From ad3c5dd186afb09a41367394e9118449ca0dd316 Mon Sep 17 00:00:00 2001 From: Harrison Chase Date: Mon, 10 Apr 2023 18:49:47 -0700 Subject: [PATCH] Harrison/databerry (#2688) Co-authored-by: Georges Petrov --- docs/_static/DataberryDashboard.png | Bin 0 -> 160487 bytes docs/ecosystem/databerry.md | 25 +++++ .../retrievers/examples/databerry.ipynb | 95 ++++++++++++++++++ langchain/retrievers/__init__.py | 2 + langchain/retrievers/databerry.py | 74 ++++++++++++++ langchain/retrievers/remote_retriever.py | 16 ++- 6 files changed, 210 insertions(+), 2 deletions(-) create mode 100644 docs/_static/DataberryDashboard.png create mode 100644 docs/ecosystem/databerry.md create mode 100644 docs/modules/indexes/retrievers/examples/databerry.ipynb create mode 100644 langchain/retrievers/databerry.py diff --git a/docs/_static/DataberryDashboard.png b/docs/_static/DataberryDashboard.png new file mode 100644 index 0000000000000000000000000000000000000000..090f7d09552331910ffc47e2874dd86a4aeeaee8 GIT binary patch literal 160487 zcmd42cQ{<%_dhyGh?XGQ1VIo%MvI!Li3HKRQ3jDj9n9#RM2UCQkcdt~5Qfo$Q3j)z zAR>%z^xk{FNAmuBzu({e{d1q^mgk=5nSJ)0eb(A*ueJ8x>%7)E@3b_Ou9Gv7gFv9` z%Fmwa04F2}MAAlj1-L@?ac%)P5m`T0e+&W@M^l_w5Ci`&x#%d#gV5c#7J>Spt)8K) zp}LynON4`f#Vf=MO94*@fCX?!drAUT2TNCr+nx^gjxLg(G8}*IkOb-%mjyX)|GC8# zF2iA{u66qf!rAh+xPXv=5Qi-J?c2AdonKi=>O58ammK&f!(rprvEdkzKf;v6NCfMsjIB+OJ_@c1^>%xvgBe)Ys!Ej$&k;CTtFZOu8ZF#Wt}@4 zAkgJ~Ej2v_GP3K-%j?pdAR!^i!NCb$USV@FG#3{?E$vMZ3z?*(Ol4(@tgN!fN?dew zCOJ9f)vIL8%(tni=+4j2>F90_42-$BM6k2-P*70cxx?4l`70zOTuV#e!oo^kUh&<# z=&xT<@$spwtei43@*EtzY;1RZd|q2yE#JAr>*VC#*Ed{O*Yf2{Hb1`z9zV{&z$7Rr zcIy_$jT`jWuiao|WOa0O$<8j2kdU#rchb>;s;Fo-HFdVP_gGuo+u9crf@@fB&eWqKb=)7Y0+y$$5{DPbe)do1XsG zuU|vl+z>G_DIBg%O-;A76qB1sWaqg8XJBMhta__sO-*A&M9fmNrl{z{SFh|KaM@?i)TE^3^7Bit+@*?+ z{s>|t_w@9C@!@ zkN5A35hiDKiyacpTG8?N0+Y(SbayaDC17Q4cD5(7vg#flehr5Co-fD6{FI4k$UC9g zZc86bcvND{yJ&B)qfi)gb2~@NSvIJUW!Gyk9j_20pQq>ByDuJ4%d$DoL~Gr7{KjIi zyu8tMJ|^sWFBXeKA_J6?O{1fe?d`p^wN0gN3CF~IxO zoO^TnH_W>S7udu_X?^$qMXS8woq(RoW`E#y8|8?c7;(foB9vxeOs zI`SP4|EEovJcoH_c3-+jO8D}h)%E{@qMq3*A8rN#fnKjYK^gLCq$?KlU;)08a|SoH zK8Sn}5ji9bld|FH1Jum32*ZPI^V?bVGc&IeOk*iPpwE_$3dQu_4g9CS2QGyrb)rZ? zAY@H>n6|?#MEjAx#HTz}W>wQc!#oM-1C|dkfUlA_q^%$^F>$DbAOh6f{C^@akSE8oUe^@-QkUAVo(RuFH?YW6&3S3t4X$VkVVz7t`c{Z zQd%gvM7DEfE^`Qkwlr(%v-#`dqKbQQc4fD^$~mIbWGLAt-Q*6C=l&Zuxt}bYoE4r3 zGy@xDM1-EWCcVk-!f^hpSjoe8@@okVPyOE))9eo@mKi^DUfwKief%mUusck4H2RF+ z2Gx_H#CN)0wvxvMt;yGNx&*4P6fb2~&+mv^T&uIH(uunJqFMxdw)3kj7e=9rR|#4z zP;ujBM1)kvZ5jENK{e6dPKg&}522LRxst;E!-dRjg>SPA)^c5}C@RazORp@(6>qGW zl+6ZjdZHed8~+}#*m+=PYT?W!BEW480@WXiu|DlvON3rEXeg9Drb@@gEHAXIfV?5n z=|wuq-tc)RUt&sg)>_YEHnTD%)zHwzhtQ9(%?Q;$(w2>kMC2LD`Z&!}RHEs&PW^8% zVasmq46Jo)yf?9M!uoDb&8LIGU_|KJXf3U=sVTPB`!oSsXeK5G&BWZz2_Lrte2A6a zW1h-e%D%`@=7EWmx_PJD>aeT1c}Ve#QIlC@ZCUk)YnZ@cW5a7M5OOr8ykT7OK4xlZ zSkB(e;3h-71K?>$4PtEn_T!*95qi9oZl!L5cTOQT&YoaQ=?zIigm9wcA3O5%Wrv|; z3FOWwODF7bAysAIRM?)Aksjd1^S=ze{AGiZZS{MK?m2OIsL-DJForeH)JF{aLYNSz zzHo~#xfmu+^s>W;WudY>As)1i_7}os&}$d#>{gMhw2v!N*IW;#;zn~#7e_R{O}(ml z13w(H5}p|La)K05bK%K2(Ka3ZDtVY#g%EcqH~aHnyWyGHIe+$Q$v8s?LP1iW&0YjUhw8L7}rpPKB%Ei3V|tUMCs=CUfmK(E+r z+0;LIDpWt90>yuiX9c~M&HK>S z80yegHoQlOSXhb3c7XN%qv}+qdwGfw=lsTZSRtt}qfb;;=&Gdo>RZ(Tl3WvSZG%`c_ilT{faxll=O3Z-~5iTcWxEWQ8q0L1vM_G~M0H(`2vtz-5edJs~nvlFkz7{=Me@n@(|eS(2Rs ze>Gb?ZzBdhlH;?k$Pj|*Vn)Ykxt(R&&s-0(3B%(<{)b2htoT&k`joNZ1K}wZac8%| zmN+xrh3g(a#+xUL=AoBBkM_P4OPP1CBuB;{5)8%C{T7kWO9xY$AaCq50oJS6E0H}t z9(@8m^K)q)+wt}AE+)F5^SP`qQR(6sStQ8Z+@ zS)U3WsT|NN!B{e05)E`;aT`N!LR2+#6%Oi7J@B{Wpe7@cghM|);My9p;iaz$k87@ z3Q)4;G+qI1SdridBfIbKPKKtYyKr{)do{N(pg&_MYq4N@s9#fA8bIs~FSc#!pZnVI z`!0GTL4F-mwHV&mmZ1p(jV}W{p>>3?RDE8cfvA84s zZq6FaOygFk>?qMW<`WcmjxhteB4}eI|L^c+_a#DvIIjNz_-yyQCE!q-AXs>Qp6TlJ z;9~ix2L(b>Y_pgl`i77F$|Ud9x*+2uBPs;4Tn!BqCe2$!xQU=CFgS!C(8veW?kQ%E zs>hiVJ!Q^(CX~2{IO(H!BZu9S7#|#ee>MIFFoUj;qUV*uP?Z(N{6Z^$aBDcX-1hpl z=6=!1Veg~ee$+nG6Lj3sd({0|V|xL#XN#LmH6aP}-hB~kelq7kfwo{lG6L(f&_4tw zheUlBe%<_V0#ovmf4$q{udZ^5AFQ!&ZmXZf84J^)ko?{fF2ZIERX&0;Y_C?OYn<;i}OIw$%_7R}k(n8QFn{;(2L zLV>0@=c^UNiH+A?!tba1ZjJ3L0=vL9A7o_YZ_19Fk$Wy(T{6*9aB1(9`xx>ZBkjS( z&kZZxywbIykVL0~-x}Sd)-Vr~m8rZ)%vuU2yC|M;w1a;WeRg8213UMG2cn`OAdwu&bmmo`Pth8bbWMOx$O2FjiMu(7pQoOPY~UG-sDB0Sr) z=GM8FASF7W?!24`Z^*X){B&c2ZS>?Oh;Y7=YHCAg#Pk;RB&dYQSm9-a+ZK5@8M;&|!92)J(wgP84x&s@DCvNb-H zMFlM_26oc+_V%J*A?^+ir-!r-KHY2%f^_KA$O8U}fa;dBr^|P%mNI;<)(zR)!Z=?h z{wgjk%gTCOSCpD+-p@9fjMKGF`l#W59(efeWJf7|Vt><$jw6TqPf)9;gAo`?g4utB;g)V;tHCn(m2!g|{n z&hswotlzCh^0P2VbdML+&Q{CJ9pKc<5oY57ff5gwz)3@o!%LFo8a_K4pDB(F9xO&p z$@N&1L2H9e4nb`9c1?cj0zm+9+~b6)+TCiHO^v_t3=?K;^)X53rkS1Ms40eZ2oBSH zH^RX(E{gW>7>}$yUjLSuyeS(DxBX~tJH^etKRit#6TF=0pto&hg!xpKAQ4*~DQFwp zS~$orl!!(&Ob2O>@6OxoIt zemDYhXHv(&L?&djH0q#14BfEXa6gaBiVQkoxv0365sp}N?iVD(R|4Yitx$&uDI^y0 zvrKcu!^}?Rn@2++SyppyIWJyWML_h2BJ!M_I{q;+x}o?@y^o+KtLhQK%(z$Kug+%XPN+kZiJed2^c{H}GdCQr_rOg7WC$e564Wj9PXYN)HLYnrpZ+?;#&}H)d(8X`Ev6dP@~9EbIazYr2kg)!NG&&h2_s3 zedBLeBh5eDax-pF5V=W0_oY`u3?+l2GF$(G{WSdvsc@^o(w&t_JveA9sN(3f_8!%w zjuBZneaY|NHJDi4_Rk3jTO;@A&V)66Uei`lD-EV&y5op+WU=?nbm=E-TJvLUMCSs3 zl>R!56wd|jxPgA@PtH|1#k9#>vtS4~a883l%kIuxSF)}L_j>ox^rYKll6U_3zSVEz z7Os9w0}a~v7yH~JKbT+nhLg;%UjjZVlQ;auzZiyz^HD%EoUB(+raPN$H{3JBRg6}I z%G21`K8C|Ci^Z^w?RA) z4CTwxv2^d&7F+eb{0f56q_DF{g3~5B{`bs`>YNExWLksCdIEBj94vx9?sh#W3RX43 z2^MFV^@*fT^!E20^gj`3aEpu_=8E0+DnqF<2smeiyBZX-p}!8($q-(QGkTiQpxJ(0 z^QS@27;m>5nEX;qjU<~$kkg#xP@38k6@(<@s<#x_HnxlQswUvi)Anwl^~}_s!`kG5 zJqS1+S%#n#xAK?-C-e3e1b1lB3YQjGnZlwXuDOvgG7p&W7)%O>!!jCnD=I_FX~6oJ zvj++dVsjDQr0N(Rr;V_e&$;WoaS9mwlu57PSY&@VGdy=)OK#XP`TU;Th#fipvlz6L zZUR@y5!ZrY*gHCt)tu}|tOjpCQN=BcOP4XvJ;OLRUg8rb6 zCMJ(Bwl03pjv~!k{;l?Dgkcpf%};LpBj@9>@O>k2MlOr z2t$%~O#@dFx%pzn*;#r8;+)IjweRv?fd^t@3wBT`HE^|Uzx79cLs2j)$oC(%Rwf5xsp_j(o(DJFdnBJv`L1R;8GE?a2m$@$GskxQy1 zIGn#Tj0_~W!G1`V*tylEp8A#9WZ${Hqa#plx>U%J`rx6dr4C4n2F>61bA)<4T zEH@n9^y*$&W=?6?^>G;&c&Wg!nk{Ydv*T>x8V{`c0Nk$=tR!mo7MYvqD$pu1(m{`2 z(kXKlPgN$N6)?Ed=WL{|5c02e@*DIMbPaX8?K^bXhM0;SeDi&vo13bQ-W2J_WpqpD zbsV!Lb}%c0FIg~w7E4n6^j7floy9)KX41R2%v-T7Qldf7RE~hb4oz}-ksna7m`0_S z7+6+?dUE*A5zVsKYhUWdU3*?VvMqiijLkWp{tnX-MZDo|R`xG0C}!%wIgaF6>3)}=Znn^X%wssSY|MFNJgpK6C!b)D&6nlFlU1=yf90B%+%`q za9f4JhGP8KLy>7I!e{e}A#^b@+FF5=WeX`J{0b^~9Di`lql+pdQBXT{tryt7K)s&WK+P z1zgp!RbL~d6PLa)uIQ9x@6y!J`s0kpg4gee^26VGVXF)gUkZ`@?qWIL1kr3Jw}wqf%ipTNb>z8)XhWIH`~Y5B#@w>vPE4}37GtjIES#e-ltLCSV+nn#loBN>4}Q5|$h$r?{C)z@95>VVh|O973vzB|d4{4S0MR;=&%hViUnmLaA1Ud=$E z=krN#t`hQ8=GzlfVgm7mhyXdy4QZlD6_}hYw#mEi-9UTshKd6U=-8+9zJ1XEBZb`O zTVfRE%kha5!(4vTL+Noe!K${@Y}E`qsdZ=1LMVv;MmJiQCbuZt3HQXSA5H3%zvYIR zH2P4yfxysb8uhwOcQsxAI6n_#EU=& zXOM2}5tmq*o!gPyTVwm)wL?k3nDE?aePd5+mncpr|0}<&9|C(znejvdtnEF`lKOqG zTmTnN7JRTlP5$ooXTIyBzhBh6`iF2kxSsKy0jr9Vwc6YF-fPF2=k|vuwS{KQQM-pV z8ZTNu`3@u!1ncI#cJ#d_Um^KNPlf$u3wx9XKnAks@PNa~vNLlwD)iP2p(^#O*%Eo0 z(3JP_Ucn_``*yhjL$vt7F(HtL!S*YnNbt*{ zt2W9O zVwaQ8vHk}|scIPaK0)4-gQo40bw{gjqZEuV{qwsZ(8i@e_~?Ne+$qTi1s0pk10V3{ zi4fxpT3=ezN73O2HreqKN}ROlvCG^r@Q=djMk)WDV?K$he>epw$S;8&>=Tlf#ygm4 z6=Bwgt?eWBbPpjNC86+FY)~!OL=-)K;F(i%`)>N@is9be4GSbcRA74lC)oTfw{C33 z>eC26tDzPt=r!OVn7a`eG|b2pTXJ-zPF<3=w(SyhfDBrax3O7#1E2XJv{C5_+Wq`} z!>_F@m^P3nu5Dcx9^ZO|xCFY53A>I~uEvy@@a|~0eGi2g>D^SXOxx284G?|6;?GwZ zWma(|VEu;@(zNqd6&Qt~>^KAR(}YYaw9XBj{=FUTZ&noO7(bX3QYJDGVy5Sbz(g*e zoqDXkYS_Kg*N60r!0nD9*5*73R67hHP`ni8SIYFp+;8h~rt{5*rnLp?6DIIxS@J|~ zSYs(U2`3t%WDRQvOiJQdKFe? z*DNuryxbi`0wR>;t$elrs;55yU-^36mbK^&&s_**Zw-bFwTPuSg*3Y%4qO4cim2hj z>2Z}nc%@yvSUd4eXBN-emmrW;Mw}!4bIH(1gO2DLS#^Y|;E8sd#3Z?dv&>CC$Vxip z`8T;~NpChP%y4Red%At$>HrbmcA!V1k}?7qdqUh!jNYpn{p<(K{#gehUi~oKu4hp+ ze8%;_=al==+Wx?H_qJn6MiC!ILtD0WCKed!kDq2vaB`nW?9MwEP6T2s0k>56s-Z02 zuR+Y)xutLNANcb4^V;2-zD3y~vtfQlNo%BwLz`X4wKW=y15m+qvjFB8$Q^9=x`FeR}y}3E$ zJIM=%7rjp?LG?fMnIgM5)~rft*hcR5- z@0+LR-M2bTzK@ud@yh(TwGt8c>l)jeO)}_J!7Imt=64dy*lN;h1{U2U+r1mCO7;2x z8w$0y)6+o(_e&bA3h#F*hwes}y1+AK`w9bY!ajs8Te_;F3%-0VJDTht(R4;tW59YjHxDtIctp{#&U1seY7(J-0Mf zZNL4%#XS8{Z9J$RitVy`o2t`4XSFWGS2p}T-Oq3J_q2!se!%*ynFL24g_)X?><`zS z=nD_nHFGm_^G?MQ$X!s?V|HT8+6c0X-r?aCWmus!VX09#!{%XURu-8HIxg#1s7;(o zf!x&a(1?#)N14QA!5fW(SeVqL5#!iemjT?N!cm4D1fqto?g%U3Ef6{M<;L1$rDo<; zwI#*gvmHw<9lKda-m_Qy#w;$fGh9$tg~FYQo7gFjl}Ky_Z5>N(N#FItHLHsLuyRCy zo;TnS|8!>7B(SG5fFbcSo#+7|8)V@$+q-H$CR8pifp}X<&(G~D3v?v0Pj_` z$?cD@Q*{J_wFo+B0!%kIv{*k+A)IU$Q0gNXEY2=VJYy)}p-FB)(9@eHc7R-;3t{Lc zJC7rL>Tvrqg8R(sVNJ6$KgI&t+yv0nZ!Q=ce&ZX>eG1*M-Wl0oI=g>VLhb)kenaX{ zaPt3tk?9Y_;`M5zfHhwm5rbiSjE(?+-2E=S^#*`_-Nrlu_SL`TYl1vbe@(cIBmTDp z1yTTYpd+^KoC2M4U$B8*{8zd5%#iVIve+;Q96Ms-q6O&#rseW~}nihqjTR>aC?P*kS* zCEy5QG%sG(WzA132(bL&n7+y_G(`w=v7N{aoV9t^&rU3W0X-iLgfBO}E2ylj^ebK7 z#05dzS4ORSe^VR_ocCucEt7bbA!NLFQa7k!brIuB0qL@_Q+Be)52S+N=lkb%8w4iY z*)TmUMA0@q%jB3Oo)ZQV`h=t3{XOt=8m0+`RgN~K+Bmz_&DK!`x&X}1$pYm_sc^fh zKX3V_%Z5!c;T|X>)%p1OO>3)l)L%~R6^dgNizlZ2en;%#e~mT`&;69=r#h@9Tz-B3 z8oDx_4(6iC2&;@YyB;WLMGSrkhIIwqQkHB>=rN#HMp_;hi>9Y+4>Dm0c20)U{A;YP zRtu7i>)rS52cHa^DajNJu|6_8(u=ho8Cx9I6R&>-e?EYAYX}_+|14hW z0?wIwcjzk&AuC$LDu`E`l)t=?8b`R-KXpkk)MqWq8!-ZDr->UcN9+(o7Yn-Ww#QtT z9T4sx8ei;SydhpysNQG2@y-dioUY>5)mVIL8Y6;HZY+KdzHUozofTYI>|&VYZ83^`nLUm0hS3WR6(21vBMGehp~ zDIeNPE-6mzIcn?$LVy%TD<5Xd_FAY#CbWIh?qsD~f#`K63oNq?f-xftWbVnL(mdM_ zrwY_v_fM88uYpBa!;H=4*oe~6g@xywkp&|Ah^rEH0oLOCt+TVGiz-mfiE5|y=9w1e ziUEA4uMai9zu4(`^H$IViNv^ohINk^wx))`&**q8#Pw(o?-9iourY-A-CrCz&GqsaA%e;KNat$4)G52w5%~m2Q&Wh#{v$l{Ps`*ZBUccQaZM#$AQCVo$ zOi`zM&7Q9m*_&$Gc9q?+<(iMIWkw?!R~OiO%NyqY_Oml!re9=wcC*o_=+-pm=1|);dwiOe8V=&^j;*Kiys@ z+m@{%x35V3_4=N-_;OG0=X6)FX3$bVYiYZLZ2M(C((!Kor`mhA!iN^tn{_#b3xm~* zGpK+*fxu;JJwduCd#BZF=&Wu9SVeWHMRw<+(?{gS)tjnV+Mxj{>nklRMTsykw~Dcc z*Y}8~>o&CaOY1v&x6@5b&v-n|s!7pL77JqN@w(|L7!geD zXAFb2mTbDF$l{UR{%f@WY11f%HuTe^6lPD~?avq>y5kYtu+M zxz8;7u%TbdHI4}Cmn&kly7t-E*$E6n{swldfF1@IK7$d`iw{YDyfL&C2V1Lz_hyP> ztQZ)^DFe3}8X8^*NcadQom%)R4|E(p$crU-vxfs)&LNb6Aw#d4jo<$vs>}nNQAwq# z(7fx#0F$Vr7(c=L^sbD?_dbPrm!4a%k9!Y4*ak(IY#Bz}>x_X~;ezk-b7#Hd3H|wg z?s-g*yy~yJj19l;zPbXj%({pAY*lto)uWj>W24q)eig2WxVuy8%Q@eFv$V zH%r3bIqV)PqZ*!5300%E7E%xE2?;+%L7DQ`Tb(&K^Fp-J$5xf_IuN`3J+cPQ#R@h1mp}0$sS% z!{7Z8@1(ZFa|ubs9W`I!9VyP;DXM@Lfj4s^dv8K;U_?nV5HZS7!+ch6=?vb2F`vDm zu*2FOrbzBonUg?mY+3|0HYR^_(Zc+r9a^cnkl<6Qeh=?y@Td_BEXu`Coi)WhC4A}l zx|vf7qRHq~a6HSH6utl1*RIoKwKhvjpf)(|(w3q@G^GIIu4UeB!So;ZzLFRdLBGxY z=<@th>1`s65#5&78MT#i#U=%!o{PQOaSlfCiaHM!N3g(ffgcUGQOj>3iSW;CpFd3G zY}Uo6YWe4qtTmx(rrseci9nznR+vA6Wo?y3CU1l2n?NA%@5t7m7h^DEyA@@YDIebFzThoJ z46Sskez`r1Y-DEZDbR!9C;|!hFz)tN{gTh`N_G`f8+(nu8-3{cxh^SUjtzM6q=6tg z8yQ_19_6AmDzm_5E<{q;OpK>!Jq-22eI!GBZKe!tMeipC!5fxJ;gYpakusV@Ioq1P zRy#GGEz3tu2?5`3Gt@guYibJ+L3^%3t6Lj#0xectlJ}ySz%bMob47+0`#v|D`EADBO42h zSLT{OyOqLq5XjXCIXl6N**f}dS5aZoi4}aF&whn~c&sSuwz4`7c zzTB;J@}KiCDpw>{ohXOd>{x#^`GKpu-fE}VL1T{dvq_J9=NqtfZcK-A?r1r|Zoj2< zDfmUl*pprB0H-JFdj5L zHea|*1};t%61W-P=>HZjb`p3S6Bt3$)A5d-efFo=#yRKZg9SotjCk(Z{rb8SK;dhE z!s*e~FEXmzQk~9&COM%P{{gBOAqE(lcai zRu!@gI#%|BS*al-J;=yVm4?pBG)Q$v7;59M;9M0P{)1c2h7g$ZDpEwua*Kx)t+SBR znOH82um1q?Zp}w7_J&i9>^{E@0zK#=(1?goQc(p2F!dl)jSO8=6b`@kKd-Q8 zgc<%x6+?)%rqi8_&sS!UD#q#C@s00Ta%3_&I|>g{5Bf*%)_=$=Jhef#N5;<^pA_v~ zh|YnFyXH?R1t4#`(LaMAOC)s^D^> zR>}B%wm`yC8Nu#}TyT)8K;Q3UHPMBQ+~6R{*g}@+vcr_AuB=_Xsm+G^fzg7j5cKV65vzf<1igO0)8 z-#BOTY%N5#i$p^6*|!1Iz$XZGdW<}EULVI!YL?f@(kVwiQu$(qd>|vZIA&p&1rk}QOmOpAoR)+{NrM7% z_Z3oKbDYWmIXlp_xD_NW~4P{rV4L09j`@YSkUikF|!o;jVIyIXV0gJACY){ z$jQsgK#&Qx#VRxQO2m86YvsZQD+Co5(H8F}Q%Y!oPk$f+4aJnqB9Xbvd;uoAUk<*B zg7p$23a0~AZy8m9se#u(B}kxBW6tttNPbMb<|x?nyrVyP~d^c zw%RQd)ONp^8}+wTecELe3og=A=K|Y3b`1`K=L^(revO}?5gckOlXS2~$6rHV_rmV{ zz-1iuz7z;WDNb0cpsM}6uUc4mIP#fxJPm~CvX1k%b(+V5%{6*>R%ft!VwjLE3?Zra zd^hV53M{mBi-e{0BLBP<3YUY-U0^YnMwlTNudu+tXXt3Y0Jc<}gl8vf;RI&vEqh9I zQ$sxNaAq{Z1>cpUX#)(7J7{_4ZYF2jKDH%&$4b}-cy*BZNssO%xUIqS+u2f~!{DM7 zw$=2WSfp<>QT%XZhZfxQrBlx8d+!t+ zDqW|6dG8CrC0+p;4-*RXmmCjq!Qfig!zHfD1-E_Y6+_R74fEM4Je4ZW@Br7)=ih2n zBb;Od$T-_GLw3xT-bd1ai}Sp*PjF82%ZOG_1-I|6OgsGwA#h;y`s|6#bFWrE63eDr zIv&^4$WPe&_Jb%Sro#P}NxGeXw3LpmUG+0$<)UKW@10n^QQK+`OxQB+W;3SqhW!h^ zrF(T2{;18L9~N`J%UPWYBG8vsx?inNpWl&Ys9ow_=`39{31a;~ zoNAKkEwesIh}9euE04Ph0*x`le4Ow3j_?t57$s%_yrAIoijI%TT(b$1Ukc0EHv_{s(mF{Cyy{qk;K5ud+mvT!4wD(|a9{#Zq5* z0R-b@0sx!{V4Q!E!V6&T0xJX{B>+wQbAE)}3;>Wd07e4ZfO8h|HkJpKO*o2nt1_UUZ8CMb^gD>{6NrWf17qT5rn)IYt2#uZY-p{_m-UEQdqS- zZsMmnO#wy+I@FQDV8_AU`)sAf#!X$VTv;8%cS=>WU!IH<8VVnJMP>Km1#P6Kt@n!M zd61v=BY#qnYu(qbiKO?0B<}lJrBKtRA=38!uKq80=Kp61B9uXrnHfcQ<-)+R6lj*k z*;nWqk>KgDOMpQhy(7l&kiZlDqdiW~`hxhe5(55wfAHRqj>v*BlVw44o)25d!`16P z#20AmYn|(8D&gYp{(`~=n(Kei<43kv@liZE<7zqEcbSUQjxkH#!ymqsZ8zeEn|fsb zpthe~gW%p>a7sKa?E1ToDoOG0*!=vZ9`lOyTYnK-BB(|ninrGUZ#OO*8BpHsgYgbH z+06d_7rQnX5`1}Qsh~KnRfH1FCO;_1f8k`L0BE3u-K`M*)5Rm?tR&{@@RJ9_{C~tJ zMW>KJ{Ybymsr>1&e`jpD`)!s-?f+F)r@SDSOIbnlNUHpL2CycG3J< ze${sR`n4QI%7Kq#Yl{!xV>q0gOE`m3A3l5to&AgVmi>61x10MExjL43qBw)JJ~Omz z9o-f(cHs^lUua9*FbJ*rEBU8N>V_^oT$z;QLuX-a-CY+jt$&=S^aEK#=2{kpKVUTx z@Z|t|L^e5^+TD~7m8j+`=)Cn4z0f<~)f?18MaxZ#+jWA&U0uJIm6hq5{e_YlCmQKn zDtgS_4jiWD>no|x^u#;_@o9&I65Fd6^9~o+ktJG9XSSdsTSebsPAhjDe~m?w>tDs} zIPwYT7XVY;C3<)+2*njF2-XPT_)p`#sJF-rr(MF55i86?9s~LJdc?$fDRqM!lnQ+` zi|eOu_~%b9;WkD%ps~pVzWdvf8rIwMQ#zo0E9Kvo0b#l_-Gk1C7REXmgBT7>l+rZQ zoQG(Qb-etaYy;dOy%xnMxPuCTzvR}Ay#&xs=+t-ShrwG{n->#LVjs@CRNGQz2m(!-=MI}8_8k3UtA+r*#}f>aSeYT`AGD7y=J z+f%2j(8TeJ^bA+7B7zrvofOT|=Y5f!`FI;oTa}08{F9y03R{V{n7{TX)zB6lx|I!b zqqxY_Ji77C>G79va^j0z$Zff`@Z>;O^FPUx@)`jO*eA@NRK#t~G`r-$ogH)2Kg^1n zW#Yw&m%Jv=a_+M!0bReEODy5l>iKi;b5ydHII*4lUnY_jNct6Z*uP|MWXXYCfAUHu zsc2q9cU~e~+`tS@e|MLys+Uf10l*TQHAnQ80z%+bQpwZiP0p*~o-WoNk;;^>2@T|6 z;Nf21Bu#O3qw6fN0Nod!UYhmwoG5)YqIHXR+-pFZRRsHZ& zK-ZX+B(MztgNLx;;%v~>cw*?AIRokP`%|$L|B`THI9R~M(8-4*w?-ax3GfkJtS{6s zFLLx23AWNGX3<3SHl{?Eal|k#Tk2nCayWf6+2Mqs0D;<>>r%u}1E!bE1--uik%AY~ z5j{gFk;lbB#5M<8!bdn+|LqKD(X^`bcuN@WxcJ`Z!YhfOXMw1bS8B*OR|K!XpPUtL zw-(p$?1hsEJrY=D^ef81TrC~D1w+oZSnV3yK<`}=hvZWNd+#H5kydVfLz_&nvxX6 zh?`s5iwv=_K365i|Im9ick1$DP9H!SXMd-}i-?p4ssi>jUaAJ(K8UjN(EdW`cvD*3 zHOu_|Qn?ONUBB>?LZXk(DGv#5_p5jBhg>7vg_-%kJ>2dsnd%U5B!W_kBAk(8$$OxW z8c2oH9hayeRMpY$Z;HP+(m^d-e-XUj>vNN#SKL~~O)9*o9<>wU3wu%4E-bMA{z5C_ zcp&{)_MlO&z^ zKLMX`S%tS+Y~^XV)Y62x_^p?*APyE%wq;ypFM}_G$@}lr_cMgDqeIV%x)ZgZnJupKF6KhM4laaiP!ys3Y-pE zY+%ZuQ3kz%p~h(O5DBpAD_<5m3>DM?KEBN@9j5@{Q{4{pn=6^>`={6YQbw+|@u``2 zwWEuL!IUtOljLg{niF`%{JZpLj#KwBlUZ$oE0-BUq=J7aBw?PmU1p-s(Bh%H4BiN~ zriVrnqYW}`9$J6=PiIhxuhH-!7111Z6CU!a#f-q)R*RX>?2UiZLQ z8eXgNxR$Y^7Jrg``}Q8k5k>WD%N8uwwhUJvQqIUjN8V3YZ;8{*vO6>ty@@eK z{W2njk-~WNwl70R7(Txv6Y^iJq{$mHl&Rkp_buJ*zD@9^ZPS8}KUcGt+F@!}qek-c zeyQjBDsNm*9ORfovo`Y2L0`DXxwW^&QxXBOx93NnwRrSsLGiO>h0C=&a!(+1u8mh< zZ_RiNTLODucXsIWZ6aK4Ns))v-^)LVsY?)9KWYE^T2I--*l4g}RAh@4kcRFu^yM2k z&CeziS?QYm-&z@zgyH(2CSg05}riK{=Yu6&E%=^}tt+P^adfA*}VwE#^FLKS0rx<|a zmD(#+cT}W&M2Q6G$lolZuEdjv=N=%Vb#&_#uAI^MwL z$%qAFrg_Y>zP|4eCEvQ4Stsa4hTr-9J7W0M-|O477aNO_`W*v(w=IPR>GAO~8H0Z8 z)2V;DH13oa^i1z7$1)k(EvnzS`=hXMdO3KdY1)ao;mp~^I_6GmRq;O*A@X06z!<*I z_kL0-@YQ7$e80EWJ)1G|3&TW)F;?wj{4vg4`*xpm`t-ToCwwkj z=@*RR5rNH_VH|Jd=5~_lay$7&Pu-e)U)PvF<^Q7Zm6%-D5(&M{dOF2J8l2U1HaKyz}500a)(v2drTVC8iO&>S94-OC5MpAaUw?@AxqT8X$Ty;Cuq4^7>cQ2#kZ*j2Tibn;79ivgU)VKsKH zppj}^Qdh?MM((4Mr8j0`jgj|0Vd*bHY_NdC;|vtaqs(fo!Bviy6184GJUs0tz-9^$s$ zrdh9-ScVTVyb}3f$;K?Ik%eq0Vs&$U#g@q|j<4Q!Mg(q`zPIRK%uu%gWmSY@4xGQ+qwmEA7_& z{5%hY^@ygT+Gj7U_91(n4Q9n9;-oBv1`J?79RHY5wU+%Oq29f?d$~oMZDor|27Twx4Y?aGh zcDVnB<608}Ng$0$t+;m_ChG9!9|OkVeH$qbBoc=rEPk_vrhH>}PYG#^ZLP=4#~Ig= zMVOoPBIQNA=!ZmZx;JkfIBzK@64p4IQBsh;k#&+s780y^n=2CHAdZU+604lq8o%7) z8&*8!+`vhZQG49ga3ZbxGvUNl>2V6(4wKyNn06)d6k^-@v1K;S8nFt2%b05u^Sg!w zY;5?R^{hME@)z||=5JXh*I}OxgXA-+VasSI{*qLUNIY;IE?9EvX7&Z%2-#{()QhZF zUC1Ii91syU0Cd#RXx9cQuV@j`S4Ar4-hegTgG}RDp~S_TD7X~!qTw_{74`yLkR7XL zilCZ_@CR`g!t_{RzCZZ_$yz;a7M3l$+sWQOLz2-`NjRX*CMk99YMaaMqt8Jyr4obR z9tNygvuy*v2H&4zHguqg6GC=lJBc6SE%U~^F($M!Li+z@gX_YtUs2{HVW;?oKPawJAFaSOqJ#Kzlfhn7*w6)D-ECAy z5A8DjU5QCS==`~5Dzh7-TUpuIx9_nK!wesShg~#SgdQPfc1qsKhf0TOc^JjdLbK8I zJ2Xsq&~MLy$85rdeG8+d@%i}gpV=n6>HJR?zvvFdH48)81fBK(6sNws0UGDGq~=;MwSspL6U}-}83+ zhi}pRvf>Zy)mTt1qrMq(>Nkelk{$7I5V;#V$FE*Oxyz{-F3};%xjM7b5W0qFH)VLX z6nxbAHx;Uafj0Jv6K-wvigx;Eh7{a@HmH~=sCbx(1yzUT1n_sT^Vw>_rXp))-!f1fl$x05i zdyzm13$}S4vv9w`_ZG;4JZ0na2Rc6nTziYUmH^#&703N>)b zGp`ZnFzg6y-DbKs85zth*ehG>FQ`LH1`dZ>YuxRzaRLjv-y(0;$n^`yuBqB05f>Rd z&ua2(!5`Z;c^0$Mtdoe9l2Zx=CtEz%10F6gy>q>_KlS3oCYi z^_P~rXm>-o#D#mnUZR|*5Y8p?-X3O-IIE+Yia@`ZvvO-C(X7J5Nm+~+?Qo~;R<)Qg zo2v|yivQ{6cdzMtfyKNfhVUy~D8W9eh)DXaYHQ?^tjhcEb3qgM@9jkBUOyZR7grEY zbEBaZ*gmA~eeFo8W>=`*Uh4cS>ewg^I&z2t~al{$5 zlxUa4g~QM$q+wx*N>W^TG5zzvJIwJG$EO=GWnSf`wD|HJqgz1&X1K873YGG;7-Kv) zeeYrVxL5O+g)0<qlQuEWKd z7YmBtmoF)_utSI09G3Sl*2LTkx9qKtarF@FXT|hiCl@Qrp=eB5q1vB^u`=*jG%a%Ag)_~uK25nXRDqRsgMr-NcJ}( zU*t0i(>QfnP=J4^3)%(k-Q;cxM}K7K=657VJTHJSkYOvqGQDs8S)6aAY|mWeW=9z_ z=WFg3=k{kOV|;=ZDC+5`;+OR& zlu1TnTCqBKSg4AKC&4s4WIJEaj25}QP*LG};{<>XxL;-x?#rHj*;|_O*C39p!$@nI$EMEO-DvsXN}gNB^dXS1DiG}6@FE9edMFcE`-!w&9>r)prp=&_P8#0OQ7El zYRidI`Jkj@^$Wps9NHSlC~;=`TZ8Ze6B<+V^fWg26Oxo%nU{WI_q(65Y0HozZ~}+< z_6A;xw(+zp;2MQk;gd4Z4E0z^z6qH)QRj>oH1-_lXaT}t0P`|%?z80c!n^bQyt^9e z2jQ>G9Huy#9L#hNmB|G<7kTYxcLieYFJGp(DFo7mV@ExQF^#W`+)xV%Z8XwP@e6Z^ zsl7KLWx*mC4atWQ48dcbTc(dd;uPZr;1aJU?ylR#B^__Psv=w~(M=D&dZr zk0I&G;eR;P`P0IFcM>5cZ|b_JffK%++8e-dk{*#xe%7W0y8%l zq0{`7^QYjqRTW@LsNKz*O%tRWj`b}OhOXb541#I^Wj)Rcb+}6Wsqljc?$PvyQDQi} z3!emGnup%ief#Q|;uctY5oY*0?CZTe62yDIix01C1$uDGYjj9;*5RXecWi$ZNTSo+ z;2sXNJXtvq(G2QD4+3|iP={2S*DuxeiC)&)8M+XIzd#y?olT^kHdGH4jzJ=uM&AOM zV_3(fp`=PM@V3w|7|CJj8e?8Z7h|2^n&v9EhH`{nb+`=?g+$ehaY{c^8=bIm+cFButG%F8N zqiE0n6bbj&=;Q*hF~H)q3e`9&b^jff!;MQCXb-Q-l}6pXy}^zG!8*xzN?%8NqQna0!d1EIA&mAS=h}B41;y+WkB3G(r=I=3i!JO_N?Ymj zTxz*kq449bIotrXOYq~Yr;*&QxPB>it0JbjC&CM07*I57Dq)aculw{J@Q-}r6f^u= zxnIan)8IR!t{qLmX%$RACa_wuI{3hJN3j`}+y@%HnI5M6PIgTYiM#!aj)XjuTh-hx zbiMrGvBr4xc+`RYEqxN#iF77Va`idAFmXy#>^M(iWUXi1vgead{8=FUOvG@95#`oZ z!=nPK^VQBZl&c-2g3>L9(m|sP^XW8;;KbR@8tw`a4LK^~3yJ^F&Tp9e!m1F!Q_%i#oHF*^wBa{?8&-2Yg#5Q%N%JaqP#edjM}p}@$ENR;nBX6h zl$=#doz(joH9zt6CJaNTLN&G#{5=v9Rz&6BZD?L9+Bip^oNwAK^(0TitG-Ns)qZi< zFbKstKmvleCPfXlzDK<1^xi!`dBs!0UEu+3eGv($M0c;$C!Px|u9HMnMX>_`%barX zG77&cZpJ$H4-=4mVmT{)IB_V^ffHWcKm8m0)d7ByR-d#Iik$AuTz?~hX-^40z%<% z-vS?=gckagE}go=X;TxT8Yzq5DxX~(Y}w1+5xUc*Lv#hpC69lArVG&FIWutva%5D~ za3*1$bGWteWs^#Xihi{i))`Ol-GllSX+z#>8;6Oj2G6%l)GkOA$M%)dyYI0-$W8}jCOqZjJ* zZidU)AQZg=Gp>agbl;*4a}dgvB)IqC`;yb*>r*;BT-tg_zR={pR>#H`MgLA1y6Rwz z;zS)DP(Io<0H<4XP4y~s{bu-D6fI><&1*^n4gYbXUp?jX_E+>fH;D%|*LtG<7&A3{ zbkH|>9+tf(zp~i);ET0VBBu;OJpOE&us20rpf6c9Jil2Jiq9DMBj;FSw=srqk-c*N z0Dr{OE22>nZr%6LD$Jo`)Vch*!M$h*V>C6>!{>;nl>yV~iy7e!iVt99wI9>=)et0? znkoU#sm1)kR)1~29<^}co9+7Hj*;}eW&zvK-uc=In8de~&h1`b*7z6+$;zW@#q^SJ z)3Z!O&{xjEEU%>@drA1+C)kbJKSP3BwnvXO0 zhhOj*y;35zezNw^HRU@~X#w3xvJ)Lngr4B9gpZKB;?+B!coPp>MpKZ}CS?T-!|kNE zS^Nl_-p}2tEN@$&YJbD_IxIqg2%IlLr1mwK5CZ!` zRiQ|d@CeUovN3jX2JnN|UbZUzGmrgNM@VA{mZ47) z!URfdCLTd__mRdXS&b5bHv0o}&)2kxa)dezd;8%ppESzc#xW*lt&rKjl(hEYPRg)=dBnT|Zu^VPFV%o;~+@ zwg0Ge6l7XovyEK!DsLf7v>el!QC`WyfbkA0lYIO1DiQTq81ibpp<6Wndc^|IvSlg`@zwhN9$9N`#`3oqPz#q%GUT@tRI4UQqud6fJpA#ohu$9k;yK`LSNv?M?P{0kxCZ9k5ZWG^)@DB1lo;JVej)+*0wLu`%= z$WzxRwy(q5Aom~?6YuxMLoBj8(O@0wgL!OIQ!s(~4>!PxA(oQF zSZ8{%;Dw%!#Zq3@ZJX;Zby_`67nA@F%LA>uJ=(|271rK)MeVubF-(^o!CMZBrGziN zR?8A%v6V8O#k)8QmZ7shN0u(e_J3juzfLb0%7;5VcwTDg^zPQHX?uv11L5n=Vh?~R zAaU)paZRFG38ptp#@KZd(Dmp4tU~pFS*h#)tsN~6viz%>^*X8Jzm=f=Kd^rEy4LpJ z^|k5rs!48kYd2Ny8SsPhhFpm;^h0qa^!dKU!}$$tSkkX^-em6R8oj0kOS?gEfGogZ zw31tIhfo}=z!Tx?D%}a^&QYNmv&D+?8`t+Au8lG_AkakkK!OGyh?zW^%p#mM@46@Z zl%Z*pby#9=jQ91e`}6=VEGEaJF${pK#$%wp3-dfMtfh}RqVwB2hy^*|=S)6#OT8Y} zVb-&+_fG%*xYt&ZL%|Tk)zg7%**i3^Ew{$UjJtZksYX!P7zzbGr=5y9f@(ZX7x{N- zdgQPfuL<-2RN-@a{ptyH@&)kWnD`sVIQ;$D;H2>$~YJrhuQ{#yf_`Kvy}Cp8t6 zKkHKoBWT0@=W1U}(R9+9ckQ#E8sGw(>#Fgj?%!vLYp(SIqsIVZ=cKm&Bz**^f^apC zllmQbRf?u7@hZ7h2!8G&JyAYkFE&K!nip`x@%>XY)Tbn3@@Vt_AtO+4hud?)N%E!28AwqVxqk~ zTuSDOLSVpu-U3-msJd(jYO0)T{ax8N7XQgk=Gng@Hg5jC7SOU9t*@Np;Rp4$U0M~N&`D|AX zPvUm(EriQ<*rjP9WLlzJ+Fa3;p+-Pd4j&i-_zNX{Yr+kd(QSiw{JBH}cNO!250$}| zJ98U7K7Y|20h%Gvp}pF)B_=RKM$#V6fpF(0h{xq4)WnnB=g6LJ(Ie;((O>*CfFb92 z2!5>?KAH|nak%nElD>ZjR7Q450I#w#hmjOO=p6fIqNup{@_fFZ&6PL{OlWBS7u7eQ z=DM&=k?~)pGD*ERgtgQlNe6XB1AzyN8ked>h>N-~^l;}opJxcq)3deW`!3upT8taN zAom@A)I{$7mn=ikJS3nUh^{3(-wr#QlFQWT(zVf-K2R6MKP5z~?ynIBGZrb{5ITSQ zTk%C(08gZ6X+l9dZr`hV4ooUAW{!vunzX{xWjNqg)i8~bvq(wP8YS45m!kFjxjJ8| z)+Vgs9=~7^X}!%2>A&*@+zI!f3DdaEce^>?qy}QwSaP*=!~lg)+tU^~^ZEIZqud-h z?SS-a%yAcJs~;B4KF@#pK4*;q$|?2ha!Um4Rjlu-k7CnaORWosaB6V=S6lZmjmpf~ z;SJcYBY3{byL%nk=s{z+N7wXv6{F{DPHO0D@IkrcpclFgir>~T@ zmKKwG^UTkN=q8Dzfs`jYb9Y}Y6<__X|8QJ!Z{}Ay#B`@rW0DhE`qGH=O zVXquFl9o(h^=$t6Iu=+tz#lLLH=qDYPtx;b^-mA#?93mSz&i+KtOYnh5G@xf?vrwLIU<2(jT~GlK2Z1{O?g-uQy;ilwj%H;7b7+x*s<0DCtLwlOc`P zxbB@|A5-ID-K%^8U?K3&%&uv4AM7*<5=(X9+t5Vh({8abIYnn!E!1gX1}kVEp8AxW zR<9fA4I~54nK%4~yz;J*Z5LL(IX2tpd@d_{Hn5Sa8iuX_-z{#3U4j-z8O-x{7KiOy zx`ZXEq9(xdMG=FPVciW8LR6RCQp@Aduj)9#(ND!gt~T6wJ^pQqMsK5r zdwa4Atce06c4t zUWP(EzQMcATz{ZugI5fA!Buj@km>VtzXkLA{2i{|Zb>Z&@qrom$uE8iRs(Q37-uH11~sXL z8TEF|SxZ+;xWWj0O&_UNTyiz->5No7LXYx?ji%5y={S_bb)jafz6qMYEeR5w3gE3$}az9n|ived6!;EH^YLz;eLXhB5ddfY3a zX4}fT(WcH3TLi7JSmvm)Wyx+QTqR-mqpj3ao1s5xs8vx%Qc(NTS9j#1r^8YimE8qU zb9?lKe{DU+P=NMAHBvek5dzLqB`YSN&|>)q;%#1(6+3*EkdjP@^}B%>;&?I?6P0a( zmh~Ibrp`D~YdvDH4{FUN#ZueAumA1A!}Z;XJ-L%`v3orrx`+nJ0vRYbSd|-^Zb|o~ z_}#~dmG|;2KF1#1^^MhG8bxXII>d--SI1~E%h!+e+98L3@lLNFixN*@O&ZEK$&yn+ zq8{O_sC3 zHRQwTL<$66->)M_ojxqct-GS|Ggp) z%1Be3H+g?+#Ji7fm+GPHGc2e--msr{Gxp;*(Sn6XN(!mk5HZZZZC=$Mdz@Z-_Xp?L zr6J(xv!W9Itd3yKz72Qtamd30ZM7VwOt;beYQB163nQuabBN2~vy5-dyRo|*oxr<6 zgfRXFIq|U*{>+7_^9X!7>w8!w7lEm1`MZqzsiDI(CMxqq$)C2PAf-F%dY#_{mh_z$ zrLUfRq=9~13>{OAgxG~R8+}8w>OQ5{9ou#62-XwHKegh;cD%;0G(uFR8E{Tcb>MXO>H=b?FL8@ghE!`8z*@ZJL{v`hxXNU71N zOYno~XZd>!iapAe7w7$56BD8nxg;Ln5u$0|V_q;D&x#-ElL+k{>S}PDl|bw881F zNNcpJYW2lXW|=aT_V6d++~JGq)b*fC{4<7g+0$kruP4G!5In2-xvjp9*^7>P{ha1A zep?DDmmUd&cS;M&5(!`XXI_p;kuru9%g}-uDCRVw9U-JNc%Yq8?F$$5c=XKM<9%e$ zC2gz0)K$TmDCOp1C;aN{tM5uTIZ&YhoGK7$1c;V~m>+tE3_N7eXzgZS50902$)<*6 z$2U&SEYkE%8^c@O;e+h`uLb=UH%F3`QD>8@sd3W+PhR+66pYKd@s5kuAIdb9qTeBn zpZ__Rwo92@t~agm5%KYFtjRq%O*vFkfO+|FIzY%>Y`FbBj$3xTT&J&!6IDb4`c}UNGCL)?TrqRL~OUm%IPlbgTZe*g!$e4DeR424-{l<3shc zX9|Kq&<}H}T;hh2&^*0O3l3qRYciK>7)^3?th%)xBMCF>(4MV3*&Q6v`5^z#BsSn7 z(r1A8wB#Rw8x_%{#Am1Ti=^5!^!NJ<26sSkz#1BZFei`meTL z#u>+|zejAF)~dskboVq)7y$vjF#U4t=A~J+lyT|x!8P3ovJ->{vN066rVS6#fDdvl ziogKTVXEP%!MCbm6f&6MFzmY4wI1Y_8(*JKxnX!f-2iaV4R#O?ap+!Ua(DvROpM|! z7~4Ud?weW~xG{l+{t>1TUL&#yDr;&fv@8z8`PaozJIDsmuoSqa{I6@`!$^DJ+Qx!7 zjOib$D&7qvi$IxWqWt;B3Lyd&e+fuZk!IC@E+T6_552RF51I+5O)fROCeu1WtN+y~ z&^|rZSVu|>_nI}H(dNkF&A^3Mz4@MyS^zg1GZ#G7Bb3mg%6K&+dr7x9q=>i; z4BQN2O8zvQ-G>l(f0S-&Gx8n~W5+mB`tr;m1|cnN@oHe5n;pzxA2MMv5^RjDdW2V8 zT*GH~tt(^r6z z#N31MuZT76d8g;>tD=h?4N)&O(5^0{@HcEyu$Vj7&IbpXd~w*?#vFfb$@b9USgDpv z2LtVrFif5PuivBK88bgr)xB|U>cF!mxp!k~ZQqbW3T8jXcg=1A{r=|M8ZGGCGqc&R z3l|gc{2tZ%>U7;__GAFUa&T{`@^v$<2R>h62@6qqU!T-htH-Je_1U>33F%+UHp|Af z%D9w+$e~L0Gpp$n&&B8GuBOaREEHjedE;Hp`if~ox}J! z2&$Z24HD<q6`awA=(dy^xn- zag<9w~L5@NEkpVEhorF%<1p)CHgYE#T2VgH~}J=?9AE;RP%?Y}N8z+nMQ=)Yj@ z{(i^!e*O#Q?(g@%&cOft{I?qp*gOFG_5bCL{#FG3cj;g%`TkQz|0kdTFD;ihby>rM z?!?fS>9F1J0WeTe}oiWcv-4wkgdlhUfvtoBX2Ed@AQ-2wc3*NzMkrh(&AO?a+YL|HI zmQsDZSS`GrUK|<3CzhZwK2IeUHjAV8aov4e#EQ>a+1Fs|QJrTaao<59_{* zqkZ@2hv|=9fznquq6YDAbN^C)^k9MXu@gT(gTSZH-I@zgW`i+ZY%QV9T<an{tZ}i5n*7TBn=kU3yH2XbJpyg`$XU~NVDbI^_`qd z$`|pNX7tDQ{?@(#ENpq*tD7nSdIEUstcxFl!FF$98Xy@{#1nqoQuRrhlNaOBDOv2z z2Ju_TQQ#oho zQkJE;_SsMa{rh*Ffh9sPl3-tt@aX(|&323uLqvKAR~RrLb0mR2hGhvU%wR9XFy8^O z0M2AU&cZmDm_bl9MsUCvB@C^2n8*UA17IQmvkM~vV_|r~`oG~uKW878sa!g&x0vyP zaU@d&JhJPxPN(etczQpoUoZT;Rn?UyFR%6DoLnlmQ2~?Yx2QR6>oO3T{?N}=O&qnU0YA{nFTmW!*Z$LOxa4Mv!Z4f zK8D8|FbXM%ycT71`yLas;d-#k;MXDk$-R{Va^|V-6cV4EP^MzWIaIU4GNXRpN!B;e&dLsXUZK8!*1V^ouZn&qhH_c^U8)u>C!l$%wQiJl}}c^~2)okdm2 zD;lxs#aq?;*H{p4Zf6sKf5R9HICF8O zLzVhnPF|Qqc8&1YQpjeHQ)tIw5wv5&e&63Se=ZFj{ zu(YRm%$l4WvnDO|7=9Jq z7(($)-KG3bs~yJUa8zYszo}vSvQ4!6f+}wK{2KzR8SeO&Z~={MLbetyh~k zh*(`_1#+;p`+d(e0%+muryp)tsQVf1CGOlZfcAGW1!?Td`rDd~%kS;H*ppy&CtusI z32R?bT!GTU+&at0mXcoy3_wQtRnZ-4<#O}+HN)pEqf})LPp^{uJYKp9lq?6!EQtiF z8wQDo5fw|4aRIB>_sV7h9wXmji%6YwYN-m-3QIswl zlip}|2{AoHAO2>I7enBGr;8gl__epVW%pCFQs&rTr?;P@`*!m_^W<7=#FQ)P!$F6i z_u{g754CqMr&Y>8$*mecdVlUcD)Wz?8OmS)U@{4>jif9Y*v+NXzKu5sZMfbL!1D|J zU~6qO=s|6BCG(tp`iRojfZOhe#C5S+LT*D!@Gh2@+%va>a>KZr8*aaA21FJieYwp- z3Gv!Bju&jK)_73yJ2072g`z3rcb!*m$w8IkpfnV9A}DvtQ$}Sv?7|AF@v(0|nNHJbMAB2LQ4kbik${Ah2>0e!skV*6O?W%ZvYFU-Dpd}M_|hyO6$ z{Ja}5_4B!Bc<=jtRVth5Z^k#rgL->nW5ehg2Fw}!<}Z;O-Xl|@HIq{PHha<(U=>T% zuRcSpUd~3|Qr|v*zx!_qGQbujy7MH@*ZpCcIk;kw*pZO;E}f!#Bgc0fn!m`QDG3Zo z!4(-22at-CN7(Xy3Cl*c`!(E4FWsa{@3OWpSK@$#e)GbOb_srehCPT_>VIF}P6lGi zx)eaSa4*{jUv{6&wOAV!Uet)&>@Pz}FQ1j%T$vT~sLCb-TUur@vA^!hqJa%8E=(r` z2{^c3KcK7HS`3Q5W+efJA}hjGlqiQT3NwUFbT0Qh!9uj#HL@Ek#x-Bt* zvo|Iu;yU}eS*TT-v3efIvm>U(fFyzGi+y@~`$tri7`RaCqG-mVr_+5ui!AD50N%o_ z*fKIYZN6Mey41d@&mtP$S%P?ktczv$C6sz8J?&bEo1)KLJk-+?-vpCn-ay>Qcf4YQhew?gG3mFQw$EPU&Ka za_$g#_aj`1PPn93FNrbwwJ!$~R=c+wn=4_BF74$iRd{cx4UVqt&p@y&vm ziZh5i{2hD*GEm3uUlORdp_m$S0C z>DN>#-J%rbk2;z(R$rTvx1F6GoObV=l-Dv9$slw!frOF9I9J^}=-O68mu_@l*uW0+ zI)w8kLu8U6X(o;{SrQ0Sh|1NI{p56a!G!@x*1|OW`8l$O0)QfoQm7H``Bk?qC6fN( z>Gb9A07Z+lP0aZZ{Uk)d43If=n>x94bsw)L14$zCUU9de&oV?nuF>&nirB0!yRAst zn`ybSdo#|J4K+1KoEKgBON?HUumFc2@-yB=A4;SKOreB`XG@2OL>|6(H^=NAWUVI#1D#1K|6pn87_!wCd?LgXM z|-e0N))I%skPXF_VA9!v>k7jwz?eFAYZv%5Uk z+&ySPcyoQ9w)SKkINsgtKey!c3KszD-#WP%w%(I(_=KS`wg&0Rl*N9J{iPj*8;um< zjaO?{N6jy^3A%V;JO~Hvt#qa2v*+ask8NRbb*A~{m-jACOp4X_kVq1>;c@%jKE!QU zbzXEyz^r;gt9QNT50B*Zk=wYo-FaMgkfh|{Wfog44>2zipM-sR8<={jnhk!Hsu;}E zc<@dfsM&iqy-8;Ec(1xricZMcy1*XFO6t=}r#UBnHDpCKm`8vh$Cb)P*F9}!jTZAWTFUK5`RdYY?^4FY&A$`*DOk5HA>$=J<4l*;CZ*N9`TI&CzS{hCcsc=Se=qTS z!FHynSOaUpj_cIi}bt4$k>;=>QtCcmFvcB6W$3pqVmNNdHw59IwGm@rhGcE7yE7n?WJmZS*D(5;m* zFP6%A0XaVUJvC=X0IL_H2t%2 z4;DO(Ue{}6n91>Z0cnhl7;+g$rfV|@eu2)Bme%muzI!CD6 z%8A1W^7IQ|=b~RdfX7-Hq|7f+P|j~iqBX`x#-w)A$x4yNeZbEcL*3?0OF zgfzo#2i$s-`>$&9FD}p;vdKMF7vJJ8^wI`=Y=xZq0>>57%QUCo2u__Rs4spuzK~^y zN$eAG@^ZnneG5dQFvwc7N*62hyO*!engzDj*UA2f->1g{ z`o(k)c=s?)qrX|m|NOj;P+|V_A1^1y3HT2wfBmTc_(T73t11IM0O_ZHanvv>^3Tuz zMcre(uNaOoPH@cUfBgI($5aBG8ki>k#2hsK{qrxM*BoL3bb$L7gCO>ov40r;$6rhh z)@eub<6>l3;j9}8`Y955y!Ip+!l_cYUd+C7&DJHWXkj+ZZ zgnH_|%8Sc;wrzr7BbvYZhxHcj?V2Pyk1zcsP&6PZ+<(Uy1J4KWJ!MzTgqJAR;nOIV z_&{ePr29S~dJI!uj8Hs*HhkZ1fd~0VB1V9u0g<<`h6jI=G5*0IZ%iJ{`7Z@r*>Yo~ z3`TJ^ZKF7DZn^SalM)TjA?!QX&C2|`zbl%N6xqGTF828le?L+?XZB*Rtr?x;m7^%1 zLoOpr9n-+Sq!H+GFzoAl3z#jS+dGFwO8X5-3Zmmz4%}@=F57$c?Abl_gCT$fSSi4Z$9`lIB6x&$4Ewr~A8;cmKAV zno1`-9s05myqst<$W^PV7By}1(lvG;60CL2Ank8Qi4}bV26|;}vO}(#yoJ*y5kVHp z&I>v`2H>>`;DCw8yZ2{?e-}Oc^0UG^n&2UsGa|R`Z*Dek9^Z7UpebK?*%#;G?P0`IUNm|_HX$1*`DmIZ6Eu;RJD(x(hW8S7zpe>B+4BqgGR3Ssxz!y8NZ#&yF-t3)locH!nk zcy)IEtL6IUQ?m6P6$+>NsLEeO@>mQ+crExX_<1@Dk8auukV(!x_>?gk5Yaf{W!F?t z_Z(C*el{*#@9B#R2~xrWV}UtHd>r0;G!O*Als++kTppyTKPZ${Tu@KHn@SZ4yUhu- zxPiq0bn6|BKZg^f#56u=k_wwj{qFUrt8?;R=p4nSG+U)43jca!YbF>!XUU*c_Di|Q z>a@m<1;4Ewlb+`6Zl)(+&%N$Sr>*2>19X7$ovip)=HE|)VRJKPp#mWTa@%m;y z4T9Wm5sNYIp}`(fs_BL*k-r;eB;1$xO9#8heI8qzsKunGLAkl3FP@d)`-ZuB6!V=}VXHVI5Zj2e2$^cV=pp z$2*-2P`o9@!$G=nK{`}jY1#X5K+WwmD+)>6%341-AN)8=^PoZp&qf^69?Ix|f?CdxUrGc&Ht z?*yJ$Qp9UUlwt{k6A;V_j%GyDMBvM$GqmPW8V;n2LqHLEI*2G!WO{u%TV_66dm#qZ z3i0IO+NCF0e_wAYLP>GgW9o!&Lzx9z(~>LmoY-Mpi2z`M{W>4U?L>{lFH>}@Q<%34=w6GLe0DOW#-e*{Lkqa zt*EdCk+AtQI`hNhFlgi@Jgc$L8;&Qs`IHUnI!6GQo+SBx%e*QrkG03**(}Lljr*tq zzfi&bfCIB|IyfFw1OT4z_$#Yme{B_!ZvSp!U<#oAHIG9yVjY7Ge~*a4BJJr!Is zlL0^3sAvFbj*+MQ7<;)l51&>_XK_Gq$I6EYu`I7@{x4|G1;tDI^a-aAIDVOSEp zGEFohngFrRLXLO{eFGK(D@hq6)x* zonFJk&aJ^dgW`2JsqkqTHp;=#ALu15fk;61)Ynimc783z5BfRp*G_qF?|msDq0#G? zDDm^{Q?O@RhPX;@azqneBLs~|>p2wE`9ob3@}+BosYCts2l+=0KE#M*H~nHBgUvNH zDigxrFgT9L({NP+S>=an5IQo0iuo5+=2algO0=MA4NWwE88pjeu}?vhW?)NbkDPP; zI|a#i^HWZgpz88nZ7)7wYIu-d8E+gS&rMdq>d<|LXk_Jx0RxD9i@O0W4#AYuXqpOi zcT}f|_IG5>h(MYo$hJVDfYC*YO#BW?+B71Mu|342-ymwnF_Ch#h$7d`adK8T;$4yr zF<5*dtO6CdTHH7Km4BRYB&ZwPbiqRUS*K0HmryL(m-@1+N^qGY}>uZeB+r!wYw_;@G@*t7n_am22i+UU5f&xLOIu?bftiJ3{ z{rE@}!a@2FmP%s3OL_rvp+;?t>oweyPiH3>yEa8Bo>(C3lvRdYT?j?0$cSxkmB+sI z5y|+D0BjWT#wF*WT~%hXgHZv-2K6Q}5!Saad)g-Hv*^8_&fFUdC22>Pq$D}tSF9$~ zD&{!k=DbI|+Hg&OTm4l#!S%jdnx)h8tMiYvE#3Q|k+AVjxpNOqlA>W1LtG$mi#<7@ zdT3J2GT}Xx|65>IVK8UGlEf8Sexg%>IH4G1`?48e`6o_;^Jr8z?oM)!4*%Sp>m88j*51j6|!BFmEN$-QLaB9 zZ3m&eQYsS&&XA3UG?U{|-;6LVbB5~=yQT$2-;&X6B;^2hlhs%WFWU7q>;uwfuvLZM zxL=&V^&cU=vy0xO(VEJce1~d@tFSS9UYksNcg2VZFcapBS& z8>C&J$($VUq#<19ir~11TeO2%23mvzYh;ES_?A9KqJZaBg%Q>?T~&rI9;3YGdM|(B zbgJaUzk1#Rva3bk^CB*ckP=k;#W|$}1SVcBrMA8w`&hZqel0t{zCcjek)I<5t3aw0 zAD1ZlHSkQld}u~|f>V>pJJG!=9qMG;8mP%SKYrTGJZmUo>L*@XW%x0-MEwTzh^@Kf zZ5iqJyI&n4#kJ80aTl@`+RC^ueWnZc{JQnK<)0%*@l zxiW;fgDpUyPQhh5%zyoF90k}zQnW`EV6}nL?Ax z&$p8|kl11n7E%BvpRYC}Alv9huCU^I&Tk2WTLQtx8nmPD3w7k?yhA^dScdcf8q(-# z-GrtPhDW)F-bEOjxX=pa2Q0wzRPP81JeB>PLFCDXnRPE62pfG~bdb(f!>wVsOoV}_ z;?uy$u})^g`+4#o2*9lpzxsQl0X@c6ixgYi4VKAq$oPSTX zx2=z!pS=;h^)@CxtMbHlGt&#WCWmv{kWUz~12p%D|qh%Pa7o6CYTD^YQWx^#peC2sf>Z z_mb6N&H@*xe@duC>AlL=xROe0<%ADe+pcY`(=(2K{@r}6w?Axmx+d!_W|#VsG=Zgv z&GB0tAZ)Cpc?Nt(vFcx~-F7H{-&^M>K;;;>DhQ;@_&dWxb4#Ni>h1-Z-$g0Dwun$S z7d#49^W@G$uAyc(yDRaA5*V9mMw4QIhVpsm;1`7H8{Vo=JwFxf3`B*shKYKJFvb$* zhNie9O=`c7DNeJ|>uJEhG?Hzm#~u_!sY(3K9mC}lN+toFMu+(g76O2Qx8BoE>BA@a zBp(R=49kM$pX5&mlX@qaN>(`$S;o{fe|#^`J-C#7(m`H*34QQg1~*Bl#wTh z)q}9wmBYub*1MvR>D|twOEnwK?@6ZyvJb57rdJp*Tkq7+VovbUS6o$juJ)B@G>0 zBxnQKx^NWU|TrOM)1hV`3%;p0XFZu-KsGr8diZu+AnyK}yv4dz`0t11HN>)9u) zgAiY~AkN%tmq1ElE8NC-FnmSaF(EFxFZ}5}K+xdZ$>&?yfRo{!l=a!b|08s%@b{bvHR_AFPABfn>>J<;p zK;O5kRP|}|3KEguSb4a*CRDGnRnfw+p6@$o-y<_k^aodZX;H7obFiKzH3g6Ge5wyV zG)4r@^)Bo(3C1iG+VL3}8{>+}DNFbueC*CJn2amUs{=P9jl`x94fJy)xwrKbvO>&Pb>b-5-;iyN(uMO4>xGYxdM6B=^y)$`mx z1Kwj`Q2rYBjF^kwdE@CYwwm2vSk?oMC~b#+N;b_!H6(!$$9Swcn+`}xBCpG(vEEvE z1<^Ae)74t~r>>b!#p^)iY#X-X2}q*l?@0~UdyLxutaiJ-XgK_dd%3kYPZ8LX{@hpY zUmoN>JL#d;&yF^CwkZsx3*sCaYdFurvT*$y?stFE$nl_PKz+#gw?{`0EvBDU&#KNvig=pg>8wqD^ zfk>~JwOJVcV>gBAplMWA1h6;Ip_{#x>=IaG-fee$N{ zt_i?j&+EgI_(^&zNDrE_EuxdK6rPhI2R#vx(6WCwR6rn(83yTWXDku9M6YMky!`-( zsi?#P?@{WjYy+6~>6OA0tnl0u$oHV(H;s;bPcsDGU3R)S@Xe`$j**U!CAPUdhCao% z8>zzQrygNiGY<}@6E7gBzUkq^k#SdJ%U$I8JkG|0wmkIyGK-A^5cg2kpP=U97j=t% zQcFO?)w_e>O4GpK-G`4{!=3vLJ*J_T2sakRX_MkOt+5XACs6A*)-=&F#FDgQ5#pf) zt@z~f5t@IV-blp1Y|5!Zvw0B~tlGHk7wFvZM(c~RfYx=xl7p4QfyKZJGCFWE01vr@ zlPPG##UfRDL=zk%(#vnD^}Yu(OAzq7{H7I&2k65^B#~~LU6~V;$uYA1=u#(L_L_@O zUJ(b&!9Cq9qxA86qtBGzZV?>IC?y}WfQ(V!SuN>4WG-Si>kSipRC>L<MdzETZ#Nf}ex08V%((UYThTp+2cZa+Y%zckB(2>EUlp z)`@D6WAh+zmC>W#X(bCj^FMW|Jkplkr~vTNxTbhYINsh z%1sQClB9tL76||bF<}Eol4a4Nf()!#=d|~Y6dSUCKjIw?oIVq+N#Bu2hV94ie*RX< z1h3N>DPv9`qVrphH@x%m&=e1?kCc?bUCxIpw%+R)2J)q4iQlIVNR}Qu&HV9&(5gv4F_lgEKtD`x#*x`5Q+O? zAEZA&Lgj;c<%B^=iEwJhWAzTv`7wYncch5i5u<$e5f@@9iJUwN{L!bn&S=^fNl?Ge zRw1k6H?;{`7-z;}pZ{9B6RXciAK18^XToTas4h(VQSrMj)gAv+!P0oPNHrNTM6TJF z7KZ&Qkp_K%ggm_ajoOxu83{A&GXZErV5EbH0N+s<>p zaz0lOPmYGX$KwX}0e0LGtO7!s)ujjaa_cC_Od)f@Ibo;JU%mo}3-)%*_Mx4G+aImT z-DP>3bNut-5s+&FmrKt`EbU(vU!|2Re)b8$ZGuxk%M=+E*bZ>cs4cz>m8Y- z8k+~BI)3141>pJ#0>T_ui)3XX7U>Ttdn zdT)wKs%;?+61Quig;TT5-~CU54=ZLo#6c;~XdqFlR+{`PjJ5RrpKOy?^VHjnoCpA6 zVpfsl*@(zaVUgdmpc>@hkuU31T09$~CGQr<2Q4VUM`omy;E$+4e={N}dYA;MAT3d$ zD8n`Tl{)brn}#`uxyO0RJ9r?NuYl~^M>OD$rdL%)g4?LV;M7nxfVf7>P99OvPpdIb#aDhY(A!P0J-|_9DY$)#GtJ-i;zvR54=O9;}ky50FHXlNQLCc$>3^ytUUA}c2Lw!!{Y_VlMsD16HkcFFzqEoeWXH5leNdy$BiOu zobEjkB=*jhy6(QV&nr0^rHSZX*GNmCflqhys#gXq=s8<%R4nj3%ukO^NLU#HY!D3-?&ST_kw{{@w zPgROfc`G$CQ1V)ggaaZ+#NHh%zuEQe;pky;jnmDSt=Ld*F_Q{BFh}Ffv42V9wm?Oy z0Y))j-I+-|+pW+jPDKPn=CC4S-@LmV(7$vXG=u6tF(q16*)Chd74CaDx+NkmVBGKl z&18$K$zi`2SlWjlqXaca=Y*=2wz$~d2homkh;2YTs{V)(fMGHo^wws4d!)wE?2^os zgwJPN?Z##ih@}2Ag+?=t<1&?}S#V$~Yq}&yXhXE215}I}M4Uwcw&H6;GHgF0^zqUt z&r(_nQB(MwNUa6!84bNr#RdK%%He#cmB_~jwV5?VsmV)3Efgqc>PgMF!MVz65CPB3A5O{j!8nZKD4iO#dQLor^kOuhk@D&HxIK6tcdfUv146Zt8Jc^5X+EaqX z+~|M@+4rNu^|m*I$%{mt7h8p?+QC-FZ<3hEn6k%BrAxlGVcP6<8{9A6uJc1HEPZkN z^uDGsgCu@M*PeTMK~B%H1LQTov~SSaGjtXoA=i+YDSAvzq!fF*akaz4gj#(9VuT$E zy0sV@2Y&PT?+g^;2!K>9kZL56!O}SPP`l(mx&u8&1%%dX{YEBZx4gEQ9YpV0gE4*j zb`?=;&`SdEEoqI-FW<_P$igAoWn)r-ceGx5$xyjHwp5tYR9_=5{P_(ZJ9$6uVxv0K z#psDHv#`lztZOFziO&(PMxws12M2{}dAf*&^wX^PP=aBxH`;KV7$gK+qOQFr9lc>UGNfeh zT|4c>Yjz_~F^~|41&9JlP^u=K+=65ZPN;|)gUqq=v*QYpZMg&jY-FS?y7LW!F_4pD z6rpzf@M)W{5Q~ci*~W>+`s`Rw)$6Z_SQEXM^{$&mIRA}s#(zGx7%$g{2K4iJYM(6j zH*X#`>8Wj#DiFEc}H7{6Wt92n^p zJeROJH?yBi1T~VxOyQ}9$(+V@JCTOrZuvV@B@8G2gKQJa_m6niadib zfLca^Gh{<~-?nPMe;J1>91t1$_0r(UBjISFM^!6F|4T77G*qtHJDrRHf}8F+Izq=q ziKSc8Eso8i9uX3ehaTx2@<-8@X_ix2ac$TNDLS9D8b4EqSIlmV!Hi^z>jJyL?~C3a z(r*tn2HOS!vJwm>hdc!4Y0lb)3)Nyje8=x-wP#eWKyy7&K|WCZ?P2)0S(RX9h~<#Q z2BTp#ZP|~*Ubhj0#9?HS!=4`a1tG$@yeyA?MAEmdN4RyZ8_z*;waSy6{f)v_il&mR zI#Uo!N)y#97TFKj4)RC*)kY{lM?V@NWS&3|SW_5L2E_6;A$S-Se4vcPqv28^Fm6A% z+#;Mlo?p;zRHhf6&ErB<^ZSz;R9ZV8_xNZ>p9{2)3-3>gDX#b)l^LsvAdc`)u@37o z!NR=joc*62qK4U$NIW~OB_4P~#W)UZ{A&JY3}SE->(~|{GS8#5Mr*BWkwY}bEdFaPI95}oWXq>o_gCK zMU|24yZJ`9-_A@Nm_NVCKvOg9M^htkL0~fLV!5pxVki#sRx6{&1&aD|7*An|Y_Zr> zBt79_*~K8FQD+<=z9J5lZ{rM*UKndv^P<<8pwRlVxHKi!oo6=^Oarcn3Bqg-xj+D5 zPn(`@!6Q{TpKKh#{ot=dacl(Q03_gfTE#9W53rGI5KVw3am_5dEu0GWMlK+!UX;6( zFz*Q8cR}{wv~K8Hi50BVB|gLsI~X$l?&FKVe*@OxtrNyoPNW=8X?7Ks=x`HV%J^G}AL{d~c?#p)Wf}XuAv=)Sc@# zR)L0PWFgG{Rj;|?K)MqB^{ODkWvyNA5d+zVep(R@QJN=OJf}xIg@3~%hTo6=-l8m6 z+4Jinm@Ww~R~XtyNNavX@JM7qu{^6@;y2~_inMbG^PZ|W)n}KG#Cw07S0GbB-VFAA z7DdUMXKLaC_oSvh$67a9zf}Ry9*Whau6r}nVU1jjpxP=ziA{FCTgd6#k@@DW%HNo@ zNmMoMexg8MrlZNoEJIw=A-yUI+J4Bk<-0Iq8mzx7spnPRmJLJ*YBg%mwulkr!#yA+ z4sD6RJQS?pUYFzPv{-+NkQHc$5Zx?eA_6E476(y*cuWI&k!~J#-p=lRhn9@kZ$Tu4 zOzZVCGC`R4WiqnZj0GGKbXPs+pF}Iz%hvWs>jivGl^BB8*x+kK;j)|itT!(Sp`V=- zmp`w)5S4EDPaOk#hX?c^O113zhTlul^?jhjcAE8nAjr&Ewc`R!F|IqTl~?BZR6Lp_ zG%b$}XRn3IT{EM{!Z8LYIm(Y4^2ktt9Th~i7{Hug!6V6`!oedBETA_0 zNN6i)RdxNn&snT1>B44%Dcw5UY_QK?m~&#@(n{gusbU^ zQjHGqx?Vysug3oH5F|RVtV8NjMc1^N@zl=jOaqpELJyaD6Xzy^ztfc#!nA`x%KnyG z<&7n3*7IVU3mPg#mfte*kcWLI>xkr_)z9d7e&teh<8~=n>XX^abYZ(gn^LuTqFkxbzq$?pf-bQP&TOe z{*nGD4vM@d#0|Hiay)3mjtIsyCIBBV&2EIo_=amS7Q*2dMeZHC4>I3VnW22R%$E7o z{Q_`#&oc?#AFvO%2au41;Jw5s1JK9m^}`44_4>ndt%@s#kiYApkM3 z=xO{kq#paud(gnp`vHCb#X}oaQWPG+pL8Ma$3y!jD#{{0jePjmZeKde9`M*l`e;u& zSkyuRNWdF90=dkCl>usgTp-4u&WHD}Z5uTuGb%C=FPjXlDL5yGB$ggb_Rz*)ne%Lr zBo0;h#CIIgkJYnwU`xM3nvXat$A=d-Qc;IAKRRTIqke22&>0(qKrBUH$RUe?6EEi! zrfD=_6Ybxs8!sULtIIc3nrI@2V>b&>=Pfay)H;DoaYaKrgv7fCW&1mR=qIga7dNnz zO{3usfcl*A%K#Qe5T=v@Wm1%u$IFs69Kgde1s%u&N*_b2F~9(h>)F|Osg0=?ho|4D znNioAhJkeaGd32!esS8)hH3J!Y`l4`1jqA44|ia4D(D(o`jK3F*40ol)4F7uzwa9v zU7eoS!bk1~T+qPaHNS7KR5cL_&(nL%U}cO(^I}|DY7ll^wxrhJ=hk`mX}GjJsV|$* zpX!!trMOr@(XERv8LAAjFFD~Wr@^EhHuwTgGPsk0Y5b02u|3yTAg0Z0S;4#=kIi|R z;K~G`n>v^8)Wi%kat-b?ftz`-UVNAouHyUBN3>?;1 z_w*RqHT9KpxxeeV9_%F%!AvV04-%iSgAVaK9kEnM;ejp8S)QLt6AV_{>RfnI1 zXAWUnXu9kW$=8*qZUy9CogvS2O3k#^o^CPQf`@L|mdn}#)q~4?jT*-erx#%wpKxcK z<@yk#ZM%C0oa+I@pS3V^HKF%K$~$5&=-ak>QikY3BW8EF&$IU^+fJ4|QeUg30{9VX zoSh@{FFY(ggSl73jH+55Awt`ec6)V;a#Y=c8K~fj^EK9Xh7nGoVnl%FHZ19%{;zAY zgB(jhC$o>_FvP3iyAT&2b=mZ4YkNO~hBusXNdDe1V^}Y4#++-9C zOpHz{&uy`6@!^kQ=E`Ds%Bjv*vMrWALLNN0byeSD zaR{?e=^Sq=4)Dgw1b-BXr|}=}Obo7^4YNhXi}tk;&P(`q{Hath5H;@YOl@iN$55{y2JE6Ev7s`z4jHUcQ0z+ROy^2O~d*4`8AN_{tI4FC`-lrpW( z1&+_nnkfRATKIZUDdwwhY+EaI(XPoW4FvOp`l67li{wrIyk&fQn{sLalQ!DZN)nE_ z(Td9;uUe}oZq)W@*x(is1?{W&U+388T%letc+Ks(-=0_#@#zq}e;}1SP%^U{F3t77 zo-y?N_&9@pf$OFzn$GvFxka}3UE}k@k@&G^?_9iq5###n-II-z)ZvE6BrsPx7phD; z=3(Z~RPkf)>qma`Ticxr@rTudfahEB%%Pbj$M>6w$y*UkM7dLSo){twUEksHj=zRE)6EdFTfZP|-D_rfJ1I-q5pRQHZo zvJ3GDVZ-Ofw4-y*=COLT@FUf+ZY`~mYfXCTEnhb|`b+KIvt6K+$n9z94^ZH?Ox8ne z5@w)>QRaj`36D#`uhH$$CxXsquF~$x+AjBJ_KY85jf1N*owI?PNu1gAHVWU0)czs@ zH$*4`7jON%=b*k5xt+c5LE1fRpFoBWm#9AsKP^1O4qUbliysV5#Wmlr?JJxPFUWcX zoZDy&`PKq2aE6ENQqgJxX{r30e+Z2&`z`9HiI}@vMcoFN&mo7ZdY%q>#4ZHPJ3Y8r z{X>8Fd^q%D&6w-7==QN6bq2R9>FwZ=21vru?6w+t!3^PE%I`TdEpXaq)xUA{3klAr zs)gJfQ~2Gfk=R2i<1DDu^X>gsvt^R7q260#YN|(T-%g?GiEzi-N1-WP2K&32G5M`u z?3=u<_wgI|&nU*zbh3*7$Tus4vOTv}tB-5HCqS%iOF!F_iGq#%{aUXtd6Ru6^S@9Z zK6TxG+`3Pxjcjkpx;<-7qvdjX{+V%@1l< zd1*IsyGj1F_!>@s6D1?f#X#4&(LzqiO$B3K{#N`X zHURa%lSdgSLgUYPcS35bHR^=CfD#U_S!=&K)cE1K+xgs_7;hUCE%buwb$qgB%~7lx z(Ecsp>i$94?#~iXsL$hNM)i~u+Wrf^brp0#*yhm~I459tnq>%YirB!0Y6+Vr`>k$| zhfvK^`L(6AwGaa-vHKB)+)kIQLF@7#UfvyUldHcCf%dyNJRD_i)qC@Y#40zH=K8gU znJFFH`!?Kd%~TLa2Uj6*Cz;#dGS~)aJi3+YyxHpq=>>Q#d3yO!yLtPCk4jbkekEWh z8tSXu?R|Z{R7Y3b9T$>=e^JYk`$dF6>QfSj-YWi1p~|Hk$2eu9FP?v}1PGnR_+ko? z>i@!L6;(J>*6qA&P2TJf?^k;tUmq16%}ObtBQ4NPEB*P4iDnS>rsz!ZEj2MHae^*? ztvXVBQs4ekNeJuzUz144JE03*r*QAotP^4--m6X$J6Y`H6&o!4{day5#Ii$6Mw`Xm3+K<`54dX4Ls_rE~i zgfeyYxpj^zPb_sob3+{w$9bP0JNv5b6j#iDA02Ih%_-_RV6vATtZVfu(O#_b&gj@` zY9~`SiQ#}Q``<|tZQ~Fg)*j?uto~i$@03kJU1A876N&NOgn`Oo7-Yo}p% z(v`yF7xNanZT&s}{~`2$D;xdaxc`5un*5~!{13+ef9Vc@J7_x!97N#%1@+%fl!gmx z`fu$2d*{Cdg8%*cfBn(_a0mYK1^yZ2zh!RzztRUxtlh(tbaG;S^Z9+YxSUnO3}JTl z4}k#P{-n7-g-)T%UZ(1+62Z&|p4h};rW z<`(ULrwgJ~$Pm)amwil)BhALaN5=Xu-NPj1BX7)`NXHA2KfjzC{`+HMeR`s`+1Kp` zA(I6ELnN?EQ>Kw-?Z-Y1`KoXt`){mxyb0QLc_nhx5439Z6k&@CH#|kw>T{5kSlXyc z+V^XD^Ts_nv?_b2r1c*ci2a9`k_Kfsc7`9h(%~>udumI}f6lnve{T7(JC?mzdfdC$ zD+^c{>ouL#CHl+OK&K?hH;c;mL^jKCtZkury?_(r7Ke1NbYp)K}>w_2jx0hw=_#71=Q+nB{m;{57-xW8Zq27a?NPipa-NZW8 z^g82iP+Oc^XjQXO+w|4L!{-Y#<+7-a{tZ|6*m=|X>-38)cL5(R?{n5L{)<_2|FzrH zGkj>?-iZi5&N%rgRJ|WSeI?C3aP%gh^w7@v-yWDaV@q#i6OlToUs_1DB>AilY6H!B zVgi1!@ctvAKmgpU&I1Pt{JNR9b(wSdc@pY!XRcT1qP6*hY738@7v@Pd%BTwyU2X>> z)u(l|TsfcS{8sw2DQP#9A5YR3M!rufoc4-+Wcd{6eR?H)Dh`(ZG56#AKK>G0e8^{; z9{s)Qq4w{)yN=g!FF)6p9-9&@;J+7@57KK`EH%h&;X3f?w!Fe=v0XIzQeS7r7Xm+8 zdWXRz8x>{r6VmWJ8b)0UVU(K;I!g6<9M^^RJu-Y z3jiz}a-LJ_i_J&Q_#&1qOzDxn!uT*nCqyzW82AT}0T4(a|hI)YHPklUbgL zK#I)6K?KG^00zoXb7bAx8(3fc`c*JGy7AM_O{mt#J?0Yfoz;3!LAuPHY+-Y1ZK>_Y zmxmKS`?AGNie1ljP<5&WJoxlCj?8JHeu^M~i{(p1!qNtOekIc;MGvA7*rYz@b;@he}@G3k!ROt{_1)-76pyd8;!8?CW9Kz2;g`>AZ0d`>NjR*#0EMNj9(X81( z>QK9u$JIHWY1^sIF{z9uhix2#x4_p$7qRVCuV&)8^{f?wqcMmvfX8USU^ESvd}8oD z5-_MU%#T5_*aM};+H1Vl$K{oDIS!@>3pO}k`@JUfx;Yi};8l&iZYN|rK}w1U%mxyQ z#Ashu5aR+3MEPvk81wCgE=O?Qi0u7oq>ODdwuj@H+{j?(fh9!B)Sz|>P_u+Eq(Xe~ zI54vsrHQos|R`%xvv|ar@s>@%NOesoLj=##ut1J%UKUdMU4f)w<057TZ*(R;bupIP~6 zJTOK>d*VJd#1wL#)J z=`tFCPny{x$>1%TzK12EOUhObcGFzgOZTFQQOW&8qGPtH6iGMdP0I;(2Jzb~w&@qD zP~ztlB+=0VZTqPJqi^G(usz6o4i6*|HmR4|M5kxkxFG~m;aYKFbXe1XP8+y;us#0l z4G#pQUrFK8cI|;md%lUiW$))^vf~+c9O79tu)_e+2RX=E(Ym(&!I-iOw1=67i07?YXxRf*m{orUyla*IopvaVYQt;XLCH1QrD{=T#XuLHj znDsW|a(pzE;|`)i*Fpn6$b#CDgUD^8lu@Avt-Vrk$UMb>Sl=H|@#mkC?}C*9Q^IEQ zy^y*0n!p{Jq^Qs`3!jlg?229Px@ZO3ELz8S8Vf5%P(^Sz7B_@g_^JtV1@jMLn9DBX zf~#=WM^qR=n{nA|cunqFuZz4-V@=P4<;?&ryRKU?GPCK)pQ0!VSGxU&HCAdkJ~!H#7g zdHEvpXN4DM9OGW%iP@DQBE6vyJSmw&|ISY$aG6>@WG(=*-LnNrJ;eeSDIH<}JNksx z2tn`$JGVlbB}{nYB1qh*HQ*r|h$X*PUQabjusyCk0)~HY+X3aCE>u5+uU~;MJ*3$n z5g|=yN>tW#3o`dE7=xQb9HY~9P-D!1E~qi?z$Ixp$iA4El1by=wRnIhef`Mkd9e@r zXXLD){v@`EqEFCid5Ev%@oB|1ud9kS*5)D ziguS;kOoA~?jTgQD${OTeYT*zNI%E+%5C5Y{3ICB~JpmLH!l3?tYZx zOUc2}>Pr|%;L(E%0eN_y+)>{H_7J`PgLHEYh^6BZwpsEhdu5`}fYofREno#604OEn zsPFKUz|p})IIWD;ye*{3n9dKJMFT!@qgl%SYYH9+3m-olvp%3&%YIM(^;HG#YjS`D zf=L$U!g$mJC5C)LsBB2KCxZ;*H?&-|?NSR(%P+syX?Bs(!43k_zpUWW+Ock#)nw~b zlPV1Oq+-v|acE1jzJEQyZ&->q8fF>ulVMuYJ6IH{VG|4Jf}Hr3?@L<|&B|=1KwtLi~oSfu#$0 z0VqlkWWofs^QXv$anz3Wv965}7d#wr`%|czWC}i4J$9-gG=4zun$i>0(;x`}_q_iG z#z;n7C{y^R71Pid*SDx{5W*cfEM6VAO^8rX)x{aY;7bEQ2W5K^B%skOgMT*gbRp~3 zOWLMxb4YEjj+|Vv%QfvkYkUijOBXP))O&@tdh3lK*3(V+)m+cz+UGWp?DNuWa(@u* zOzsLESd97OX4HO-oK82z3f0D@kx0KkeG7>e{el8u0Km@#`E%Mg62u8gYSZ2<6j?@) za{hP!t-uAd5ccKds3QaU+0P2W(>PRI&WXiL9g#=B&GmRYQe~*^l^$b*rMW@ctDj?p z!LD9V{xnTA=ZUsse&mZ&8D|}_?)*4~Pma%#gKBO_`IGo<7K0cZoG>2KA9422#=-r- zA*H7RIG`(jG7pW>Acg7$Q`#&yjS&%*Z12 zUe+}XrAD21v;z$!L3i2-NC2xzf%36{-z}2Kd{U2mmz81ZaN4gyfS|8Anu3!WzlYZS znZ$4IdNpABWSG=sx533<7aMjh-Kzp z3S>M;t<}Hh`oiq{wRH8p_K)|eXHU^0lYV!uUgh&BDn82ll=dZ_OP0)~fu6J|)7Ixv zYNltTI<>)I4v@z%15fmRjrRlvA@E(9NE2O@-eN`#h=VQCutcMLp=XKO-478$e(y~6 z$JIEwNHD|elVmszOgc3J35aMaPC$0CAp}aj1(_hvUBvnpCeF3AP8QeIRH?Bn`x*bhX0^j!u>|MgX>E@%sknF5l5L4qq)6Zc`}nY!myEPiO?<+Oz`J9r;fLi;s0EY1JwJa9l_cOJIWN-)?Y#iQm%(N zg1F?sf+V{=lK&1mk(X7^R(jtHt=DJfAAx72yQZ$A%4Jqgd@r*@?XxQd5ZnGR*%O5GPa7PXJZg z9iqBs36X0ZIsJy&Br_r@KewA5QSWIgCj)vKxZd58cmpH~jy@zMTyVYsJ?MjQB;}v- zO|k=m&e)+OcJf&~p1S(doEIbul%rwPlP9oiHJhFZQqZFrKy5C8+TZ%Kms-vvDu)Sb zR0E$+f4tmZZlJ|>1w7rup!mQ3QF2nIdQS>L)iC`fEg&-bb?BQ{B&oZ+9JTXQ86*Br z%q9fN}J4#o9K^6`-uDbr5mLy5cYtL5wM#j*8BsPt6BbL0VlqxP#7U?r)8ariYj0w0df^^ z+IxNifY*ET(DC!<%EeJSZ+OS@b!PK#h=&o2OYu#YvMH3~!?+n&8!HUlA9ckVU#1Ir z32~keL?7Gvz1ajhgANnkL=e4o1yX^de$H)5Xb(eFr%`y`EDfR5Xd(iyaNS6m1wSPOo;C|b5Cw1#a4Y95l_QJG>jH_Z%8iD?syot>m z7;uYYAoKC{Zx`X&LkKY%-7h4%lsEjG2pINj3p@|ML{kW;#L{cLh6#JFTtz@_r!&<9 zG(WGzm}va3iLJK$DR6dgGaJ)K-zO9gX{zt0_)9Ssyj>Ff!92w25X(jpc$I%Q)S0{E z%mvlf`s^PrXXx^Vqi*~Q4<<~l@c~tgOvi=TOKL4A^%qU{gf`iMErt@50-etWW74=2 zK|vES&9al6(~n>-^%U6E(=n{kE=8x;KMI~yVVLboR`8+R3m~24d=xy}Y~@#l10-i! zGswIjEDQQdxw@{gG>j7}s*?&qH3(PG7ggSk@AmCuEXf*opT!aYHGjzy$l?Zvdo7d` zs;UM%1!!o7r);AH+5h2aY7HJTD!bFjBHnB$=ZAi66kwD7q3sKC)buzT zTSe09=Qtig+_}I&Xccxzpf1A%DfY~(y!ncf>V_}ILdX6(^O!0R?bq-x>sE?Fo`d7h zx5B73*e!vB&)cl_wCe)v%Ujkz6fuB-S%mMlUE3|WHKeug@y=&}gt~Wm2#uJE5*Cia zhacHM{uh|Y#sVE5&TnnDNovl0H83evFV*sM@k%EDGdDs6KxecYLOgq_xDtIKb<4~N zF^{vzxh;%1*0q;?fwG#x3j9DYP$J24T&)Q0dHk|y+CGd7lfjZ_Z{q6V9V8t^toZm@ zCioZcRT>h{su@0Fdjy4Tr}Ry7MRnr+mPs?7qb^g7t0-UHlx3=I#rDPcfy`x6A;LE_ z>QgIAi$P_!uac@rHLtlEt+f!y1)^g+k~{b-WheaAGc43GG!fD~I>|X!71GD!PZ89o za3`STkU!bBjLD7tJ)j_P!_y%Q$9ZG@g;8`9(_ami{5$^1CLvu=r~^)S=bABjZZ zAoPQ@6)5HTC$#ko&sYz+J&-Z0S7nO_v)#2Yjm{DM(kXTnx4DAzA1ec1(+@;v!2eU0Jx;w=JWwL1Liad0Ls zE0YFSP1XlLn@_H^7;R$+;4-3v@ZjPW#vd9m?Lc?{;!8~g%m}@8V?MoN-tpb?g#T+5 z-<7fmYR%o+T-$sJ>A!3&IMnFEkNGj97lcONa%O#mjCw3mqHg9qqjv=V!~*+F&728o z?X3NVTqWuciESR8aFjM8k~Ti$CkE9IY_a&QlOfjtZCuB`Gv{>` zRG-bxopl&-COONRPT{O0_ov)_%ill(N$dn@^X%cfTrX?hHb@z8uP#(s2zCc^R((p` zrUK7?nT%n~7kK?m{|ym>(0Mw*&CNIC`i;cxXLyoFn@oeZA6HhxkRz^4qkV9k&LkX3 zMeI<6q7W97;+J0uIgY`nQbSH9fw3hu&1-JBKtNW_ABgs~1O&Nr2u;71Z+$!{tz*4C z^KLK-;t`Hxn?pvsr&ib+ldX<++>QoZw_X2|Fd#_Y9w43TfS8tjWP!La6lAX(^NSpT zG?!;wP_v10jKnS1?9eVe&d^TRvMQkK@+};xleiAn2XX}1qQ`4#rsRH+!5tqZW=?D^ z@*WW9Z2UgiP2e){%{#k7vUqfs>1`Mi{w7#}!5khq6FhP@dGvcitUlDM{KB_qdzH~e zFbfS>kTdBQ`Y8-pEPaL(kgI{nio!GEBcLNPeo;YbLv%Udr24`JZ9pmZIgr(rGyYgP zL(a5Dn)MM+pB5TeE6Oh9_78Ob{Z0~mS}yXBJuGPFTgZ(u1kt%I^pKDqQ(S341qFyM z%3RWj0SwtwCq8qVXH`Jrwo>|@ND;!cFQsJTo@y82y~*!^wEzc?#Mi#=8)q;!if_uEF6e4raT_d!dwNI4mv6bw23|)hjGGK;{F= zr|8o%)J&|-y(N^Iu^R@Pfz%RzB)*K5dC5@_bQww$RvA;)#4R%!qtfJXTt5R>cRkgJ zcT#?AF-Cn}xfDAt3@SeE)Ib2Vmyt85Y&jS^kTe3BDM_BsG+{V>QBs*ky}Ky;S>5>JsVslX6#N*f($$pYmU7ktyU1_vzu zKg7LNR9sus?}-GrKyY^t1lK@-;10nH2<}k0JA~jtf?Mz)g+t-)7Tlrm;O=%SC+B?k zj?oW2`k}jDYp=1_nrkkZqxNt9r>!nQdbp;j=fb)SCIAh}=__#bVlW<`tf2ssuFT6$ zD{%tzynm9_oxIQk#r)VaRdLYcMRp~`%~PRpzU3+2lkH;#A&{r4#;T<+#NId|2kD$h@%^tSL>>HaflPJ?wFD|~Z_FIQD>&YIlX6dy?6LHH=OB9)u!r4(OBY7# z6D&x3fEa8#Kq!r+S4qX|8L>ZyRL<(eu?}pXoRWpWCEf_(1lptxX5XF90L;8{RMja1 zz+U5cn1INV7o(KmB(KvZoZ($o__^f~?93lm(VM>l3wq3ByUCMP}B(JSh}yBMS@39LiU zGg{6I%dxHs9R73D?g3!64p0IQYLsm1%!I#)eMp^Cuei?dj+o2D1lUD%_~SruBpIpX z4B$wYWi)!B!p-<`iPCzTD1zShF=}i&MoV_$JX&ngPBig_xc|7q^A`-@SPq-8k|o2= z0}G|Y6(y64G2XMubywwQ`ftuB)5k|gu4 z&Q_GAd@DizQUNeyd>x0YK`KEfH-P#NiNDs>oOlYqeMs#Ap?XRbF3lK=m8a4%VAwLR z!vjV$=z>wdOV*c9HMO}lQm^i&1s+(dLH5-GO2>_00SR|sG)M%KjR$ilUh-dg7%U`u z@axq9@th&KiiLvMU`v0;NTnF`2&8hmj}`%rCc=%zX4oQD>q9?S;L-wZKAs^I@VlRp z!f4GdFT(cK&A+||<)xOr7x|9HZzCiR3u5Oi{sJjm(}2La=q=^AFFmpI_#AcUBV^ev zvW5PP(k6mWF4d`@f}<@2EKnDkmKi|Tu6eAvV4H>)CnDQY!9Q_NhpSt_!6H;ozHQ@^ zV)p*!rq{DVpMYt#1d}SlyT^uD&sTU}2tXO(HG^B^{m18$W5JR_`Ac*#}Y656|f4U+VZP}IUER+ zNdh)G^j1^BAVBVvBeYBj9WZ-kUVKVTp4p&&c3<2W#kBQ}eQ8(4pHp6PwgUmaGW%l* z+bV-yYkn5Fk!o2}vmo340niaGnd^I~O{PPTW&5EE8lTPf`afG>#Zk9c^tF z+cyfNuRo`A@W!ST#X&1A1yHth_RzkG4f*;xpoar

zU}n?YWNWScXn+Z;3R>##K@ zN%{5bsxV8;3yP0-Sl5*=9d7TN?vIeD0y6K(aHdW`AkedKiQmzfdmIm*Ffu~lci zoDq>iDXV%VY$qe5PLrCu%jf|O(Gouu7_LEq$Y*}3_z?fLaifv@5-D(7izT9TyX$;u zfMK@C0q$cMRHq#Wygzd;R5xi+MhG#^B|-jj`!pq#ft_kW4-7VMs7hR zxEoaIh_G4KS@G&2^s`z5Ao$+9qpkzFW!ja;cWHq6_Cbk)KbZY_p=;p5nl`#B7}hXi z4v9@D!kr>!O4gVy)Ww}9YmNHQ)($Zn0dT)v$O`;4;MM@FuM$&4SUg?KMzv|WcUyt` zE@jL@ck8ZrF9YBE7J^$Yk^ccD`NQ~Z-Ck)Dg9yDdIOA>yc=WAOLWuaV2}^y<_~?!h zk&PXLv+VpcWHRGtuIW0JTC55LM_S=+Y%OX)AYszhwC*qrs3!Q+zB=cR$&*(8y;*oDSHDhv@(mpm77Lb*U+VqG>36vwc>Pjv{Tc#Oj4R)L zp1Vz50m@N73lP(E@Jz7*V2Nr@>!4sgnyh{2Si>jmBA-L|?vXx$!0!eTmadO#89xgU zK^acWNyOlsko7@TU4^`i=Na2)ZA(mogir={3vwL~`4nD4lInRMLX?bn89VtQdM3EJ zB-&mUsCbbF#JKwOuOB}{;K-%5UMZtFuD`V%tyvrK0!lQ7UI2Aw3ux6yXPLyC*{+9i zDBRxc;!OOTE!Kmp7O|6H} z{)5iOst_BSkF3{k5J0!=GFT=86>?N+oMku>xb#;+1v^1BTHzKSvEecQp!6m0bJdCk z)XnHblqPgkE0H&Xe~qq_Z73+DVvtn5TEl4CJt(u+zB$?_Renu7iyh}SO9V^c0|q7p z?@b zsgOBoiXFBIPYgEwru?8PKgs#=0@zsu4)U2H8J?Dp{+cPuSpKngS)}kjJl2_(2&x;+ zO%MnG|}U?nv;cs^oCj+CJkr5wX%BpsVZ^126#{o^rNDx z?GtYAFeM;Cp6Iw#qjYct@;)O0kwowyIYc(=Cs!9rMAWEY6fs~Q-y$t&d#}tMM5&C^O)MtQQ%}5c-v{3@(&Gb#>po>19-34t`wmIInVs4 z8i45wiASH%OLkfw!BMqyfqsu+=aUTFObfJ==0VEA%z2GX>-HOM-UVc-mre-ckUbfYd=}OHzw0put-|E(P~fNpZuyF`9=Aai?dQG=X?wYr_Fq zRk$uZB>Qk`c<4oZVt@*n^fBd{@g(N zlBtLzSg<3sJrAQsSZk`q7ZFlY4l?TK{l~Sa2y73vzoFp#m~vaB*O7|x``~5}*$19A z;|_W#H(%HhI`i`FO)@hqcsiL<1zmrVa+tyOL--(-(AG7n>-S$DlT-sc3XMuLwR2c( zf9q9NeI%%jy?_ed`%X1=^hW=(!4nl>hV17tw2miWI)ol@H_1CXpFl;+a+YyB%v@za z+m$77N65qVDttR32$`3nz3sfPd6lh9q_SW~hMnXcSEB=*z|z3!M#7}l-`^$jkOAr& zQ~moy;U^zoJiKsHJ-c1JbQhr@?s(2mbt6j$yD8psm=dwFw)t-BJJxePjTe99sx?_`|`~S&mJ% znz_3I|ExD_b&`Kr)@wuq8w}Q6e9bRaoNQfSfyC5yC{oCN`4x$NDkwa9ZC#b=joMou zR=7Ea8B zer)LUl-ph~&6QF&@vh`+-0Tt)dH=T&@)XIwoLfKQ3^+ zD?tNr!CU(JFf*@I8&0gf|Jr*rm$onZ27EcJ2n!Go?Pxv!%#oi35B&8z(0LFssU=7+ z!-Ml?TKCbWn*>(NlI-Q>H@1Flc-F8}jo~ZM)4D#tN~1&%mrJ0Ha1-P09#jZWK*rb% zZU}en##1s&j{mb*KlvT;M~GUctjYFPr*$A&+qRt_9AH^^->`D+WZDWJUB6V}Rhy9A z0{lvyYKDQmRSF*r+cC^&VHC#cvvI&MbBo`>udw2@Am#m|h%33oviJt>j^49$naZLH z9uIXdR~yn|cuLP;br^!t>nOuRy5hKna*3MGrQey^Bq+z~kPU0~;sO~#0TeL!Gr{5{ zuWKG@JM?S?#~7xMz6g7=KKt78zKol`>oViqUiA$MaXVKb08dgFo#xyHr_8h5VA?+( z4`>%us*!#-&OOmx>4OJ=gdY@#y4n1`A;5K9*QO7{1D4D4Yfbh#TrY40I|+dtCVc^= zrV!?tcSp!Q8<-AvcI39KWV>uCF5D z$0S#CQ1|yGqnt2Yw(O>olwKq_fr^JhGUp=X!6n{P_t|aHtH4@W>HN9K#%~o)UzRuG z#Jf~ynpW`r9XuX7>E26250C7@m)Z{eGB!iLt*LSGgWSY5QVRE* zHcv(3^eL7FE?mf*@56fgJtT)%hA8`|Fb`KmW$N!FLnNati<*XW%`eO*6h+Q?4ZBM| zyXe<$7^Y(?-&x--nc@_73rP2KPV}~opA{7zD!3pm zQ!4~I`dFdv+Y=czeh`c9N?npDZZNw~6;7p#A59rY1CX|dOUMh;bWR2y+|#)PaX^gw zqG0DjVdv;{t&)FX(~GK@cAw8w$Qx|W8%Qp#?6X@&yC7bi zS<9$wq!Uk<%2kiw;QXNQ{?)AfYbI0Zh9-h%Lj1| z-97Of=cr-a3^}ARs%K*s8W-Vz>}Lwlm$*d?j63Tc(T!%ebeS{3fmc&U1*Sq%3yhid z6j9zwafW;FG2*IN+Uo7M^zE+NxSyr{6KI=2PkZ^NBPnBB-vudQbx{LE$_pOYH(Qq8(@c^4b&a{(5R#pWy^ZH|)bZ!qh8hd4QH|Fz%BFX4mz3XdVF}R`BQ3|%0 zhPH}~p=-r6jtRo*U+e@hcXaC)sg=%$OY9!cDhkE5r{mapG%8a(0Rr}Kx|y(cWN%f0x>2Xr zc@D4mgYB0;=?;3*&~yiK(r5w{o%*P(@_1fP8=5HOqnasklrT9NG5r!^fkaf4SMlCI zLqZreNIumT$-Q^F_%5&Xm1GhAh3uMFHKB5Eakb83=k7v)UTGD}yY<;?HJu1bp_|%| z9M#`$J4f2;H^}~$CJgw8Yn-de%KFuEri9t*s@-|DVa0Xrf~5uaY-_m`YB;I5^2cnQ zb8HoPur{xMt6|8#baUb`vy%bf?YUZSZ+lu(#sJz~1?gO*b#3lyjgs0mcE+|DnA$U# ztAYgoAz$ZSo;Ezr!?%#KcU3vU@Bl)j8%>V8V<)p-%THJ_4rO=##E^|Nf0*O<9>4;% z``g{pJ+1bOrF0%II|FDZdkon=P#wr&zU8Yg>e<8Pdi_g&dDp{5S|8>EsfW`4K%#XQ zkfw)~f}6aoLq+%XF}=KY|I3A?#t}x}7QvQo&#C2YeZbrp8GyFfJ8ysH;Oma`Udr6T zH2%TLId@aivLHo=-60f-H;)oPh4RXv_pb;5rLv;gtNZD>udj2ys{rfvU9Bx_%6uO` zIj#^#$5d1|x~bwe3kREJgbMxx7E78p-M!M9t3h}GrYSgN&K{1`7upyE^EGvigm`md zPBDtH{sXu=O^p>aEM~Dl6%43b>xx%WGs}gp#uOaFgTlKf2qm2#EGEoPU=ajdLM*J12c`$ecOr;q7)Ay{T5+=$uLaBI8N* zPfxhXt3k_k8w7JYrAZd`y53DQo11B*U;jaBAq58KT6jrbXxBE!UR{|fmj@g#%6zLW zRey>sq$)FxwVnW($U0?}9?Iu39# zm6knYfNj?nZlfj%#WDZEYy}v!obmwQmxH?HK#RMxlcwL?9W{(zUv$C$b&;i;a=(`1uOaTOXRQm!dF;`BUY|LBVSFTD=PB@_R?!tYlh z_gVihYYYpMym#HrT_XlM<_`Ve?X2tWjg-&~%aSl|yD@ zP;=c#;c%3!KSI=?ZR(dP9bzGxe+lUK#Xat8$!DWT=+GgW@Y|P3ruA_wD#|9 zrQzyP3`1*(rl0*4{pRt?xzBD%$T81|8MHg{{zn-AkAUGz<~Zw&|MxC7UrD#ujzkk!u;O~ z+5bPL@c*yyd_eHT-}wkLy)2SkfP(SRZvRO5bIw}VM}8~IU9m;^EB!w(3D(81xf*U> zIm=I0S*-O+aJ;eiY;&H`{#QERUbkjueik?@>rNn4vu>SXlO*?_1itpLZIfK8?0&O= zj@h~kJ(Pw2$G8PcHm<^vEeWq0K%o)N1M^?gA!-TCA?y6vPh?mU#W;jf|9S_QYA>qL zoO*Q5eYtt^9}X{HD^cv#c;r%n`s3|?Z?#I6ClcrDCp-C~BK02*|Fj$MXZc^6u+=P3 zpqC~%jyuDK^Xrd{$G9EXw(-Bucq7OpJ~8M#Cp4@d`=8|fz=L|nofk_uVWFrN=d_^> zhv;JRU9Riv-CC}%A_}#w21JOeCaQn8vMnIA=ab1eYL81(`=Zw}0O{Qr4^as7?o&k< zlq-ZyODOk=UVm-lwbTq!<#XZ z1^u%s`T1A;WHj3k?gF2L-bWOT1p|(XyCvrGv_Aev!<*itP+HlIzdl^rU@VmMZHLnE z2`{QH)MM7{e@~-YU2J;00)Y*q_8n=*Q5!D;BgAVg&2U+?rj~4|E{~gn?)6LpeMSb;3 zJ881nm;+q-c3}FBlk-I$?(|tnmvI6bDv2zC79Z|E$rGF?plsGP6%x^vqlLSx?l7$E z=6CB@rK4Fso9$jl%BB6>Irp)m^LeAB=OBF16)nlTbKL}_+yr}HY^OJrF6@F!?;`ugL8p0);Q5X{RpxzOAs-uJ zUY(&<>>uE!VZ~?H*07jv?jc_{=nBw^=)8KOc*}PNoPsnxfg6Y`Oz$GVzjGQp^0SqJ zR|i0=`TEYQeyPnHt@$#DaWFH#ob)LDSW3CS-Q}63OKFvkV`dAF*PXY653p{yf)5## zJj5^YCw1e`oBN#5ZoEhk=lXX~E^Z8-myU!Du?fg7BV7%An2+7|pYqi0zKb}lwcL4y zY?L?&cUL@tTVf#hMtNt?XfNmIhUc#6pyLVy&zH#q1%x?#&;=sMU)bw%Jq_z=H%~fy z`iU20JnBgw>G~kr=C>~d9TQE++F7w^k+`g9cJ`CK_Pn-a1<%d8LHv5 zsNaqerhTClq-%Q-lVjPGE8_G?^5>*=mz|DJMPhQP>&+eYROYhtmwlS-cQEa>U41&=WtQKPjm7$d3|zNS{AQ5nL!22 zoAmKdWl;P0tCrQK^#n3!9_8o}kS#j{?%~*y+jJX*X!bI*?Q zU)btx--!j54xX3&;m;KS!D&el&tV{%<=G22m_8Q!r{P%z3YfgXbOp+*GehU1jtZz_ zv_+`S0$fL_$6J9*HZGXi!l>V2TJ2K*(we#CxX%r&LkC})Z4jdj!5ED6DagFR*~cE5h1NnRv%ug{F>jWDPAR%WH2tjU=L zeJ%?ejM5EYF$J##6|nyg>1|fsF@VGaPvCTpB~Z|@JH-O%ZXL7vbi^`2!I;E}|U{L$*C(|cHg{S+GpEU*p>T7W|moEF!%PCBd> zQYzTqnq%_KqLW-Z&zUA8M)uZV@8d8cplS9MAgUBEj6(fC?mHP{6yDvC3!(<9E%9g} zNoQ`5()85Yy-xoo=FnmGD=x1K&Ie6-aF;+wwVfLVPzrFD8I&tGH6HJ3>5+w3_<@e^V@0#8QgN1|HO3&QBTlKdAk$$#h!h(E$0z z$xqDf-1YGo9Fh_lBbz=hZs6J1) zb<7A9QQQ!MF1-%krZv2RO!nywAY;xyo8v+WZ_c_dWvaja<$(kALCcROw4dA84tLU{ zLB!=c%%J2db8aZ^`>N8!PY*2xLkaZXNtv0WS;lxY5w95U-;)g$h(ab~Td`AhB1xEb zbYSZDp+G6L$n~-p0*DH@5?F_gMluo|4vGSw32dBE;^>gltB~;>q5`?t&MpySaER;5 z?r^hYkZ_=E&KiTWCC8*Nvv#cUGh@ZibYt9IwapIwL^1re@_l$Yh;gx({ zNyc(SA=aJ!txD_ig{&&cBp^&c#yzfF_Oh8}_(!qmj)JNua6KYhk?qwqH;mQxU?LR) zgpb5iz1OZvMS!n`lJcTl#>`6|_=!F?sjJ^vH#RTYcY!=U(s_ox ze$ztEWS9DW$2O>zBQ1*0zSz$(j;`gFt+BKT?N^&FD#(@m@TY5}D0K<_^W}D_6C-;B z!Q}-B5AM4I(fS*`)I3z?nGDu%?LT z0r4=Qn87x=Qt)Zkxj~mKg|>=jexJ^_WmQ|pbT?=W+1 z?@7^fnSM}skn40vdt@aqSJJA?{D{(>o3!zjQ*!ZY+p6h^7dBQ9W?x{Fj_K~eIX&h| z5N5yQYHg@GfZvuCp!{IDRd1BenV zOmT@$5oZBv;KF(vCl}DbBv0sGSHb{V%UI#>Zq}8WJZO|^HD#SPaU>L3BbXFeBUB&h z3#%sss~chones|Q+{-U1uwlV(Hu`$~HelHb zfUcJzAAG7)@#Av?J1P}Q|0``w1rooiC3SHbE2Vo^^mdqzlj>pBTR&U;z=J^e>$o6f zKy!evwSQgIY5`Md{_LQA;)%wVdJf^pD7%Ehb|qYi|DOwH~0FQ%Hd0Ear6Zd zcM9u4EcjDBG|BMlqFu!233=l8`T2S4>+7j)I@6ywzwe*s+MAxeST-gj{o9@{#w%VP z7-8osUY?JZc3&dCU7ej@G&oS?L%($G9_)g!9M($VwTf&vn!K*`@t~z~GkXVsl?;B{ ztH_D9fzxnKZ`x|`2jIfq6$5G6NT^oUYMGfRHECek=0J}Z28!He3Hg8Hv3gk0dRL|v z4mYV(l{Jt!TIz>VT*Surfd11V+DS|s_oluT?Ux%WTd!z8{Tv;;OW*bn2k?&j0I&yl zKYdK&b%==qk`)RVz#pd^X+AXoEgOBo0)P0d(!|qN3iSg+ z)f6NP2D_hc4}Ij`ZMP;)sS7%=z(RNVZ~&TLb-lf0)sNRaXp8TIszp&(gq?n4gA;ws zms4P@Obx4p50RU`l<>p-z&^jjSd@gM(VH(^=Asf^!JaZo7)PUsIR+Kl-*%nzn?_aE z!k1i#Pnrqr&DltSrq7)s0|KFf(|*MdXnL?!Vs1O6imKTkBpKZe1X^G#K`FiD_1(;H zb01y>$oxp>5J)cU1q3au+7}{OnT0ZU^uqNc_mfHW%;~_ez53b)mLYGpO#Z#&c|bgO zE6BilziEtGCmNRNz47Y1BSpI+A@~<}JO$oD$fXJ_*bg~k_XDr8FyXG zKV9-`N*}+P76L@PSu$+m7B9^_u&na~4yMbGH}f6P5^p|!x!U#oB7<)yjVDw2jW+nd z1~A6$1rB2&n0=!Ne1{GI6K*AA21yx+zhgwE5jAn*;V6R^OPFuz5Z5Q%>;ngcqUE7& z2EBBgQY@#p_(L>i1faPF??t~Q6C95m=|bgTq1BnEG+aeo$L?m2(ieDB{1hUD4P6W{ z8Li6??gbAYe;ibtUr_Ab$42u#jtd2R3O@l}EcXT&@o$re~k)J!EH_;#hD1waR-@zH`@mk=dPjvJ6%8zyR zaV>vZ;TXVe>e$9_0C%{4gp}M+Gkmu8vHmWeLw5UXhak>D_{{PraV*v)W+=(+EcJo6 z5id!GqA%pppDi$Q&fyeuiUhx7Teeg!+iUkKO*Z3AA!OM^icvjxr^$VUo z!O9DcPal+Y(JvMK&h7&W4J#5NA+#*Oc_Is0DIW$>!zoL^t!OvP-r!5+>?1}*{LBdq zNU6369IfT9hm+A?^DVT)m5S(>%0(;me-Osi$rnWL0TsYhmZ}IL5sO72BOWr~GPHTg zI~a4bbC)SFazp#c8qHVwku0boNIyYem3P??y9JLa^Kiq;Bct+=M_?$_*0aesB$1hd z;Z$*>!!=r@VS@OgoDZ0IO!~olP0e74@`DXiP;deqft`-30y5e_eebxMgnw)@R5|7n z@9T3HLtrF4wF@(Aoa68L0(rRkC5>NwA|@|1^4Su@wUpG*-Ra`;tHLGxf#B?puC zNIfY*Q>M8C_ET>584WP=D-MoSc5kKSi><|b55g3NAMchBr}BH8Ujoj5Jsr79>5?Qi zgHNpe4A&H)(CE^fdmC5O;?@IG{9f~c5YjyXR66+Svx9Hs@m5yV5#RmN)#!LLZq@wm zokLSwT|?ttCfPSQu#+Uu=8Zy{s8u(jJSLR{e*=0V_jEKyVA)r(1%KGUNVk>lx+kBJ z7D{tu87mWa|ATTjcBsY2l10`Yy7M0k3yYtQ;gZn+_Ktxp(4?<`@gP5bZXgwIXAkbh zeOc$>C;8B~tJXSuZSsj*7_qp2VQ_|kVLy}>3#o^AcF*xZ7P-WzD||;e`|$Qt51;5^ zj>sP3-BP^L8JPjC`5jIYF1VmVU;d15za`H`!^YCT1e4_F!Ss%be?0q|+Ob`{h6xQM zVj^vJM7rro#r#LbA%Y3$miVP#JKqCnwSQVE7dtA6D!w@nc#88wUxA10ug85+{y8BM zPYfpKV%K4KFQ{2=_5IS7&}g;B;!xvr$5rCFrd38`9aMaO!Nw_(YvJ5wseIor5voLv z3@8)8n`4?npDawxWv}hdA)@|a+Ia0u#d$0b3n(fbxzU@2i|Rbj&dP@e5jd@i!x6yu z6kO2n#(i%O-`tVJqEe4(y_EE(tQV?8ix@^%T9jyggSAQCr{U=!*1-_Ddwh3k6Q4#c zCyDhMtUIH`8Fgg1BJ2O#vc8-+PB`bA+8c8NIvnq&=d2^2R{@eQQw{Y@0!KMmk<_#4 zcK8C|@a#+dA=L^d6%Lr@7fsR6pz>F})ee_0TBKj9pg zfJ!K#S@{e&j*{nzWn+OsyJ#L0QjPq^YG&dtI0H83g_K12uRl@IuN#Rp4ZLC-R%Ge< zh;}2Rf$GJ4IUhKz+D-<(MZcjtOTZ}g!5SyP(7)0Cy<3{giC{SNBz5+F5b@#4G5c8PuuX-kao|$|GF5 zbVMJ#NlDVh3pJhfEX{RilPj9hpda$Qry04P5+4K=w7K8LRTzQ>7t`J;>dzl+3Nl=e2=VAWMSvmyGar*|`=SR!Ac2fz}Q!@cUqAIjo)+ z?Pu>fj=KAOs(@iVfdovOZAPo=Npn;pq9ibN_!sVE69U9bOCwa5;mCCXk8k14& z?Mwv91G*CTIdM9ACrlSjkk}+9I)5K%gjAX_r%AV(b4xYG=%okb)Zl=bZ9B{wtyq9> zQQVVdmGL1?(+)_WDSU`EkAE`&j?GIiw$8wqFkd;H(iC=CKk*CV+`P>j06fGxByUqy z=3EXHU;@5N@y~99@ByV!eod2c*}pCU&L*}(Q|MXM2pWEA>sIaN>IIah@n3Oh8s&Cs z?kANwz012Eq9GRojuyNEsUm>8vbH*AsQ0RHCJ(8d`=7qTC-UTZ#;iQaDMQa)k+__G z6oB(*|D*v6AN-xbK09$3$E%ESY;e-dZMUZF%l_C!L=seaUCY=n+syJQl>bt3?qy?{ zj#MA%0$hbDT%TPDGsjm|g<@F9e|@jKGrqVm);?Z^X1#FV53eOl4-uRm>N8W5D9Mhg zsj?S=1e-F$gJ5$?-AFNn-m$Hr0!|kV+yjRZ*c!leMFFLEUpuY_Yj4@La=wVkq`HH& zyeC!Z_Qzg<@DUPY-~byqL*Z)4Fl-b>C6R6rVm!H_&Cyw(Wd_?5hS)2_0q1#pY;|WN zffW&YLIniq=Fkf`2nnID$1ZV&NzU^l0rs}wLj;S?O)0g+Q9VBy=81V#{IXb*EWsBO z$h+}s&DL#TDR&%M$4S-O{3)!83sqKE)wbWYVCp9`y2bHT{W2;Mkua0kN)n^of1D$3>|g84*z2K@(6aKAMN$p`ih^gg8l{ z{yDVJ01NN{Nl_F4c;k~@b_vx%W@@}(*k>U?^{wNr;R7Y$=Lma1WQAADRzl{1Q6Th! zdTbWE?aDFS0-mJ;Wq#cNP$Sg47Io<)@mm{Vl#yu12ovavdGNq*A4@On6Ozc)#;*e+ zG|Eb8#sOhy?*Y1kSab5r`Gj>PRxG5=pCFtb#XnF1F=^FW+`)C=6dBj^w-aHDZv%$= z6|Q6&!o}@|NGNJD&8dH$io3_LDqw7^OO(Dj%)c`itQmmA8=x0v2G$MJ8>p?H<} zT+LrPMSiMzU`|i}ymQ}2(R3_#@ao$9xjyXrw(1}vn?Q%}VE$-x3*?x)}hgim12Q#>mqoj>9mz&oNPy>M&)uFnqwUs`~X%mp5BTrKHNLZd}bk05>bvesH+>)bB1Y z>^ip9P=|%ji(c{J=F=1OI85-o_X=GyKVQ1$t#-Bpwrl~c%n9|EvzR(W zI4!ZLYro64o{YhH#&-hn9RHn6e!v@Ab4 z^d?RAJC~fTu==|!Zdtoo^k9Mx9+n<&4G1SD768QB@;90b3ydTT)mo&oD}5Dnnv9i2 z$eojy5$XzVnfjO+d~G!HgJUtD)yIeE)r0u@47T(7W;YDy&VfFV;S$WY?Ck(f}9iiFvl3j_^!q zzVYxTBZ4!oijY9g#U0I+=WG`EBIaV=tZJp|Qzd)jHXV!Fms0Wqk?#{aW-c5+VU9xO za#UKJBYDbkZ})rgX&8;NN^gh!7le|tc&oY5let4lrK?%Ly(MrDb__u=uf(8Qj;;iD zz1_j@qWc!|nu%HtQCuj*g-Zm{}ZJ|mZH1uE#(_GvfJFdPfw8miCLn#r#Jyf~xO(k!%m=vXVo1)xR4fM}x zwlaMuz{tut8i1QCMdK;Gr;_5&C@>|rpXVy8(Q@&cO_$~vu{F$u$GWSI1{b-Arg{7Tnt_Nw+^PSk9dYhzqlGL83Z95H}9G&J}2IhN3^ubUY9gc$I zly=5aCioB^-507w+}c<J#`dqUL5D+;BZ=#3{{WbjW`fPo0ieFK!M;L6VjaskO^Oot#)~NVzsJ zZ4MBBW=aO?9yrI!%hilyeIZ#|Cn}j}-QYY#`Wv=$AEP{u$-Tq*k+*P1JETQ(l+Z)ebZGQ-jWm52f zg4iN-&zcq8uJ-XUa&^6NCgH3`!M3wsyNJ(MG;Tcdjcy&0Sp4^8+J_2KI?=m&{bPCA z9Tl#=x59-C8~ywO6a&MA4Ci-gG*G&6gC^6m0Tre~w7r6!Z9+riC2NTeHrkWHV+gX~ z_=JD9p-Ga*sJNoi zNi=;ffc?7Md&{QNoZ5&7fabc~k{{-}ahGw$I1z6S5Mie4dgoTAtB5aeWzbV!xHT8Z zgLVT*RQBeeOtw=6@AQ<8Ta0VBQ(ebqqp`#rq&|f~FK#`#ZWVRo`(7`M!#9rYk_9N! zD4Bk_;tV8{VGOSE{me_-%pbsn5Bhsvhb72!@KpxfhhG;sg*@~$GTe$3wa z%LC{8AyeV}6nrMz$2f}b)stnR54k{J+0+r&Gd@A(;p=T*#Pw=j|LwK9)(02is{CP={pcmRmpup`cLsMV14d^knw4W1e zJqQSkoGcr9a3(0~zJHy1+fvpX%BY~vponF3veI~#`15Ci8QoTD&KMVuVA6cW=#3syh`oJZqyMPN?B(^8V#csc-npfLt*D3Qn!8n`zjt= zq=(zzZAyA++!^uK<%FPK+IV+#qcj?>yrmJ!;`-1S5=jIJCf5>{8c`egiK6v_`EoJ% zX0O2FvZYLa4?pz4)?VC-xe5^ksofHt}AUg-%%4~(=#b*%j}A4SXQT2z-A>mSFpS9WsY?9zQex1?C?C| z%%cVx8~wC=vI`W6Ia}g(rULO* z*wtsRokaS#S1mkSXb?fYr!4A6_2v56NNPReMJfo%F1xqOpon6yi-LW+1~;uBFPH9q ztO!SSV5hhXk0jZbl6(*jR>s>adJsC`CG&HN3j&ZP8F>(NV+8=W-vaKsmXx}*h1XZ? zB_kHd$D1}zj=Nv|9G_Y&>XzSQDtuEx?h#pumhi@8_`r(H_(aSD5}3IjKSOBM-{=2Y z#9(~d+rYM|fiz+KEl3cV4{$tD>tKbnGN?zcHS_CaqCVpC$by0Qb(WI$Cd%;8q!`Jo ziV{bZs?ay*AG*JI`wkV9Bt1M#*XY&$3g{^@Gn0!xu7a0@>(YI3yp8qaEbg-}br}3A zz(vcpP{+EhO?+y~4}R|M-V16tTqOBDrke%!vZZ%w41ntc*#0c+8W$u;&$=$EXXjyP z&Z@mF3K1C{Vpjz+6&hb%Yfp*k?a!cRp?k>ek8pX$cs%4Z#u9m-INdBP#9$N)s&5}s)GsH+R^vPQ;ixIG6YZwDq<&#($Ok# zdue4CqqfVsdV%A&zhX+`RGzyuO1mZAArrv7234aZ$80sA1y-J-McZn#+>E&~OYcXF zWu+Vi025vaL)v126ndkm2)fJVY=j?1$ z^OWWq=rN|jm~{Kib;5aS*@jJ?9E;g>J(L`yO>%T_X>Ja*9OA2?X{wazrrd2Hri^Uu zBBO@94hPePur6m4&9@*y%mW4_mrdG|uj`UJUB^2x+4l_&4Kopid|U0(xN)WM8JF6~&TD61r}BI&$cPw%27^oxA}^a~Z0)TDKK#?A zR{_6p6+5qGyQ}XC0FtD1zulV;hZMScP0R*voCl4MXi^56{%CJE-W*+VG zBZ5(zjJW%7z0^w0?@^Z_o2GG%@$V|+r(yqE!g3TTaTw>)Vm)VMAuk*jN%H0(WJaIE zR6?(d3dG#*uRrDVW;lyE`k)7ffbksZGtg+gRKdz2qvwr~7O|p>!w&IA#K}oNM~BAe z;8Ht&9?6E~Eb;7O#X%NIsD>R|H0Pggv<5>LzIB$)1wgWA__o;C^AW%b==CEV&0 z6)77CM1*X!1bFu^qt(VXm<3Zh5tv^~YXor3VcY4jguQjn)J?8uQf|xrjZfBLCa;5W z98WHQ`p@(XQ37CazpIox`jp}`p~5o4U!&r%H8(09wR~CZ=iGF9@X4xJ0Mrd{Gj9{w z&J?L2{WThm5IxK>WH_)C;e!Bw3E`R`=R#`T+9YA{?nA^#h#8G#V?pF=i9ZLJ7&u^} zm^Z>fV^bGag?x;qr(sOd-F&yM@cE4B1Gq&{BR32xS^Ve1>YlJhU$gH04wnP4HGk*1UX@9`O>VVJI4b`*3c8 z!H2)y!bG99Ap}fR9XJ3e4hw~AU`O{f-;*bhBL8av%$L&J;x5fwe3)%Bw6hR8s!ujC zkD{1Q=Y8V;j+^SIR2w=>K#=p+Fk{?LZR;q1Tpq!l=+J-18+;AR3?|old)^7311~** zWSG0F$JULt;LJvr9sJMX4Ygei1%Y{{0j}5`J%DZg3YBHKI{m(-o>+9R1QZ7IuTfv< zwBs7NTEqZEFqa!LSlf$&oOe3gfTrzqMjTjuq&=vM{;cDUfgugYJOJ!(e3-Q)r&NOm zoRGyRI{>VFdR8FP-~G(?`OvS!2LZ#`a~E3yIpBDHe0Ue2w|nidkuh6K#DB#+XKgjb zbM!w>BxBg@qH37Hgq8aTR6H*rdoP-g5H3SZqE=wd!ab$Nfu^Q`Vd@ww|q1iY$>S-{Uo1IG2hNxsUgepz)Rbsx$u=%|6c` zHEt$gE}b*5)v&Tb`BQ!Y4QAk{Xja|ks*6hIFJc96M{i!x^639B0_N9{du$jO=l@f{ zJP|5j?uGpirw{Z06+GVYV}fFQ(a}K=`8!9-^~SaBGQl4LlmJG>q`cRS{gY-z>--;O z@ISxEZ>kEG@q8V3>re25Dwxk?M>Sh)Mu(C_BS1lLDB(V>XpQYK1?A%Z@kViUFRjT&8fiXzpDeMavCh9q0f$zcs7Cyt z@$;B4s;K`%!JK_XEXB>Heqibyqkr6gZGVt;6&p5$9>x)!EUSG&bF!=4d z-}pPzbYi&me{uDeVQqHJ+Ayxgic_FC#VPI-Z*kWEg%-Eq?p~}E_u>)=4#C}_6fYj! z-Th1N``ORl@5iroTv=Ho>zqlBaL&y4zs&X5fa!;KpEvwi2;Y}K1BQP4R9w{;2G=yK z2oWsS)vDifPCQ?2RH<9D{?p+eRJ1R3Q})crt49W?=&xMIyTVt7{QMzN#86BatMNzS-uitP}4; zZ?{0N_P=!=B7-yRt{x>MPezfoJ(z!C9+gfBuc^N%jD%|E zTdH_4_T<76qWm;~aZ#Vg078 zb;~iplbA>hJ4NRh+U!MhHWuhm<-9j?%)5HM8?%w~Qo5}(-kNSE)3_48)pIw6AFdyf zQC+XIaXad}n%e8QBovWyLD_Le7FYYFX4iwj|?Y})wbfV4x7Zp9XRb-6m6qk41G5fhOBfFZGPLarV}-TOrj+G+ za$Agca}MO^zy1b#xtcTfk3Y)o;lzi91q{dyt%(vsE?r$o&rc5qjtZnH{+#a@bnaXI9&e-Q3Fb;- zTh`Mq9Pzr64u|;P-fCM6V`U=>1KWaL!ksUH{{yJB2BZjeWCB z3)8!=bqWpZ`njZdV>_Sfm(`pT`pVN$$zRX~ zU9bux=F;dd0hD^N44~_zn=A=b!w(pBKF7 zP{fjwqcZh!zVjp)%rbuk7QJ0LB9CkHMGHRY=7=i-Js-OVfh*x486$YkZbGo1V!@HfdOOVcWi(U4| zoF~Z@=tAmySn@Odt6?Qf!z8i&Cm(KNTXMpVo8SC=ZSu!WKZ@x{XIUU&SNCnxe$EfK zJB1$Ye^HQvJO>W$c4(Y^x*SK+>6&FG1jLZ7lbH!2pG+e*5t^laaKD^5wg4==1p0%a z=}As2f9I8GbwP!aMegcDTf6Gd;1^NrvA{=3?0k?($J*7cN9l|Bu9^AUfM>7LMXMY{ zKq0bDTNvb*@scatyN*ZaD;k5dvQ~R z$K+jC;hVb$)Gf1x7dJ~Hwq36DqE`E}^UqgbJC|Hhc=A;FyCnBzWMlj1yC>$mmzOa-z!3Q6OvP`hv#lC_h+J9$0+r&#S$yY=KR1{#Tw=NjG! z-+(OXkFLDCw0>RL5E5Gxyw(vMG0-7CExZsKikr7vazY79s^oxYTQtF&Y z*UT^}AdA(YD9dQ8%A2|MdD8@T^~ONo6RU*qZ0ef``myJxEn3QX&t8^8{k<%xwdl36 zuP*TFt!^6To^hSpuPfLAs|LewU8F5^JD_Fbb)gUgj2DVe7 zU$i~w+?FN~og)VH>45-1-tEk8Ka#Hp6)&~!_M%p{-f%eupj%Y^0Yq%_n>1Q@ z0))7c(yG07I2hmDH8Oa}mYZ!3Dt72Z8Ddlzl+q6y?|)zC&O4ZkTc(SpUgw_WuKqlG zlX-#nt9cv_(Nv{{&3qP<+s1r0#`W%H*1zIqz40pPJo$I_qmdk44h|%wWAFLi^^6Q? zrR+=w^ko6^`jSK!(_+(fE#{>oQmNg>}B@Q{Xs!NN&czwg-0mD2(3q8 zLd41J6RtinH|2XvD6=lg616x z{<$Cd$!O~QhP;T?>uo4z!^w&*o#7RHigH=9@=yxDSzvl*hY0XfVX-P%B7+pnMpf!~ zXJ}dZV?hpV#Q3)v4JNqtvNWzb5R5;3`@&1g>o{CO)b_P(cH;701r;#I5%qJ@@49p# zc2X8@I`A7XDDz(k7$;VBlxg0$m77)k_d#j9}7J~W8UGNDo59mi53 zRW-T26<__%o&z=^GD%S7;}QrurYG~0&Q-Hox9~3C`U>T`QXQW#C)gJa9369Zo|O#! z#91KH+hglI;x_e4`#xRZ0eO@Z;26qvk}$*@76zH9bb=G&{yo+T8@p*2;~?HD~32@3Y@r*VX^ zY0{5r_$N|n#pdAovOZx}yfYGJ_BkAqXAmx=tY4YBoZ1&-Z-;tDZs?J#wj2%&-y)73 z6y;ndaV0DvtB%Ni8orCZa-d0E6Q&WVc4IqAhnQj|_?p<+?HdBGSWaBBdCEAyV%z6X z9P+QywX51l0G_TO&Bi?pB?s{iNR6FFd7ZvyHDgdY%4TLZlZ_oEkWDX`5-0t2^ZrF{ zGI;=fr`D`m4o>5`@`$ES88ztj!5B^x9p_CshHOsU0Xw3N#Ai3*~iLgTlfM#Uzhczvqe$)OMH@;Zi(_^ z-*=zH|1pN~@af?VOm#w}0!BVFd87q=$|{NYASkx9Zo=zhlO}A@5A8sMp{pO3(f8 zounK}PYDKMDz2AWxYSR~TYZZ2Vk*F`sb=BBRr|rYBTWxfnv6)>xeJVlnMB4lY{^Z@`UO72LDji2R;}v8CQiy{;@$oG+P@=F|K<8SC&vgx z+$2uBjLFgHxU7Y}`sm=o-Er6^fM!3lXI?(bdKNi*6X@tJf5QRdmGwFQQfAb1N(zTf z&}fMY%^c;RxT=a7}a^A*D9XT1$p zdiU;xMiUk6_=ljEX?lG!MjrYDUj#GX^{a2Nr?=FLsXH;l4^|pk5N6cytD83)s8Jd; zB%7U~4}H*C2P@8Y8Ddn9ZkoKwJqw~4fk$3qJ{*REc4|PCjH=Y?~C+C{~ zV7es*a~lA`)qG<{4nW@kY!egoY4krw$(w+cAyJ;S`1`!lv&LCI$?}=-_v{Dmoq;TJ z#B&~Ruu#EsatoS)92L~#Mfaf%W z401BKA@}0aM7GLXV_3f0}+*tF3@%ZfWK{uy)q%kKaO;=7#@7|8R z5AVn%i$~gU%0$$`$KH%9A0jy&>D+QL?RAvgA!1fQFe>*UC-!aP)|O{M<^5PS%PzBHt`fKukhi6PY@)vlh7X!y`BBIu>iWlyugF7i%_^Nvq2lmD zk6z`kAnKZIZ^o0U@=@T98FqCHdqEkK`4rl^Z?E_ASPgOR0+0-GHLmo>KJM5U*{gC= zJ)V;XsRKitaY&>OE?ym|;>r_OPPYu3V_+acUY^3vT_RWiW*D4F1p8)J%p zXm0;;Qa(b9-W3{DAvR0BBwe!@jQ}A)5A#ovt%I*i5!K@D^{F_(eeK1|{DtWnYwLG4qdQ*O}qj>kOvj z7HatE&l$d%>v??+hZ^!rt&@Qpx-L~tq zj32LVLt3AXVY8u(emvlxC$^XSKct_|;`u(z{ph^fp~us-&vq@B(JK*JlzwD3tXxmC z?wSz16ZtClb}tqeNRc`(Ldn~lubVa@!wbL^6vGsDlr3r{{#>Mr$UbJJj0ko>V($oa zLRcmyu3>34}&q>??ZmNau_xrpsQkSNn7~n?+$2 zF2pNM{uTQ76-VU53P)%eY5(y9Plhb-&p_5h$>w(vji(lL=v??h%N@B8Q6VciOf_-> z$mh@urRCrrh-Wb!P=frzLGCjJ-k0dc(a1Y#a;zJ%euJ*CJ0x}vMcvT%giZa{dxrhkx}0L6B! zh=2n4hDb#R?Nq4n`BFc!P~^26_Mbl~nwGV3@Ids!^k(jlc%PU?N7{bGN!bw(}C>hiK% zYxMFkF_OZ#8~VD_Rj=Iq(J6T>r)C7@fQ3^E(){Ti)6{s8VZ)!FtbFRwAVc>CU$nTi z7~3#79+ztz*B!4{Fei2Zbf&@@L$i3RY4-dk0u=s2rc;Z)GpQfpQlhU@CO1M+k-B1B zgG-puk)XVBLDOaRO1@`j$x>EQf;rF`PRHama9nXq!DsX7<&SVm4&M)+fJUBB5z-+^ zU0nf&0DMU#J`Yc%*HwtJRMBImcz6itl}K2$)Olagx>^aXUNfcRzgE|7Du-4LnGkGo zrAy^$VXHX}GQD(JKL=A-y#!XAfaG-CQ>smPs2L1VEgM@vphc~j)yj5a1f3u6C=W#Q zyNWv;@Xz6byhb11LKBtOY!x{%7^-$rl-QOOB&>i%q-DL8QVgLI1l?=ZVdD8cL zyDs~6cwYD7FbW{0z*-_iN{W)mLHNmcZ(kG%nEO+do)V3jZsYOlkslqv`>ky|hrQVK zLoE?K-ZU`&bHaesd*>8CeY#C-pHJdpJ0w7?+`=^}uPOYdKpWD!uZWksnzaLnpE=C}cg0a=>ihW=yJDpCMUN(J|1os7znc=EV{Lh}T%PLs= zYT_EKKH$tsj5{Yb zq@vNWSWvBu>fDmE!A?!#*lGH__kMJU9oW>z#tx*wg4jnidIWa%E%(h26Da1Jb>CRI z=w$tNlvgT==Is_AMT2(72+DM6QUT{PfCgGx$b$F>k*#b zT;)|#M0ALv-|U2E=jPy*BR!h9lVhhF^$ZL$~;a{z4IaXkX~m=UVMEEO%@z! zf8zx&9C!f4#|RdD5R9C_4iw1c&uMtskg?MZ7jF@~ANTzmxsnI3{BFJ{s7HT^A3)4z zvuO%o84NOh6;jQPvDM`O9H0fS-6wr_rKG3*6)@sRZ^4xODKa*VTINqt+(z@^K;1_R z>`?F2I{R=CJg96`Z}xUjb+|lBif`UDpbORj2LbG@-fX~Iht=Pgbn7xid>ZYG&xI7B zKFQpjz0p};plo@;)zzbA4sN0|UsKp^YuH2UHU|GMwk_@V=Zv?%E=k_TeqnF z1{)!;mDPrg1olzmmTrnuo)cizzWre<`KN~?%`Gy99P(K*0@>C#t3}(G9S#!xCH4PQ zAk2{CL1qhj#@!`MfFE(4Ai;;s3 zsB|%ACX(ZJ3i6SQn3#^X;vZyRYgIo(&=Ic=X@(4i7Am!HG$TXOBe});lM#z;3%jj0 ziEB^hH@QQJAU=LD-t!1Npr$KOi@bFr^vm2b(mmQIp)LpMv^_fDL=LT`K;VH`g1FQ< zX^zRkhuVe@a2nQGae_d*lIw7EG3lACokU%+zE^;G)SOPK1Dsf?w{0up-&;cR4sK9= zHZ1zT! z>S}?Y6Nex#2hTncf+^jU4CA?G%V95Z<7_O+v`sz zBK#9Mae4tG#DwsKsQ6~dt6lJbRr%MOs;T9ibA<>?K7-$G7ZjO}rTj_%eYCxcH%4V&z*1s}qCDc@$<#A_cPU zh3mXbNO~44G>BN3erchsPBTK#eJ$}*l!KA_LZHXsJCFaO~-aY*%Jrol_y*Prc(SCUqA`r_o zW)-V09=rsu9|%@xLFc*W3Qno$wYxgC$Pyf`YCkH@I7zb(>9)bpt0`^`512R)3LN2O zatR!PMv@;1O;d^!YZU^pBK{ySJ= z3)n%KNB`p2g%l+}xPSk%O3pb!fqt?10~Qc zT|kuGcPs^Rt~bCd1=4Tl8gEv~k{EYS6m(#BL&(qCsTG)1{f=(59k;N_1vydZZm`#w z78qjUY=i^2L?)*j+Wzrrl3QBnGftFg64@cg`wO5WR>}?))*SmPjQ_rMW=rD+>tZgU z0qbH;uEV_YlazB^ou)O?Axmt!4odtsV!yf$9ndBpr!rsGl*E794c1_rwd@au<%lv( zDDxCtN@3TZ<^DYq5@zug)YdF1GFA#LA4r)1a3-Cb1ibPpy^btvq2^nryHu?11$@Uj z_vnRjsX-`&P)xeT(+x+g;?^MQ&@7#0Y}Q+vok$nBdf@v40M5iUV4;65*8KJ3%>&7g z)2SAUFg@d>u!BmRbdy1MiUj7)Pw%%|F#PF&c6x!BvV#=DKtp~E6n1{guzyI^2b&1Q zdI2dO=~mx9Oj;X|;^T9raUm?8VOKkuEttDkL&&OD7D!XnFy7z3B@Owsu6WC-hGC~< zX@0B=><36Qo9G_TxLNk-%F14V%;CpNKkGCMb4;Y^wVIKzS;jSDAEgU1ewC7J*t>JZ zBOSi`46RwIBZ92de2%z8N#92Ff@0*gdBe)F2XOR=F0XD1K{tb)eSV{A-|yvx6Vj_r z5914Meu%3g>Fqc9ot*X*DaY~PE+GKwIN{lgej^O=xl|72Gl*@A0W7f3*Yvl|!zDD` zmctTjS+9Ly#UlAUT&$6tP$xjCM^E>gogN=))s=-r&|tI=mB&gY1CY&$a5kZU*OT}J z?aRXbVptl$IODYy)u<#gy}v7bXXpxf1-ECw$iio5G65r-CgvZQGFAy1BEeENA&A7g zCEgx9(eS1S#E=%OuuqdeR9kp=zjF(B(#P8sC6GhFGFF(7UwKT!;qMMNn~*u$M|b>g zkds%P%=uPw%P$i?fSz(fijyfIZslNIH)s%USmkvMO^nlZ=-fk&j~KvS*W(>(cqoU` zN6}luKEAg!B;y$c4PW)kFroTfQfKL%giPd+rK;1vUmcLa_^$wT>hmiDOAV5TXfL7F z4g)l{c>q&Sh&=HaWE~|+BcymGf+aGJqb6c=t-k`D`^=HL)64+@bAs}ybni4n+kq{C zRZC;FyZi^00B6rrqy7D-xA=;(=;mD}_gF8sN*lkuGW2YGzL2uS%x)vIFDlstg0c&J zU)}VMy4rbDvilqNTq4!tAq^e*OxJ8ybZ{89$)SR+DOcRhE(+OUjmy7c-9BITMe_05 zXHVwIrB8h><%OQ{Oy%%*JAIjG$dn=SrVF&$%^|`0a^Cqalw_zXL`?nTKJpNnPOnLf=0k!1Sk*FTxdne4Z{61eoI z55?S&RW^G*E+(+lEy^4TMg*eEI&xXr3?l;w^Em9kKXw-KK;F>O%u+OlfpTI$y)3{b zE6i4Q_H#v!SNln#5FoqWaW!~Qff42)eNsp7TLv=JTUaqduHrUGKqv8@ke{?F`Q`ee zOyQO}x{qCTuMzuTnUqm%Wo-yT0yI-os?V80AojV#%WAF>f(Gf5o~SkU{cvkzrjlQq zOS*;dHC`VC^bTZgnlomY%KluXzk{}pA1xU;ArNoAuPWddqXRZY#{F9=#7GMH8maS9 z2A5@V3AZx4uwT94)PGS~25Q<6AkRbsDOciT53TS{%TUu;a^ut%{K4f;)pvPrYqS?} zhrHtFt19X_H;4(i&X|QK9#(FpGq~(DBT5unvLR$_X+J;r8W^z_kn0z(ae2oGX#kp1NP74jLVx(*%If?*2!YrICHWu zw{CHr%n|3}+&Lt&(e}gxAz}C}+*~**Px7%p*t4yMbV@J3r{RIh_E7J8vhcri%d6+k z+>v(Pdm7LmnG-qKr1d;^2}N=%&FSK5v$Ol?8Y=Scz_CY^=|Xj2i{*^~<9n!es3%v$OvmCbBk6nTk+s25AHrAI3daZQ?_PfIi2B|5 zU;o-}jO51YOrD+SO=2BMrj48W@LE_F(ratWSb$zgf=5q}PA7mq|J_CEjV^lN=TGwl zl1WL-1trBFKfZC)D-1WovFtPJ%O$_AT35fSdXeb!uL^%co#oyjjq4cbzxFv5A^vzc zI{I*bHTux{wqq4jQ0nZhtLOJsFJ_FCon15K{%7yY#uKw6Wn0)YRzgl^2Jy|+ZS-Mw~yHf*Kkd{*c zhMnvDWnAu5Z274H5?ygXYCr%`P!r;nG9BB`Bv>CSP&6M)U}{LVDq0zGwK$z~kU1Ot z)@U+hq|g<^+n$#SP?++)7VC)ri8~a6{gD3Nw;a~toVNnxVmO&PpBc#Z$^9s1)r#YC za6HI+uHHDaopqKNJSnL|z&@AgRg@;3l zm^$sl{hJ%evzUhcC?B;98r-$?K6#u>j(#*TPU%i%20Y#I@#lxMrB07DFavaE^wsk$ zY<+UC<2r`ketZ~9^4|^xT`HRWu~rxjNw4hk)oHVzG5*nZr`$m&_|P%8ptQ#jcW^wF zq;rV0u5Tl(v$oaSe7|3$D+4(OiE$K4fLH+g$ZvHz$cvMe%IBk38izwzN*Y*hK1eF0 z@q>LqD!W1E?>6Z6RT$rb>~1CWEIc)Yx3TPs4Nt4x-lk5r=fNKx9vkExQ5Jb8Ma#(- z(bMz!<&VmHZkB}NXsvna)TABko}7!ZowVo>hKy|7$#~8@09IP+FV@BH++Xg&>A)kw zg8UzZvIniS`mRJQMh1{=?{Bb5xVrkNVT|V|vTj1nV=?X~;eM|Y$2Bs-8Z_c=WV95i z(1Yu+8u$GLZr4`Zud3>)D<*<}f*lTj5#Im;jSMvv(NRU?5pTaSUGx$rfD;T z>_g4XYiJ&{GszIZzt}->Ar87#qF}oWpf)JL<#(k(ZjUg4cKE3Q5u| zm{||x{h3!K!AgZWM3Nau4ny^=^E=FFDJ-H49ko0Aj>2L}ER5^-XH9btQ=stuadEG< zmkZ6bwQ~>bmDYq;M>AvJy6Z1MbsoPTYSaH5Kw~bq`Q>Kv34{vsO}}0lis<_W+5GHZ zWiy)grGEZtfJU{fG7hmuOR=%6Jq?e+)aeb8;Dj+t*Q|9RWHQxRfMUjUPfm3LQ#YPw zwabe^``F2|x`d0gq;uS+d>IKiNehZEN3Y8JvUD?R(%+B_-mcynv;@4yEeDcd}Vt-7cZB%VN38Fuj^g6 zAAXFhi}2SgePZIB9sI(Zl+Nd1%lZ4_OfkbV!kIl&LeLExr9Y3RzG3OpPziz1MVgpw ztAn7Br^B?F0<**V`62o4SIZr_lZ%XOG7%90uWF5}nJi*CR2&u{h$B%em@nM_VG)~ z_tDK4+Dcp9Mn3~G_UuLOTEL?9V~Bq}(}9|{C2jBmb`{y9IsJ(}xBZQA3_0(}GPeFm zT20-AQngi2L^x1T100673EsRF z*Ym+xbv69aw4WJ$ZO6|miOWg-k-8f>0G7VZ+&7eNz^&H6dYz8iq3iCMNGCS`S#AbV zguW3`dtY$TY&@R=}Ne4Y*V)8LEu+%N)g2<95IubX(hyZRwE z^BU@ovVI2}>1(iZqK)=StJ~J`sYU26O$CEh4e%5E?#ZDa6QQHk@SsG((&5kg$I^Fk z(!sPuJ;&K2lW;GGPn2wpfabcL0vFKzLq0b7zYs zj!!i+){~NdLeM|{4Kzu}H>P1}mm%zSGsVB6{-ht17i%x@idY>}vah9P8r@Gq>vF&J zL*^uG?zAIEXX%C{7ux-OHdBR4`TJZi3U7)j7$E7^oG5byvI@24{TU)_M@3v=B#bu0 zWr+Vu7^Wn*j@wLNWVD+|eg&IM`Jt&7)B1JI3jR?utODg5h$a3H=VklejAcsK7p^X3 zwr7M)Lwzp}jfM7iY%mZ8ixQ4wfaOKa_X{|e2H>g%u) z=^DZZ$O1bc-&asuvEopcgZe$*%kgz%nqEd-VTop|y-lLR(l3$4qmIYA7;mYCrYO)> zRWK&&$0`;kA&|5IZ1AB3x zu{-1)(k`4BCVI-ao>m6$_Xk}I0OFa)rLXc1PN?Kjc~^vBq|m=GLdd|YivuFx)ximM zWt;ifjGOQt7;r*RIG!ov(S>E@bvb1s@cscDLd#lXl*8R!Ih;^Wu8hyYZ%5t?Ub1^e zd&ISGX^D}Pe~rUsucE;7zSRym>M&F7{T&(xg{41xSSEcn8+`IMf9;9|$gw&s3 z)R7dU-$ea&6&mrMI-JjIJ^+*TF2vMM$}{L9Pdj1FQ(_wlmm~SB|CqwGSD@v~@~Qm` zoW^NdeK~MsXV)v{kN9p`sSK?00GB-k(^g^lM>V%8lNc#n?H_KbriN>BBarD}od-S} zjnzIK#lNBQ*cNZ60PW0hYfiQDRXv_{~UCiz1mzMH*1=fLUbXvWFXG(EiTRj-T!eH99%&9$9Wt(Qh#1cKO^aXVGjof_Y>Ps z;^TrnrLm$u6$j0~8p9r|#(mb+t(vFP0d`?{;{68#urr!rXB;KoO3G81hPFn)3ah&R zR!P7Gz&A?;;Z}cQY!jwIqgDX0{P&>G5r>k>U&?dfX|u*k*Cc1jh=c#V0+&sW z+!1|&k3JuMjgt)P)60?l?;BG!)#ZIiVxv(stR^JWa(qpN2+3mxiBsx+8*%@y`grww z*WpMbug~2d$~6uCtI&twh|+TL*ZOD%a&_I9xe?+SHGrCbKDS{-AF#jwdIeT-@z47I z|L~s+{`(M?fBx=?zPXs{Pl5w3g_lys62ypboeP9~7$E5jlob6Hrv&>I4j1<| z!h7-b-*8q|+GYB@Y=)W(WqMYGOan3N6>pGJ)OEwlT)V|%f`CcCTdL>A$qsH` za*PFvNOq;gHr59qJQ6XCUj_d-y*K zBx2YZu$%e2<)rHhRtEql^nXr;$q6SwfP>o&{ks8HwD9lFe-|_mm=M?-{+dTVP!N|GR)`_s^5RTVSWd!P>z8ck$OAn8o8&%j(^q z*otK=3sN+c^EMa$dg8CF4`0lUY3LI3rA`*fv%mCx+jDF$DGcD$r|}I$v=#>KWl(Z(l8VM z_3Y0Wv9$NG3~%;)V-G#s^%o0Kpz z=NA1j#?j2zfk{P|{r0#$)?c^M9Vh4J7Xn*>^zfwfB%9z~SN7mPe(XYSYeX2HGeD2D zy&aH8$r~40ipfb{ma1h;F6DiFYoB*LA4`JHLxld1kAJ@B=a6JLIX8e0x_rE}22BD) zt8ze`H0MGp{zlPAcXlNI+IcxvQI3|&I)r?wY=0%~G|$xLtw5;5+)3f`A7wSEIV73K z14BPhjZ!&*G654}Rlo7DYySmRXm)~P)NgslyC=Bf6HgHVwUwbHG?yDy_dlg@a^Z~s zcr2*M04_Hf%8!)U(BttPJOAM*88`Xa*#udjO!QwJcnZL1`1aUedJ&6l_$kYmBiQF8 z^`%X7eANqrg%&dY^)T7Bwswe7@;ZWY{GAYG-Q0voJj=pD~MHt5Xiyxi;!Ov(Bh-b$rK3uVtf$v+cvozPARO z0+N`@NJRAq0t3o&Bf`I!+KP!N80W9K8S4!qyhYyu4iDF?= z{|nV1g#_q*6d;$3U+i#FPgp>}Qh?LMaOJVUlUr4(x98^N`+#^UD(RHY#^UBKekaXS@`@dlM7l(ht65|WdF!MWy zqiV~Y^ooAgB`M%owy^QnUQTm)98 z+PR;t3q#5qzDL5j^{b`M-K240;l~9zU|;5EH^;x3jIbZtOk-?P=9diC4}BrKAO+|Q zgPx8!2D10=P$x}`)RG-oeC@HY{m4EzZq*yKy6rD4eF1Gif1GrTr~88o6IW-ZP8 zEiZ#unw(6YdN~5nz0MD4>)nak%22|_FMxnt9tbz5p*N8 zt0~?!Lp-YYPmXY9f+!l4+5wo3D#iJ?SfXd=Zmj+1-gIxICr^jNOYv1 z$vL2b?GN_hLtg~EuTkT0o^IxAjpZJHO3oSlabj2~@K8?>q#tWWNlp5M61n5-| z9e2679#}BWs{swUqt8gXX6n>#EnMf73DCjpi&$Df8Eayll__eErY}uq9!+FAel2ID zQ%4TB4;Wx|ssW0>pBIGPP_pkT*`=$R4=vgKJ}4=r*SJc3by#3+?ik%gVF&^ydxe{$ zVN1aZgL@qInWHc|`yD0wYk-nX!J@3)+Vv_Gq`9nx*4%|0ptjIwRumeJuLf#q3=4N& z@n&f#Z1*McNXr!AZsBx1#NEUp1|Y{{Ls^CY#$Y!wV74hg7@lQzX54F!A9DC5!zCSA zXCzIwe3=`9@QOVKR^)0sNCa#9MLh1$^742sj0TgPEv}s&cf&OUt+~E#-)n-VYoRJp z02*{q?y)u|F}h}yTBtF>Xh-Y&7c~j(>IP{GFQQl45;467ZPp_T;}oy<_E{jN^Hl79 zim+s%a~pKfdQT}Zamn__z>4q+x*&AN^`)(p$_0}>cl<->ewO>QWrlzLJ*6!NM2tWB zWaW8TD_G&aZ71lU-DH$JM#f2lJ)8sP?)`Jz&@5D)5EN!b4}m-&1kZ9~UFnq?0+Z_WAP-?@3R2#Li#XuLiiRdH zA;`2zA~CZk)#8Cc5GV>;iWo4_bnhsi>G5<9@V%K;19~1*{JGiRT>$&Md%$F8iEzaD zoAvkUAc{F%W}bRnkuCKn^GR>43zs}}wYzKy0on##W<;$@>%wm89 zm9k~>>ji`NH};L}@rN7`Q!B^&4Yj{vK4T9wd-3-7b7gQ(e3fP@SREGCm$%d^Vhnh< zlhR5rY-;E4|MG^Vp~1y_IF(Y|*kFo{2$k}eL#%k4N4a5ksaom5@FSMuk9+KqUl!M&Inl%B_FI!E}ZrQdKv_|r3SN10WYV2n2a`N(ofmp0g`9t z4T@&A6KD3fjtan_P>2MPnu6*2dRXr-_Zvu!C2Rl4^l-8$1nm&=vF%Qlr4T1}|}OIcsdpbf#G? zX%V&fl$!X@t>|tEg8X@q=HxPxyl-}J zTe0E9GreL0&F)UcPA8A$URTw_1+P|0SA1*lE@+%Pgp8&pQi*4^kLrn;-vF$W8%A@7 z%SZd3$5)!3cqZ)NTO$`WJHAR{f$ToPJbrxx#)-X+YgVFuW+7G!(O17;%nu;S<7x-)r^9=TnB|&%T33> z%G>;GD%uz}bF~(~xpFLg4_WJg3j}@MC+PmNVPOpNF#V1Kn9?A^g6!M0Yz(fyw8Dn6ieOU#`b2DjC=5e{)c@o%wEQRv!?czn0TM1taYW zh5B<_WPH`iSmPbgo5VC2>f}G?WZYa}!qS3G9GYItU!jARdE(!5hm-g9V-8;M1&rWI zy@C$oK!V_v@v;QrQ|R9B_sy(yuH~agmgD+R*iYsuo26Q%Mm5$jI;s#rWP9?u(u9FS z=ZQbm4A%YL0rePP&lPqS+RG~$zxEoSUGT0Fw4_L$C2wU506ECEo?6EHXUw!%N_~xd zraPD}hSPacu``=pEm+A^z)!Kvy*w6@na?81+Z+uzLt{7>^quC~y7>={ z@L*d^Lqh}o^}#!za7G_ev2?}8h_2t0>}G8`wYK{6D{F-gep|H#l#!wU zNlhc*VZ(`282AoU5QxY0X_)-qjE&Jh^%!xL!c(UkL?}h;233*^rdE$pjq|=kOledK zDtHXQ#9QTzlAecbNd$~E$Je=A|7@jNrR9NcH___}Od3^BRh9&i^0T%UJ3(u5HTQHh zU`Xy22*e)e5hj;-6x=FN(rs54oeS1~EF=RerPzk3LAdP-Y>Fz5z6t8SkGSVw@LW_i zCP8i(9!_o7xuXg=cp4hG*mz4`BbG^-lk@gly-s^J z1xtA4^(5k)Sz2$B=mWb{0EkO8O09bILOR}GRX$x(e~l7iany;R@SCS;lw1DK1&BWO zkNh_h;Bs05TeRX2sq6xHKp2TB+#Cmt{61vBGa8()rXXQTW{VUoQN<)Fq0Zn&n9NEJ zv5g%THk?7?&iu2{5!11TuEp!&^PP@j>vK3H==3S{jg$e;AX1F`AiFq@9-ERM7Q|~vXQ1Y0!Kn!a zAdJ+wqO0gyfLV7BHy0r{Z=~J~v2y;Ba7HbvwSoz%oGyEqTF{P<9L-!xF8xhB)kS51<0cPE=_Q*+s!jOU$=B?$zgaZ zwL^=cduc}8XRL`O971TyKm)F+$FpZ5S*1z(Xzys@_wOpyU1fB;37}ZoV$|=Y}p6k62vlG}N4*iEdTkH(b}k3cd&ECm{SaZL>7A znr0k$9i!w$*=Isd0>vMJR?)vdaH4=|h26bScFonlp;Ml|2affHw7Bq$$ar%6RLuPs zEIQepTO6jq-ou(pEes~$L@0J1PW8l$99%_qhGkpuF~hkX#lZ^myiV*k$@uroAU!hV zbi7WPpM6S8UnT_RI?_M{KUmO=w~Tnc!_V&0ctHlo0!I|C2h}~ak%1N8BxB~Pt|D(Q zxlJKIPkG)WM(TYWy;1i0wV(V`K**`{O1AVUR!N(9lEHqE*zRMH<{ms&l`2Q93^fnR zTmKV@;C%B78`#&MYHOdVX)b8c8~d_GoG{0SjJi%_{~Z4oEPD-uh>PSl?;_#oaPPM} z6(9N(`R_K+P3Ye;$&_If`yZ6#G`(kE8T}9t^<5$16CAOMNUzw|wD1*?q(PBL0H#jl zO3`@Za5Z`#TC<6N13e;8?a(IR<){J$fb%&9kIbkw>N42=MMX`ocqS;!;J3*bTCHLQ zJQ#xkBAd5TWbbFiJ}FAQ%l3#)bWn5*FM)YeyZaCXn4ZlPU=y%83^V z%kIBF(tJUEo1_AxsSgC`dU$SS-7r=u@)M0(iZF&8+u1^EAOHDhG%e;42zP!c;y+*W?alUl)F0YM%CoUW^{QDkRPZKk;ow-%!L}YGQ4I^i*<>3* zN8XZnvVfh%nbmq_o!)#lA28CT7BrF!G%vS+UEacFrnej?(1d;ydVEJjuKrAKB+)iS zd(KCXuHf(u`@I$?^Hs_XH!9dFSts;Dym&rm=3)!{D;{Aoa69eTinwWUT5n6>kfMf!h-!8KF;fsSo}BmvT7m$ubZkFu`}h-wSlrMo)? zq-*Fd5k*S68A7@lK)MkSN$Kvcp<(EurIi#UMnbx~?|9DnzI*@Pf3w-K_FHQ&_I}>y zxkjW`?rKJ%@F9dz4U|Y!KhA2{X&U#5Y%seTBLRgIN%;$LkL*fzkUlp2SIU7nNFeWFpKF%C!MW(&ZnW)=#gOzetc?;;iDWEV zENIce3}J#UU85nwu=N7lskECZNHSd{V2MPy0t^N!MnluPVH+(Y5+f$$E7+d^E$ z7tI#~@kto_r?hkS!X4_HQHwb8`=Ymp%#0-n{Vy9SryLF7EwP@44~1ijS94gndJ6px zWWU9cF3fcJ;gHM{8g?D5nly=GZ*@vPRiWwzWl}*0@6754oOkNcB6P4!1r|8d=>qSM z&Jq=9Guwd#BJjUt89;)9$`hp$utSF8& z3pMeGqO3a^6KaUtsSxJbN4UZQIOxE&0X9Z6w8qY`(aJ7PbgE!I#Mse1|n;kc$q*iQ^PyZn)Q>>fQJekrVPPV5o8R-?lTY3n&LP46vD;s ze`@(&3ZWf=V0S!z+tV}hse`A6z|8{YvA({(dLIf54Bo5sG)xypE*zAvcJ!S%s)p~C zG2T!qVEq2USdyTwtDpdH+zuTqCa;NnKN}rqXz=FZW#-#%*#VKA)I02PscW6qQJp~E z%!2oOTtppgdTpaRWs}Fb?$2e4a0oIUWb;!C7d5O;W+v4M=l0Qd*^{ndSa2oW&h`#r zvTi#VNsrZ-+LF7-8ruBL#5rMV1KU58`$QwtP;(z`7od5ad<|_DW8bQS_slg@Ad+{o z&jipsQ{g99A?T%bAGpNdV#&eW+L>T?eJGHD3!iJ^#ArM)(EVyiioP<#D!OXKj}*c? z>X)nyTPl|BXH{=a#xr5|c#VMRll2(~;<lYbD z5)Yroic7xEjn#&D%grTGnL$anm|s%C3e%k8QGsM21M9_DB=9OH(t<>anc;p$gzTr{ zb*g#qY4h@L_p$i6jCPqx2w-!jkZGM@hqyWaYX%Q}Qv`BF;hMdWv5}HB>WG(yK8xJ? z9AC&mprS5Y?E%&>NXLaOY>Nh?_2j^_hX%hg!k*BjsP*3r|05*^KS zz?T#uP{MTJ-AxVCfHvSL5_f=93l-FB?RNov`%B*v6{xFNfC@}CfTqYmby68Yw{{2% zk^qNq;`4f8lMJ!6dreRz%u>Y!-j};Y#_i@=>HTlzz0!1ovbjO^P>0dMM3v1(wVXa1 zVi*U*n#*UfIO89XhS-2{ELVCKE-B-MyzlFpN>*(7E!(;o`aK*>P^@i;vfuYqyMq=! z&~NlQ^ugDt*yYCntbU?Ob0J9*ZuNUmJx&_8am0RD*8oMcOXDHoL1M_5ni8%ROleU| zI@%g46hD=0nqz+AhQU*{RO9Y^5el$Q4 z@I&g8%W%hnuLEuRn@@3yc6fS}?x=H>#LURAX&{~;P{z-Ni0u7tk{X}%i@g;1qCu|~ z$2C4fX5VT>D&75~&~}C%uS27U?AK^4?A*me@>)^7fGR%*glhFaT&L?X3PgeaK`MOv zjiaE) zF_onb&nz<(g{@2P;GHLMRtWzpqf98R30(j=ZdL19{kAKr@_k^i;T}bV>@b8Wq~dxi z{=&x(IcC?Prb{{&!3>EhVq^*4rzIsH_)Ma2U1@)TfRR*yuHMqL`$vuOBl+er`dhs} zIMA(*rw=zh;5iCL+(;uR3AZMllA*1v<-Q+9-AHWwA`N)@qdTNUf3e^*Q^$)}V+NH{ zbVblPwkRCz2NH<(0=4#@B*(>N1@ALBgMnUjTKyDnI6xr+)b_9V zVlM(4S(zts`jg*W$qiC~-lLw1m@&Q%p+C2&I|+V#s0~L_eEK<6niCt($0@a8>v0t` zH4FcLuHKU)^#$Zr-^s(rtX7THrytJG$#!^Y%-Hy;CSsJvSkgVVzYe|`o_dJ}WO*yU!4kfhXLN>B<& zM2;w$GB}#;)%VJFlb4o;?p>5%w(eGAiHqeHhi8-|Ba1M|p7r2QYz0e~gky=H+{g zS~*VCNaPQv$QiTEPAI_q6jxa{qb9orA2N>cJiQGI;_^zhwHpZXgcp2$)9*oU(fWsl z^QQ|xDq#B9?Q{=nB_!PvJjRa=apnhM?gM`Jn~&q!T88W;^EAB-auVk*G+ar=0EwY} zRBl8Ad~oMp))Y>w_)=c|=*#s?<1kz2<8Z;!51|0ElOi0D1sT)vKBy zJ28HF>zn3N4}Xhrtg7OH17q=y-X4l zRs%Qib8jNP6fq2&qAHM7aaGZ|F;GI5)iY=<+aFt{Y`vOnu_T7kjBO9#f|)BPIl0F1 zwu%LU{ep|&#~sBY>{$08T^xrvp0wTx*>_QAqk+6feh*KiyXp@$v*@>l-w7aCYC(Ox zSNFR;xr7JP$mAd2cKbiAuRoMsHLZUCW5BAHxM;x~?_kLKmDwy;H|xm}2ZG>=^FbDB_A%HjL(N`05V^%Zg!-qyq- z>%B#Oru~+v%KnhE2^H!c6sYi(H;)`1Hgc3RAGx7M1KvrM=s&4^q1=_ThHj;A5Eq_M z?vZ<~Ydxy-bw}UTVgZ$2EvG29VuGYL`{}-8a5I90eAvp8yKSt*RP)owCB>Y~t2U2AdSSCr zlY+8jnmj;51AA3*BdKjSc)6-A39Z0=&KVPu?2U@b9yAr{i@@~Fpj1}#AdFd9sWZ7( z(qwg&g%(6f(_}TB-$e=XsGfdam>($oymsR(b0^3c=l#@OlIwNdt5N!I8eejGWbnY}24U#;-lx2j$5q>1>mQs7Q6OX&r zU;l>_IgP(r&AIC6&U_FBLetEof<64<%32=wl1LC{F3$nO=Fv7;^B3oKDM3hE4^$xW zY~M4g)FxNoWJX39aeIplRArjOZ};1lWfX8!pPzI4EZXMxBUKI&sC3FNHaw#F78OuZ z5?j5S$u{+_)oeL(|Da^$Y3!Eq>1o{gx$!$wzmC55!xa(6;e&%5Z0QMQ@Y5B3XZ^yd zk^b#rMVr#^3Ci_RV1S;BrbZ5-d`T?#HR?dn2oP=H~ zB1Q0}ZZnnEx_NW>C%1wRyN{lShNuFxhky3SQi|#8&Ez>N2=~^0U=XZg(a1j$1{YHq z3a@G9+FM)3cNdtB5m)HRbbt1H>OkNT6i=5P;EasBq!V*nbKAEbF?~oLdiM^Q9mTIn zBS-T&?9>h@jXW{qN?hqRFy`gFucmvhVI!nqllzV8G_GQA^103{h$qe%6=4{A(#<-I zfyuH>adBN(AOUZML&U&XRyMk1kXuOjS7A+*`Q1w;k|{@m?(WAcf@^+9QrrFeKDqEke5Awn$O+~p-b-yJ6HSI7uKa`*i|J|AtTnNsIULD~rcp?@h6sjC)XtScW&+qR0dv^?o<=?uqFRb5W7rbSBUnOcf6{??lCOzmjxxbM*l zf`N9GC9jCzl|AiL3vU||8qNjX3>=30k@`Als6JAQnD{>E39ic2e_JN^vpXI=bT?+O zeVbma{tpqTa_4!@*jjo}rPrzF)mT3y>x%~m}njf=vX=n;QIy!pta_Ov@e$3suPiVd=t1>bw zQ^O3(+<3l;t*t%fzLX0a_=kgbp+Y*~K=JzXek9QZy&Gu7`=aUUT#ut`2g+yByhgsZ z-0pwmR|r@!-FsXzkBc#)o3~6;Nn`m=M>m1rgE@1T?G)=g$9ISB&_x66x&t|npFa-C zz&$x%i7O}4hfoa1S}{XZpWV(^zpVP+8nZe-)Mh2*{l?;Xu#{d~#y9crns&IN<TqIaPfByNnP=E+_&*3FKW?%L*XBfkpa*Ux&+!IZu9Us?$n!Im25-mqax9ePKLA1f}7D7E;)x2 zsi^LL_(z*mK5XRtTDu=(HTBt7lAE00HK_qW=FSC$9I6pxhB(&G;FibixEv*66!^gYI z-C7WeF4W(CaWH65F85CgT9)RhftqQ#e}>udcL~)j<~qf2tbX!3!4V*K9;c5fM5+JB z&EMV&q^;VE>()^=zVUU??U0fHi(gL3qV>+jHxYIHdx$De{OX>VW*s{*KBz`f!=wC( z{uX9G>=XJg>#b$^%v3?^o$g4)gqTu(Yup~hqP4$#-DXjCy?2f>T)~F{@(P3rAW2&d zT^3p=U(hH@^=qk?T-jSSdA}O@&k(RS)iW>Bs|zy6`GLnU2fl-Oi>Ex#P9KYZn0w!* zX8svNcp)HQI+UrzJZnZfsypyMyGqv(iA>_F9HhM?&FrObgpAiX8t591NeF8{{mY-L zf;*<|SJkx2_vS~Whtcn1js3@^v7qU>a+iN8axERcZZ1jSq1%4M$mdyVbyJ4e@JS;zvtavY_NBkkmW z#52cB$!$L4MXOti>wVbwp4l+LCWZqV;c!b({r2H}&8E((+P1wT$m{tZ;H|hk9uXK2@t& z!GG*VL`cCMz3uzFvU+)C_EXVzYg^t%)YkNvTNtdeV<7O~F*b@>ht`CNI)bg#?1$X{ z^T%1rn5-`I+4rnX?L~zPH28@|Tq^(M?O$Ll3Y;Vw4uXaMfWuG!ck>@-1jG4!|3XLq zA2Mua_~zd;;P6^Fa1}mv`~|wgCq`5_y7ljm|7Y`W9>Vdg%y91@!uP%c>EMHv5fCK* zjUyr)&Po7uW=BEz_80H@|8=2%uKPDx{$2!bBpi49pQ-0JSJP}2V#`U9unV6){%4u4qbU&7_T&M!6wbP+6xIeSZlnQW^5o1}|D_!NH&U?qLb z(ewI#YeIIoKKPA_O;SQ|Ls-tA7M;9M@GzxNcj z;&%W>1}rVbORIbg%rW^HPZj-7p1id9#LrYpBg#QA^U=NeGQSM~6)P5;V!ejT+vpY_nj!*r z9yo^Q_OZDB0MS25fYm5V@J*lm=4W~~#A3E}droyF`ods%Gua?rvy31gRaf(+w!@Uz zNbHyR_mllTUDpNI(#zSc(ksQga!Kd2L3`r|E@lbF`r*dg_xT--5;7SXIaB^N-Je3R zvB_|Nl_6EIP&bc#RQV#?ti@k(QQ@AZ>5UN=+n^P>=Mg!ayCPJrlxZNrwi& z0qXODc2OWNdhtkA)*N@MvvYFhxKz9&3MY*B9WDsEkfXrafGU)`ik?9~SX@gXA| zZ&I{}uedMmB8O&__uj;O5ZgdP@Js3MFMXfD*u1(bob1n*IuGf`gofrKl3V-Z1ihRa zrIT7=7;4O}SHY|Drv4ZVsZL8vV;wc2Wl7@$eSr0ahF~L;^Ca;`P1%Pyl%wbyeBZv{ zO|zQ_**77(o1nmea1}cb5J*fIp#trp%P zVeiT$4H3wzN2+k?grC1r6GFJ6k*nS>WSGP3Wt*0vm!~sjdRV593uS69vE8v%Y6Ur% zwbTl4C|xs*-yS`Vyr#~sM1vf8Sd){Z0l46yvqJ&0a1uSmwb^w&S3@cM!<1m=)6L|} z)neRLkHNNTxKH=6|&x3Z9oVAD%I@(!c7gaIM}u8QYGU8#OD|fovz;ZGOMKq;An6M%wfRMjN2vo4<&|k?1;_H#O zi8;aD$AHz0 zjDrm1=75O9--2kmz8_>l&c}5zf;J=c;g${AfwqIklC80X;-A#v45@;oPTbZ_xIlSL z*Ni(w)S9n)E^RA_Tb*wm3l`DuQ>-omt%Y%NoA@#c&>)4DLFlR7X7J=iMb^7UOj|^g zqN_p!kJzjKpagx%n5Tf~YJl|MITpDZtgO}nskR+zOI{SjCs%imGFn0aGm75XUsMxx z`$1D=qe~}Qs-r!z;4L3$0PZcTG{m$JZQyk>+pgHs8P-CSH)qtr_Vn_^Xos*$dnFRU z976n=&fvUgd)k3Dod`3KR!~`gozF%$I1u;y4`Am!DF%m$$FUy&s!#;c<2; z>n$RshWNqlH_FRsQ-a1w4MR%`Y#j^h0$}`K3;Ik@Ik8qWziEyeh0%417rcErhq&Oz zil;CD4M)X>fBHcNG+nT~U;bw_ZqVC}?-qTc(B^6xnBn|;X2E!<5=&FP6v7`#Ze;Rm zZ+Bej%?*Wk&xK%zx01DeD2w|D$Y~L0?-mf#;M(Fxj1vpDM$@8P$voWJ!Tq>1y(K*`|GxTQ`dxMNDfGf>oZAr3kew(3gyEb5nQPITL(h znt2IQJVcmBOw%zaEc+qCt%(f0{G#RHs*VS7w$k*{4}zA^HBu@}a5xw17eFS0xDny^ zM@J>;i+@B9!i6rMAXAeg$a10q4mYjfxA$S5#Be0gs*`!SJ>`syFLz-t($WL^_9Cg( z#he^IM{rR<3{k(fur52HDR8QLPeJrJ99&gpDr)&iBe1<=@m$TnY2YwHeDpLJ|i}gxco77j^Vf@$`xb5*KQapQAf=tG`b$w{p7gV;B7_ob z8F{S={U)f2Av|Rq9F!cr{6Lb=OPvCm$oJ?Oz;eOZz z>Sk#5Z%=E*$ol+AOpBgOe7#RiN!zNwZ}CMLDSXl;7G{cORZ4wJnm%jYH#GRfcdCbHpAoF_^E~-=2Utl_f4HuO8y$bj?IudN1w7z^}22HvQ{iK(H@V+N(Fv!r~N5_e~OoBji;{h!u; zP-7T3PS^h|)Q40L9fa{vfAv_t*f#wPEuoeOKVi*FiV3_zjMPD1n5;*EV0DjhMbdVE z#pNJJVZIHS#X+6E#|`E*Tr~~yRLWBbcDQVMv&eFrnwY=)_G(mi<^ZdU|NTAYm@B`s zj(@5l%=a|AD1~#)_iCyntj)rTI-$BrJh_>*;S5ZKb5Y4dwN|;b&R~Fnlg&#_vO}|T}`N$xAUvDH_~Kj-8CWaa0*Budx=ne z^R%#jq_h!}bN(@asuEGi#Xav=QaZ^k`I=A?8q6<7g3OzEhv2aW z79agHV4AJ<4rYTjCg}D?`;z_uvq+Us3FcQlurq zD3($!povAT?z48(fun%Y*BG6fYW7N(XSSCLV`ms{K zGo_)43H*u^y)%R$kvxlQfs34keVb3R5f1cbqyqaq78{Ww(>FGizLsWC%w1=bjgLL6vSOCh-tN=|)& zpFit93D$A*a1l(N@^s@4lU-i(Idz8bZ|}SA9$rFq9&ff=`E#j}(lmr!FB2y&au?Vj zNH8j`l5%FyyBVFhHie<7q>)XBqg|HHZl*}$8`fzUD7 zK!1l&&k=t+8E+a(dG(yvfuwUSbAxwAFTG0;vLF5^iQTXpkqKV0JVWQ_(?=RSFY7e& zVaGNnS9KfS;%Ef0U(@`=m`Lhr15(bHh_gIWMerb=7{D7)pSuV`9Qts7eS@nyqX)yk z6Ry2VDWNAOsrGJQ^g0(%?|iu#;y^gD9`^1G$o#rqlI~v4xhmVZdE5QvK zjzH*GfJPL;yRo_`R@@?C!+*x-n0N5fys5noJf0qCv2p%e7?lhK23KGGIhghGCj^#? zM%VZBl{)7M2`YIn5PpbfQ*OP&y3Q@XD@omeI0`@@C)TjTkH8F)djZKVkKt@A7x?v^ z&Q<7V-{tQ8^Yiub@pFjn#o@2k`08I(E^GA40dKD9dY&g%7n=tXsu3X!q%3Hey}i97 z6h)`eq5_ll4@xxeSlQx=Y=ED>4AJzwkn-Fb1eu zOG};s>}S~%I!D+;h}Px2(cGMrRMGyTv6rN=h-d4H&YY03&au|B z@TQ$RWdCt>^2ZT5qQS2`&-l2O%@y}Ne9y}o5eGOpty9#M)+HcKwpS-JcMv3+PE<-* zE6OZoZjShr6xbLziX?C`{j-{vy7$N>-Nzey83VYLw0Duqo&!~#Mg*{mjUa-9a6m#a z#zu+Xd5KYfz}^Z{mGHmyBN?Clvzzhmdt7UIQ)dxUJ|nbl7v50w;+4qHho|Tmsog2EI~QVawE6k9Ai)+!_lb{4Gj06EkTm_SSECbiG|Z- z-UXiATP3G|O8nn*a`KkqV*&|s!X()*laUA$LYh*@Yy};V0M7$kY;1UPp%)6Gi&+a7 zG)<&J=?0pd$MX49y)43-#>w02l(DO_<%~~PiHQ_V)89-Noes>cfeK$mXLv{xj^sU6 z-@2l`jum~3h(-Z1Yj9K3DagquTe-l$?{Pn9;@CBW2G(7IN>G0{rAM7hIw&hHQVSJL zRr|EXm_b7v!W(?TI-Wvaw|sUw`eRZYs=lVQcOw6-+=);N;j{&+v!Wt%S`VDi5>F>7 z3G2XiZ}w+NiM2ui@US~y+*)U%%79?z!4#30XX%zEg&UkU3y`Cg31<-t@5T{<3_NuC?Z^e7U&vn+L9?s<3yJ z`H*1X=W6AX-;sz5?|SqpVo!!sW0p?zTAl_)y(=>BF2ByQBp3B%LXjf0F^6=o#zN7xJI<7vC)XJKxT291OFqEZi`O9zZQX#0&#_WSG0 z(AJj=tm3^S#290Sno1mFsj?NHzwVE+&%D0Ig0;W@@1E=0pX}0Jl1b$KTDXkuy1Yd8l%s-)^JoZkO9B3<$v5_{6NfQm z8?PtNu7%Tva78OF8bv_gem)Ax>f*IY{X&Z5)>Tm@a#c4G3w_(+_rVz#5*|ytKx(`u z4&6dXOQL~|62bP6d+#^CgeaFQq=t?DA@CL=@7=|+B}3?h!uZtrf`z}R4t znwDwiT8vP6hS2tayj{4ZYVy7M>|=7e3e_GH`2QOe_7 z4%4iafS1v1(7BfcnsNefMqRdsmNxRTz&{Zu%+pb1``Z^F~}(YqGt z^xbzwg}8koqI+?n<*~~#as9-XiNezCkU0BO&0EJVo#O+(x7NT92uF5fp&=TKN;fl~ z;KLOUGQdyW-b_Ah?qJx?wJns%wRfxV^*+YKu~4EWO8vJj^IY!e-QcmQPo^JH=y|Y` zp0MG###vB6vALxDi0vO}il(OhXsYa&s|;s2rS`-Ro*s)#=SnuFu1O1}PWJ@y@k;&# zrJZ=*8D(PTj`>xS^P|=0hNEj^tBa}iap>0eT3`hd@C_xix*f@j7@x`RSSfr`d`w>~Y@;QcC`?9;Rwt7H!Vx1%nU9Na$RoVy)R9{PZ9X+Y znfN(-iBA$k)^d>}h646z;stKKDRIe!*L$$FL;RXN;y$rH*|g;4VRpEjf2PgH?vVYT zKR6jdwB$l^-~p&M+KTy$G)s#gKm$HHQgRau<1!N70>^k5FepB zAC+K+$*Xc{R^FY(iDJ}N#II=(aWzs%A$Pc>Qx(C=+P@_RzbGM*=YK1HV-XG&uT;3qRsQ^7^PhHN5wV5@L%i?ZvFftKbW~Ncq#&9z6{gEI4R9?OBJ; z4IICSa%bf+f>90iZ=Xm8w03wGq|eMoeh~Q1y=Z47uzeyG z-3GI%ZC&va`JX!OPxF0@nWPZw8Ki}LBp}1Y3y2}Jl&-5t$F~Cmk^1-s>j(4EEfcHa zB^>~mcRA*tH;{S=|8zV&auY$Z)Vn|ZyyNj7!A z#5>%-(}MvDcEmILKj}+|KYWO?_|+p2Fh6fSX#oY8j1E0Zfk^4lfvii5 z5bdF_dnMw zlPbG2v@J_>QK+B-W|Xsnqq9iM^3AT>LlSo{Na_4T3!O%eyaOor<$-#oNkWBh7-v3>*UKf6GDZm9nqnnqjfO^ zaCUfeK%_%G;KKN`yO`h3=vy%d&Uc95DgN>ZSaqH@tZ=8LWzy}}Bfgfu(+m(b*GZHm zJR@136%F9^W^!*KBpp2RqL+mw2Fe&*rFmII1|^-8-~)-VgyVt!uICRB!F@6qK*+}I z#0#N_YQH-P%I&XXcp}AfS?b@vzHkO>?~y`LJ6`mheCxd|hFaAiN$zjsFJEJ&2B(0I z@@rR4qPfHzNyszTCvHI%6P66xmUYHF(dXL}LVUBl@{@WYV-M30*2~xS`c&9TbYR7z z+h5^?`2i)e?(=CjNMP#;6yUAdoe3_v43!cN$iQNKS(0z3mNT#9?76`UAmwCfK*M8) zB^GCCpx**=e1Rs1LSck<9*K*{Xe6BeStZ7Y0-c!T-Rn2s!v-W@`xXll?WHgme`&Dm zHJ^^2k9=Q6{z<+o@@JFpk2U&Hk@P|Tkc#_iqb&{@1@VC+@o1FFs7j++qiwHav1cs= zpt_$g@rysYSm+vtzguvv<5mqG*2*}@o8Y*x6U3HN4VM)x8R0?vP-cZed$*TB*7@Ik z0>E~20btq9JH(>6kL_s$9r`f0UUfM#2v(eSS0N=VHjAl3wG{bx;SdHWBe+VMhFHTk z+h?8Cs>48w#3WKk1KFP7*RN?sUV8IJ9(1s;5G?APIk*aOuMWQ+0ck+t+W88pNAnad z7L(<36((|;)pkDS{Vb9H346Er+4cQ-I%Tr@2D~2OfG_VG61=;I3wVUHU zy)tF7J@i|680r*mM3q-qRd>SUD@2tkH?qgyG)hEIr_%Af`#eJZm)p_S^zJ{Vs1!75 zgeO9R*g&+3A=sS^YFp4|XbLVc(>4MPm3|Np1jlIOGUW_*1@e%n$simmwGx)aZ<}HUt^F?4oE!{M_MO(B=H(Q9Ro`LW%cZ1T z7otTU#W(%lIw6@Fmj_T}T8aSNDa6G#GD^7FB)bF_NT8QWlJu0~fHFS3B373c2rmZ| z-Pp-_%}ab3yF;0BhTpJNyLfT}TBK1hNsU(dE6h}csrmZD`TFp9S3Et7dK$1Xji>FW zB;)v3BL>A%bZ?<^a-VSaff)aUv*85jClbgQmUWvL_mZ&~(MMe-nyu-J%ekVqVJEhX z_ekNe2GPU`X03O8g&@e|M@THZd+(KbXsRf=X-zJ5SNHqQOtgFuS(4~#{Zx1e_PBcd z2cekAa(bk-?k~>L9E6Cd8EO17?gYh5=09W2VVUHswi3CGAU|GENI0a$?71g-=D6Gb z{%v!EtBG030!q!KX_5-J7-*}cLf;LBL=-`8Bc>@Yc3sqaQlO2O#)6Gs4dLq4P^nxt zH$M*vb=75Rrmat9LIl)(vr0xxtMZ3UTmBY;O{*Y-sn7tcR&*EzP2A{9eQqK?oV%}S zx9}?atx&Xt)+w4WhiTeV-=+5rKPrqCbZpxya`^-CKqFbfOiNN0+@Hw!48dNgDfU=S zmg!V|^E%l*DGetKo9Rs6`l#p=F8ci3Qd;QJuCj`Ds z3S4H#VqwjlSC5sk&esa)T`9rX6^DL!c<*c{Y|Z+1KF>?O#V zHtJ^gROk|UwqKvUQWGNuXFn_p zA<8#oYy&|+Z#PY!5P6)VkFCF*v076fRJ_OSA9G~2t^xfeDbA&eWl@azoj{0UL;@{O z`5HrOH}=N%h2dZaT(hgbg7}0sDr+{_ftVZvA6}{0#bTasMk*%(bfrx*S)J`4e#bT) zyvxT`)C(D(X6ua0QPy@RQQrdi<1;dHfw+}4_u_uMR~%u%(1`ehao{OFY)cC`p_d8k zwm-+Z)ReP48O|<{@+Hl1`@JCv7zz*OL@%qDbdQ3f>OP?*wYw=nQJeU|uw^oiB@c}V zrQfDiC-qtZS5*qXEoAb}iU2HlxgBh|Rsj)OxV}0e*t2|JlSRM;kfy$2xO8YKq8|Js zQF8*CIAPcUDc->To09tV^@1nHdo2tg8`;>hj9bFRV*!OuK#{^Ru%u!}^-ufUz^8F^OF~ zb4ExskO4D*j(FMKKRc5{U->s{Au0=(+@)|pyn#3R%`*eX2r~s}&E~M^Duo#fh$NX4 z*G+Py)^JbVO{ID z3zURlcU!B7nLZwB<^je_%O%#Ucu~<6-b<%_TXXzTp)v9 z!4`Czq?TVd{kwNQ1wH$zZ9}@egHl4?$4>>ZWzaeFyOG~TCwB4SdCVr2l#XIqPDnhT zi?2L9eo}9>4{g zD&4J?oCp9PVo~Q( z0Jn<$v0s$XWjst(m6yGfU(hSTdzGnj62;V_pjKU+z9Eg;Gu2bpy?Sn{2DhQ80C1q{ z1*2SjU&1}#g~rvVH$hf`oWJg7`>y_|GyR^ooaOxE!9We~TAqFnrUDX~eaJ#splSQ6 zAjK#p`>E)IbD#7*?2-;=uR;MV*aC+~csxSc9)yHApc2r0pm#h@DPX!G|Sf{z6LIqo{{@ z#U?sp3Dilqh$Ht{>!pke-C`+~E^T5d@w{f;mEj8`=5@rurdJ;}lm$6UK39fMVS)mZ zncZ_9G0vNC=y*tim201AYlJ$(+l<=0f?zc={@QRAIfnrapZtBE`fx1|vZ^Xk(0ij| zDse$i!nY@RB!~cky?{ba$)0I-G0^4y3tMOjVwyD-XpRl!R807qD?9O&--YuPg%Q3s z3qPKts-r6lb&*me7t-kmdq%$1Z zq70+W(V&>4&YL&lwU2*M`FWoBfZSvNGDcgeVGfsE1%h6$Vo@x$mU<{}GFLuxoI_m^ zCU=&xZTT7rO29ZOo%Yp+yy8G{?0 zn_S@u@$9^dCH=YJv7RqaL3hc3rHE^*EpQsb!s!iSdinC;I%O18h}eJ(@NTv~)+;ek z6x%Y2uFVfat>h3vu~2P=8wFzdj-zhx%xwFZ&Kc`?E0-cqK7l1NWq=-Q&`=%sBs6lS zV7kOBIV5_c4|LJT?``B15q&O4?|B#umojgl9cKLo zm}cFq&;R-je^n}m3Chq9A>6mcvbDtH=rri|10e-697vFrydO9CHk%=@iUODvL1=9n z7t-5U&~77GxHbCpdyRZ*E6g?aTO}R%1MaS()=rg%ht~=ez zXjl4BBg(P$X3axvjujH+fqF`C{#x=w#GY=(iRW9``jWspoh}~GNrV@p6dvTi3n)I2 zj(wyjin%MAS0_c}te=c`w(eQ(cGd#fhNH9VN?_foXOMxDmZaSdx!5Pd<^#I5J6GO1D~=`Gp1QTq zRzki09ekp+X}~m3!zi1YPUYo4G<5O)h+^G%I_rJ);e^89>s*}_+I3b6gA|Nc3Q5tJ z=DC%ag*rFxi4glFjy7OxD`uLpQ#^sPP+b|ll+x^hlBq39iqRbERq1*1`t93BFR{7iHZPmoZC}^NjYfa)w@G{E z@aRU}()=S!jIrLdS+?vR5j1oxVxC3wRCQsCdNz>jyc3DxI@Uc0I#}ZW`ulP)cpt5% zf#m}26rZ=@Ly359S*7EJ&_M|NDWjW-s5|hKI&eU?bxSw8xQ|@ZI&*Nol&|0LsKuof z9u*dKC2zVki4(CF?fjLq4SR&Fhh*jA{e+|gZaWqlNBYTY8_G`9kqQgjaxGsBi^}Tn z=c+avjSjH{>CUf;|4K><&cI~?!J(_7{d9fhy>GMhOKu%n;p2OZd(A*~yy_az+8i>r zosQhD_GWw~CZwxsu;W*oEeglo-)OrH_s_qrwH8Q41g4?MnLH1U>kHr;1)ws@$GquG z;vrQpca}J7AIb}uJsNYchR-4y*3UM_c!tXmJcPJy`tzo6`lfF&B#!IjN?*A>a}t(I zot6j`6uy<#ymFo<(^S&nDJUsmc>h}SBU=cK-^^#Wt`w;Y#tS1I!(WQ?s1CX&yImsp z_c<{?lmr-Sbc4DwuHl$X-v^g#avMEO|EIoByXb2^e9`zcV$K(ymEU@sbAzAa^PaD+ z)C_CxU1r;6Mzd(s_G{JZgU>fT_wS|_Oi%Lsy&w0Rtr|tv^j|%DUoAc#)wceb@TqU! z&m(@MZpL<`J;(UI@;4?|(CT2*=|;w=sOStmg}Pdb)f#xv#UGtf~Limfd>AJgXZh|3&gF+o z-|n_nQ}4$4fVj>D*EZ<@UV&e!l`dp=_X}QB?kd8#u8+U-rk=Kmk%2~CX7;&S-WNBO z8N)`>F!VJp{#N2fHXGW1?Rb6yN#4CVTj4nq6XF?*T^+^y3<0mSod?$Z>bk8eau7P6 zK_E|iz&;s$yjRmvqU-9;9l5x3aTeZbZnKNrPl}g$8bDY`b%9()Xwi+;)Q}@kcAX!R z5_slEo|SUJ0iTDGkfRlSACbM@?j4rp+aITE(l-~)N!2DA2F@44o<5`tCGM!?n0v-m zcN0rRx3c1YCd8ZGb}8q^@i4beqJfM$fVf~$L0jD2QnXm1xU-*Tg#)DhVOHdqBwcN9R$kqDSJCnvGHdvQdzmUMRocnmQ^z8J&j_3OS(8M7z zI2Vdy=X2%9Ss@)_>Ytl6K6$@gHir}MhtGe*_BCG>xBtbeqg9<>{u2KkbI>^bo!NLc z&*|c4Iim#AKTUX-=HDBJm#l?6WJ~0O*x5p@N1mo*M4hYtA*R3U%==S9#Z=F%4$I&4 zm_PctP`Ioa{6h{W?b!r{&2Lg=;?pr1Wa0-Xt~--1;xAssM6Le^)mN{8qx$uKQ2mb{ zMnBr8e{LG>NblLrnEdV5A{D!s*TDP3tY8B&{$%^k_t)A-wb~bK$(p^ZrA7V**YeY4}v%XW9$72{6jd8~&_CcALhU9@w%7_w`i<@pCY~@r7jD`NE);4KacH}JC+es=_bQ2&moXoc>-$MbLsjI zsedAOFpJ-i6WBx^Xd?G7E=}$Js=S{1+p#|8f2sVGH3l_7>aBhC*9PR;f2nt<0{o+H zM%NY{?n+n(O#cD43rxbatWOy`Od_;c>Z<=m;q9{2^(j*xu_#g&xp2!GghUkneus=? zuE$W=B+n1!4gB#r8y@Q~RY`3B3>)F|SC=N!YmnC3K^*%-m|noIbN0=(j#G!tiZHP7 zf9ed98g0E|5~~WAe-*no{)^B9wE|xpr1!fgYP`oSm0!$_OZlGx^=I+H_Ha-i_1{_j zvo&b^Pk{R1*hlX<_?ZF&%R4^ap`4G|E|+n)!)70~I1WAm$UMPH{3G``Znip=|YgYZz$i9)z`sk zzNoIje=|qqXN1;;+w#u`)21Z5>cJOm?pmGfqN$qn2RjVDeIECTS^ZWk^B|@X9_Z4OvjptHV4%#7O9WG z!3qD|?fbW8|5;r>d*zl7;LA&x>~BTSz<{ojn($?nj9SdY>|F0oE7B$~#k|~g?Ge6M z1E~LI?dfQ>w$g->YxnG6HFpy5f$4b7h+Lo0B}n6+e7CgI376B=;0fap=XX8eY03Uz zVNR*i_III!bJiGG>?h9dp^v2XpW!i&+5O#11sY8W*&Iv6Hq5(r&|OBUeSz$u6H)wkrWAeR%f^3uuwY!2 z*q*czBDtSK*XOx3g56Sqt(NKHK9flMM~xhX+?SgJ05jgWnyY|h|FhRVbyUrYYg|A3 zCL}k64UhIgPxnQ`u72mz9pc^Nt-0uEvq^`~S#OtRz{QB>!Qs!M-5()lY?r11N3+z& zyHCrnBX}$&tMzr$cWaiOa}G=9=m~KSyWZtH$ZdG)NmyhL$9$qM{`}E~l#E=gpf=6j z_T{(Um0dU*UFAy;p0fT1l{wd3 z{rI)>DPIy_RCN8<>g?*8&&knR<<&Ue#8HO8)AnA3+SbbBc$1On*uyvS>bc{CE!k$j zV@|ruv3*qW#ani2e%--AJ4I992y7#|;sPH*n~|QMNX<_29N@LmF>>dI{7&Z~^PKIwPb&NAA( zcI8DYyvpS6>vJXfY3s;iwO;vj*C%>EoB8Rl$!Kp?ZS-up3oy9#)N>ML7?>D~Ss1mH zWTRwIdcGkc>h##y#)Qe#mXz>M-~rcv&o(O6_9{dQAya4wcK3EIf{$shKAjX&e#L+zz4P$3*oZp zE|cIYiY~8uB#l{QU~@%7bPNJHArlG&2MNF(BUitYn7SUYV~%O60(ZL`Zz3&Nh$T!o zc|g@)GJv(l?2L}VEoGzEG1H2i!_`Ok_PbOi49`ZJ;mcsbK?kO5#uf zLe7_RzX%o8@PSquAYEL@h)};30;ovu_XL4j(e5-!1V5UiVSp&P27YB~ z^MhumNiv!S3xD|aO&dEkYf3n4SH3?FmS|dqI{=cQgp%S||Ah1UC10=r)F_ZB0!FB= zA5^}mU*WDb7~Am_U3>%!=vsn{3PvSSelFyQWrCMQ2a&Z#1`t0$sw5#)43 zjtj=UIy9L@W?4aT3}s*RB@c1FA;9wCMwZ1dD)?a)MVw$`Bep&HrBkK(Y;W!m&x!ug z{`+C9ukN#`z&C!vc+zZtGja(TfKG+(bl)AM3T`ZbhDQ+4Yk8mm31i^ea~2hGSQ%U> zU}1tcV(tu~ool-4(dEXlY%~T=wG&q8MK%kxL?36Zu+|mcU>p{;us2C-T4G67b2%PK z)3>O|8FZlA>~n^szd2`z4@o>w|E(>p(c$ZbE1PTG7A^3 z=q>Awh{HyZRt*|{?(@bCsw*lLUR9z@?X2AFRNXEg&K@hyWJnLvRwuh`<4*oN{2^5E z<+JHMhbeYYD0~0%_OCZwsH3Wi(PoU}-4gG`N9pP4oTg{)XFxc8$ar5$hKnKSd;T!x zZ=~3?x#QfqTfI_}rj~4_nhMxK!@g2v=!@;+3O;P?>{oAT2EMY^j5DE5y zGj`{?9}t8F!=Rh^#h2~mqz(17=yfSRD%Dd=Aje;YQzXSHi^nFG7KqN}7!Wk`i(5{S z{_492pPH#6>|9jIflU*x{(S7C5G>^{yJZ#evXa(`QW_;(>T5mvO6=T`in4&SF1Agz zfai?NR_hOS-VPtQb$yi%4L>VlF2K29fD@tL+0F_+o+sbNBd?BawmK|UmF zuU{h+>sH#}Rw9tA>t7C*XT5GT`du|z)v?*#r||D0V*^$9g?ZG|`!HLmt}S~66>glaO8&ktn=E(lEO<{Wyg_Tu{`~#> zYl~n>{-s3ERDb3vctD*bpFhy&x(tZ$to!DMYP= z#2K@X3Fp48K_FKl{Ao%aIF6^>a(Vr`-B79J0Z^HpUm^bH9KtHSjnipVxNv7!JLWY( zqfr~0K<%n>Yf#>PC&~!Q+T#F_!Ys^uEn#+QG=V6K#jiUwG!d`gIN-dTt+B~jS@4wo z(4oN6+|d|7A*qEh-}8g%-EsfAB7iEFWKxoZH^*5(?v&&rj#GKPWrFW@&yY*wAY^WHdqsr;_FXIkjk!)U zajy%1qgjWUKL758t(uaZcre4i!AU{%)>xlOKd5r^=z9wqeSaR;wGT0jNj3~Y-v^o& zWzOttKn&t!c^11d#14`}jqEFS5c!efPeoo+ysaInp>l=6(TJo!$*cu5mqG#=ws0q* z!dwNSky0OCxfwkME7E2#IeNY+OmT_TI>BP!EB>;fa>gMj6x=|d_qOg^G_b22Aw!2{ zL$)}jbT&wpRa)2MJqlPOzzfe(?vg`84-?B?PoX$yTdgEtU4i|;og7iW8T^Lqf@PJA z_oaaVn_Wh9aOF4LdORGU*NNA$9xGr0ubm6aKMIX_N*^8Ba&MtqeGm%`oEr7WgqNdK zL>LOm4SE?*$#1@<2jBj3-zEhLEB3z(AIqYeI263!gJUEcZmXPj^aG|55S8~utT z9&s3MvyQdq-XAH)@Y8Kqh!}dCFnC^DsP-1?y=`MgV>{Vx*?(yUX2^heM2}|H2=aD> z9rRy7&hLF;T=zHqZfSk2!Ih?DF2Y7m*;nn>A;aizBFR|lq7|pNuli+s6bCI&zg!<+ zwFjtbqn~Kf&yINUxU?XOJr6SzO_BbU9$d*Aw1nGrHGoKFOzJtx@ORTa4N@f=C?$qK zxrVHeO=xj(K#S;vggPkoFWD6GbZXHNE?*R(fOYHM(v;If!W6%A{+2}oWSFM#kjQSR-hwCqtX*r>e%w!Hxgdx$TVr7eosXM3te)_rI-R# za3OC_U+YFHz)s8LF5}O!X5+c-60m-+)30ipx@dFT=gEZIpaH=sw|5iU+>ociHbKOV z4m?VTNK28B5`IR`o^P_+qor~qPsrgU0p9Rv>C3}D+eJ`|tE|$HBwjl5>vS_9n2@o! zmPODR#|#HpcGBhSqG_2UFC8@w1{djzeYTjjtY^>@GN7f?|4K$J|IwPD7gd72?~1@Y zB@}T)=r*L@aUMaRge|sztEq?rqGRYnB!Tj5g_^o;#E92{WD(!~*>ghX9eDO z)3Q}zG&NOde{)P-ij85dKa)86anGezqlOuFUN-Vi9_C0vhGzw7-Z9R&14y1w5E1A% zDz8)bi|%+7phof0J%!y!`luq1H64`u;o*M#%1l~Ds1*Y7W)G9>gaq+i;H`Gu-P-i# zJM#fLu8&6P1N|S4(J>)oj~92%<4@g*7e6-6nw^hJ7RH|*F5G(WM2}UF^*eYrS{Ltr zWn%&~ZOMqk*7`rp*&9*i5}Hg;VtjrelXk=t!2@wKT{50m%oKz42q8;esjGJ$h25I} z-uCR!Aikp639RqEvtjC?MRH7tj?qad$C%z2$M4l7Vuz=t_O}aq6KeNt+{69H#I>FR z07s@{16xI6A~&h_*gW#bWvno}UBR2ohRF{d0-&3R7aP|FC>)LnPzla>iQ{^1pcYfC zwt3a{7v7%y3}z(qj#%(7oANmhO^(xj?oJA8`}a`|->6VO5s%K{F0>ZL&Rk;4ZC%ku z86sua@KryLG%&Q~KkX~ie^B)2vh2<~O}I@jZS{tGjwEz6+^s9|!M#DEVPIQqP z`ayS}GxTJnPd$!{SzzurWYl6P5Puef%`44WY&#fqn?8l`XRzqN-Y3acUn--yhL!%f z$NRV$wE1+s0!N~=#;+-djuue)vLxBYQ&X-;S6C|rSq#Zq1v@Kg&d@^DkVhNW2HT4^ zu+)1j&D7{h8puy_BlWu)r71DC^L3j5gAMbtq*72pcw~=H%Qq(-O2zJ$!160!2 z8RqSS-@UCV0;{{;NgsoXv+st+1D-^Y=GoSth64Lj;=G)nJ0Ja69G^m(r{9&+YH^*Z zCySJwon+i7n>1y;uZ<8P#xHvOb z(lJj2F}PuzGxt?N1-0PC>6BOZSVah~AXTUkDdbr^yC_2eeC=mO>rIv zK)Wgv%NvV25`o-yoTwvAA4#9JJ)V_xC&F^h;AGAVpG~MR zkGS|+O<#X*PGVddr%Br)y{ah9T7OUsr!xU ziv;|jNIK^l?I|PlUly&ESs&hc#UswIb=IAwSYAEcZqo7+(I8{0GqGmz(Kl}8i*HXT%rVNy#aJ)CZbZtY z_i=1-%fLdwZO3}()PmT3IEaIljz>{z&X)|Jmt8rzhTSVY3h}ojt6k6kCG*9Zp|kzg zFQsXyAq3IaeKUy!y)wRBUl)yexmLZjaQy+H)_tTpUvAJ~_4>gVBR(8511RQwQ5$t@ z9QBsT*A>It)h3puxUM1Dzh{$m16WW{I}_hB53p>S(r74EX#sD9E=q3(kJP?b6GP=o z?htTz(s;XTPg?5{^>I7(B_fP;U^xib3F*Y z7>iphX@#`wNs(8Y?4{M}gh1Ie$Yu`q`puzDTsGV+plztAeq=sU%22vSZmV^Zx=39z zO#TzWGVcN^F4tpb(z;wjtOd32XGP26TkiHndJpWYSx!`S29W%$MmvzU3i}U#P<-9y-S;rAM><%@nq`!2jX`^^6MgoY?*Yit3OcJADI}6Q z6ZNsfYK~HVp$Z!rur74@cI%Q5)i*#k|34i5V355`?8Y|~uo)?3lt)ok&(#el5Re)0q*bzbA8X=JdsP(0m41=G;XyS7gRmcwIhT?&#>RJ|0+kf zKf>R_L7tzZCKP(N%(sS2F?vLCY)t?Wnd||@5vSETVrJL%3mN;}3n5f#j?@#J3awd> z9Bt0NC_2LhDqfmKBF$@S3(93%YjhbdnAL(=xekAnskQa#pa5=1joalL)aLh>zaaqT zHGihSIqzh6VU0K?XgiMpvSSFsZ1oUh*aCTcq+1#uO7oXZrhNmmNWyN@!~+&$X_ByW zDN~I6c)wzW4o)OOFOvLH)yHZw3AD@QMUB z?pAVH3J7ey5(or_XH8^YNphbzVOD`)727uW1CW#qGDrmIOstL0^hDzY!Isd)L?iW< zd~v#aXHd*JC)A4S({>hpYK{nAl8E|A4U_IMX#;gtlTr;1Dx`E8NnZyMtdl_pu^ge$ zr}P3>ev*DL8j0f_!#F0>6P}@0{9bNo61S)4g9H!+5JTdM1oCUuYLd zAwQvmzounzlVb(T{Pq}8}!(Qk9s1oGtFEiee$wOYno-F3BWoQ@V=?z z03ib|Md>=#f&`8rMw(Ylnd6G#k9he}0NJGavKTpfHWw2Zheer#0+Az)j?zhIz!K{+u`h%59XWZ##$52)8K|CO-Z7??&VP2RPB#B!wEaI(*_OmjN zLQ?n$+nWxoE}8Si4uVApfh&_~1;<>HkIpCxu>5K`6%j@+4bxz3jrM7qqI%?S!`h{pxSD;NBUP0+z1 zg8ro_5;^#}N2N*A&2KfSBp1Ag(tTFNt)2kK-2=eR9SW#UH-Wsp-c1q!TC9YEw-M=p zl2R`z95iy;_S>A$~HKHZ3dnO28-_6FB!t?>F2n zWt|}={kf$G%q~fQB&wEhWq)W23BHg%xV>NE=Qw_a2ynPU!Ws4(|Mh-#i72^My=(aX z;CA3M8mccW1o63y#Wp#8;(&;bdcp~Z-be3Yc{f_X45$Tv8srFLQ@R{>x+3ZYkV0ff zX0%Y@+uoSwMC>m3`>WSu`X3-z+r=?iY*8Y=0!8`BckOhlR}5O!98|rshRF|tDjzXm zt(*HA2KIVN@0>cH^NzM9D^Q)gb4mdhF@QHa8Q-j(`$99(f4G7cxm-2SUR#XbeNahw z5doe3EW5&kq>l{#6}%dKJV!~bHqF~`k;O=k&jWc!k-v@w_O)J4L`W}iOyFTa#!JA}?2h>L*4UJBB{w>D(pE;-~o zv3OK7o|2fPz%sMArNGbAni>6=EbeKMwsgP8iJLiz3jq~I>_^3o#uSL@DKEU>RF`8H zz;zxynTRv2KQeDo>haSyLmR7Qhm9PidxYGeFZc2{VMb-h;x_MuFYX$_20bG;=!3aZ zgsT({q)N0J6`b&bf@wu&G1Ckm`1I}==)3g2{<-N?>b57#a8IFJzesnnEJ{FJoljVE z60gMD5VfGp$dAh6a;m~!$n+(Q3Q z!x8e#)~mTY^9)<)LW>PDB-&Va-lOs#hlp>8XQcxvJxu(~vaQBgK&m5KuSf-HB;|(y z6>5kU$3%CnqXwqwv2!f}YcFri+PT=}!f3}Ube!Sh$vzd`HIqn@DFhenTDeM;8bW`h z7sglV>pZ;vBh^1#(~NtYdP``<-_{-=a)`w=?h<1_;P;1u!I&UbkK%~raP&i3;-Hv> z%%!~Yri@pZEQ4R_k;!JXz8VjsC#!uQmWhlcW$kbe!ftV|v_ys3h2UiDP9(ENWMBWAfKLQ`uqLGC25zADkf0=Mu&$LgoxRjviZVHLF}nv z_O@h-3cv%$>DzhQ)q$ohoP(q2SOfM6aNw8YVpfyAy5Cc{u%7Lib&~{m04sdcG+Hsrq0k zEi&@W%_)9N3uw!j6i@u=tEY3F**RXlZd54aV+JB?V5tfT-JpK+bu{AzMocvxx#!y= z#8M^@C%}jpBCfrtIKGhhyr#OUS6;qNk4y{9aI)frLh^b|2R3D=*&wm?@H{fTZ{^&D z^P?SX151m&9xr+06k-%HcnAJfD*5Zg5H5nv+adQ#{hNVsZ>cf0EjUE28nQ@Z*=72y zBCg+5PQtQ|9tEcIh;qS~K3qW}%leAgPy2H@IfnuaEva%uP=gRTOvpUFU{9<}r(9g; z9jTNlF`0ZYKq($cG}1HKE{byg9VS7}V=X=etg@@*P8d;R%!vKlQVEz9DZ-A;^MBAaD=wRF6-?UdMB& z0IhE_=~F;f(2t&PaJ@5gn4Kkz$N?gcfx_t5&AQ=HXr#sYTdRxnkratsB_Ji!9G0Aq zG&^@U9~_dl9f#$ow>21`W-*T)CIZyUL*26UsX;XreoSj270;vaUSL892#Kq zbH-97iEA=ahMwQjD&v9TCvV4BOVDs9OiKxo-+n)CJ3hT-TZ}h- zFO%eS;)a^GWq}L))#x_U($0WDj;&cTX>%yd0!(bTmWzq@fMC^~$MDltA`q^b#jFGi zEe#)Ub`o>0lJA2!6N>8xebE2}&W6Q4`nmFDyB(8ZnIE{?oZ%A5Z!s~(KX?aLbLxjp zFt~VMyBz#{xBrC>gg8XY)q;iTS|}H|z`avroF)>A`3M31QLS^Z-e_2P!HLNDR z;HC-1sv&@Yky%t4n>|-cmEb0243~5;rdUxLOY;ibc-k_$aC@~-2Cw?#IVHq+V-z4G zA6;bLHx;SqoSlvt>)PFOBW?;Bs;0_kZ5?x9zxz80gMw@4WbyC$JlRkyv4HWOg}{WT z8!U?qB8ZIcR*m%I=Jep*y0!-6u%UCnecxlXS>%C7=yNXhogFN{RAp+GVQZ2l^Vxw5 z?fLJmk*QG$m`YW zQADuwma-sW@FpVx2@(+&D)qSq)4An<1sM=`>E8Nk zDS_!gs-*-O=vnsjHPe^=8H%SX$=WBpJ5@Xl3yozM_WAlO&Zk7vr8S%(mX#bOlztDB z@4h}TyUkxMD9IfZsZ*@@K*9Uwgc(7BW}heTNPDGg%Ud&=e?snSL{x+X$kdP+5*#BN z$9bg!+5ar(p;;1l+WVZZaP7S@VP|*_9!U7Cfoc+h2t&ebAo25EZ&EIG2L#I(x0k?c z_#Qi%Rs#x1-gfa-ID?g0mGxM!XMLdSy<%w%IiyR#?ckXAQUrO<{N1We*oy4)KU@8> zI%k;ZwA8RkL>{9Gb;!z%Aj8P>`u!H*&HNwYya)5dxUhPIM;YU4XV_BpecKbrFYu-U z9r%p8PrJqb*OyxKBI^EqE_~qYREG#>?e8XXl=q5OL6wvxIV|bQt}P|LuzmjZerR|w zHZ>X;4HbNWVI=hx{TQK+@G&#WUkG{FQryO$%-}qxnk{xm!R^+ONrMFUY0tzv`>-)G?dPYft6X>yWd9cV!T(h5`aO2Q zvtiND7a-br`XHHYJodZ-OrY0B%;6y0iZPHmE6tYS^*!`>(}!ylg*L-`!+A4U)rBQ( zHU+&B4Zt@f`7+OC3KY=&`?KO^-REN?Ngz6(=4#$l{5{X-TNM3sCSV^SP$P??AXFh} zcr3mP7bdq=Pj_ihFEbdDttdhQcS2LG zJVEaa)IBo};?i|gG;_9~iS zH!gvi%fUs>D~T}}3ESr8UhEL#uZ090sYb#^gE&HQk;jMc<_g1pd2L^_HI(PcK3y_{ zxg{gU)Xxf=%szYyP4bS6P`C@`=EZ5T>!9XPID<7#6K|9AU_IIMG)qEZpIY zCsUn)Osd6S+2fN-;iPY^4xgRTw6Q9kvNKn&^=nEv*w}y2wHy6u@D+~~Q~0Q@_b1xs5*Gqy|x{z#XgCJHh{T0;`cP(a@NwT z%Q*=TjW=gF?9!TBNV?$9?Tyxg2tfMkxx($9kvTq5F+B*kM-5VlgPGl`ymFN+wp;M9B3 zfCY02W4~K=6|u+I7!n4XV&0yRn?Ix8b!spXrYhRC>u_&bZ5P?u zi}x<(sP~v76EUlPi9qys-SB}1)hp~ZG-i;UKNv$xo_%t8X%88xu5CY;^IOsSM0;%* zdF0@T&)JYW)!JYGfgUWRmj4FJMbg*#K{x>!Sk`KevqK^D@D=6Xu8+||e1TP? z^NkIalBiEli*3#Hq7}$Ny*_;6!^rgxEmWUKkQ(e~!l(E=Wrx*EkhE>X`6#A7y`QzK zR7vB~{;V?{^HnE&=3D2Hy;rb)h=b>}f>o9jkao$&8*o1L7D z%ct9A>CS+}K|kB(wT@poLeEYCV7Fa70FjVyF;%mD0v^5kH}f_;$H~L=vIn=p>J-G4 zHF+>vGx5JrJsgzWwUZhwYi5H(^}IjXNq`TYv`bc@O$o=`;IhjrFHxV?m)a!cJ}AS_ zu|57N8;BW+J;ekk>0^KW!I8BlZnv0p^o+_hw7IK$B+OV4JBH)sAM_s+;41jNq#4bW zdm(;P&i4S~q3F5jzMubq6Jk$g%j)|Nj+>M#kg&$pp;OBn=>%(Kke@ENeb@@MCxH*( z@B0P6g(BCoXY)G__1N7(%(%?w@-*Zm%C>qE@O z!g)>}Ud^okQuPoajmL@}9p`RO+Sa@i*%9`m%qJTX=l`JdCBZiWLFhD}o^6Jxu;QGp z$C&?D06+ha0KUBiTmT>T-T#FA{6R12A@KncbuF3s7s;P#S7~bII-q?;@?elbN_T1e z0XTfmZW7mu{TJIcZeZCR%N%PLAQ;w;-4cIcccV@F2djV1{(ocjKlNOjq?+}1{Cvpa zBFz@2|HbNS)!k=^pZnDaQZm;(rd#WeO8W z!QYdx!jLCg=K2?sPujLf`$qxa3_Jyb+X1}$7lId>u6fO-mVv2BB>loLzs{hvULpHm z%6hWmY{?sJVKU^?E zZRu|ZF^-simfVSKo@m$F9M)!ozw!D%h=GRqVqCvh}n(~n1Fy# zi}+6_{}sRo{7-Q8;_qG<;|*ExV-9BiGaYfLe--^LtGWa^Wb325HOxSm;2L*$uG~$= zw|wySXZZ(-PcYQQw^tvsFIx1^(ONqHcDDG_$fw?A7LFH#pLM>B$EQE4>fHibx=>YoDGQFbJ_rjRex(q|KblN0V+S=2RW|Vf;HmZ;8V)*Y*;>5;A}?J&D7?H z1t$b0V`bml_0JpZ5|y!>f;WksufbD%e~c3*FSh4wT|IvFz-xaHw%(bB^W|gm8alF7VKtM{D_q-JfLPQOI&UWm4O4u7^b*8d$9!8~h0-{Ec&nV2s{7@3u!0d;&y5S+%BBGVD78P0gs1{4Nt`a5& zi`Jdw6*jrjkNa?)eZ6dEx~~TlSN-G`Qkc~g4fNs4Rh1p6`ikS25%9>uix$?h zBev8@$sM$jDnEU7=byBT!xZ%NGOlM1se}_qlp93AiPJS5V684Ed}4?C<-B?dZ(6G6 zmo={gHOf0Oo?ZU*2c7MV-T~Agb+^B7(CPRpMK{>Z zo)Y}8Z67|bRnDLJN3JaH+32^OJfPt}d3Mws=Y4oIe5e#HV-IY75Mp?RQUqXpa?m%2MlvBuAhD1q&3fDF$T_P>Q3@H_+OZAg0sF5Udt|0X(*3r<)+ei%>V zS!XDd_%PPpWGsEyd#mXu-RkDQHh8pruKits`pV<}tvkRym9Sc!PPa>IE?I-iukmcGqKz;#-o(T~&Lu z`HPh4$7cZ-D~djyFEzYw{X^|Ny=qTV;IlilEiIY5ob-i`>w{_F#z%4{68*GIzvF$c z;WG^Itnul9zQ2g?)gbj~C$gVc=Tp#X$uA!+f=I;QKrM0r_4ZHqZS1 z)iOgD+?pKIsMC#QYWIEd?k3`00K8kFVpyZE7lvT_3HD{ux%Ve0yW{!Qc|WrJcJF-K z56(P74?1oMD;KCnj~%r&o(6M&o!_9%X(jhh~&=K_wDHF zr`XKi_O$jri`(5N3fwIE9nsz7i`{irV%B-TCb}=WrYU`F0TN#M)7jA3b$Y+UD_r{9 z<8P0{Ym4WlNyUheqBn9PI(@D3!(jQggD+GQ7T3|EY`Ef zzmr%@V^Wn;$nG^2jU1%YbBno5)J_d;aHH7fdwQFeUn^~1*;-NARuJs;icIvEILqob zc)y~sb^pWuhlA<^X?F;U;AcFoEeL98w%n#$GKwnx7*K)tkKjLTDBK+U2xEW@@Qzqt z5ow+!y2Qc|zqKuJ?rTeg&U#u0Xsv=2k~s7IBbv!DM{s=mz@$nu8D!$M;yvjx|Esna z%a5Mt``D27TdIs!*Ef$J*PQSmZ^<9QIso5imUL=n&tWxqsA+6w^wG=SYUAOguLA&0I5GPht41!hoIQUpgp zp3F<*&uLDaAfHLBJO04E(lx5->usWg*7N`DAe#^wccJ4{i7vfQ`I30ekTFianF zdp~@^goT)Rm$crMoCNnN*D;%tz;w+1ge8Kkjl%)n_IGXb46GR0W|I0hXJpecbhHlg zj7^C1MV>T??-4Q(foLE~sK;XvcGg;KG?6FL8rw4pkTTaQTp#b%c-0;igl-QX{<7Ax zxI<9VO7=yPdA!UD#`gT--!ErMGS0yF>V5&D1ve-76A0Wu2`}iZ*xf{%x3PeKK?LYQyH9hVAxq!A9P3=JNxB7_(S^G=6*ibZWq5m2R; zSR0x*5P|A!kN|E5CWQ7JoHNhf&4CWT&2dB(!&&;QgHAI{2vGif&MR(&y`SU+>5C-mu(uhp}x-H zN}X|d++?U9+@+l3<13ke-MkH0)J;X4m$4SZu19CK_9Q|}UEe&%3f$r6c}W!wxSHC- zbw5@sOH$ltKRkWLs9kg^KiQ^6OaEGeQ?irfe-uFp_IOIC1Tk z&Crk@8OV*Us#gjr)J$leY%tbkFRcPYXtyUO3-`3*E_Taq7U;<^vbWVm63q@LoA-oI0S{Y zs{Yk48+{qpN|bO<*CZM3k~l(midZbZl9OIC#&HYw(Mr^fc(EUh(_D=yeR_d12lfgAljuBenA{8Wc9i*RK$?d$u= z_%EoDucoB5x9?N4Ulq^>r=$zKtSQa>UAD#2^s79v=ixK!bQfN*s%QX~dB%vU@7e2( z-Pb7KG)GL3`lVb0LuX5ARmtyAoe~DpWD06Wy|x)>3~|dM)NX(YN#9Fz(M-uo$<#PW zDdM|Yl2RC}Hr>EJ28+ynZ8H(1>TWB%KxvFD0o*(us=PTwel`3EOCDxK2J`B_pom@e z%i>PLsL;XD`=rN2`|(7WuKt--hSMlVd(+)(AEX5ZFG>-jg4W>$Q&PG0L5L@qi} zrmH8R4t5aL$do;^F-DL_bbgOwslul!e~)-Er?;lhN5*m7QYsP;`jUQsPe-Y0ChsAI z&idutl=nPZ)Z%)s{aIdC?;$uaacU6jm%E?Zx=>b3tM+K_JSbr|+DA^83z{e+c6JM@ z`o4p##NDu9dq!2}`~6^5syqt;mBF)asFh*5bWHHDFUQAQ7W-U=xO|Sn^M+)0)n?9= z7eI2RjOOr4c9pc9;L6CIkH2lTTmzI(N|8XyvcY-p(NJv&-lhhrGD?^1Xkh~Zo>?Q^ z{Ga-Uy|Jq{YCEG^U(&h*`s2I&f69Z#-X~-x;w$txVWOB7RciVy-WQ z6~?$NgkM!M1r~o;X=jvN0s`6!z*~((uvS&^3C7WMn$mW8tjI#LV^k$GvlQg{&(tK> zF;4XyDUSIYmD=0Q;jCXW7_ornKYBG+M&IUMvcc`@rUIZul@ibIX5_F7{@%l$CyNpFfM}K2iN-cRpM|>N$Ok6SD(2_K`Socn zRtMYAc^qVTR0M?J>ns-+(g!sZLLxWVnje~+?Vd>N;G^Ejm_vQX2CsGARzL?ZIS_w8 z;8qUi&PmqlUJSxMvG0{5?#E0<#|Nf|Mz7Qb)sLI)-W7+1u+k`lF`kb!M}c0!2Dtbz z(JNkc8=35>_-~*#@##^Iva>L}CWgoisiff{6sHBLa{i4B;^UQ?te6*_sL@NEyPb0s ztQUe?uB?+!m4N)iN7wNI6eT%YCQ$Vvem#SP(d+4^JQWiWR_8RCA8+NNKKW##{$?(- z?cdJs=C}2t8$mBs3-o9ac&_ls_8=Y+Nk8W|ctqe*CmV!4h0Rfg0c}Er7|t`^et1a1 zGUVmUyo~OoQR*7kAp$jOo->HxR|_|1FLcz0gAR%{Cr-wC zkR)g&zxq2bQ#HTb_QA;x>}u%?wuJ*$UL?}DbqG5NQAxkq92l8$J2%ip&jnH81_GaZ ze!ZrMt8WRy1$n|Rj8V~in|C5g5;Xh~t=tvw_hS2FROJ8}IKRvPdUyHR@n;rSU*B7_ zZx0|}EW>@=*1)svgoD6#GSJ@5y4lm?UB(k!#O~s(=IQ$OhcuF9hs49l#ewndc|%~} z4d~(MK(r~i^0kPI@Yl}DBG~DSH9yUQdbidVX(>zN=ylLN;iVz9WiTy8Q$4pqY9cA| zBq*%m6TF5@w3tYt<8zP36aoOA8MyEt4!dx7C2rBWY;@Zq&*b*^phPvc0<|RNQzwfn z7%evf`R=LrH(&3))danJvqEmmj=7kftAsaZR&lEFI}A*ZV0WuaO#f~elVb3J)YrMQ zuy2vK93b9XevfPOAh+(f0)wxzpJk~{Q(1N`@8^m2sIW!kVB!R1)z#LOV*p>@m)MK? zd(879&0{7Qf8%k>a1N1bMLgo_Ds*U&_=?|xkW9($k|kNS`z6W~;&8_NuBX-ClAL%$ z)}v&w_v?i{1gkwFdj4aY=7`=n&+LRQlD>PHmm|g5Sh1XQgpFq8Iz7n}`{&Gj3pb9Y zA|g;h<6=GXu{^Tk>WD7-Iv=xopoof;AYk_;*(>#@cw&o8ISkVK96A!&*Wq>r7|^^#xTO6MYeXLy(u{9kB{7>>U~{#c%A}V z!w$I?0awl&eCO+;3YLltREH~Tbwob>3mc(`!~UvR(RxCr1(fx6sDakgN)BB(wt{ZXxvdX2W)G?L{kET(UN&PMK7=qm_C%dEb1~G{x7QD zI~=a=`~TKE(R&x2(M7M(TXbO%y#<4)(R=SLYND4IozX|{L=S?|38F-c`kUPM=l)*L zbNOqWUDsOsoHMicYrTJV5)$LFQ!66`VZ5U15!&BEWThL0weN4EVg_$??fF0zneJn z#VZ*`eAEz3tO08wzC2}hWk|2A1o?KvF(Mvq{9lR#x&K7+7t873w#n7JE?k^qO#u04 zT$m~PiA$AqRhd+Qxg=e)jFZb}@i`XVqcx2UhvaK^#~S+;te#tyxdJ;oEvJ?81+ue! zjYPfkB#E2xAbiN;?H{El!-=n5K2r+0rW2CR*uWqj-X+SU4iMa_+$p3qRj;Xvq%_8x1fEz?>Zi7Z%Alq*RA zJsPJmlS`E$o!(#WYthVn0@))kUdK491qv+2zE6NB#K{cJ@qr>-?vN$pg%(;z8CLS8 zjK8bx#<6KS@vt49@j6@9+9$)i(6M>|0D%94$o)HL~q zZav_jb~EY@(_-2s9WATuHRosS=2LGE0?7B&H=;ke?go5@0E=$8$a61uXs|0CKNMbk zI~c-Zs?i@a{oIkWI_I^80POghq-w z`1WImJV9LkbilW!tF`9lB(5-A5KUGEMNmoXpS1b+b-W3@;Wu>dsy`EA^|KTpW@_l0 zgeZWO=ld#g85#pd)|DcsnZ$QNjc`@L#PL7nfH0Hq%2nWlyM9CfI;7h+wug?KJX__{ z5#FTGPkRXbz%xC_vzOz*3w{=7OUyjmlJeQ6Nu5(@*+fzhXCwH7$h(ggMv74-lWZ$?+&Oq!Zgqn*T)eB;t1l(vUN*Y@oeLGI!UGzj?zpOm%6pLU=NXqk~o z2esaFv=G}*nO`IJ67|}EBzlBhqfK^6%VJ!}V5LiRo>;!-MQ%jk-Ye!30eG|sspS#O z>mAC%EG6&08XbY(*yM;eH8W!fc9n3&)IQD$Z;Cir;`PWvtX47|>rwb}aUeeOSKo?J z-RvrW!t!7N7p^BMj^*|MM0d4A?ed@lp3$YWb3j-uTW&>vQS_B%7+gMJ z^HYobU=cT#9u8E|-0@z$nWWt4I^^j&a~-z|ypV780%!;PH4oLlV}|2aL$cXI(7aF1 ziil;c1%5Ai5Wr@_c{?A@BUHOzkC53R@nRr=c0=_?xC7if}x&j6I*a6L#mK0`wuGXa6~HpDhZ(NI)pU5ofi$Jn*cHeb7FB&)LvW) zhN!)p5h=i7&qXrC=sRF?@4}@!Bs=AbM;o8%aWD!z)0ne0Dvw4X_~2YkpsvG};l%)K zC57t0`_53Uj!(kcVzO23*inmh+B|iS3H3Bh5sZ0(w?Q6H2j>R-3T!;TFK#niq5$4w zyu;AEo)qhQMwJNXHOH_BPpj-rNrglmTfm4N(1`i za~7A$?_+@6bw&jAiKhfR%hA3|k3XV@5U!_Z^V_^BT5HiDXo;&s=e9J=n4_mZ{YrjFvZzdQ2fEHN|!8^8e~U@l<;(_JntQU}nOkV#cB9*a_A z+0MJYQ|E{lZ)@9&Cy%JDQz!%vhI5a*&wsh3L|Q^^Hdx<|@jGAnaxMQX72@>RhLKbM z#et_Xk7#4wY=Qw)^Ce;vi>C$cL(DiC4sO$aG;_&JC_p7(l-9eOxJ{U+})u4Zm<;ocz_cq30j4$EG$w% zE4RW>lIKO}u014?6_hXe62z@6U6LlnT&0l7(WUUgZ3k~=jYgF#q}rtZNQxLFDeq}m z3yzz`WKt#;kiZ0z`F;>~5r= zj>L^v&M}LUF(YN6_X*p?D9Dypk^JXIt0YVaR>S2rLs8)_2}<|SSDOrbL|fC7fm7C3 zK&J2s4^OhvF9kLR{oOWrz$G6S(nWr2bYPf|2=>h!(ub`GIZa*p_BHw-g{@qEGKk#J zZfGEJCh27N0UE4I^#>@|*Zz9BdvKKt*KZQ*Q!)j_(K)1A0TB!i76Kj85uEH)i{B)+ z$2wzeeBnIxgki-r6EcC;_N^4ZaM5}vzw9sDjnBTDV8sBw(7*4ehwBQQ=P@Y1-&55; zZb+iicavv{I9UUN@0H($&}ScH)K!%KDyI`El05PWB=vbT&m^bVABWgBWVc` zNf{Ej$x9fJ*&8E%kWLcQ_hUr9Z0g{=B!>VZ*Y|n=0ob|xwD%Wih(ZA$W?-fml+obA zKW*TGgs2H2>jx;hy0LsXV-kuu-;`#lZBuT{>X5a6a1_Hw({Wu`Zt_7AcFqOhPValb!5LPP8W`_9DP9v(dnH445XzauiQt z{n=|qI7*4*D$^MO%yJc8UdZ%wad+=EX7emZx_^&D6spa=B{t0QO|Tl519`C1A%$~l zd$0SrW!7v-64x^EQ+m~=SdzSKno$-X64_DvDyv|0)c$4;8fh zHZQwfDbgbGY5A2+%%W>qiVJ+VGA(XLfUg^JOd#-D5k>&j9}9y~hE(&jI>X%6v1nkb z>L!J(^OwHkGaymuRX&2@6Jp5t^lt4>Do32RH*4bjQw&)&0Ll<%`?Gt*(sB8MdV@Pq z@6TV^QncmRKuF1Iew-=`g!gSo$PEAnKRF+ z=3PD;gAvT>hyt+sk}*LDQGK)dtw=7O0OBtGfrOzDuRPtS*_*kl;2V9s(P zs8d4)NM}=4K{L+ECUA3lbJSkTwCy9-=q(FNs_WGz{e&)*(7ztI%ucZmAgd=MIBcf;&FGE1#;FsvDixO!Pq?8AQf*aa`%(?$w_wL&ki!%wabg zrh%aXx$(-dT6|Hud3P-<;Bzq^lPb!-_)%*}}}(L@<;y z&gU)HSL)wIFtkM?YwKq@XRAm81+D+_obW{D=4Y#}D9x>F0tBC~UR+Cqo-Mx8(<^*F*n82D5XJazbi_#ds zhm%K=)9qqhKi$YnML1zdHZ&AvjGe5P;pXiUBQ~!V_i{*xdiui`a$w zazT>PuEYfjZLt&meT^{RRWXo85!R8zcZe^U@Fs1C;SP~FWpS#Gi!A*3yg1c|a9sql zu140Sl9?jhmWhw)S5D?W#=`_ZFpE}_u+9#4VgCFsX#+!Pm?qpFAg+ zQ|J`?F@S3sm)IbMiXy@ejt)rtSc9R;+G+RnWos9{!rMch5QE$xOf7B!Pz|MN{RDJS zj=Xz4I?g$L8xDr}2d*eLh^#LPTT+iU$h2&IN6Qs4df+t+`$Mpb5^uRFgCH9m{KsZw zMHvMJ*^N?e|&40ju}6}H(*BpSsqo!W9XyDxUI8yvSLI>qkuZG)H-Ry z<{sUK4K@I4q0#dM4mew zizOXmeZlrvshcF`vZ5BT0^^NuujpjWJtUeW<#hzMbO zoZ*Rj5R3fQS{GG<%MRZ@(!%?I*BEkomd`g#-uLFBHB4Wp$)G_|Y!-<4$#|`_l=ca) zTB*7ImIsX0@I8qf;_?g!Bv=~%0uud%PmZBQX0W}6u#ts%D_H{MJb?**u4O_!EP+J5 z&WNO$lA*J_4c%pepK$b~#Pgerf+P9UR4g_MH z{+WT*&nQ6CK8R)ZI}cLDP<1 zSVNrDTS{E0OiM7SV_A_B-iuQcI*Pf`0676iSukiIWZ#tS|e9JLLEP zC_ri)-L9PqD5}>JVgOkp8c>FF8#&&Y;d#%KmLp=rVACqf{gP8{(~3@fQ(k_89&*|z zm+q;d{M}U#1z>dQezyZHC6zJ=;auy6V{>Ym*NatN2}8GkFcQgC%6}6ii37^#e7VL3 zl73SOzLzM|SbpC^{M~EkgXYC5mp><+wP3EZaX54LWXhSh<0kCQ?@RiE5ml4GB?b|h zk3sRIn_}+Fda%2)5Nwls8#iP1I@Xa!Sl6?fdrD8HAUC6(u@*k$^3`0+9xm`ZqnX=h z7F>eJ>F8JUDt&g1I*p*>14=}Hhw8Lz=x;g?BGdL)+3?T^oE3yIF0j!a96}=|Z#92N zPQwo~*GS*(CYvg~SQmX?hHN+&KaYrXsBqhSJ0pq0=p>06LG4G9y{E+Fg#N5moC@p= zNnJqB#2eocK?BehT#M2ErW1M}u_N?yS)&qf$=3c@r94_+X3d3#_Bcv3joXsyV-UV} zS%Oyy&JlNkMdc4U|6PGF984g6TgBrPfoNe*99&B_B&I29cfVx&EQGV0V&^u^Z-3Eh1vzLi*ucJZ1j+obgd8iHmP zT#XRZr%%${8sEV0#ghE#gcK{zRG=|8z=lcF;qavkTIg=8N$tjW!R=IHbt0cLWRowF zSt&I5bo$8lqWHB4FQUF)d%Au1@LSv7F#oG*K;)S$ZC?p3U3<=ms((Iyes~dWdI&|W zVhn;yAit;$dZgJUzR0`UT1J0rcBcXFlMQIIb581yGpVi6=L!|qQ7;Ao59-#9Dy&8; z7Y)+K``D1kaz+~yam37@9gH)ZA_}6p0k&2Ozg% z_`lDeS$cU1Q;a9W6bprN%A*U`2X38P-%P6**l)KmCKee`#BYHMj0G5hKbjOh;BPBO ztEhnAbqDtI{W*nYr17Ylk~teEul1v26iA62dY*P6ot~p98ibV<)|rT7yY@K_52)_>dQ0D@&eO;5UF56}#gniU*Fn95j_N9v z+^6tyNsFW=F!tLx3}B1c`Nv?BhwyuGE~KSoHc-^OK$%O-(>d}NrcN8!D@4d_Qo4mg z^UI;A(R9csD{$)4u4Lk4Y!Wy4N(L2xOc~Jk5X|S> z27);Px{CigzC^MZX-S}TPbv7r-gZhkrAO!hPr?w6Zv}e&H(eQPO+-i&Tv1~e0i^%s zmefbf>A@g>4?ld6a7Lai%k6gFd0zVGu?Tk`s>6GJxH?)ZHV|8Pr|F+mCRlK zGAh~I0~1nLZh>9f%J1M?#U%g4TLhb9?pH)oah1qrQ*C5b*xKwk*I&XrrtqgwZaBT6Wlm?(VkMPy>%y8x-d~n|yQNcRJ3`rO#9e8J}hMPtO;n&Q8?*m*Z zrmepp*e`|W>@#-;1^GCj6ke1V62Koc>_9jaB2-*Ca!p?%Kndb2!}{>YWxDulTEk&* zY05J}!o(T9J!n0^$Y_!-jS%#Qbmm!2&1Vj)vpr2S2?Mwa7b*fAAj?XGVF4f42-Zbk ztQv-EmX)CgtDghI)OIS_)yU1@ZwDAa2c@yPt&4X`F7E*s)4T2Ig)B&9^B$O(Q2j-x zu$bl)oXIZXL4`~Aoe>m(tu?lk{z)@h1P0k0_9)c(2=$`}5*hiIpU^oyeiSjOY=AUR zXNK=Z8A(MQQN@*6Mr1HQb{;~s0Y5)1RaK(@+!e{*xn@k-uuT4IXH@vC}nqLh}x^z&)rmPh-QGfwj?o4@>{Z->Kgnga3DeD6Y3a~! zdzStfRL2qkpe{=O+XI&$Yw*PzZAYxA&rA|d(|}(s(Wu!~6d{mw3i{j}9Us}?>NoPx z!4B0#Sd|hB-|BI8YS;Dq3zo_9KevW+4*7@PL;hhDcwg7IUx0TDArZlG7FC9JoV!nf z8s;D--K}@u=#IDBY@%#1|5%qfEYlr>%k1}Zyw*|g9iwU1Kd#C?y9ajDo|KT-9s=Il z@yuu%%M@JfF4qg6e}43D{Sta#Y>s!)XR=?l^@ZB7yR2ip-NRTKv=BSMyhG}h78AL+ zEbLpI%4eS2(5^tDuFOS|rsn9=E^LhyZb;b@7UYT`Dw`&Rt4GQX_1yF2o-x5nRYAtmK`V0#YX4~b9$9><%m zz&iJBJ6AR| z>`Nc(A58&jc4Tnk#EL^*c1;#PGk>yDTg1JKNb?d`I#9`lmeJ`zJ0y;;=JVj-6@x3> zvAh2{_DUNOBE=DpCZUM>xf6BRjeiE`cBPh}0u!YeiIT50IVj<^fXF3)y{|Nb5lEnI zfZY5A$xu4lrSwgktPJqVI=mX2-Yid7L7>|WCML~-WEj}OqKedMhrQ?{LZlYQXUf%~ zdl%Hi(TT(r_h_T{u9bKEDP619n|wh}T;EADKh$!DQSW8R%5VR@I?s0L#<;-UOw=^? z7#ruihrS<9S!&oA*hGgBi4s28sk)vfCJ7JtcbG*Zz|2n)QJyES1yFYF=yfWPmVD6w zzv7TU0orJQbQWb@_Hg6y;jP3HMaMXOEYVU7GT^~Nl2Y!g`tyl&Ie$$sLSbPA((mhP7B2RrytG z+pb+iQSrF)TR5{-xnJwdCd#J!D}AcxP8@r34tXXf4Gf_11PlbH?>v}^IaVG0Ot*Cl zoA2*(C^$g*cCguXL;i?s8KP|vLn%FW5F1fYE0NF3w1{#=2sD;Q<0ZSSfvpR@3x=N-wKcn`H&2G<_l?!+`mK^5h>Ks?#m%(rSd))A_M4UdLW{>zoItZ zNaYLjS5QZsbEj}7m_9&5OX{1QdxviBJ!Z3G;QzgpY`gy{ z#w_e9^p}WaD)VZ+4SP%JzHiA=HTr%O*LcJB-O1_AAOGCqB%y%w!Dr3d)||%Qqb-6@ z1qWuqUpj#qomKRQJHpFITYw|9Hjf|i3841ySkA9<}J)Ig>DkSD(#)te{LqEJrZ=IpQ| zvassrS|H7lrV|e|BCyAYhw|Ka@%j8R(J!b=oN0SodU8a!LGZ`Q07tXgRHLV#0&pF~(_ogXf903F=v< zmCbiUY!uNHCOa#3jcXxuO9X@bGkPX`fAu{ z(@(@`^XKA^A*C6;L~}gfag#@(n%IgMBIq(dD$4p(yS z)g8edBBOJ#%&lx~HV7dNaMPopf8j-OSJ#0Pjn9NaX(Z zjhm^7X;)yut1M1ptTcbL@pI~V1_&WF@Y6&q>-A!*d@Ea2*X5!0%+YYz(Y-tsl1U+V zUPE7V5clF*L@$=1lNB$z8{e_noaaN0l8R^0v)2o;ohdN7Mj`5o$=4e#I)G*G6tpOONupR5ed9zoL$Hv_D zKFIks6_R&hOR>ohbMp2+lIGd8#V38UM-p%rS;s!LQniuy$Km&nKJNuSi06DiA3ZVH z|5bedU7EsI8q&ur=KV+W-~QX0E)AxJvC6E(8M>M!J*MAV{g{!iX2$@lsu;$B=Z zUak&#WYF=3y=3RC$u}$$o~!5gHx4(6nk%&AEiGoIBK{ryoWPle?_2Md|4vw>(2^Oq zOP~Etxp)5f<>yu}+w&Mxte;ka+$I`6Ad(|lbziuPX@H;3=(cYRhR2*{!uvkDwrELF z!*2)&EK9%o6E^oj5lPZVLd$c!?FB~}>rO5TMGj_yyT+Ph|Y#-HMbTURa0o>zG# z{vd{*@Z5l1n)z8JLVx8pmA(P>qLLVHd6Q&bk*XWc1@^@laZV0B6#DynSfLuuhH*~# zyYW_^t@0>tNKG8aLwZMkVw$j$ERfgw7{^P#>Scz&^hAI22QzKu=haI#PCH3qWX?UC zaSe;SG5|44LfZG;9`U(79#5l!Oh=Z&_!h~2SjNC zJt7O2fNzu^Qv>Spx2Jni46#D1S9!(7Kk*6}!kLUvg2gJ8lbWjEi43I6kQNf*MuEr9 z%sJ@~LW|zApi&0NUfN&l>2Rks3UCO~QACg1QjaeD$UC=dHi~v$A3&`fYFB3cOLq_g zL*oQl4Yv&1s@$>nINNNcTE!M!N;)7_y$K?(XfXirS^b4T);7=u37aPL9lon$)Q`Jp z)wboVF1Pt;X1SL5TsqcM|A_WHj{4i$-+-9~8{O9#w-FrSB+MqLUiIgwoFx1Z zO*GH_SkEhD{ZNBXtRq$pYWw|d`|)k|e-#m6mxb>$!afuXXCyrXU;o=T9P@!Q(J`K{8r~!#0_I$WH$TfC)^}fp#2k!VUvBqe zfJFp%=j~VjxvY|wpuXzMf`0x>A#1^V%dZS7&YT((E zvOlL4HV!r$KN+;$!>Tab7u7+77P^`VEpS!}u2Q1BTnc1R{wn9fo?Bw41{##pOyCoc zhYu5hzCN~D5e%%zN+mKb_4|_NG*9Rar`}>C;vhrWpZ?J}k@<-UHiATt|5Z~$fGcP$ zm0)m)W1*5E1jC0xWU2Lq1`Z`5z)3hTCSN&d2VM+rDFnC=#hBpvGyeAfZ^4*xBsf5Z zfDa6H(&2K;?}q+kqQBSdSgSRuv_;6^k@-)>9O7Iot<^Vd|JB{!yxeAJ*)MJVuPu*d z8=ySTUnlAEiKU?99x`vS}HcXMt}#O=qW@Lq|7OE6D6}!T@T1$`m-gddx58sssAlV@;F6ceud3?hAM2eG&Cz|b zS@dC__1~GM0(Hk~{;0tju)mhg+G}X}TMi#s(jxemw)@9ev8eoX&y%A67Wx0JVCW-YC%~Q`+tH+5m$e2qVV~{s|@L|T8**)VF{@Gq0;|a!r*^6Bm8Jg*k>KJ>FpZ*(9b!+ zgChU?fANl*tYl$B6!3-WxwQ3vg?B_E|0SvoDs4)~QXCR&ORU z1TqX1C@K`SsDq5Ypmhs>F#nX30>!eRqnUqr!ZKDI0+1db z0bVQGQUl{_|4VgfEfUglW!&{l<^Yg}cRC}s9%=H1r;bltsUHC%LyrJJ0N{5)NbG1T zMCi#d=0zb31S5m!hkM*|Kv^o*ga0d2s*3qlo*CLFhd)BR)w^yXR>!7{80pJ!5XLlFyflw~4e>HRMDcYy56xBky>cTW z>jKm#7i|2DFPZ~+c#r?rNGMPROwd|CkDlP~o6M=ba;-u~qb=0Y7N2c>t5aoay`S7V zZ<${fN5$Y;B^1Z?$ZKu;n20Q=j2)~4Rk%KHx{cA%(y7J#*c9ES{sPj6D)%dCGYS>f zW~g)n!f6EqY+elp$HjT)A%2?A7^ZM9+>gfT8+{f&;l4pUns zp4!rCgp#Z(lGMzIN^ns)^MTfk2WGG=i|1K0v>cLu*$q$YFc}^Tx{^Xb3*#*pY)GJx z_@lmU;;zD)XM1|2yDy=xFEY>3TB>t|1f|B>l5--D|c-Q^dA4Nqeh05 z#juSC$w|(jf;>H59ZjPZKkXkay>QtWA`v{WW8~oZ!Yc~|x~jxVH?JU-=OBVju8+6i zK^lSp;X(rNXuS*~>JfZ?;@YN0BTs`euP@2QZpIn>kh^E5a^?o1j&?44UpV9p(Dg+K zIQ(p(HcTX%OwmI7612iMEF`;{TUp2Z`diRuwkrYL$|lv=dA`*2S7*yNa7os%A!N{} ztWs>OXV3j99{9L!rt%9-yDLC_Oo^MNqgdW5FDx(P#d%RL?nQrh8t#NCXCq;giYc0ne*78c0_pN z9G;GYs^zOV!avdam#uG#d8>K(VSI}-#j(~tWqOpatv`9hXIS0IEh zJAQVES#I#)PQ6)_WJd!R%Fst) z1y}EyiM{n}gnobndWt5Pz)G$}fg={!%I6ml;fl)eANX=_cPYeW>_ukrz`11C zDkWhbzCda?HTH>@HhBCim>M1UOY~7>#66+t<@{j{{OHd%H$P?~5&@^nEH%i@>y{nm zAMY9?0%}#@BGc*dNyqNrys~c7X+dsq4W2a{cC(ud|4HSlbG{`fv#X_@&wR$HfYXG^ zpNM4URuec5GvP-e)lyOITfB(Cbz7{llC4WbGD#PK5y9&A6iWem=VvD@_zJl1VmSbG ztGldzBv8G`M**_Lqr>>C1BMZ^oEC{M-j9&GI+S(bT#yRXTP_fc?ghtT*88tw6aMo+ za3qCnNiUMBwY`p@D)Oy2U(cG}ce`m2=V=$i-geE-5Z2Pt+HjxP>yN-0!}I2JZMT$q z_)stLU|Uxfr8%{KlIj*76x2dv^j19R4JvT`RPC)E2kV3S2T#u{jHrQ&KSG2Sr28sE zDG6&x0#7a<1(Pvf@H2_f?3V1JKZ+P{{1PPU|5DvB7p8a9XVGx<_VlQokRlJe@Wq2? z5xrjhw^vOKK&hT|vNY#S>lRSEnkk#OLc_9euEM9^8j92Qm=LobrZxxVavzCinh~5A z7@km}sL77$vp;8X)(sN86>S3Uq?f7D-hVoM03Ub&$(@0I?StB;i3&Qj=EP|RuA_y@ zpN{haGsS)e?KFg3^nHy@pS#Iy_(X>8yB@k%CCx&zmVI_MDf++ac#o@VGsh3umikI@YE*thAaY`>l@E{T{h~OAFz{U#p zMxyJYC|52n$ZLc>+7m(;g(3W*l0f=o=OP-2*Gq5PXCiR|^eU%DipbHbjiHj?g|sCZ zzi~@<=cJaIj$py9OiA}}XS%zZfXNoc z09$1uieo%H32vGUvwM$vk)(T7T%$iOD1|d}*jzb?r?Sx~O~rRz{aZUc_tV@QH(tKG z#G6xh)2GY$&C`r;*!3ZJ<7Cuh!?;&$yY&lxzqJ@Z+S}#$OAj_0r~BM;pB!O+zF!f+ z3n7&X>Ap9{L76NuEl%P(p|uR(<5uHoMK)mPsB3zu!&zm>f$GF z45^2Q6c*JSHab$4$pf)VU4rmiW*3n?Nbg0TX#HEC7DtS>?hj-|`tnHr)~x!-z_6@{ zQ?x}k&6T>Tf8VVf@gTM&H#69g!D_|sHpGUKAxx%kle2Y|re~Zn$6B1gB-&Bq>>HSG z$Wg)VChz(d4)ub^slYM7!+|RlK??iTsE)XwbbF;{)kU+&5t^Ac;eCZWYLOyk>-GdT zdxkqNImGL31vILpKLo3BMnEtQx!nDrrD+8&ZsaInh8c16!`GUQng$d#$8Xsy0*B&i zq=XgHz6zM31Gme-mRCF!b_pn>9J3cXIaN}LA@jUFXpq}ivy}2Wrl@W0Uk}=994n2k7B;uFUTLz;{ zMY7}ETSx1MdI{Rgj?V~&jxvDc6geBPSW6M<*W}mJqJK1G#K4}q7QTlXL?frLn?zy} zPU(UU?Ta0Q%d7{lv9EJW*=9WvN3FSThy9aK{m1k~qC@aZX@YJ^-#SrN* zse0r>RcS6GsZ^asYTv!>X4c&MY+o%>wD(ygRCR#T+%e)(&pE z9MD+ne(6W8n}XH#kG6qMHE)ZN!99EeN<4Fj+$_e$x|`gE0(|+KV@2Im4YYWvlpF$q09s6Tu0g^2_uV=lM+Q7vcWn;H zvVAE;BWgW5jy7*%I^?_qzxaR6|M7zOWw6uBAb=dBhJ%o4@t1F?P62LYG1CzWz?(1( zOaQTQ)Y>l>(m5ky=78?(tD4od3Cl~-U9i&*9cK06#<~i^HPc{*ePDb@5k?e zv-d%-lpUjcXxc$Zfv6LSq&UYqE{zFWOM&Jif^5Phvp9a*WG2aokiA23a)pwg@U-0g z0axvBJl5s0fktnB#jZ;<4o&L#9>2Qt8bYTjkw+rCj_ZwBa+__1CWH+;V4p7^GOmtv z;$8D|uw61Q2OzmxxPJTTL7>!)0+^^cqR>c_l1Btad^5jlk+WOO`Z$nbi@7x1zowNN zWkQ^AeRE^@_Q%{~z?e=osN2t{grWpLp`h9#ceP z`Z&~!`d4a0rh7Qvi+6KWB1pN7xxC%a++A7XVKFtLif2>3N}BK;#n(uN6f75Q;?rhS z$_QD*VbR-PdhJBt5`ZE}xjTOzPuHf0&-7Uj68Q%H;E6)cqG8G0amn3P#3fX4L~{#-&O(O-0)h5qq$R-!9x!1#2y7GlXg-#zHBTw+wtBb z^AbAafqnCc{rw>C_RsXth}}>GTTF1^sK$!ZW@knV=VRq=ziX)pf?<5M4bz&#NJVz? z$C?K)8Y#)%!&^=B@09TlFfP;A=fTYR>AJuCCZmspc(O#vd0|L?nEbhK^hUg(mQt%+ z`51#)x*e|=*uN1iW7#0TY_uCuye#WJpopmiuiTQ@--p%{n9_&W|`fL+#eU0MaX7$ZfA!(2fNkwW`*u zY@XZ?=uYO~mU5tuRz>HYy>EXMJmOV1qyWj9pnZP67^Z%WKvvP0Yp=9lSjxS0!@Gnw z*MpO?UmdxbU9=cmR#P`}nsa?VTWXkd9pFjzyl$;56w=9km=B0Ep}VOHvXMrymC;yxm-y+{LBkb{K3V&9Ep=>e3XWczydLv^?}5{OrDt z8^$R$hEFGiH&lkPKWDuJSv;8?^Eyi*0yE>yuyEr*6mF5eV-+dkAz^G;mC;$md zll>-^_X!rsla-b915H&J1X( zaJ+rjX%&(dbVhO+5R~%3N zr+@)%=Jfd|2Q#<|VDiC%QBNooRjWVlWNzY7CbFd0M&~mw{(ixMxrhkJG#-Czd&9C7 z0T7MDi;HYec;Vs9EA+CUd^kO-z~w7~LygWaxwVD)los(YXtQ^TGcA&0jfI2)zq7Z^ zZ=?IMU?(l{b(6Q{DHRl}-xsB7zMh=w421r!MAk6bFfkDi$DT!4@;%QvR}wCirkF&F z(}YEW+zYgI40Ds)xuUg4w8ui?0-x7f#oZ>jNa!Tl!A?gwH^R#zpqaq7GgTn~Hr3QM zyYVw`$T$i>ARC&&1SL^oKbVRMiIXQFQV&_QOVOB^_MQkI zNMpMW$V_-xYvI&(;Lnp(qY*Qq^?+o4z7!v9+mh;|-LC*_{b~^ViSA&ToMHQnRq`sH z7v`v>*5BH6A$b^bBxFBoe6TRXQGG?~98LSJpexD{G5Cnvxpph?jgurPG$T(}6_UxB zuah=FA*+$$g$F#NggnM(%T75I%-QAge>r3 z>}C>|%pvg>z9*!#CN>RMeWFQt5BwATZIdsx4^UzLHtFyg{!9#C)nE4e)XVzaqcwV`GT<9QP$F*G5L!ff&h1$Br%#d^_b*;|TLvoxHC^GVYUTo? z6bPI?B6FcH-F|9O6LpM3B0=~*r?tXY(PGP%N%L(Z!0%O6yMgz#B*?UJr2*M+a2g?N z(A@)}+0cFpCs+IPVU6U7k^u@BaG(idt0W1PWXU_XVhx7w$~fU2WS!cMe)B>LXut&8 z@`hmo%aOsumc-Hwp!3}=b$-;f1Csh{_9xksZ}n=p)$t3XT4<=C&EDvucVY}6X0pwg zsw#K4KKuTRwxZYkDkA~~t%8%-C){L)@hq;93t!TG5feL5(_jz*dKv^`mS8nQ2e0!i zl=?rum9Z;*QZ6YX#G0sp8BP0#=tYX9D_podi?(0nWJ))UJUjvOx!NbuN?)I>+!!BP z^;qI$aCKmBg$*&%yVpjjFUorzuTl?Ct1~o>(a(EY^U_19-GpxnoVk`;Ej_(Sww7=HFCH@5DT2uP!1 z7z2`P^UzA+=^Xk4WbpznC{GO@!kCD;yiQF_dr1Hz?`L;WSz?=r4^{$VNW- z-f>lz8nOt1(`ZZ_&hqxlX;=6EuPXsJ>>*C1`D)M^o2=}p z;q-woSqZU+(S{B1!+r;CXPbv1YQ&pu4biHEXaEt)#+S%hhUZ~31iI7~GF{S>T3%$Gx{{vEf0OUGl(6z0exW=PiM-_VrYNooq$xP7@G zJw(M~&x<$3BFET6!C{?~7E;Z^4QghClH5=s8y4X^zdwz<9dC5m63jT&^Ap1aUb;cJ zDxpH7dxZ)OeyHkrg6TULpUpKqVvv_Q;nF&LpGy_j-}wL8;Rj8s)AVB1&{0R>37(+4 zXTAAAqjereGGwJBAO;hIb7;r5u~sI}!BS2h+q1d@fXwl`XGsu=4KkSM&9!@|IDi>*smEjr+OWic0OgOo)v0RjhCZ>B@9m}Q;3IUp~PlePwh zK3|t4kyLk}fFg+bMQ}kejOj$oJhJ3oB~=a9Fh4E{_7_42S)mV=-xRkpnZ2k9i$n|c z#&DH$bpBmfOf;Zn&It70#WRvM4`oDfoP8eRyEHNl@>eW~|E{YR8nqZ&xP;|nyA0=& zPyU5otu&~l;i|Gv$ZCtSSa6rQo^qw7ro=tdcPe@T-M%Fy;w)%cJgZO`ESWfMiSPN+ z+G2TZp8UO~OfVh)Dfxt&kr(ek=!Gzvyr(H9fh;CwZL%4=f}AM>L+RKa2bW8G1&6Rc zSwdAu^Z{dg+ylDyQ&`7=G-&$c)I{DnlcSo(J{O@tfvCW~&(y@JM_|wIN1IVfK)XAq z-Chh5R3QcvdO==Q8u1=uD@=1oOPp^w2OG%@lr0!o4Mw3h zbnn6%2?%tNsR+c?tFsUdsd^G~kPN@Sg$rggM392s4kCfa5W#o+A#v7uKh=LzHeA=> zmU&cEfXN&eEy~p>qY(d?5<}iBZp)*8gk)j?@6=?5Ekn>9rW7!dRl@VP`;FI{RP#*6 z4Qpp|bw~7aS>#5l8`g+FFtj-ey>9B8=YT8J3Fi#6VgYZ%{7YsS<`50@mfr*yw~v%l zl;cBQU&VCDe@l{D#KVIq_q-x7RF>=cCPwmtcY~!ij-GuNH}-m$(jh9+7#d2;ejh|OM2MigfZB-Y?#9|e30`Rm{iKfi ztgA~5q5h^vrwm_&V{7Nz?T(9Bm^>0f0@0yW^dB&xR|*8Mm5g=+eMMO&I*zbCaBJ8k zrEB5lB4~jKc2UjrVsic45H-R!|HrRFqOJaDHNJy`k2t;;oVe%sH`xeF_@lpMX*t1D zSRX&-lrFc+jYLGC@;Ewz&9uRHIyWJR*$Mkx*PBQxgx&D32z*DbyPJ303Ig+ng#VAK zuYhWE>DI>GTeL`V4-_v@O7Wt_Ex3Dt0>#~}#hv2Cf3C;ojM zEX*AKJJSC{B+HYz?xogvJATJ8xzHst6O{ru$zp{+`Wsr5K9o^!_eU%UyWZY+DbH5y z?2T^EHfw#DU1|tb%eOi^s^YA^#fy(Pzz-zmI>gX_%s14npmelFg3xvqGD2sj`-LUv zrT`0=*&FJXG0k*B*R-0oz`Ae2OM#q{P@X3QVw}JYK3^k70^sKeMjTKZ91Xc$S9xxJ zpoxFaU`+NJit0PvBZW&(>w1}noV&DL$du<^vSe&^-OU(j-cA1zp4^B74!GrzFhK%> z=m$CHpCr4sJ^V+`6KyOvd7<)SEP4i_1?&x%@C$+lQAOwg7LzY`F7d^xs}JDf9p4&$ zU@@18}yr3~7 zOiRD|BiAz?u>X=NGX6m~f+A{*N(Nm0DQ4SC-Jza)c*B9k8FT=_Bl>Y^(;4)MJ2;2Q zfR-0V!6;b3OHYapn5W1>X)8xXeJ67zR{y^FrL`zfH$&=azU60#T3)LUDL)V4W}w}N zy24`=54A9X9AcIO8cDNyx3ul`Ai;C2TFqA}>B+(}%>JMBBBhGj75gIN$K-h6mHEAY zD!J9bce8G{_3MAwsh|Kqv2SACHG(F=!|(*SXT!+&r=8U*q{#RJ7p5qhH|nPy3PfB7 zlJJ5fCRjl3_&}z1=X9tAqgZ3WFdGSI#T;hJ=$`pD2;?b`bf)JF_`!Om(fJ!s8X6kB z22tYy*>HW>x0`e93n7f!bC=OnjxB%1RJx6RM@#&vQ+&k9?E*blK{`-j&6*HIyA+vZ z9!>_C4*Fdw%eB>uoccq|*~9vN0^H~zjsv_+fm+Og{{RZtM2xZY$X*BW5lUtQC@ghs zKc;h!%mEhApN+a$o5cf1l;&_}IJtOWNT;90E>Y@f_daa#SEjt-$DdR6S>NOCW0MOh zzx(zOA>;j9tmA=xx10k%^^am$LRr>8LP1$V{ zHYvV}PqLUic<69WS|@gcQbkA&_TM*p1Jcm}sQ0Tq=KMB^`eGRs*{GZK238d8y{IlVo2l8&fJ5X1}Pnr%-KexN5SCr})LI-_<+AyaJQQ+Dtfn-tRqON&7l1Z>j zSA+!m&?4l`7WuMu>Yc9a~<+xtijrCHp+l9>j|SVX%DJa&Cc;`iBU?t(wyia5l|a5G4#A z3cvWJF(m#1fQn&{Ce~0FeTYr!MQU#`A9m_nBm~-f#fbu79R(+M_=Uoo93 z_X-gKAAFfsx^4=FTJVoE5J;VBHZ8=|doE8rAR_ffQ|^~YPYqcnQ#K@xg0b|N zP5p_4ZU&@)ckmOWtsDi@g=oJV04qpo%7~`i%KSw2;Y+GUZ)2f91GMOUVxGoyLYj5L zQ~zZPE65EJIe{N|@Hu&f^PZ(WhEgDMo_zgV50p~PI^8c>9nNdPyV3OqsE-87`(#YE zC@kl61mpih68h?-@Fw{XyGA3x*IuJ(>kie%j?%AzdeZyLfHB9ePPUzWQTD~xcWWEJ z;CZAZNM*7Zv?qIe+(oO;AWNA4GGsMc3!j~xYBCIxAT z+Mi!MKf@50>SO&(plgq`6gZGEtq26sBuoZ(I+*r%7PZX)zgF zk+C?j{<3t1! zQ8`I{0>!rpwf;9&n2A7lxlBc}z{ocp-p%3Mm#Y2`Ls__}t~# z2DsFg`&;K_@&?^K2?@&?qY%(T8Z*5HXuWkbu@*JutzW-RCia#ZLcB6glDEbOvoWU1 z)ld2blnIKdTJ@Wmy}}7L^ESMF#=|7zZA2efKe5{Jj5%8mYj5OR+cByXea^fxKTzSl znR*KOb3BmQ|8`@$ulH%UAb~yGmuL>QXefzO`DFI{WDITW%=F}F%+8^+<@#c&oiv!) z$p6~i=_o7KbNeNL)uowy`UP$%@r8kq?E1zDb4=4NwG$t}(nc|}#>Wx#@!QOP9%HBX z*G?ahw8NJdF)$XLqr(*!W!k%w9nyTf1OX)xkcuo~9(qR{WDR^t8 zT{Sb8;?|ywjcx5@{k!w&ppy7RbOC8LJ`yaGa;ExgSHxfb_QHDYv9IKvj~r_!ZsZ3L zA_{5O%%SB}=~1p?3#|EbQ4qV8D=2nmY_`L%XHv$sZ9cEHlS}N<;P227%{F?*jx|UH z{g1yH)Vi4Q4A~id)oC+3aGcu=CvAXSy>)@x;9_v@PAt5eb~yU z1zSB+-rrCl1F7Dba8RqKSsU>4uB_wwdDQ*{s=Ty+yC3jR+XvJBlnrZgey!_qQO$Z? zGd;B6K*gQNqJt3*W;71RL`1;nI~u4}JdM8w>l1gSN~hORc_y`&qaj~!!}Uhr-}XCT zdasln1}k;)r#z;q1;7F0$WfeJLnx%;pes>`jFWYW{mMdWJ9fJF-pGleGW@^x=A?0& z)fvx;!);xl!2mfB^!-#^V53sDp653u`|4stRD*iXq`@Gk8N%G$@C*#e{g zLD;{`e5T*E6I(<{e8)FOM@>DfG|;cEzIK*$?wj1}9asi_QcW^E?t;9-b|U~HbV-A{ zEV_>|!QAgTztc2QPU-7YFV&rA^_iVc(!Aj{S=)MaZA5wVj}MV9GyP6k#X7G;x;I;c zXP%riztgW4zEW94?MkkNbMgG+(*TI_GF3bAE;H)oFcvfDD#Fz5huG0A3~R|1jr8AU zfGi0vl1@c*kA(ppcd&rfdsrXUtJ5)EA5H}kQ3#!@U*>txKdQ%mN!pGI$+q`*_Wk;< z*{Uw3L|=(P^jsVR5CEftAh2%S7GP~&l8hU%Q>x6rxcecv^NhJ9=*01#ZdiZ%kRxOq z@*2s+%lFZ^JQrXr2>tKNdy#jZ8d2k5&Yj?si3k0tgYZN8sMwQW!hiKrbgo-+ zt(9^Whp7M4ok|Nr=k3+mzw&;stP(%)U-`hvu3O9GrIhc)u)hp=X)e`4`P$ zyZY)ZthES>@KxOsr;cipO&+(jpM?H97DV{{_PuhN7MDLW)lUa>@JsM;!^0n9qdfho zIOsp4*F~?0{_8<-6Coe~h~n;dfdW5?b6nvxJ%8O4-U{t$x1|NGVxDH)lZfDv64jZ#F}&~bb-UeLj%z!463 zcM(|?69CUPfG0)JLGGPoB0Q8x4;AeK)t2Wu9RM#I;+ayoXn-Y+Hg=$oo7+8<|CsHs zSgA){j8(SZ__HwfXokLJ_h8b>qo$&#mcU2!myoDydl8nPz-gw}Wk5^f0{{E3x&Il? z0NPyHwQkuRmbwJx;Qzg#o^QYV)jlVi>%_iO5?yxRc3qTIcKq8PT~pI8`{(uT>H5CU zQM8rekHi<7YsVdLbwpWN+~gCIW+smd`O3FWioDB}yGaiM6DT8bZ}Nllp~v0{VV8x@fbj zqVg>hRXol2IH_fGaU*;vb8<%jCyH?DMtgOv*vwoKD~h0lL6Hk#mHnH~6Ky}#GB+gH z+k@Mj*I!(mk!PwEG1A5z#5Sz(WV!EO7uFK2l0PuO^EKcZA3^12y!Ro8H8%9pNV}+W zKC0|kX4luDkm+lQO|lQ1CPVkR+cjPwM&?l*z!BPHzh+8&gVUl868!yygF!`eJbPqay`AaS;r|87DW{;8>Jw2IS;+mQ4L(|bOKHH{ePhM=~d_1*{+Ah+n_F2=L zmq&#E0LEXq+Vd+FfNw-A5hpI8Yd@)JKAa9Tl7_)|vMO?tijqc7W`oNGuIc%eK;Lo+ zHt*Nc^V4p(2OS!8-UQpJDW=_gteB0z<_)$34j1gN`+lq>QLkLe;*5%V8+IiVk!lH= zIhjez0X4u&eyEh=x0^cN!_2G8?{9}1Oe(hq--PNdQwbb)@jAxCHoi*06^h5o0QnrR zyi)>s_dfSMGh}t9IPi8hCX<(|jkb4XaSw<|%U1Vn^|z>%4xZ3)Z~^LwiN$b2YC=gk zi9VL5s?HK4mnyQ9%v&9$$dym!lZkfd?fS&ihSfPrLS)Szcv-(96Y+_qG#LPQ%(u}k zb)63OFV0tcT6Zqijmb_%e*ugiO)NV$G3G4nli+0tyNB|vu}!uOehvm|TJ@Hjim1*_ zP#z5t1L|@|k+?ip&q3L)PHUFF7PigZ+t>0d0{rr`HfiyWpCb064P+trtETlgbY#(A z)<;TWnlZnS6STRHy4ez0H? zX=NyD8hFMQ-JHQ&a?0}M*Y9frKnNUh5fIiTARLBzUB0pRt@Uy1L!$ zu2%blI=A1t8%*XvhkbwCvc?SciyJt46Z{P)NWsf>N5Os38!cp-X@#sK^c>LwG2oLQ0s>sO3-$&g-}bMX zKX%W=qQ+X-DdqtV>#;MfM#(00)`jZ?7*Ymi+IPzu%RWw(VL9^~i#CGDNxQ8=Kr`Nd zrobT7Y0z+7qYhE9h7%z;&ete`UzM^YSa9*b)i*ATevrcPQsG5NIlr-3RsYMBkl(xQ zwZ#P=%t8+m-&s`C_2w~4rhqDSiuoZupgBS?{-l%FdpNh$aXbo2ZV%d?>@ezit zJ+joO!_?OKhGu97HMjNi*jVlg9dNOMzoeR62M>M@2e%d+k`ct=#v|2?-J1a~w|&up z#QChB$4YZ9r3V#Y&G>=3SJGYYb=G-~80l%|`Vtzn6xf%#llOJ&{^VeKqx{-gBmrm^ zk64+O9a#v5mOJKLcBgc}D8Mn=WBCr64zzK<7AxY#!w0ZZTTI|iisFJZ&=3xy{X5+u zV32n6M=X2m0Jh4o&Jy*n83{7h$)kZK4FX`$%0m2bK5Z}li%UIm<>5IY`u>C(JL2We1*FqGu4fA8qx=69d%!NI2=)uvPt< z*N9>nCqyO>_(fJe;bl^xhknW!X(Zsv&VSrdS|6HwH19bI09E$-4AyZRTT4~1ORYx{ z_cbim_xB;i*y6*z^zRtqPOBiSYIZgR66>r!Vp<^ewbEgo!pG1a8GOTGu$1?r0NVq( z)q+ZhNPq!YoLSilXD0LOvK<`Fw%$H)zm{6cDQGg8g&ne0+&nULz1Te@U8MkYDv#JJ zHoYGqhWqa|+nP&C&bI9z+Y0%c{Ondu$ghrer-+;a?fur8|MuOF6vciF23C9eF6ty3 z%jenkipn=33Q4(o-ID_G!!evm6C{}`!1vCRtLUNZRP)5_OHD`|zq)&h^t@YNM!)O) z9eu#b{H36pRcd01!$uu+t11oif{VEpDH=y3s9vOBY zO7EN)T0TuG?SybLn7~5XU;kgWXS{n|v{&1#^^Wv7qj;C6`t%Uur*=Sd-|aR*keNC| z`oJUgheM!|JB8b#!2fjLTEVhOq~jRi>e3 z;ze|HBWTb#*3Y}Vd4fp6KpTSOMy+u4Rxv(bBX%tC{0^y{?AaG&160C~s0ds_nabmnbf8qM{6{w}CWY zxf)cJC|p-S2fG-7Up%e z220i3tdN_g#v|EP`hU?nBrS_Jyn*CWf-QAUqEMhLWvmFRW#%nCX^tN)ke3sf;Bi&H z;pXq!KK~^dbC*+Y$Iu9KLXBp1nD`&GAe5~9SyO4xNWKbSV%L2;s);$AsSskf6UzRm zvp_ZXUJRFS_5jS#t`82!y)oN$kp^s z?~}V4;lX)aE%y_E{{NnT{q#~YTCap(Qnk3Fh`k&2FT}wihkF6|S^A@N%_gh#M9E?GUIM@Wz_S8H<6+Wno4 zyKf72Gki{mD>%ry6TA9a9}{!o)QS=Lm)QQ^>Z5Os$31sYXF_@@{tI7`46u1ITl9bW z2^l1p|H=*IcMK%pokVuFR>O34#No^-@uew9EVCp|qAL_2R^!|^|2`?)vh`ega zNTKiY{c>^za;;oxQ=P-1G27eZ%>@4ng|Mc^4M4!)_FdzNwIgvl%&NV(s0v#QyuWmO9YWop<8%@&oQef&F!3o5SXn$HQ~f?S6Xdxde7kQMBc{N@stRUfjnKHbp0Rz;SW z@I{E4JjLG`Xgw+d^km%ez2E4u(PP)3Zh+FFHjr8R?`Jp8QGU-&3<#_ie^jO@vD2pJHb`0jQrJ znzC)Kot&Bc+7x!U_9^`7PKNe;gwoo#Vxkh-dnV3U$x_{Yd>&7#MEJ@z{x09(zrz+Q z_8a~l#Nc0R8v_3D?Q5%>DS=v4kb;QjqC5*-ROm+}Oq5SV5?F;{DGcILQm=hD2wpRa z%fA;d`(do0p#Oa(xlG=-q8|Uo?Lquzz0ApXpLid+#aHLbXzy+bVkDu#k)|;Kn>T&Cpzyn*N9i=o3$RSBjM4)ztHa5@@fe8ad2y3yv zyV5I&Sjg|u_iwab7^0dEgdA4?EZJA4s(%Egy1Ao3A_!=qGZD~j>@GS(TU0P!V3T+& z?Fq&*yjeSJ-6zL1bVzq)KO$Ibvn32pNal#Zg95<-8SoJU?I_>q!eSV&IwlM|*O2Q8 zwf7s>7J4jgT{~wHfErf5iopMEy|0^yE=C3>4C}v(xcJeN=7Hi^e+&&>4H!uB46yso zc1iAJcTk1wj7wH(MgEGYmHfdz3xA4m-=Vr zi19w~fJu^_ncApdzi{ida4iYF2)DF@X>dZ_8pO)sLK4zS1Sl}WYI)?OMsPn~ZCa6} zj7!>}0KkSKCQ%>vR70alm#y0a%TaYlM?a&1+l(GeEvkjjBN0yZ-`N9$(OOVDoioM? zG6D`7iLU2?A|BpzhS{YMi(fcE`e?p=SOYH-&?_2@7wVLe;iu}kpR1&VuXL;dCn@-J z?u;Fkp;*eV8@AjXia?6;(+g+lUu_hZ$KAZ8TW_e61p**)jL0oxZC|6Yg=>RP(-GFdc7sRCClzuG|sJXlrehHaog zKBu7Lq5_L~oN<4+bX}0bNIuoQniE&fq1S8QsKSJ#>~DC82Sj5KA^~wRfXa+Ka8{sY zl%+6}Kn45yRcI)O)l!m8K)F1!_DaC8920;lpga*RH;RmnVPB)YLjfB&iwQ=z9H;RL zK}ZGXJN3q71P&`Q0qn}9`y@2%SI@sZ?t4ZrO4Z?ydR)Jnd!bItt=D57Mgqgq*E@jS zOZ?k&EILr&$9|yi2$VkwpA8KeP&y%uJcre?EOLP`7cdbpEM5*l!^3moN19_nu>Ua0 zfZI^E*(<++QmNMFq8rE_m{n}JYEF_>{T>M$1#+2$j*A9l;&C?6G%F;v9%iTh%N7}x z8yz0KP0Angc?Jcj;qgx3Jrh(q1OpM=j|?EqKzHmghaa-(S-~U{BRp895VYq_`CzqV zY@gQkVxh^%v_`5#-v>N*Fc7&v>jv6Ui~0KSeIsL8OGJSe!5pQFKxMPnT37x3 zO)|xHHQ(p=bf%Yv+A9#}j9IW05>P6F0A?!+lK>08m}dMtzlE^$ZB|w21y&3~T=9WzT;iNtg3C0G_nvDpShgwt?OV-OboxyEx!V8al z2ZVm?1RY(JEHOr_^;=tjjasG|lC~a8H*u`LSQQiaUs@SN3dJle(SR=cA*e z$6ZO_FFw@S1i=>hp5|_v-|uOv!hT0g$zF9GM2K*zxI?EzGkY{h6|?(3;CF)~R|3pN zd^>;0`V@>N<~X6#ofHz~tfucB4(cB&HX?D=AytWNBTUe0{OT`YiOAwmmyg{E9QG?W z6BEC2G*m?bZ#TDo`%1qH{H7_VTwfG`0>QIVuAK@rRFPP~?fg7v4xXXI}vONkP5DZ29>mFq&U|ibC3ufiW`ERDJ zai26a?mq|Thc$zaDj=PCFtL>w`tDJ2&cXe7l$(%)_(4UBm5o*Ea9vEu;R}fkDw>vk zx<0PJ?jWBG4b3iL<`5OvFNE8Lp&CsfiuQJT-V9G~=UU#ini@ORTT{UvW`<(t3EdA4 z653;``VuxA4I3~#q)El^6%&-8D;OHeVpPCzBWt4rRyl}~4W1z^w=`^8VZ2kp|1!5_zSxV z1vpZ(sq*^WZ1Hk2GlCC5(Hj+74~cQm#EepNVD^|>uCc&`q$zS^(GA=J;%W|&{I^UO z+_QQ=8N6E%_u}Y!3D4SZ%#Rgv9R$i26AHVF@7P@FI1&(8+(`=%3^f~gLK}ADLL{u^ ze`5{j=bEKi=)S>G$g=R=&RjU>7eS_cfu0m=(f1nE6HW-jxWD=Fa=3B5x5K*?@hjyk z2LagdTyH0Ksi?PYBSMl8!KY5D|`h8>}ZPQB^HYk zJb>*g{fmywjIL%F+=HAtqYL7xx@wrHMcO(Ezb?G&gK!sc$$P1p|JcLn=>Cjmwb$o5cP@jD zJ+#J!0C=EUNG;FaW*aH3dTo=4sEsdX7KXm;7tS$9XP*{NLKoaA#n@ee{CS4rJP`Ifeizk?IuMu| zYU4UtIg-~4T*s{IMv*oa2@O<$WKZ2-&*OJJ3n<%;VvxsQ1V%6PGp`V_wOZN*nc5zH1}XfkMwVDUK9QQ})5+2!_UC*a2?(3zq$%-@@XYpw8%jxF& zmd$*to)L+(<6e=vHOo14LU&c}N)L^OXBCSlL6}~rZdRnvef+ylHC@@bHNgULS<_c^ z;A~tQ(w87rFkjz;J%kk#V%}ZqQ@Yw#?pt(wN`f7smHH>sh|R zq+@nS;cOD=Dd~MTW&BRa>Tcvn`IPmJk^C*U&l^yCu*c8+90a~{L;{25wrIbJ??GCL z^1*V1ss()tRTV@&j948Wc}vXW(KI9|z^`e=Z=~U0jmQHD5v0r|+f*Mcl9G7*TABALtJqaNY=Ql3re7LhJD08p@km$?$sX5X1 z6i3S}USSnfssQ&WXdiKX3vv~vyEJU0QGQrCugiYrORuIW=G@*5*Yls#Cwi%Zi;IgJ zpT(XF*Pm)96T3HS&yM#Gxcx=D{%v;$RVUBSEJ$;E{(m0Nw*AR!#d7@b&NhR;T-QDO zJx^Y)k3395EmEX`$?YdYWRSKZ-5Am(vqOrr3>uYV+6M7kqSd;%@~j0)dn)55LX+2D zmqo2hG!ekZ26qSTSwBt_8U9^lgdu|SDzD85DRO#+W?(ENl5rm*$##p~G2Sn5AB{UY z-I(K-c%u^tv`ffZqkhG2UmNS4-&T~WO<3M_+0h~!YRr8ZSf1JXvm|CkK$HPd`!$sH z5|QPDyaBOLvSUkS=mIEA3YM|886Qo;p(|@22{RyCi9U3J!mDFI>eke- z@}>Mq29ug$c3DQ#UY$bBIQou**#;XrVAk;JkbL^O1{{P;YIljZXf+KUclQ-avkBgF zYW#Vj8va>E)lPQK?Lu7(7;Sxl20W28HRT&p(dR9` z)%(=L{~$iv9ha+Ky68kuJdO$wY#u}f^97c#MrVmbX0lw9B$P#bO5VNZIDwwoG+``O%Y(fD=6BhK~ z5%Aaouyr!B&M>TX{%MB<2GCCPq>s%pU=`0G`mat2neg9@r|m5^zTQ0iAQ!fSQ}A;1 z!&27|VU+rhH0ED-k3P7HC7{!t21@z?j2q1<#zNJm#KUELuiwDeqH% z`a&LXu%+?-zMI>YCQhAUD&8Y*^fI0jqI_AGn2qcOCwdEay7CZtpowEOt$FGjYw-is zc0Pw%fDqt!$oV%*E=>Ov^1b4Kh?8~S@hgAqd3Q_u)$I)ndK4k#x1g9BFM^q6O;!r4 z{UN!v_xQRrEdR;H(48L=`cC*n{qk`ODHXnD;1b9#8NiMhbn^gD-uU#b0yBApDWfo1 z_pov{>G)N>Y1)JNVq7Ih&FH!45+Cmj~3fq?bFg;#3GiLrmV0FE!o;3dQn zc}C3Ou;>srQEIGo@6S#tUw02>TlB?70?SD`aE(-TeW%GGBxxxX(K~V4o}$F{#4_pE zhx~S$Xuv8KC*nBXhS@X(z(IDxlTTvZ97wD4IR!>H+K+;iL{y9uignp&Uf zZ`ZWncD|MDEA=I00a<&RnTeQ$0aQ~ZW~4ayz9|0jhNiQLWc4^%siH7#d}5U< zH@B0>b8hiBJ}|Zir-0~drWf1-AKJ3J5HeQp^Mz`WK)7||RDV!%$EJeptycm@e~?_Z zAOHhB54((4xi!!Ig2fj810a_Hc8W0@q$uE$C?V7p>&8=G`NL8w;m@TGY-YHy(Lw~k ze45rvMN$-i9U*o3eF{OX6#kc;D561yT5qODeFdH0pwgdj3V3Kon}&I+uoF8Y_*`?p zD*y3B1EsT#@MhY+t3=QiP~GSWeyzW&VSOxS#)pYxE67+Hn@9A4PcgI_y@Jr0&kvCt_6Kkx)ow~vKfi4u}m|CRr$> z*c6MK*diV=D)S(y8W&g-MTcM&L7R+y9Qi)xCbs^%<*ix0GT^UvN^-GFh&78B<}?a{ zUe(=SjsD!GI)1^^=TD`etJJwz&PNAIE<1X{^q3Bgbsq*>v4E%^>4GdN_wPlpWQJw$ zm!wg^zV+P8>rzED8Sv);mIonL1p!xx9N2sOSAx33C0_(O$G6eIuHIEiP&dPAoNqfO zEWu-@m?h>*A^eYHVFsosfzj!2GTNk{!u(I$u@O?QaqrDZAxEu@FQQKowOIe zLE`$^bhSlAYBKv>K-iCNEMQL*y__(VG3r#&IX?l4%ED8wyTDk1lJfgRJtZ*#Y@MNJ zi4&N_Zh1*Rx#S^{pNa%5md^|D*#PVuF(SM~Km5u`B5e;<3W`PZDkbYgWNrGf zchsB8hK*4Ez)WnASmlzh=qIR+?PT?`+LLKgzzDN`r0#2a!K0&Jd!hN zveV{{EJW>~DNS@F?Gh7>JOomIhfD*QOW?4QV~YlKCV>g`wlQ~qu* z&D6~bLAxADeh(p)MWWOci#c#udyu@}W$+DQkW-n(vhas7vxjt$RkTx6RB3aB#*mU+ zIU6cOFYoT# z_~NMa)+V1t8pAXnG>)jv+J{W&N93z26T@-m?$IL36l!i3-{Cgn4&~3RSZ`tc2Bqeg z*NlypYu2Kl5;YT}C5HsPL4`QZBh01oV6O0=H4`-XEj0Ni85+v2Jabw8#=PBi%sfjHAhMjI z{c+Bp`81ESW{#M~u3C@q0 z9>9*SxK*khCYW z0V?A$sFm)MUoSLiz(jBNObd6Td~&mFXB{^A)n$&ajL0BpKi@*P&7=r5NyReRtFgQP zR8AHL^Ziz05d(T+0Gnc{aV(vBgLO;}`0Uf9l{0P8kmch=gP}9|63awL+SuUZz!mTB zOg(7oB^HfhNG@m4Ala5bXR)v{(iB`wV_i5cV=O(!$1nFLsb;fl@;z72_!(X5I(T-! zKEBy+<;vzG2RWn#vd6RJMk9btj=G`SXd@ta7y&>AhA_IZ`PZwwOsKbuMYI#NiO!sm z1r07sFwWAU47GOfNRt5HAWJC0WBlhj*DyR@Cj;Y**C8VsF%AA4eNix_uf69l1V^2O(`Zct54~wO^!Pv3#R3nXM&-}1qN{H z3#5gA>7N%3?v`UAte`ccrmf3BVf}@PX;T1{+2T&`VcDq7=#lZJu)v?7+<712vb0Hk zoigRF>89PeK>*Ipo8=tm$`fP)Rn!C(!DvjWVm*(-a zL&+0r5s0Sr`aJz@;3kg?-IQCV*b-o67WCYaDJD(VUTDx|mnus^u#5z;hWlNTG4{B< zf&L#azYVkg@Zr3jo`#+@szsRT+`F$XBz-w5^ssXi`W|5}B*0+0EgOeuT9lkA{H=l# zeo;*-vdx*wSZa{A0IPt`55i&zEd(&0Xm%bN(Ea76ig6(ZkjP0}?qv0KvMIu3ERD&z zAW9n!D3ExcmWe_pYO9iFQe_RqoIaWa`DF-8h!C@!!~u;=s?=xe)}4C1fuaiVV4h1j zRl5SOepW@L$EsLsc@5>yl$TVLq>w?BL%=$wFeF->v9Tz7itUXtnayxDF(90NbB9n1 z6Wb|j9nmb&DifcMtje`e3+D2%7T%zz5*_T^79H@8qfMNrMGOq59OFj?7S2&CziuKR zWix4idvldVikpP`l4}tq#n$~S{a4ILo}eI9!G}^Jk5bq-`~tXP#tCI~M8cX_<)2=* z+pgI5BKcHS+}n@E70%u8ONe&6GG@u&IxIvNG=3lERWzY zQ1WN`x=B)|8ebmkk?(Z_8hKTXHD zL9u@@HcdEw$gqZd!#Vg(gUE1&w6clBt{okp9zkZTNvKCYOU0v##b{Ml**kDqm3eIp zqo6{u#j~(__r{Y*JCb=7&-Duxj{H{L7`sbe{C%)~YTAE+Bxm9b%ggg=5PboeCsZgYZrwq1nU?Q`<& zd}Z5xQNpc|{7wNzGgFsus->206S;OUwKNRL69;8@8(x7T=QfRNidury;4`d@71qrI z!sSAt_3WO{_WWd9@$p#WnScr_5PJdXT#6TjnJF$M9IF4#JK=R0KiI`3WQn`~N9s5| z zM*;3o`BAlRY$Sk#-DAR8c(!r`k33`TEqtm z&PFKm%c^ zj#=re;AS&oLQR3ldONMXt^P&^K{C!de6N^uU$KQ!UZf{J7rURENU7_Gq!j&se6Od}BMjhis{8HzpVK*y-Ok4_dn}t#ue%l(Dm*Z$^*=*ryWJiL|LOL4-=`S=8xY zCqp3z7zoy=Lh)}+f=1K|!NkmC6` zsR>?^aNVab;iVW(>9?3#KP2es6#c`px3$bb)9QZ;NcE z^&f5>9pSr~{8_oiKxEL>JVEA{`6w$a;)#YgVoo0ehPzj_3y0(D_NDL7Sei%iKh_TQ za3v4h>vg$-YoXFQApfOA9R>c)y2JyGnRdm_M0)D4ir5SSe$iS*INY}D^du0msI2Bu zzc4?&{`g%Us0H_9+%<)f#9HOX!TYpH8ZkD+IS;t`6z9U_lR)fXc%BaOT$(2L$F!ct z=$|-G&2Wa|uPahsfefVJWPD)Wy$uya$6G?B_hXt;2%zORyfPNFp(cW0nJ3Bc7F(Ie8E99_>UeiQ_g`fLaxykH=m&tfJ<`GsIVgs zLl7qBB(y{j*X(FP%Vy^;SK8v7wZJEBXNaefSV>+Je8!!p&|LxQ^ocV6|iCj@pOR?KX)DXnl3QHa6b0&w6g30yE(3>a3Z!8`~a+3T)A z-jVPxO!eua=y!{9W?fkwha1}oQ<3ZzlHnG>q zTTuAznR1lET2WNASl@NHl^3{ND#uMGcn`!kys5fno_V`0a1m`Q+=1l-SL+o_f>kDP zSwjAZ^DDyN6x5MR7ah1N5V*<}L_4(F?T!_?1y6Ozy(swJeL#y?lk<$l=A;Tay>+ks z5}J@n#j}eNU9f#G*0*LNC@vc#RBZfvv7<#f#c|fTnw{kP7T4{?91S5&ZIiuds290o zDJAcp;M!5FZ_}*W=qO$9lBOnD8XU2)NkPA~;RTFUZC%{zj>l7q;rNuhu3TwXBre9b zFvT}CbgV{%rRuWLh;np`7HE)ImlcN8=#K9R0uWyJAI1LS2a9Uty7HN-GiHVcnN1bC zWeEAn!GUr##(;YMHL5OEm{q+yn&RWh26Oq14a`ke5AITvV`F}CbIs2SZi)TV5nLSB za+#({=U$swmkK=ZbAuo2lpiDBH0$o$3{~enDeuH(D4y_OsQAkG^1eYu9-W-ME-LOV zzCJs7WZ?GSKRYR^R8}i4Tm)5K1a&u$uv}!x7=^R9hu}ov%wv8sOBgmIs|s8MwS`Pe zyvbnsz;*o!Cc!EZxGb63xs-FZk!Xlawtr0#y6B<2Cb=*%? z+2{+%bp2#Ng(7oOd4qRWR3FZ~@0GhsKZCsY-N|&l^ z^hG3i)xcG^zpx6qD@T$xzm{5q`e>)irOFz8>s{C;$}+`-pC<}k<+x8)vY0dg*IT3U z#PG$Wc68RJGG>f;A>!R+DT6{~DTwnLU;3=wmyelIIlyJPHJu6dT$}aJrJT+^Ph(?a zkZ5eYwb`JHE;TEwac6~#!*MxRdgGWD*OhiQY=Tc)+3g%CJd)eD9Yb+c!`-yKj~cy$ z8cjNC_rW=GK#4k7iSoZj9ghEDKi!LmrH-GX`*$IiSe~J~d0k8WefnUh%jJse`1qTP z9_yYzKK?dKe;8Y$@8q<*HhSdyk`n*)>5uQfoYc@h{i1#~dW8AN`-w z2RmIZRkHNWm%Zr0@ew#TGY_X`$YibbNl5~F|LN1ebl$qiWS+yJk;)No9Y0)VXzRc0 z@FUO0qd=|BH1v_OrOW_yDh5%9tD=I3r`bSUNC4d35)sh{0OE#GBupGD{r~^~07*qo IM6N<$f;H6Mn*aa+ literal 0 HcmV?d00001 diff --git a/docs/ecosystem/databerry.md b/docs/ecosystem/databerry.md new file mode 100644 index 00000000..6e6e8a72 --- /dev/null +++ b/docs/ecosystem/databerry.md @@ -0,0 +1,25 @@ +# Databerry + +This page covers how to use the [Databerry](https://databerry.ai) within LangChain. + +## What is Databerry? + +Databerry is an [open source](https://github.com/gmpetrov/databerry) document retrievial platform that helps to connect your personal data with Large Language Models. + +![Databerry](../_static/DataberryDashboard.png) + +## Quick start + +Retrieving documents stored in Databerry from LangChain is very easy! + +```python +from langchain.retrievers import DataberryRetriever + +retriever = DataberryRetriever( + datastore_url="https://api.databerry.ai/query/clg1xg2h80000l708dymr0fxc", + # api_key="DATABERRY_API_KEY", # optional if datastore is public + # top_k=10 # optional +) + +docs = retriever.get_relevant_documents("What's Databerry?") +``` diff --git a/docs/modules/indexes/retrievers/examples/databerry.ipynb b/docs/modules/indexes/retrievers/examples/databerry.ipynb new file mode 100644 index 00000000..81c2af11 --- /dev/null +++ b/docs/modules/indexes/retrievers/examples/databerry.ipynb @@ -0,0 +1,95 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "id": "9fc6205b", + "metadata": {}, + "source": [ + "# Databerry\n", + "\n", + "This notebook shows how to use [Databerry's](https://www.databerry.ai/) retriever.\n", + "\n", + "First, you will need to sign up for Databerry, create a datastore, add some data and get your datastore api endpoint url" + ] + }, + { + "cell_type": "markdown", + "id": "944e172b", + "metadata": {}, + "source": [ + "## Query\n", + "\n", + "Now that our index is set up, we can set up a retriever and start querying it." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "d0e6f506", + "metadata": {}, + "outputs": [], + "source": [ + "from langchain.retrievers import DataberryRetriever" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f381f642", + "metadata": {}, + "outputs": [], + "source": [ + "retriever = DataberryRetriever(\n", + " datastore_url=\"https://clg1xg2h80000l708dymr0fxc.databerry.ai/query\",\n", + " # api_key=\"DATABERRY_API_KEY\", # optional if datastore is public\n", + " # top_k=10 # optional\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "20ae1a74", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[Document(page_content='✨ Made with DaftpageOpen main menuPricingTemplatesLoginSearchHelpGetting StartedFeaturesAffiliate ProgramGetting StartedDaftpage is a new type of website builder that works like a doc.It makes website building easy, fun and offers tons of powerful features for free. Just type / in your page to get started!DaftpageCopyright © 2022 Daftpage, Inc.All rights reserved.ProductPricingTemplatesHelp & SupportHelp CenterGetting startedBlogCompanyAboutRoadmapTwitterAffiliate Program👾 Discord', metadata={'source': 'https:/daftpage.com/help/getting-started', 'score': 0.8697265}),\n", + " Document(page_content=\"✨ Made with DaftpageOpen main menuPricingTemplatesLoginSearchHelpGetting StartedFeaturesAffiliate ProgramHelp CenterWelcome to Daftpage’s help center—the one-stop shop for learning everything about building websites with Daftpage.Daftpage is the simplest way to create websites for all purposes in seconds. Without knowing how to code, and for free!Get StartedDaftpage is a new type of website builder that works like a doc.It makes website building easy, fun and offers tons of powerful features for free. Just type / in your page to get started!Start here✨ Create your first site🧱 Add blocks🚀 PublishGuides🔖 Add a custom domainFeatures🔥 Drops🎨 Drawings👻 Ghost mode💀 Skeleton modeCant find the answer you're looking for?mail us at support@daftpage.comJoin the awesome Daftpage community on: 👾 DiscordDaftpageCopyright © 2022 Daftpage, Inc.All rights reserved.ProductPricingTemplatesHelp & SupportHelp CenterGetting startedBlogCompanyAboutRoadmapTwitterAffiliate Program👾 Discord\", metadata={'source': 'https:/daftpage.com/help', 'score': 0.86570895}),\n", + " Document(page_content=\" is the simplest way to create websites for all purposes in seconds. Without knowing how to code, and for free!Get StartedDaftpage is a new type of website builder that works like a doc.It makes website building easy, fun and offers tons of powerful features for free. Just type / in your page to get started!Start here✨ Create your first site🧱 Add blocks🚀 PublishGuides🔖 Add a custom domainFeatures🔥 Drops🎨 Drawings👻 Ghost mode💀 Skeleton modeCant find the answer you're looking for?mail us at support@daftpage.comJoin the awesome Daftpage community on: 👾 DiscordDaftpageCopyright © 2022 Daftpage, Inc.All rights reserved.ProductPricingTemplatesHelp & SupportHelp CenterGetting startedBlogCompanyAboutRoadmapTwitterAffiliate Program👾 Discord\", metadata={'source': 'https:/daftpage.com/help', 'score': 0.8645384})]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "retriever.get_relevant_documents(\"What is Daftpage?\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.1" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/langchain/retrievers/__init__.py b/langchain/retrievers/__init__.py index 33ea97aa..cb1ed4ce 100644 --- a/langchain/retrievers/__init__.py +++ b/langchain/retrievers/__init__.py @@ -1,4 +1,5 @@ from langchain.retrievers.chatgpt_plugin_retriever import ChatGPTPluginRetriever +from langchain.retrievers.databerry import DataberryRetriever from langchain.retrievers.elastic_search_bm25 import ElasticSearchBM25Retriever from langchain.retrievers.metal import MetalRetriever from langchain.retrievers.pinecone_hybrid_search import PineconeHybridSearchRetriever @@ -14,4 +15,5 @@ __all__ = [ "ElasticSearchBM25Retriever", "TFIDFRetriever", "WeaviateHybridSearchRetriever", + "DataberryRetriever", ] diff --git a/langchain/retrievers/databerry.py b/langchain/retrievers/databerry.py new file mode 100644 index 00000000..71da972d --- /dev/null +++ b/langchain/retrievers/databerry.py @@ -0,0 +1,74 @@ +from typing import List, Optional + +import aiohttp +import requests + +from langchain.schema import BaseRetriever, Document + + +class DataberryRetriever(BaseRetriever): + datastore_url: str + top_k: Optional[int] + api_key: Optional[str] + + def __init__( + self, + datastore_url: str, + top_k: Optional[int] = None, + api_key: Optional[str] = None, + ): + self.datastore_url = datastore_url + self.api_key = api_key + self.top_k = top_k + + def get_relevant_documents(self, query: str) -> List[Document]: + response = requests.post( + self.datastore_url, + json={ + "query": query, + **({"topK": self.top_k} if self.top_k is not None else {}), + }, + headers={ + "Content-Type": "application/json", + **( + {"Authorization": f"Bearer {self.api_key}"} + if self.api_key is not None + else {} + ), + }, + ) + data = response.json() + return [ + Document( + page_content=r["text"], + metadata={"source": r["source"], "score": r["score"]}, + ) + for r in data["results"] + ] + + async def aget_relevant_documents(self, query: str) -> List[Document]: + async with aiohttp.ClientSession() as session: + async with session.request( + "POST", + self.datastore_url, + json={ + "query": query, + **({"topK": self.top_k} if self.top_k is not None else {}), + }, + headers={ + "Content-Type": "application/json", + **( + {"Authorization": f"Bearer {self.api_key}"} + if self.api_key is not None + else {} + ), + }, + ) as response: + data = await response.json() + return [ + Document( + page_content=r["text"], + metadata={"source": r["source"], "score": r["score"]}, + ) + for r in data["results"] + ] diff --git a/langchain/retrievers/remote_retriever.py b/langchain/retrievers/remote_retriever.py index 958e6d74..53b2e7dd 100644 --- a/langchain/retrievers/remote_retriever.py +++ b/langchain/retrievers/remote_retriever.py @@ -12,13 +12,20 @@ class RemoteLangChainRetriever(BaseRetriever, BaseModel): headers: Optional[dict] = None input_key: str = "message" response_key: str = "response" + page_content_key: str = "page_content" + metadata_key: str = "metadata" def get_relevant_documents(self, query: str) -> List[Document]: response = requests.post( self.url, json={self.input_key: query}, headers=self.headers ) result = response.json() - return [Document(**r) for r in result[self.response_key]] + return [ + Document( + page_content=r[self.page_content_key], metadata=r[self.metadata_key] + ) + for r in result[self.response_key] + ] async def aget_relevant_documents(self, query: str) -> List[Document]: async with aiohttp.ClientSession() as session: @@ -26,4 +33,9 @@ class RemoteLangChainRetriever(BaseRetriever, BaseModel): "POST", self.url, headers=self.headers, json={self.input_key: query} ) as response: result = await response.json() - return [Document(**r) for r in result[self.response_key]] + return [ + Document( + page_content=r[self.page_content_key], metadata=r[self.metadata_key] + ) + for r in result[self.response_key] + ]