From 1f59b9baa9bc49128ce4da218c748d10c5ec313e Mon Sep 17 00:00:00 2001 From: TKS <32640296+bigsk1@users.noreply.github.com> Date: Mon, 5 Aug 2024 01:59:30 -0700 Subject: [PATCH] add ollama tools post --- _posts/2024-08-04-Ollama-Tools.md | 84 ++++++++++++++++++++++++ assets/images/headers/ollama-tools.webp | Bin 0 -> 62676 bytes 2 files changed, 84 insertions(+) create mode 100644 _posts/2024-08-04-Ollama-Tools.md create mode 100644 assets/images/headers/ollama-tools.webp diff --git a/_posts/2024-08-04-Ollama-Tools.md b/_posts/2024-08-04-Ollama-Tools.md new file mode 100644 index 0000000..1ba9ce9 --- /dev/null +++ b/_posts/2024-08-04-Ollama-Tools.md @@ -0,0 +1,84 @@ +--- +layout: post +title: Ollama Tools +date: 2024-08-04 05:00:00 -500 +categories: [ai] +tags: [python,llm,ai,ollama] +image: + path: /assets/images/headers/ollama-tools.webp + alt: Ollama Tools +--- + +# Ollama Tools Ai + +Ollama tools is a side project I am working on to allow ollama models to use tools. What is a tool? A function that allows the AI to do something it navitily can't like create a folder and file on your locally machine. You can ask the AI to preform a certain task and based on the function you have created enable the AI to preform a task using tools. Some of the newer models like llama3.1 and llama3-groq-tool-use work well preforming these tasks. + +The goal is to create a large tools class that the Ai is aware of and can use one or more as needed based on a chat session. I have also added a vector databse with similarity score so the AI can referance previous tasks and conversations. Some of the next steps are to add new tools, add a way to drop any document into the folder and prompt the AI a certain way and it can use a tools to create RAG knowledge set and understand your data better. + + + +![Ollama AI Logo](https://imagedelivery.net/WfhVb8dSNAAvdXUdMfBuPQ/ef22576a-7bfe-4a35-9549-df3946ce6c00/public) + +## Overview + +Ollama Tools AI is a work-in-progress project focused on implementing advanced AI functionalities, including function calling and tool usage. This project aims to provide a robust and flexible framework for AI-driven tasks and interactions. + +## Features + +- **Function Calling**: Seamlessly integrate and call various functions to perform tasks. +- **Tool Usage**: Utilize different tools for enhanced AI capabilities. +- **Web Search**: Use searXNG or Tavily for web searches +- **Create**: The AI will create folders and files, read files, list files, delete files, web search and more.. +- **DB Similarity**: Every chat and tool use is saved in DB for future context aware AI responses. + + +```env +# API Keys +TAVILY_API_KEY=tvly- + +# Models +OLLAMA_MODEL=llama3-groq-tool-use +EMBED_MODEL=nomic-embed-text + +# Search Configuration +SEARCH_PROVIDER=SEARXNG +SEARCH_RESULTS_LIMIT=5 + +# URLs +OLLAMA_URL=http://127.0.0.1:11434 +SEARXNG_URL=http://192.168.70.48:4000 + +# Database Configuration +DB_DIR=./chromadb # database location realitive to current directory +N_CONTEXTS=3 # Number of contexts to retrieve from DB - you can adjust this for testing +SIMILARITY_THRESHOLD=0.7 # Adjust this value to control context relevance (lower is more strict) + +# Debug print statements in terminal False or True +DEBUG_MODE=False + +``` +Install dependencies + +`pip install -r requirements.txt` + + +## Usage + +```bash +python ol.py +``` + + +## screenshots + +![name](https://github.com/bigsk1/ollama-tools/raw/main/images/tav2.png) + +--- +Search results + +![terminal](https://github.com/bigsk1/ollama-tools/raw/main/images/tav.png) + + +## Github Repo + +[ollama-tools-github](https://github.com/bigsk1/ollama-tools) \ No newline at end of file diff --git a/assets/images/headers/ollama-tools.webp b/assets/images/headers/ollama-tools.webp new file mode 100644 index 0000000000000000000000000000000000000000..38e75208da9ffdd28b51a8528127062390ea2bb2 GIT binary patch literal 62676 zcmV(nK=Qv*Nk&G@^Z)=?MM6+kP&gpK^Z)?xpaPu%D!c-c0X}Ukl13yVs-`V?yWvm` ziDYh)(_I|R+nbgcb%$1{TQAlelkeZ$e~$Eq^|Mvf> z_k91Q`=N`%nMt{kOOW|DSDt;2;0^tpCk_ZuM8=x8?u8_}}>t(7%QL@%~@_2lzkSUymR8 zyl8sA^S|}K+xnUOo9;*IKfC{+|F`}J=BM*N@IS==fS7c|I+_a>X+G1`2XmC%>L8; zfd5MV(fL@c)_rWBa4@>;1?75A?t9KXpCF z{XhS={V)4pkpJgj+kfi+ivLghUH||8uin@H|N6fNzjXiqf86+S{kQ-B|6LT}s|V@U zBADmntH&1J8>05B{djeNK)qw#j)52u(vfC4S=X3ov5DPeqTW?imcD6K(24^zG1FCM zF?p!q6LjyDz2Ex?2|kBf_7dfi7&{ZzpdG(c`R>s*!JB|FPpgoL`xv?>S#QWaBDqNR}vSUg1Bb&?Y)C8M(h2V zPM-jG&mg_Z|EcTI!2L}RjZ9KVIXRxq!;p!w2XEb(;5Jg>VY5mxr|A77xOvlOmj-+7 z6**IKhD;kuKggg{SI$O%GXOE$FI(Z9L>MfK>WohrnjV`N=Ib$!IdRs`N23Ge>#P-T~0X!foFRaw{J2si>N18LW_ zqv+Bz#MrQN8jQv#~D|#@Y|D`&jERqp($mepjAwT$Z zyv8_k%JR6*z9DI$Y0rc3|6@vYZfsS;C{m77oc0%*T;r9Rg)CPj528k06!Pij`O6%-Sk|h^wkzD^L?y%X$KJ~Ht&RClKwU_BXH}SdJzLpW*roK<&TX9vJallUES|-!7=H zQUCs}`+7Yv&p!190)chi3Xk&e=-f4@FGEwIR&g-^+sZyG;GiQ88`)tw5I<6}NR2|; zjZ#TBT~LXu9YPT9K~nukGd7_?G$|JxFvJ0yhs4d+gM%8rG!Ys#a);#8tkfZYo*Ejs^lc!e`3iZot1N^Ue+g~$~135ZE)hiECmhY#b#(jmi8@KiL%^Wg4J zXeu;67dk7!8PTs|+dKdmr6=VWCWiK6x8wo!>HwrWJ8ZYvaWCA(Y96Mf#4(-U^9*Ug z>x+q_(vIyn>k<}WpFYx%DnYm8*OQ}k4NZ^OF0sGir_~PQe4^Q-SgQ|B)S1ai?cU64 zkxRHNeYZ3yzDabkL%@CmPz>Yh3LZpx-lr>AZk3N-nfLZ%!Fw1LzMaB9QzHppkkBwDB1=XN7+n>C$wKA2z9TsNq3x1bv7?Ixoc02%FO zwE9W`JIfP)FS?Ms2=IBt+m5Ys40Ez-TV!iG?!6wZD-liIPW4B+U%zHe+u60ua|7doaJIFe9ud&E)d8z4n}AkAE+w6R0%Au6&n29s&+vpwFTwoO!rwPe?fiMZzGj5 zKoBH#u`jHMar>HIGLxIy;_T>vRAM&^FmiS24Mk74`DMF>y*@)6lcQKl1`sJ^ii1fv$~DY|C}c@ zADQWdJrLE5@Oj$J?it`OZOwAbseSel%)*}s=hBP5WmU>;WS0_hgZc%ouRazw6;;$ER9-g8NL;_Zd0$|iJFllMFKUZ zs2LeolHLp57%eRP;fzvSCG(hUFEyku95OA2?&mK7=6ED#p2ki_$aTmP9&P!Q!86aB z@_z>nwp1sURZUmx<%m*mloGRz%|%hd7Dvcxi`dZj>GBYci{0x+YZEL#F(_co;Bwct z^AikK`=8jWfPK3n@x|vwP69Af6~gG=g*u*Y5vxg90qfqxAy)AM{Y!Qjl=bD6&^^H8 zBLzKPPN{3ZA)IN1PKN%_*Z-yY$?^Sv-B&KLODjqSWz~%+Rh=hhgHCeW&6#XQuHGYk z?yuAVK{bIBZ^+rLgQa~(n?C&sC0cC5CjlSHbU?RgtjE|`zYfbAaHUQJIbZH!0e$O< zb2Lo=bquhahgoIr#vZ)nW#t4${ZYSPeK`sr8bR6I)g#VTX`Uti{p2Yde%nOxXfmjk zV8$C>Rk{ax<&F4Yww8@yB^A2vIkAQQJxHNTKw(egj1Z7~;|uflgI0sPchDS$f>!gc zpm1)^+SHg^XF4>|Pp{j}not#YEbt4z$5|?WfG7^HKQ}!7H1L+qa|9W`>cMMYTjLLF z!!csV%X^e{HaZ2q)g*h$mvMY*<^_aAnuB%DjIdlECO;OV0{;Fs_F*M%X$~R0Kn>Ay4S>h|jF?NUmIWJmC+svCxE}SMFJwI%^u0!;Hm{3Jnzm_jv!MO!Yxs(!}rYdW2M1Lg1mGhQQ zO`-Mx*Vm7HHU2n}#DtaqW1T{$Dw7tl%oITJutXAn^oS#vcfliOyHuQpyw0b>8VMBX zYOV%Gj@`ssG4`IJ>9Lc&#q9RW!WD^CNG0&3CwS?DDp*7K%eH$IdoM$XP5yKMNYGL` ztVuhC>*BvW7MsBr8WQn?g{)0Nog5_B$|!xBiPoVfSM1(^-d8XmD?GaW<5VUNRyY?SJo3`qQHixT(q5t3Du*}_*LB`$LhZtzyLl}sxw-IS!;kxrg*#(JV|XJ@4_IKi1K z5~7XSfN8dAhYp?AlyOeI1--m~7Pek?@^aAV^fE+cjOG+U`FRm2WKSG4c+Qh7h+18J76qug!ijPg80 zN!8cjG#C#*5)q0aWUSBiB>}UNTef7c*^Ek*B z;;10{vgU^dT$2WJRYHBFnxvyr$a0ivDBF_O;fl0cM>~(rP~)BWPdd8R<8x>e`ni@EZ#C~rwO4K!VBkbU zT|f{hz>3d+`E{G~jz$#GmkdCqKs)59JgJtBFXXxtGU_K8u~D)`s#=Y^bnVU1$cRt@ zd3%l5%f5u2aXr9;BV`Ud1#;8b{rJQ*Je;QCXH#tMGy59T541LGdB-ON44>vvR>b8& zDu8c=85pT3K+O)#Cc6X+x8q*gz#k$M`Yf+`J!E+<3jOytGPx8kcNwci64Rq=w6Vj^ z@GOVJnGNI;tNqF{hpObRdbNZ@R}hkn_PC`#2QaP(A==g@0wt7;l!4zuEKeY6-6_Kv z`doUE4Gkc7BIXF~SG~#spDq!Y-5!l)w9GIB9U8qb=oFi$^xc$rI!wQi+qD@*Y|ETu{~~$>8Wv*M zy4GlU2BvZbb3Mo9=O0Z3{zQ>f(|M1u;9!orsGwd8F+O{hb8@5nVjyqy6t)H!`oVpT zV#9;WP*2VFM+Ijq%9VeY>%>5 z-)@f`ml5x4as)o5#pznylNsuV_-eJGbDes91JSL3=DU_b3XCpmBwC?jdB}EsdIS=j z_SVSf2pWw}<(X`|CBs4$&kR8jvC{!24S1Y|4Fyuh=HSHN*=y;cKq677io}sOn|c6I zlsIG52xpHM5_cGbDE*|JkQ!h@nc{s}9%6Rz> zGeg*5JE9?rd=u}}tSI&i_y1nLbE%fz8Z_7rpZ0$eq1(ex-}6y_zZ=`Xql=7Ww6O@e zEdaJGKLiu^K(YlSGV5ofZ^7EU8ZocNRE=GlhML*13MB7=s=>4sE6*EGT!>-qmZHis zq9iNUBCGVLX$>*&k!CRZ4V^j7rwn|{fqQOA;)~}Z) zQztNIPfIs(c$9PW_(b@67^Bxs+O!k~b+2zOeHw(hCkoWNP0nHPd3?kPi~uOWS=PiG z9U&i@4zr7%X=k;*o$3;4c_W3thMVTN(O}Yr7beqRBeEn?n!BkX%|}RR-ak`5abkNb z^&pzoS~iSHG~lgI=B zxr!eyRJta^)-bWsvoTY<^@ zHTRtB))pK)ykmri(P|9Y1+d8RcM5=0lMyg#2&6b<04$4-19!C&K}I3B%PO@hf@I#q z%ff~dCvk)g20VrsW}x0vn2sD;>`ltYv}GqFntyr;_|Si#GKIs_x>4H@YKpfmRA@bq zmz(|aU9+*g7fbepu%4G$P`Tc91)3NXF*|2_;NVa@W)hu6h*#yzvGYlLJI+O4)jbtD zupHG`AEwC&=Vh}=Sd=-~)C%Pn@Bz^B{zGM#?3F9_(lP#ZbYo?)Ra^)-gJb^g^d8s~ z(s6ACqr*9qyJ!zjLgV>=JL`w6cnNj6>)O}hr-ItgT)(Ft<}>S(bdqeD{hMp8o1F z`@o|bfZ$6X%2ZEV%W|F6{s;N3eEW;@Zt8N1fOwWiK1+(mFk;bg<>C`;gV@D>eF> zPgAsHK*9;Ms9Ivnsk#o74tRbv37z$15f?~Gz+u(EpfkBaG?YN4*&Gufd}$(R2i8-C z=(u~y`NdbJZAKciA+=L@a>;YZsIk$w{0D92zhvh5`A{}|+s7HWb^N`|NUFx7EMsIv z$gIz{sU;zI5C`0xc`7B)pzJu&YhGF=B1DK8y1QHNQE=8q;+b(xn>TXy#q(C}l_ zR(7BX00?9Mv;=OVf8Rr#;5q9G4wh@+FMt*19CpK$yu1_Ir#M6Xj z|9YRrLedk^OZQLwclL6Uo-;^GnQ|Ki+iu&K-rP@A2? zrG*4J=yl@z9uHRR znU!Ax{U}C(F@M_=-|a<81ugc19Tu>}B@NUw&r$KF^AIl##q-f?;xGB>FgV83JC!k8ky1UXBqe!>ZI^m15+;R3jP$CoaN z)cV&iuCf$eliOMgA?;LNhSW> z7o7L5nbK=AmVoc3ru!+)Guh$)`l9HDOfc@b|1#@IhEgm1A;5HlR#~34c1^0CJRFpv zk^0Yc*!r4z{-jx;0;zC^Cu1P~yl<+^DcP;1*R7$;Vd9#Eik+eutlHhg^k$zN$Jr6v za<|*nKD2xd_uKDQtQO2!nmcY_9ROGzL8uYoI+lVA7c{DQRR7*U%Zin|k+;i=3Cc|r z0bHC$sWaP8Bc-u$djpo-Ekx2~WY4T%CRe~5;MeY&kxi&Or-_jz7R&EUKm;fbHqg*g z3qMkaN#9;!rvSaFFWX!PQ>97T*5VXHI38Kv@<-7XAA{!TA9(sDor^xgd=aVZZ|KQd z(z&viBifg4tVwpslB|D;R-AT6AUmwoi9C)+L*!)dW(M!Jw#2FP0og7Pf`!_O6Kr|5s)5M#INAjnLY| zEvuOys+(!EBHE6}m&Kt!S9(2Wq^T&6R?u_N}j1b&64`ztQ`8_jsly!AR zo*zS|K38ZkT@ga=t9vBlLHvt9m*ud(mD<)McWeu&eRTDlIeNu6pW6V*uE~5gi(*s+AJG^iFI7bc5?b#`x9A1Mw@Sadd)z~Uam@@SrS87`A7DQM3 z>)lKXt7o3<8dD_mTLrD)Ij~J! z%+~IAe)Wq3}A*nXEQ*0!RdG_IWZzY67U_>@7?X0S^98$Jr0#B!+}0W|Bvz*&!@l zAV8_AWimS(97VjR+o>KTLK{o?S44jEut9@N$B{Y6a#1+AzBOXAg!(-Yv3`BD zsOzNi+7(Faa8R0OTdGaOD}u2AD0#OY;UxTK4-LxjRNsOA2cHBCDQKDDRoi$ORToz= z6S{?IRbJZwRS>DMX*ZAT0a3GKN%iiIRGSd`nYJekhZ;K;Uo|5{ALHx&aRyrc;qz7>pyI{@6otbSh+*HgFSb13Lf z0abKL6il<6)TOT4Xsd6~Ut}-}w+guU*2FB~2RhA;1LOUERK(ub){Z!5(mtVj4OM?( zzGXHHEAz!-Z@hGPH-$7%@!!Xea&9jZ@~r-p1>wl{n1tQAFi-^ZZv#>9W8*`l0{xqn z;cy!*oAW{&$tZ9=Wz!sB?g_mG1ZOw5> z1tq@^;2uD$aJ^V>rBa2nz+D_S5%hmxBTBQ z&i3YUVKZHcRpiC(GP>ZG&Sk17F?cLLK)O!X%-5W3BN~|4$2{5XRzH9o5^2Iuv>s=uBA z|4gEk{}$kqnJBo>0tZL1mcWLmkLqsYG2y679@EAp5}k;@Lf1|B3R@Wwv>MJ^LBnU2 zj^Nu9<|8!G=PJ*>K%E=QulANJh)SHFdS&QR@OIPvrT(M*2s=@u>LVU7fXf_PDvNyF zO=j;@?NxXege8kMfj2BglFC%DHI+`5D>qXv^QLt*2v{!>VLY<}Og&COpN9+Heg_p; zeNdLoEPMUqz@H^%wzZvFMp5w^scdPahPqDZ;tE))k59_F{}Ld@fQJzqDnJK#W|b79 zSH*@mShsEoig01@KRf!I14nc05t_{D1WSLJ_^QLomDYp+00rC?Hlz5nS8i7qYP&$p zOXizjK>2=gZ6B!mK?GCiT}dqhU4gud1fc0?2#UtQFaf}LpH!!f!IBz1>A7>$-*Bc) z+orVmDm85z@yqv<47V2YG;A83kIECFZOjN}cYo|hLw!<0=|TJA&;yVfL;i18-9n_) zKTxmAq(+(Ny)VVgFxzuI_a`-O@5K+lAX9;v*l&v8UCB0FfH`6#1~)kh7H6IT=Crll zOAwEs>?*t2$h#$?{0K8?z))24!{COS^019BCYKMn8Q?osUtl&zIOM zcRb|$8r3}gHmobnZ=V?MsT27KFm8Y`k>{j|Q%lEax)YEGk4~qE)#%U|b}X(opQ4_m z`o{$)VZWZW!AgGr)q+*9RfS+SiOa*rDhJG8q<)Cb$=g;{B6|&Vk#Q$y((|zAUs&q+ z`(4`-)E9A~K|ZNbmjw*mIZsc|}D2_-T8!E97NMC`-EjWBFx&LJ#IIQaDpbM^iC?AxE7wE)Q{hZ~GxH zlw`rB)($xgys)SQVQGnqbJlw(+H&k1A*=02%dy`R8Ey!5reI0Aq%zGPR`#fpkG|#l z`&DgLPt<;KI32XwV@ydu2F~*<_<#(21Fx zf@J0j?cH+FEF=|Lj(2G3tcE`Fc_m(Ia!G)^g+8?40>hI~O^cI(w0#B7TxLSnZhr=8 zRi&U-ql#)s-r)zBj<600=EF9Zld*NvgjbrL=Ql9OsHs8Z|ObA%Occd^U+#{U3CL zYjr8tf3P@{#gJg{1ma6l!%S&Q_l^Hm3w0EKAU>@Pu5EW)+z)hlVdQ(cw>SPC1GwSz z!yTSu!8n`nl2(`p-vl$i19le8(IkJuws;6Z9z1;BWDFw@#-f4;!lQ=QnF!3DV`@go z1T{T*D#lj^w3QxFPwpQwxG*^Hpcd+~7$GPCB>f}60UFKYK}nZ=3d$YEqAi~_H$;EZ z`n^F=qNXvLCLUb_R@#@a&PzDuiV&5)q$3G!*BWp?eu}%%(pn5mK}&2A*h-S8bK(jl zAtNw748Fnlh~>Og6hh^Gt6muA`PZSz)(NU$5Xkw|ku9}779qWp3uAo8agx;~inOP% z)pI@W0pnL)C)^#NHC8I{U;X#hTFk+;L``h?XxC|(lUPGeM)0)Wr_g;$uFA>fxyqG0 z&ewU#R6;8UuL8D}6W;FHlB{JlRKuJiRA<^UH-VmV==ZnJ)nJ3q!H2tze6ui|7O-QM;HV8K&Nsl8* z8sUyHp&gq#09;z{$KihEN2*(S!>x+xRgLmA=8A^x9Z z+&w6I?Cr4peg^dLd(M`f+8D(2*r%!fdHl0wY3_b;xzj(P>zH&{+0}BQLzrV4t7@Ii zNg@}r370wNas)-Jz5f$NUiY-nNI;U!qbW$QW6}^wD(%>ezeMwOolvuef>kQNKQ+zB z$=mfzP0HT7<}r}-`hbEqiZ(jf_~aHfqRS>u`$K4uXdh2ab7w}mBw5FaukuDZez<65iFZDek5F5? zf!Gn~W#&2$z0pBL%F}5mZ%~RZ2FRJ|kv2eknJ$iTUxO%Me`(4TVpgENp)QBAmwX8ae2oeKrZ>cU z>RN0@vX$2rf09(g0g}Wk#2VLOL!-0}J1j)yM=W|xbm(blyY(0iNS0nSGC~Kr_>Bl- z9FNs%HP}99(yt4%#8bLSqY84Z>7IzH=@iSPKnu!CTreF4&G z%v=>?pg)hifH`%zLKSOC+0om#pq{!*d8>vAep`fZa782b&&G}NI47vqRW@vt$mlJk z5#9>f^~W>`de#p%0qual>Q{r7w;TFq#J)We(+OaP88$NF4`%Xr@WoDf>EXi8A3Qk# zLVCyjZeFFUvs2`OK4uyzvTWaycF*AH(sGW2WtA2YSm^CC2v)L zL(97;Wz3pAB+|&iVT|cZ^_2UvM8ZH}&ASn)MJY^;OSlDb^8dhs5Dzm$-9SjbI*C9*iveasPElOI~-^^#*QJ_e`6%$i5P(ltQ%ygwlDtB!S)2X^}WWMm`%T(29oH>KQY!`5{I!#(eeflP@%6E){n%r7NmHr}zs+bycoUbz#j|pAU>1F7dK0pkboQ z0k?!`=o&5H$WtLO`E$9cbNoaTX02d-37#_h7MU}^q{vUO!XV!dw=TxJsQgb4qxARy zqM|IM{%7yM`hPPG}t^-njL+>MeMgYwjHV3ILiN|hY6=fIz2($ z*HW(kumXxiJ^4fv0Qez=_`k0=u$SSDsaJ<0Zk`=b2YuWeC^E^L0jdf1M$`os+b;>b zc(Pm6KXa4{VuC`1KA1TpYmeU+R38Mj80Zr+fz@%FEDbRdY4X|VbY!q$b(Mr|lFRdx z6eX+-@iz;r;o6Di{fdCh$Sfs&fR1qMQ_kPTP>4G)3{S8;8cM_xpW#%bubyDEWcI8K z7QR6udsdgo2`-4sFTGl^->+eCMZJpTgxsrO30%+($lqxqsImjx9Pd(K@sK zlXufg3dQCOv_O;RZnNIRX!E^>ZdSyDj_THDOciS%wgHHQCiy|9%s=Y(UZ-=h^vEVZ zfYv1}{L*~>2Ek=B2&x?yMT>R!u=r{Xeox+2t zvV(~9jyh2mw{aEu1>j4C0LPU6%B+MUQjL=GVlb2+Arx)Eq2BjGWHLgX2c@>;7agjZ zDdX0G?}!w-df=>Lj7t%G2pf?lkCRe&+xCeT;1>{qLGj5m^`#q1^?oS3PfZ8>MFS^l zg%kYO?iClx7Ms?h|yOjh7?g-ATX+YKFYqFXL`!khp?!2>v5oO9po_FBUj0F*L09ObGh#0G$q$` zyd6B`1FyNTOTwogZrAcwYJa9n?L+iQ>VaC0G*mji`nN+0A+bi^IOtB>=SLkx{x8_K zR35jP@1QK<8|5=ZQ6tqVFMfdkiLP+%;-=DC)p(E_PF4-z*k{lO$-uo@C*WmjpE;4@ z3Ea|uHJHGR@d0GP+L1RYq8+k5>OjMx4^{4h>{VxDBSMdGmIGl)wGz9qrAGxhrK8;+ zKtRz~t{~uavGoy;-3D&y)~gmtlGdPnv=C12!`~2-L=u%f`8c)coeT@ySY+R%Mnl~1 z>r*UMIH3>yVdWphr7>YmutltOIFI2R_(k2u|7;z=0y=*2>4Av^*kc5aFq<#+T%H6L zUU+Y^-7Ep&+z(h5J4)vt;PWTk4^+Utj#Dga42LsSqL6~FCGg+SkYkz5-+6eG3_xEu-WRE)^t?q=me_i$h;_t}@JSd@(f+c^;NbiD1sV zABDcYUoY&;hy-Y-?iQ4TE$PK5{k)O9H7KKs`j*Y~w{f}X9+kNJ`D=>(kK^8U(l-$D zHY=BpGh+F6B%^#RIh>*8Vl&Ji8{Tc+tf%QX-Zx^3wtR~-e%0&D0Q+$R3a$NU-6+=% zo+BG&X8_pu%>tuz=FErDZ4_|JYca;Ez#I@ZZ}r)Hb1LAV2W_Krh?s*>T$_>VO%dL+ zXrq; zseav3?xXe!9ha&k?DM6u|EbEpRr?lKL!Gg*c2WK2YOAUa-IS~&Nt`1OL6m}^9ik2N zDbe;_MO@}Ey(Go8Hm(>4)Z;@mv{huo7xj&>%nyU;ql}ct3q8yf)HRX zMX+RC*;V3@!VLOBw~#yqU;J}EKP6S7utS*k*28Gc^SXU-zlQyI4uKT?iy@kKvnZTX zwS$-Z9*Y$~^ZyK@w&ra%21fV0{OS!JqNyOi_DiWoNHM$`NLK)(?{R;~zf;4~wD%l| z0vtQ)-AYjQ1aVFC=~D}o((K-O{u(l^EN%U4MsrzKWeAE{SuYARdf$&*=!LmbeE=r+Y6~G@nZ$ z0bB!L5|)D3M3L&eX-ZwQ=WlqpnfUkLn(`zS9t`h=sMVvp39~L*hE)>=vsgtI9y#~c zBww;DfS}}kP5=xRQia!0Is40nmoIUoSq>HqDC7+a#C==|RXC^$+(>&G7-#2cJhS=xt9*zlPX64ymka9Mf#(uI(o%t6CI`#e7Y1rVpodGkb zzb|29byMh5+TV$XFo|CMwaan6cab?0-i zSW_^)?cZ5b#A+x}U4OrV;z=C_4i$VK7wH(1O(r38xIKko3AN74cjHc{ADecTY-HR3vyRQ$y{YoSu zLrH0$EmY;c%)qd%=+@$u(QG-3I9J?wvuZ=#0Ds8|&n&yM1z8H|Az1s-R7%MF77881 z0EqWn2ydT!h?q6Ylxyt~9F&BF34uguDtUzI(Pl7@YL%O#2$MK?;;p4-9f*;br-d}J zEygPV2zuSPeAb-ms2ztU2sFneXIV=}o7$#~T8}pfnh%kZ`jbt;yb@W2QegovJr|Oh zT6(hxp1#i)=(alLe~tR`JHpTU9P3?&-OV(oeG5=}xc2BSJH{-GOgsejsLI~oi`3Y0 zhxVHUuku?N`O_uH>9MM3toJ9@Hufi4bwvEA<4B9&`kRpKm}fx(@|^PD>Rb}0d5d37 z$v=l~pIsH!cSoaHNUVOm^$~v`B;$8uzyJ-!k&cW*hZW=+8E$5!E9%CVThdou?mWb_ z(JYUew$2{0eG}37oPL6gy91>IBQIJM2vV&Z&_xM02W%%jNTAAOtVj!dXac+1AX8tQ zr20_>QZ0TlY>qdT$HDwquTsIi2~9v3B+9ur*jx74%@i4+JmXVu>|?k zj@(})ExLbAp8}(D3IpK$#WqtkytKswH!w);RYp(@NfpIxr}u#6FOd@IhF~7|Vk`}# z^J|=2wz{;DclVS{;c0)h4_lF@v2>5x5!;#Zd|9;AyxD>4ZnTN>JhIH9juI;fh&}F} zq+<`D%tb0G)tM>zXaM0Goe~-{Q}FbA;v_Z=Ry<;zNmc6QL>giX-{=d5YmU2o3jr3h zZP$iffPJC;@q6Uf_JMA*9tV~?1j}G`Psm@2u^UT&}ahkD4Dv4vus^RErI6V}j1dXK@ zb3mr6{Njud4nrK%x@ZHG^JmBOz2;YU^iU$40E_?d_*})nUCRH`36ECU$XqrV1X+ci^Fg29*CeChkPSGoqf7QMJqjrhVCxvb+g*NxWL^i|= zw8wNlTdjU2O?TbY;z%h}p^8zp_ySfM|Cl-C~Y?iR`_lxrU;bByU}~ zzx>o%03tSJqi1dF%=BoZN-@{C@^2}i8-NS7BDbA}70HO?CzN1wKRHPnigZ$Tz|-R&0zVS4YlQN2neM{&xAmzsAF@p!=)oQ}{AC8^1^iqfAGMl0<~k>IR;K^2QjrbZ|#5ZL^$|~$alA2Ot;#3~-W`~?l@NwTxaSU(O zHLVqcQ406o72FYY7WMj*J4CdP-H7vb+oA3f5V(0^Z^lmYj?%*pS2MrWMebx*?XTntLh7m!1eve;Fx3km-Nkh$TM6 zSNN-{^FT)Xpt3%g7DiCI!~iKA#ZnChsj1lN1FlqdM=$JPkk*u0k7&tC{PhAA0|^^@7PxM_nfQ+X2VOSA59;RB zkusC|Bj>6!B3_`q400#@y^|C;^F*X#J6}yXG?EPt`zgV9D>>M=NTfhVk5H&DYyvM< z@6HrH8IudzEro!0P6^VGW$UmjI%Ac2hsQltVL@6gJ z0{(YD>A7IjpF%AqErLr~h<;6iLaT|)$Br^*_!^ojK!D$}AO0@a1Dus(W)_a&KIuXm zpYh|{N@ljPvmK=gf={&79$u2uX}`5M%S%enQZ=_7doZSIGc+vp^5ZYm+$axH=s5yO z5VoETMeeA5^$aKr@e6j436DZPfefwAK=@8cF{K1(Jit6iOwe+8+8Dw0&Te(AU+Ma} zNWBDG%7=+rrj1OsIKdduuyvR~4lb_zAD*{C8DMqoU}?m_%A!h_Bp0ff)t79~ zukSn?1^ka1Cq>*(#I|_}TDK9+*5#-mNq*RuwZF2i7V=H&%qm`bw%pi8dBXO_H)HtD zWvAtGfZD0OF*EbIIeli$4~&BXmH;G-b|tqmRAughgdO}x zg*q)%cu^InqOYeKHtAoByWNmW4+Sx!GroII>mi*vyYot>GC^!9Y2PRV1L;CZ4u#6V zfs0gf8NQYlSwR%Z7!5&_%&Me%*{J74m7Ln**i%FiCJt8d{r0@yZ;cQpYL;@Nm3sga zeiJA{H@yx>Ip1umDK(v4+$;tI>r|@MtEZ>FCTBRR+$S`v{nhd#WQJxhXPP76Cij0i z7>UA9NgLcYmQTXS`S<_a53uMp z@9dDlp9qbU1)u$~CZMpEu#{Iblz1(m3NFQ|0lZuM!#r#xl7Mwgmb~-*ta?xIgIorX z)Kk4M+a@xlF!H0Rx=hi(V;>|xFu|EG%Z@K-MJ-N|>NG5+uiT?&JvpP8dGG}nar$R5 zvTQC4mPF!ivz9$)$qF=pB+fEz{z5?YG7aG~SqKlDHDchj3$=IGgsw{414Aa`npSgX ztqMjYysT8m9z7*G$*O8c=AAz5=K7{Txv~BXK-9Kj)|FO0({0$e0`O{0kxo1tcxQK$ zMeFQ$kv?V@E?Er!+k~=BE^X?xt%0>N<&o@w&=jyJVq(Fk)jj=r!RTqVW+r?~m6Bnt z?7<7$X@U3%u8C|D4~X(TeXMZBR>D_Oax>OgMZZ?jlQ3;S=Vc#XaH`$0agiwJi8zoz ze*a~T`9~`H)XeAecC_V*&WZ`X9zwkmCiK09UPfZ&|AdkdY*oqAj5ZUmI$kRADln2r z4`5Mcwey-ZydVYH&fNGE^;Z^rBw2`&2MaOwtnfl=4_gFwJrZ#%fQtcMk`2Uhwy2>x zyQ%xWT~BvCud>xL*%g@er2+ionP#exd{}1MW-eUevC7pSTXLIwMQg|%QQZBATf&~u zGP)SuOc3?K=c^4>h0{!dT*^8?(p@9ZFW5MHmz4%})kqA9)o-D}EelAK5#Z9Uz>ovw zGi7$uVzE>GzmIy} zL1fDZ+S2inh9XjpH2Vxw3)RFCVjK+LqAxR`Kkq7Y)0mC*!L+u?$_yK-_kv!)cNxK; z2AXp2%kt;M`z7olXej~rOMR2dQ%oe{bOdQG^}O+WAp}8lO+nd!mORrdr5??nA_b?Y z{f|qN!@2$wp$jmNT_}>cK;#h1AtL zu=VkFd>Fz9{#>9shcSIHP^9*JK+m0&dN7VDWYz}P%K3S|qR#%a*mydxfTl6lGto8~ zvf=(MqL-W5a1^M_>v?YZ;0@rd=RITKXbwoO@SKF4nNs*LWLV@j>UI4?B%ziwx@W+{ zUrDfUz%a}(ge6!Jd`MpVkP`6?N8h|WH~%fIk$}e@DbWaO`|*D9blXH6b#yVO1yOGN)iN18y5K9oGVa9Z`-3D++;KF$eC z0F!%|R}r~C=w0`p?0Em6Eb>z#D!<;L!(&77@MFjgKJPUN$25=VgK7_DROkN{B?ZJDm2g}~ac^FFVtp%`y$k8NGf(K8X zLIhSlYEa3PLzE|^wkm)$ASsuUsFGC-uoUvMEzPn1o3Mzwz*GTTu>RC`?vnox$P9<* zMyjWP-dmFQ)r^(}tv&n&2Uig9 zL=z_uPz1pozG;rZ)6fpN^#L7U;D07;;)w&ZSiMnv(EIf~q&thEFHFX^rx284GbHdm z&dM!QWA_z9&4KAp65a-x3V{5k%}$CS;i}?%E<`i<~Tqi#Q*@_R8&dD?JWTQXU9-tE23Mw0on%=w(+5GET=R z;;i{n6o)q9t4278too>(T?VG|x^~CLVgvdDcyy9L#3lhbh46k|p z5(2)L6wBI=qg8wuA9iR+j|oxRo)>3NVB&IVpBc1!&{ko+ybF;HUk;UWdlwwOvpCAh zfUYOSR)1j6JL<5Ej{DiPvr7+29ode;DFYO8pN1VESnP`05D45GAqNXYYu!2IbU5>b4qsg(;Cj8D^Qx?cI+DWjWAX2wG*gk-$iVT zO#9L&1=5LTOyVsHow>3QeNcb*vW_}Y#n91Ow)j>syXXows;inRxsPmsRpG4B?o+t1 zbV8xf%?C#k_Zc>h&*J-@ssLzKI%`YA5}{zlgzeA5yueNKTy)wKR0$9Pk{tGY@}; z&zj#jsCg0Vvwmk(RYyKx=kP7$nUUotAmpouF!-5v5C!Ct7t;e)iW+VQXUo&A+Xn|f z(;%?D6Yf_IKyqV->}-$ppdk-a!;ye&qpBg~fT5*f7od(l8wrCaDKY;)j!SUMa4KOM znG}0|zZL^BO1e(Zb23?C|%SGJwT@Uxsl9NLG6C!BPH{UBzaKd^26O%IVg!0XG{;@n?uhmu#CKHi0W}3LQiN zN_7E;6$NU!*?vulxaiJ47i8Cz0NNos7(~2X2k}=oth+_TX(#%8USVEJ?p%brBWdXA zPUkhT@J&;I)#-T3NUIVsyKhW-%52rdned!x^_=5IZO@rmDS<_cTS|jYq7DgDJ(#B- zrB6Z)R~;<-;)x|m%k1BVu`Jy<*s<1`m2(}DgH28HrxD4QMmT5E0uY$q(<1%n>MKfU zpS+na!<8!6`1FaHi9c8#TkV{JO+to$>G`1uQWc^uTRjy`8 zQ1zh95+S{)^Bj;W8+FYuziy(1xdm+R1%j2tMRjv!ratz?6)NC{_>+rSIYagEgX6Rd zg@!_^CHYwcj7f4S^rB`}b!Iq~%&WWx$ZEXd*Mu$Ks_vRBbe2@(kZ>r$G(wR2+m2~e z#Qi9grOU?ugBSSvGCZ$FId2mAb#?!l^q=)zi z+LN#atN$&5v$IDG^dgY{a_b0!Fd`#AjNG|ze3Bu$D%*Cgmw)tyAzsaoZyAOY+-nq} z`=|s;Ce3XgDtIDCq~Y2}@qQHj5;Rpkv?X7=X&`6@jw}1Ra+Ueak{3EdJJ}uXNnDcp zn=n;4bzc+FpIEsCmM=}Kvo;Ty4a~lJaSt|6xaxUU&zE#02!rDdo@JUz2$16qavdih zhdg(yVaIL}ZjJk74G{q}c3ygR#CRj^+y1lgbEDj z`(ce}X$RZ@a*|Oy^Hs^o=c*h>~Jdx_bqwSf_g;ze+gY#)$U5woY>~Je)bluz=pH85_ME%)DKJZ z;J3DwLRZv(P~r*OB*AK=(En%z82bTF)z8>OV*~(ZkB(~fd_)tL6Ys2FYZ+Nu7BQ?+ zm4HWlmsuU=So!$D=t#4yUpiP{IOO;jed3qe@27CIEviw$%~H~HM;kRdf92;opPO1Z zj>9|J^d|6D3*e%%GW}ddvWCt5t;=>T1V6$PPz|N!OCCaIuE3m7+U>A!Sku|T48VjE z2Ds$pse7f#H+z_V%hiYUnKb){akHmSO4x3YMG0Mz=L}_?xNYeS{MU?f0)-v!A9-i= zpo~zv!*D{ff|JGeuqYxs;R6~wxQW!ai^8D-@0|8E*)gkOw+`|1Js8^y+f$Dco`4yo5fwSho7nqMzks6L!rrm2Q0rh;H<(2^JU;@VqOsngK9h zj7kR_L&JIPl_lN-IE}fVPp^uPX7o~EOuVuQDE6|jT@}S8ND)yAo~OzM8EM+Wr6Z^N zkC#s#d6_GLnX)}>2}|S6Kx%lR;4sZOnlod}4SU{G$;E|IyD|{CZ9!S}2t9Z5>%JeY zUqz**u}#qFuLQmg1iQ|p_jlH&+td7Xe?dVd1dU^HtKib3jv$2cUiekBO@lf|ic}gT znw?s5lSpx_dv;rX`$aFY6IdukjOsp%=%ALp^bXmN@hA>sB^M0ty1Hr4@2bPPOjK6M zqJNX4^XdH{pVYfpvq-vSge@EHc~Pq&W8(xmagx0nmt)Zj%4}7!Bs{x(B$f7z=90%S6zRDh_AvHLmJ;5 z^Ctx!(h90#=aS}-VSXqn)&PhO8801<;J)Z+mmGl2B6lLvBRTW_ycv!#U!bVeE0LSh zq`ci=uEJBh1%QYF=RBcGgi7Q6zsJgN3YYA!T_OUHi~i#nKZ@|!Z``_o`7F|49mjpvL5#e20!zK9QBT&6RpStc!4bH2Iqz0q&a{t-+ zZVb7V&@3sLwB!Z1{JyUO*E0t=(fxUuvLORvQ7lR$4u~-CtqFb?A1QyLvA4Io1>pCx zqACB9aFHdi_vAx>J#BYb(Ib+s6!QmofrpBd(>H(9)lUG^^uGM^=7n)-_&B~CemTqOsGQ*uIVQ+a+_cA_K&1AH`r z)x^!1{BnjG<7&6KJ&`_g4<72iOn+g2GhB|jw|8vJ6-yq=nYD{QHx`d0%>IR&BmT)b||&$l1`+ zZ}CuvG{;Qme;$CB=sM5oTtKu{D^!{23;U^7XOex-uebudXzJLsML%Xh-iwkjk8*eJ z1lThSmX1lIgNasYVy4)1o1y-o1Q#T{i^z3nhp8~y#XTV{nBhg#!k0{=)MH{fKLq@B z_*W@1y&E7I?*orib^T;1*IDT@CItQCQqQ&Y7}ZuB&)abtka?-MDgYF06Ui)uYQlhM z$jdMPmaNOA;>pkGk;BnQ3P-?~CXhY=u;WX$bB*H=sz1f*Djcx7skM%{l*R8AFfj9R z%}ej19>op4_pK zyCxfPA(z5FEQcHkd#@AHn6+gU>z&wNf%NMJS_CC;s@+`vd7URm!*O*chMua!`50gj z@B37999+hloOsK9E?w~m7EXTF-rN6PrhVa*Rw{0)-lx*2E$=OK>te5H5B+l|rLu2z z+o?lYUE%uwv;a5h@_^&z>CUu5E;ttY^1JWWflb#IJ(1VjR-YBIWz}dTRhGIlr@ClD zH1bL|mDFz_!y=u6m)0i-Qd_l3lQk!+k!_SbCBozxboknkM0OW)$varHr>&TN=y@q? zx;u>=jPzNnivYua@xF-~rX8u2#*i3cStTK2N^iwLk`1~4IlLoXTc3HDeD;Uy)csdy zMXx`);*>8#{}P0gAdc0H))||0>=PGAg5yC{@&g7Txm-GO=o#4+8prB(GW|Q z1%6KRkwx}HbsteecVM$0Y#WHvDJtk;%=OB#fMrcieY&?)PrHJvXh4cf;g0A&>lXPK zovJ&;C*8zada*{D?Dwjl2&0{xhN84+P{dyA=$gGTJZcdPJ)mI9`p;p}t2#z|iwhF&G0{{4=mlM|&4a>o2UXcMfg&B$t$(97H%8;!EfcuvlNRI0!g z8iQJVL5gd6)}{*4FYJ;X4YepwV<`cCdQz3-_-p9LTY0~67^ovc-L|C;6Yp;DYT-Z4 z?Cuszc5}DBTlg+(uH;Nf^rvwhCko(Vf9vH^wtaB1WbrI81i=E0C5f*=4+9FG=J2xl zowbp-%s3rMNrmLjC>rCKCcdrbNf3MTuhBH`^@ce8&~HJz;+Chlw_!Ie19+pJrWBeO zwK6=Do$b9$ceZS7k#+Jjh-k*WxC!(z)TX)^rudjf5TDD~lF$=f%z5HTmK(A{MX{mh zRbF2YL}3M7JGk3ko5vLOjus$a-VL zKQlv1uDR12}pb-S!+asB| z(6rB6K7=Gmr0r}@-8`=ub8S0zA{RR~q6JCtnG07)qxh+VkFW9@@`YUq25g*3V~QVe zc|c9F2l9OM4;u;qS&~0Wq$#QsSBAN&2tP&A9Q6N@O5<*pO3KGTs|m+Zw%)F}%uc&Y zw8yIW*gM#t1_msZ2^rvXP<=%SvBo!!q`B-LnP1zEY2UR$V}ekOW84hX*WmBqK8eU- zhkLp_aQ3hBZ4UG9tv1?clC#ab}!Bn`fcCIE#6o zgx2$C%!t(b&QQ6&Ne)~-PfTZnnuzkdUn z+h?!qNWR zDx9uqgV8<30eSYz5fPF?M5t9Y(1xG7txU-4H&xkg@zdi&aSEV*bk<$~MN`84ww2Ta z<>4PY>ho@cFqJ93!nJ>H1<}GqO4c-7PMy@{BOXMco9q_QrrfDSa&9&T+0dQckrg_Yb9O+_?|=Q+R5%@rSz|Mf^QkfIL$=Y~*7Jj!d4 zCKbaThx{FetGoZl6oXHk_B-A9opP-D^4nW{(SH(GzuR}oBrS35y93^sUSEum_qA~z9M zrFQKJt8%k|IygI|~;0 ztK?GmBYtdOIE(vAlm_|C!oF5P%_s+a0ztTOh}ItK0w79ld^a#Y8Mi>X-ahK9 znp}iLw)|6n^A&xe;2tP<_7pV#cO$?PVsldbktu{PAXpD+8VlyopQp1d- zNfoz**YLF(ut0|PAJb#^|o%493d=tH+7mi6q)=1r{{TRUi-aw|doe1z>8O1D=^;&sK zJuF8uwOPitI{L*DD!6lNz3ZJQr7{V3`1Tay8j#hunJd>b%Mnv@QYErY;|k za@HP;j}caDEKn{|_rO2OO+thVT@a!5RhaAKx!2#@(waMXJZ-+Amfyx4ggd`RJ6dwfr@h6{ z5f1;<%JTt?h?LkzU`A60W2YrEd-GhGm+?By$xcJkuawIlf+>2kU@|9FPnbPPVul#r z$Sb9;dNRm(fJ(9#7koBoZmjTVr9*BIq|e&W+vdvaxT|n*gS;w~Ox`i8%Jf4RoC8w;RUSfan>L5!q^rqY<4Ht|CkuA= zL9MA5*~MZ`e#&6sJm(Kxr%`*Myow=}#hzU5D2%hED>5ZwgAe7nY^goiPdfF995wX^ z--z4-pPaF-kHTnXe}*#n(7n&$1c%E6lXN?s^xr!JBB{&%X}*Q`>K9b%9#&61Zn7w< zGtRfS3K%p&gBU%c_tjNe;-|LI(5#E5mqy+=#lgzR#Nt=Ku5~G5BY^B_W=TidO+rXO z8BF-^n9qfNX@BF%J_bHHiSw1uizZi#^muZ(l}!zO>^y>==-3|sqF1AT#oGB^$>PnT zxlbyBB^4^QV^WV`%_?VNpG9LF#MQZXS}fMZ4_5;Q($v^cLBmo^N4tFe?|$#y|7`D_ zp=p_*V$G6617SpEf|GqZkcWxvNy=eyBn5_6z)mxO+%>3lN zZ&W_8_ZoRj`3k!AHd29Br33!BGZYfYfX{9iv*J=99A)$wxep)~MnL3<9_Kuwc8?k5 zjtyvm$o)lp#i!b2ajRbCyxQF8>l|d*brZl2I**(969^TvOLxYZuu*jip7F2*vqe)0 zRWitbK!jSSCP$#zBug2#%{`}eW3}y4E%!W6gt&~!Ua|*0HLE*@6Y( z09{i{>wfdxB95=h;t*#c=A~PZ$tw!b+AR&rbl(Xv)uePj{qmw4*!97y16uT=X zpRxF=2juHTA?mWIXFjrk0qjk*i9t%)b0t~JwJ#DFtv0%zIv|$%{k}&Bu?k>dhyBKX z-)N4^AtYeZT%~M|3lEy3BDx6N};0?UrH606P1}c z(Af&So_IgH3z%fBO>*-X4seut# zc6(Ip64~^`a$Y8hF~o$$Dl#296yapZ`nNn%V>yMsfG55u1kWIukwr{hv8^`_5}UDm zbpWPkAxYs-AFG8T*&WwnjJ*CuLxTFP+KP0KjpcqqRo}DN5nRXc2c24GvqD=Oxi(q$ z%hceWju|!>`G8T*893j%Lx#bY1m*=4x%?AA&p<>2PXdpttEk*76$ABk7s6>&Zp`+W zC6&s}#itOTDvEk(oE#SxB>_vlUyEMc-~SGkx6*}lPJ3+g3Yh>VF4ntU=cpc*Vd=X!iHowkvKZKC} zo@UnufIa@Drmk$^vH3zpTOt8_b&tS)+g9aCSChtlx@<4OY1lVve6(Q(S7wo-u2Ruq zKz^#K<|6x^RkB{V7*?jjmP>(FfzZ3L)iYPY$9<&|NmKFj6ss8Ods)O`BARM*+Hmhw$jvs9MNj4^K*O$&e@PCPRZ3<@n zhvhRn!Jn#KOdS3GA@B8wj@_xV!yJ(vP`B%6bGjB^%+v|z)>2J=*e{%!6#T^-Y#hEp z0zDzI)npAFEdDeaU;w|H!(HSIxq4=>WCeD7z;tSm5NM9Kr>JmbNjr<25o+hJW_4NK zg?VzO9gJfR(S~{FsjTf|tvpis3Bv6Wc&#^V{iJNSrXy3qW8Sjq2B~fY>@YA4tr>{# zDl@p0EH#G=F$S5@5ys=Qdw7Zi?|bjXxbH1fy#eo$;#!))Z2x1HK_vH#ixjGoaJ}j4 zh&s&mAD^S*HiFPmXg&Pc2Z6!fP zLOs(wKxM8r#FSwAR5_()E)C9y4f#SihV}1vXk&lS9L7_{r z@bxm(FiRDmjV^0ELE+LwBn5Cs?Ph+FN$OSuLt~=c&48lP$i>)mvB4P5&da&=J{-xN zzhjX`ha+1*sIYda9$uTxQ1f0lO*|X_Z06s}QkAPS$y(!|dbY)TYY~h^eo-3XrF5Lp zIa)5`*8H{=XkF;*YAUF0-!3?O_aTY~`qmk_^+&rWU-Uj()HMha7tl;uOjvp%q|?cv#|P*Isx;=hE?9 zbF)kNnfse@n5Z3taGWODSP!7>B*TjwPAYn1P=diC4bP3=QDL@u16{R9pc>yUaC7t6 zcs6(h4`NhOW0AX|Rrn1G-cQ?N@U&@OAIe&mfSG?7&{Ha+7#j^Yq&Hnsb`Z3-g{}2n z9^74Z^ley}%Z(ns_=zY5wvQCrGh|+%S-k?RH5+@H6^JK2POq|>JtKzc$|6gr>a&vw zm+2N+;jbTK<;~klXOT_WoqfLnr9(tT_$99MkMiFiQ-zZ+7K!h?E{9(upmi+92!+r7K8(!iR=Zx01#% zR@Yt%(+`uvs=wM_NPIxEv^jqTS&e?u`?|u4wY))J5m(h_{C0Ydi;g|Iaw;Sdp%D`lz1zatPfv?z*Khh?qztpWr_VZL}$=J(M zm@KDj->uuwW2k*X=F<7nbewO6w`pl}+aa?+$6_V^&HQt7T#A~DIIN)hSJ5jF`yhMG z#Q9Asdge7G@LgR|FG$|v7w_Ij5JN8_FHvN)fDW@hzG6~yefyHYc;hyLA!wrcLBoQ$ z(b3`(5zBGjG#pkCH7;`xl!VLEeKv`Z*ErOB3K;3b(03x+F|S>Iy%)UMUH&WZ;7NY> zdbz9R`$Q;N+4^iJ4%l>~2$~5f27N08xvVCrl!3`@?vW`tyJNGOq?5b{1*SI%OZz~R zuw#P0pFr3s$sQX`A~{4_4(buDt~+IA2T>0Y;2>r{8}5uCEH|>{p+jJ5mum124`D_a zLnTx<{av&lrXGWK$JkSCp>fgHOG?MlzfGd*eWm(n=W)n?9lkxlIi9^ygOrT%M=UD3 z4Sk!{0bcJ|kvaWm`YZ?PKA2Rl&9GOpGc7A5#Up7ty~hf6J(S(+#-t5X>&U$^QBtNf zP-kxIf<3OSV6P56v{>a;Ip1hYer5K20FwI0`p7>VCl{`w_92!`GBLTH@4%tvd@hR3 z{-mL>3b+PQ_&eps>q{3lghMRHXwV$jR@^+1@8<+53;REiYwTAf=xVKoO0VP<3|SFG zcEN*~5l2G+Z1oC^WT@j2lwGDAzwGw5$wkE*)8gF8QClnV|G(0J`PqJ>$30W!A+GxP zbCN=1OW1wSkM|`~fX?EVYEup#Vl>AiFGJK3M4;Mlea22V73N6R&l~6le)h?y<0(4D z!<1_8#*!PZX)8%JKb6*Ya3H_Bhg4u%6%&gT8S*#ogIph)2kUL)gn?Us3;~;Cm=sgw zn1%{~oPSk}qH=gQV2By{&Z1XjP@RuQ&W!(2R!9oLDGzTn_Yq3&M7KpcF1M<_8kj|m zSL?;_^M-pSl|Ra0q3DRj;20pydh7xHv_smlk`im46I{(QabJ(XPg2Q7GZ0jLZLw20 z$MYO%7m#sv@hwA)O8ge)qhw|uh1MUY-N1bk-`X^9WJ4Wdvngh}ZO7&F&Y3*B=>7rE zdg?6$cSMS+$XdpnDba^@Xe%-GtY);}tFw38;e%V46Bo@k;+9e$m@lku#naNha9Rm0 zLPXe;7^}dBR32_}r64$mS8c_6RavwYF;?CanEl7SPnKo@Uf9rdlZD@-f=Pn_Mu}1S zcpHVfeT_YRXoB(azCJ6C$ZzaB{{hYuV8*l?1=9JX{<#5}flPpZqJ8T{jEc!;!x5R5 z+nuRN*f}6V#x7!1vk`D57YI>etn9j0Bg_x?UaYA8UJf86gz`Xk2YwlP%H8PTZnB7X~fPYo|~ z69J*op;6ON%I_HX9{D}8tJR#*Nf0j+A6ghdovC zhOJWsrFpReaADuQb95_;FbegR)~=x|z&zrUi`)Q(5;g9Ik#yfGoiS%~)L#HO0$SFV z<#TK$+_}X>!W4jnJQ`%~hrY)~X|R6^Y-5zV@1((k5d>={&L^!sS9!lW{<}rInwsaU zl2<#l$-8~w!IPCd=4DXG!}>oCiMcGgRP;^7;&X(vht+94TZj^?~BwfVse#lp{b)ijL9ZUF$1A2R6&6B~mX4A#kC*wc5k7>cGAc7s{nF zSs)#F%!k0OLaS$II_E}&IQ`2)Xpz;*dV#3}ID%j>@dM2Hud2xZ0N=s=+p`>aeI$TQ z)WpYqzX_Z9c6VFZlwzXL`uXRSD`KQGn#-64g zxxD}=jkCE{+Nw9wXq2TRPgywAyX>)D^c(luH&wR~-O`arUDk)DGvHDI91!HrSY=FN ziSh1#4M!pl4lgZSF5vW|6TIM=eMZt2hmZ9b6A&1P5L&5{+_#j-usL^;JEU4idin-| zHRT)>8ZRQNO{do^^**059xS{Hm5u!lUOKt5%Q>xSLrny_o!+?N-2Vb?jj%$vm&C^( zc_}hrpCq)WL-=LnA4MrPCgEnb83slX%^9EzH&(2T(WK|ph~k7K+6+9oM-(lKt zrx^?(5=8{;g5}@>@*{_8yH$H10y|>4VSI?n zRl7jqx?(JtyAvd{;k%BVDlX1F9rO82HMHFqVig-7xL6P}?G}y12=GABpw%{I(-hR9 z%xQ^;`ew>>g3W@WbIVj$8`0nOxWY}t^=mLJotb(DvI~??`3VXz?f#lnI0e7nzA=Hd z{o6GWcm{8al{9niqL&Jj{Ga`)psPO|Cf|2S?`Pp5Vl_M*lsgDEOL*2oEwlDG2SDAM zUcc(;HUYn~wx@)0%^FT#PiK9Nol;~hH7%S4ly^ld?0Ors?E#SGW51k=TYn-?`r3m6 z-2URCMx^*lYDV>$`?Uyq9JFZM*CihsLpafgh@jn-W_;7CB{Bi}lKdita&NjoaggnE zF3XnL?R8rMyRm%G;>Q!m%;E#`zMf;+4>{@*b?w{gYd_J&^=ZCwO{!0D&xjc zi*iik;TEa>%De&b2ptoTs(R7I=Eq^!sDjLtt{>~6zZLU!`-r5RUi4)#>p&|uY$)CQOLSb^yT=k!f`f(Te$`dKtVUP?GP2`$=5yCF&P+T~f#XD}WSx zl%xH@(B=RxhQ9rg0Wg=jR6>(eeO5adHQmeNt;|ZYKh|@_(fx(I#77nDcc&vH^6TGE z#b_wdB);jOa^pX}8PnOgA+3eh)NB>`KIm7VCPtiS*TU)0o)F0dyeYvv#X{+5moG?H zowaSMg0Tj~R730L(Kb1!^mmhEWKR}j=~st4Z`{42(%^^^ZD=O|`zEJGwtMYnyxqM* zvd~E;Hq)C@Xn2adKwq5Bq&R_j^K%52(ef__WE!aMNnS~}t4zep&eJpZH3SWMk_r-3 zcSQ(7_Q)8x(+ypHNi_yO0X3{o^ou0g{5XTZT0?-#I9X-!q_26GS2P2yO&r7G(*j#P zroNSVQt-{==6)=(3N|k(SvRlW!8OJXv%^BMm&-#T@s`)!jT9>-Jfu@!{+rD`a%zRp z-WLP(LtLXo#U^-z%L+om7i0=fgX5B#+iuhQZlGi~mx_=jIgFeVknX1;mi&La5h@Vo zjuMe0U?QO@jYQN8YY~)(_)&Ej>lP9e$O5G1P@|-u0GhM2!FHhz(pA4FI=pfyLQNuo zsDHRmhS|8TfyzH4J>^c(n@JNe$YPf%RI>}X^>O|auVMH0GRtDO1dikrL%F#PN>;?( z!~(0X7^$xcd-q$`gON`N0DN{glHMmXbDPdOE%5?rE6l8;Hw3jabY@aGr%lfFPv-pw zDiq6TZm6?Z71rwt^e2&>0xus6@98}wtv|+BNNHyU_8OlNZhy0R*jhX)LOXVGPdI0{ z`trO>^snk(M27S5pFtWxR2=#EEzz=K?rt-n|Eiq&5TT1IX=hvf7o^CpE;&(o`N4|gU*fkfP_gp`KrxB4nIF`x93@X|>`VepQ&fCRvEo-)t3_9R` zy%j5@a3R0`k>H)CH<*h`UwVIKt#-ZkrEeD&zl_S?zWwW2&NQ7G?%5~!bN$cp;B@p& zb6^0Cy&UL779@JTMKxuz(tkBkLh(ypKgMogt)krxgbj$gk1EV@+OD_ua(6N_TFOz~ zgrzv%S}3DnQ^1#pBSdVbQrN+wAivjGHhcLff zW`Vn`!jiWDoEWeNrrB7L8@-f=$Scg}gh_FuLepD3&{R#BaxzxQBeFDFai)k6OP=Z`R$#v4a9G_;;#)_j)v@h5yn=K`5! zWie_{dThovQ5;rb{IoQkarz#o}ZiB>}G0;7wwU+&rTf@UqrrQ z&q2Picwpz@&IDX*- zn9P(~638+NU>2vmmt(Mtm4+jx2SiISED6Lo6DDG*@4W6K(T|rIxfcv+ebz#SW=|H{ z)8j;gBitk&OgDgUqjwizDf;CvGJv^CzKJn-hm1?xRfs9)QWL$6l~=U2l`%zL9SA^X z6ua1h{%r;FB9V2u`H>;QQ*X}$Tay?Xs;yn?4doVPUGU4cBFE7qFUAuGwAkv1xvowq zhG7Hu`DG6#RtU`YV4cE0VrA*(juWsY5Tp!&HXSqZF){7sjIDFz*rOzPyg=dJFA4ZcTN!z{@&+l z{P%G4Q0q-Q6)U4WH85)2Iwnp##ugf+x1X}s3Qa@f)2TYgh1CF#hb>$ER@m1d5dKZQ zs3a?y=D%D_l<#Lr^3hf>$}bILo;m}_SPo0d7oMvxdtbJ}GLEg)HtfQCr*T=3peN#T zz5zQ8BEk*iFa;|A>R#Vq*g7+7o6R~JkqxH@TMu^NpD15mCAZ%N85CWoXDnv+$V06q zT(WMT<<5gUe4q)_{bf>YH*zjXC1vcm0w@b)ZD8{@2|T)b?JSfaa#HkMZ8AXrsRN;6 zMbgWQ9yJD&XcqJ2(avvm3^U46v9`jed1Vf+?+}3n*AmKc(gP!|{3jBJ7VJ0U^G?po z4%}5F*@|Cc`yTxpzvZ6ZAJq%y`gj`ykb7;(JQd}cT~*#n^bda23&hI6x^!k^V8HB^ zXbRp=`aco_p;L$hCN%FdChydAd$&#O6V;X%4PcCCRwtZ|JO4FijapW9!PJ(UV)908 z)XOAOu`Qv&|407(t<_@$&_M;z|Lj37_|UN;N~NTHJHv;Nhy<@fjQrd5RuxamQl@Di z#x$En6Hu;|e8RkXb@25$TJN9@jZwKraiq+r#THhAPqA>jWf-a8<`-*%>9p9QY=^XQflx$W6C5lEe{a- zlPAVMUY53D9xcV;XtMY4@HUA-yA`KS`ei`t{49ZNUYEWGcmFN~Yb9ER?zbegAaq$8 z&3_p4c|(w8_(fdj{<8`&J-h~F;j?#5CzJU=T-|6xtszXWf>nG*3wo5V$-CUUMUXt+ z8r7pL?0osl9@P?CB*0OU7Nn=C$lU$cRe$s@ds(K}%Ws+fT~wUh{@Hn>I|xaehQ&;N zhO1%wRMTxUB|M@I!d2-8o$E!>GV?^SUq!pgov@kQtINguP#5H*{iLJ-5wn#JpD8+7 zbQOuMStc3&r8HaOM5*B1sD_~WAQ^D~z0%-96VbzTx>pi!PwpURkOvG@6o0bO5$?&A z005VX&;5_DCwQ|JuK4R^0qOgiA7Y>ACb}y%XWzOXHaGh8r1+CJugvth@FO56eaUA2>LyrL(&y4Srwjog&3o^F^HHqrm$iAchtlmz?z~IBX|ZMJ|Cd zRTJ`cQ|@se6Ah|34Bk*Lp?ib2^zSDntc!28HB2RmwH8?qGY4g|ZA7kt=S!!tK1R#- zDY)J}j>PPaPGDZhpAKpWj-eiYgoF3Ykl`5DGeBusw)~a8u+BANDHkh?7CpdcIa!0f zUa~nmBH#hrJ%ms9tunl8mED){)MW>V!1qGO%OQKy@J>fNix4WX_N8lYrv4TxAF7LHG8{dfFSr^Ligg-%u^nP(#f^D>CVtbGbTKZD zgb#d*;LHTR*`#27JtP-3uq5`O;n-+4)I+b1JBnZE$iT##(*y>j6LZpwoB2S6X?njf zDru~!ETsqN*Fnc2EukUfZYf$9C*I`Ta`FRU4oO8FcG0J4#6`=7Z=9awTLX?Tw$mA z4r|-&IE*vLVk`Q>DpAHl-UOM%j_qLFqqGK~FJo}YV2>>WoQ}CTc$Y9G-H?*}kjAic zbSvjNZCmOk85b1!(Al_d*Ke`>M2JfuGgk|yK~fdVCDbz6t2=st2(M=s)Xn-H1r>mc2KxY=h%cAXHLa9fEdbnZRDK}yn) zyv&v7b{-J%lG$@KOaI$Oy$$yY#zsXeOxf#8&H7R)ZmSVo)JxC*7xvf6Q|$P`%h z2zk%$2j^MjP5V%ebT#V3xvPyTS{;?DS--JC7vodycOVuAH)uh4L((+=T`DfV7RP4M zg2xu))#aZdzh)oiLs~gmmj=0>mF9k$ov>JBAH^8>{hL|Slt&UegoGUyycV=7T$b!0 zoFK+O%~7JB)?4r9k5?@B`q8Yaz*0h8dko5q8qHseB;OQKY$U}Sxsgw%{H>2mV^8tedU7eSeFwsT$+?JE}jUa(&|>FfZRf z!2G3_$wbd4TlXEEu7}29p+n4eYq(Hv4Gl5*gcjBNu?8u~Ap#zD&zn!;qqT$4XzLpz z)@+*bd$3s+{Hd9uW1w*O6r-YtcyMKgF%`>uls&g?P=$!$8EfZ?;Cy~bxj21g#vhSv z`xeL>FH1bVz<$`(yRnkBv1Saz&H(kA%0L=5DK7jFNE)L$VYXmkPB3(@jpmz`P=4X* z)FDUcvJeSI`jnGvdSkEWA?cv42^__{?dB20(6B1?8+6YStIRd%(@aJp{fF$_05L$$ zzce+L&%*KSOr@VOi?&flF%pltBbXnK{X4P@rrBN|ty7it8g^$KQ@c3iv?9i@v&Z{g z$Wt9UcLv(SYh5?;0NkF@Ea`jPgb?n5nNfZB<^bSBPr)jGDqEI2A~BcS%EcYxvP_&L z&IEU9DQ`sjr1?`1VH#1I!a++P|B^u%jbyl zA|Jyr_doHwyRHt~qr-It7d}g?_+7E9RL&H1!dtu03P>` z`0$HG_d=nAD}T>8)d`#AfRpW`rrZzB^DcfN$4IykB(Q6;O+7GR6EGGVo8E;8tDuj^ zDm`Kkeb6r`zNy=NwaMXh`fUofcj+A@%y(I}l7~rvA=sVco?$NI1|1!M>;<8IGHJeNT0l-~D%mp!8y5A#t$Pdz^0# zb!9zN5BKc#rsk!n*BKl80`>p~1#93N$NxCHM!KJw1anGs`W0;X&p*Xd!%FP%bC~MP zZ2y4;S_iOfymVi0o_y0dS71w!H0vNS-OlUsaTMozab;Ri0wWIe0+7TCxMJ+S43A3)SO z#?jhVj~%`pUZ%3b>+xz(q8uG4gBi64@y880O&h$2ssup*DStqIw3ys$pv3c)-ohT3 zl2G9-#;V4ckEYr|6JiOP5?HlBfnVkfcC*2#iY$?}6Enxm7aK(^D=l?}`zw+*H4bmX z9@3(Ca$7SNJk|D6vtKTil3MO^e1TOKN4#Z+qZ6I}6JhW`j*U}`&`LQPTZzC0&nI1! zR9$Z#E#ZN_b(EL+XR2bXC~Nv#Q#wCg4MoEBWL&QLyY`NRmVaE)x*%@ps9IjxaH{ud)ZPUXl1XzDiPStRf%LYavh}A3A z+IFf<@SuJeNP37^TIkt{bYYJ6=!)F+r;PBnb0A0$i425z4hlOhzQQ_F-=o0ST!hgG zOx4K?Y2Bj*!UkDHGcecsWY4aV)eUhU`L`0OtIpwS6(BtHaV-n#iH6xaP3r`k$IrB) zy_Xsr3%ser&!rI;ZnT>&zlUwQ*){Xv{REbt#BlF_cif;qI~d0{FDVF2_EyY(sak%|EUs{KCD;kSwAkTA|sKZ zE6uB(l_|l37{9GLVYbkzU?IS~`1h2lK6vc z5kRU6;Lq;WC@I~6Z5?`Ms|pqji#Y1A8t8qcVaV&Xv(FsL4= z7#qgXBX-$bapxtZpw7Qlj{A*W$<~o?=M*C(#;W3V#OUFnB_}*eY{$wrP5f1WXTOkz zAjiKnM+1{oIC#j*LjCR9=tf-dTSAR9Yg0-P<2oStY>zxOP*s`kpAVU#N?z8KQ0;UD zGfA;V5P|0RS2*Im^q;sOsaxNYoc`&+kcz`}8-NAkYtqkYMYGIUjJxs)neMUV}GLn+pdC3sLT4Qg(p20#91 zOLmT(47n>KIM-&d&rV!`w@vvc{+h`MS^B`fT|*v0xvc=ngfiV(}shvWWb_%7Gd$rs6ie2|53xcSWe+iYM8dQb8C-nTM+c zlCfLo1DqfNrV2HZ9w{JN3Vl1>wbw)*n$o;SkAm4pPiHNY{Fm#1I+@;khhM~xsT7nw z9xgKwhOYYQh?=-T1Ooifvz&s;H|GI-CRqQTYx8@X7F=4TN=B~f3ev<~m;BCLMGB{2 zi$QxH2AX5lPq^3-jZt>LjTMJ@oi~u6dNS=e>~xCB9Vt zaZzfcm8@u?Q0Qdrg3^$kOYzERh3k#l7O?e!R949qc)SCRC7RR!rQRi9;RyIiQ*5vF zbxr}gy~Kz}M|0b0QSGk7QHmSM@xPvnVk^(=hzkf?AcQ?(8}fRtx0&@F&6X~Jq)PmF zpGT+A$xQi{I@0qV>oe4m?C3}Tc#JmR#NB#hj)7KVSPh`&&LF=xz zmlmrF8`Nu^Q9q+Q)5>m6SRtOn?(Hgct*cSQD<@CeNFafRFcbbXzx2BggR_vNd+`A3Q{8W;(f(*mrdH^;~GhR2>!c(4s|AgF#AO&_3E60r?C z+QP!hrYr0lM`H6r$|^<`vgeUy#NTysnivVwq8~xTDMd?IpoZzvZfMsYDrefjlbK?x ziOVK}sZa6yLiwJMorL_xg5_+weUu-ZFTFBW3@w3$XgUlE#+7Qf@m@w|N%Z_|`(q-> zXUgg9Qh3szw^tzd$M_@+$Vx?qxHuXrn6W{ZNS6Z%Z^Nz|2f`~(rR|L)98wYTw6;=x}NvF16GAdDQv+w#8OaJ8fjhJ&;fyu>#QyYD?$;Wa|I zTA1`c2J9cg>bBG*rL3IA6_0EC)X}I8nNmHZo8>9r?Bp!tM71p!=k_`3X8J-}=}aZC z1+~f2c<3D;#8Y}IOPdVnTE=7yX}{<8xILKKCt^+S9u8o~5*$>e$-U||1=S8V_yvjdcth8~VE4lARSd~ig{W=6!Dq|4!7bl8D9JUdkD}v-L zdRaqdXUpeCudL=ZCne~c$>|a#5P(dw4S*K8V8iL)??LxM)V#qQBH~j}5$Oy}tGUMb z@eXq(RQ7SZnhg0w~_xWt%w-BcICHfTJDtS%Frwp zCr?;b;Prh^kKJm^BHNEB8ns9#Bn#f zo^t(8m8KYP-oIz{psCO}x20bCz$)~BNa16Iq`oKj(q@jZofR20^1m{9iwR#2QdDJH z;m#$w^hEnpjq9aUhQZAuLS;#cNiWp)eS}R#N108nK(Ahbn}!!q-Xc2Ma-K zuTZVg0kWO6f=8EzOYycACH&I}tzjQRj!*7gKC^U{hn3usl1sNNuI#4ei&wFe^MEDV z2lk7~)&WR69&nQlgI5cr{V-0Yp4pVtfZL&-Pn?zH{S~IH1U^bJCo7!N_QL z4TXA#f6(a&=8wG+&p=W6(b|q1^UHr(^~Uo=II2t&sz2=y(aalCfa2( z1pC$Zj3($vO24yk{I!!lZt}ZNzezrNt}bDNe@``|K&%l>h3!?+09YVttNt&*);1)* zo@7w)T8!BqgT%&rwXp>PSh79?ShI-bE(xV27RtRp=Jm0fls#LaP-~$O>)76ZhzL|5 zgbDV;D+UX~|MRG$_7H4?WQQ!z$Nnjbf%2HoWXEJ+J-jI@_rfTNTO9|cuf2LffSQ*DXZkV*G@Ez4gSuFAr44e#V{iQm;*Keae+@>j)^dW z`qS8y9<=3=Aq!q(G07nfGUV@(Ip8G+%G^nF3Z53n{rHcSTRkb+#X0%B%53^K5Vf*b zLRq{w>6L@~rW(Ko0s@PXMm-bpL_uk;z=F0~RqoRI^j(o+c9JD}qF`1DG7X5OqVaw{ zN*Ym}f;7H2gs8W=e-n0v=!FI`39o+a?_diyK@x*NM(q}Dy?HOVN#U*m2H+y~)rw-TAW0H z-6p#8#!EfVK8wh3wszS60R@-kRH2(}y5GKr=SR7KZ)CMam`MBtH2PROH^_Z7KG$h^ zVI5P9kF<$@gKizXs&c$}Or|HvcD+6&<+S*xfqu%j*BISXwA$#+bOC36qWnwnKePqz zEU2L>P0teB)_$dIuy6q)#6}D~*J>TyHoC56B>I@AYLc5;Sk*sb6m)Fn`qpcq&}q_S zp#yGyCeC%KNkv8SP*25m^36~wVb~rXJ;%%@sIbqFL_MC~%*1d22#72i{#K;dtM6Fr zFsRJ^&5giQSsdN+;J1HAHsQC*PIEa?)#*=~&LoTEdLdtpU+FksT4gPJWK7G~9fROl zv?J0GiE!gyC<$3>j-*L#VMV+p(?H`(b*MBJp*L}$T8xoNrGpB_cRH$a+EdyGzV$hjzzIo1-!}6O0uv`pkP0P$Pz!jh93OXiO^nD7do9r8m=h zO|DJ^o8m;BhP`wVHv!3zJEf?s75U+6N>Y_IOwUv*Q%`o2V5)lMfz{i$H`mSQ2qUq=mb*`LQQf9Z2b`QBeD#m3 zyqM$+2**tth5cBzFjG;j3Zk%j7{zGP3@eIDuy?pQ#i6hBMQtPd7&S1PZ@{Hrr}0nO zbhoHvd+E!XdP9sw#qxYt`h2bTr4_>2(QE)5k(<*}7RJM94uNnpp+sF32_=+m#KEg{ zmNQ%?UC|2fGH22lKVx|Y5RnpJYU;*;Ar{7vs3GM_3H2vj ztWn%0O#z-t$}mc&4pdktG7h`5`a|{<<^0HkMcxny zI#rVNL(Z7^sYQ|(DvR8?{PV+s1e~LWCi8b+946G#eOIs$r8Xcb=G(AG$vgeJC@Nr1 zaGM@KRCSfp4s(8!Ff(6{oN2Z;DYvDBfk0>wVFt^2Ran{$%}7~szZ8Ohie3BF(IMe9 z={k5F(vr>I8P3SH{XCdB)kPI;a)gbrc;9ZwDKXvq!e^B!z#ec`B$ zcOSqN+*ViQlizgiK!+fvtaMy;U#9?ytj_#7>J>sj-`wwhw|HfRE_;b0{FG`E?eH`% zk5hD&x$JIuu9HjbgfT_X$%^y1;)`kOQ}i!EtiD84h=EpUMMY$X5?Z4<3p)JO*n>o~ zJz3H3`mi<{op`=>*qi!|&KEHsLa3vD=KXC09A){P1^T*9AXG?l_djB=^wZ$EJEx4& zzJc{73iz4?hIe2lt4%%Q=U$fll?bR;U?*EcqMW2C<4?MGR>GT6Ezo;TRE0@hIe;X?Q8sxv+B9`}Wf(AQ6vb8y@DHKi4*tLZ6r68pQ4Hd|Os#kjWBttwi+`dZ z+ncn&6#f1#N*>PUuB7VJMe+z=KW4Ro9*LrWsTEB^y>bk^yIC3 zILTxzs(xnz&rbGb7d_h$4g!)7=5@zvPbAcFdQl4k6ryec)WU^Gq{=NIehPMyfKP~4 z7t5u|_KDBuHl9wZ(ZNe7)t6K1m&v&njwrHKHHBcaZr;Ts&X0QVua|3`uL$01f*cs) zj5-3oS!?4B9IE@yu<7F46ap(A9QU=~=7@OB|4{LI#(ax zr;(F0&{n0nkJvDF8rEh&F6W7?-FNMfHKk^b^77H|}e>5Qjf_6Cyrow3vJj^G3hX$9;o z-Q~Ym#iysZTv~o9l^!nlZRdtb0FggqzgGy1>m7SKK{3TjXftP;?Lssl4FP)jT1Uq~ z>3t^y^|%O4zvSo=8V zcV8jLy6!x{dwfR+bcwd7m>hr}+Fs7epgMFiY7SS19OjDFjoBy)UXZNY-Kt9!&P%tZ1uA)e6SvyrP z3q(9@xo};%A+H`}LL>!eullBXk_2k~cfl8{D(eRx_!ma_**C|2Zx_<@v-jdqC=c2xq;Hw^gLVAmhl zL_Ixr+>1z!pD0qkmmA2K-SV}iTAdYpMu}kzGKSKED@HO%5rj%(p#p%Vei<$=KykdA z+IOFXId`SKgG2E%J6&JVNJq?& zRWVj4k$qDL1m|_#f&)y4PmGzQH&2)2dY>&_9hN$yQk3W6Ukv#rZ4|x*{Rgt|@BdkA zUU!V7LdZ@TlDq!swWpwrs+SE3QYUK2o__K~(7?B6t19E_&C2jfApmx`L{2@lNAli}f_Or@Q3mc_RATg@w?^dif{iToV2kOt}r)mAr2AY1T6Y0jUq^L zI|%P20Uc|8v5X)3EPNUpCh#9{GaoKrjlP=qvNp)RIW13!B*pKEh-2Xr!~|dkVYeH$ zE|ar7E|x;rjHg~t-$raHzLZSEV({J-zcETiOYYnk4tWU$p+IK{ ziGU1V7!RzRvYxo8y(V9vVkwx9qupr(j+F?yk$R2?n~kPsd^?P&oOIMB?TZ%Q$riZ4QBt z)NYboT5y0aK26@k=US{v(mnN}6`cv$-BseWGpm3MVFRwhPr6k|?Jfja4;b=rou1%KdPsuRgxs2|e zX>0Gh2{hhXOQBE}okr4!<}gy(i+%|;Ujd;vXhd*gY;xD0$qM)cpQ-;m zqV<8<9Gi~DvjVP;L`PgZJs0!lhKeR6I_&6`U4_eAAp>*l5;F+zPj!z3027PXsSBN}G?VMhtxuQD4tI2RU)Fp$RgxAl zN#xc*X>SDQP*wEb$s_GMKVmioX=m6?W+#w7<}2`)D{{3kdw;Qgu?AtZ^k$Sqs!!n2 z%7WPmMiz27HhWAreWgQ(1&+xjVqoP3)-uB-?U&Xt!Zv})PPCGYL&od!$ z|H>)ulAGMFCFXhPmC=2VNRa-0oFC>*dukRpav~61&!lyE>PtDW;)D&oy%_l|PRGuZ z;Ny|bxheK37ji36XOQbPFmlez^B!Ll=J8a9zO4LOG(Y*dbG?oB%~a0X$-oK3fCP31 z!?l4jhA>03O?yW1^)BG^f$R%fyHaB`a^3*gI>H|<^WR5NDfcPnHj|Z2u2CIM___%# zd@UUsjP(CGLh0~+6jE1)H<#WMBZ-t%*roK(YnrxAaj(l;Byp@VMQv6( zPKok`oge6XeK}51rPigz+tat*yG;V_M-M@4&tYTlVa3&S3Zl^4QkIcfsC&M$)RiBQSGt*w1%@$GVe-W`Yb1Syt>Pj?$_03e zzKDv2g38?y+U}8Bg;UKa^+qC=Co5ybduJ zrPP7=E`Nv}gz(Y1w>QZf-k!2Rhxa;09frQ72-q0|^8Ig)i&=_Pr?BLr>3nP?6ik-z z%xEtZMJr2n>1PiDQVpkzJ@VCDUpnd+6d96pyurFPH@rUv47JUDOF4dBDb`XILh;!B z^e>P<9v;DUYmN?Se|)ak?qBzNMNC1}D&lHDd}lWm+9FR7iyg0Ooy*desFDCFH%bP! z^8S!^V={fXU&ET-l}0TAQ>9t^{~ey4Afm+MbdOW1p9K8FKfhdAiiYGDWb)?i=r{eF z6yu`>i9dZ-!5gJnK!B6J`oaF*n8ANpdlaMcIlIP)dA^GW+e*8zC<^$Y3KT-9csn+enx(YtB;#x+cb3(qz(F+((LdC^^AMp!^^vjkti?_)n-QZ+Eu9 zRXx-+Cs~WRVkb@JB$%8}xwo(99KgM+Z zY<6^?JaUv&U3AKstS7&O1Sl9Zu^Irj3Sti(NBPt8_ZM9VwCBB(24Owe&F1613N+|O z{G5TN(X0~nj{TY?uu|J4hH1yCrCo5}o;HL+r!V>(eQvA7ZG>^Q-RWS!s#lR&relO} z6VIMklDC$L9U?E1>eP?rAy&jwcfSH=n&Q$pBJAE$MdCu5U*&;8>$8tNhk_a)vz^ z11ihXnCj62k%D5YIcD*Ifzo8RB!{^FXxlS$4`iCJEoO#W@4&~$5mB%d169{ZT)TPI zNG;`0@%~|cQzq^27QWba^|`2c(XRE+bHyu{W|bhGe>{p`J;*dkr-(1}ATl9QiY8)3 z4`E>QF#be-Co5~UonW)mH$+xxa-C9cpGIW5J~qB#B6hJ%>`d7Wv#rv6oeNf`H38sB zIx~`>>cA~-)PdsuKDVkVCM~~w_6gX~K83$EIGzemC8WZ7l=+=Dy4!WhQgoI`!VC+y zk>pRKS`}Qj8a)bHa;oo5gMzft+bBZxih#ee>NK-jir=@Tms?lLi*ddoN>{(V%GtzE zS_844BbT}%8yVda_SrV>1U;7BofBeQoiFc0-n+9QGU=|qi1hF&?j@LLZKuwAP$4nB zihMkHp2e_P21&$?+1S)R>CQ6C!F)3Ls|62p1JCT=e%JhE*%*{vkU8lWii}VsYx0N>jWX!h01}utBo$IgKM#dUq?X#a~}Kds<15K5o43`GAffeWAr1i z9(^8zS|}RvU=WeEm`JUFBv-Zmw!N^ZTKjTCqkX+O^@prk^y`;9yj%urb8$FlvQnIL zyjnod=eAS1z29N90*2=<*dDW{fV)1zlU}j*^|FyCUd`?625TtCbM^PaAPK|(7G}A; z$&>R>1lK3jLEu{k7;nG_Z4cN`q%SmcBZS7{km;~FLvgjXps0=l1fuay{2V=rm<%7W z&zLiM0X~f3slutYdATl`(A5kgJ4bv&;s86|1#Wp#US}&2d#o@75PVk`hvZaBM?yl+ zA!X%UkdF}hH;W>mX6S4AN%jNfRdz5b+1YU@AIzpqnc8^=gl*|sxI*X(z*0ec|HX77 z5Zq_iYo9Ym)3&Rslj>cM-$U5EJV_nQyH-DpCBo=y6Yyx$3NdKgLRYLgJlLq~mwuQ~ zi`FISobge^fxdJ%?$H3^8-=R&a{s%7e zeGi3oR$8Y3A+Y;&^{4!72Icdyq$eJ9Xviip2i_iPoz--SnF29e5IY%1f<*9S&2C zjY8iv2lEHY&r#V~mJ1wU^y4lYt$5Y7P7m`*-Lm1%v4E+(*Ixd8I)UudE)w<6YS3%B zmcO*dTV?s$B_CaBR!)n#PK^?VV#7>rd!T*6q9K%nj_4>Il9pGhm?=FK9o71B9#mN< znCC|!`@6o7pn|D?Yiy($v3QdUA@I346&IQC1rle9UJhCt`xC!2$>CnG%gP^M?@p#|FD97%_KcU8MoDpprm}xg0GQ zI^vH303?r?8v8FRRw(0}`>#M+!T(oFAFhwzh45X^FfYKfL)TKh?O8L>uaCMKFL%S2 zAaa!|$I1a))C+Y*Pm;@7(}Q+TN{Oa`whI`_@Ta*sK!OiU(Lr)I z#|28Piqpb$W}2;K^#AwD1G|d5V}sXu%Nu`cF}Ze`3U!-Xb*7i~{Hb#XP9|zPov5T_ z7soBn$O|f3)X3R_^b1#wa>MpX8~}_Dgz-VCBbt@6Pd**-Sq!UVjGM~C%t%4pE!Ob$*!t{QpYHYBs)0#OZZM@zlS}K}JqH;eg&@IL(qP8&UF+-l-{bYqnYc$)2|QtqPzQng{+p;oy+OEsGw^7Rtd@ zR=PyzsAN6EZ)WiFIzdwUqlPxEMT!QsHbA#xRWCMF>9P%m$Z80*L-*Gb=X<$QcAZ+X zW7~R1kR0^EhW0d2jE*W=7O`s4C>}3+(_lChqlZ!wG zcEzB<8!jOiN8zI90!4p(9qK@8 zOEePo0MMKxSTY3oKvTSD)VD_;kN2*LNxn<3D4&rx5sr?KS`5$cfs^#w(Cf{dAstbL z0nS-UKps_^X3K`9ei(MjeF4fb-pRq4XbIe~I(1b;$MfnSBkj|rEV}=hMK!#rI;YU5 zaNz4tE)+^V-{FQ{)8SEXm$*_HPo6bfbFabus>>)nfI*Q-s$3(=$EKfpDNFHGB(8U-bLp_+wAizNwR}CNcwP>o211;IXAbeTrt!0XW zV*6%m&{$$E#l*X#f||rshvon9Zlxn4wb`%)pAkhbJypi4^-18A>x+ikm+)r$f$Ya3 zb~qp&4n1@H8I0nW~tW` zbuXmFULE1c*AnVxiCl}bQVY&CQRfs9MCYdyT{ledpI0&UDy_fpbg*6MhILFdepPMA z;TC5pQyP=N_7Ur^dftM;4>lO3H=vK!r4lhZe=2^4*skyR5NHDhF$kY-t`zRZ1;G+v z6v2$*v=%RfHxfu{N@VM?iSP)mAo?aIk$(qMEV#XEY0Sm#v@N0yQcQ) zH8Uq$k29&T#8*n@W}#P?A-JCnA@pH-hU+Ra&}ow${H(!NYJWNVU{t2DfL+OhA^mL@ zC(R_59%6Bm(cJfJ5U51S0ox``9npfo(&aP15St?kz2@C2F`d%bY*iDv_@?lEP-d|c z9dP7yg59j{%smxyV1}TrXK_A-x1C2pyy*BnF3GaFqq|(mdT=!>alK@^)5v&=8MEh? zVpXfD_PjWJR4BzfaytDpfZIaCn!rsR#+Rw-019KC-X|Q)l-b=rG?GREGkBW@6y%Z$ zvD$c$cxh-<=qYxlCxyanBTD%Pw7%xPiLo(PrZ*uJ=`pmt?6B5j(mF9fdOIfiZ1kR+ zj*Tc5n!}mcN85Q6_Ili;pT_S8wCdxR{DdMnnvq`2(hd-UEV0i`AG!(CJcU4Ydq?+7 z0)SZ{dbH-s+b*?4@(^QZ@+pb{DS-0T+CrGJr#O`gwXg+P-1?S&!ykD=H-gpMtC-3* z^8HKAfy|SJSctslB97C5*#7WTX^_!xO5}=dhM0-}2gS2!N<}I4=OF>hgx7J@7~AM> z=_3GrszFe|Bk50`{p+|EHM5izV$#?5p$fqWRIC)C;Upg&QK{2aOo?KMbB+!=#_)VY z%0&wG`J`QuWQg5^hdMt69F8%36@Ne5z4J3!_KxB|(%1ei^d&_0FO?EKtqz&#rH2?8 z+(yyhkaJl`qeyg}of2I($>2RYXLM6CAZd=3NST@_IR9Y}eU9&5Q~7*=k7)w9b6#VkWWojk< zB5jCBu8>AGk1bZDsC%lp(Y5(PCZocVmxF=|VP)C<&_nPSekwdfX;w|KM#47+BUY#- z|7$M4jv_9kw!extHg>|Q={;yK&)iFp_3GVTzZ>L4v*fW)qDhD7-@y}jFl;qQM3HiP(e)%ucF|!(``hfn{lrnyShi#EX% zfy)MWhH9NgN!ebhDVb{3P@$zKXGAt2dVy(c-lFyFN>>r3c6dVH-&KwX)0Bf=)1`RI7Aad`E&0`fnLX8G{mSk};fkfKt$85o!Kug3neckg~i4@HeHrIpXD6O306CmJJ%=p{Uz z6y_7(C!9V)$}eR!?P@&0)hM~wnyH}d-v%uXlxn{!x@eQtb=ozcgN%q(fI3;+?MMq# zjU!CY0^xX4kD*vFI{EttELP8~s-be8dHNC8>2pj|^z=;~kny9EAw~N+P4wa`a z{a15=6VCdP(&QBOi40`KX{l4KZL@g=9AW6HQGsrejSLOZ6^U&tWRkeYxkwscOV#5Y zMygK>pp}sZNp`LQPUzk(rjN-D_UEmp4a=;D4|AIK{YQQEuqj)uV`Y`0V0=G+=?+9~ z5IwY+NlV=VjP$!bKF_|z2iQEL`GVNyEH~=L+W2c_9WThC0VPU~GjHM@cQ#mW#Xd&^RDlB9*VHY)q8K9eO zd2OQ-Yg~qYV0N{2#bK!l63zw4Rv3e&1)SxZE&8aK6=G_0y7FX@s_V?2`zM+`*!RvZ z5Lm3ufQn0vRM>gy5a&pl$`NNh;2Qq7|9tSpXlk!k%)1H>o4HRu&|+nf6%4ynee zA<9_X{yA5H>WdAKLqJC}P~umpL|xq=X{m)gzF&noh199BHI04y3BHx*TI}r*f&xe07CXG?!_qSQ^GhCFm zpgsrgi`eTNeQ)w?Ae@WbayE%=cv^oq&Ms?!#wQS-s8r>_<#M!3OAf^aB zh2Qbtc(X%_3RJk!tHWfOVx0O2ncl8|8SrAJo$2PXd7b>7I92mSkzKV z7_#Z3^RkpQ<+3n?CBAU_=yFgE3EG9)jB+ZEdhc1e@*to}secLLI`D^x(&C)usfn~n zaU*S=a0tB!gDwP%bj%J}yYzHQkEGV~yl5r$!qEdg07C$|AzT|$=~}?zg-H36{f;y6 zugYz4w-QPkH3p91sFP!MI4|P$ID(>cK04GRpwLImCJ;C(t=dY7X+*~12Ahl8e^hlRKN*s0;XYACZnn^zT*ku!@wuiv{?&wLo=17@Y6I&zlrR^0_+wgb<8H*JLS3)X; zk8Y8@EjZ#yv+>3ocB0uAy8EO;$7Y=Du5d{^>R)>s>CDox6K_F8+>umb!v(A{VSbc~Okk{HD+7sUQM4poBdIe>kAYV3CJne>l`OmTlSeT^}Ed-1iRWj&4r# z825j;3bFnc(wl51+Zn9uTz(@KKXwg4Le$AV!ov->37uSv#X@|Uko|b#{8F$f9Nl~) zdSMiSSo1`W8_u3_>qh!8!~oNLmiiU!bCM=%{F!t~m_LtpIdO}!?7-de_e4vz{Mu)% zTNAM@gKo+_H@?XazI(?l8?9=U@i^e5D`NqCeryR~Pzj9;4W)tt9)cp9B!4c~S=Pr% z3S_38SO=s`j})u_K($Xa`GHai+A!#qvLsB|vzs4x~3S?GX4F9O1x5cw@2O&N9pbEvTmb{`++^LnFf3Z{~_#o6S9V2de|nVANeN!-5 z%Yghv005B|V|zI4ZV%~daj6!RL6}!amVPy1pP_P8dsqn!@2-5^u@|akg~=*>BG(@j z^5`TYjZ7v@?-3S^KfjoVFV$d>&U*57O^5e}^&tm1=*>I9#d zF5ERUXZQEM(hxNSURYx}@zEuZxsaf=eZsZITUS$|k02 z&IX+j_lF)qb{Euv3J=kXm|P>5Di@3*r^h!B^Lqi@gr_>15tA@8&&Me8vZ(ZNl$lIusqy zt&mPmh2q+ftxOTFuBdc0J{4*@u}*Q-uOpWQ(THe9@P~_tyj9loxmagLO`EW&=;&!i z*FFod9pf!J6)SVg<1dk+^KuY|h4SEtq8mA8!;XeUM-JbNwAvAFb^V%d{4yt|E$ODU z=@#;eyQ{%cBhuUrUTd7By{i^q9YR9qMjFcdGo?L!wxpib_P4j~wPdpIsisjRetL4# zR8Rn3;BX-*FPB?q#!mHJn7#8*d@TgyQliwmbANd55c=52yp<0?6 zTb3|M6m|#p_z3-LwcW6N^C{>J&}slK@(zP30E>=*tvJj#_i72iZQPeaP7>NAeCNpm zPoDielbc9=8wFv^vz=UqkYk|~MX!C5)pfF#H}P%L;NX+)0%a18qpSUJSjsS!=Yr>S zN?RXnceM$G{BFbt&XqmUT!aDWt<(cEh+JcmbXE*oC~WPfKBCFwrJ;T{XB!um&1*uC zGh9ZG6l%RVDNi`ItW@976sy=xz2YiVbxE0<^s)epsF%)qD3iI}xGLl;4a4K4W}ZFM z%C8%cyH}eVRbL`(+s8* zDedac`)hYw^iYTwh{Ww)-*xqSOwR>$j(<)AfAI^7t>mFKZ1ALOM#I+k6#KFS2oxqg@FUw43`9BU zl7Pm@6?4mhVmi?nFo!;{4SP5&F#_x02kGF(mv|M04XldbqKPFwaY{hkH$n3yQvavW zh*csB91Iu>=&v~z#Rvq7=ri8&ewvhnd=(x^Z2_#;%NVUf-OJulLB%8{td0)Trf7+q zVdvfUZ_jcNNL;rU62qMVL|o=f)DCXz zrG#T6w%<9N5q{qV_l)eK)!Y?D_V8-oA|E z%gl&-FYIPf3tLDew>qqO%(fdfAS(j#cEcJ5r0-k0L$2}PgXkP^GjI9-Q%%3-r9QfG ztIvdLmI&*$QQ3ig43m{F=)e6dc35C-B*%44>jDlHTy<&$M_dF!2_*)9RsrLZvDR}pIoy_>Jf8-j^ZlW#32y(MN3wAqv(QtUGm1v)`) zKidVFj)@rBWs9@L3e+({+~M>3q?QZ>ITh@r!8n4wGT*=yID2bQ6vs?jZgdyD+33t^ zwgv3mU(O^bl!}P}XD8=uJIyT~sd(s$gcG#)XUgwkmdO6uO|R&!2mMxD)w3PeA+<4< z_xp$A{*VTvAg>%ou$c9XE(lAYOxfLPd^81$XY#Aqj84Ay*(l+f@}VP?Y2HGX>9P@+ zOI(!ZYxonkzH4IYpJyY|_K?J%Hp-xTbzTE8u?%mZm`qvn?E~kxkzZi_&-}M_@|byN z-t}T5-6x)~lxQ#SSPvA8-M$q+Ct0?DJmBhv72C)Pxpy%eXX^@B@3)z!e*O6&3J6YO zw$kL^jvUgwHX;cFhkktj@?t^yipCB7I@I4vvk(4pTARmM_LB0Tt^RIhgpyHsDNGVU$ zbmR3^M(_7YHZe}S%$C|qwI1PNQ8SQgbs&Wyauvn|!osrdROL$U3EHy=x!XUyFOkdok{V^|M2dfUZLX+b%>ob;k+g9`|43|903! z74vmUik}s-2r3+9-8+*8mQ}l$f$N2ua$Lhtdq>z?N}34OuuW>S45AC*LG#8f9&q5- zG;uB&3vl z1>ug0(Taw}3hnWEDt<~fzghHv1(%M13V#u5HFD;Q5#jbyP?n~`QBVQKk>v!yI%u76 zM+ULb+ba2gAf-MAAlt=`;!tLhY&<(!CKVR#=)us6Udv>VW)I~at zHxj(S+OA3CFl~!adRz6%&4`%_*a$Dc$e2l#Jm2qC2S4JoV7()S$uwsoa&Bk4p*_ln z{eI~@eAzhZHaVE+L4dQwiCUhU!oEcGHrS+l8W#hD+Eru%ys<7a<9EJ74*OS60N7mW zW~UlcO{<9Su9&6CCeDICyuS2C&L4a}?avq*wkIDdp=c}io6po2 zo3E&}()pfgJzIcx!vr*nE41#oeLtRdLc_x@Bi36nJmf z=}5}zcXdbf$*9bI)$j4zOVkjdJvE`TR8?Xg`#5lI)({$(x={SA0HK-XVPu<@H7j z$RiWCCV?R8AyQ5DB@n=dvm`_5x4lHf2Q~8yPOvj%qc0(}K{c}3eG3)Y)WU!>>vE7F znZS34M7B^1C^*^vTZyJ_cG|m0Qh8zP3vox=1+(Mwdtr4bUjdZUPA@Y}yd)n@egVal zS;fmm)$6Mx`7m^NVt{|Dzfk$)2=`PKIyWgt;a-6eS!*fQoJ6QXRuw3-*co(?w-5Ga zsyG)%eKxf!v-mXF5tvmg+-_p=2H5KY!Y?rU5pUX!UQ~o&fLBX$-`_RW$kEo)G zxXu93b9W*ywYasS2a*LvV^=gghREbB4pbq4`gmv`64ds7P=Ca8YN1owXSsn@Kxv8BSZUc~?j3r@Z zg4sG{FV(OeD};RzEUFsJz#EBEN3C7ruT3noNFR=V(%ACBc+B*PJjv5aczECu4RoxQ z3H#dO_jx}l4to9kR{pB$hSIro?6!eWrGUnYh1aofYXLRUUov<0m7o`n+jDMmGa7XE z!d%KoJ}gD7_W7^d+&-ljz7LHRjV})B>4s_6Z4?AVdf)=&qbyO~E)T*|v#%#^I|L}P z-#YO*&KS9olzvEkBUplf>IYMm;v$p*`ec%8ipt6cM@YB@Qt!&kL4J*7g|ftOR&>fy zEU-OKtd^In_Z3Y(xR?~c8poi4qA(8!Gi5$j1jSz$h;D`5IekcCq3S;BgQV;V(C5g^ zDvmzYj#Vgg4pf8hU`0p9ss!LiMXLR(YD3JKVXU1)+L~y~7Dg46WquK2ptQi9H7t!% z$}3l~$bsM!^8txB=XguAwD#4yvoAVT9}jb0udSX(^S4(>RV5~M$lcsq9wicuPIoir zQ+Da2D)2Mz8ZJt4w?Y`Ab;FF_0@SBHp}J(tg4g1gMLQ)k?zu&bD-W6;GsbMp-~n8m zd$omm+(y@48^Or~`%d8lDYz|WxvF0P%g{9MaV4YRWb&?AIiw0HbxsKqBKI2&>tGZ& zcYI{<3G3Ow6XGn6ET8^5`DU8tBMm7@9KE zAbkwny@_O^92r}go;%AQ`7aoZ&KMEThrI)DynNL8Gb5kD0+Ajb9&V17=n|b#~K6|tBugk`Yn5#-fxDy{r35plgmN?ked_QxU2_| z!|hwn8VnYf`bQ0S!92bhvdJm}X=B~JG_oqX03+)#kJMnnd!r~C08;n^DfBKd8)rv zRk3`2W63M$->dG-X#Fk!Po8S!3byq+nZHipDTSlb^pfOCbL+P)-1ZjTc{czIuy-JbciWe>hfGch9Q^dbnqKpA)3a8F zp%S=kw((tXhA`7d@>K^Lx~=)wr>o(aH;%TER(s9@V5kSAc2D{&zB~|Z&;bh(3X%2^ z`mGE5{{db-8-^@7e(I4Ed6t*f*34_0v$iTG;6&It;!Mm;w~!5P+rYWC^ROab11=}m z+&spPW|huMzNW%)Sx+|o$qaN*QrS%!qkZnoZ@4stD^$gkCzwsYJ(zcx>g=Uf(fh@e zZ#{cGR%&HW)taGhfif`+$h-HjNqs-geBmvMBK$vq^Z(O)gYI14PricbB2I4XgHJ9J~NXVPH*;NkaqITmcA>8N{)(_O#&`?W=A zR^_E1ZmD`VMcV*)exm%o$v;w{K*KkuqL)n%E2J+D5}Ifg(hr?{MNl9j(+P{0<{-~IKIMz&Mnq0j=J`+VOCO(R>c$? zqSak(U&eQ%n+;gv?OtKm>HHfG58_?mypzKjMSza^tTC|}1*E>d14gbow(Y=^)hTd! z5C`9(9@i5`gc{1?nqViy9ZU)t)zRz7tVJpi}o``Ikk|`k5^@pu5U)~vJ`d0weST2 zReCD)gxUDC?`xeW%|DQBxsqGj@z*vERt7UoL5@owT1J-B<;GMN`me^9K9isrW>&p> zYz}9D6wtg2z^@1{f_8Yhq+t~+k`9X40cRpm{M}bU*Um$x4Uv{^cCrCtn!Iq0a%4n< zte6BUF?k(e{imy7rD75F{3|ScI$%xo){Uh2ooC84l`i*tY}fm#LL;f9XqF++xrRM7 zkau*~-3>106eW1*_-TWyx@GmY?XEfGqLNHWnh`Vx;796NDJR<-muJKO2ZYo&vx`+` zPeEc8?(FqJdxXuG{KA&#%LT!*hCB(>CmOzXgW>-zK8J>{np6nIJZh2LV%O8E$_p}8CJg#h*Z@q zF*J}Nm^{x;Wr{+xqX*r-|BAL~*{cta?sCT>&4X^i}Fp@_%LEfwnsQwTwc zh)e1GzotuVumj=PGcrhnt$wtS^M>{jeG6e3>@Tm)&ycsreLrEt`SaOVQeTAk>`Svx z=d=0z892j5WDZf}FdHO$;AF|=ZmnQ~w0f?^TjB~ez>4IF9Va+={;20DpWjST3dgYvYxB11WLM8Ri4{Aik-$k= z9IMn!)S`~f(CJ!Fc@>Od^O^%WH7K|VFKRU8YX%SYDAk}`Mv5Mg&{axE*cB`TXTCe2 zgLP7$gH>e{oCGcbfZ9X{Z{!CgK_4~A&YT%5=euu7#Z z9&BufZO~0@RuN2UK+StdApi~#*aG62APSU7D)A&PNIEG+&FY%zR4j%xOdL}QjSz~w ziq6Rpiob|*{oudgah#`=2;M%S(=)tf$=<5EvAXyW-|=fuB*glAE$4O6Y|{rhaGVb- zs)=aH=3bzw3QdKao8*r~*H_n0GPLH+W`~0Enpz>BcLQ@(6}@jIN_fF=y6*TP3hT0? zalsu(rW64iq{fZ-|5os3lS*3g+0xGB%2uNm_)troN)d}jj_0|zrGI0`$6;e3{$r~N zaqGZN_*EbigI`vTL-coIv0g)Hr}PC>({!f?RZ+{IO%pvB#W%%0Qi&d>6Lia5Gd${yjzBNRl0bC8TV<%1(f)Xv zs`60PO`YBo1qHG89LVU3!j#uxeMasKHix( zJP>SSH&~-(#1Z|v8j1=af$vaeICHkLLEC>w$yWy{V#-RoY8fUF{8X*~s!_&#Sb)6% zsc0=m#@ynbEJq~7Y>@*fyF9)E^TZwK8?6cd!aF*6rgEqZcJU+<@WTN%;Z)+ z@b0t#t)Sjdx@fya{EDlroq3A&Q62La#(K;@9ei7^@9WbW>wBtG$Z1Wv zBWEkQ4|;tAYd=ow`mi!Qv8Ys7W12;<`rfvF6UCvsSq4lqwL=!J2V6oV$nhG}wB1d? zi$WRZti^;%3U%AE`vKDvkWl+)mxK*k_0)Y|8J8pJq8%&oHY6mz#732lT8Q#w_^EI7 zMY>MpySIu79w1FLz?T0;foko;zsk^YO)5_Hzi<|0af-l0q_FqQ-c&7oGPjXG_JYU%o_Uq~I4!at!p9 ztCqg4D<`5OE^2aZ>9TpSgcvy%m)e3z&{6F`?8Ar#AH-DcFd+GKiolYN#5xQ_$h5qX z(4~|+3PJ{Kn2z@Klv|gv$R!ai`^Xrv|E82Jo~rU6ufASk%30uG$do#?i?lCC1G+BT z2FgFUZvB_@!IzmFoNGHm*K>k$zn4kTI;qltUthw?KK>zRjWbsg3S<8iM~YSdii_uY zb6Bk%0jGZP{lFh~6F`C(hfJbYJumtq**Z^3DguTDgw~pZXBvZqZWQUP^mwUyF{kh_ z;;mgBld+H*thh9o&WcSV6PPqpymwxG>aaL%L8q}E-MhO4wHeu@Znm5&Or5gB)H~;! z|4fKR--ELvXCGxUfXr19G5SBnAGmKuoW?hRiuGnw{wg?gc`Q|2){OZEd`>4=?bkAt zymhP)ox4}qX3G5N5{gy@i1W-d_7i|bTfpQ+g5M*REpLzIx&?U}c-x03M)QkGT0ELK z850ta0`mR*&GU734ICTa26DyNBI!r=%kK()qmuTqD}oTu$EW$9Y13sgY5F@jXozs1 zjr<2U<`YzDf*|;&!g27@Ck67s;FUf?)#UuqrB?izzF`FkrP z{}06AI`@miX@kijB^KkDERIb=72bK-USW3K)F3auvzFjRpwb!NJm`;yl&(EJ7N#BQre<2$$j&755us1E1yrLtKVfM}^CJ0O=m#lp@*N&XV9*$W0sd%bYoIa!Du z+Noxi^AGUp0-BWe3_Z^T>)HGD=4!{u9LV*TSqwwpK>LBCB z`&(YWdcolO83e|8aRT@tG@CtPv`E86$7o`HLx;*8QlCOq|6^Xl#IfByD{sZJ=HDxS zJYX{#r;U|UzFd5&kpp-%uJ#KZbe8Xxux0lV`pRNXY>V#<$>K0%;A!4Mn@o z$8BA(p&e!Bjq8;aAH1C`B^}u%9ovW9ajjj{G?(~QN^uh2J0{t7to)h*%v} z&rOM&eNrAPxF$zE*?;gh$^B*Fq+)gs@zdBQ8UyC|-z%hqF31(TTrP7|#)8 zT8EV~+2_{4$k3z02*q%BT`us2S020*y*8B;quF700i(4BG9-w89swAM-v%d#BH$~H z3>#cX!XXlD+_Vmf=kc9|kIxKum@|mby%FkE%An)d3!HBI*Y^;-2&unQr?wLsonVc7 zD$1Psijy|$lF&I)cNgULmO5y#KOU4DdlD)lXcSVuAT|g`L34Tz3ANh3Fh}l1YP>sd zn6cXOXBGnE2AJtqJ(`u2&my}m@za-CnbdU%Em&B^hMD6JlUw6d68(rw2k0m0ualyT zNu+^^(Vb_u@ch>^;J;BglmP67p`bfuC9OtKNl?f_!2p0^{B6B`!Ee7$f*O5mg5*6( zCm9?Im1Buec+v*z@kgqb6a4v~ag*u5@j*=jOhC%AdOe+mB70-=opX~x&z@f1C994! zvfRZ&$l|62ylc#k`nh2oU_3A^2*x1DnvYE`VUZL&_Dw6F@{ldetE|K#hFNJLepI!I zM_6WZ;)Qj-baM%{3%$aOLM!OqlB|i}GBd$h!+pb}dffE6C15GRm0)p|#J8A{ZtsUY zkK$3_|FikJraS}m#MG5qF4i7dGpHa!YDolWEmr@fmF4fBxjMggBqbzLtY)%mK5#4R z6EIIKZ0IOOjOD5;h3%di>{0kf6Pve(3MR|O_OSmr&EnUL2m>cVTq_>HcTduM1mb!E zIT7E!%Y~GC$F`+T_2wm4fLp1CklFf{0pMTulS)1cD^^!@6;~u)sCr2q+`HCk)MF$t zE?h{#vzj@lJ_v%)^Momqi0;n2nLGsg?t!2A8tz+cHxV=c=fl#kft_PN z9@xh`#u@KU3f;>E#Nqub{fVZddn01@CmGjpXe;{d9-B3P4H2uC;Dq zE3YJMkh%>_&t}A})yV?p%ZTo~?2p6k2Gv;}%9B?TC8S|4ARdspn86=WIp_35>iY^a z$Xy1J6%l85LL7+H-6eK7P5POXkLk|lLP~UdE-S-SXV@J82lbG`8lNL09l1C&Wu@xH z_^#UEq2!M@2kRGGcU6so^Z1+zoL}DKW-@lNoFU01%;P&MN(a zS>L@W_|ge(I%Uv!=;dPBV+2!CYX^CSOKBwZa~|te9aZCr0cFE0jVnC#oWk8 ztlIzm;9HXm*`x>hH;hsB@6O*OI1x^Or_?}b_@W3lvz6la<^at!vFk*~L8dFBn$y}} z{wmn~KQ;>WS4O>;ZH;^uEc+Sqy?DK|>o2-+m{sn@$-RCA4t*6c!`8;CUH_l9B=Pxj z|3a;@*ikW5);#!o5zlPY{~c-L8sxOeIq3^U{fH$5_

H}4Yd~wm?%iwxGk5BJ>HmJ1 zP78utRA*Pn`R(AQ28&n&cC~KG!WC)iN&vA`0}iW$*)|>Jqnoy_A}PDc_IQl|YJ}8W z$)nw3Og{V*X=PV>GFxCzyJPt*x9uDHiA1S>+BTa}a%aCH?^n<0v+;xTNqQNW2SN`$~KmhDivCC}I6(ix;t9Yw# zwTsbpnO#!K{KZUxJ9Gf{QXsbNxO~09W@6xPbj~%Oyx1d&NnK3{$8zTmc~S#ksO`?+ z*A&fyIgIQ2X&S{P_jNE>`mei$h%3X&nS<_{)U(I3+W53kBsa-krI9rn@GQ$=VZLC} z{}pi(-g34cs|Ubk1G0Fjx__i99Uy>a_R)6LwMx@MtfA_6Z^qJc0OS*4hJeWKpdyB; z-B^L@?TW;)`Cn&ktfc2Vl94#SdiqxVzMnr-o1P->*qd=bP<0TlZ0WKurTP$V ztWw44VRBQAp-U;a#8tucZoP-rWz1W4mIVHmtsLG-hL>i+dm4GJxfTn zK-uB{Kb*n%Zu(qYIYyq_F@Eid+0lOPqUjy?=q!B%jXUL~oTO4_?tzdo zG>UX!v4aluA0R}`htAwwNWQRL6s)tmg(8`-2*qi6G9)#Q-8P^DlenN7&;&P zcruCW_TWnIKX z>}7Jbk4qtyJ1_mf+@rLwT(}wmurlZ$Vm_j-uVjIdWu_d?ll9=sa#< zELNOZlg>EJa@W>qBXI1RsFoTzv@b}V$DsIrn8co~#^gsl+Q0e@EAw z@SrtM$M4Bk+IVgl`!tcnUbIZq%WftB#DrX0w!56T0?8Lm)JZ9~?&LsJ1GsoQUp0@T zxbhQJ6E}TzA#Io?OCvOq1Qk4;xY9>@zUE~Eg+m=Zjs?8EQ@1bx5tAp+(+d4g%Zhh+a9-R0!>WL zdK`@a8J2x`KOu|f-zIRgD+v2*6OWFLNP0O((tR~b&E&CFSK4R97{kf9NCQ`f{led1 zmz8z_5?0*Y!sl8rcW-2#(A)9@Rtgr;XlI!_y2N3Z zs?A(!CmK|^zE1dkjYW=yn|Su}KAf!GEL^8d)a9j7dnVK#&67@(ZrpiQ(7@kZQ0bZ4 z4KB3wkXm9o4*nmiG8gq>+~+v*v7U@3oH?R)3-lAI2nJ)NlE|KZQ@(!TAu^G36BLCx zE8oT5v9&1={OxG#@rWYUd|46txT39Y1Kr<5Bm{iXa%6w1rQTI$KQmip&mm6ItzaxQ zXpsZU3z8<}1yb=7yl!L+u$@}Vd=u`YR(*%H9GkUb{6P5PtELd(3F=wKwd*b|Qwo0Z z`IOs7DNCo~S>>EHGebg_SjH4yG_qKklf?8-jx@2ki$~D{El@5@>JtS0-X~f+7=Hg$ zia$f^$GN;3!uIg_8#H`|6}7k*Gvz?kivRI%QFfF( zk{WR)Zw|%==9KIhI?a=~i2QgDVVT8}705;}N6#+`DV|fmv+_=ntc407S|C3J7-K4Wa6Qrk?BF#zXL(E8piuQ$G5=ZV4;{^drY zn!Q@{9+IkfDfS~5q0)3}ll15u?HM?nY18!|!3Qjx#FFf*X3h>(j<|m0amn;)zn3AYwI z3<&A^W|?r~6@|4L%$FA*QC^p7Xeibb)z#YYpc{+`15m%*Zfi*Mz^zvFc2ro#fd_B@ zIO7{HDI~S=if0F|3g}kCA+=l=)w&M1Yz}Wg1C6cr2RqSGe$N2UUEHFl@Qak=B zKv4WV>j=ayHE+&qc4&e;i!<-&RWAko8^Df8t(OzK6stNhH0=f{Sy_X<-ZYFq=MqP_ z#!lH~EuaT2gAVz>`xj-?iTKD&J|xRuxqF#b+rx@M*DokaAMzukx!n37!N;FaAUCj0 z#1Zvo#^Wqu=2OkfGOxWz$CRXpRrDYD74#B`C5d?M2ANCI_3CaJK|nU`Ny91#Kk$7F z<|MHblIVVG??_5~93SMt_3>qNW(2u?20m=$&%a>G)%LDXF~vzAKD6qgRPoD5_<}6J zbI=3e=@g)m^N5yaQIWjq_9&Zpr^mPc)aI>IK86+!S4$< z;~h~}*!lS=^D66yW4NNq(6M>gCV4P*_u$EYe+PO(reZriue;Q?8|BY|+TxwB7>3{q zW}w&(4X#F-{*$jTOE{N_$4|f7+;+d5wXd{npkGD*|4lOMJim>(e8RF5?nXXdWQS8PrFIFdW_Q%;I)~3?=UMQnj>sQPlL0iLO!c!?+pJ zUqSpO2WqNb+n~uoIEjTglu%P-IGwD%WOi}v1NDVbyEIv)S2efb=3(&w1sGer zSsQ^W-isy)V|I?;MKAs*aOtEsfARqhV12o{S@YJg zQ}`=P0OH{hkI+ zJFfxO&YL{x6-D2DO4G*oqMK_dS{7uQ?1v_{TIe1Dj2ip{u&x|*{a`P=e#0r;SmQ+4 zi*+{2!gb@|!^K!Uuo|nqd?EA#5>1v`rJi0ks8ZPfY~`p2fQDqX5sk5adLDpCRge0H(4*D6I?Sp~ppG53GSS;O%Aq-ZzK zgj_)++J3s;Z;wn=SLT%sK64pSHwy^#4-tIMa^!cL>HEvsMHpH`E&?>DA*q6?Owa*w zDBB}8E=@(nucrwtO3~*dOeRyFxo^aWhqOHwxpnm=R+$&BU3u|eC&D|MMo(>)u~Szz z%FU-~OJrc9T9-!dGS-eSA|8FSiA~@UjN?=Oa!~?!;~yH4r>O#ySONZ|RLuCJPbI=XVghf z3@xAoUeXq6YP_DM=5@4av_Dq3k8#o$14-EP6yA zE2+H&tkuycU`xRHXJu8QM?-JQRjKpV3+6`L@muj8GH7Guo7fj_ba}1eHz)agf2MpM zP>@oyn6UA(EUmaq8(=!0=4NF4@Z#%4&yDQW{7|i$(tWN=<52C{GDLx#&%P{`>bRSA z%s`ph!;I>?n$0DmBEYg3T7@1M&hR3Eg#Jy}%5cNPlNdKfVkAIzcLtwIfA5Ve_*$&3G_kZWkXB2Ov!_TK^%lyxv@)*XWF z5Q=_}DKeO};so&&UmA7S%0wS!O5ObOC|0;e+NtB!k?@-uPI2uLa5|j?saTL>>2Z5Z ze_P=ZH1_c`TAl86f@BBc&va)s2I2Gz4y5ThpgeC7x|twH^?ua5JFL)`BV=L|dE6-I ztlU@nUP!VcZx+W38crGQr@nH6iuwQ+5QmaQu<&FG$-I|71l68~eT3sOV!xrTbS93V z8H?Eqaq%b~Ax}ByVcn!m@%B7u*nn`7IpuNZpr6=iUlzfQ0Bm`ZV7624PIhF-> zC&2kVD<~lFF-YkW!t>9!wiD@I&NIS_#INC)Kuy^FQ@Z3OFOcI50MjoBI>HlZQ4Z`# zNcvN_pBN1$$zNV=w12e>dE_XZ@wTjS^PpFTph%7e7tYWM76Uj)_%?xQclPliWQ%wn pV(Ji{+%>0)gbd*ykyherHjfWB#O`=Z0OczGY6tO;N&9+$005aAc;Em4 literal 0 HcmV?d00001