3(pc?kc6L+Q7@KjeB(M;Mc{lLT*1S-nb
zi|=Ca0r^+L&$P`e1?pF-nanJOAa|I<&F_vS=?a2h?f&m#0C(59m^yv(4kvx2(Vk5H
zOG~*41sS#oIs?6k@YLFWeC|sp%`~Fk_JJbWJoZ`+^zv7{*+lm#P;u@6=|n4UiEcfp
z^Z*?nZHkjUZlP-{;s9R9A~%SzYrr5cOE0%g0rJO}J_^6jdU=JqDXZTwA+3NZ<Sx;@
zlLKm*p6QVv`&I*#ur3dfiXbv%XkqXyzXp)IDNtwYmo1U!b&L1UBfQ_s)dyMjF$UG4
zsDP0Y;nkSap(@O0j~L{Jvg-&?5ktnM%W^cyT}*zeQ?^?8y3nG7-|2w{<L7W+KVHqj
z)TgQ7CrBW#H#B{krXnZPvnqurWr>Kg>!5Ni`i(Lt*sr835H=Gk)erU-9qd?r5crz!
zaPx{t_9g0u`hLLLzz3n2!o4uu(mw1W-i`<AF1;##(EOkr+u9quss1}N3>YJzobC!4
zTI^?>7o>=b9;a*W-1lYhTzg><|DnT>fdIBT#qkaRS9n6dlb26HVW#giuKl`^EK9TA
zWwg^1{tWtw+GXbux543^#S4~n7a)Ya=rS<$ysMQzGPmW^!$3h<A@U;59HM5L--cmP
zw$#jt5Zed%D`?0cK!rs&cR^8EKSh+aD}zvZ9l%>-(7=}njJJ*wkE~GfTj%x1aW{ER
zZN5!ybAH>ylO!vf(0fc_8=)Y2b`-K0*vVeH2khr9ieJWCo?7Fs5KY>n+PVOzaSE$H
z>?I>}^5@jXrWDZ(i;<UQtDCo_NN-7&UVhutH`{=lj|Cl%(ih+$6nN-e`9qgL&d={o
z;rCicS72AOEiP85|Iyo8gW*AWF`eab16f9Bc^}%5mb;@uR68jE-SnG1N(#JF+d^+|
z^uw;@r5lkQPm4?hVz%%!C3Ta6ywLsg@rPgL7t9rFr=L?;KK4Ne)dsAmjh<~H?!oz0
zF`hI;!ZOVM13bH~Tv$c5qAIqYjTt!<O_*s(^(u1eFw1Q##wdG{wa>lK`m#xHe;fyz
zOP;Jn7175=xA82}DhPAv_P$QMf@YK!b+S(Dsl~5BwihE{=5BijB7XN%cV)dalv&a7
zngjv?Za_w(>Bpq8q^)#3+=lFrb~MhCx48geoPc1meg?#u*NMUJBz+&HuFE<ec0Cd%
zdSBR19O8m~AHf<S$I|(&n9iCWA$zF8nO3>ZnZ>>aRq>1Vx_#UmnqT4+Skl;7cD(}N
zpNtEGava<h)26u)M41V}mFx%(Ix$*6DUs1q`yJIEW)1;*KEH8O`~9t=T`aP47Z$><
zn~Jh&?`v)?AL@h<Le&x>s&;N$j#4go0cYyUTKf>Ii_AYt!I^t!=@pi^QLazly6tOx
zv!pL>BKIulOz=7n%UeeSbNZl}RL+a~?m_=NC-(Dp?H9F<F+uRzSQ79CR)QbB3S)7u
zdX)2th!5d=;@j^&P+Fd82=uVThdMh&vB(di;M#L5)DJ5i6PQo)wtw0Ros881?V)!5
z>$x&7^3rn!^V);<x$BITlC*}34(d-GYG(P>DZWS<KZ6{;3{iD+v+TdRH1pL7<9xMn
zIm04<NNc}aQ5y*v@D$XxpQ%uH>IK@KvkF+B?0MGbynpTvP_#SS&2mp}w=sZ0v13vD
zLII2kamY*Mgt1XjQvzse`O8TkG1kBAcb*BOxvWZ)9#`tWBg2hMKDT16**w$n{Vknc
z06HbuRAb+CbsU0BPwZkg?7=m1lYY*8c*1yBN#pZB4E>DnmN;DrvP+x(@x_hlTjj5m
zbOf_6Qlr~DX>*QV^mWJY%`^ThPTAt<vmJHZUaPH<umQfWy?lYBy1Zu%{%8A_t;oE6
z5?VN>dZ;(hHYL6n?JY3L<X62sYot8CqsCnE7+|}MQ%*`_Z5ngb%u8nc>co3+?VUOR
zfP}rTr{5N6o7ld?uza0<<O^JM`$xlab-NjGq3U>Fwq8zKAbO^Ze^c>+=X}nOcI#vU
z@bL~KIxWtV{4VS$$Z7~IpC7$K;ygj0+uO|-bc0m{gAY#{`<5`8%5p2bq1S`TdFG%Q
z96|~Z3m(~o_C-+@jyle#;~<`+5&mrS0bZ(ME3gu0ZyQiD0{}Rxh?}&W_fJDxa0_(X
z%XU-*{$FkITG*xKtA~p0Sc{O>xA5;ec*2}<p~t&T&)vRLVNP<AlrjS;N#p5Yx0b!U
zB<=d%>EVVl;eRkWWu3!nPxj9j!u;rGzEW|neT<oACf+Gu%`~L#l^-;BENY3L=@_Hw
zav}f%yhv!TYJAa9_T-_r+b`yAb>79^eF5)gOWGHgteUq;*dTriY|>X8-W+3&7+dl?
zFw4=&?<;E2{4_#e+;HwnBMNw;-@7F$L%gJQ^?8&PyqNN`&es}G_Jd1o|MsHtD{bxX
zuCri~YkZnno#v;;RBc(Qn*&AWUdi|HyIatM<sf20_;Hr39O5le%j6|#DgF<%18{sg
z4yI1%5`G}<rb6>fL9GBWcQlZ2#@&E$6j&IwDfg!AL<EzQv`Sp67qjJInUHICE^Xdb
zUHGHoDGG~|I*l67eW<>_njcE?m&S@Ov{uh>(%K=$facVm)mxP6%eKkcrXIP7F|Wpk
zKWeRBp}uWqsV;A5=#`K7LJRA38uEt}Q59Es7q8t8JUipI-bqjF;;S3xxwRk1?N6Hl
z5AU17Xr4nt8-hT-(>2mA7Ps(Uku1+j&2NQWhJ<2H`S3OAu1+>ys7a!$TmR!#3Txdy
zGex_`qxKDTtD766%4LmyUfW>NAEvvhWz7{Lq~!77HWemq#X*0@3TGNI%$2YC7Xun~
zgpgIDcXo^6Iml<dunnm}G^Tl!l{EzxZ1II<R56+xX1fMOk6P5sBdz>jCsv?t_<5s8
z?!s`uI;O<`_~mU5{j(oe5-;&c2a+RAz4iP+Hm9~ba?cI(oFMNCs7+b43<7|oQ!Nd5
zbq@A6ZOUtty`QvsGN-Jv=+fr~f)Na-2ZR0@)PxoJQfKzvKmzRPhj?$}IzR$5N7SV`
z<@eHioj)vU{G2eaQ<i+xAzsp}@$|aZx8MC^qLBwcz_IV)yaIWu4%Ke(-!0|8*366{
zfM0i9%e?QTv<UgRTfVM#gu2`<q_%E-d0GWgE3Xa26y}L)t6W*)L4?}CbbpM<WT?o^
z)>L1`k2ca{^NbQTQDSYiXxZnE_{Cz7!1eV+mgbL}sQ8tV)S}!RGWfi%i1kd`8mHbS
z-MqNJUTq~}E@T$b6c%0D_^$@Ye~6+N+ChiP(jF1@^Ma_ad`YjPtb-9{zZ%(?+JuDG
z21VI0RykW+Ow&Y~dG;|1+qV2GJX<_L4Pf|8M3tA`>DUNZ%RBI*w!SX1;Py2l=Bhqt
z`IBw`vi89?Mz}5?)UUMH6(t&lGF}ISt>5$o8J|2Gmc3(nSEdb>mK6pT9Dud#ZQ7dG
zR^&{R+~M3gfqb)UQT)Hr&2cH$6(U%Dp+2T8ZHN4kHHk)@r*VsxeLev!z;7rGv$$yF
zB!7@$-dMJ+yMzH6n&?F@KOb^s>D0J0BA58(B;H85>I2KD5pSnz7Rc#KTE3|5Gksq%
zH|q)Aqm!k+fdP$GE;@O>zcJQ3v#j2~yZL+mFfJ!%mc!k!_{nDs(b@wc54q=z%#L}D
z_wN7nbdU^00YV4t+P~=3zr25PY626EEN`icWfXS!2Nrx<tW{oI5LY6w>77e9l`(!e
z_ZbngEOc0b`iX?XL?eR)T$J^rFcxe-e&)yA&ugt^vhFKEkXO<&OUjM}s)4lmHx(^v
zL*(AtXfATm=g!lQv2pAU@2J%qbK6!r8{Gi9;Vq?zpWN}de|^#ptny#ZZQB`A!aaw`
zGI%qR1?U7zg7A7aGQ%A>hxVT%e!j7L2IoX*3qCyJ4&Gn<Vm;+DWZk~!iAMZa_d4C-
zw0f*=jkOduUAnm6<1-s;07Pd)@$j(-lcNj^z{ksgsLa;b(5%_9@pL1CLx!w#(YcTR
zu4HUnPHAuB9;}Xbw)McL)nFk!X1b9qKC}rJaZvQ~bre<S5R3W1NT&JYqOgD8)W2bL
zLf63TVC_X9;NF#Zu8He;MoWy=e%lH&7;YNjkdd6zF4H*^b?3gR@xsrQI*Y8UkpmNG
zIh}~Qc|ql*VIeA0V|;5uT1|~(@%Dv3F!tcIj<|Y<<RX@)-D!EJ<2aKE2shTQQjqc0
z=fy4Xr$k75+rrNlDhziO20QKl)yG-RQ?319z18>%I6k1Q;(Y6?m$>5qH!df3Eqq5?
zTb={Z4;b#NclfXI1H{qF`+9Gc5I}|%-`dKajQ@|fVzeJ*<NLq0?9$i&Cvk3p<Hef6
zw^loc&>Hr9iyc1To&;@h5<602_YG!Mulhg9^;(75xB;_WFE1`!a0Z}Ya#wwWeFF$b
zz$FAM!|C=n|NK~PH@NoEW}t?r3u5rE_@8lY2nbU?sQ$S^6aggb+i%$~SE%g(Vc|mi
zmUM0Sq|)O5@y9;7zPrH&Rv%3IhA;<xGHsWvF1mb+f_f+*Yev+92A&+uwdY@HoRQT;
zDe5eW-}%cPu|eOGRiPVyGgSC9_N+qrl}>$m47YQW*8VFqs}It&L1eW5U%#|yk<Mkv
z*1=_vDB|Rre;|g77M;0~*p(+C?&74G{kM#=Xi<;+A5C%{%D}S!d**)8qPw=R)30dX
mQH%6&-q8yG{O>_Gp2Bv?*}tA9`}@eh+qcINR<`T-pZ^b9jy2!_

literal 0
HcmV?d00001

diff --git a/docSite/content/docs/development/configuration.md b/docSite/content/docs/development/configuration.md
index 325996e54..c75eba7c9 100644
--- a/docSite/content/docs/development/configuration.md
+++ b/docSite/content/docs/development/configuration.md
@@ -77,7 +77,7 @@ weight: 520
     "price": 0,
     "prompt": ""
   },
-  "CQModel": { // 问题分类模型
+  "CQModel": { // Classify Question: 问题分类模型
     "model": "gpt-3.5-turbo-16k",
     "functionCall": true,
     "name": "GPT35-16k",
@@ -85,7 +85,7 @@ weight: 520
     "price": 0,
     "prompt": ""
   },
-  "QGModel": { // 生成下一步指引模型
+  "QGModel": { // Question Generation: 生成下一步指引模型
     "model": "gpt-3.5-turbo",
     "name": "GPT35-4k",
     "maxToken": 4000,
diff --git a/docSite/content/docs/development/openApi.md b/docSite/content/docs/development/openApi.md
index df64f55b2..f93d18d11 100644
--- a/docSite/content/docs/development/openApi.md
+++ b/docSite/content/docs/development/openApi.md
@@ -225,9 +225,10 @@ data: [{"moduleName":"KB Search","price":1.2000000000000002,"model":"Embedding-2
 此部分 API 需使用全局通用的 API Key。
 {{% /alert %}}
 
-### 如何获取知识库ID（kbId）
+| 如何获取知识库ID（kbId） | 如何获取文件ID（file_id） |
+| --------------------- | --------------------- |
+| ![](/imgs/getKbId.png) | ![](/imgs/getfile_id.png) |
 
-![](/imgs/getKbId.png)
 
 ### 知识库添加数据
 
@@ -248,6 +249,8 @@ curl --location --request POST 'https://fastgpt.run/api/core/dataset/data/pushDa
         {
             "a": "test",
             "q": "1111",
+            "file_id": "关联的文件ID/URL/manual/mark",
+            "source": "来源名称"，
         },
         {
             "a": "test2",
@@ -271,7 +274,8 @@ curl --location --request POST 'https://fastgpt.run/api/core/dataset/data/pushDa
     "data": [
         {
             "q": "生成索引的内容，index 模式下最大 tokens 为3000，建议不超过 1000",
-            "a": "预期回答/补充"
+            "a": "预期回答/补充",
+            "file_id": "如果推送数据到手动录入，这里可以留空; 如果希望关联到某个文件中，需要填写对应文件的ID; 如果希望加入到手动标注中，可设置为: mark",
         },
         {
             "q": "生成索引的内容，qa 模式下最大 tokens 为10000，建议 8000 左右",
@@ -292,7 +296,16 @@ curl --location --request POST 'https://fastgpt.run/api/core/dataset/data/pushDa
     "code": 200,
     "statusText": "",
     "data": {
-        "insertLen": 1 // 最终插入成功的数量，可能因为超出 tokens 或者插入异常，index 可以重复插入，会自动去重
+        "insertLen": 1, // 最终插入成功的数量
+        "overToken": [], // 超出 token 的
+        "fileIdInvalid": [  // file_id 无效的
+            {
+                "a": "飞飞dsaf飞",
+                "q": "测试是32否收到",
+                "file_id": "32dwe"
+            }
+        ],
+        "error": [] // 其他错误
     }
 }
 ```
diff --git a/docSite/content/docs/installation/upgrading/447.md b/docSite/content/docs/installation/upgrading/447.md
index 8160cbef0..03bc72d43 100644
--- a/docSite/content/docs/installation/upgrading/447.md
+++ b/docSite/content/docs/installation/upgrading/447.md
@@ -26,4 +26,6 @@ curl --location --request POST 'https://{{host}}/api/admin/initv447' \
 ### Fast GPT V4.4.7
 
 1. 优化了数据库文件 crud。
-2. 兼容链接读取，作为 source。
\ No newline at end of file
+2. 兼容链接读取，作为 source。
+3. 区分手动录入和标注，可追数据至某个文件。
+4. 升级 openai sdk。
\ No newline at end of file
diff --git a/packages/core/ai/config.ts b/packages/core/ai/config.ts
index cc9c94e2f..11df30451 100644
--- a/packages/core/ai/config.ts
+++ b/packages/core/ai/config.ts
@@ -1,28 +1,16 @@
 import { UserModelSchema } from '../user/type';
-import { Configuration, OpenAIApi } from 'openai';
+import OpenAI from 'openai';
 
 export const openaiBaseUrl = process.env.OPENAI_BASE_URL || 'https://api.openai.com/v1';
 export const baseUrl = process.env.ONEAPI_URL || openaiBaseUrl;
 
 export const systemAIChatKey = process.env.CHAT_API_KEY || '';
 
-export const getAIChatApi = (props?: UserModelSchema['openaiAccount']) => {
-  return new OpenAIApi(
-    new Configuration({
-      basePath: props?.baseUrl || baseUrl,
-      apiKey: props?.key || systemAIChatKey
-    })
-  );
-};
-
-/* openai axios config */
-export const axiosConfig = (props?: UserModelSchema['openaiAccount']) => {
-  return {
-    baseURL: props?.baseUrl || baseUrl, // 此处仅对非 npm 模块有效
-    httpsAgent: global.httpsAgent,
-    headers: {
-      Authorization: `Bearer ${props?.key || systemAIChatKey}`,
-      auth: process.env.OPENAI_BASE_URL_AUTH || ''
-    }
-  };
+export const getAIApi = (props?: UserModelSchema['openaiAccount'], timeout = 6000) => {
+  return new OpenAI({
+    apiKey: props?.key || systemAIChatKey,
+    baseURL: props?.baseUrl || baseUrl,
+    httpAgent: global.httpsAgent,
+    timeout
+  });
 };
diff --git a/packages/core/ai/constant.ts b/packages/core/ai/constant.ts
index 2c6b9bee5..4773d0895 100644
--- a/packages/core/ai/constant.ts
+++ b/packages/core/ai/constant.ts
@@ -1 +1,6 @@
-export { ChatCompletionRequestMessageRoleEnum } from 'openai';
+export enum ChatCompletionRequestMessageRoleEnum {
+  'System' = 'system',
+  'User' = 'user',
+  'Assistant' = 'assistant',
+  'Function' = 'function'
+}
diff --git a/packages/core/ai/functions/createQuestionGuide.ts b/packages/core/ai/functions/createQuestionGuide.ts
index d7a667756..3201c34e2 100644
--- a/packages/core/ai/functions/createQuestionGuide.ts
+++ b/packages/core/ai/functions/createQuestionGuide.ts
@@ -1,5 +1,5 @@
 import { ChatCompletionRequestMessage } from '../type';
-import { getAIChatApi } from '../config';
+import { getAIApi } from '../config';
 
 export const Prompt_QuestionGuide = `我不太清楚问你什么问题，请帮我生成 3 个问题，引导我继续提问。问题的长度应小于20个字符，按 JSON 格式返回: ["问题1", "问题2", "问题3"]`;
 
@@ -10,8 +10,8 @@ export async function createQuestionGuide({
   messages: ChatCompletionRequestMessage[];
   model: string;
 }) {
-  const chatAPI = getAIChatApi();
-  const { data } = await chatAPI.createChatCompletion({
+  const ai = getAIApi();
+  const data = await ai.chat.completions.create({
     model: model,
     temperature: 0,
     max_tokens: 200,
diff --git a/packages/core/ai/type.d.ts b/packages/core/ai/type.d.ts
index 7fa86c127..89a5a42d5 100644
--- a/packages/core/ai/type.d.ts
+++ b/packages/core/ai/type.d.ts
@@ -1 +1,6 @@
-export type { CreateChatCompletionRequest, ChatCompletionRequestMessage } from 'openai';
+import OpenAI from 'openai';
+export type ChatCompletionRequestMessage = OpenAI.Chat.CreateChatCompletionRequestMessage;
+export type ChatCompletion = OpenAI.Chat.ChatCompletion;
+export type CreateChatCompletionRequest = OpenAI.Chat.ChatCompletionCreateParams;
+
+export type StreamChatType = Stream<OpenAI.Chat.ChatCompletionChunk>;
diff --git a/packages/core/package.json b/packages/core/package.json
index 0329f7d68..5013eac09 100644
--- a/packages/core/package.json
+++ b/packages/core/package.json
@@ -2,10 +2,11 @@
   "name": "@fastgpt/core",
   "version": "1.0.0",
   "dependencies": {
-    "openai": "^3.3.0",
-    "tunnel": "^0.0.6",
     "@fastgpt/common": "workspace:*",
-    "@fastgpt/support": "workspace:*"
+    "@fastgpt/support": "workspace:*",
+    "encoding": "^0.1.13",
+    "openai": "^4.11.1",
+    "tunnel": "^0.0.6"
   },
   "devDependencies": {
     "@types/tunnel": "^0.0.4"
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 6d4511557..e15f8565c 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -37,9 +37,12 @@ importers:
       '@fastgpt/support':
         specifier: workspace:*
         version: link:../support
+      encoding:
+        specifier: ^0.1.13
+        version: registry.npmmirror.com/encoding@0.1.13
       openai:
-        specifier: ^3.3.0
-        version: registry.npmmirror.com/openai@3.3.0
+        specifier: ^4.11.1
+        version: registry.npmmirror.com/openai@4.11.1(encoding@0.1.13)
       tunnel:
         specifier: ^0.0.6
         version: registry.npmmirror.com/tunnel@0.0.6
@@ -5584,6 +5587,15 @@ packages:
       '@types/express': registry.npmmirror.com/@types/express@4.17.17
     dev: true
 
+  registry.npmmirror.com/@types/node-fetch@2.6.6:
+    resolution: {integrity: sha512-95X8guJYhfqiuVVhRFxVQcf4hW/2bCuoPwDasMf/531STFoNoWTT7YDnWdXHEZKqAGUigmpG31r2FE70LwnzJw==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/@types/node-fetch/-/node-fetch-2.6.6.tgz}
+    name: '@types/node-fetch'
+    version: 2.6.6
+    dependencies:
+      '@types/node': registry.npmmirror.com/@types/node@18.14.0
+      form-data: registry.npmmirror.com/form-data@4.0.0
+    dev: false
+
   registry.npmmirror.com/@types/node@18.14.0:
     resolution: {integrity: sha512-5EWrvLmglK+imbCJY0+INViFWUHg1AHel1sq4ZVSfdcNqGy9Edv3UB9IIzzg+xPaUcAgZYcfVs2fBcwDeZzU0A==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/@types/node/-/node-18.14.0.tgz}
     name: '@types/node'
@@ -5825,6 +5837,15 @@ packages:
     version: 2.0.6
     dev: false
 
+  registry.npmmirror.com/abort-controller@3.0.0:
+    resolution: {integrity: sha512-h8lQ8tacZYnR3vNQTgibj+tODHI5/+l06Au2Pcriv/Gmet0eaj4TwWH41sO9wnHDiQsEj19q0drzdWdeAHtweg==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/abort-controller/-/abort-controller-3.0.0.tgz}
+    name: abort-controller
+    version: 3.0.0
+    engines: {node: '>=6.5'}
+    dependencies:
+      event-target-shim: registry.npmmirror.com/event-target-shim@5.0.1
+    dev: false
+
   registry.npmmirror.com/acorn-jsx@5.3.2(acorn@8.10.0):
     resolution: {integrity: sha512-rq9s+JNhf0IChjtDXxllJ7g41oZk5SlXtp0LHwyA5cejwn7vKmKp4pPri6YEePv2PU65sAsegbXtIinmDFDXgQ==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/acorn-jsx/-/acorn-jsx-5.3.2.tgz}
     id: registry.npmmirror.com/acorn-jsx/5.3.2
@@ -5855,6 +5876,15 @@ packages:
       - supports-color
     dev: false
 
+  registry.npmmirror.com/agentkeepalive@4.5.0:
+    resolution: {integrity: sha512-5GG/5IbQQpC9FpkRGsSvZI5QYeSCzlJHdpBQntCsuTOxhKD8lqKhrleg2Yi7yvMIf82Ycmmqln9U8V9qwEiJew==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/agentkeepalive/-/agentkeepalive-4.5.0.tgz}
+    name: agentkeepalive
+    version: 4.5.0
+    engines: {node: '>= 8.0.0'}
+    dependencies:
+      humanize-ms: registry.npmmirror.com/humanize-ms@1.2.1
+    dev: false
+
   registry.npmmirror.com/aggregate-error@3.1.0:
     resolution: {integrity: sha512-4I7Td01quW/RpocfNayFdFVk1qSuoh0E7JrbRJ16nH01HhKFQ88INq9Sd+nd72zqRySlr9BmDA8xlEJ6vJMrYA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/aggregate-error/-/aggregate-error-3.1.0.tgz}
     name: aggregate-error
@@ -6115,16 +6145,6 @@ packages:
     engines: {node: '>=4'}
     dev: true
 
-  registry.npmmirror.com/axios@0.26.1:
-    resolution: {integrity: sha512-fPwcX4EvnSHuInCMItEhAGnaSEXRBjtzh9fOtsE6E1G6p7vl7edEeZe11QHf18+6+9gR5PbKV/sGKNaD8YaMeA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/axios/-/axios-0.26.1.tgz}
-    name: axios
-    version: 0.26.1
-    dependencies:
-      follow-redirects: registry.npmmirror.com/follow-redirects@1.15.3
-    transitivePeerDependencies:
-      - debug
-    dev: false
-
   registry.npmmirror.com/axios@1.3.3:
     resolution: {integrity: sha512-eYq77dYIFS77AQlhzEL937yUBSepBfPIe8FcgEDN35vMNZKMrs81pgnyrQpwfy4NF4b4XWX1Zgx7yX+25w8QJA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/axios/-/axios-1.3.3.tgz}
     name: axios
@@ -6213,6 +6233,12 @@ packages:
     version: 1.0.2
     dev: true
 
+  registry.npmmirror.com/base-64@0.1.0:
+    resolution: {integrity: sha512-Y5gU45svrR5tI2Vt/X9GPd3L0HNIKzGu202EjxrXMpuc2V2CiKgemAbUUsqYmZJvPtCXoUKjNZwBJzsNScUbXA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/base-64/-/base-64-0.1.0.tgz}
+    name: base-64
+    version: 0.1.0
+    dev: false
+
   registry.npmmirror.com/base64-js@1.5.1:
     resolution: {integrity: sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/base64-js/-/base64-js-1.5.1.tgz}
     name: base64-js
@@ -6418,6 +6444,12 @@ packages:
     version: 1.1.4
     dev: false
 
+  registry.npmmirror.com/charenc@0.0.2:
+    resolution: {integrity: sha512-yrLQ/yVUFXkzg7EDQsPieE/53+0RlaWTs+wBrvW36cyilJ2SaDWfl4Yj7MtLTXleV9uEKefbAGUPv2/iWSooRA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/charenc/-/charenc-0.0.2.tgz}
+    name: charenc
+    version: 0.0.2
+    dev: false
+
   registry.npmmirror.com/chokidar@3.5.3:
     resolution: {integrity: sha512-Dr3sfKRP6oTcjf2JmUmFJfeVMvXBdegxB0iVQ5eb2V10uFJUCAS8OByZdVAyVb8xXNz3GjjTgj9kLWsZTqE6kw==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/chokidar/-/chokidar-3.5.3.tgz}
     name: chokidar
@@ -6706,6 +6738,12 @@ packages:
       which: registry.npmmirror.com/which@2.0.2
     dev: true
 
+  registry.npmmirror.com/crypt@0.0.2:
+    resolution: {integrity: sha512-mCxBlsHFYh9C+HVpiEacem8FEBnMXgU9gy4zmNC+SXAZNB/1idgp/aulFJ4FgCi7GPEVbfyng092GqL2k2rmow==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/crypt/-/crypt-0.0.2.tgz}
+    name: crypt
+    version: 0.0.2
+    dev: false
+
   registry.npmmirror.com/crypto@1.0.1:
     resolution: {integrity: sha512-VxBKmeNcqQdiUQUW2Tzq0t377b54N2bMtXO/qiLa+6eRRmmC4qT3D4OnTGoT/U6O9aklQ/jTwbOtRMTTY8G0Ig==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/crypto/-/crypto-1.0.1.tgz}
     name: crypto
@@ -7284,6 +7322,15 @@ packages:
     engines: {node: '>=0.3.1'}
     dev: false
 
+  registry.npmmirror.com/digest-fetch@1.3.0:
+    resolution: {integrity: sha512-CGJuv6iKNM7QyZlM2T3sPAdZWd/p9zQiRNS9G+9COUCwzWFTs0Xp8NF5iePx7wtvhDykReiRRrSeNb4oMmB8lA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/digest-fetch/-/digest-fetch-1.3.0.tgz}
+    name: digest-fetch
+    version: 1.3.0
+    dependencies:
+      base-64: registry.npmmirror.com/base-64@0.1.0
+      md5: registry.npmmirror.com/md5@2.3.0
+    dev: false
+
   registry.npmmirror.com/dingbat-to-unicode@1.0.1:
     resolution: {integrity: sha512-98l0sW87ZT58pU4i61wa2OHwxbiYSbuxsCBozaVnYX2iCnr3bLM3fIes1/ej7h1YdOKuKt/MLs706TVnALA65w==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/dingbat-to-unicode/-/dingbat-to-unicode-1.0.1.tgz}
     name: dingbat-to-unicode
@@ -7446,6 +7493,14 @@ packages:
     version: 2.0.0
     dev: false
 
+  registry.npmmirror.com/encoding@0.1.13:
+    resolution: {integrity: sha512-ETBauow1T35Y/WZMkio9jiM0Z5xjHHmJ4XmjZOq1l/dXz3lr2sRn87nJy20RupqSh1F2m3HHPSp8ShIPQJrJ3A==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/encoding/-/encoding-0.1.13.tgz}
+    name: encoding
+    version: 0.1.13
+    dependencies:
+      iconv-lite: registry.npmmirror.com/iconv-lite@0.6.3
+    dev: false
+
   registry.npmmirror.com/enhanced-resolve@5.15.0:
     resolution: {integrity: sha512-LXYT42KJ7lpIKECr2mAXIaMldcNCh/7E0KBKOu4KSfkHmP+mZmSs+8V5gBAqisWBy0OO4W5Oyys0GO1Y8KtdKg==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/enhanced-resolve/-/enhanced-resolve-5.15.0.tgz}
     name: enhanced-resolve
@@ -7933,6 +7988,13 @@ packages:
     engines: {node: '>=0.10.0'}
     dev: true
 
+  registry.npmmirror.com/event-target-shim@5.0.1:
+    resolution: {integrity: sha512-i/2XbnSz/uxRCU6+NdVJgKWDTM427+MqYbkQzD321DuCQJUqOuJKIA0IM2+W2xtYHdKOmZ4dR6fExsd4SXL+WQ==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/event-target-shim/-/event-target-shim-5.0.1.tgz}
+    name: event-target-shim
+    version: 5.0.1
+    engines: {node: '>=6'}
+    dev: false
+
   registry.npmmirror.com/execa@7.1.1:
     resolution: {integrity: sha512-wH0eMf/UXckdUYnO21+HDztteVv05rq2GXksxT4fCGeHkBhw1DROXh40wcjMcRqDOWE7iPJ4n3M7e2+YFP+76Q==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/execa/-/execa-7.1.1.tgz}
     name: execa
@@ -8105,6 +8167,12 @@ packages:
       is-callable: registry.npmmirror.com/is-callable@1.2.7
     dev: true
 
+  registry.npmmirror.com/form-data-encoder@1.7.2:
+    resolution: {integrity: sha512-qfqtYan3rxrnCk1VYaA4H+Ms9xdpPqvLZa6xmMgFvhO32x7/3J/ExcTd6qpxM0vH2GdMI+poehyBZvqfMTto8A==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/form-data-encoder/-/form-data-encoder-1.7.2.tgz}
+    name: form-data-encoder
+    version: 1.7.2
+    dev: false
+
   registry.npmmirror.com/form-data@4.0.0:
     resolution: {integrity: sha512-ETEklSGi5t0QMZuiXoA/Q6vcnxcLQP5vdugSpuAyi6SVGi2clPPp+xgEhuMaHC+zGgn31Kd235W35f7Hykkaww==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/form-data/-/form-data-4.0.0.tgz}
     name: form-data
@@ -8123,6 +8191,16 @@ packages:
     engines: {node: '>=0.4.x'}
     dev: false
 
+  registry.npmmirror.com/formdata-node@4.4.1:
+    resolution: {integrity: sha512-0iirZp3uVDjVGt9p49aTaqjk84TrglENEDuqfdlZQ1roC9CWlPk6Avf8EEnZNcAqPonwkG35x4n3ww/1THYAeQ==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/formdata-node/-/formdata-node-4.4.1.tgz}
+    name: formdata-node
+    version: 4.4.1
+    engines: {node: '>= 12.20'}
+    dependencies:
+      node-domexception: registry.npmmirror.com/node-domexception@1.0.0
+      web-streams-polyfill: registry.npmmirror.com/web-streams-polyfill@4.0.0-beta.3
+    dev: false
+
   registry.npmmirror.com/formidable@2.1.1:
     resolution: {integrity: sha512-0EcS9wCFEzLvfiks7omJ+SiYJAiD+TzK4Pcw1UlUoGnhUxDcMKjt0P7x8wEb0u6OHu8Nb98WG3nxtlF5C7bvUQ==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/formidable/-/formidable-2.1.1.tgz}
     name: formidable
@@ -8565,6 +8643,14 @@ packages:
     engines: {node: '>=14.18.0'}
     dev: true
 
+  registry.npmmirror.com/humanize-ms@1.2.1:
+    resolution: {integrity: sha512-Fl70vYtsAFb/C06PTS9dZBo7ihau+Tu/DNCk/OyHhea07S+aeMWpFFkUaXRa8fI+ScZbEI8dfSxwY7gxZ9SAVQ==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/humanize-ms/-/humanize-ms-1.2.1.tgz}
+    name: humanize-ms
+    version: 1.2.1
+    dependencies:
+      ms: registry.npmmirror.com/ms@2.1.3
+    dev: false
+
   registry.npmmirror.com/husky@8.0.3:
     resolution: {integrity: sha512-+dQSyqPh4x1hlO1swXBiNb2HzTDN1I2IGLQx1GrBuiqFJfoMrnZWwVmatvSiO+Iz8fBUnf+lekwNo4c2LlXItg==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/husky/-/husky-8.0.3.tgz}
     name: husky
@@ -8785,6 +8871,12 @@ packages:
       has-tostringtag: registry.npmmirror.com/has-tostringtag@1.0.0
     dev: true
 
+  registry.npmmirror.com/is-buffer@1.1.6:
+    resolution: {integrity: sha512-NcdALwpXkTm5Zvvbk7owOUSvVvBKDgKP5/ewfXEznmQFfs4ZRmanOeKBTjRVjka3QFoN6XJ+9F3USqfHqTaU5w==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/is-buffer/-/is-buffer-1.1.6.tgz}
+    name: is-buffer
+    version: 1.1.6
+    dev: false
+
   registry.npmmirror.com/is-buffer@2.0.5:
     resolution: {integrity: sha512-i2R6zNFDwgEHJyQUtJEk0XFi1i0dPFn/oqjK3/vPCcDeJvW5NQ83V8QbicfF1SupOaB0h8ntgBC2YiE7dfyctQ==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/is-buffer/-/is-buffer-2.0.5.tgz}
     name: is-buffer
@@ -9516,6 +9608,16 @@ packages:
     version: 3.0.3
     dev: false
 
+  registry.npmmirror.com/md5@2.3.0:
+    resolution: {integrity: sha512-T1GITYmFaKuO91vxyoQMFETst+O71VUPEU3ze5GNzDm0OWdP8v1ziTaAEPUr/3kLsY3Sftgz242A1SetQiDL7g==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/md5/-/md5-2.3.0.tgz}
+    name: md5
+    version: 2.3.0
+    dependencies:
+      charenc: registry.npmmirror.com/charenc@0.0.2
+      crypt: registry.npmmirror.com/crypt@0.0.2
+      is-buffer: registry.npmmirror.com/is-buffer@1.1.6
+    dev: false
+
   registry.npmmirror.com/mdast-util-definitions@5.1.2:
     resolution: {integrity: sha512-8SVPMuHqlPME/z3gqVwWY4zVXn8lqKv/pAhC57FuJ40ImXyBpmO5ukh98zB2v7Blql2FiHjHv9LVztSIqjY+MA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/mdast-util-definitions/-/mdast-util-definitions-5.1.2.tgz}
     name: mdast-util-definitions
@@ -10381,6 +10483,29 @@ packages:
       next: registry.npmmirror.com/next@13.5.2(@babel/core@7.22.20)(react-dom@18.2.0)(react@18.2.0)(sass@1.58.3)
     dev: false
 
+  registry.npmmirror.com/node-domexception@1.0.0:
+    resolution: {integrity: sha512-/jKZoMpw0F8GRwl4/eLROPA3cfcXtLApP0QzLmUT/HuPCZWyB7IY9ZrMeKw2O/nFIqPQB3PVM9aYm0F312AXDQ==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/node-domexception/-/node-domexception-1.0.0.tgz}
+    name: node-domexception
+    version: 1.0.0
+    engines: {node: '>=10.5.0'}
+    dev: false
+
+  registry.npmmirror.com/node-fetch@2.7.0(encoding@0.1.13):
+    resolution: {integrity: sha512-c4FRfUm/dbcWZ7U+1Wq0AwCyFL+3nt2bEw05wfxSz+DWpWsitgmSgYmy2dQdWyKC1694ELPqMs/YzUSNozLt8A==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/node-fetch/-/node-fetch-2.7.0.tgz}
+    id: registry.npmmirror.com/node-fetch/2.7.0
+    name: node-fetch
+    version: 2.7.0
+    engines: {node: 4.x || >=6.0.0}
+    peerDependencies:
+      encoding: ^0.1.0
+    peerDependenciesMeta:
+      encoding:
+        optional: true
+    dependencies:
+      encoding: registry.npmmirror.com/encoding@0.1.13
+      whatwg-url: registry.npmmirror.com/whatwg-url@5.0.0
+    dev: false
+
   registry.npmmirror.com/node-releases@2.0.13:
     resolution: {integrity: sha512-uYr7J37ae/ORWdZeQ1xxMJe3NtdmqMC/JZK+geofDrkLUApKRHPd18/TxtBOJ4A0/+uUIliorNrfYV6s1b02eQ==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/node-releases/-/node-releases-2.0.13.tgz}
     name: node-releases
@@ -10543,15 +10668,23 @@ packages:
       mimic-fn: registry.npmmirror.com/mimic-fn@4.0.0
     dev: true
 
-  registry.npmmirror.com/openai@3.3.0:
-    resolution: {integrity: sha512-uqxI/Au+aPRnsaQRe8CojU0eCR7I0mBiKjD3sNMzY6DaC1ZVrc85u98mtJW6voDug8fgGN+DIZmTDxTthxb7dQ==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/openai/-/openai-3.3.0.tgz}
+  registry.npmmirror.com/openai@4.11.1(encoding@0.1.13):
+    resolution: {integrity: sha512-GU0HQWbejXuVAQlDjxIE8pohqnjptFDIm32aPlNT1H9ucMz1VJJD0DaTJRQsagNaJ97awWjjVLEG7zCM6sm4SA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/openai/-/openai-4.11.1.tgz}
+    id: registry.npmmirror.com/openai/4.11.1
     name: openai
-    version: 3.3.0
+    version: 4.11.1
+    hasBin: true
     dependencies:
-      axios: registry.npmmirror.com/axios@0.26.1
-      form-data: registry.npmmirror.com/form-data@4.0.0
+      '@types/node': registry.npmmirror.com/@types/node@18.14.0
+      '@types/node-fetch': registry.npmmirror.com/@types/node-fetch@2.6.6
+      abort-controller: registry.npmmirror.com/abort-controller@3.0.0
+      agentkeepalive: registry.npmmirror.com/agentkeepalive@4.5.0
+      digest-fetch: registry.npmmirror.com/digest-fetch@1.3.0
+      form-data-encoder: registry.npmmirror.com/form-data-encoder@1.7.2
+      formdata-node: registry.npmmirror.com/formdata-node@4.4.1
+      node-fetch: registry.npmmirror.com/node-fetch@2.7.0(encoding@0.1.13)
     transitivePeerDependencies:
-      - debug
+      - encoding
     dev: false
 
   registry.npmmirror.com/option@0.2.4:
@@ -12157,6 +12290,12 @@ packages:
       url-parse: registry.npmmirror.com/url-parse@1.5.10
     dev: false
 
+  registry.npmmirror.com/tr46@0.0.3:
+    resolution: {integrity: sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/tr46/-/tr46-0.0.3.tgz}
+    name: tr46
+    version: 0.0.3
+    dev: false
+
   registry.npmmirror.com/tr46@3.0.0:
     resolution: {integrity: sha512-l7FvfAHlcmulp8kr+flpQZmVwtu7nfRV7NZujtN0OqES8EL4O4e0qqzL0DC5gAvx/ZC/9lk6rhcUwYvkBnBnYA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/tr46/-/tr46-3.0.0.tgz}
     name: tr46
@@ -12662,12 +12801,25 @@ packages:
     version: 2.0.1
     dev: false
 
+  registry.npmmirror.com/web-streams-polyfill@4.0.0-beta.3:
+    resolution: {integrity: sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz}
+    name: web-streams-polyfill
+    version: 4.0.0-beta.3
+    engines: {node: '>= 14'}
+    dev: false
+
   registry.npmmirror.com/web-worker@1.2.0:
     resolution: {integrity: sha512-PgF341avzqyx60neE9DD+XS26MMNMoUQRz9NOZwW32nPQrF6p77f1htcnjBSEV8BGMKZ16choqUG4hyI0Hx7mA==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/web-worker/-/web-worker-1.2.0.tgz}
     name: web-worker
     version: 1.2.0
     dev: false
 
+  registry.npmmirror.com/webidl-conversions@3.0.1:
+    resolution: {integrity: sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz}
+    name: webidl-conversions
+    version: 3.0.1
+    dev: false
+
   registry.npmmirror.com/webidl-conversions@7.0.0:
     resolution: {integrity: sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/webidl-conversions/-/webidl-conversions-7.0.0.tgz}
     name: webidl-conversions
@@ -12711,6 +12863,15 @@ packages:
       webidl-conversions: registry.npmmirror.com/webidl-conversions@7.0.0
     dev: false
 
+  registry.npmmirror.com/whatwg-url@5.0.0:
+    resolution: {integrity: sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/whatwg-url/-/whatwg-url-5.0.0.tgz}
+    name: whatwg-url
+    version: 5.0.0
+    dependencies:
+      tr46: registry.npmmirror.com/tr46@0.0.3
+      webidl-conversions: registry.npmmirror.com/webidl-conversions@3.0.1
+    dev: false
+
   registry.npmmirror.com/which-boxed-primitive@1.0.2:
     resolution: {integrity: sha512-bwZdv0AKLpplFY2KZRX6TvyuN7ojjr7lwkg6ml0roIy9YeuSr7JS372qlNW18UQYzgYK9ziGcerWqZOmEn9VNg==, registry: https://registry.npm.taobao.org/, tarball: https://registry.npmmirror.com/which-boxed-primitive/-/which-boxed-primitive-1.0.2.tgz}
     name: which-boxed-primitive
diff --git a/projects/app/public/docs/versionIntro.md b/projects/app/public/docs/versionIntro.md
index aacab4f75..d8efed71d 100644
--- a/projects/app/public/docs/versionIntro.md
+++ b/projects/app/public/docs/versionIntro.md
@@ -1,9 +1,6 @@
-### Fast GPT V4.4.6
+### Fast GPT V4.4.7
 
-1. 高级编排新增模块 - 应用调用
-2. 新增 - 必要连接校验
-3. 新增 - 下一步指引选项，可以通过模型生成 3 个预测问题。
-4. 新增 - 分享链接 hook 身份校验。
-5. [使用文档](https://doc.fastgpt.run/docs/intro/)
-6. [点击查看高级编排介绍文档](https://doc.fastgpt.run/docs/workflow)
-7. [点击查看商业版](https://doc.fastgpt.run/docs/commercial/)
+1. 优化数据集管理，区分手动录入和标注，可追数据至某个文件，保留链接读取的原始链接。
+2. [使用文档](https://doc.fastgpt.run/docs/intro/)
+3. [点击查看高级编排介绍文档](https://doc.fastgpt.run/docs/workflow)
+4. [点击查看商业版](https://doc.fastgpt.run/docs/commercial/)
diff --git a/projects/app/public/icon/human.svg b/projects/app/public/icon/human.svg
new file mode 100644
index 000000000..9be629cd0
--- /dev/null
+++ b/projects/app/public/icon/human.svg
@@ -0,0 +1,187 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" width="140px" height="140px" viewBox="0 0 140 140" enable-background="new 0 0 140 140" xml:space="preserve">  <image id="image0" width="140" height="140" x="0" y="0"
+    href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAIwAAACMCAYAAACuwEE+AAAABGdBTUEAALGPC/xhBQAAACBjSFJN
+AAB6JgAAgIQAAPoAAACA6AAAdTAAAOpgAAA6mAAAF3CculE8AAAABmJLR0QA/wD/AP+gvaeTAAAA
+CXBIWXMAAAsTAAALEwEAmpwYAAAngklEQVR42u2deXxVxfn/33POXXNvdrIRIAsh7LJbEAEBWRUU
+VxSxbkXU4tdS61YVUWtb90q1CtqqlbpQpQgqAhXckH0R2QmQQBayr3c/Z35/JEBCbpIbEHLp777/
+4cU5c+Y+Z84nM8/MPDMDIUKECBEiRIgQIUKECBEiRIgQIUKECBEiRIgQIUKECBEiRIgQIUL876C2
+tQFnmxdeeMFqUpQJfXr1GjD8kksKN23aVPNz5Lt69WpDdXn50At69rymS+fOpieffvrookWLZFu/
+b4gzYM6cOZbM9PSls++9Vz419wnZt2fP3GGDB/c/43xnzYrokZHx0a3Tp+uvv/aavGX6dL1bevo/
+Z82aZW7rdw5x+ohOSUkvvvrKK/I4hw8flj0yM4/OuvXWuNPNVMo5Sq9umYveffttWZ9X570i0zt2
+nNfWLx3iNBk+ZMigyRMnenRdb/BhVyxfLpNiY9+SUorTyXdwv36TZtx++4lMdSllic8rV+cXyLGT
+Jml9e/Ua0dbvHuI06JySsmj7tm3yVHy6LsdMutwxevTozNbmOWPGDGOHhIQt+fn5UkopHVKTL+ml
+cqJ2VIZ9ukRaXpsv28XFrQ5EjKtXr7a0dRmFqGPMmDFpkydO9J0qFk1K+Re9VA5et1Qmt2//Zmvz
+HdCz5yX33HmnJqWUxbpP3qEXyNHyqBwtj8rM3RskCz+U5gmX+YYMHDiouXyklMqkSZOuaOtyOh2U
+tjbgbJC1e/fNN99yS6Me4EbpZJlwYBvUBz2j09TL7rorujX5FpaUXP2rmTMVH5I/Usoh4Ttxr12H
+GIQi8F08TD2al3dnC1mJgwcP9mvrcjod/ucEM2fOHJPRaLzpiilTGlz3IJlPJTqAohB/xw22LRt/
+uLk1+SYlJl7To2dP1kkX24SnwX2r3YItIgw9JZUym23KjBkzwprKa9KkScmO6qKbp02b1qGty6u1
+/M8JZs3KlRdcPHx4msFgaHB9nXSSXa9GiJkyHmmzzH5Oz48PJN/lS5f2G3LxxYlGo5GPqPKbpl1y
+NFII3H37R3+z9ptGzdILL7xgHTJkyGgLhz//5t9XpvmqdvzQtWvXJ+++++6Jp+uEn2v+5wSTc/jw
+uOum3tCgOZLAYhqO1yl2G5YuaZ02HTzcUvMBQElR0SWjRo+mUPrYI7x+08Qm1bZw+oCB4lhV9VUA
+UkpVyqxOevmS8dOmpHw093cjvkztYOt5NL+GtI5hHVZ9dNNjLz511QJZld+urcsuEAxnnkVwMf6y
+yyyDLxrS4FqR9LHrlCYEIOrSYRxeseaO1VI+N1IIVzPZCofTOfqSUaP4SrrQm6gLImLtKIpAS2qP
+FhE5uSx/dpVe8NT16K50oUYq8ZHxXDrqIkaMnMCI8b9l6cd/ITbaANXftddd3/8KeKaty68l/qcE
+M3PmzPjIiIhh4eHhDa5/ixPNT/rwoYPIeeiPHTf+qnA4sKKpfGfMmGHdvnlTn/DwcDZR0uTvK6qC
+LcpGVWk13ti4lPX0fWhsTLoqDPGgWIBapZmA226fQUzSYPBlg1YlEeacti6/QPifEkxMeHgnqy1s
+uBANq4D1+K88TMmJ+CorRU5NzR3UE4yUUpVlX3VAO9BH+sp+cayoZvwDz3SJ8wnYL73N2hAVF0FV
+aTW+9C5i5ZZSddzEkY0TSQ+jhyYhSueD51AWxrg/qnH3L4SH27oIW+S8F8xxZ1EIIRVVTRw3bnyD
++1VSZxd+PrLPR+5zr2O/sB95e/aOdbsLeqsVi7srWvkoPf/JUUhnijC0MwlrN3bnHKVbdwPX33Eb
+NfOfAtG0f2qPrO0c6Z078+26H/BMvAoTAtCQ3nxwbAbHFk9qpPsH3WN/Q+XiJSJ+sgN+19ZFGRDn
+tWBmTZsW0btr13marrtnzJhxz4fvv3/BkKFDG3zNbLy4hJ9JZIOBqvVb6fjg3exbtSayqk/Gxhh8
+JsL6CMWcCcYkUGo//p6D88jo0oX3t64jUWm+MxMWaQVAj0+gfNW3HKvezYJn3iLCcIh7b0v7RjVZ
+v1RNCZ+IdrP2CiHOu9nt81own3377X1XXX31qJycHOeKL74Y6Xa5+gwe0tDh3U/TTUjXj15Her3k
+vrSATaYk87i4X/tNl52dzegxY3hw3DDeacYeo9TIsLgY2L6QkZEVDL0wnbVLn6W6UuA0Jsv+45d+
+uXPv/jrH9t62Lr7T4rwSzKFDhyzz589PP7hvX2xMTIy2dMmSqbN/+9sF8+fPv+C7b765ICYyMtNi
+tTZ4Zh+eJvM7+vTLRE8YhZSSHzUH4xSb33R5ubls27qVJ7d8Q8pzj564bpI+2vvK6e7JZ5D7MBne
+QtzCwMpwI+/kxzL7nY2Ep7TnqWEj5Nhx43z/eu+Dq2696abPdCmtqR06FEy69trcgQMHNu8UBRnn
+hWAeue++pBVr1tx3xeWX3dapc1psfGKCqHA56JieKqddf9VNnRJ1aTGbd+Tm5nbq37s3M2bOZPbv
+an2Cfc3UMGq4HVdWNvZ+vdi0cwda35GoNGxypJQUFRaiax6S25kZ7DpIF28hPT25pHpLKFbt7DMm
+8I01k79EXUqlYmXLU09jW76KUl1ikDrrvevEksWLjR3TUwc4dO9Wk8kk1m7drH+85D9H+/bs+cbI
+sWNff+mll0rbupwDIehHF8eOHHvRwUP7Pp79xO8TL792CtawkyPuUtc5kp3DC088zerPvjw2fuLE
+hCef+QOz7rqbxUuX4kMyWebhaeItC//xIb7ySmwXdMe7cx+rZj1CO6GC9CG1cvDmorsOs+n7JVzQ
+M4ESCdlRHfnJlMxOU3tyDDHUKGbkKcV4YPxNrHv7fWbddRerNq1n0phLue/Rh+iYmoJQTo6VVlVW
+8u93F/K3Z186lJnRZdKXq1fvbOvybomgrmFGDRvWv6i04PNFa5ZHdkjpRCE6n0gHU4SVMARCUeiU
+lsrLby/gP+9/lLDorXc5dPAQkZGRABRJrUmxKEiio6yEVeTSs2sY4QdzkGXvI33HQK8BYQFjPBWV
+ZtZuN7Juj4U3w80k3NnyJLOS0I683FzKysp48cXnmHTtVQ3uVyNZJl2Mjwjn1l/fxcWjRqbNuObG
+VZePHTty2YoVe9q63JsjaGN6Z8yY0W7Lli0r3/50UWJK53QA3pMOvhRuVCnoKYwn0goh6N67Fz5N
+44FZ93Hvb37DxvXrefHlF3H2SiMxykCGt5CB7mxGuPYxuWY7N1atZ3q7Y4ztrNI+UqF8Xw7e3sNJ
+DRuGZh2JsA1HsfUnp8DIf1dvQQoTu2Jt2Pv18muva28WRx97Hil1ZEQkS373KLfP/jVXTL22UdoP
+pZOlwoUmoa8wEhvXjgGDL7S//tK8YVNvvPHdzZs3B61fE5Q1jJRSZKalzf3dU4+lpWd2qb0G7Kjz
+RwSwT/pYjJP/E3YsdU3CtbfcxBeLl/DRwlfJSHYyY1wnPnn+9/zu6UmUKDaOGSLJNsSw0ZxKoRrB
+/hVf4nBpxN8xmax13xP+9d9ILapCURSQEkVVSUpKIjEpCaPFghpmbdLmgjfe451pv2LRRx/xr+ws
+hvbqzpU3Xn/ivgPJq7Ka6wk7Mepcf3yo94B+3PPQb/u88dzLDwBPtPU3aIqg9GFGDh3aE5O67f2V
+nxlU9WQl+L304EZysTDziKzgqND4g4ygszip++9Xf81bzz7Pkk/f44//+IgPdAcJM6fjd8BD1l0V
+gsqvfyAhLY3/dOiHUjcw5/V4+PrrNdjCbHQcciG3KoVNDtrlv/J3/pRyAZdPnsykCROY/YfHuWDA
+yZCXndLHU6KSLtLAoyKcr6SbKBSGCNOJND6vj8kXjahISEy+YNmyZUE5VRCMs9Vi3759v7n39w+d
+EEuJ1NksvahAel2lGI6guzTQQTRsVftdOAinW8ejR/Ph/Ldpd8OVNDk6JsQJAUSMGIKzUyLFQkcI
+gRACk9nMmLHjuOjii3EpNDvC227KBP7y6l8BKK+ooEef3g3upwuVVKliAlQE3TFiALZLL5V1FhqM
+Bu595MHIHVu23N/WH6Epgq5JunL06JhCR821Q0eNwInkn9LBGuGuDXyqo4s0cL8IJwLBWukhHZWk
+OuFYw6w43U7effttvNdOQIkMB5+Gt7AYrboG1R6GMb4dGPy/+rfSiYqgAA0TkISBbpioqmeBXuPA
+V1iM1HQMsdGoUREYOyaRfUFn3v7737Haw6gfj5OHRp7U+ZOIpAydJ2QlB+rF5qjABGnhOmFl5MRx
+RMZET502cuSjCxcurGzr73EqQSeYLbt2XT3r97+L8ArBn2Ule+oV7HH2Cx//lk4mYOZvoppe0shD
+1M5Qi7pa4+8LFtB76d/Z9vjzOPdmYclMxxhhx1dVg3PfQcJ6ZJL8wF0IS8OlRG8olY1qJAUIlwqu
+vQc5+sd5KCYTptRkhKriKyjCdTSfuOsn03HObB6/6EoGde3aME9ZQ5bwMY8oPpDOBmIB0IBlwkWe
+1LjfHM6Uade3W/TWu+OARW39PU4lqAQzZ84c5R/z5984YcoVLJNOv2I5zm689MKAD4ir37JKqKmu
+5vLLJvHBbx4n/uF7sPbp0ej5mnVb2H/7/XR+9Q+oURH1H2+EDhz57zcUffQpaS/OQY2JaphA0yh6
+7xMO3TeHuIfvofLtxQ1ux6GwFzgsNX5qZiBxi/CyUrq57OopYv6L86YTEkzzfLV0aUJyaqdBtqRE
+llLebFo3kv7CxOMynMx6XWy3201VRSXZeUfp9u4rOFVBxZdrKF22Cq2iCktmGu3/71fYBveno93G
+0T+80mC43x+6w0nBW/8ic+FfQVFwbNtJwYJ/oVdVY+mcQvzN1xD3y2uJHDGE3EefpSo/r8Hzdwgb
+w6SZDGHARfPzjZ/i5IW0FBKT2w99aOpU8//Nm+du6+9Sn6ByeguKi/sPHzM67Ce8OFuYyA1DYAR6
+CGMD1efmHCElJYV58xeg+7xk3fUQnrxCUp55iIx3XiZ28jgO3Pkg0uPF2qsrnvxjoDf/WzVbdhBz
++aW1Ytm+i4I33iP1mQfJeOdl4m++htyX36RwwUJMqR1IemQWpUXFFBUcO/G8BUEfYcSCwNpC6G6J
+0Nmp6lx48ZCYBStXnvGy3p+boBKM2+sd8othQ/mRlset2jcx5vj9V2u45dbbkAaVrAefIXHGNOJu
+vQ7Hzr0cvPsRhKoQMXQQ7oPZAAihQAt/9ejyxJB+0XsfkzL3forfW8yRx59HjY4k7eUn8eQVUv3D
+Ziw9uhB/721s+G5to2xUICWASn0XPoaPGU1hQcHIFhOfY4JKMKrBMLB3/74cxtdi2oGYGl2TUvLl
+f5YyfuJEHKVlaEhsA/sg3W7yXn6T1Ocfw9IjE+feAxhiY3DvP4ShXTQozReDrX8vSj/7CqTEkpFG
+9dYdxN/zS+Kun8zh3z8LAtrfdweF79S6HAm3TeXD9973m1fvAARzFI1uvXuiaVqftv4mpxI0gpFS
+iqiYqExbZARVATRHfer5LcfR3F6mT5tOXFwcNZWVKLG1UfzCYMAQGUHun17l4MyHCB/cH2EycuTp
+l+nw8K9pCcVuI3riKPJfWkDCrddT8ulKjjz6LPl/e5fIIQPq0oThq6xdfmJIaEfOhBHsLK1olNdg
+YaqLwGuaEnSSkpOxhFkz58yZEzTfCILI6b3zzjut0e3atReqilfS7Bj0EGnC7mcQLdZsZ9r06QDs
+bR9DzY+7kA4nIsxK+t/+iFZRhTAaqd64jf233Efqn3+PIb7h6g7P4SPorlo/UxgMmDungBC0u+EK
+it5ZRNavH6XTnN+ghFkRJiOKrXb2vGrtJux96+aZhCD2lmt4et1e/jXiwgavEoVCf2lknWg6TseF
+xGAyktShQ8e1a9dagZ9lT5ufg6ARzJGsrA4JSYlmARiaEUsYgitpPKfzw5pv2fHdBh55tLbHs8Lk
+IeXpBzgw8yGs6Smo9jC0ympcObnYB/ah6/uvNRqDkU4XWwZdhq+kDADFbGLQge8xJieCEMTdch2R
+l1xE7vOvoztdWFI6IAwGPPnHkKpCytMPnsjLaDay/d8fsi3SQr++FzT4nauxsglPkw3v8cY2PTMj
+ovhQThQhwTQmNz8/vku/3nWDZILiJkRzlbQSJxrX0p8v+oTZ/zcbgELpY7fwYu2RSZd3XkavcaA7
+XKj2MITV0uQQv7Ba6LXsHfZMvRtfVTWdn3u0Viz1MKV2IPWlJ0DT0Ktq0L1e1IhwhLmxT2UZPoR5
+b73L3+c93+B6R6EySVpZLJx+7YitC+NKSEoy5Ow9EAPktvX3OU7QCMZoMiVFx8YggM4YOORnJdFA
+aWKCaLxLhorg1Xmv1c4yA5txn+z3CIFit6HYbQSC/Rf9GLB7DdLrRQm3N51QVVGiIpp1Aq29u7HC
+Z+GY002CtWFtNkVY2St97PKzirJTXQ8wKiZaON3u2HP2EQIgaBwqo6omRkTVBj4N9uMW9pVG7hV2
+v53poiP5J8QC8LV0ciYIi7l5sQRIWIQVt5Qs3PJjo3sm4LfCTjfZ8G9WAS6sa5Ts4XYc1dWt2mHi
+bBM0gsnPLTDY7LUfqYcwMlKaMUiIkQo3yjDuF+F+OtKg+Xz8+tY70PXayUEXkn3i9OKPvEfzKV+2
+iqK/vUvJv/6DY+tO8Jx+LFNYhBUhJR//9gG83sb52BA8LCK4UloJlwJVwhhpIbMuXMNstaDrwtTa
+3z2bBE2T5NO9GOtmeBVghrBxOzYUmg/a2bdrD5ldMk/UMNnSS5XQW/w9AKTEfSiHik9XEr9lD0Pt
+0Vw8aBC9+l7CsaIi1i1Zy7o/v8ne5FjksEFEjh7aqprHaDaiGA0ciYoh78hRUtLTGqUxA1OFleuw
+ogH1BwtU1YDJbIhpy+9yKkEjGIBj7oZLWgOJH/3+qzUMGz78xP9342lp3BY0jfLla/D8czFTklKZ
+dsUVdJlyC/WX2HZKTmZQ377MAhxOJ9+sW8d7d81lY5SZdnfehLV3txZtUxSBalDwpndm43c/+BXM
+ibQ0ru5LnC7cLpeLICJomqSoqCi50ldDdcufuwHbN23mwl/84sT/m1uHpJVVUPTGexSMnEq3f37O
+xUY7T9x3H5np6YhmgqPCrFbGjxzJe8/8idlJGUTe/yxZ46ZR+vHnSGfT31MoAoNRRaaksHXj5la9
+V6HLzSvbd6MoSlDFxASNYOx2u7ugqpIPpCPgZ6SU5Bw8THKH2o2cJLBT+hdMybv/JuHuJ1iQ2I3b
+R4zmT889R2bfvhzJywv497w+Hxt37+HfixczIb4jT1aoGKffT+VX3/tNL4RANajose3YtWdv4O8F
+PLFlF1UOB6rJ5An4wXNA0DRJPk3L16uqWS3cDJVmuouWTdN8GrqmYTLV+oVVUqdAadwdl14vaZ9/
+zwfP1o6HLPvvV0RGRdGtR3c+W7WK4YMHc6y4mKLiYkoqyimvqR0ni7LZiY+JoX1CAokJCTgcDrr1
+7oXFYkGqKpdfeiljR4xgyO/vh1FD/dqoGBQwmyksryBQ1uQX8Ul2LorLhc1oLG/rb1OfoBGM2Wwu
+KS+rQAPepIY/EklL3QNd1zEaTrqJhfjw5+4Kg4GstASefvVVdCTLN63n63tmkIsPJTGOV3f9gDE5
+AXP/jhjj+2GIrI3e81ZU4ck7hicnF8+a9XgPH8Wxaz8fLl2Ct7yClV9/TXZeHt4BvZq08XgEoMvX
+8oQqQLnHy4Mbf0STEtXh0A1mc0lAD54jgkYwKhz1FtaWTa7Q+Kes4TZha7KH5AK2qBrFbhe6rqMo
+Cnlo/j0gIYj7wwOszC9EGAyEz52JsJhJbcmm+HZYujR2VHWHE19BEQ/v3o+akkH80AubzEPqEjQN
+p4RVeYUMS2iHWfXvCehS8tjmnRyqrm2W1coKzR4TE3jVdA4IGsEMHjGiOGv7Bi91PctVwo0u4ToR
+RmSdbDTgkPTxPR6+xo3DILHcOBmHw4Hdbie3ubAIRWk0zH+6KGFWTOmdMKV3ajGt5tPB66W8/0Bu
+WLOedmYTN3VO4arUZLpG2k8saSl0unlq224+OHTk5MNFRVUFBjUkGH8MGjTI8d6aFeXoehyKggT+
+K9ysxUOKVAlDIQ8fhUJv0OzEzf4VUtbOGGdLb1CttJK6xOf1IcPC8F46FoBit4eXd+3nr7sPkBFh
+p0uEnTK3h+2lFVTVa7aErmMoKyu89u67XHPnzm3rVzlB0Ajmuuuu0xIy0g9Ljzeu/iyyE9lsMHiK
+NGCq+yvNF4H5CecKoQg6dEniwLbDje75pGRPRRV7Kvxv4SocDnDUZM+dOzeoXipoutUASlXNbm9+
+YcDpY6TCU8RiRqAD5QQ4wnsO6dQ9mbiOrZ8/FKUlGBUlq63tP5WgEozQ9Z9qftwdUFozgseIIaGu
+++1FNlhsFiwIAd0GdcZsbd2UkMjPw2A07m9r+08lqASjqOqO6u0tb5GiAPfKSHqL2qbLg+QVWUZl
+kG4ZZ7IY6TowvXVlceAAcXFxG9ra9kZ2tbUB9YmMjd1fs+WnFtvsq6SNsaI2vkUCr8pyvhRnFtJw
+tonrGEts+8AjFZTsw66+Awf+1NZ2N7KrrQ2oz9ixY/M8O/YW4tOaTDNEmpkhok50hj7QK/lMBD6d
+0JZ07pOCUFruxgmPB2NJcdbChQurAsj2nBJUgnnppZecSk3Nek9uvt/7KdLAQyLmhNFbpIt3lKAr
+0yYJj7aRmNLy6YFKcRFGp3MrLS6YOvcElWAADFJ+U71+a6Pr0VJhLrF1ETK180bPURbACqbgIrVX
+B5QWahmxdw/hNtt/29pWfwSdYGxW2/LSL1Y36O4YgIeJpkNdj0gCb1JBUaCBUkFEWLi1RV9G3b/P
+Gxsd/W1b2+qPoBNMevfuh1zbdh2jLuRSAWbJSPrXC/7Okh6+PE/8Fn906ta+yXvC68W0d2/RpGuu
+OdKKLM8ZQSeY5cuXu7UjuT94c2rjVCZLGxPFybBICbxN5XnXFNUnsl0EVrv/M0KVvFy8JcXRn332
+WUJb2+nXvrY2wB9hJssnxYu/YIA0MVNENpge2is9rBdBtQNGqxGKoH1n/3pQftyOHDHSeuzIkWlt
+badf+9raAL9GqeqRjEqPfFTEYqgnFwksoir4ug6nQVyHGL9hodrgi/BeN5UKxXAdQTWVWktQCsbh
+cFzym2GXivBTzKuUGus4v2uX44RFWLHazY2u63Fx6DYb7tSUnmPGjGm5D36OCTrBzJkzR4mMiJg8
+dNiwRvdW48QdpMP/rUUIQWz7pleQaH37m/bu2DGure08laATTFZWljUtPb1z/dDL46zm/O0Z+eP4
+oaL+0Dt3xuF0DmlFdueEoBPMj5s2JWdmZkae2noXSY29p7miMVgJj2l6vbeMi8NtMfckyI4nDpoA
+quM4HI5BAwYNalRIe5vZHuNMUAAjArMEKwpWBEZE3aF7tZsvOtBxCYkHicbPN15vshgxh5lwOxqv
+JJEGI1pS+549Xn3Ctguqz8KrnxZBJxin09mte4/G26Tu5MyX5wggTqqkY6QrRrpior0wEI6CWZwU
+Sn21SkCjViwuJGVS5whe9uHlAF4O46Vc6Kctosh2ERTmFPu9p8fFR6Z0SO+2Czad7XIPlKATjGow
+JCckNB6j2CHdp9XJtEpBL0xciIXBWEgUhlZlIwClrtaxAbFCJQMjx3crlEC+9LEBF9txswMP5a2Y
+srBFNH3ghR4RYZBREVcQEkzTqKqaEh3d0BnUgZxWxuumSgNXYediYSXiLLpqAmgvDFyJnSux40ay
+S7pZiZNvcba4fawlzNzkPWm1UeNyDjhrxp8GQeX0SimFqioRp57bWCY1HAF2pxVgugxnvkhgorCd
+VbH4w4ygn7DwgIjmI5HEHTKi2U0FTGFNh25KqwWPrveRUgbNdwoaQ47bYzKaIo3Ghl3qY61wd/tK
+M9PFuZaJf6wIpopwhsqmmx2TuZlK3mhE03ztnpXFgW2fdQ4IhnKtj9B03XDqkHlBKwTTFWPQvZS1
+Ga9JNTQtGKGooEtTmdCCZsQ32MrWb9GWy8CdyHy0gNOeC3RgWzPTGara9CeQmoY0Gij16kGzqVDQ
+Ccafp+JsRbdmNx68QTQ9WSB9FIpmRHxqP74+Xi9KmBVdiAiChGATjDSoqkfTGhZwawRQLDRKgqiW
+2RXIjlhNJBAuJ8bIcJz4rC1lca4INsHoLper/NQNBAMo8hNowE8yePbg2UTzO47pWtPNrXA6UaMi
+MSOC5vTfoBKMEEJKKQurqxquBAhr5YjdOoJjWzgfssURaq2ZJTWK04EaYceLEjQBhkElGACf13u0
+rLyswTW1lYIJaGPEc0Cp1Jv3XwCvp2ktGB3VKGEW7ATPKr2gE4zb4zmcn9dwXZKtlYIpFBq5su3/
+KLfhatGb8rj8z8ALKTGrEmE2g5RBszFi0AkmzGrd/dOOHQ2uRbdyoFMCa2n7P8otAUQHuh3+0win
+E0tcNAhBvG4ImtV6QSeY5Pbtd+7Yvr2BJxgfwAaJpxLIxzqbuJBsCsAGZ3UTgikuwpqRitCl1sFk
+Km4xo3NE0AkmKjGx4ODBg+VSnvRC4gPa4rkhu/BQ3YbbfxyQgc1aV5X5P9lGHD2KvW9PVKjpJyJD
+NUxTLF261Hno4MED9cdiIoWKpZWBZw4h2SrbrpZZE0CTKHVJdbn/2CjlwD4ihgzAgMgbKIIn1DDo
+BCOEkJUVFd/s/OnkThcKTR8K2hyr2igG2Ivk+wC69o4qJ7rmpz8nJebqCgyJ8VjhUJu8RBMEnWAA
+jAbDmv+uXNngWmaLu/Y2ZoNwUdWKeaifi+3STZFoebS5stR/7SJcTsKTYkERqCjbzvkLNENQCiYj
+LW3zd99+26Aa7oyx1fl4gRVtUMssDfDEvZLcMr/XlUOHiB5ee36CXYqtAWV2jghKwazZsOHYTzt2
+bKisPDn8kHEaggFYieOcur5HpY/1ouXmSNd1yov8D6+o+/cSOeoihMQXpyghwbSEEEKWlpX9Z+OG
+k1u8dcKI6TRWXGQJL1vluZsqWEp1QNE71WUO3C4/0wZSYi7IxZKRhkFSFIc7aM57hCAVDEByUtLy
+he++e6JZihQKGbL14zES+Oc52l+zUGosDXAbkpL8Mr+z1EpZKdHp7RFmEwbY+lulU9uPQNa3r60N
+aIop11+/Z82aNXt99XbH7i8sp5XXTuFh41muZSTwBhUBzWJJCccOF/m9p+zdS/SltcuETZLQLpqB
+MnfuXJ/H7Xzr40WLTly7EPNp5SWB1yg/qwN5G6WLbwOcI6wur6Gm0n9aU+8exEweC1LKRF1dftYM
+Pk2CVjAAXdMzFr2/cOGJKqaLMBF1mgH0uULjz7Ks/gHFPxvZ0stzlAUsxyZrl4ICYm0KSrgNA6Lk
+EmNiUDm8EOSC+WrdutxNmzZ9eGB/7YbYRgQDTrOWAfhBuLhXFrFT/jyy8SL5XNZwryiiLMDFa7qm
+k9+EYNQtm4iLqPXTrDobrhMieCLB6ghqwQBYzObXXnz++ROjYCM5s2jFLOHlPlHMA7KI1dJBBa1f
+5lqOzueyhrtkIS+KcmpakUNRbikep38dmK6/mujLLwUgHPnBWSrSMyLoVj6eSv9f/GL9x4sWffPg
+ww+PTElNpbcwEy4FVWewT4wEtgoPW/FgRZAiDfTBTCYmElGJQsGKggHwAFVoHENjH1424uKA8La4
+otHv70rJkT3+z5hUKiqIXb8RJg1E6NIRrRhXtHXZ+yOotpJoim4pKYOHjhz53Zv/+IcK8LIsY9lZ
+3EVT1PtX8vPt1lBeVMnmVTv8Zmj4eg29x/cnZsoE7Brf/UdNHi5E8O2eFPQ1DMCe7Ox1NZ9/vujH
+7dunXtCnD5cSxmc4GpW7r6CI4o8/p2rdZtzZuSDAktKR8IsGEHv1RAxxgR1DI0/5t9VISfUPmyn5
+dCU123ehVVZhjI3GmdgBtXNPtI4dGz1i3b+L6L/cD4AZ8VEwigXOkxoGoF+PHhmx8fFbPl+xIlwY
+Ddwhj3G0boLPtXs/R56ZR+GHS5FNHMYpTEYSbriSjo/MwtwlrTU/HThSUrbsv2Q/9izVTR7jI5Dd
+u6Ndez1aZlcA1OIiOvy0loz5z2KQsnqU09L1QVtc4Ocjn0OCZvlCSxQUFZW6qqvdVqt13ODBg/FK
+ySathvwX3mD3DfdQvfUnjm8G7RdNp3r7Lgr+/gHGCDv2AX0ggIMiAkUrr+TArbM5/PhzeI4VNZtW
+FBehfPctitOJ7NET9csv6DJzKqZOyYRJVvzVnDS/rcu7Sdvb2oDWMGPGDOPypUtXfr5ixQhbchLD
+bp1G0aen4RsKQfzUyWQseA4l7MzXiHlyctl52c3U7NwXwE8L6kcT0qs3VquBAT8sAYHspKmX/cPY
+/otzWa6tIei71fWZP3++NyYq6lczbr29ZOqYcQ3EIoTgrnvuQSgNX+mqa65pnJGUFL6/hH03zQLt
+zFZJeguK+HHkdY3EYrFYGD9xYqP0jzz2GDEx9ZZK/7QDg+4DXcMsRfZ41bemrcu5Oc6bJuk4BcXF
+pdLntRzMyhp56r2c7Gxqqk8GJQkh8Hq9lJaW+s3LsfcgUcMHY05r+Tjhpsh/aQHFixuP4Ou6TmRU
+FHm5DSebd+7Ygcvlov7qTk9+IfYLetCpW+bjj6sdv2/rMm6O86qGOY7D4WhULdz8y18eE4rS4Prt
+M2agKM28opQ4D2afkS2uHP++qa7ruJxOrps6tcH16upqXn/zzcbv9Mnylb9R279+7krx9DgvBRNu
+s62FhlM3GV27Hq2prm7QFR04cCBlTdQuUNtzirxo0BnZYu/Xs8l7LpdLdu/Ro4FNuq5jNBrlqXvg
+mDfvnBdMwd5NcV4K5paZM7+OjIp6VYiTG98dyclp37tPnwbLBLKysug/cGCT+cRcOgzd68VzMAdv
+/jF8xaVo5RVolVVoldVo5ZVoJWV4jxXhOZKHa28Wjs07qFj1HSUffopj60/E3XAlltSOfvMfcckl
++pYtWxpc65KZSWFhoTju+AohtPDIyLe379mzrK3LNRDOq15SfaSUYtzo0YN27tjRCSAjI8MwdsIE
+5bXX5nnMBqOhKsJm7jhuVOeBt0+/f8POHQ26QkKtdd3cecfwlZSiV1Sj1dSg1TiQbje6T0ciUVQV
+xWhAWMNQbVYUWxhqhB1DTBSmhDjs/XtjSu2AdHuo+m4DruyG/soVl4zWv/j+G8Xj8Ui83mo9r3Dr
+9b36/ZT16Zd527ZtE1632xsdG7mlfaf0rxYtWhQ8e5Q0w3krmECQUor7ZX73Ql2/ulww0gfdvYJ2
+Upz9EW5Vx2WALAtifbxu+DzBp2+etDM3d+DAgUHf7DTH/7RgTmW1lIYNsihtq+7p5xGil4RuHmRH
+IMUrpF2XmBEIKUTLEecSBNIHuA2SahWyjCg5iuTHCJ++fYwncsO+8PDSueI8PGewGf6/Eow/pJRi
+DZjXVBwJq4wIs8Z79fhKQUS58BgrkWZFKJEuzWcUqiIFis+gKBX49EqzQTijPHolZlGaLLWa2aKj
+K1jnf0KECBEiRIgQIUKECBEiRIgQIUKECBEiRIgQIUKECBEiRIgQIUKECOGf/wcZdEkygdX0dgAA
+ACV0RVh0ZGF0ZTpjcmVhdGUAMjAyMy0xMC0xMVQwNzozODozOSswMDowMJUcyLsAAAAldEVYdGRh
+dGU6bW9kaWZ5ADIwMjMtMTAtMTFUMDc6Mzg6MzkrMDA6MDDkQXAHAAAAKHRFWHRkYXRlOnRpbWVz
+dGFtcAAyMDIzLTEwLTExVDA3OjM4OjQwKzAwOjAwLAkdEgAAAABJRU5ErkJggg==" />
+</svg>
diff --git a/projects/app/public/locales/en/common.json b/projects/app/public/locales/en/common.json
index eb4811079..744c16c70 100644
--- a/projects/app/public/locales/en/common.json
+++ b/projects/app/public/locales/en/common.json
@@ -131,6 +131,7 @@
     "Rename Success": "Rename Success",
     "Search": "Search",
     "Status": "Status",
+    "Unknow": "Unknow",
     "Update Successful": "Update Successful",
     "export": ""
   },
diff --git a/projects/app/public/locales/zh/common.json b/projects/app/public/locales/zh/common.json
index 2c12ca555..15f6476c5 100644
--- a/projects/app/public/locales/zh/common.json
+++ b/projects/app/public/locales/zh/common.json
@@ -131,6 +131,7 @@
     "Rename Success": "重命名成功",
     "Search": "搜索",
     "Status": "状态",
+    "Unknow": "未知",
     "Update Successful": "更新成功",
     "export": ""
   },
diff --git a/projects/app/src/api/app.ts b/projects/app/src/api/app.ts
index 355464dbf..609412cf7 100644
--- a/projects/app/src/api/app.ts
+++ b/projects/app/src/api/app.ts
@@ -2,9 +2,9 @@ import { GET, POST, DELETE, PUT } from './request';
 import type { AppSchema } from '@/types/mongoSchema';
 import type { AppListItemType, AppUpdateParams } from '@/types/app';
 import { RequestPaging } from '../types/index';
-import type { Props as CreateAppProps } from '@/pages/api/app/create';
 import { addDays } from 'date-fns';
 import { GetAppChatLogsParams } from './request/app';
+import type { CreateAppParams } from '@/types/app';
 
 /**
  * 获取模型列表
@@ -14,7 +14,7 @@ export const getMyModels = () => GET<AppListItemType[]>('/app/myApps');
 /**
  * 创建一个模型
  */
-export const postCreateApp = (data: CreateAppProps) => POST<string>('/app/create', data);
+export const postCreateApp = (data: CreateAppParams) => POST<string>('/app/create', data);
 
 /**
  * 根据 ID 删除模型
diff --git a/projects/app/src/components/ChatBox/QuoteModal.tsx b/projects/app/src/components/ChatBox/QuoteModal.tsx
index 12723e44f..a486e1008 100644
--- a/projects/app/src/components/ChatBox/QuoteModal.tsx
+++ b/projects/app/src/components/ChatBox/QuoteModal.tsx
@@ -1,5 +1,5 @@
 import React, { useCallback, useMemo, useState } from 'react';
-import { ModalBody, Box, useTheme } from '@chakra-ui/react';
+import { ModalBody, Box, useTheme, Flex, Progress } from '@chakra-ui/react';
 import { getDatasetDataItemById } from '@/api/core/dataset/data';
 import { useLoading } from '@/hooks/useLoading';
 import { useToast } from '@/hooks/useToast';
@@ -8,22 +8,19 @@ import { QuoteItemType } from '@/types/chat';
 import MyIcon from '@/components/Icon';
 import InputDataModal, { RawFileText } from '@/pages/kb/detail/components/InputDataModal';
 import MyModal from '../MyModal';
-import type { PgDataItemType } from '@/types/core/dataset/data';
+import { useTranslation } from 'react-i18next';
 import { useRouter } from 'next/router';
 
-type SearchType = PgDataItemType & {
-  kb_id?: string;
-};
-
 const QuoteModal = ({
   onUpdateQuote,
   rawSearch = [],
   onClose
 }: {
   onUpdateQuote: (quoteId: string, sourceText?: string) => Promise<void>;
-  rawSearch: SearchType[];
+  rawSearch: QuoteItemType[];
   onClose: () => void;
 }) => {
+  const { t } = useTranslation();
   const theme = useTheme();
   const router = useRouter();
   const { toast } = useToast();
@@ -36,7 +33,7 @@ const QuoteModal = ({
    * click edit, get new kbDataItem
    */
   const onclickEdit = useCallback(
-    async (item: SearchType) => {
+    async (item: QuoteItemType) => {
       if (!item.id) return;
       try {
         setIsLoading(true);
@@ -95,9 +92,30 @@ const QuoteModal = ({
               _hover={{ '& .edit': { display: 'flex' } }}
               overflow={'hidden'}
             >
-              {item.source && !isShare && (
-                <RawFileText filename={item.source} fileId={item.file_id} />
+              {!isShare && (
+                <Flex alignItems={'center'} mb={1}>
+                  <RawFileText
+                    filename={item.source || t('common.Unknow') || 'Unknow'}
+                    fileId={item.file_id}
+                  />
+                  <Box flex={'1'} />
+                  {item.score && (
+                    <>
+                      <Progress
+                        mx={2}
+                        w={['60px', '100px']}
+                        value={item.score * 100}
+                        size="sm"
+                        borderRadius={'20px'}
+                        colorScheme="gray"
+                        border={theme.borders.base}
+                      />
+                      <Box>{item.score.toFixed(4)}</Box>
+                    </>
+                  )}
+                </Flex>
               )}
+
               <Box>{item.q}</Box>
               <Box>{item.a}</Box>
               {item.id && !isShare && (
diff --git a/projects/app/src/components/Layout/index.tsx b/projects/app/src/components/Layout/index.tsx
index d10743d7c..640076ec5 100644
--- a/projects/app/src/components/Layout/index.tsx
+++ b/projects/app/src/components/Layout/index.tsx
@@ -102,7 +102,7 @@ const Layout = ({ children }: { children: JSX.Element }) => {
           </>
         )}
       </Box>
-      <Loading loading={loading} />
+      <Loading loading={loading} zIndex={9999} />
     </>
   );
 };
diff --git a/projects/app/src/components/Loading/index.tsx b/projects/app/src/components/Loading/index.tsx
index ac3676340..c790e9cd1 100644
--- a/projects/app/src/components/Loading/index.tsx
+++ b/projects/app/src/components/Loading/index.tsx
@@ -4,16 +4,18 @@ import { Spinner, Flex, Box } from '@chakra-ui/react';
 const Loading = ({
   fixed = true,
   text = '',
-  bg = 'rgba(255,255,255,0.5)'
+  bg = 'rgba(255,255,255,0.5)',
+  zIndex = 1000
 }: {
   fixed?: boolean;
   text?: string;
   bg?: string;
+  zIndex?: number;
 }) => {
   return (
     <Flex
       position={fixed ? 'fixed' : 'absolute'}
-      zIndex={1000}
+      zIndex={zIndex}
       bg={bg}
       top={0}
       left={0}
diff --git a/projects/app/src/constants/chat.ts b/projects/app/src/constants/chat.ts
index 596facbd4..13a2b3f4e 100644
--- a/projects/app/src/constants/chat.ts
+++ b/projects/app/src/constants/chat.ts
@@ -59,5 +59,5 @@ export enum OutLinkTypeEnum {
   apikey = 'apikey'
 }
 
-export const HUMAN_ICON = `/icon/human.png`;
+export const HUMAN_ICON = `/icon/human.svg`;
 export const LOGO_ICON = `/icon/logo.svg`;
diff --git a/projects/app/src/constants/flow/ModuleTemplate.ts b/projects/app/src/constants/flow/ModuleTemplate.ts
index 57d95391c..1b61398f9 100644
--- a/projects/app/src/constants/flow/ModuleTemplate.ts
+++ b/projects/app/src/constants/flow/ModuleTemplate.ts
@@ -1,4 +1,4 @@
-import { SystemInputEnum } from '../app';
+import { AppTypeEnum, SystemInputEnum } from '../app';
 import { TaskResponseKeyEnum } from '../chat';
 import {
   FlowModuleTypeEnum,
@@ -575,12 +575,17 @@ export const ModuleTemplatesFlat = [
 ];
 
 // template
-export const appTemplates: (AppItemType & { avatar: string; intro: string })[] = [
+export const appTemplates: (AppItemType & {
+  avatar: string;
+  intro: string;
+  type: `${AppTypeEnum}`;
+})[] = [
   {
     id: 'simpleChat',
     avatar: '/imgs/module/AI.png',
     name: '简单的对话',
     intro: '一个极其简单的 AI 对话应用',
+    type: AppTypeEnum.basic,
     modules: [
       {
         moduleId: 'userGuide',
@@ -797,6 +802,7 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
     avatar: '/imgs/module/db.png',
     name: '知识库 + 对话引导',
     intro: '每次提问时进行一次知识库搜索，将搜索结果注入 LLM 模型进行参考回答',
+    type: AppTypeEnum.basic,
     modules: [
       {
         moduleId: 'userGuide',
@@ -811,7 +817,7 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
             key: 'welcomeText',
             type: 'input',
             label: '开场白',
-            value: '你好，我是 laf 助手，有什么可以帮助你的么？',
+            value: '你好，我是知识库助手，请不要忘记选择知识库噢~',
             connected: true
           }
         ],
@@ -1162,6 +1168,7 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
     avatar: '/imgs/module/userGuide.png',
     name: '对话引导 + 变量',
     intro: '可以在对话开始发送一段提示，或者让用户填写一些内容，作为本次对话的变量',
+    type: AppTypeEnum.basic,
     modules: [
       {
         moduleId: 'userGuide',
@@ -1174,27 +1181,15 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
         inputs: [
           {
             key: 'welcomeText',
-            type: 'input',
+            type: 'hidden',
             label: '开场白',
             value: '你好，我可以为你翻译各种语言，请告诉我你需要翻译成什么语言？',
             connected: true
-          }
-        ],
-        outputs: []
-      },
-      {
-        moduleId: 'variable',
-        name: '全局变量',
-        flowType: 'variable',
-        position: {
-          x: 444.0369195277651,
-          y: 1008.5185781784537
-        },
-        inputs: [
+          },
           {
             key: 'variables',
-            type: 'systemInput',
-            label: '变量输入',
+            type: 'hidden',
+            label: '对话框变量',
             value: [
               {
                 id: '35c640eb-cf22-431f-bb57-3fc21643880e',
@@ -1227,6 +1222,13 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
               }
             ],
             connected: true
+          },
+          {
+            key: 'questionGuide',
+            type: 'switch',
+            label: '问题引导',
+            value: false,
+            connected: true
           }
         ],
         outputs: []
@@ -1275,7 +1277,7 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
             key: 'maxContext',
             type: 'numberInput',
             label: '最长记录数',
-            value: 10,
+            value: 2,
             min: 0,
             max: 50,
             connected: true
@@ -1317,7 +1319,6 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
             type: 'custom',
             label: '对话模型',
             value: 'gpt-3.5-turbo-16k',
-            list: [],
             connected: true
           },
           {
@@ -1346,7 +1347,7 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
             label: '回复上限',
             value: 8000,
             min: 100,
-            max: 16000,
+            max: 4000,
             step: 50,
             markList: [
               {
@@ -1354,8 +1355,8 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
                 value: 100
               },
               {
-                label: '16000',
-                value: 16000
+                label: '4000',
+                value: 4000
               }
             ],
             connected: true
@@ -1364,11 +1365,28 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
             key: 'systemPrompt',
             type: 'textarea',
             label: '系统提示词',
+            max: 300,
             valueType: 'string',
             description:
               '模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}',
             placeholder:
               '模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}',
+            value: '请直接将我的问题翻译成{{language}}，不需要回答问题。',
+            connected: true
+          },
+          {
+            key: 'quoteTemplate',
+            type: 'hidden',
+            label: '引用内容模板',
+            valueType: 'string',
+            value: '',
+            connected: true
+          },
+          {
+            key: 'quotePrompt',
+            type: 'hidden',
+            label: '引用内容提示词',
+            valueType: 'string',
             value: '',
             connected: true
           },
@@ -1381,8 +1399,9 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
           },
           {
             key: 'quoteQA',
-            type: 'target',
+            type: 'custom',
             label: '引用内容',
+            description: "对象数组格式，结构：\n [{q:'问题',a:'回答'}]",
             valueType: 'kb_quote',
             connected: false
           },
@@ -1406,8 +1425,9 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
           {
             key: 'answerText',
             label: '模型回复',
-            description: '直接响应，无需配置',
-            type: 'hidden',
+            description: '将在 stream 回复完毕后触发',
+            valueType: 'string',
+            type: 'source',
             targets: []
           },
           {
@@ -1417,6 +1437,14 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
             valueType: 'boolean',
             type: 'source',
             targets: []
+          },
+          {
+            key: 'history',
+            label: '新的上下文',
+            description: '将本次回复内容拼接上历史记录，作为新的上下文返回',
+            valueType: 'chat_history',
+            type: 'source',
+            targets: []
           }
         ]
       }
@@ -1427,6 +1455,7 @@ export const appTemplates: (AppItemType & { avatar: string; intro: string })[] =
     avatar: '/imgs/module/cq.png',
     name: '问题分类 + 知识库',
     intro: '先对用户的问题进行分类，再根据不同类型问题，执行不同的操作',
+    type: AppTypeEnum.advanced,
     modules: [
       {
         moduleId: '7z5g5h',
diff --git a/projects/app/src/hooks/useLoading.tsx b/projects/app/src/hooks/useLoading.tsx
index 5d87e6c0b..9a3c581bd 100644
--- a/projects/app/src/hooks/useLoading.tsx
+++ b/projects/app/src/hooks/useLoading.tsx
@@ -8,13 +8,17 @@ export const useLoading = (props?: { defaultLoading: boolean }) => {
     ({
       loading,
       fixed = true,
-      text = ''
+      text = '',
+      zIndex
     }: {
       loading?: boolean;
       fixed?: boolean;
       text?: string;
+      zIndex?: number;
     }): JSX.Element | null => {
-      return isLoading || loading ? <LoadingComponent fixed={fixed} text={text} /> : null;
+      return isLoading || loading ? (
+        <LoadingComponent fixed={fixed} text={text} zIndex={zIndex} />
+      ) : null;
     },
     [isLoading]
   );
diff --git a/projects/app/src/pages/api/admin/initv447.ts b/projects/app/src/pages/api/admin/initv447.ts
index 5d0ef3d18..0eb519c60 100644
--- a/projects/app/src/pages/api/admin/initv447.ts
+++ b/projects/app/src/pages/api/admin/initv447.ts
@@ -15,16 +15,6 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
     await connectToDatabase();
     await authUser({ req, authRoot: true });
 
-    console.log('add index');
-    await PgClient.query(
-      `
-      ALTER TABLE modeldata
-      ALTER COLUMN source TYPE VARCHAR(256),
-      ALTER COLUMN file_id TYPE VARCHAR(256);
-      CREATE INDEX IF NOT EXISTS modelData_fileId_index ON modeldata (file_id);
-      `
-    );
-    console.log('index success');
     console.log('count rows');
     // 去重获取 fileId
     const { rows } = await PgClient.query(`SELECT DISTINCT file_id
@@ -36,8 +26,6 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
       await init(rows.slice(i, i + limit), initFileIds);
       console.log(i);
     }
-    console.log('filter success');
-    console.log('start update');
 
     for (let i = 0; i < initFileIds.length; i++) {
       await PgClient.query(`UPDATE ${PgDatasetTableName}
@@ -49,9 +37,11 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
     const { rows: emptyIds } = await PgClient.query(
       `SELECT id FROM ${PgDatasetTableName} WHERE file_id IS NULL OR file_id=''`
     );
+    console.log('filter success');
     console.log(emptyIds.length);
 
     await delay(5000);
+    console.log('start update');
 
     async function start(start: number) {
       for (let i = start; i < emptyIds.length; i += limit) {
@@ -65,12 +55,6 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse)
       start(i);
     }
 
-    // await PgClient.query(
-    //   `UPDATE ${PgDatasetTableName}
-    //     SET file_id = '${DatasetSpecialIdEnum.manual}'
-    //     WHERE file_id IS NULL OR file_id = ''`
-    // );
-
     console.log('update success');
 
     jsonRes(res, {
diff --git a/projects/app/src/pages/api/app/create.ts b/projects/app/src/pages/api/app/create.ts
index 40a7d8b03..39efacef5 100644
--- a/projects/app/src/pages/api/app/create.ts
+++ b/projects/app/src/pages/api/app/create.ts
@@ -4,17 +4,17 @@ import { jsonRes } from '@/service/response';
 import { connectToDatabase } from '@/service/mongo';
 import { authUser } from '@/service/utils/auth';
 import { App } from '@/service/models/app';
-import { AppModuleItemType } from '@/types/app';
-
-export type Props = {
-  name: string;
-  avatar?: string;
-  modules: AppModuleItemType[];
-};
+import type { CreateAppParams } from '@/types/app';
+import { AppTypeEnum } from '@/constants/app';
 
 export default async function handler(req: NextApiRequest, res: NextApiResponse<any>) {
   try {
-    const { name, avatar, modules } = req.body as Props;
+    const {
+      name = 'APP',
+      avatar,
+      type = AppTypeEnum.advanced,
+      modules
+    } = req.body as CreateAppParams;
 
     if (!name || !Array.isArray(modules)) {
       throw new Error('缺少参数');
@@ -38,7 +38,8 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
       avatar,
       name,
       userId,
-      modules
+      modules,
+      type
     });
 
     jsonRes(res, {
diff --git a/projects/app/src/pages/api/app/update.ts b/projects/app/src/pages/api/app/update.ts
index ed887ed12..297b99ee0 100644
--- a/projects/app/src/pages/api/app/update.ts
+++ b/projects/app/src/pages/api/app/update.ts
@@ -9,7 +9,7 @@ import { authApp } from '@/service/utils/auth';
 /* 获取我的模型 */
 export default async function handler(req: NextApiRequest, res: NextApiResponse<any>) {
   try {
-    const { name, avatar, type, chat, share, intro, modules } = req.body as AppUpdateParams;
+    const { name, avatar, type, share, intro, modules } = req.body as AppUpdateParams;
     const { appId } = req.query as { appId: string };
 
     if (!appId) {
@@ -37,7 +37,6 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
         type,
         avatar,
         intro,
-        chat,
         ...(share && {
           'share.isShare': share.isShare,
           'share.isShareDetail': share.isShareDetail
diff --git a/projects/app/src/pages/api/core/dataset/data/insertData.ts b/projects/app/src/pages/api/core/dataset/data/insertData.ts
index dace05c99..1f10b914d 100644
--- a/projects/app/src/pages/api/core/dataset/data/insertData.ts
+++ b/projects/app/src/pages/api/core/dataset/data/insertData.ts
@@ -13,6 +13,7 @@ import { getVectorModel } from '@/service/utils/data';
 import { getVector } from '@/pages/api/openapi/plugin/vector';
 import { DatasetDataItemType } from '@/types/core/dataset/data';
 import { countPromptTokens } from '@/utils/common/tiktoken';
+import { authFileIdValid } from '@/service/dataset/auth';
 
 export type Props = {
   kbId: string;
@@ -72,6 +73,8 @@ export async function getVectorAndInsertDataset(
     return Promise.reject('已经存在完全一致的数据');
   }
 
+  await authFileIdValid(data.file_id);
+
   const { vectors } = await getVector({
     model: kb.vectorModel,
     input: [q],
diff --git a/projects/app/src/pages/api/core/dataset/data/pushData.ts b/projects/app/src/pages/api/core/dataset/data/pushData.ts
index a8e21a968..bcd1707a9 100644
--- a/projects/app/src/pages/api/core/dataset/data/pushData.ts
+++ b/projects/app/src/pages/api/core/dataset/data/pushData.ts
@@ -1,16 +1,17 @@
+/* push data to training queue */
 import type { NextApiRequest, NextApiResponse } from 'next';
 import { jsonRes } from '@/service/response';
 import { connectToDatabase, TrainingData, KB } from '@/service/mongo';
 import { authUser } from '@/service/utils/auth';
 import { authKb } from '@/service/utils/auth';
 import { withNextCors } from '@/service/utils/tools';
-import { PgDatasetTableName, TrainingModeEnum } from '@/constants/plugin';
+import { TrainingModeEnum } from '@/constants/plugin';
 import { startQueue } from '@/service/utils/tools';
-import { PgClient } from '@/service/pg';
 import { getVectorModel } from '@/service/utils/data';
 import { DatasetDataItemType } from '@/types/core/dataset/data';
 import { countPromptTokens } from '@/utils/common/tiktoken';
 import type { PushDataProps, PushDataResponse } from '@/api/core/dataset/data.d';
+import { authFileIdValid } from '@/service/dataset/auth';
 
 const modeMap = {
   [TrainingModeEnum.index]: true,
@@ -80,69 +81,49 @@ export async function pushDataToKb({
     [TrainingModeEnum.qa]: global.qaModel.maxToken * 0.8
   };
 
-  // 过滤重复的 qa 内容
+  // filter repeat or equal content
   const set = new Set();
-  const filterData: DatasetDataItemType[] = [];
+  const filterResult: Record<string, DatasetDataItemType[]> = {
+    success: [],
+    overToken: [],
+    fileIdInvalid: [],
+    error: []
+  };
 
-  data.forEach((item) => {
-    if (!item.q) return;
+  await Promise.all(
+    data.map(async (item) => {
+      if (!item.q) {
+        filterResult.error.push(item);
+        return;
+      }
 
-    const text = item.q + item.a;
+      const text = item.q + item.a;
 
-    // count q token
-    const token = countPromptTokens(item.q, 'system');
+      // count q token
+      const token = countPromptTokens(item.q, 'system');
 
-    if (token > modeMaxToken[mode]) {
-      return;
-    }
+      if (token > modeMaxToken[mode]) {
+        filterResult.overToken.push(item);
+        return;
+      }
 
-    if (!set.has(text)) {
-      filterData.push(item);
-      set.add(text);
-    }
-  });
+      try {
+        await authFileIdValid(item.file_id);
+      } catch (error) {
+        filterResult.fileIdInvalid.push(item);
+        return;
+      }
 
-  // 数据库去重
-  const insertData = (
-    await Promise.allSettled(
-      filterData.map(async (data) => {
-        let { q, a } = data;
-        if (mode !== TrainingModeEnum.index) {
-          return Promise.resolve(data);
-        }
-
-        if (!q) {
-          return Promise.reject('q为空');
-        }
-
-        q = q.replace(/\\n/g, '\n').trim().replace(/'/g, '"');
-        a = a.replace(/\\n/g, '\n').trim().replace(/'/g, '"');
-
-        // Exactly the same data, not push
-        try {
-          const { rows } = await PgClient.query(`
-            SELECT COUNT(*) > 0 AS exists
-            FROM  ${PgDatasetTableName} 
-            WHERE md5(q)=md5('${q}') AND md5(a)=md5('${a}') AND user_id='${userId}' AND kb_id='${kbId}'
-          `);
-          const exists = rows[0]?.exists || false;
-
-          if (exists) {
-            return Promise.reject('已经存在');
-          }
-        } catch (error) {
-          console.log(error);
-        }
-        return Promise.resolve(data);
-      })
-    )
-  )
-    .filter((item) => item.status === 'fulfilled')
-    .map<DatasetDataItemType>((item: any) => item.value);
+      if (!set.has(text)) {
+        filterResult.success.push(item);
+        set.add(text);
+      }
+    })
+  );
 
   // 插入记录
   const insertRes = await TrainingData.insertMany(
-    insertData.map((item) => ({
+    filterResult.success.map((item) => ({
       ...item,
       userId,
       kbId,
@@ -154,9 +135,11 @@ export async function pushDataToKb({
   );
 
   insertRes.length > 0 && startQueue();
+  delete filterResult.success;
 
   return {
-    insertLen: insertRes.length
+    insertLen: insertRes.length,
+    ...filterResult
   };
 }
 
diff --git a/projects/app/src/pages/api/core/dataset/file/list.ts b/projects/app/src/pages/api/core/dataset/file/list.ts
index 49037fa61..abef540e7 100644
--- a/projects/app/src/pages/api/core/dataset/file/list.ts
+++ b/projects/app/src/pages/api/core/dataset/file/list.ts
@@ -3,7 +3,7 @@ import { jsonRes } from '@/service/response';
 import { connectToDatabase, TrainingData } from '@/service/mongo';
 import { authUser } from '@/service/utils/auth';
 import { GridFSStorage } from '@/service/lib/gridfs';
-import { PgClient } from '@/service/pg';
+import { PgClient, updateDataFileId } from '@/service/pg';
 import { PgDatasetTableName } from '@/constants/plugin';
 import { FileStatusEnum } from '@/constants/dataset';
 import { strIsLink } from '@fastgpt/common/tools/str';
@@ -35,8 +35,8 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
       .join(' ')}
       ${searchText ? `AND source ILIKE '%${searchText}%'` : ''}`;
 
-    const [{ rows }, { rowCount: total }] = await Promise.all([
-      PgClient.query(`SELECT file_id, COUNT(*) AS count
+    let [{ rows }, { rowCount: total }] = await Promise.all([
+      PgClient.query<{ file_id: string; count: number }>(`SELECT file_id, COUNT(*) AS count
     FROM ${PgDatasetTableName}
     where ${pgWhere}
     GROUP BY file_id
@@ -49,6 +49,21 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
     `)
     ]);
 
+    // If fileId is invalid, reset it to manual
+    await Promise.all(
+      rows.map((row) => {
+        if (!strIsLink(row.file_id) && row.file_id.length !== 24) {
+          return updateDataFileId({
+            oldFileId: row.file_id,
+            userId,
+            newFileId: DatasetSpecialIdEnum.manual
+          });
+        }
+      })
+    );
+    // just filter link or fileData
+    rows = rows.filter((row) => strIsLink(row.file_id) || row.file_id.length === 24);
+
     // find files
     const gridFs = new GridFSStorage('dataset', userId);
     const collection = gridFs.Collection();
@@ -96,6 +111,7 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
     const data = await Promise.all([
       getSpecialData(),
       ...rows.map(async (row) => {
+        if (!row.file_id) return null;
         // link data
         if (strIsLink(row.file_id)) {
           const { rows } = await PgClient.select(PgDatasetTableName, {
diff --git a/projects/app/src/pages/api/core/dataset/searchTest.ts b/projects/app/src/pages/api/core/dataset/searchTest.ts
index b62d1c434..288d3b028 100644
--- a/projects/app/src/pages/api/core/dataset/searchTest.ts
+++ b/projects/app/src/pages/api/core/dataset/searchTest.ts
@@ -47,7 +47,6 @@ export default withNextCors(async function handler(req: NextApiRequest, res: Nex
       data: response?.[2]?.rows || []
     });
   } catch (err) {
-    console.log(err);
     jsonRes(res, {
       code: 500,
       error: err
diff --git a/projects/app/src/pages/api/openapi/plugin/vector.ts b/projects/app/src/pages/api/openapi/plugin/vector.ts
index e973f8b99..95583c761 100644
--- a/projects/app/src/pages/api/openapi/plugin/vector.ts
+++ b/projects/app/src/pages/api/openapi/plugin/vector.ts
@@ -2,7 +2,7 @@ import type { NextApiRequest, NextApiResponse } from 'next';
 import { jsonRes } from '@/service/response';
 import { authBalanceByUid, authUser } from '@/service/utils/auth';
 import { withNextCors } from '@/service/utils/tools';
-import { getAIChatApi, axiosConfig } from '@fastgpt/core/ai/config';
+import { getAIApi } from '@fastgpt/core/ai/config';
 import { pushGenerateVectorBill } from '@/service/common/bill/push';
 
 type Props = {
@@ -54,29 +54,31 @@ export async function getVector({
   }
 
   // 获取 chatAPI
-  const chatAPI = getAIChatApi();
+  const ai = getAIApi();
 
   // 把输入的内容转成向量
-  const result = await chatAPI
-    .createEmbedding(
+  const result = await ai.embeddings
+    .create(
       {
         model,
         input
       },
       {
-        timeout: 60000,
-        ...axiosConfig()
+        timeout: 60000
       }
     )
     .then(async (res) => {
-      if (!res.data?.data?.[0]?.embedding) {
-        console.log(res.data);
+      if (!res.data) {
+        return Promise.reject('Embedding API 404');
+      }
+      if (!res?.data?.[0]?.embedding) {
+        console.log(res?.data);
         // @ts-ignore
         return Promise.reject(res.data?.err?.message || 'Embedding API Error');
       }
       return {
-        tokenLen: res.data.usage.total_tokens || 0,
-        vectors: await Promise.all(res.data.data.map((item) => unityDimensional(item.embedding)))
+        tokenLen: res.usage.total_tokens || 0,
+        vectors: await Promise.all(res.data.map((item) => unityDimensional(item.embedding)))
       };
     });
 
diff --git a/projects/app/src/pages/api/user/account/update.ts b/projects/app/src/pages/api/user/account/update.ts
index d7a0094d6..8a5164d61 100644
--- a/projects/app/src/pages/api/user/account/update.ts
+++ b/projects/app/src/pages/api/user/account/update.ts
@@ -5,7 +5,7 @@ import { User } from '@/service/models/user';
 import { connectToDatabase } from '@/service/mongo';
 import { authUser } from '@/service/utils/auth';
 import { UserUpdateParams } from '@/types/user';
-import { axiosConfig, getAIChatApi, openaiBaseUrl } from '@fastgpt/core/ai/config';
+import { getAIApi, openaiBaseUrl } from '@fastgpt/core/ai/config';
 
 /* update user info */
 export default async function handler(req: NextApiRequest, res: NextApiResponse<any>) {
@@ -22,20 +22,15 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
       const baseUrl = openaiAccount?.baseUrl || openaiBaseUrl;
       openaiAccount.baseUrl = baseUrl;
 
-      const chatAPI = getAIChatApi(openaiAccount);
+      const ai = getAIApi(openaiAccount);
 
-      const response = await chatAPI.createChatCompletion(
-        {
-          model: 'gpt-3.5-turbo',
-          max_tokens: 1,
-          messages: [{ role: 'user', content: 'hi' }]
-        },
-        {
-          ...axiosConfig(openaiAccount)
-        }
-      );
-      if (response?.data?.choices?.[0]?.message?.content === undefined) {
-        throw new Error(JSON.stringify(response?.data));
+      const response = await ai.chat.completions.create({
+        model: 'gpt-3.5-turbo',
+        max_tokens: 1,
+        messages: [{ role: 'user', content: 'hi' }]
+      });
+      if (response?.choices?.[0]?.message?.content === undefined) {
+        throw new Error('Key response is empty');
       }
     }
 
diff --git a/projects/app/src/pages/app/detail/index.tsx b/projects/app/src/pages/app/detail/index.tsx
index 31d01a1e1..4b0e79701 100644
--- a/projects/app/src/pages/app/detail/index.tsx
+++ b/projects/app/src/pages/app/detail/index.tsx
@@ -6,6 +6,7 @@ import dynamic from 'next/dynamic';
 import { defaultApp } from '@/constants/model';
 import { useToast } from '@/hooks/useToast';
 import { useQuery } from '@tanstack/react-query';
+import { feConfigs } from '@/store/static';
 
 import Tabs from '@/components/Tabs';
 import SideTabs from '@/components/SideTabs';
@@ -52,7 +53,9 @@ const AppDetail = ({ currentTab }: { currentTab: `${TabEnum}` }) => {
   const tabList = useMemo(
     () => [
       { label: '简易配置', id: TabEnum.basicEdit, icon: 'overviewLight' },
-      { label: '高级编排', id: TabEnum.adEdit, icon: 'settingLight' },
+      ...(feConfigs?.hide_app_flow
+        ? []
+        : [{ label: '高级编排', id: TabEnum.adEdit, icon: 'settingLight' }]),
       { label: '外部使用', id: TabEnum.outLink, icon: 'shareLight' },
       { label: '对话日志', id: TabEnum.logs, icon: 'logsLight' },
       { label: '立即对话', id: TabEnum.startChat, icon: 'chat' }
diff --git a/projects/app/src/pages/app/list/component/CreateModal.tsx b/projects/app/src/pages/app/list/component/CreateModal.tsx
index 426cb19e1..7590a2c03 100644
--- a/projects/app/src/pages/app/list/component/CreateModal.tsx
+++ b/projects/app/src/pages/app/list/component/CreateModal.tsx
@@ -21,6 +21,7 @@ import { useRouter } from 'next/router';
 import { appTemplates } from '@/constants/flow/ModuleTemplate';
 import { useGlobalStore } from '@/store/global';
 import { useRequest } from '@/hooks/useRequest';
+import { feConfigs } from '@/store/static';
 import Avatar from '@/components/Avatar';
 import MyTooltip from '@/components/MyTooltip';
 import MyModal from '@/components/MyModal';
@@ -74,10 +75,15 @@ const CreateModal = ({ onClose, onSuccess }: { onClose: () => void; onSuccess: (
 
   const { mutate: onclickCreate, isLoading: creating } = useRequest({
     mutationFn: async (data: FormType) => {
+      const template = appTemplates.find((item) => item.id === data.templateId);
+      if (!template) {
+        return Promise.reject('模板不存在');
+      }
       return postCreateApp({
         avatar: data.avatar,
         name: data.name,
-        modules: appTemplates.find((item) => item.id === data.templateId)?.modules || []
+        type: template.type,
+        modules: template.modules || []
       });
     },
     onSuccess(id: string) {
@@ -118,48 +124,52 @@ const CreateModal = ({ onClose, onSuccess }: { onClose: () => void; onSuccess: (
             })}
           />
         </Flex>
-        <Box mt={[4, 7]} mb={[0, 3]} color={'myGray.800'} fontWeight={'bold'}>
-          从模板中选择
-        </Box>
-        <Grid
-          userSelect={'none'}
-          gridTemplateColumns={['repeat(1,1fr)', 'repeat(2,1fr)']}
-          gridGap={[2, 4]}
-        >
-          {appTemplates.map((item) => (
-            <Card
-              key={item.id}
-              border={theme.borders.base}
-              p={3}
-              borderRadius={'md'}
-              cursor={'pointer'}
-              boxShadow={'sm'}
-              {...(getValues('templateId') === item.id
-                ? {
-                    bg: 'myWhite.600'
-                  }
-                : {
-                    _hover: {
-                      boxShadow: 'md'
-                    }
-                  })}
-              onClick={() => {
-                setValue('templateId', item.id);
-                setRefresh((state) => !state);
-              }}
+        {!feConfigs?.hide_app_flow && (
+          <>
+            <Box mt={[4, 7]} mb={[0, 3]} color={'myGray.800'} fontWeight={'bold'}>
+              从模板中选择
+            </Box>
+            <Grid
+              userSelect={'none'}
+              gridTemplateColumns={['repeat(1,1fr)', 'repeat(2,1fr)']}
+              gridGap={[2, 4]}
             >
-              <Flex alignItems={'center'}>
-                <Avatar src={item.avatar} borderRadius={'md'} w={'20px'} />
-                <Box ml={3} fontWeight={'bold'}>
-                  {item.name}
-                </Box>
-              </Flex>
-              <Box fontSize={'sm'} mt={4}>
-                {item.intro}
-              </Box>
-            </Card>
-          ))}
-        </Grid>
+              {appTemplates.map((item) => (
+                <Card
+                  key={item.id}
+                  border={theme.borders.base}
+                  p={3}
+                  borderRadius={'md'}
+                  cursor={'pointer'}
+                  boxShadow={'sm'}
+                  {...(getValues('templateId') === item.id
+                    ? {
+                        bg: 'myWhite.600'
+                      }
+                    : {
+                        _hover: {
+                          boxShadow: 'md'
+                        }
+                      })}
+                  onClick={() => {
+                    setValue('templateId', item.id);
+                    setRefresh((state) => !state);
+                  }}
+                >
+                  <Flex alignItems={'center'}>
+                    <Avatar src={item.avatar} borderRadius={'md'} w={'20px'} />
+                    <Box ml={3} fontWeight={'bold'}>
+                      {item.name}
+                    </Box>
+                  </Flex>
+                  <Box fontSize={'sm'} mt={4}>
+                    {item.intro}
+                  </Box>
+                </Card>
+              ))}
+            </Grid>
+          </>
+        )}
       </ModalBody>
 
       <ModalFooter>
diff --git a/projects/app/src/pages/kb/detail/components/InputDataModal.tsx b/projects/app/src/pages/kb/detail/components/InputDataModal.tsx
index f02515b0a..f31544189 100644
--- a/projects/app/src/pages/kb/detail/components/InputDataModal.tsx
+++ b/projects/app/src/pages/kb/detail/components/InputDataModal.tsx
@@ -263,6 +263,10 @@ export function RawFileText({ fileId, filename = '', ...props }: RawFileTextProp
   const { setLoading } = useGlobalStore();
 
   const hasFile = useMemo(() => fileId && !datasetSpecialIds.includes(fileId), [fileId]);
+  const formatName = useMemo(
+    () => (filename.startsWith('kb') ? t(filename) : filename),
+    [filename, t]
+  );
 
   return (
     <MyTooltip label={hasFile ? t('file.Click to view file') || '' : ''} shouldWrapChildren={false}>
@@ -293,7 +297,7 @@ export function RawFileText({ fileId, filename = '', ...props }: RawFileTextProp
           : {})}
         {...props}
       >
-        {t(filename)}
+        {formatName}
       </Box>
     </MyTooltip>
   );
diff --git a/projects/app/src/service/dataset/auth.ts b/projects/app/src/service/dataset/auth.ts
new file mode 100644
index 000000000..6e62819a7
--- /dev/null
+++ b/projects/app/src/service/dataset/auth.ts
@@ -0,0 +1,22 @@
+import { isSpecialFileId } from '@fastgpt/core/dataset/utils';
+import { GridFSStorage } from '../lib/gridfs';
+import { Types } from 'mongoose';
+
+export async function authFileIdValid(fileId?: string) {
+  if (!fileId) return true;
+  if (isSpecialFileId(fileId)) return true;
+  try {
+    // find file
+    const gridFs = new GridFSStorage('dataset', '');
+    const collection = gridFs.Collection();
+    const file = await collection.findOne(
+      { _id: new Types.ObjectId(fileId) },
+      { projection: { _id: 1 } }
+    );
+    if (!file) {
+      return Promise.reject('Invalid fileId');
+    }
+  } catch (error) {
+    return Promise.reject('Invalid fileId');
+  }
+}
diff --git a/projects/app/src/service/errorCode.ts b/projects/app/src/service/errorCode.ts
index f631f4e7d..89da25b99 100644
--- a/projects/app/src/service/errorCode.ts
+++ b/projects/app/src/service/errorCode.ts
@@ -17,19 +17,6 @@ export const TOKEN_ERROR_CODE: Record<number, string> = {
   403: '登录状态无效,请重新登录'
 };
 
-export const openaiError: Record<string, string> = {
-  context_length_exceeded: '内容超长了，请重置对话',
-  Unauthorized: 'API-KEY 不合法',
-  rate_limit_reached: 'API被限制，请稍后再试',
-  'Bad Request': 'Bad Request~ 可能内容太多了',
-  'Bad Gateway': '网关异常，请重试'
-};
-export const openaiAccountError: Record<string, string> = {
-  insufficient_quota: 'API 余额不足',
-  invalid_api_key: 'openai 账号异常',
-  account_deactivated: '账号已停用',
-  invalid_request_error: '无效请求'
-};
 export const proxyError: Record<string, boolean> = {
   ECONNABORTED: true,
   ECONNRESET: true
diff --git a/projects/app/src/service/events/generateQA.ts b/projects/app/src/service/events/generateQA.ts
index 52317a9d0..6b6cad882 100644
--- a/projects/app/src/service/events/generateQA.ts
+++ b/projects/app/src/service/events/generateQA.ts
@@ -4,7 +4,7 @@ import { TrainingModeEnum } from '@/constants/plugin';
 import { ERROR_ENUM } from '../errorCode';
 import { sendInform } from '@/pages/api/user/inform/send';
 import { authBalanceByUid } from '../utils/auth';
-import { axiosConfig, getAIChatApi } from '@fastgpt/core/ai/config';
+import { getAIApi } from '@fastgpt/core/ai/config';
 import type { ChatCompletionRequestMessage } from '@fastgpt/core/ai/type';
 import { addLog } from '../utils/tools';
 import { splitText2Chunks } from '@/utils/file';
@@ -58,8 +58,6 @@ export async function generateQA(): Promise<any> {
 
     const startTime = Date.now();
 
-    const chatAPI = getAIChatApi();
-
     // request LLM to get QA
     const text = data.q;
     const messages: ChatCompletionRequestMessage[] = [
@@ -73,19 +71,13 @@ export async function generateQA(): Promise<any> {
             })
       }
     ];
-
-    const { data: chatResponse } = await chatAPI.createChatCompletion(
-      {
-        model: global.qaModel.model,
-        temperature: 0.01,
-        messages,
-        stream: false
-      },
-      {
-        timeout: 480000,
-        ...axiosConfig()
-      }
-    );
+    const ai = getAIApi(undefined, 480000);
+    const chatResponse = await ai.chat.completions.create({
+      model: global.qaModel.model,
+      temperature: 0.01,
+      messages,
+      stream: false
+    });
     const answer = chatResponse.choices?.[0].message?.content;
     const totalTokens = chatResponse.usage?.total_tokens || 0;
 
diff --git a/projects/app/src/service/models/user.ts b/projects/app/src/service/models/user.ts
index 64fb0b92b..da54e7796 100644
--- a/projects/app/src/service/models/user.ts
+++ b/projects/app/src/service/models/user.ts
@@ -23,7 +23,7 @@ const UserSchema = new Schema({
   },
   avatar: {
     type: String,
-    default: '/icon/human.png'
+    default: '/icon/human.svg'
   },
   balance: {
     type: Number,
diff --git a/projects/app/src/service/moduleDispatch/agent/classifyQuestion.ts b/projects/app/src/service/moduleDispatch/agent/classifyQuestion.ts
index 7e2a0ebca..919d51452 100644
--- a/projects/app/src/service/moduleDispatch/agent/classifyQuestion.ts
+++ b/projects/app/src/service/moduleDispatch/agent/classifyQuestion.ts
@@ -2,7 +2,7 @@ import { adaptChat2GptMessages } from '@/utils/common/adapt/message';
 import { ChatContextFilter } from '@/service/common/tiktoken';
 import type { ChatHistoryItemResType, ChatItemType } from '@/types/chat';
 import { ChatRoleEnum, TaskResponseKeyEnum } from '@/constants/chat';
-import { getAIChatApi, axiosConfig } from '@fastgpt/core/ai/config';
+import { getAIApi } from '@fastgpt/core/ai/config';
 import type { ClassifyQuestionAgentItemType } from '@/types/app';
 import { SystemInputEnum } from '@/constants/app';
 import { SpecialInputKeyEnum } from '@/constants/flow';
@@ -105,27 +105,22 @@ async function functionCall({
       required: ['type']
     }
   };
-  const chatAPI = getAIChatApi(user.openaiAccount);
+  const ai = getAIApi(user.openaiAccount);
 
-  const response = await chatAPI.createChatCompletion(
-    {
-      model: cqModel.model,
-      temperature: 0,
-      messages: [...adaptMessages],
-      function_call: { name: agentFunName },
-      functions: [agentFunction]
-    },
-    {
-      ...axiosConfig(user.openaiAccount)
-    }
-  );
+  const response = await ai.chat.completions.create({
+    model: cqModel.model,
+    temperature: 0,
+    messages: [...adaptMessages],
+    function_call: { name: agentFunName },
+    functions: [agentFunction]
+  });
 
   try {
-    const arg = JSON.parse(response.data.choices?.[0]?.message?.function_call?.arguments || '');
+    const arg = JSON.parse(response.choices?.[0]?.message?.function_call?.arguments || '');
 
     return {
       arg,
-      tokens: response.data.usage?.total_tokens || 0
+      tokens: response.usage?.total_tokens || 0
     };
   } catch (error) {
     console.log('Your model may not support function_call');
@@ -155,20 +150,14 @@ Human:${userChatInput}`
     }
   ];
 
-  const chatAPI = getAIChatApi(user.openaiAccount);
+  const ai = getAIApi(user.openaiAccount, 480000);
 
-  const { data } = await chatAPI.createChatCompletion(
-    {
-      model: extractModel.model,
-      temperature: 0.01,
-      messages: adaptChat2GptMessages({ messages, reserveId: false }),
-      stream: false
-    },
-    {
-      timeout: 480000,
-      ...axiosConfig(user.openaiAccount)
-    }
-  );
+  const data = await ai.chat.completions.create({
+    model: extractModel.model,
+    temperature: 0.01,
+    messages: adaptChat2GptMessages({ messages, reserveId: false }),
+    stream: false
+  });
   const answer = data.choices?.[0].message?.content || '';
   const totalTokens = data.usage?.total_tokens || 0;
 
diff --git a/projects/app/src/service/moduleDispatch/agent/extract.ts b/projects/app/src/service/moduleDispatch/agent/extract.ts
index 06ad86026..40044488a 100644
--- a/projects/app/src/service/moduleDispatch/agent/extract.ts
+++ b/projects/app/src/service/moduleDispatch/agent/extract.ts
@@ -2,7 +2,7 @@ import { adaptChat2GptMessages } from '@/utils/common/adapt/message';
 import { ChatContextFilter } from '@/service/common/tiktoken';
 import type { ChatHistoryItemResType, ChatItemType } from '@/types/chat';
 import { ChatRoleEnum, TaskResponseKeyEnum } from '@/constants/chat';
-import { getAIChatApi, axiosConfig } from '@fastgpt/core/ai/config';
+import { getAIApi } from '@fastgpt/core/ai/config';
 import type { ContextExtractAgentItemType } from '@/types/app';
 import { ContextExtractEnum } from '@/constants/flow/flowField';
 import { FlowModuleTypeEnum } from '@/constants/flow';
@@ -126,30 +126,25 @@ async function functionCall({
     }
   };
 
-  const chatAPI = getAIChatApi(user.openaiAccount);
+  const ai = getAIApi(user.openaiAccount);
 
-  const response = await chatAPI.createChatCompletion(
-    {
-      model: extractModel.model,
-      temperature: 0,
-      messages: [...adaptMessages],
-      function_call: { name: agentFunName },
-      functions: [agentFunction]
-    },
-    {
-      ...axiosConfig(user.openaiAccount)
-    }
-  );
+  const response = await ai.chat.completions.create({
+    model: extractModel.model,
+    temperature: 0,
+    messages: [...adaptMessages],
+    function_call: { name: agentFunName },
+    functions: [agentFunction]
+  });
 
   const arg: Record<string, any> = (() => {
     try {
-      return JSON.parse(response.data.choices?.[0]?.message?.function_call?.arguments || '{}');
+      return JSON.parse(response.choices?.[0]?.message?.function_call?.arguments || '{}');
     } catch (error) {
       return {};
     }
   })();
 
-  const tokens = response.data.usage?.total_tokens || 0;
+  const tokens = response.usage?.total_tokens || 0;
   return {
     tokens,
     arg
@@ -181,20 +176,14 @@ Human: ${content}`
     }
   ];
 
-  const chatAPI = getAIChatApi(user.openaiAccount);
+  const ai = getAIApi(user.openaiAccount, 480000);
 
-  const { data } = await chatAPI.createChatCompletion(
-    {
-      model: extractModel.model,
-      temperature: 0.01,
-      messages: adaptChat2GptMessages({ messages, reserveId: false }),
-      stream: false
-    },
-    {
-      timeout: 480000,
-      ...axiosConfig(user.openaiAccount)
-    }
-  );
+  const data = await ai.chat.completions.create({
+    model: extractModel.model,
+    temperature: 0.01,
+    messages: adaptChat2GptMessages({ messages, reserveId: false }),
+    stream: false
+  });
   const answer = data.choices?.[0].message?.content || '';
   const totalTokens = data.usage?.total_tokens || 0;
 
diff --git a/projects/app/src/service/moduleDispatch/chat/oneapi.ts b/projects/app/src/service/moduleDispatch/chat/oneapi.ts
index 50e0d8c22..75ec9aff6 100644
--- a/projects/app/src/service/moduleDispatch/chat/oneapi.ts
+++ b/projects/app/src/service/moduleDispatch/chat/oneapi.ts
@@ -3,9 +3,9 @@ import { ChatContextFilter } from '@/service/common/tiktoken';
 import type { ChatItemType, QuoteItemType } from '@/types/chat';
 import type { ChatHistoryItemResType } from '@/types/chat';
 import { ChatRoleEnum, sseResponseEventEnum } from '@/constants/chat';
-import { SSEParseData, parseStreamChunk } from '@/utils/sse';
 import { textAdaptGptResponse } from '@/utils/adapt';
-import { getAIChatApi, axiosConfig } from '@fastgpt/core/ai/config';
+import { getAIApi } from '@fastgpt/core/ai/config';
+import type { ChatCompletion, StreamChatType } from '@fastgpt/core/ai/type';
 import { TaskResponseKeyEnum } from '@/constants/chat';
 import { getChatModel } from '@/service/utils/data';
 import { countModelPrice } from '@/service/common/bill/push';
@@ -20,9 +20,7 @@ import type { AIChatProps } from '@/types/core/aiChat';
 import { replaceVariable } from '@/utils/common/tools/text';
 import { FlowModuleTypeEnum } from '@/constants/flow';
 import type { ModuleDispatchProps } from '@/types/core/chat/type';
-import { Readable } from 'stream';
 import { responseWrite, responseWriteController } from '@/service/common/stream';
-import { addLog } from '@/service/utils/tools';
 
 export type ChatProps = ModuleDispatchProps<
   AIChatProps & {
@@ -106,32 +104,25 @@ export const dispatchChatCompletion = async (props: ChatProps): Promise<ChatResp
   // FastGPT temperature range: 1~10
   temperature = +(modelConstantsData.maxTemperature * (temperature / 10)).toFixed(2);
   temperature = Math.max(temperature, 0.01);
-  const chatAPI = getAIChatApi(user.openaiAccount);
+  const ai = getAIApi(user.openaiAccount, 480000);
 
-  const response = await chatAPI.createChatCompletion(
-    {
-      model,
-      temperature,
-      max_tokens,
-      messages: [
-        ...(modelConstantsData.defaultSystem
-          ? [
-              {
-                role: ChatCompletionRequestMessageRoleEnum.System,
-                content: modelConstantsData.defaultSystem
-              }
-            ]
-          : []),
-        ...messages
-      ],
-      stream
-    },
-    {
-      timeout: 480000,
-      responseType: stream ? 'stream' : 'json',
-      ...axiosConfig(user.openaiAccount)
-    }
-  );
+  const response = await ai.chat.completions.create({
+    model,
+    temperature,
+    max_tokens,
+    messages: [
+      ...(modelConstantsData.defaultSystem
+        ? [
+            {
+              role: ChatCompletionRequestMessageRoleEnum.System,
+              content: modelConstantsData.defaultSystem
+            }
+          ]
+        : []),
+      ...messages
+    ],
+    stream
+  });
 
   const { answerText, totalTokens, completeMessages } = await (async () => {
     if (stream) {
@@ -139,7 +130,7 @@ export const dispatchChatCompletion = async (props: ChatProps): Promise<ChatResp
       const { answer } = await streamResponse({
         res,
         detail,
-        response
+        stream: response
       });
       // count tokens
       const completeMessages = filterMessages.concat({
@@ -159,8 +150,9 @@ export const dispatchChatCompletion = async (props: ChatProps): Promise<ChatResp
         completeMessages
       };
     } else {
-      const answer = response.data.choices?.[0].message?.content || '';
-      const totalTokens = response.data.usage?.total_tokens || 0;
+      const unStreamResponse = response as ChatCompletion;
+      const answer = unStreamResponse.choices?.[0].message?.content || '';
+      const totalTokens = unStreamResponse.usage?.total_tokens || 0;
 
       const completeMessages = filterMessages.concat({
         obj: ChatRoleEnum.AI,
@@ -208,7 +200,7 @@ function filterQuote({
       obj: ChatRoleEnum.System,
       value: replaceVariable(quoteTemplate || defaultQuoteTemplate, {
         ...item,
-        index: `${index + 1}`
+        index: index + 1
       })
     }))
   });
@@ -340,59 +332,40 @@ function targetResponse({
 async function streamResponse({
   res,
   detail,
-  response
+  stream
 }: {
   res: NextApiResponse;
   detail: boolean;
-  response: any;
+  stream: StreamChatType;
 }) {
-  return new Promise<{ answer: string }>((resolve, reject) => {
-    const stream = response.data as Readable;
-    let answer = '';
-    const parseData = new SSEParseData();
-
-    const write = responseWriteController({
-      res,
-      readStream: stream
-    });
-
-    stream.on('data', (data) => {
-      if (res.closed) {
-        stream.destroy();
-        return resolve({ answer });
-      }
-
-      const parse = parseStreamChunk(data);
-      parse.forEach((item) => {
-        const { data } = parseData.parse(item);
-        if (!data || data === '[DONE]') return;
-
-        const content: string = data?.choices?.[0]?.delta?.content || '';
-        if (data.error) {
-          addLog.error(`SSE response`, data.error);
-        } else {
-          answer += content;
-
-          responseWrite({
-            write,
-            event: detail ? sseResponseEventEnum.answer : undefined,
-            data: textAdaptGptResponse({
-              text: content
-            })
-          });
-        }
-      });
-    });
-    stream.on('end', () => {
-      resolve({ answer });
-    });
-    stream.on('close', () => {
-      resolve({ answer });
-    });
-    stream.on('error', (err) => {
-      reject(err);
-    });
+  const write = responseWriteController({
+    res,
+    readStream: stream
   });
+  let answer = '';
+
+  for await (const part of stream) {
+    if (res.closed) {
+      stream.controller?.abort();
+      break;
+    }
+    const content = part.choices[0]?.delta?.content || '';
+    answer += content;
+
+    responseWrite({
+      write,
+      event: detail ? sseResponseEventEnum.answer : undefined,
+      data: textAdaptGptResponse({
+        text: content
+      })
+    });
+  }
+
+  if (!answer) {
+    return Promise.reject('Chat API is error or undefined');
+  }
+
+  return { answer };
 }
 
 function getHistoryPreview(completeMessages: ChatItemType[]) {
diff --git a/projects/app/src/service/moduleDispatch/kb/search.ts b/projects/app/src/service/moduleDispatch/kb/search.ts
index adf336ca4..bdcec1d62 100644
--- a/projects/app/src/service/moduleDispatch/kb/search.ts
+++ b/projects/app/src/service/moduleDispatch/kb/search.ts
@@ -46,7 +46,9 @@ export async function dispatchKBSearch(props: Record<string, any>): Promise<KBSe
   const res: any = await PgClient.query(
     `BEGIN;
     SET LOCAL ivfflat.probes = ${global.systemEnv.pgIvfflatProbe || 10};
-    select kb_id,id,q,a,source,file_id from ${PgDatasetTableName} where kb_id IN (${kbList
+    select id, kb_id, q, a, source, file_id, (vector <#> '[${
+      vectors[0]
+    }]') * -1 AS score from ${PgDatasetTableName} where kb_id IN (${kbList
       .map((item) => `'${item.kbId}'`)
       .join(',')}) AND vector <#> '[${vectors[0]}]' < -${similarity} order by vector <#> '[${
       vectors[0]
diff --git a/projects/app/src/service/pg.ts b/projects/app/src/service/pg.ts
index fe40fd35f..a6eb33fda 100644
--- a/projects/app/src/service/pg.ts
+++ b/projects/app/src/service/pg.ts
@@ -3,6 +3,7 @@ import type { QueryResultRow } from 'pg';
 import { PgDatasetTableName } from '@/constants/plugin';
 import { addLog } from './utils/tools';
 import type { DatasetDataItemType } from '@/types/core/dataset/data';
+import { DatasetSpecialIdEnum, datasetSpecialIdMap } from '@fastgpt/core/dataset/constant';
 
 export const connectPg = async (): Promise<Pool> => {
   if (global.pgClient) {
@@ -179,8 +180,13 @@ export const insertData2Dataset = ({
     values: data.map((item) => [
       { key: 'user_id', value: userId },
       { key: 'kb_id', value: kbId },
-      { key: 'source', value: item.source?.slice(0, 200)?.trim() || '' },
-      { key: 'file_id', value: item.file_id?.slice(0, 200)?.trim() || '' },
+      {
+        key: 'source',
+        value:
+          item.source?.slice(0, 200)?.trim() ||
+          datasetSpecialIdMap[DatasetSpecialIdEnum.manual].sourceName
+      },
+      { key: 'file_id', value: item.file_id?.slice(0, 200)?.trim() || DatasetSpecialIdEnum.manual },
       { key: 'q', value: item.q.replace(/'/g, '"') },
       { key: 'a', value: item.a.replace(/'/g, '"') },
       { key: 'vector', value: `[${item.vector}]` }
@@ -188,6 +194,25 @@ export const insertData2Dataset = ({
   });
 };
 
+/**
+ * Update data file_id
+ */
+export const updateDataFileId = async ({
+  oldFileId,
+  userId,
+  newFileId = DatasetSpecialIdEnum.manual
+}: {
+  oldFileId: string;
+  userId: string;
+  newFileId?: string;
+}) => {
+  await PgClient.update(PgDatasetTableName, {
+    where: [['file_id', oldFileId], 'AND', ['user_id', userId]],
+    values: [{ key: 'file_id', value: newFileId }]
+  });
+  return newFileId;
+};
+
 export async function initPg() {
   try {
     await connectPg();
@@ -203,10 +228,6 @@ export async function initPg() {
           q TEXT NOT NULL,
           a TEXT
       );
-      CREATE INDEX IF NOT EXISTS modelData_userId_index ON ${PgDatasetTableName} USING HASH (user_id);
-      CREATE INDEX IF NOT EXISTS modelData_kb_id_index ON ${PgDatasetTableName} (kb_id);
-      CREATE INDEX IF NOT EXISTS modelData_fileId_index ON ${PgDatasetTableName} (file_id);
-      CREATE INDEX IF NOT EXISTS idx_model_data_md5_q_a_user_id_kb_id ON ${PgDatasetTableName} (md5(q), md5(a), user_id, kb_id);
     `);
     console.log('init pg successful');
   } catch (error) {
diff --git a/projects/app/src/service/response.ts b/projects/app/src/service/response.ts
index 7b4d20c63..bfe5c3d94 100644
--- a/projects/app/src/service/response.ts
+++ b/projects/app/src/service/response.ts
@@ -1,12 +1,6 @@
 import { sseResponseEventEnum } from '@/constants/chat';
 import { NextApiResponse } from 'next';
-import {
-  openaiError,
-  openaiAccountError,
-  proxyError,
-  ERROR_RESPONSE,
-  ERROR_ENUM
-} from './errorCode';
+import { proxyError, ERROR_RESPONSE, ERROR_ENUM } from './errorCode';
 import { clearCookie, sseResponse, addLog } from './utils/tools';
 
 export interface ResponseType<T = any> {
@@ -47,10 +41,8 @@ export const jsonRes = <T = any>(
       msg = '网络连接异常';
     } else if (error?.response?.data?.error?.message) {
       msg = error?.response?.data?.error?.message;
-    } else if (openaiAccountError[error?.response?.data?.error?.code]) {
-      msg = openaiAccountError[error?.response?.data?.error?.code];
-    } else if (openaiError[error?.response?.statusText]) {
-      msg = openaiError[error.response.statusText];
+    } else if (error?.error?.message) {
+      msg = error?.error?.message;
     }
 
     addLog.error(`response error: ${msg}`, error);
@@ -88,10 +80,8 @@ export const sseErrRes = (res: NextApiResponse, error: any) => {
     msg = '网络连接异常';
   } else if (error?.response?.data?.error?.message) {
     msg = error?.response?.data?.error?.message;
-  } else if (openaiAccountError[error?.response?.data?.error?.code]) {
-    msg = openaiAccountError[error?.response?.data?.error?.code];
-  } else if (openaiError[error?.response?.statusText]) {
-    msg = openaiError[error.response.statusText];
+  } else if (error?.error?.message) {
+    msg = error?.error?.message;
   }
 
   addLog.error(`sse error: ${msg}`, error);
diff --git a/projects/app/src/types/app.d.ts b/projects/app/src/types/app.d.ts
index d29c23d3f..dbb752e3f 100644
--- a/projects/app/src/types/app.d.ts
+++ b/projects/app/src/types/app.d.ts
@@ -22,12 +22,17 @@ export type AppListItemType = {
   intro: string;
 };
 
+export type CreateAppParams = {
+  name?: string;
+  avatar?: string;
+  type?: `${AppTypeEnum}`;
+  modules: AppSchema['modules'];
+};
 export interface AppUpdateParams {
   name?: string;
   type?: `${AppTypeEnum}`;
   avatar?: string;
   intro?: string;
-  chat?: AppSchema['chat'];
   share?: AppSchema['share'];
   modules?: AppSchema['modules'];
 }
diff --git a/projects/app/src/types/chat.d.ts b/projects/app/src/types/chat.d.ts
index 5d1e3f89f..2b8e51387 100644
--- a/projects/app/src/types/chat.d.ts
+++ b/projects/app/src/types/chat.d.ts
@@ -45,6 +45,7 @@ export type ShareChatType = InitShareChatResponse & {
 
 export type QuoteItemType = PgDataItemType & {
   kb_id: string;
+  score?: number;
 };
 
 // response data
diff --git a/projects/app/src/types/core/chat/type.d.ts b/projects/app/src/types/core/chat/type.d.ts
index 5f1e702ef..4c98e2031 100644
--- a/projects/app/src/types/core/chat/type.d.ts
+++ b/projects/app/src/types/core/chat/type.d.ts
@@ -3,7 +3,7 @@ import type { NextApiResponse } from 'next';
 import { RunningModuleItemType } from '@/types/app';
 import { UserModelSchema } from '@/types/mongoSchema';
 
-export type MessageItemType = ChatCompletionRequestMessage & { dataId?: string };
+export type MessageItemType = ChatCompletionRequestMessage & { dataId?: string; content: string };
 
 // module dispatch props type
 export type ModuleDispatchProps<T> = {
diff --git a/projects/app/src/types/index.d.ts b/projects/app/src/types/index.d.ts
index 66008d469..594b09da8 100644
--- a/projects/app/src/types/index.d.ts
+++ b/projects/app/src/types/index.d.ts
@@ -29,6 +29,7 @@ export type FeConfigsType = {
   show_pay?: boolean;
   show_openai_account?: boolean;
   show_promotion?: boolean;
+  hide_app_flow?: boolean;
   openAPIUrl?: string;
   systemTitle?: string;
   authorText?: string;
diff --git a/projects/app/src/utils/adapt.ts b/projects/app/src/utils/adapt.ts
index 433424918..2bb16e7f1 100644
--- a/projects/app/src/utils/adapt.ts
+++ b/projects/app/src/utils/adapt.ts
@@ -25,7 +25,7 @@ export const adaptBill = (bill: BillSchema): UserBillType => {
 };
 
 export const gptMessage2ChatType = (messages: MessageItemType[]): ChatItemType[] => {
-  const roleMap: Record<`${ChatCompletionRequestMessageRoleEnum}`, `${ChatRoleEnum}`> = {
+  const roleMap = {
     [ChatCompletionRequestMessageRoleEnum.Assistant]: ChatRoleEnum.AI,
     [ChatCompletionRequestMessageRoleEnum.User]: ChatRoleEnum.Human,
     [ChatCompletionRequestMessageRoleEnum.System]: ChatRoleEnum.System,
diff --git a/projects/app/src/utils/common/tools/text.ts b/projects/app/src/utils/common/tools/text.ts
index 2f329a621..3d7c6630f 100644
--- a/projects/app/src/utils/common/tools/text.ts
+++ b/projects/app/src/utils/common/tools/text.ts
@@ -1,7 +1,7 @@
 /* 
     replace {{variable}} to value
 */
-export function replaceVariable(text: string, obj: Record<string, string>) {
+export function replaceVariable(text: string, obj: Record<string, string | number>) {
   for (const key in obj) {
     const val = obj[key];
     if (typeof val !== 'string') continue;
diff --git a/projects/app/src/utils/file.ts b/projects/app/src/utils/file.ts
index f6139e800..8b72add79 100644
--- a/projects/app/src/utils/file.ts
+++ b/projects/app/src/utils/file.ts
@@ -11,7 +11,14 @@ export const splitText2Chunks = ({ text, maxLen }: { text: string; maxLen: numbe
   const overlapLen = Math.floor(maxLen * 0.25); // Overlap length
 
   try {
-    const splitTexts = text.split(/(?<=[。！？；.!?;\n])/g);
+    const tempMarker = 'SPLIT_HERE';
+    text = text.replace(/\n{3,}/g, '\n');
+    text = text.replace(/\s/g, ' ');
+    text = text.replace('\n\n', '');
+    const splitTexts = text
+      .replace(/([。！？；]|\.\s|!\s|\?\s|;\s|\n)/g, `$1${tempMarker}`)
+      .split(tempMarker)
+      .filter((part) => part);
     const chunks: string[] = [];
 
     let preChunk = '';
diff --git a/projects/app/src/utils/web/core/dataset.ts b/projects/app/src/utils/web/core/dataset.ts
index 16f936632..727c69738 100644
--- a/projects/app/src/utils/web/core/dataset.ts
+++ b/projects/app/src/utils/web/core/dataset.ts
@@ -9,7 +9,7 @@ export async function chunksUpload({
   mode,
   chunks,
   prompt,
-  rate = 50,
+  rate = 150,
   onUploading
 }: {
   kbId: string;