From 73b5d6d78d09b31713e7d03f28ed7d04abaeedc1 Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Sun, 6 Apr 2025 14:22:17 -0700
Subject: [PATCH 01/15] init image input

---
 .../samples/agents/image_file.png             | Bin 0 -> 183951 bytes
 .../sample_agents_image_input_base64.py       | 115 ++++++++++++++++++
 .../agents/sample_agents_image_input_file.py  |  98 +++++++++++++++
 .../agents/sample_agents_image_input_url.py   |  93 ++++++++++++++
 4 files changed, 306 insertions(+)
 create mode 100644 sdk/ai/azure-ai-projects/samples/agents/image_file.png
 create mode 100644 sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
 create mode 100644 sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
 create mode 100644 sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py

diff --git a/sdk/ai/azure-ai-projects/samples/agents/image_file.png b/sdk/ai/azure-ai-projects/samples/agents/image_file.png
new file mode 100644
index 0000000000000000000000000000000000000000..50ae6c65367af30a10642fc910cef97bfe765796
GIT binary patch
literal 183951
zcmdS>hdbB*`#z3qX-cJ1Dnv=jDmzq0JJ}>7D?(&%Dv=o#6`^c06WL@$QTCoi_TF3H
z^Y;9_kKb{;{)C_7c)ngoJjVTgzg@TMI?wYuubYRo)Mct|blWH>D5$Ppk&vaJ*qlQ_
zL3w%$C4OUlV2~C6Cukw5Y$0cI&%#>MOqb%Oro}@e6APpJT8vh@X6E-zjL&lLaGX8O
zsBdBM&|HX<^TGe`1so=3dYnH)C93ctTOVGzZB9W!Uqt>}XIyP5O0kZD;;O_&d7I#o
z4r}?n{mXn4hU*5mux*>;@Z7YI_eowU9dF|S-e!BPt2M{E4$x?OUGn+#ZI8Y8@i{vC
z@kh#EpFdj9^hEY`_BccCPv4eOj*-;U=8lz<hxM%H0`;s+tjbsS28xAAKXU({pYPtv
zZ?o4+{O`|_R_eR|d6oOmov%9n_cc0JZ%0^|{^#d&u@3+4|M>|#!jj|hKcDn{gsbJ|
z|9;ZFXFrVp=X03OoV#H~^FJT-qDAxnPcJFqhT1wNCN_Z|KYnc4y7i*6@`3K|Zoii=
z*B?4`NZ{PL2(53Pv1&PdBO@a>)NZns1o7NwQpvZSj`lDRlbsyvI5*N&z`$?Z{<Wvf
zm;Cd4ui2m3RNad1--RwkQ*XJoA1=>5(6pT$YG5<HetTxs$Y*qRxXET^ft!h$d2(&l
zJ~BGGsHSH3^XJc5)v|dEnv$sW^!nGwQ@==ROt|fmZrHS~BI2@dY4a!To5~SIzV8FA
zRvg^dZmFoy(Th5`S655t+RyLw@bE}UO??s)a^%|U(;oQxa9lR4dTwT1e2|Hzrl!r*
z->vw*7s0_hT*cPe+uLX6<V2{X8^p@Ty^M>$a!)Eu`uAX6jLq7LV0c6XdD-^u+nd|k
zB2=@?Vr3#I+dDdLs{Il>#l*D!=+UD#%X93V1<t-df8J<rX(`0j>sGv$%rfhh{$h0d
zyUrOor2zLUW+eRBx@&7|AI=QO92PX&xVE<T{rmUo%*3du<GH!H)roibEruJZ8XFro
zDa$e4ui;&1sI9%>^5x6^tTO9y<Cj*KW^2O4H)m#M9>{p&`t`@F6O+?b=b5>=Yw8tF
znr*AlTb}qMepuLMSAS(lam5=>^NxHm*KPVW;hVCpMm_CjhxT2d@^Jqyzb*AskeSPq
zcl;(=?U|-Rc}<<2^gDO%WL5aM*P!9!an<;P%!@*IzfuT0F3G1Em$>hK%cUunU#?($
z_eJ8J4C95tnD;XroUE){il0%_Cf3EgFuHe-rSkoGU*~_Tv{?HKDk>^T<8jhq>xD%`
zY7%arU07NQzY%yQD?f%y)%U#P(%ye-%bZdnLat588ipN>4GsH7+cL_^7@WQ7cn$vE
zcjnZ{FS*R%7+LoPKMx;1yx_6txb)|HH|rDc&>lHw^)x;{zI1+Oq=hC~J+EA@W2PbE
zGWE(rkFQEbORDbn*X(y#RQkupo^RN^^J|gV^rM(12Pro$!^YEii=48k%>?7Us!;Y;
zmh)7<T%J5hu^v|sK4-mia&l57gIyzESjcL`-S_<3f!>NYRds7Tt8TA3HR$c<Mji(Q
ztexDdp`n2g-Bz)wA$D<by1)6e9`$pE^Us@`n^iNc&CJ9?ge<FLWtbNh7QWWi$r&c>
z-u*(8q!9V1Ap)lBD_*mU%gg&qwdv{T{GJ<a%XD1kBXP}{zp!2{+k)GSJ&rM0#C|`b
zs>rPE%Y#3E{%97_y-1RkmBk)>!f(>~d$OlYz+zyR)AHzl;qu;jO)xk(_=cKfM5f&=
z+r7%*t*&C4^{Y>xKK(t?^0_GW*|W{9Umh6NI|iv-bo|mP?7VikV0G>ghem!v({fR9
z@nqHcf4}i57qKU~O}i!1j5}Jdq#t9d?ZWku9jR$M@w-rRPW9&PmoH!X`TIY`sxb=)
z9N4_`@YirjuN_W_R^y!_0TTQaB&vH#ea>Dx(~JE%F+DAwZqTqp{R>M~s7Udx^Q%uk
zd|=G$q@|~SJ~8ny7>|QuV!YrVUBZbp?xeD=Tw9mp*I)l$nCubKc=fHM<SxRvIo*(!
ztOquu;Z5QGH>w=ZR5@s$FAvm2D5vUd#f^F4Ps8;ezSh_K$nHIO(Blxl@oyJuQLc+V
z+Z1hV1om^N#y0U<OGs?wd(iq6;oIHgd%m>9gXYh`fWF@nGW*@Ge8+*N<o6fL&qn+E
z?@dt8qr-z2zjrUXa@_vknn;pH!Sms!WbI!;yaz-b1X!ek^-F^Gi{|cUVv@UyBp<uw
z+SRLt!Gh*wU;DHvD=U9R2H3iFs{v=bMuC$L?vTE}>U|mY`4x&gckXB_26~TRVX%gN
zDXK}Tf-E_|l&@XeHaFJcg*~f1+5HXq^-Em5j`TLy_1pKK-X*edN<CLV$a3gudB7>J
zOCi`0-<$H0?O2C?)FT%%g^X}~uTp#!a?V=o$IIg?_V<72oDmQdJj%?x;p)|^1`O-Z
z+fHq)i@qryBNf7B(kUEKk9?$o&6*Lbq>ZIne5CXwHMxO9J=YyE-=9TmEG3xSYkuZl
zH^<qtH1UdwMaczg1{0|bTeoca`uE2x<imtHOOg?h?TU)l<6c!>l`I{LnPNKM)Poo;
z@jiHV7cFg!=^@-O5@7m!SFy0K_`+x8L3ZZa>LcdWcOJcU=FFLgL-i+B3!IK@r{$2q
zHEuWRTB@zTu<`qnJ=@TaF`5%nzhmAz?YSuz`LnQa-QeKhm8(}}Y}s*ZIaZ@Z-@Ir)
z*-UEHe^jVooNZ0f++a61vK58O#b0j+3fNno`+L@J*uZP7jYNt|ImW`mBqE~LV^zAw
z&gN~yE+G;96%asXH}ji{$;JNnUVRC_8q@B}S&X$G6crVHXldyh5U{Vdu5LFCjSDWl
z2eFxHH5xP^azZNjD}FJ#JYHZfYQn@k)R}i~s3|!)Rh{DvGaK8s4C9U>WJk$lNl8h~
za{rUfnWow=g6@nqCf?byeLKzT>j7-82*z-W!CICCg_^tNRf=KKcd_=^H_yrqu@5Ac
z=SKew4{yJ9>lPCJmf}Ovk&%o%JbO_!1RR%mjJxvL?J|$h(HYES)9jWhe8;WrR@tVW
zYqOh{Q+@C2kdP2=rxlx!uJOUaz+pZV<7b~ge=c7tDUp!4bg8JTi@}%S{QkVTrCCFV
zwZ;Bs+;o0rdR$zbn6Iv-cVOl@^S&MQ!Zwc(bqAtWjF5&Fy1h8%U*?cHgsl5}bkqmY
zSX^7X=Yk^B7)p4i^*H@ldzQ;*y($8ZG%Q)&hbQq5ty1rUY(GBjIezWK^*0;?)nOYx
zDkXCqbKA3L&%{W}*<fMYJ!Q|26r&hDoi8aX)1LbK<1N1leQSov`#0j0ehtI2YMcvy
z|LWvAt<qVKwHJ2eSW717Isc>Aa9TXxn5@BR@RM7!Xk$pskFDFb75yoGCOJH_n3F6U
z<=NQ8%e!k`YPZnQqZhS(b@lZ0@`lV7CNyjGHwLgN6akP}Iu&GRR``;Q^QXv_ZMdVO
zqbA)@$zq^-9bWMyFHhuAg0kJrz;3BvfyW3%MtqV@RlHI%mq9)2X^s5D>gwu?Np~zP
zc&tWSU5|>p{mnV89VloXeJ#B0$B(Uf_VbtC@jZ}^xI`s0a_rbK#$(4e&X08zBWic=
z+Qs<e82|1UC%ONt4Xk^&{R|eAJ6<!|*XMTd?7a^P@rrEYpMYU<a?Xh^4KO>*)LhOq
z>)qB@8FI?Nb#Q##7q7aD?H+7+rF-h^tpoR)BCpca2tOEV&$XrbeDBwun>TkMYBz1)
zPhM4;r1coPcNaUp|4#qr66dwWnB4~Q7JvIc|4PPp#U0CjU}Q9b%3f4eb<3tX`e$h=
zC6c#TqDnf~!`~MG1@_`SC!|7!Z|`bgDQ`fWN}8|Ajx7Yf;FvksH}~ruf4ELYUS3||
zvmc|a>8B7JF_!O0GA7%%<GSSK%i6u=0dIK?6+`D8*H&z6gmYfMehmP$>$Umy_TDDE
z;giFnS%iPc18jrvV{xvoo1$;Nb9=mDvlz>(I3tt$_qSSGTN9ur{%q%4AxpNgj+_%e
z6W`I6=F?N}*irH`@T|g~4iWpglKMEghRW%&fdTiW+2IJM)ujU>c051@ZjQ@yTdDpb
z=}e4fbZMd9={Ki@J-^J>m~A<%+Aj(WREo?zIZ(r_sivjHw4Yt&X+yly_F=%MkJC<g
zK=Lm;+?H|_nl2pc@A6UQC<6qm$+0#`AGdz^usWW@dc1Sr@f<ZZwVQnM^Z1*>CGC{7
zv=T%bx7CPpdc>R{0QA*YEc&&PTd^(3;{3*C7Y!p#ll_%)zm7#7C85g_xQuyeW>7or
zMdVZu?k9YDD+M6M@Ba7BZeCtqt@8pxLPc$DhdMhu5AYcsKuUE%CD1~}+$60HR7!F0
zw7a{f-_3V?2<+|QmL%ZuH0xQi8-R0U>^GPX)*d%%P5W`z@;K8f@BP}1hxm*xAW$TS
zIaM<s{r-KIrlEWy^t>~NN}u1doA$@5x%Mpc<`hjA{g8+VX2k^M$6IMw^lw<i%O$Gt
z{(OI)!FgqJ^R)mr-GPsLcJJ=Jja2^0YE&iQ>Gv1RmnX0e!f)b*$0va5js<ZFo-@^B
zE$?qSrIhrwtE=m7@2TxnR0>(XAzYg4DXHip`Dzlcc4S*l7E_=9J@Kdbp}F~43*L2q
zSM64?`xpA&naD?*2A<K~cJEhE6khui^|s4#{s?Z6Mdf{H=yQ|&#Y^>!Mb%&rKIi|f
z$VF{lKzu6LInq*=Q%QKzaz0<Tfzthp4FCI#tnJj)Wmt5{2*%qgDq5Anf@C2qf<h~S
zN(<JO;;&WBJbk*+VRg1iC5EZCq_$R;=gcKl)x%#*x{|B~H)#SZg!cyV8g^%NIn})#
zP>hj}lRa=oXA8j7v$fUbLz!+85|RJ0QAr6Kn@s)A+l+?F%>k#BiW(Xel2cQ=VpjaL
zv17vjn0Ung&dSRA15B@U`~BzMyez<vJpI6F`-9I<inie@eukV=N~>&br9(|FH>W;E
zq2HM+_~k*H;@`f66HH9gePd%g&!0bElkM%jBVaJxVjmI!vXy6}BeKUpZIqXO$Wa<=
zvaNwbC5N$!nkiEOA?Kad(^PY9CLO3uN4mSU>Q81)nTf2Sv@x@=TuQ5~s^Yv=w)o@3
z`@4U?zX-Q9>C7zzrb)8Cz4Xw`tSIv8EBQu^e213U<zL%-3!Xhca*jZ({fXOm>^N;!
z#gBv)e`ep;CJkpFApSu$)Ym#fb!xIt+zS00NAol)Dyn?E8->xQ^#U`embSJ6or(8h
z!9CwR_f^Q*?%%&((jc3gDZI!VtUH`Z3or~2V0Yp>Axnc$&V-Kkb}q{y`I_wddikBZ
zZ^&;!MV0Jbr!GUMg;MPGdUmizyfv`<bH|ql@ARFnQXmziUF=)4u(bR(-{t&%+zf1g
zN1S%qbGG5B*5z45YxvQMQwkrSlGI^8KNdc^BP8?Cd8ga~p`(n96mK}x&L}SmiV$W5
z)Z(aod*4_f?Q9l3H3Il*zGA#06##I>^x9=#dLNJ}kH#ZH7F)u?!fZL@XxZ<4dFtci
zqpzkp+>)5|_zH5dOuB)Bjh&rmBW+Y?2XJ*6Dyif!!pSY)ak($+XLA11HQl`~c;|0~
zzTKOK0%zx%nXBNpuEsN8^{PVSex{F(jy?!)-L?CL=(hO)=H0so0dp?tihgvXIyA(q
z@mdJHqOjoK+Nq!oE5N-Zyl2MPL*;-upFDX&YA|8Ug#UqWgNIHjBng3lNnE+I1&gtp
zfq@$Q*#GqHJtS_BM|NZ<8;y4rl%Z<w0+L5qD&M{x27ayIm7mu*fBg9IKP{j2wop+?
zVwZq1+||?DjN0oD5)~R6%0|8aXNXwXg)3LwCyrppg-dwsDO$;OyHcX7qr=F>wF^+A
zNEC?41vxn!^p#S;^NF6Wt}Bp;`x+lJGxM~(qM6wla_QaQwv$Uoh=97vCr$5Lf5E{)
z7=Iy!FEdj>`OcjPe0;3(C#IqLxDD5@R|q$p>`$?mRgf2LL%alJ4Y6URHH+O28ZqqO
zzm(B+^V+o{a$iS|_+*%LZ7UEVL>{zzy4{|cpRiIa!tQ<hT=8b2g`n!k-pNRkDzFBc
zy7cfN7xM6iz#DF|QP&D9Dk@kDbWKf7i?U7&3LfO(;CN_leHp<)RePt>zd!eh!2DkY
zE2GkqlHVY|(yV(~Wx_Y22tGpsJaCM!7{m;9h@c)UHvXLQ`Lm0c*Y@()>|P%g;yvBy
zcxlHw^TaP)peQOTVti8}lWSw@e^QRp=MX=~OXjB~_}t2nb2f`p$7SW@{`=!8rJX)>
zyl3=%8=tuU2>;&EaRiGVE*J}NJT2cCCjLyKqUGw?P(yqKHmc3U@5d9Zg)W-`uAT~y
zUJe9}Bt#6%{g!fuK?55&J>816Y?e&0;L5KdbCG=QvYj$6n<(CjI@;y$SyEI~To{T^
z<^l-SRJ(ME(rTpnG14+iRc~J@64<^|iX{N0u9hZU`Mj-bQ(|fxc5`xaQrvbvKR@0@
z`{0~$d#143t^IuE#U^)@mH(dG501+PcDk}MT~(9~7)x{}0D*@1(*X7)UrhH`(Ke2@
zXVJK9rsi8P|Bx#?f9^qfSHy^6BOoz($X9OMkN~#$Gc@FhhaAfz@jV&QyK&Q|Kd27w
zUS8q`25g59AN~#L08fF|v;PG62En!J`3@e<&B~EcQH9^WZAwZ?nwXk8(>fpUzMn-x
zp6fqhXZ>?}k&kB6?a3PFUHm&TOf+h!9B|v@x3i_usQKZ&Bm2itdzEvn*moWlcoZ3V
zEMWe&vhoL+h)d8{o;*AoL<=I-obPxJDbx*@tlysGusAhP7eh^IVqLq!g~kn$*jn2w
zMC@k1LZR3~k?H(Tv@uDI5XX221_Z0ZyAda7X-MAZRdcMUsOg2JZ8fBjN{cr$I6Ok6
zhne=2W;M=2Ymv7Vc>Q2*q$RvZ`t@|CS?x@RLG5R~Te)_#*OWyc{-z+Y2t^CEar2!o
zMuqr_hWreuID`ZPn!JkHd=ZhUoMC)qC%v#cwp)4|GMU!QKuuBboMB_a?wgyr>}K@6
zkDOB+cck6ed!MrYNDm&gq{t;Ye&f^Lm1O^}fOQc%gBVrlj31321-&GXV5~DQzIICF
z-RI9|RWgiyY9cNZ=}pB~@=n6~>gM6&{gXO}&ffDL;5YnFNsM2y4z5E4r!__ywWMAe
zT_^kYd|Phj!#_{TC!RVk&HOM=6)hk{9=ikNN2ABVWo~Y6Vsf$&LIM_mDx{)uZrOCS
zm6y=}ix)2%blnLP+jJv{=jwx77hJ_2uP)DP1Jcmhk2EA}Fc9i7)R-7Ar<T6TCk%28
zAX5TV-w^uB=)r@UB(-zoo#TtrKDLz=aUZHg+ytzNs&me2<ig#%9~zsDI<k2I03*)m
z85ko)rZ_HJ5#0_FvPwq44;_-R92^~S*VGX=_I()FiymD%1@1?vc;H#R`ci*LhUB?;
z(43%442v-P*^2_taNlt};r8blJ83)UG2}*+lGPR39>pnt(n9gyUh2!h8B}*$qxAXJ
zlhRUFCypH(P%9;LDlb&`OknI~Yt$pjAI9P*#!8<b@v4itwcYtnVPT<w<&b~tw1N}s
ziK>W*2r8BQPXlHm$mGvaG(8%Tc(*b*OkB*L?*fMec)eZ!ZW-iYQ7W>(w6O4ETJW1@
zK9*j?u3&Lf=Y>Ddh-w2uy-tT$I@7er?P5N)oZWPv&oz@dfVnWU-tt9`9PmWtY>PO3
zp-61yp^y>EN1b{0+JG!Y>FxmCsLX&0;tWG{Qxcai_uEzJ>Z53YVKYO6O#T$+e}hFF
zDjb(lbBe<%OH53R_P@1N0Yvl@7ngMP_c>Wvg-uPgd3Lj6_)jAF;Ihg9){g8;4%N&L
zll)~MwN!LGU;U1XS4ZDGl-S#=lR!3l%Flupy4}0~1Jt^ZWz!6sDj9V%0KcMi|Kby7
zIr@<=4{+V3K(Y(ttD&L@3=GV)9NvG)ht4(X`kTJE&E4RqHStQEB<xjaIw-K>kI%0y
zYydIYCvvRZ%W}A}u&RohmP57L&fKqVs<(n$znU>YqktaN;@7O>{rmSbZ6=urcL3m)
z(QURf-%U&V40~F$@X02+S5y}oZ}vXfw4KXw$s!=^jk!4jVaEY33T)t-w*!=^bgVZ*
zg!WDM{i<8EKXuywpXkh>=4a=BPCMv$wt$7p*%wD&m6zY^M$PaX^pX@1x>uhrDE7R@
zLWCn#W4DJ?F8h59Uut1{|Nb;PJ3`cVeez{7vGvhXA)cTFzp*-WH2fD7WhX#e4hY+D
z?LV!|D7@p>cI+Y~D9!E?4?3C-q_RXpV4>Ht&4vn?GWGoojIh*ig+S<ifO|cl;ZJk5
z#|e=WScHdT?Sei99%fmG0jj<|TDRfh%7SS~1>dY-GGnEP?QVb&Jl38H&Vmx87jvIq
z2+T0&e{0GGPI;BfB!A<Yo`J~q2jLNP&ta*E%EEe7?Z6RHhXc5^QgAiiQhDTS;C~nJ
z_yZ5N^gT&6?YTrQMkz_P#wH~A^=mi0R0~>Yc&Ar3oBLb;ZN1MXZ3j)0gVUzx=Jwx|
zYlyl|D<gZBkQ;0ZnZVE10IQS*#)@Mh2lnpO*}v69Evan7`t=f5#Te&Hd`10f*a4(2
zBO?@+E0yi~^x*Umo%>&JO<G#ofW?7y-W|NOLv-zj*tY6vYr9}Ayc!Aa)Yg(abn4V8
zZ+a1xG^jw1D#^dLz03}+g}BF-vP!}o4;6wY0~kn*rNk~g_vQI<ZNv=0zK#9#LCB<=
zpiPwK+D<<NhER2GiwF-VGWf#cV(;K`6<I12=nr^?0(LX8jitN?4<4MDpD&vktOJp4
z7WR#O$(~$w)BQUSseNb6Q6|}_tHB`kQ^L*@nrwG_^QKLMvlIXDtltWlhL=xR0BaaL
z6P0J(+njBAs;}yOvU$-RNM8R>6L@`%Q;hLcVfV;Lf|aw3jLZS#_VN|Q>?LraPj<5g
zGG^CUUWM6AcB|NPvYns#{sSG0%F0T*JAWAfuaTJRf_9zq-a|t}q#&89JB;x$AIzv9
z8v(8taTctEPm7|Ucp+Odv9Vq2<qf<+dE&&0fN@=jpUP?aFDjQ=clevMTO2W)s}2)i
zz~)piZUo>+o1?Iu8##z52;<g_85|d6XQu+6DutA-V>PKF?K!14JU-5;lBAN(b`4#c
z50>s89))NS$?q9&85tdI2tA9RPlioN4#!0xe_EqBNv2goT0wiuAfpS-3P|TvjHlv+
z0c`@zU%9xrv_31x(_R?M8J__46>gYCMI=`w>5({M9+*x41VtBll!2(tA?5tN|F;Pa
z9M}Tpm*~7aH1y`hi^q_3Gyz7l#(L1BAn>9z@`a1b231wnyAK{DYV>Y@4D1xg^E4$T
z<pLm4L+MK-);AhX9@u$%b$F@nfsvx2a$bTu{ByENgPKX{w{Mz|=GdCLTK7uaxb_Wj
zK!I*ysO>BlFRy~`N48$uY&BKY-^0VFRP+W)I?(8oXgZ3=Tep~@p;Ruiv97juVs*aD
zP{evKWwxsCsrUAe66iDB!jn$-4s(h_L6^DzNU1tcJzeJcKjh1}`df?R1JFiXldQAz
z>%RpawU6h2&?+C}I24W+RQO^aK5*O3p6u3i!+2Hk1ht&~>(;Hi)MX9XhNwm$OtFrg
z_i(S1!Q&9ikRak6DZ_t&W^(J6@AawU)Nf;u=Bm?<iizpT8P6})a9)k#+igPLpt6Qn
z9pKj5h~~(2+IX%g|52v8KN>8%Uj*7O&BR^v^&+aM1%u^K{qEU5shc;y0eV`}cg{Xz
zaQd2KJx-z1A&i|=SXOp9la&hc0y;LIpzPF$he4hCpqQvK(3WA6wA_s4=QC<%R8fkP
zJx;PTve#wo2iMngsAmH9bEm%;wJ-@&+>nwg#gmu>UmfQC+k>6^@bCBC6t`(x!Ay$r
zrS5nLM2SV*KwOqPD0?~vg)~gkYrlSL+DU`@*vBX&UdF7rAJgf+n<JfhhfvpxmJpXf
zgj5H34g6cp>}Lj!3JVB1ETjw+>JnxOcI#t#rjhGC$_33HZd80CYltrV-tece8n^kd
z@8`h;mGo`g+}uUWz`35GBKCbtcUg}fUDxF>?NeUtiN~n@_0c;0_Dt@C#KbUZ)?IXT
zo<RMil>1fmqPO#=+~rFV8zgyMo+rV14m=*7o_qSPd`3{>3Tl8xHJ@uC8GZkLC7?5i
z2>POq+2y~?QMb7)2Bb-k4T%745&)+KXc8&N*frH5XiQyj-L{WQt7J=nU9YzS1rTM9
zzK$EJbNmtdbSMN_^q+;mw9C+^pwQv%6eM@e+q?O$;Qj2t%J}fPmcAJ@z5>)E-9*p#
zvY^>;_TJB3zfNt{SuLev5Iqc0R1CXj9YwN6K`HuApEQdpWz2xFt}Ex-aOW?Noy(hZ
zT%6Kv&#|Vy&{*B<<m9AZ7wy9}GmlJciiSsm@+UE#re4(W$3!o|%F=dfWEiXMIK;OD
zXzH;atFO0r2_9&Q?ex7re{P{Nk(6mB`V%o?!lhSv_)nO^vz<q(AqVgnHSYr3f|7ax
z43xBy09LoRfld?YRSYG_GM|O3QSjCw?f3RmOv1v4(d^3_FllLQ+>dyafMzIZ{`v$9
zOLwWyA@ZaK3a9YRq~Dq-*K}GX?MfQ8p`qc-Xd5k16%m9b>N1a=IMIWmNs23nTDE`x
zrAM3okjA8G_r|^3HW3hvD|0}eidBf;fBN+44_N%ehrJ)PeerOkmb!ku7`11IC|l{%
ztu#-oY#Tl*guA^#WHhxh-fWvy{(>ai4SAR1QTI2mp1ND-CD9C#iMqBAy(Asn7iu9X
z?gK$*MMdd>7We&1|9JJ{w@CTF!Tmz-^6PlO;iWR4txwJO-FZYP)~G4Z-Z~g6mvW_4
z`+WoDsAS>@xb<GNIm<jI#TcoMEw6k!0^o}jgMs`xR8CSrLA##f?mi%EQ?|Sb8?X~e
zYTxp!y!=}7eOWU(um%Vp9xt`gtED`p(Sk&)@bdg(;FF(z7WWy~QxLTWJ(r0)>~AVe
zr~Y1@!3{BfyuY`+D+`)FGVu<@{A|O8XVeS^c_y_b=%WF*?4we1!sd3EYtg%8zcVa;
zWYF7;?<J8X09huH_Q_=v_PKC)9C1%nPc(8*t8}5iL{<oTa8Yg_a3{PQg-~8o^s4Cp
zjB}qpy`#%%nSBl9SvAHR<eu?0huX)~e6<{_0f_avd3lme94}tHAbgU5U^C<Ld)|g&
zyoQajD>u&x3KCF?#ot4h3T>$y%n%KuR|D392qwaX_)Izzl!`0=U#28pobNy545O40
zK`vwBYPQH`LS2!1=Yy9~QYL4cG~$K#5_iC*=Z8=J<a}$sCBDn~-w}3|wCbSmIp+O4
zp-UcB;kTK%djs8u2PWUQ?PI(9-R~%<+UDq6?>Tl%?`L4}%`)%*m^aY$7lfE1b&oje
zk<#J~AW{-0>HH4>;4dI(YI1GO6PIK0Wo+`Xk9<X!wxDZQ27T>m6O!wbi!PLLj&B>#
zInhk&Mo#m5*>N+7hx<pn7+Ov1KG+&pA^;;mqZZIp<}&+xMP~g&?3XN-!)psY)HU`x
zXAa)``8KTfE?N{}P`?kHvpNmk$_;@0D3FGGL(v%4?TVDt{zSRZH!2|`B@w8?`#IGU
zrs$y)Aq+{oCCv%KJ6qlQ9Y=)rzB+Mhf5$+D&Kdbw>2>HJUT#WKBcP^c87<QdFdqag
zYM7U@QJ{M+Hj|GGJ8a>QUB1YFUt62`niZgG)&+)I+Vm>E6PCrt4=t_uzayn^ri2hc
zr-eV812)rxij;nRyn%GOK<6bF^432>O$i5N(C^4juUxK_lIKT5z-vFd>|%%&EDgYj
zH7T0nBq)oD!-x(YDsso>JO24zvo`W7n|MTaPL4K!eXL?4-P(M?zpcaL=mh%t?Xt14
z8BlE+$r5EheR=|Fe(Vlj^l?0hv}fFr4Z%<(e`V_WpF$W$=-|olLBHa@<AmObc_?40
z=={Jb;4M;1SmTuA71>WKr%(Wv%C~f)6O2qE3F&<jy0S--?d#LGpP<3>F;B`901Q3K
zr@as)HA#o3`orT^yOx%gF!emUSfylo%AJSZ-@bk8aBEuYbPLr{HpK*Y(2_Ww)*qo|
zW`O_T-r=!j%Fxw_p9r3yg9)P8Ci~V3ND1H2nWUD}m(!#@#~U0Ia{}KRe&$vR*f@+U
zPtiQ@LCP&copEhKr_AGiUG)7U3K1W)WZBRXCAqvt2vTT3*eml_)Ak!vU+#hm!Pb@z
z$Hjn04z_DI)}`pm2~y5b6S(2Qaq-v4wzxkt+(Zrhn4!Ol^q->jZ5s;6dT@-3KmanR
z8xUT?!JiGrXSaDKHT9Iw595#A1Nw9@6UCwx8msx9Lr(GUH-xzSSWaR>g1lQM-#$w!
ziTYo<stL;6q~VQz`kuxk!Zy_juR4&U!jiMFr>Hk?-dtnLlq_=Zae`X_K|D!kQ!j71
zopSeL{&0{6*q`FT{h}z4m!BUd`R4b?h&R|)1RnOp%*@l67`^;M`w8l;FDwD<MZO9t
z=h<_ian=s$L^?+5h{bs45xM9ayXg!mDJiwEV^#X)oL3e;`F;P@*WLZZbvtc1Hj_bD
z4_X^&|D~C9(Sr!$bu_$hH|}s|-@9wqBSZ~^h-CF6rxX)*?fKUN4X^r>HsR+xy=Xc2
z^H$nH5+g0EIJuai-2Ve~-CTVV68AXts3VQs=$RBdT$hm<X4#6%$~K?XtE_KbDuDQ=
zobQmOFVF(HG2j_Jq}Mwv*}E72zPiQrpfydE!3mA|-)Q^L%<cgz55GqJwOtuKq`}%K
zyNv2_P~#-(RrA!8l&{EKl2?cDDPek9Sp!`K1+6;bQe$IdZ2ZiG>I>-^LMopd@8VS9
zcUYKEy-Z02ASdvJSE8ru%5YtzGa4|9LRFXLEok015d7Qw`E$iZNPMH7unvhCYE?ka
zg$lKI_G#t!?_UX;H5c*94qt2ec<z?Yd^pDzvn*BJEt4qmJ<$H@m;AE8rWSz673jbJ
zjXI$Zyfo2fQgHufrDB|{Wbb2nt8k*jycM=hZ56!m*>bd1p?6#`*?jwR=*vxl4UUeE
zlW3xPHj3CxT$p(zbwuv{w72Eh4=>~_FT1-6$X>V{`FHa2d=3i_cN`XwR+fTI256_=
z_|Tp`OmteQ*i}#hhBC9WN$wFc(Wu74rQlA}Bjo<_*v;q%JX>1~>FV6u-ri1r9Ux&X
zbtZ5J?k!#aU0NCsOj}ZhEt~eel6|<kWJz>JU6rU$+GQV)QKrclC#;Vh58I}5d<<ay
zm`Y4AYZW{J*EFj?Tnx7aQ~f^8!!ShZiy`$NxN~~YqkVhcSrk1JHyDNP{(Q@g^5xSx
zZ?YIwHJdrLn#~<;E|ag(G_S5k3-C;+^tC6`uWpI%zLdz#+nZ_9_9d}YCeZ(1C=4eG
zZhHK*fUDuhc<$1h@{#mC1(+xqvGmpxSpx(mdUAGQ!3IsY-Gon~tNR>JhA1oxy>B!g
z&W+s8i(c7~O80`bOK)YWg42MeqntD|0qH&L%<wWb-I=mr#U#~}*<aE#GRlxpd04Uo
zT3TDRaDxW@{QQwrhxpv1xy(#WW!?=`{s24BaGVV&H-RTJXPPG_OO(*}ng2)M%gqbd
zaW(r{wwB9fXxu~%B{ka6QTcr$XaqpNyM70>RUT3OojZ2ywY#_Bc5#Fh^v(Wkw6nGG
zq{1!HC~H_;rKpDPoo83w+mxbNEKva?(CHM%{x{HYMgOgshkSX^loT>R$%bs<OD|HJ
zxr#g~$!}?FY<xh_EK+Luqk3NUz{Lle0V3o6Q!DQPG-U^C;;%yVoVlhB8TxYl+Y-1c
zAWSw5=3)07;5QD|??C<Mt=!JSE4lhv!8#NjNr)f}=d5n{8<EyKc4vH@Up(kG8+F!L
zR{`hHXrdR{F%LL}bp`FkbUuIi(zx{DX4~@g)Q1!V2wOkxO*lRtBM>|rb*p%d_1y&e
z4^Fp7aKge=yQSxyNq$ZI<!We`5>5Aj=9SL*hE1tvAoVvTr@98ef6oA*;WuoBrqn<~
z{2TQ8Y~Cg%11cLHS<mwhhSY3}K_-=$#Ai+yOCz(++0C#*0Z5!O0m)L%e0Y>pC#Yz#
z!Co*N##vJjknJQ|d`7oi|A?+wR@h7KJ=UOXG>%oET?>dCfXMW8UL?1$=>a+Tcm6XJ
zq9XugqltEXrp4gP!l4L{d=!NyakqRWC8cQ5`5};!ze8H~!;OhVj}=`WIlJTFnT@wX
zg?HyA+fMgEveC*PHrWC>O5gA+;EzZ^P1BB!E0G^qPh_v_DG4+yUf27AYNofR#|314
zYXzVvcKc7IK({k6i~M}Yf2+TW8-g|B;u}#FP&B(?Gpx_zu15SxI)4U0zl8E_nPf;b
z*!lG!Qv0cjL+b#4<kivI{rKaVuM(c28$Q;(5t!_%VfeW_R>cLuR6pT`oN=m*88@e4
zIwP`ETS`KwuRgsw4PiDQS|1RT7!{k^_v_to{n=x8AdeA*ur*Pjr>6&=n@7~53m0_n
z^a`4xgTXv>Fv$y0UmI1wXhT%6IrR|fTsImnuY6QV|ERx(+x(#2AqwoRXmf{q)bHL+
z-x~qQr|WM}%s&XjSC0Cp>X=&$(DD`fN2x~fod$<2;ddrIJNUn3mmlWC3$U;>oNU<%
z)b2R*@y(QYF$l%LEJZFJs&bZD)CAWtYzO><cUW^hRaC6=mrbTlwU-vBA9UtssZ*P^
zrrmeJCiIAIBr91dqJ7<;HEcSiAMr*@b#c3n$laRsG6{GkBr96vj0Peg6WjgDYb9Oc
zU6bf1!!6kq-yhDg!?f~jU)E&}!uwMuFDNpfXJBB+E5~+u;_K_nbz%acO!|!h$GoOC
zwBjHApBi0#U0q$(`_J~49;|wQp5MsT`)5nb?NRC6ARAj-;(I7c{nEq!{Vk6*wrH)P
zJ)i>kH067zrMS*zA=n%Bv!F1jTy~5D>|#?&I=#e!epGC&`I+;?f&rQJE&y6lHYjZb
zQX1v;1d_i1b0Lp#!r7I4#y^D*-M}(h4Tr}_%7o6=Hb*EO(uRJdL49yZcx$Y>#-Mrf
zPMz6}4bQL*L|13zPzM_CPJiitW47T12zkE{)m75hC{AVgKXdAW!_U&_q!XXGld=LT
z<U?~rIAQ5@M-yl(@Q%i%3l|=h+qUgR)p!a-rHOq>S_hr^j`4NN_+KyhNoW8+idPn=
z&GW3KouZ?JJ>58jtjA6ZnY8CS9zvf{sbvg$O}LCR+SuAJ2S?3_*+xbLo;=H;!O%qL
z4+G7gA_mT8Sq$!h)ShI1aOppd>C|DRV-gbndP8pNl_uNosFm00eecJO52P0$0T4U!
z%!PBTtXCeS-Vx*;9UhKv%72uwSq44%Juf$4^InvdeJPbU85|NaOP{a$4ozxe_Jy2E
z8lPrnsjZuZ1sT{#c!D6_GnGpku2ydGw>LUDFIy2U%_>jdJ$z_8oGF(82BvuDm7NZY
zIw<p4r*V)144Y+*^hzrjcwW8>{CENMK10Sq>7Oz(p85JxOT8CmPXKq53cLC}$aAk~
z+Y^EF_aoZ3-|4DS0yRQ^Bm5HA(#*)*)YKlTlWz|J%E_dj)4N5h*7@#Lbl0^9Ga^dZ
zGj!PUV#R4QGZq^+Zyug~nEIj8wp3{T?>BfQB`R#QjMt^QCH|B;z5aI7)pCz-*qR_-
zTdB7vtL3;6$+JFI=H6M$XDkr=o8nFV%#y9donkhj7k@qZ=}XbFJAT|Jk0ad5;ANWT
zaV$ggOM#C4K3$P;4Csi*o~hC+?Ns!_2mY;0`})mz`1+Q?Tw@l(BBp^rEq;0Y`b6Ka
zLvZ?1qO?6NC@8pQVqgg^;u(Oi7WSasi9bH3BI>}?GP2cv;sttg`T1x1OdRG?ev~)S
zM@P3`hy<j{Ds=*<`-B$y9~G7}XZFA_FTLCz#wBO%#8t|hVHW82);=G)+{EncH*9lP
zOQgUONH&4vsZ@n6EeDYzOW{K`ogGpjLOy&7rTCSExKTU}Yzw3nR1+>qSCt6sfeqx!
zl#zjf*e3t8E&f#*L1VZ5s}_O0*?6cF&193D!SQCEXFwxyccLYBPoSz0Cx%%^V=)O=
z@juJF%uGyqv4)@C`T5<gc8ooB>y5<2FS)`4A7M~tZAmoVQbPhEtR8I$A7bsEe>1&K
z0<!?{jaUj@5<ixWtZO<@eRKt6h8PMui$&S?Zi5qY?|^EiZIq!b-@7U65613%jHeb~
zoR!i&b34@S_58#H*X`6h419ciM4KScAuoR(RC#E&dK@S!+{ParQn{Gt>Xw^Q`$Q@N
z{n!U=_iblB>F{O9Nu0{jsrE1SARBdwh=|B6$K}OyHF^Suj?Ux$RsBoC5{gdA`NeNq
z+uHht#y@2{0z%#P_p^m7H0g)2T=0Joc6)E=AgZe^-Fo#!6E#~YWky4b$FO>MI58tD
z`4X;d-d{<^D&Urx$&NmCdRv{f$}XrPF->#jA}Z-eOi<hXRrBojK{ot~cHB&8k+?0Z
zF08!r;IU2fmLNUAef#M$4=|hRnV3*Rx<7q8RYExfjbMV6lPOuVVNKaf8dvZyuKRwC
ze$(d7J@AtOcu>OOQqK}hf8NO(VQ~-^aW0#X)ImEDV?DhS*-bp9>3(K`r7LRGurtDJ
zm7??GrPx`ejBHA#RyVFHc*LHw+zcXpx}t0}0Rq)hb3PyyRvmX65)lPdMNmmDjAmmn
zAxS;Y6IJa{q=Pu7X^3a6CRO)3#qFwaLXF`OB>9fa`Vd;#`6ejHlX%^sZ7bP7aGoDi
zlcBzM`Er?Xh)aO;W?tSMvh;yWoF21JJ~-UebYISd*B+j;_1LOavw0)|h8I01gH>l^
zj4Oj+CvX{K*1PrD2x>*+;_8y9pZq+%rKP)%&%TZW6kj3B%yzyJf}cX@*M_)?c8^x#
z2Z75er?sc<GV<W<V>z>q%`xqC8gjA{i>0-louaq+yP~cI)GmvZ-ur)ZHK1=Fh=oU^
zKor)Nw=tVNmrCQO`c-gQ!W}aw&qr37<kD`ET`+10d0#KG@eHNqdzbtlOcxx-uV88@
z@W$(5``J~|0O#=;+X6G{sdl>{R&#6Xrop%V0ql1aXC4Y>ESzl+tWxd|%_Y~({tw$A
zyfei%YS3hOIJuw{?Zk<phEp;}h&cvxEnk7sc@63xy?H|mhlDq1Lf>+0G~>W>NZ-6k
zN&VEJ;@0OGAGB+Oj|e=x(5uSyrh@p=vGE8v*0p;ET)Uo>Vq1d{<bI+MrAak~-GQt5
z5A51d4z>+@zsLlgWPo|`d2B2z#qF&ra71XKPEmIF3h9>nUxcl)I@{9F`w;)mnwlCi
zezCT;Y!X0UhxVeFwDc~R+~1F{_VwGf!@g+Id3GjG=!4x_L%;eF3dLk~A4HaWBOHCi
zQA5N;;&cHA-<B-mu&@gPZy9j4ckTC!8t`F)&?L%<ZU4TsTpl<g3d1=p;Xm1Gbg>`c
zIFr%7tPP+UxKtX*0zpUdesBhWkXXQo;yoD3;1wbu<oDOdS0E<C6Ols9rf$R%1$caj
z_<KM4M>y<!4jCPldRpzgWm79@Q!?ibO#Q6b>p%Sd&9VT{Fy?mLqob>5TT2cnxq4ht
z_`@*n@9v%^Yi+uOVXFV+%kr%h52ns&1Wo;l%J!1g7L};8w8>gY3xZ&O#A$6&&*fOm
z&)%>H>Mu`bOB-i}zIj_wwY)<UI3^QgapeU_`G1hF30UW{pEH7#!&yZgF!O-o!wUcF
zrmD+t3iRS$6zRo}twi3c8d#Bb^3&GTd=b-S*jvTV%v?NT_jD+nvAfE@UsyZDeyT{B
zN|r}01Eg7t_)(rsRzdfNRnKay-Gj93A+izwvw~aJX(Oa1gRyNwEM9c5ND(~|jGNR<
z`M&S@=KasreN54yJ0<k&HvD_IN}&RcEPg|)?n*x+BO@Yq)@0)if6ymEaBvVy9vY}x
z$N~oT2gea{$y45@B1sM+Gb@YcdHwZ`EKutJ6fqIjudenA`dcA138dmOz%XvyxlC~w
zF=C-%^?lxH>N*@>YHq7lFrIC$;SK+PW@;+Mf+yjJ_1yCNoEE2|%6U_ccAsv;!;_q}
z{I}*PGnJD9iRS>o7U?8}0bQ~sGXSIbTl~70V9#&af7i0#-tkb~zP-Kng5n+V19rc(
zy#>cTzArR?CZaST0u@>%S8m;+Z9GYR(_f>!7lPsr{F-+_bgIaYdaM7*`2+lENMYKj
z_~Dk2&-B~Auw%&a2{dCetw9hoJe=ji*U&rJJ6rowsCV(*6x|`gf6v`nozXLvhJQQP
zVNq6j{&(R9nnw2<uKl_Hv=a<zA2hLJtfK^W?8${m?J(<3?2CHicQDdm^yN2x4N%CO
z|8LFy^H9g7rL&SZ_UkfV^1fhUk*0s372@B2-50F6xnsdpZZTpRuh$M8eif2A3>*_$
zA>AM0D_Vqn?K<cTij-p9A%u~Fx(~}W3h1wVx?8v&O-YYNbP9@(&Hji(8&be}EI5Vu
z8p?bb`tL8%S)!yQOj)a<M!EQh$N@H!`~nQJeHcv!Z?u(&6i(UoKFR-(JH_pYyk5PM
z3?wnS6_e6tGC4RDN%C3Aw{Hg%`t!04ZNy7&<Ex3#Tx0SZmbx0iDb;>;&Kqb4a$_D(
z*ly+u&t7XdQ876ZVMfo@cb1)rDUOWJe*Z~U28%#L6-W!>hH4S=tfG$P_;E>jK8pHe
z4UOK5X?*B~v;Fwq&N_cVnqM_8+Y<5hG%+zzeff+l7S-dmVZ%pPSP+JV|K{XRf7)+Z
z&i-<`bvpG!9}ORExwE$0lIkzb?~dB9%JteXvnP|f417W9I1%kJWg-R~18dgI*uD=d
zi_oWoEH-Y@=C)dy44!xPe<m4>c^fX;#7_;eG8?cc#VE9Joo;Y;cHX#gBO{!`)C{8X
zS0Mu1?)miTlXAL2KsncMd5gDaSiC--l#Biiv;gPvuEtf+!v$Ea)7RMZ0L+05&)PU5
zOMgyH{jcRy@NX4<OJdPEB2=$a+}#+jL`}>|Aka@O3ADd{UHp^Qw;Qr27>8A^v>;RN
zcs-&>dv<8<{uWgCZ;(fJ@7;SW;m#+mP2gmAQ{7~cdUqU!(-w2EMC>lC;Cqdf`O#rN
zzMQm^_5G&Icg}_;0!mVzJl6*C(sZPmJ8az&lowOD4)W}VXeqIc4hTGCbXx4CtyxM*
z;R?{nm`XPX2qvBGi2Cat)$Qd}lH0b!XHk>e<Cd-TXX3Af<hw;4A1L8IDqoCFsyJb|
zt};}_&@Z(i-QTz-+*MuoZxsLQDf@ag|JSTCV!CRYLCK1*V7%N&Nx7{8(;`qv!YZj(
z>+0$P{S{<Wb*|R<MMLul-|U?&OTS)v$p0T~9`<iynkxcF<ROM$?fv|q;bVZlAo3_H
z_3?nX>(Twas*x+_y8r%_Klbd_b5GB5InEnul?}rE9w*D9x%=wtUE||V5%LG;^)_(a
zVhD;8(BwWkZ~|#725t}Vd|kBX72Ft!?BI>8DsMv4YWm>RK>wA?#xa$~+HDSPI?p~y
zsav<ofY0tvtPT`|y6J|*jZ+`uHHdt<h3_vA+HGi3q>%?VIb5K3p+|&UB2q{LR%Y(a
zA#IE<$@j109KoZCtKHBlZTkA<%kVSu4%krBJie)X*p`<eDo6~Ysdwx1VaJ<l+WRdF
zB+IMPycg|tb#<d^8JiFEQ;JLH$4KY*H%Q*N;ay%m>6)l1u>0VCdyK2^`>z}z4kgW%
z@z~lJ6Kw+e1wW^yNq~sWuwlYedDP`ud*>@Tw2&3Pm|9u6y?b{kJUslVB|4r4{f4I?
zpV~4lC6T!|C2DuHdm@CloYjNT2V>NG#Kgs2E#aiJ`^AivyEm~o_Dc=du6h6d$&z<4
zfTLH9v>L7?Nc_I+O|de?cP)98WEYKK@4(2nUX9B;lJwp?OnJ!IduC^5e#Jlr@fu`9
zofuwSWTkG29aELxOB#~c;<2h(sg>hbrKA)OZoAX*@HH0H*2adU)gm)^&9@p(JEK46
z3Rx@+ISkU_VF*zta;*^0pAS_ASSTrL*S4d-u@!)JuiBlYI~hCSo39ZNdu^r#x?@Ee
zfKzGzu<g2$BZ{V=T`Kg^RB>Vo(wpHt8AgjrA-z5}aSz&Kmdp-;cJ;|9fnjnnQq4Km
z$thz{jxwEAg-}LbC#PbDBCb|B14Z}J=nr-1YZ$tvgA7gE_@FEQ2=4jn<Enr0?H5XL
z&k>h=%H?iDxM{{nT#5s_!vJTMMsC$smX?wj^m+&)sM&#yPyDp<ALUPK=rWvlQjOXm
z0hM)1A)1Bx^79f*Q9V7Tiz!&>U3yl`&j*(7L^_PFAX|ft9e5D=6d~_!H`tYBenLY|
z_rP@+#U=Vva&Ndst<YnhGH=Y%{rk$>vV%BgA<fL(9GT^a#PG`Ms`;ph-#hfJ|KM}O
zEr~w>-H%ze6a9yEv)$36xcZx<>d`Od)Q>P;8rzhA<0v1WVp@WUnP~rpt7<1t1bE7J
zGv0Bbq>`vW6>1t@#Z#!7o=}zyfLwCTY#c(0T>u77PumTwk9AUt*7;aK1*UhQG1qbf
z<&Is6_LJS4(0(>bar}EDvM<u1vwD77fpst2_(`Mp$wvq6lSG}@atFr0m6vZLD6*w;
zZ+~vljm7L<v`*ncVfpC8cJACc(mY7x=nsD7f3A1hGrB9bC_JSsGVA3J9U@KZt6`8B
z`h2w2GQf5~WG_-;4HQe^RXO7iW>}Dj5-p?(NuMCNy%eI8Sg!~ky13zX)6r-;^>Z<|
zL>DEF-_HhLbeL7XiKKvGS~e9uP0hy$#@?(OYCgot7wqTv2=t|GU|E6a1PB}3wReF$
z_g@aopF49VRr=>*k}qP;>oqZy-7S3L5U>b`3fh2TX_bf#eV^Z|YHA8&M_?%WP%EC1
z;)REQTL~#Lz;Yj({4U;V;KZ-sQr?Q3y<z<ji|+e}PA}%|m(B0bM(?U~`W=#qN}4KK
za(U6($C#$c*%&gr$=q7N{`TvyPhW)bBD5SITM8XSVwhC$dp{54Rb<=EepD}J9t9w@
z;6_8k)JOc&$rFnxf8Nj^ht<lSM6QSop1mcjr4@e7#9j@jD0sd0s`X20`A-SYC$c8{
zqqCUFgHU@gLgn5q+n}c;q5x`y3SdE84PUfkXJ`M@)1#fT)cfY-KR(YTy?3L;6%r>K
zB{2;D`@5L^OXXTxTErNWo_x|dp9pyvwyM<C$b5KF_kelt8LyYnpay4C41sFGd!g*b
zjegSdG*{PDgwF|c6PJ{oz*xi1UFy}m`s&rIoANZ%I>t?^eY;-ueI)9YW<K1gKG|-T
z<>D+#i7E=C`UkTyRPu^7%iw28h?(ysnuf7FsvKJg$q-kux3Sr4BT^5P6;wW;5B2vO
z;Lo&bADmi~e}B-_WFz}TAR%EaNC{a-Ca~2A{@YDU_A!_Xa=P@z9DSR?`x?9C#t*zq
zPENjdW*YBYT)O!Wof%2<6B~#**;~l6R`0zdC3II!K_MYJGy~7Hu6bWn)4qAL;4%sU
zq(lFhL05|!G(&6rZ-CETI+%LCph*l?i(L)y&Zs9>?m$Wvu$@AT%jEkqho2?~ne5w*
z?s1{}Zf1#LC^`SR54e)D$tf2sH{O0QlRK+b;x0_}H~>CF^k;`G3hCkNf<ounI6F`y
z-ZNoNK7W=4V_JpQU5+u<@m0azmfA1a`!`538q$lXajwyxR(^zXI+S;-S3*uE_+9qx
z&-cO?e*XMfg0Y5Jxhdqd1~&12x!0J2@>ID{hPhzm6`?$Sj8>D;f<!=nwXh%q)C7ez
zRX^uL=>Gib!@wt)pl4%LbhOsW!sM1MTfUoTA=`h0aQt!7WFFjTuZVjEHUiv77DKoF
zu;)-Zyc%uo><kX;MzU7Nl&zxE^_zG)o6yTjZwu-UR(cD56t`nC2ME_8#0BK*Z+gu0
zsqqg}yc_SwIH<!R8t7pV{_ctQ)i{}^oMn6>8}*2stn36_Egp?n-IE&2Q2lx6_>5Rp
z^b$(cpecipv#VslHkMZocm5_K0Mysl3pZ(_q0biKkp^|Js`p?k0#n}33bQaWy`4(5
z7$5iw*+z1hR5Fl#3|ZGdGaDa+=&wnl=ZkaiMzzJMUKtE%I|Q_3nd{X|;el*(bUCg|
z>_4D&62s&`gsDRjUgW3+GVNxGqI`BqeiH_i7G~;hNe=TFw<|L;Kisr&<6TULuu-Yc
zPJ-aA0HgjlMq1mvOBZGwj3d#!2KRD@eVw^#xhWdg1gey%-vPEq<wPCaWf<nU?^ID!
zlTw;7t_kBcb%U#9pfdJTw2u!}%-^FgDac_vo_<hIKh6x1L{1t}A<yRXagGHLX|&m=
z;hvs|mp7WqAWCyNuQ??0vyve!IASHm<y+d?;&+rq8G)FFYrZ5BBpPSvxvAmo7Ca?P
z2!HGp?-+`Q!V~_woQ$fZ+<n}*@rIq9(0^XK&v8|v=0fIuH^Ro(C36PeU<o?A>wC~C
zD>O9e7@ApFShUtw7R8c{dpB?JpG}zox!RL>4y^#l9Er1<Rv7vw_;2VNJo)!)Z4WoZ
z$wasf%rnDk1sBdqKS$cxD!v#H9<7CmKjD@b?Lk+K39Re*P*~_YOzvsI@{R)vUS5kx
z2!>&f8-~W3Y{c~+2nCHn8y$d-qi+O;Px)P63^SHV!|^Suua4rQ3n5-h4hstl^US^G
z`X-p1GF%tq8=DaW1`RjeO#Ye;4tgQxfuBLV*GGpzn7?8dK7&R#q<RlN1JX5CA;aQ%
zL&q)4MKa(RH1t0zMimE}iYIii*q6V_obLcXMgu>yMX0l$=$Hy;q_M{Q`(Ad#bLZoy
zacBT+fm<+FQ%H;kXAWoaA?uMzAmrjxD&qqK%CRpGA)wx#vra0X$Op{%2FrA$+=h<-
z8)A*R7z)n}Mnkv5>n^T%J05ozcf(}@0vYZ1H0e@(#`QY9htt1&+5fuNEbH2Mbx{)H
zYXM_TlEY+t8@>f?1eFlgW_mEx|AXo@iI~Fv3dH9lbi&~azEHkipO=Fp>B7qnT%G_-
zZ%cEdUhrJ*M(SydU)KaM$7S3u5Kv`{fTrt`Bh_*_5^fS=owmDq3iR&@kj@{Jnuegg
z^k_E^WL<{A_>wPuVy&M7O_nM^fmJLINBNIkO=2MHyL_al&>^@HEFfbj-i#sK)9Seg
zAe`+<gwNmk@tWwK7xy2Aug4fGvHL-|{fg;X7|M=lI%4VqtNjF;UpLZ}1W6G?L)+l<
zN7-d$VWA|mp)gn~^f^QHu7LmMak;Q|HjYxDC(d?g5x>EFaN>#!ss&e?43HkK%?&DC
zeEVTk`-AA0t5lf4iA&}*U?bQ{&|3|1oW*GCJ{U{HNgtN~I${~VkWKU=c29xB|3Eq`
z5)VYJ>K_!a1gUU^uSXNzucB;n?g*L}#G!_nM%U00)Dg5O_W+A|;}9l_+lfzTXlQ2b
z-0R^S!(k*_scXA?dbrUYPJ7U{pNvNwy!R1ndT;Sz8>VqcEa3)REip)03ikk93>$b1
z>bF3!6~hw`6?ODP6m6wmz4nH~hx9A#j{Q9>biJJ14TMd?0E(b&HU5FY<$#a{YY@K)
zM~M-h0-1y}BKh<25Tx_^%0a_xI8zAcj|8$7iePXUnU(-UH`M%rj4Bw*fc1Hs*Sx0m
z;*E-)ZoLBMB|3i03D;4~kX1fmN`f2@k)NNB7Q{}N{*MapfCXGqU!N5Z)O2a)etWj%
z_5Np4gnZ+wBt^cX>FEy6QVb6z@r1s5Me``3s||SJE=l&x;h3t3k)GXoHVs^i49H!%
za)nIyxkDe)BKGO(59<;V68r)KJs`P{bmY(y_mkrq7&uN-cwJt+9Gpx$gFHZ_F>)#p
zF%d%;r%1Icahz>XBJaoca>bL0z&ve{?UgWT5>a3WMUZq%aTbHH%>>0ZS21mI7j)hZ
zpLaS8D1I6Ht0v#k9x`iTaq$MYG>S~_z=w=!(}$DYl16P`Zq^^Dgkp`);Ga4nn+6J_
z!oyn*!H;-<(~Mg7z*o2Lxa^~Z(v6$AM^gBRQ%47|cQ^ATA_DGe6hU_q2dV6e{w-sy
zLpmcaB@(D(lhDSuZ4DnO3E|%JmH0RzIa(UuO(c^^#Ki?=rw~UUz!dNpN;$E&WBIoi
z+<_8+hSy0l=0_aR{ocVWw?Y%Fo~z0k;JgK7TNkt^)crF_5{Jq45wZ3HXT!7@#MNX&
zqD;iz4Xw0pz<aiS@$1*GgM3_$vUa>k+&=mPu$$YAv}eg3H`UWGHDK%>7}$a)I&mQ>
zTVpCntU+IlmME-<M+xRj@L%7BFeKo#B7nej13!u&`n7L2s`Z~g#m@k`juB2_maM6#
z_YBB<fAeBF;tyVNWgHv!c;wb?R4Rn}Q$$i2ylDCjANQf*Bn`F*_1AOH+W*ZXn_?P@
zn45b=qd+LKN~<A8>^^+>bda7M<Xr*i>Y{54+QchgTrAGhttl(JhioVKj){>MXGVRL
zlB<%3dyX`#kn;bV$^Aws4(1q%Jr5m%OK`ipHevXB5~8MR=EHTUU&KsES_MAKTqWs#
zSP4?SWdxxO5brb@A;ax$tJ?PJ<;#b?<@<2h#8q87@JfT&8yOcRBx%S2eUjcdV}-0K
zWUBZyv3yJfaw)yT$sdQ09C_jA_aWVyxZH_s?o;eO+)d1t<nCbq#a2L}-f*GumyUtK
z$I?GTcJpICXq647`Qj;D<ak3)8!4KMjEp4bJApbgJW3EO!>BwtyhzULo;Do@Jjk>c
z@Zo>C@Xz=-HOM?t72X_QUx%f@SO*z-nr(d#v4?mIYI4cER58djTAmor{CvY|!&i77
za46O>I;Jx?ED1v>bkA<UG+Sg+u<C{n@M=8O_4F#p>=C$ry)g&uVb=;diwXMMg)!$U
z2FID*cy6E9$0g^JM~3>pwcrRTSLS`*t@IDDg?RN-bKnaR#Gy_O*v`ZnNQ{U<#!P&C
z`-y3@ujkbd9UN{afXav~iJTRVdLRmq{dICI2dUb>3>U#UR>qzGZSb4T2?`BOn#{$d
zPW-${Qr1ay88H~@3!I3<7Jma;k-&tn8B(_2+qbb__<gV(kfoPZ`vceq%tHlPaYPzf
zGR#%U^6dFVgh)!SmL>yu3g9#N*;HK(`zo1jfx&t`<FE-iw+RXm{#M`IcCS6tG<;Bt
z)f!!e%S60@b5BzZhYXS~Q+iuf5O2lbAI2YkYs+2}U77fAt_Lz@Q8wIcAJBBgc$G|`
zUhA%_=YId|W2|iXQ1#X$2W7Dbpp(+W3**W)d8a7;IJ|(Ujn;JH@<9~s(m~!EiP-25
zEi6iagiZ|oTAdrcvjPlJWFl#`NA}KCIc#O9xZ?QF=gxg90CjiLB88S-l#NEif2Kjr
zK&qQr;AZ`qRdKkIa2@NrcNvikr9Wv&!lWzhw&UP>fEnU_vT)pogUE2nTjZ$zS{>Oz
zf#iwFg5BVY+B0_j^+=CKUHKh<nQJ9+{1`G`_@zm~<gm0^f%%!45_G!FMg^E&{g?pm
z!0}pQGlw~`((q~(Bau+(ta9L71H(M4I!SDAvK2rx)GXcyOw%{RVT<C1`ca*uloyud
zO6GWR(pt@xoh@?C>}uJ2(a%VM;Z4BcDzf`0{Te3GrlT*n5D%67MtGz(fq2R3e$ucU
zr?=_cyVng8PDir^6YmR?Weor64#%?}C;Wf3eFt35Yxw@lF++rmsAvx&w2M%PjI^|*
zQyHbCsX?KXNGS~|QluU2DYH^(&`@a@?M1Z5`@f#oq0DoBzt8Xge$MAu_4a+g-{-lX
z`@XL0zV7{MaC>pi%a9^2XI>%@WdgFAPV0NIDIXjd(80T7nPgN|C@LzVLG@10mKYc@
z@O`?#L_7@8d*F&s8Ij?GGYvu2+a?Wk7Mj$p?_XvW{M(Vk<`A4AXuF+O07XT<d-LWr
zRtzyF;1iLnlv>Z*w)_Q3gmr~#Q7v7mD4__V2YtJ<q&vONQADh4JZayqy0i?wyc^Nt
zz?UB3Hbt+Qt+5MQHJpy>OZ3X%CJ4GT&mu(=L?D`M_v;q5L!_J7G#P>5b5|WJeDbb6
z`#WTrMf)p;4Z|PKhTU<6j~U`#>H7M(`1r?&mZSkzGhg_rSkcnb7_B8pnv}0f2x{~u
zs&Cqarn^hvLJ#*J(c-1a9+six?s&WxfD>ZZ<L1myt`Si41_5XfjX75<zt~ImDse-p
zdqI$P)Q#}dlWCAV6sDJ)76)WGyB@azLA9|Z6N{_BVqI+eCs}aa+5MoMb6~{>TdFY0
zvXCGIdzzykQqOg@U0mGUhVtfUDIkf9gjMG{wP1;B-G`XbIE>B9WMmIufDfF2prdsX
zP_anOKHj3)#sWkINmw?N=1j>Y=FBtoMl5?;UQR_7%JV@+#G~whJ^WxMr|lLI5kZpB
zU~|kH@!})X;@rXZbM(xvXdY=EmVbyYBN9i!Ny;ix8m=Jveym!l0nL*6_D*_;4w2=Q
z_ZO_@<eZGB!sITPT$GDsnj|+8RsuvFWjQ|_Y_{9^PNH1~c7_~=v0Hg6+Zxt(nspYk
zzFA1apP-B+eQ^k`21b{W$DT*~P7t0)b9wZ&jZLd!kgmb$jFsj%aN<Ky)qonB5{i+X
z%KNRJK<?+uQ>3{K&vYub<YOQYCcug`H8K!w7oaGRg_T!vu<VR|YK#RfXi9A*jjXs|
z&VYxG*!jJI@}2aTpbW@W?Jh%pkIsczq~ai87E);9h=M-p_omjDTLX1*eGtGAOSDHO
zf1^PL0s*M)CPQhp2YP<;qyVTaFfP5)WS=KyzEHnrm_R=yHWTh1OVB`G1}Dl=2+>Ky
z={jL)UU`z`!LzC!Ff?g9C#O7g6uAxE6R)zy@YpA{LXJ2YAfv>lO`A+U)Nh0(fl8^@
z9xv4C!8mAe<U5zM)a2ppy{GqVE-~c;82$taozV3q=w<~1cNQ|an*h(myFz%HE91H0
z?|IL(VLM<y1*7)rSFeJwV8nN>^;Fz=<5PhXwmPxU0x<xMBqK`K67eE74{sOa(l7>M
zZxF7?eT7eXdxs@x5;66J!>6$p-Xc+gJF8qw)*&KCK(oz91SA8yez{bBwKxu<F@S*K
z9ggK`khefYgA-4$yTr*9LgXuPP;u!XsirY&(b&)pno0!T<5w*_Fa-56Ga@>-!8&AX
z8$)Kbh@<uk0O;9ecn75ikxr7ggdPQ{fIEQRz{Y!srstBAMSxVEK_=$6^RGl4G{nFV
zurLSEk+aySP2&1n0YnxfTS5m`a<OK}I&{xqLCtpyN;Ik#hMuRGr_Sl#5*OGd-bC^m
zeEk;bmOwdD5OMrS5_CSK3wjzX%y1b<#|Jd2F~sHtJDn)PxpvP-iM|9a{0t+OOo|AT
z_fC!2WSksQNjXIaLH16u+dHwHiUIc^Tazm4I|2nJFY$~+x7P;Jk%xs4VPT7YBajbo
z;f*PcoQkB8fqlS!_}i<KXJb8O16?M>bab^Z);q-4kI*L&(00-R=LpgPqLD;ZcmNC^
zvDL_)l#Bu%%#S-(@!_K>TV-T@<rS`6KRS=$vI^YHa3=x4iW2K!e}6i(4-&f^>|CPT
z+9jo979u%pQK<9WA!<P|IHD71vc_khN{ogCw3y(kH^u%gAKK;s$;!yePM4YhyWx7k
zd+1{&s41UR;m+klYpr3=OTG=!8qL>4NwgIV#JWPK?dN)MTwO5MvjVP$jMMM#7AFl@
z0}+2hNcWZr2+-p;ZYHj>IK9z4v&Q(-M%NogC@_es3hkyDFc?G@2CGd6)N7>Z1VOSW
zYQlD8&k*=Cd@%@mgz|@T`xR+4+?SwWRp@FAZpIQL!t}dHbaY9q2{yt_n6qe+3l3t4
zgK-}oLl%J(s<1C{Vv)5!P6py20^!6~fHUOdAafHH6(w{R>F^=Zu5|S(Uf$_A?&mSt
zb8>UfcziV-O%vFM!D3g>Q{H8BTo%TuhA>WQca-Q(fLS;=IUmAkhxj@nHH=V+b|r$c
ztNjFL18;W*@*hxV6LXmaDxW{!DXJ1YoD29B>zSZ^@YP_4X%W<zcaxL1;^PsIl(WJq
zynMvA5j>Nllhbk>W`22((SQpklSegXDe%$Bu*EprC4qDWtlrk6M^}&qaQ!+x9_)Ms
zD=br*gH%$TpWh<V9E;`6$do1~DoT1RQHZJEba6uoO8yB+Bx0g0Y9O>q)&mQH<VS9u
z4<}m>X<A@Ao4>Mhr_v$-AM)!8(ve<+N#<|4HG_e1XBx*h5ATB018!NHVDhRr2~lI=
zO7yiko*y&s4&HQ;D9+gU_QIC=^Qj_4X+m|Eq#^h-MQq3S{qxeBL^JqSxNHg~FX@95
zHGMw~w<5uK304AH5eZfp+(Uo_;4gxaa$mnuMrJ@yzm<+SyDYAPa*#B^1tDEQbCeAB
z*q%`N#UMo3ar%M#O|k70AZQNmK#8ppAVJU>`}W=4xeVX^<)xsL4O)hQfl&<y93qAc
zyd!p1BcITPD+y`zI?lgk+>g!{*nvMO-6HN?uuHJX%)zmQEkaZxK%k9o`G0+5xD+qH
zcZl}ZyhL7roccJ7y8DNQ-XSiWfQuC96_0>`i%79iA`u-bBAG0>Nn()#ZPCM0WjN4%
zeM#lcr*nE#>b>miUwrxX#Z+g(abHFL^8c#``@J<5lehU3^J|#>5_2pVhzLPMIR2Ge
z0C#3CvZ1l<6;;o2kkX7&-_W4{)_>08+3x~wIUL`$_kk!k?|}d>rPbwfbc>oeCSNr3
zoR}?kbuCGqzkB`49DZqbfQzdnG+2tNr*oUfzFlqt-u=wIZ|^>Tb>XvsXaC%}mXE!?
zTlDleU^RZct$d}Ts`L1(b}5+o>s!fajW%AFix<~f2)SHz9lLV8w;bQ1wy#%CessZN
zl;BG5;ZTcS)x6TOWo!7d#c0>`&nFH)5amU_@1IY+=FtC{%e^jbPb|I$E6eamX+85V
zxAWW2ez=czxBvOsdWCubr*vAkdwf1&Ys(JQ5nv_~9G~#W&EMbqbC3OgWy9~90YuXA
z+&TX=CYdcyzdXsWpNsLL1$mNRe{>@W2z=cnWG`HJsMTQ3V#a@20sm(M1IS`^ak=;$
zuTte@YsAMcimbk$p2ZsUBdxaJ+-8I3ZHC2*i8m^c$NbW=<=^eOwU2cQel^iRc0WXe
z$OGlIX0e6*9Weemd(vf#f4v{%N1J7frJoPW^~!GujhT44MDW{!pxwC1x`E?&h?s8C
zSbU{j$^Uvd!k0+|x{*+J{Fg<7V<DKW=;_m^|K;wHE&1K6fF7EdtEmH{f}t^+ZZ@$D
zO`^<Ei%UCi_&3YJb*4fVj6Ab(?oXf~H{ptze);3rw)pvWUH|_#dLk#UlyMo`nxsWd
zuC#{%jf-Czoy?Y;u~q%+U4C0b{TlhgL&(Ki`Q|KU9$VHwEv+x{D)OSzKK)y?J;Ujn
zzuY%}=MPKe*IP&P-Q#*D)`Mj0DF1qi{p$O^TeJV`6+_Dm#=liOyCR&G6;;pN$^l}G
z$OsR{928daTFmjnbsMrvm4nz0ZedqNU>>&`cvMMc`Q3{a*7>@RD$YA_&Hn)H!y#Kk
znD}x3{P^Jt@W6PEf<{M?KMThxWL1k`2kPSLN_Y+6`t@($PMke^HcIv&xW)5mBt?~X
z16C@AaY1J59+(+urkTq%b+CewL6ut%@{jO)5O~6-kp9@QW27}4nZyf2s&skNU3B0O
z6MkT3F7EEmkg|a%EQaCO=hm_rNO@nTYqBYt$hl0U$oQDAJHFH9A~(A9D7c2dt6b+S
zX86ORkhkO~mb*Y;Zucf4LxGJrA%IYzk;a(SM_zEiOknbY1)(h*Sw}0^pq*h7a+Kg6
zWUY^31Af=G&lnCEOF()#goGHMCy3%~WScnzEpJ1g39&-MpLJ1S5Jnu#mhoNP?_=2u
zMz0!mlFI;EkO9Q>roP?*C?9EZ0`3Y`?^Y;D3CxOczd|EvMMXDCSt8WYOopTDm0dkU
zD539}x9rtH$~z0HwzD9jiCyU2xf3Y_A}0M^AYdNnZ68uS1=lf*qo6|-K%pSRB7_EE
zqd@eaF9HYBX_Sbl?dG7Ef=PG!t{%?uE01l>e6DnFGWY_><KfCUPGsN_me)Yzk^bu^
zNH8fBR9#yD(G&woj@C~{FF9Hz1-D79(o9*l-5f+13)od52yL7!NW&RQUTnhSxGds4
zj(08FcMusiarNU!Lv?r_3E55bdOQ*aZ1I@D<hY|iw~3!{4!V?PnaY2+q-E09JbzW~
z1mC=O#7xKSyfKA1z!GDNgu^A9_9X*YITLpM05aQ0R9ip`H1?$Viy0r(?T@-4X<=Bh
zB=TMX=y^6cu|SmdhREkQ(<TI=6307-tk&)WwE+jWR6ACZ(vQ6^ulH*&WJgg7G@ULV
z#rMj)C#Qaq&QcD5CF;6AwCi1x*t|YsikWGfT-AXbofswR48ZBl5$doiBXsx>u1Uul
z6r>Hy1cis&lM}Y2-L~jlGWV(=@~u}@RX?8jKSf7p!6N4XGeh{_EO>RwomqlwI14wD
zpqJT3`fC;s_I0^K<U-d4dgNjrG1y?Rv5*iKCoWX#ZL8tXuw3jEC^S-T)z<Fs(p}Cs
zO|X!0r`BY)kWc7jvS4(%cxfyR`ze9!Z7*~N6+=gj-E(u(>5e{BxR0nO?d(izY9XEI
zr(!u?hVV1)Ic}pP6?N3(?CdRuR|&jeb1J{V^mT^y+6o&|UyQvL)7e@!DIj;mQ(|9%
zTPs!3cMCpOU~@^$fJFl($R4oWfbDLg(=3(CFJ9`@@V<U~U?&(Fg9`Eyl_;`4w<rR)
z<JQ(+04+8tZqW1gfw*He4X#HVkuUU*T>mgePe5bt)mUWD6bI~s^M;%BB**1*KjycB
zmC?@Fv?w6oU`0b1&4|i^Lcx}P0y5n6q&=>C{lNQqiLt3EDF>iLAVVBr46x1zVs!SI
zBJ|DWA+HMy>9H3dA$CyoI77X?YCv%_jK&)6`y7zxyK2>T%Xy3{m!2J)fYe@A164g`
zzsKH^>_487>ICls4PBD96T1!Yfj!1}2x<?xUbyfWEB_LhZW{UsWm1`O9|(k!IE<m$
z1woqPmTi_fPoExHnT-Abao?*uwXUX-S{m)7iN=a>WRdj#{xp$Y=v8C=9_|(>9D}h#
zQ;pkzZD7aT1bjw3N`U^%0QFBid;y0MoDqB_Wm%+i53xf;Lmh$5Zbt#DE{TKOeOJ%(
z)Iih4d2KV5Lj^Fes02=&(bWVz)(-?P=McqVd-!lzRT`27N^YydjT$~)Zcr64>s(BM
zC0B&7PFG_iSArhh^y#NH1yn0TK~$O?KR$s1EHy%E3Qi|%q)ixX!NDQZA#5$h)%S`T
z>Gis5!tqOLJr;5<jz$r!eVzwYH#NU$XJVa##KGI>?b4cM$(F;^h7AhV%#^<a_}OY+
zFsUpKH*uS-n7&i*S=5##N#WB?<o1lvzgQW~@J^FKx_r;ON~ybMYn}*JK6`gry<q=7
z0lJ(?i@I#-W?r0=DR4WB+iZO(08O0@vJHN&Z~LC;=G6(_zIAKb%lq@ab@^QD=DG9Q
z=Uj>AVOCTazJ5Y}KqB<0Y|B4iNfm@K^>Q&WHGTU=J9*iUwr>R+y8PlKDtK70iLrkD
z1}=-^#+^Az^Ru{F6h|+~X$4#x5)6N=%cq&6$0KiP_@=RO3R?9j4x4UD1Ii@;D-Hql
zJHR7(`d44Wd)$^dD9M<s#LZs5FkJ??w;5#nU5hpqLRkW-S+zfdNYL(rfbs4FMd{*$
zr)VMW6HtA`=0rd=&c7+VUgHuH7nj_9|I|Q!*Rauu6Apm<NgieXIuODEOej!IB`7<h
z#{>$<Hc}nsdA!A`*o;2)yThRW0&V{8gF4Sod&r(T#0o5(+a?pe`|u{3LLu-hG$8qj
z1<)~1M!)GKia96`0N!~$Qk7o{jPqzgCT9HV$qlO;tDg6{3tBMJWw!4xs+97ROJD3}
zevRccoo~C($;#-@F0O3js+S+DxmWQLvr*L&j2Tb@!D~0I>cV;U@WqQYMGa_~SPT}_
zNmF1e)COd#6wv@CDReFu@Xfc_ZrRjs9UbGF3a3Pm_VPquOJn_3q)TU>9bF@yYEk>v
zD>q<~P4mLwM=pN|x?Jg>i24flU)*GF7f=Bbi<%MZuIHO!+!SC9LRnKDfZS0^;#CNC
zJS+xJ^*gLLfg`-3wkEBDSNGq4$JtEFIyItxXRuL)OF`$d)COS%1s}7~9l^ol3h$pH
z{tQLc2LT}4Zh{Pc)Q$N5Nh|c)wQC=!Xms$d!0-q#2`g4OJ3BY2heFeZ80XkPSo5P^
zW`!SJT&4xK`kP5u=wr&lxYyztUNr+()_xpDys-221s^?JhvTS2SZp3STc0NuV4=RD
zVrdYR?S8&Ik|h(9yH$Pj7=;C<Uq(tu0}S|(4I(=YjhS*;VO*W}Q$eU_wH~m+bgIac
zJ+)%<o_BV(I`8l8>0unbA@x307$J>uv<?b0G}nb4eF@Iw4HZ2Fn?Tf;uYv!mqu70*
zTe4EG&(kfbE|qx|%0)Y+89_*4djo^X4I2lN{8V7ZNwAW98XHVUEGzRGkW+W)ed+Qs
zvBw~}4O0$2P|;E4QX5i;tjCFJ4_4418RXJNnq?oct_NvnArOyap2_y+_kh9Tzr1S1
zn%B;>M)wa=R9kFL3I(Sn@e?W$hQcJZ*Q2l(8ZWd~Dej9=i{~QU50=&7B7<>~QXC-q
zA{4N0D)NJ;$Y&=|fR55Ee>y<35DUT?`9uX-Y^I@x76^zFIadq~3><mAVcgRM8Yj5A
zGVn3*$P$c7Xs=3~fy=H)se!JA=mgR0s=W`5x1vaf_a<oJfCHUEh!{s_=g5^izVP_q
zy_Q_xU{6o+c&681M;!%B{#?5VY6V9s6=F_8uOXw7sa`5-LID&1LOmyd2pS7Ej$$ML
z@x28i$(PgF)Wps45pF-|-O_OTan+sm4(H$V3daO#AtgP+(0A;?KoE4+N^^O=0Ud%S
z(EA=&3XwC2$X^rQX=Dv;DzRieLm~}Yykrn}6p)I*N)Md@3ozXX;MM%hCS2iGWY!7g
z<T24^qoAmuJit99mUin5%V(lLd>S3yCamJSCqa%2T6gP3>%)+1F6oztF8Umb6zF1D
zkmqj(&ASJk5u{SU;skO+@esPxk7$|bGY+andaO57-m(c6sVj#!NJ%k6SRd?oZw)|g
zT>C6Ug)_Hr>&G-W1N>gGLjGMFa40gX2>pmriYK!MTlvAv6QMF`%0e20=GUM&Eqvg+
zXujL0)-Y-Tv*-l~Zch<ykU3vK9z?oy_0z%J>7YDAby^V~BNKY%fa)U}iUDf%N6hfY
z?cl{5m)<g$Qcv6%P2Nm|2<;;pSMgEEzz9m5XEnqJ1Z~DGD25Fpn1#bDutLZzBJ9aW
zh(F}(Vb1jyPm4I!<$dbz-UMAqG1~U#^Q*{riEps^JPj?8IcQ<|*xj&$*x;jnBC;T;
z^GhHB%FMU>)HsW<t4pP90Q6@Nj+|ijNF7M!3E;a>Q7hhhJbI^cJ%9Ou`}P+B?Z_5f
z+!6ygW84l<h(Rsybs(<V1ix<9MML1&tKhU#IKQ-v-qDzkIwo!vl1>x_1(a}Sz%%|^
z?06SI5KlD%YXA%3CYT2Dbloxd>&No_qSQAo;mZZ&{%_}j{sZr=EG(hHduh;K(Eyo$
zMQ)x&Gt;gTEde-k|6EP{8jj}ceyw}sfmHAL@W_pNN~cesMiuZQKK#=$^?!zI{yYfv
z5~2oqe*cp?36~R=yCXS4nB0Ow=vaP4`F_kYL@$alFj^zyyqmX8h=AeS1$;LP_+I+~
z1OBNVq+#Nz+0GAz))x>=JOaxKvlRXQ!}onxUjN5=vyo?BtKqD{wq-z<D`cWXKn}=a
z3y4MvakoX?w*{f$O-svpa>#&)yL<P*uIpplf&6aNy~L{q_P<2!H#*X%4N)RJlxi>2
zM$mJA9I1>Bv3r9D?JV>eo<)uTyWkhEl)<Bodj)UW1s9n4**v1C<&kz|BS{1=GK-Si
z76S&D5(Iz;3ggGH$bJLBC@jKr`j2?LZh7NS4gg7|Ck2P!8vth<x1}5M>ZQ^lvn77s
z#IG4A+SCvBa>jrFklql$06K;#g!l%h`T!Lk5@lHZ;S?f(7vW`bciw@RdNdRg9DLX0
z&88^L)Vc6Ae+a#U4v?_s&EL~a!J7($o^?W<p#z;C0JphwOUYS`E^F}l6Je!EPS4mi
z7=LmcUcE~tEN23Yd4wNAhF%W$Rv#l7J@L#$2+Q|yhGy}ik-<cYv~kB_LJjQ(07x-;
zKacOlACi@|hvRHvk@<)U%Q+V$2sa^|MC(Mp*;O*)4^;sHe?SY9Lm0Ol?n4xGSgyud
zh6TTk-`A0cBCRLKl^)(qH*4192Q&8aRsG?o#jiF$jVy@dwM00IAy@DDF&+yN9Q4XP
zKxYfV2Z1!cw`MUJ_u%o{HQG};Dl<``K%HIgA#3m+lLv8!u#RG+d$)eKuw|T_H`-b*
zR0@{3g9fAd{p)|A7ZPT!$JYDqb@|?6^F?Nu;lxw(qKdY0e?f-*e6WED3+KPN3*Mjr
zTK5FYOy8#_$gN%aKU#DV($0dI%|!IsfHiI(C!H6>&6b6Qh4@kfW+X;bI1O)6495|^
z<P$roo#sqOx>^j=6N3H`&0CcbZq^6P+IWLvVcX7~NF}66nQ~p~0@M+tTA!?}#m2X3
zsh92>zomvWpct6|W)1%vdLH$_vj*ntGQBP>m|Lrq{v1N2kAN8xW5M{7sfb7_)~Yj~
z4?Aose`-dKUQgCaNF$K?VZHnt2u<D_nH9wWNNq6Wv3#*vHa&DGdz|FC&VoC~fZIz5
za}dK2?FGew*fhWpak8@h_p5~O7Tt=<5$FTp0tMAX#K{qOGi)mALgP&kdfdpQUO>?w
zkh{&O#<bgD=~lu&k9#?(;+E<Xya%b1fi^5Q<389o=oCW7Ll1r*SUsr!q7&X6-~ZhB
zJqMl{r)ttuuyquN29bFz^Ln-ig7GWxS!w8jA_T-t)+wWm?cY~Lm(}j_g)vvYdbJE<
z2I3VEOC;xruIDf!1UYZ%{W=iY6!6+dOKs*Vl&~jT(g3@{U$96&o-eo)9T+5p)^|xj
zXAOzKxap|JUfeog)rZL{l;YQG16;OwiEizA$vuaW69_5o<oW{?7(a1Ib_Sv#LNE~m
zK#b01V+1Id1_zej-#`QE8ygS){2_Vn>RDmZ0fo#PftmY!2-_W}&St5HpQkJW3Su`=
zv;x!#&k%t}2l^2l@c98`&4|d8QIbjFka@(p`~~f>19E;-XOV)!IF|Is6O!x-0tX{#
zV;DR-z_6fhLJ<qe?}fY1f#H?j?}H#8&9xK<oLEemF)~UCsPP^N3zg7*25LM&CRhLE
zKqWs0MzwdLbxKK3-+XhA%jkp$z#l%MyFTJ%7jBOub!c#K!M2m%$DgndaeTRf#0{2c
z)S;m=!BihKIS0Ylh)CAps29>Jg;NFXfy5;qvZ86nj&+@hTJv4VVqn}f*}r`Xg_zo5
zxD<M*OOFg;`@F?R+Y-b0{nuXg!n6B<P|V#!7j>u)wh$Bw_QWRQ|96TCtecp7V*8*o
z=v8qUdobIIhcS*cdJ}p2kNoP7b+^iaXPuC2!t)H3$@1OLIv+fczB!Ye6s*%NIlp9y
zR#qba^DHsvsAmn1TMD+7ye4cFMQEw@?6o9s;zOkXQUAYT0xAa{`!%ToTc$j~#XS*P
z&Ss|TeVOC{ivu+U{`H#Tn=40f?2>{Fa$=Ypi2R__aLIjg@kP8XoU)m;KlSxh4BG4h
zzl37(2~boFY@3BV0^L(g5&q-i4SuT^deO5Tb8+ugr6w}cO(x>4MT`9Im;!No)70c!
zRQ3I%yqvnWYIP&%ozJ^p+GtU+Z|Tu+dKz%dy@((9lY@_Vq|)!e%QdbOHlt?|N&&W#
zxwVFi@exp-l8J7Fe}lD1V&>EHE~fLEnh%m2q6J9s-zpFJ(A>(7Di^qkQZTLrs3Vzt
zHu>HTz9&Bt{(^>|Ms(%1CiDIMg{dB&8k*`~xn9${?pW<o${x(`J5$B^{l{fgnCydj
z5VlquJ6v71J(232PFWVGXECqBG55rO<+~5+d=WT}d*_x5G+ouWD85Ew3UfC61|l&B
z%{r|t(}z_oUnl{P7j$xe;cOy;L7dSz%+Pf(4d6E*1T?Jtg>;6rlOQdOR2_g>@&j0j
z5^R-BF^1e7vQ?tX{ebC|K|nKYDh7b<ARnAcZ23^?FNd-UN6iOlX#mv~L++TFf6>kD
zDgOC5#KK=>Y%FA=+lLR*sMHBpN-KIzzmF<2A0m}Rd&x#FuL&feVnN;PO&s1MP*F_U
z_JCf7pIiyV;EVW%EJ@g|&BYY3=`goG?c~(EtD68%XmNML>F!bvTNHMv5D|(=N3S5p
zH4!i3ra=LXq?x4I9)2^2M{uN|2Xif+&k|J7*)WnrunJSWN*(EAg%SQGNEuzqk(?pz
zop@*Wjcl|B5N~j$*g`Rn?=C;Ae(}1>S!nTM+a1feg=C%pMHKGaSpy9qM<Wp*;-J7>
zE^tj}(6z>n!v<YfFZYq;3pV}dN%LJBaUcd#LGCGd%&o{hP(_fwT#!q;Xl_U?@4^Rs
z3W=<fK9GxXAPs~76w-%7ddSfsIFp~hLwf)>iOf;PH~&R}zLTU`;5F!gKaxTA7$X5{
zmdqYriV;6}hN<P=<5#vzuE$LO_HyBj6hUVe5e_7)=5X&ogPjaSt!2ifNp%?G1_-T7
zIe=pn=<Ym7+HYD8p`xNYZ;T9-<oLv-_k#@v|DiA11yIuj3L%i8kAo5TR^9)^#cCSP
zl>&5yN^9ZV8eG5=%x5I*n$9)Y-|C?I7nl728O{f&L3P2GGv#ye%>*Mt!yua8ywM>c
z;ZJ&uHBPA($pRd>Bd`bN;kc)fXy8N|PmeBy;}BZVz&%c&pr_d#8Ggh{Gqk=xTHRDz
zTg$ikdQ&O(HXMm46e12sG>fP)Mwg49m>Cy^jHxGlCTFaf|Jp;BJWODaO$YdWI@oUS
z4wxmoBO95%`3^*y%#fLv>{GS)F7)h(?elzPM_mMj%GGbNn<j~9W3OP%BR3BFuOk*3
zq9#Fi?I7h%tOnS(W1G1uY`8X`n_0525&gca3Pu3mt#s3$GHKGZ^TyEf+V#~~G3Dc_
zhZS#@!ZaCRNh;}DScp)*3#_moXz+y{Hl-c~G5io`<b!c8O|cJt^nj0@5#>JZoO;$^
zilXY@&>&qP$;cf!hc^fcDs%`#^*?WP0~lQ#&u$Igm{&@C417?e`5Rs(XE-DWLO#4+
z&t%TG1av)b0fGaO#Z-^7zcK*!GUZQ-yTn-yjLgY#y@Jkr5MdSlt7(@2nHBJ<zezDL
zPEGcc>;}l=W3Y@)RMoIO8yhUpT@27|Mt)UeePJW!Dh+S2burfm(p_kF6+2&M`*znn
zVX?l3j*eMyXo=Q`^T(d%0Wxd^4_LEp<9Ej(p|8H9gthdqq1sr6mNjXW*=<-H4eG{V
zVw|V|`?hrmLw%r<p2;QFcMT>Fh%Jrj1;ot;aJ50*?(g6Es7mN-YiL<8U5FIU*v@Uk
z_pyPN+*9#K=|b=f5}dFph(Q)54465Zt8T@Opw-fm3L*2O@^aydlkb;$N+Ke{8HZt(
zFS@!3)f?8O5L56y*V|Sa9&#_H>YS`<OeEOoJzV2X9R>!4jl3W9tU%3?z6^lnWJV40
zX`4)KpwWnHTOtBqp^vBpw$0JiWR?J#S`Cqi@_yT)-slhZ=mQGuRYUia_Zm~KbTgmu
z-Kpq8VDPMgnW}nQgyvKu{ez0Cp#o_2BS>g;HChV<cI$t~At;n6<E#MP0=u>4u;rk9
z-eta!>q|Gh0B$sDP|W^(LrweKs*<c#xW*x>_Cr-t#cj=oHCHMYN62eId>w+x5$efe
zrte+y#8DSf)Z}`RnI~F6Q2^xny`7TMl{{g*C0vizP?oJ*r)2b~7LY8WB*g)R9M-<K
z5geCig5{-<iIY{jINu!5#rWP-46Cu!*sDU<)O{pN9N^-dCO>6uU&n2)LL*MCLK^9D
zKoxNEf8}vo)hu@Jbl7pG)yl*8h#O>S6iUwfeWF}h%9Yu3a`d>}w;BlA>ZI~4op&Ik
zi+A<vO`p@Qj9xDo@Iy)OI5M8M_4J&$WXUx)i!pMR@%FD+-3_6*eV9KK*<KXj9?o-W
zw`Axrv!Z1aQ-ki>rf=VHOQ7)i$TyZa{DPU;1}=*e@=k4jGjF3BM*ff4gm=TH-t+cm
z#GSfGFsHn{TkH{$4gZk5YUc+aqnE_sdvqwkzTz?56=)nTx+>9XplWSjxT>V8O8w5s
zgBu<wt4{Ig@etwG$_Eu6>YP&vqT-;(n)7rQ^fV4V5lf?0I}M$k0-7Fk7?qKUt?7Td
zT0zI_<X=pS7ayU)NtOYIHv2X!DJc<mnX{XMgE^X9uE@y#6EPa)LwSNa%doW{<E@dW
zlXi$>_Xnn6l{=q3yLn@KZ4gifV)NII8Mx9ahUd_W{1C=t2{qVy#2JS|<29R$Z))c6
z+O-SWl8|Eq2u=bBJTk@cpJvr1uwsLCx6GaEuP|YDPGiL=Xd^OQ^8Ef-Ky#j6$bAs$
zWI+y?uKWbC(nEy62^7+Nh0NRZ<ZfZ0a7fI80Tha2q*l3+*u_-KvE=lHk<FyB1A>iB
zk?(G2DPqGE522=ByhAajm!7Fge2Do-y2$fkwfG3hk<<QK;BsJIZr=^e9HGv-7G+p;
zsG-BuXM*(Y;|}mQ=dBEk*R+^56Cx2uJ*)k#{uNthpmRa~pjSy{C>O<H^?MNog)34=
zXWC}&RrrGl<f`n(4jx1+B=2bV5^BS^2{h@Getk+kvdT@HHfW$@#F3iwq`7>k7h!}c
ze@}9hVQS^4TYt6MN16IWYC325$SLhZK^-2beJzY<I);Kv)X^y@Jo>%#gw(n4bebUD
z@w&V*55W$7?F>E$gS<9UP4_S!y17(WoQ-W$e-^~jd6LtStD0C^F7UyCXtR}y0=~pC
z;E`#e&Wo}#p+n5((UECuzRUewE|T?LxmmeQTqY?s_v(pLh;+?~$iyE%Vryep0onjh
zgP4ZNlP6E7#;V1KRvDRc`2akQRK5BOy7;?ryI2Dkj}<WsYB=Z-=9dc0kWnh7&T@;A
zypoJ)L+1Rh&`vewtmuYjj&C>%#uK1odwQOmT_x@N#7GlI7=&gkZ-s^$tX#WnnY7=#
z>hf}x(#L_{Cws35@`Qmy50Ugk?DG)k><okCEsS8%Xs2YWjffQ{zxPv-*(dreg!B!~
zWDzH0L)Sn~=YUhwV5LaYDKv3zPOK(cOTgh22Q;a?L)V+QZzT!?^kEp*e2=T=df=yO
zW!hN4N@WJ>W74OF@JVM-A+E@BPV*X?A?%Qh!{}%N1zdL!I{o;nd%Ehhw@t!6nuH6h
z*w+ZfCaQu76jFoWge^11bd1epXdA@?XDg;H99dxo{*qW1&{8sNXw`Hrcsj1e1T38a
zWYml{#{4tTnugNHQ6H6{+YmS3OsHlq8y_(uNrg9VH5_FA3&KdjRNU1h?>zx~8RAQT
z?oQ&Ffj^$ysIoZ(oM8waC>hOHE?$#mPeyD%MVjSg0g2saY)a)M3k!><81LxVKpp9_
zhc~_hZ5T^IpajjAqWn3CaYL;`1%Atisc5-<N<O}i4_8$qMjOGeLM6tcKp4X=b?Cc+
z&*(gHAzeO<MrQc=I4`F^4gjVT3>lPq+jczz5JXT0(NH5kP>Gl(^=~xHRe6jVr2Bg-
zBfsmsop@qvuF7|reyP`V!VJz6-hmhvQ4s6tV6`lbNK6E{zz*OE^A;cU#OQEp^GS$M
zA0uiWfQ@3(YnY<j4Yu4N0~qecK>tb<TF~DTT&d)B9hrXy7ZQKNlc-L~D5>fBIEG;`
zvKX>~IrHZ`*4H0+lZbqTOg&_3^XmYv+ut5vMB1VVp7{eeEo+$zxa%E&E|9@Ri7|Qq
zq}+YfoZ3KVRfXCSR;qk1-Gogp9Mcx*ACWG(n{qcz>2_z(8M-sU<&24Zhi{gZ-|<f4
z@02v2%pe=&^HxB8va5rG$J9Azq^B)6nYcVadK<l(UmfePslNxKsM$HQ&c3#^l<QZ`
zI#Zh@-oKMnynprTmH7}My>&^>v6o6*Q`a$f&cW<HdDC>15no;oQ_AWFW(MUoS~gIl
ztD5QeW@T<HDWRS$IBsp73X^p0XdSy0baqR9F5W!Yam+pv8DFWG07jz079okn`aQ$R
z?q}Sdx3Ke%;9d)5lP^qzBzTE(7doV(AhSVykb~n)_X$a%PA1=55KgqA5!Co@$x1mG
zB;BvIX<O+A*FJ<TK3?7u>=G?qO_X^(Rfe$`xwT|kQorZs-8?+5kwed>NQZqoA?f+V
zda;gMz~f2pmvSv@T0L3Kd3vsxymX<?MAJ)q79<=@{#+N@`|-u=^{=0c)J1_iIgFkv
zb<F4>mU^#WYj)J6tG>9|2ychDT~a+tvtZMXBQO;`mE~cn8VQGQk|8fx&&1*J)L;vD
zLqh{EJ}~$76TyWNU6Pm^sR>8PBj%Yt`YorYvJ}HqG=_{Lfg-vXyn(WcN+|RIKxKEp
z!TM!t({)=J``Kt*e}N(?7M;c0wCz4RB^lR501LoJmIM05gcJt81HoZoVeI}3O?KEl
zW06~z&QQyDW6q<=ypI-(ef@}ZarE;%%={c^pZ?~G!_Pah#U>l7<`APnVq*tOqmJBR
z{LD@UksC`;!TTC?HPSm`*|y>DN~HQ;&nvc`@b&Rimd#;%E%5D66p918Z2Xe3KhH5e
zZ28yNA2;nPt_A#H{83iKEPc|0<52V(`%*+N{pMM0iC-f9>QnZe6s?K%DQNvp-a%Qq
zl{_ZeXE+n}^$AW8+sZRTJw6>FYQoi=xD`eis=mx@>>??f6pQ_9l8o}>R#YZ2M`=xT
z;NZQP%YI%WgP|7P`<x#&{H7iIvKS_aIrHX<e_0IVr#QyB9O!I6%v9r}|156B)QAZO
zTwlEyaa~!{Wx3cPBx8Rp{;SrfTw-fljc+CEXk+=;3v>uzzcRU_klbM*g8-xID%gLL
zX(oU>TCujT=&RWvng~J0;~e>ILs2M>XM$=gYZm$Fha-lFHwBojLzINOhAN<%muT7z
zLrIXT#WHqR>qSjo3#HE{vn|P9Niu4KXte^dyhdR9xUY(PcfWF_T-In$Y#BO)y?uOI
zGy7`I(wB~Xi9`OG-oj2@i|oaR4kOC@Z?L~#eVZ~(Q1*EAYk>(Snpp7FoRmxKzxk|A
z^6_Z+RPjvE&7t?@pD@S3_3hjm@_i^!|M-1RbPG5K>dKfI7}ju(TP;iH&JBErdvFA8
zr*SKGFpHa;;A)q1g|FT!=OkwAJ3*9h?OH`p9ptyJzga_;nj5k+ZrzfB+t<C(-sG%j
zNk(cuw=wzYRYx4f(J$9^FIiPhp9aV$T>6K70?t;*=BTW!6S}=a$SB2(jMr3@yTP3)
z@94Sn#$C6gN03lDn6nl6ahDD+sZJWn#{@8cxX__bbRv|t-(Jf~C-n$6DqpK`(^2yw
z+942-&E*=$l#$#sN6h^8b(A^V&y=@c$C(+Dvt`Sc2&4)Ib@wx2qs1IWH}0!k@l~D3
zHSStYrj(s{=S92u(Axd!=1;~IQ0k{>uiNb+-M?eoHWRWhf43K=CC?c9ag_RPCGAt@
z^zNk-=DmHui|m5D+}u4|ww(LZhQPOsy@lga|C+HsIe2XTQ|zFBZant2(z)l&(<u}a
z^;7xuB!md8T=~3XE+yyk*Vq=itnKTLlrCh*Ll~N7+psg3c1w;Pjr!9q`MAi8qO&S4
zSm`q3ZL+lTnm#>i`jo0QrJm<Y<U#bDug6TzjxT$D(_&nj&Z_^>x<qUn`!qj=$y*u{
z>tRhnOtl-{zeiNxh7-`O))FdsdX;fEP_%Y(W@RS41<1xH^Oi6>(EdrahR=6Vc;>>=
zgMDNG8s=MTK>ZwNB;l7n?p+)i^6B?hh>3`(HU(N;w_AUM8c&7|l`8HA4jMgwab^Gg
zA?%oDne)?vK@sG?`^W?Lb-0X~qz8EPmgd<d?~wLeT(|Zap1{`^)BFU9bO1{$ZWM9n
z#}T&=cs8jo+<!vnuI22nUqqoyW8Y|KxoY3t`eJ%^_8!9M0bqVuB}94r)MtU5r(MZM
z0o943Ic+`LJ+XT<qyI9Q`-eRW;TmFmPe--y77>S_?L2v29M*G>ShCycA3C(-?V0&+
zetYUOL@`6hD(4Aj^f@>n#xC%Y5{?d_m0lc-jEs{FeaHUAVKrmI!M>*pwO3RpB?1#W
zFz(Y+=7eG|vS6Mz{O4kjGd#b#mV00N<gxE|yon$Iui!|`v{FDVHHaKKcJhn`lME{;
zGgWIj)M<<LFB2s!R)}0{1pYFa|C>)<5NA|PpM42#%$#y0hk!w4L|oh&E%OrDw70JO
zrI7C>qL0T%U&tUPug{*{yr;89gT;L-FE6iT)##$%C3dn?47cL+*_C(@-j(<m*8$~O
z$$Z-9a~pkgQ_>{IK8y6U={S8ojjH2T<k$7nzi?}y%v_+ocbOcY>kjkOxevtf!#uBe
zdcHN~bTIpxYSAltSp1WRU?)w}$2v%cBC^DtcdCQ5>#9oj^9My9Y3$#BokL(7L+u~F
zYZZEx_N9+|WR9u7h*M)%`(x0VmtbXCaR_ic9}mwS1%=B9tHi$sJ0L}Cfy3%I7mOP%
zr#rmE^83>fQIL4Bk670B)!ObRPBy4M4ejdC5)XJ_Hw2?EP_lMxa-uwP5?TM0L@IdG
zrXjBp{Y^+wE525Ploo|^0PZ`tT%1vQIdW=i0?<RT9s;bU1#hX0o|)A<#;vQRcg_qJ
zcAhyiQ45xT<f$F4jwx@x1iLJ<mFLZSM~yNqK$09C8GBzHKj7hth0=c8c)EFR=Ds5-
z4e}v)ly#8b{`Q_5S=QNhWr9EVvL87!L!emWSmtd+3gjg_)iZ4pap!J9{hT?{Tb=gd
z(TovYfYeb#o$0Im8YWJgcklKPqefa?#~R93>&*T5FFBvGRQC5-o$bRjlhxsJxgvir
zwnFWxAtPWiJAL=tgu|6H!VS4zqCo2VxjO^JmC-2{gT10(odmJ-x0gdDIXt0XvLC<=
zE93Old=b_GOQ2gwatpIYW9>)y>l4Q(i#xF6Q5%ME@CpejgPsrzHiC#E3L`$%l8lC$
z#(k+DKN4v0@OcP2tz~UtNwKeu(S~t)#kgZ~&Kb6|i6PjJa(m6qKPwn%r)o7w?t;-+
z323|oaD&)Qy9hvlnv;>0H5Qu<TBQAHgRPNeC`GqC#~Y@zSJ``U?My(Gw8g#X`SUV}
zw?XAf0-=mZN!f?=LcAm4rTKHAie}Fp0+;pGwkkcw+X=xgkCaz=d3k#`Zah7A-n=rX
z*R`x0ywiHC49ftrvHQ<6*`c7xPjVpNfPi+g(0}*XeT=FtS6iAFiZvZZUsNlM`V#xB
zM9P&_wQl3&kwc7piE@ECY>ztTrJ@-z)*Dh613Qp?Juh~w5_(l&8CN-i2;aKfe$Wfe
zRBcPwg44^yR8s>ioRCIMjM(kO31wplIaL{!r%kC<D+;-PLX|pz5QXQbH(yu3+GRO?
z+S+%vT&ZJ$TKeo6%R^T9YVT{;BFS1rvfPTZDkK@;XEbrT&5tv$I&w!$<sI-vgLP>z
zuL{GBMQyJ_@^T2DVgO%m^91P^6&aJZo#cyq6&05xx&!eO5e-F;hMT`(_Ql0yN7`p1
zEp4sK$|BJn*bg|N?Vbq`BDyUS+(aF$$YRP^Vv8FBYe7ex$gAXBU0wG=B3%aQJbeAN
z$V6?_$JlE^e?OUqvtcW)(nu-u+nS}!;Xyo{&9rVC8P<BVx*RymXNb*sIXQ1X?C9?9
zHZPLu%cZ5Vb;FG!mnv-Vm`Tl<*643oiX~)FhXKxe$oyh*8hConwU%V5!KU?>urdx|
zVO)Rw?GuMmG<<GxW8F}jb&9MU6xAwt5F<B6nl?~N0<CI!V=E%D;#%(Iu)LhHDq~Mm
z0Fscjcb6oF-8vO_OVPF)&dYjMXgNa=1C-&98jk|@4&+8!WWX~U``HDY^)8%@joUoC
zH7pMw;FyyJ!i1AltmIgC{!Pxl0H?8*ZAap0`VA4pk_!T9+qyD7UCP*hEczX2!5$12
z*TS)R4+JuDZ1Wd#+$|{fEuykX*5b5qe=&B}I*emyax<25b#W=4CGt8*b-(pfY9%or
z24E<mqH1*gWUm@^D8ER&ZAIqi7dy(BYCP8+c;H}Q0STW*7KV`rnqiiq7W!!~b8vES
z9EM(&d`&5)6lDUR*uHI>2M1<zs=+LC+5?6Oh3BJql=Wo8N$%S{V2A(yRFwc_u+r1J
zwcomd@o9E8!Uy7@6dG<@;k+e~@nKVq`OBSYZ87QiMWiM8g1}xIo3zo-cQ%9v1xY6v
z@e2s-g4J<Eh}E3Fj%rmz^OGSg?5A38`$hmt8|?wKQhqOu9>=M`Noes$dp3-Iba!<L
z8`(P0rcG6c?%)cCvXataL~x5j33%U9yYaZynk4SyNm}GETlH7mk-uun(J)rjJP<^I
zt>H;nD};Gow9k3!RVU@;=O@Ct{3LkVK_FS5Ypm*cQIY}hh%?e4Cw?%#SlLj3b#|fT
zCwZzV*oNX>(tF(oQK2V&rs8l^d|`yuutkMdllCaa8yhlvd3)bRPitw~&dp|+y|D}Z
zQM1Ztjctt6b4w2<bHILXD~!yeSx(eXpawq1K;eFNW}B#fQXb>etB}0q?hd0pWme{@
zN=lQAvWRJ)eJTj-S(mynxXhj;yKr+C%7%Y+Zq{qec9~Llrxx2Y&@_)X(Rf^jy34Hd
zYJCqHw{N4Oz5@=V1z=AJu$=@nvUi~W29ZV)ux%O2Z;O@}Pu;qijDYTrHq6^Cc~7C5
zO!LFZ`vS416pc`vTwJZltIMt)x~}#vu-YPgu$Bxk$b9$_*_ikn$9b4lE<o*7UQ)Jo
z?V*O0ylm@}T@$B%`}hvhX16P~l%esvG!$xSgp@C`=DFs;{`Pa4*e{8vSYWZZ#5iT+
zY{?G}I38gyhaElIfK4f4kcEKsNhCeeSo;X-%dJ9(ZbLpPY_R0PtlEA(+5zD2-}<Km
zAVws8a~bC1cG{a;gZVN4_;exbOFPsPgF|)H7)<rmJeJwx1N&92Cea&3P1+mqahQbc
z%Z~4lP0sGa7~_wtL`shyYY%Wc4&ODz!OU7gw@gEpunViiYe`CkZAPG;-=##0pLd3=
zhE4mIH4UjL4;NQx;YavQGp#%9acZPZn_o&w3!hREBW{4pzy)>qQ)N<gMusHWPY8W6
z@a|I5jRE6m&<5hqEh4ow1t@z(|NYiOTh}(du@EA8n?<?Wp)!fk);f#Z=p2%B_HV}`
zOe_Zn!X*b35{o`kkZbw!ht%rr<R66Fv1>-URuvT#MD<>n;*C>dgzCPGojs&n7gAkC
zWGyJE5cdq3%@T61U>bnGUCHzJZX1-2ZMwYm-fbcKasVt!^L=^bw(}Jz=*b>&6T}m-
zKP!4WsL_kU!JDN&)m!Ae3WAF#otXjiJ2}ZKZ(hA%<D6eMy!Z<K0VS~Kt$xpmPkr0N
z1<&cyjSA}Py;m8ky+yq)%5~|y?pwcq{l#?DZ=%z|J_Z!<#b7sw+lVToOjTQ}OBl_|
zsz@^3igt^>nMA88nu9Np<f8_=mP9(6%)!U3qd@>B!?J~)r?T_$MJQOHQ>sGDnFI3)
zgUavqgjdza8ttk-!O+C7<mI}i;d*gd$6iX#2}za#yY*D38FMZXXcbmqrkC!j3~bo%
z<z+o<#v@fN>bAceuSG?z@V;^-3@4GX??lmqIO9EK3K`02X$nIgimwjooxN`_tWwdi
z|L|~X+i>STr9crsf{y|!Hbh?Uc?<HDmK)UJJ2<XcJO)5C#%yJ=ev&nc;;s4O+QKkl
z@~&m;uL1A^4D-7FwN;IUFX=s(d$BV4budA0tNIpdnw-XEE|Vi?tpx(JkZ2RM-#yM7
zhBtbWBJ1Q(NAfIV#c;G)VwoVRaU+JlHaXpkJ`H{;vM$+rTS=+bKD;>S)>WCJy12f7
z?|^&ux(N)0ze~C%WX2CcE##}OHrf-hv*mG?!~)}W>1fPaXV-6HA0mMa6}^SC_l0P9
z5{pcv#d4{s&MeD`$8Y+U_;keIvhpRiTP@0tBThwrJXuzB>0sgGHiIZMkos4C3oMjN
z`(%Q+6O1%0YF6wYsJS<Md^0je@|J+Qwuyh<_7F1#Ck>aJL8(d-AN!L42!*mC-&M9%
z?L}~760#~go+vegcqWWC3=e15@V+h%7<>QvD-N}lBgLC%GnZNA#G@CZC40%S&sn8X
zP~6}MEtcaBe4jgt6X~6{01r=?g*>R<1dMW&dx30*N$6NZ&0Ftk)))|LgE;<AmYNAS
zDzuKh{T!Zk>1_&{no($rX`zmGQ90zG*(pYQT~DO;NZ!4ZK3A^v`?lGvJAv3a{Jaxb
z{W{S*Iq$+P7h2+P3<Bf#>NZ}v1v<Y%f_v<3MLC0>cbdHYG_cO*^I_Zx`4=~HoU>5l
z3Dw?YKCHatxrG#0Cfr&`RmO1yZKbmcQ<2hBO-X#r<GoWVe&{yJ72Z{=Vrz2}Y$aKc
zK@C(yu0O>rTKhh^y`F?yNay}kSgxq=YNww{GB4CqsN>n>_9DF1p6t^KM4-CVX@v)&
zj?~#c6Q^6^r6mZ3Y;5!+&7=xLTV<&PnVd9|pEdCOm;v)k9CQX&QE*p|tQCtqRflFw
z)S=}PEGCN9UWXB7EYoK`P(WyOb#t>Izx@poxW>Q6IXo<^7-{KnS1e|0mclRE0=yAR
znH~COj+Le$<&^sH;ID|VFc0(QntE)WjnTTa5MtAEd$b1wB=eFw)N|0*t&M(lUk;%o
zFJw?AN5r4IcI<v-7Mu{@8@R8JHNgJ$m$WvGuAYz+0<czA<w_a>;(#jQi1|~Mx-LEP
zu8{`TOBq@~xoCMH>_VbYH#7GHAV0W75<sKZDfbEmiNMiYb$>Vtmcb3S=n^KSk$AH8
z`^#JBGct0@si&ETpXy7m3x^c7$`91_5w!1*_CRD;K6L-%l4BVP+&ApvIF7*Kh6z)m
zuwYe;3h;l-E#N_7C+FNb4Fgh61e#6EIeY8TQsl!a_zYnv9P|$!q<x&<fdJBVm0CSD
z#k*QD*@OKPD96OAcd4*a?!htK3TKL=rM>X=j`~;$6+FyFIS34hM4}Z=w>bV$?z1C@
z$D-z!kVvl*hQ_0Or$~)b7m0FFxaPfBJ6;?k?^vnD1RjK}H5}M-6=><iMr$(s%{OcK
zcC8q?tUfnhJJ#A78C#CBGV$PZrdf+tOQV%&51@UFthtGM5*`&L?^#OBih9a5Tra*a
z>l)ieXZVA(@^HKI;-aK?sh!nVt4gzoWH*DhAic^)Ma3sBE{-Ylq|x)v2uT)qNtWG#
zb?BUEcDEl6*>Z7FN!SRX%s^`t*^kDfaBS$Y=|N1aSR?|89;qK)-QACw6u#Ugv6I#A
z!)erz>wyX=W6KQU_XZbtpq%87%?L)65{^(AyQ*oo9O^tZD$+xCCZco$&$$VZW-;=Z
zD3ITVc$igL_E|{uLJ9eWW1<+uwGgOy^n@^%48z{H*t#k3&g>1tdyr2l8XL#p+RA|V
z1cLM<b(r}xPT!>^tCj~?H(njY{euj4#Yr$eRT<XtghW99eK^)9!RVj@xNE~2KMu9n
zMRz#9Iy~pX)O?7Tg>a7@3M)~(!+=@=tl*613}x7`?85W=wBd#19CDSYQw={imrS@e
zZ|oyZB=HNC`czZ#vA?7k=vPWwEfr|4Nl(W827{ddv2b$!^dq~Y3#`&7IbQuJ<%N*+
z^*e$#G8ixX`Um{_;Bs)~tYz&0XnB(oa{nWc(=3rbq5i~`Jy*Epx;e7bHK*4Hw6`CX
z+Y58-bSDb^@A$LhheXDH^0N1nJ{NYPp>2|BnmSk<ASdGYS;zkU!AJg}=f>4Z`f5H$
ztLfh-jQtBmY2Jq%zn9J9KyT5NK~|Q>Fw@oJ<pgPI<WZJ{`9SFV6C-)B^0n)%g|M$0
z10|fQ8ypkvs5GW)O?*_)e_amW{`FNH<gg)o9KS}nLnBPy?x35my|<nOFWPc<{};Yw
zPVd_ty*&5zXkUlyQxTx(zkJKrD*&4qkSo0lY0GMAoW7dBnAySTI_3+Ho5mrAe%x3i
zkVMkh(Utje1|yyON`+UAy~P8`2}YJXoS9y1{lq->w-h(V;)8t%l$Tm1C?=k((ykIt
z<zE=2HTjK}hABZ`GNkQtawU+ky%ylU^;--&MQhwoq-=FPDB^I}ch7r;O_y`X!UL|4
z&{j=;`$y*Ie*`*)fTI5PnkIJHxIF;`A}KeqW67e!p+@6ls><V5K;`oC4c)iB0?}i9
zkZ?MBCvhy?M5U-U)W<r&?qpQ$qpwD<G;aM(<J<@w73TDSi$*!Clg_4UeEXpkX+I$9
zLnLJd*847NZ93TbwC+59u(qMlBFb(_>z1*gOyO}gY#=EF1bKwm`aONg+z5fegDg8_
zsBM6A6d~LN4fEiD?D6w7_KcI0hDrbK9s)q!pKKhsA|Fso;H?cKExR*p$I(|NrDrS+
zd(hIvA&0Y8*v*)-(Obzc1V<ggcD=7&4aZUUN0_%NkZ>%hRj-{e7jp=@5XECbcH{aR
zMWinL{bgArxZMFf1|NyJKhrkJuT3v-@UpXShUM?<a^rCiNrwl(?b<@o%}6=+g3|@A
z7lI~(1076b&tT5MGlLU5kf;~{SIa9XC<U?<hAF&V*n%?-j$_sxRv)NLGMZ|8hm^mg
zP4=T(ee~r#VPk$1$o)`7o35G<X&%0_!|^eS<CX3?A(&x|<K|I^>82`0{!cXmZ&DU&
zsB_45%jTqO${k)rW716KqlD$)MV(nDPT~IDEnqvFiUGlEq<UZJ4mO9l>#6zh4Yk8R
z9+>8_v(?o}HDTvODN3?lOStMc%^zbde^e<%S86FJ+$0ztlv<e_EgzQTX{9_I7rN#I
zV-1{w#H|My&p=l*3ko|TI3W-!uu#{FGh25yQf7MYy({PWUatK;VR}%1bI8Fp?~hPl
z0{th%kl}oHsb0U%j8BC>K7#W0TFfBB%8NbK!_QPh9*@J_&os_awDb1-ehxY94_0M7
zV`%WwWVSPzkC6{eu^o%V(0<MX<c4g8BRn{mZQq!H2@x_JOdOKdRiN=8YyXkPgCYV0
z1zLeDVa82c0!#w~%?ib66lKFNGx!HRV)75g#?!-U#hvZz0nmR2PO=|)3=z@*Ogfur
zNIA!UY;JTnR|x?N`5>O4oj>2y4E2LcL+b;6Q0y4XrGdHl3>4{ETTd(S{u1hN5fuQH
zK3dMSSLag>5LLr(6Xlp99lFAn@!a^C-bJ72nIkrYB4;I}jSZrN`(c*+IKnqb`%GC@
zKtpgP&j)J8OfuPZ@L(thuas0x!*)v3KT;yi8;|D)y!=l05?u+|%ZmK&SXHegBZ+<b
zWBZEoNE!so+?_^ae<gijQZ%8llMZx@*E2N!i?#?%modfUEcZPx+R?LnH<Fic;)Mz*
zyPC|$GmNjlkL&BwCpcyTM?oG#<Mv}K_+u;D#+4L5->DN9#mMpV=Nu+wy)&=qo$=bF
zceu=NFX`NyKV8SSf21sTKKNb2Ba?;$P&7J2E`fZ+3#2Oh(?_IzrePmuQc!B5b!?o>
z;TM+$<;S;|gU92*n#A1yN=va{w?%gq2{{QTKK|YD>fUBg&<+})-U%F?iT<kNPs|z{
z8x0Uy2@46NQW@1bbZvo_RY$&N$GLG)?EX-Ej`&O2CK0>^IXi*4(V^Y?>Rw1pM)!8Y
z0~nM?RWel2r7XXHOWG4aSu=?)NS!!9hdlk`GAwD2`5U+g(}q(S;DFTH`u4}F;y=K(
zF98jJU(+VoKib)}&YJl`5p|yXdNC*{{_3R2lYJ-`n+ev7)?M>zqvRIwFF?(eLJUS>
z-rjR(!-yOzfwJ{Qg@r1XmPzZW!)8PZh@&VDFviO;F=&lrKzr_nj5fMAHRs*soOdOt
z7J?uTYy-B2&g4ucA@2IneoraS{+xA=$p9+lG(Ffd{t5O!@2XTpLkMyaSmDkf47I~<
zK<#d|y$`3dn%~0VDO`5g9Fq<dz$O8PiB5o?d!_dM*Y;a`(X4DyrmWh6x>3czz#!8M
zfcRr_*X^Z*gv#o8M#27E2@G6Wozw$Oa3m5O)IoM<dkXyoH<KbGHu-4fULr_FsY4EQ
zyuF+!nIMW8Zq3@%LDjQXy0Kd6Dx@kxiO4C3iSz^~s)E7+*J)T1EX%iQl`8HND!QAP
zbrS}ze^&Xp-F|xh=YxG{Bj`b3BS?x+r-|{3JN`A^yVeir5nioA)65NTr_qsqcIs>c
z<V7}M#FY2$Wy66AW=j>F=h2@O-T+McAd&_jS<odTa>+H8*U)J&Y<B-sp~PUm_GmEq
zW-LllQKKnc<q$w{<5IX6jI@y-aQ)Qa5h0_hQfj6B=qJ`16nLZQC9JmXf|+2lEeh43
z&6Ma&d0f}L9@p7}@-hOV!%;yoF|jn1y*+SPH3Z>Fpc-;e@~-i89;fV^cAba`$w>nD
z#?O!dHiHI<Ga7QCiiYFi*}QRDn1Hqox5aBiw}fbjmqy)xb8gA!JpS1J4MTW7>+DB|
z)te+inkJ?vbOCFr!H~bvEmjQyDBjaM?++PM4}lg8*uG;&TT~Ab2dJrC<!AxL0{%5q
zDH?)Vl<Z+DO%NXUU~!j<HDMDZ>gO+@m0@Tk-A}#-I=f;RH^d^(lzV{;MhMO-;!Wc|
z2KS^6%h$;0cKWT}2vLkD2lPD{B?gZ&!o0ej+M4KvX*ZE@>k~F;zwNs}0*CP+tL<n<
za$PH0mtzGxG1spgoCGHgqx);NB&bE?r$M#0T~cIGLl*Or;1Rg$gzOY7<`&%7zF6u<
zcl)Sv$=FsT%!z1#41*nOL~!sXq>V4Z9{H;003a#LvV(}JeBe?SVolBQ9A=xwtA{w`
z(0p5hA-8Rk0^cGYWm*Cb{yNBqv8!|AR-mt>C9z_^qPn{JUCS<)wMCLI>)H#SJqx!e
zP}M%!pnV_tH=OBIo9xg7Mw0O!Y`blq_u)yVeys)$y@~WJk~}TN5>LS?M%lDwbf&ct
zPFU^*DFY1SCHVPw!2BgF3Cxy?aC$|w#vL@fPN~zNPkFjfi<;hg+GNkblUd6Ge!KlA
zM^}zu)ok;G$N`HqL7kO>#USE-NP73Bp2x~8pv92rJ`@}3X=^%Wxk^1D?4j5aGj5x*
z5d>mB{Pa5krrQ$*mHUVa0Ct(B5{Gc7EdW#U@bl+qNj*1S8k_O4r)lxDsR3ud9p-Ij
zerL?SQ^W>k#!IYPwHpFed+Ml8Nwd!_{M;em-I5=lFx7QI91WSuC^SatBBD)Lww>C&
zCnQN~;wGqEm#$@Drv=2p{Lyso(zKD1LhJsN!P?2=fREFJ8^t5#41XwbZnG@R5E9dG
zPNiSEPqzROE+U$UgdSSYW;N?y>TF+*MK+~L(yq3u5&pNI1fQpZpxa{fSIY96xgm~h
zUn=G=@p)Xu{PR&bqe{16w|EN&&^pX7hf>SD^n0SKVv%CcKKSzN?;1+uN7(1Z%o7O4
zJUL=3G&+U=b`m1Prc5HKP0`}@8#9*uhWL=ujYlt%a09tS&!zB=80-3NPkcIQNs4!q
z4vUzh$(Ap=7n76piYB|hYPA26q4(+gYK1~aGlJ%2afkug*v?ogT0bCd6=*+6wLb}~
zQP=b5!v&40qtwya{pdT{QpCDsN!u|?)xgc30HX{q8np)`mRYPwRAII{q2-nc(;osF
z<6;J_w2;GTy|_8g#3;*XKFpiZ+#u)7GF7|hc(*sSPQ%=tSe@!idLb?uy~BVJa4JKx
zXSc)nkj8vtsAZ|mOz`*sioJ`P6b~Le7_ED$*KaS~sD>A?08Aa8E_+>_$`H;I;|(1!
zryL}^u2DSEg4s)Mtk5<erryZ<HM!Mp9@hIya;tP$-%om}VnFPk+X_2J+TNJRdzx*y
zbMfM9gSu;<>lArdy(-#zy0|qj@h-LBwe;mZ=9j2QhbuJSn99HDH+$=Msl$)Y>7}64
zyQ1*>y4!g_F!xp1I?w18I(pkgoQvCjmv==I*J$7T)*K}yDnL(}hGsPA(&gNkmt%eu
z*nMB8y8Fs2?qA<r(MW7|&$oY8(kR?K;%D$!kXbutKF`KB(Yh1w+_vx9rE==jeL(d!
z2Rel7acZyAc{GVSh~RII`HdCgy#N$P8=&so(#0+=UX^8cVh+9bvG$Cf=e)|XiLI{&
zm5e@A2#=>Dp2k7yS6+xgWTB)e!S@p~O31GN!+{R*WxwOR_P6!#UOym1NUd9&-G}!l
z8YqYKdLd*F58KJT0Nx&s)8I9=23wYBzxykiif+V$2*v)@vZ}dFzSq+{e`Rtr(xb56
zk;w}+gFw-5^So}?Ek~HuS%qTYRY%^;w)fz$=%`W#RAO|tTB-F5zKCQfq-gz6RP8;<
z?2J=1h|%%g{)QSxZ>#M=r{38LcPdX2y{|NSP`lw+%Y-*BL=+<V`S{7&)iFixGb@^I
zUicyWNM+lh|HzYGs(T3Htw_>Dl8HQvrga3NA#|)(lcsfCe{xV%%^(_TneWK5*mxXr
zND4o#Vtp1^q@1II&EhX?q~7!@B=FOR-_m2KS#Z=xm!nA1K$xvSL*iJG<f|GB$sK{I
ziC)CK`RXU6A$v?sO*5;}Sd^EQajb6rfZhEmb<PNWZ|${{Z!r}`yI;8QX@jk{CyLIp
zFx@cmn508*RHGBSW4d(%=ZWs0|1{Cy#GE;AnFgtH(xU%}jeilkpvw?1t&cf2asqwK
z>ua#^Mt#%ZVotIg@s?X&Os|s^@3gu@u3@Bc)_p1DW6@TZ@`^B_yX{82U__xtbpVu4
zr3BdsxgIa*zIW>Dy~wc%u7nsij+**aVe4OGENL^m59gv`X_&%b7IkQY++N6=*1^bP
zq*XP`ptKh}9PUIM9s`FQVz<#<-V7MOQBAjR-yZEQ*9Du_tjbJ`u$t2L;e=#a=c7)j
z$fC_u3<?6AE7YsMqY!akL*RlAj>(QiO)t@~mk2LVL@m})qz)~B=tYCA@m%g8ce~+v
zi}h6hMuguOt6^lnBl*Z)V^O)AHI^>Y_RWJE{oY@ZbSfaFQH2QY<2RAq##eBegB1Cs
z-r&0-?djvwI8MU)bA5<<wf=+>azvtl!d>v>c#5`7B!XpXhXO60n2j`wWPMy^k1dP7
zop7_Ga&qU%G+F8(M2UObQov2|vb`;KH^%V?xtnaJ5X@!c%WWc14Cy9HlplKTuiO=&
zoYe(-2P%U$=GiH{f0C*HbaelTwnKx_UMvw#IiN>2uvTbWDgi=?alwM^o;bW?A;JnP
zKh7Osaz-HY^Iq!Ulk@Z1?5G29k{5#ShumJs6G3-{iTBxmdM+~L3+1<FM@f@%2gW3$
zy+6i6VqD%e#lJ@RRZ=v#$kzCx^<Eqpe%g#CsPdqVXD`_lLI!}G9Lh}4O|8%+m4L<{
zxk2P?L<F|qe#C-$2qlT4xw(1Zr}f>r>=4&^a$u;bQr1vS7lOB@Q2|C^LIAdiItYux
zwv%=JZX&f|M8D~o0MA&rrDEihMhYLq|6yKr1wh-a%~p=HS=VP2ijAR!52kOlJ!Hk>
zCvIVom}7P)G?XxIr4aeP3hThM>V0iZBCk!(5@?Ucpy4uUMIlk4LMO#32dd{r0<vpr
zKl0uEU~M9;v>_HP$Az>UyG8w(bvuh1wS|?CvLg+v?8B`JF`6xNpz#{ff+pHiPerT6
zZ$SoM>@eXkqOHQNJxuB<ets_w67&fC$i{x2;oF^dsHZ#ZyGBGLxylAhz4ePS!o#ww
zR?A2V=^*q^ZngJgAg4lCmzhCHuoE0?*nolo&@-52EQg+(<XW3Z7TflFTRM)xz67E!
zva?XguK=xx0x=^y1?_R<*{Rss*_}1Jj@o{({_JdXsQ-?j$i}6;1j4PVtBEcYB6h>+
zkf@M2rqz~SHaVg4BqXKCzvY~nl1ZuDldgNbKjS8wxVSn}O2?SYUiIgwLLsX5K@H7;
z#5D{|H`98%6oN9ye7c0%kn}B(F~Mko-kqA7$|oS80y7|UJb^ZU!<Z6mFH;%&zC+io
zL+=kXE<y0$L7F9?AB@7>xG+>LG`Jz<EgjA^dHl0Pu=<4LUw6>_9D(C80{t%`HDq}-
z;t4=M)V<+fKE|}2Xwt)VD*$@LtmHSAV#_<iy$6ha9agWsf5;Q~3;@U#F+~iAHE$5L
zopjAan?qLQX=R*Exj&9VrHIZ23j?kD=dk;KQMhl<KkA9z28mQcq#;R^BMQNMZ%X0v
zFHI>wU*!dp^lu9TzqvI3`*xZ?f>L0JjNNnQ<+d<!!i1t3BayznQux<+coEzqYoz0t
z1)c*REW$h#E9ybgLgCR&bSR*o>YMLV9FzVlGBx9Hd^#u>qH!cb2XdyRwS-<XN8p@l
zy08lVa#*Rsgn30OJ|S?4^a;LWb34e1MQfG##)SOh#FA#!J=GSS905Hqp?695XrOIp
zDtz($P+o+h*kta>!2N##2nVd}YVy%Y+<}ZY7QL&@N!7+P>KQ20wxT%*`7BK&vHr$x
z!c>frP(LF#lR;c&4L7VJieQ*)hmoNsNk)dqW7OmH&X0a@-Vg@-LL7P_3?mk?=zOgP
zG!*MHdj7(N+%3g{Zy?pLx~J<*R2|6v)re#P5c0?nG!CBT4<|4Df2@58Sj}ns|B0~^
zgT_{3oGhV4(W;CgN0zjRv}m$bN@>%ceXTfJNGnN;%9he<EtJwGw4$^Zt=fN|`($*+
zHuL_kzw5o;Yi68I=X}4<_j&I7v)z?Ir^>U2GbX#MotpuQ)oL#pFJO*i2SLOJJD$(-
zANCs0u?0}wMvXMaF*no3i@=AN<YkFyrwm<cQo;(0Z_ML}zo31wL`OaN7B{3>IdtF6
z_-veUmqS&rP^U?X9v>-l_X`*7)Xa&fMh6`oncQPb@=Bh_@n4n?V~iock(GvYxw|SA
z#{?-5I7iZWq?mK0@c;u*$cMSO!NY(c@LXJ<7R)aI1|A7O{=LQd{x@?T^A;Z@405l$
zU0T$MVtKF$7z=|y;odwh&SuPk1Fvf%*W!%cW!kTDWw;)z!DC_S{a+#F|Ct#7w$n?|
zPX`Wt=%Or(Jxi>Z(9CTxE0No&aQ-i*WBNQl-!9}y*8ecper1mP`O}<TH-K^1;QMa4
zZ#NFmq0?&rE7dW{O{`z7%HUXS?(5jI_Ji{-goVkSgMylIDT}^^>6h7^YF|EDj>(z~
zjwv#!qk2X$Mljv!=;>_0{_5w{)2`q(WZEgH9nUcN9tp+K4oJwU3bxpv?toA*+W|Jj
zu|_+5*bZx06`gpw9f(^OPu1swB8Ey$&#6V#%m%H7ckcgF_}ju~<gsC?AUhPKNdMoI
z-Ud3-xe23m*Taf+di!Qz%f1EWFwrLMa%2sDBMLr`i_-jdqmat3b%e0CrppA;fGv)?
zgy8||MyOX*pV5RG`2E7;oTn#zoWtR6f#3e?J3<9+<PZZ%QlCRJWy3R!D~*6+L{Q(d
z|HC^gSG<$~cOBV!B{FkLXT`&D>vKs<Ck%6CD4XX{C=ivgCuBKXm5j_5h+nxh?%#4%
z>1Sl(1#K$>C;Jn4ipvfzu%ji)si>6SbNd{O(SU721tf(nf-q}}-ZGw_hP9f$QU>gP
zZ_h0M;>rHb8i61|1qvObZZ03RbIRVJSK1fQ_N`*ClPY)rn#qF;NY2iR%&}ko3^o7y
z2_6nAno;U`F?J*8;z~)q`su|*`I3lHTZT0r4ONkK@%kGqbr`!=ZP2>NVWe0rv!Bv6
zIMGK7NUITD42BajBO_=p_?P}ud*O8Ij&XrvivUAX2o6)Wd&!N1w9KERr@J$OSyBbS
z|5-owO~HS|d2xJ=U4o?B)FGvw-}O3wyR&RoxKM<^!KGpUtUkWEP?f$#sA<nKwIS#u
z@Oz+?#Fy*JU^qg#iV4Gy=y-#?%g{bQ$-&OD^7%3ly_=?4b8W>7loc9k2Rpwzvt%jf
zT7PAX`|fwTbm<bsBtXcmux<n+_2C2oc!Iw6=zZ_23F;Rk;f0kA=zoCJe6G)%_X`S9
z)Qf4ijmga;n%K-n$2vet4gv=E18Y~$d09r(AV3`VGiToXlqDR{F|o-gDsdymzPm81
zkl&DFo++nMXNMSo?N7(AJ-@I#qz#5|pf$Ghw)fY<j6bw+AqZub*!FnLtJ~V|)?a>|
zB$F-A^(k*+z0GG)U8LjKzTFplp&|Tlzt0$5Bx|yHV}Lc+(q5p3Qb(tX%3q0mE!8@5
z=0M`(GF48~2~v6Amt5ce?iikAZa*^Piqzhn*2b@+jo{tQrTh~-1WZ=@d>Kv@1E50k
z3w(}Z`1VKxg4>2B{$TW6Mo92~r7mSt_!VA4`0+y%&9@uOyj^f^Zl`7$j<eyzhl898
zLe>a87GZ$vD9xgvoM-4jAdhV3`rj+YABqBN@$Z!~EEdqxE=>eu1YF453dLAOEZ79(
zWUZ!#h*abczmohci6^#COh1LZaqwyuUx(+F$QbHM65+N37-p?(cr_$M8T>g`QI``Q
z_bVJ*AP6Hk^=el>^MH>EyBB{}4<NT~z)eE3-XZ010<}L7$>t-&*rN0<4|PCLP)$ZI
zB3O`pe|CBW;Vk+a7Y690wrNucqS3H97<?$bN7*1qQ+3^^)4!009)d`zx1qOZ{gUE+
zmjD%a`=bdDff}*;dEh}jR%$9L7kzyA$>0R<qdODT=vw0TKpk1)DUs292T~)HXgByj
zT<d2k>)2KaC4vg+S!sV6ihV#R2GBT8UbyWTQEHD;Q<oTKP{dK~%j>V<l!?wXH#aA*
z9%fLLkl=vgT0Vx@^nb+2q3{$ZBxr$s%HlAJq~`{ddWD*45X2HG8pWHtK#uK#jFd`w
z((q7O4GpZ>)r|Z1|45x&gke9pOuG)g(}bEeq@5(c`0FRhe(<9Mde{Q*2su`J1xA>^
zPtU^f&<r4H&cYi#f`n|e6qNLA1jEV>LQ*v;UQv${)r;9O)FuPP(st@@>1fVb@4;qg
zhuHQ*2h)@xmw}(l&BMb(=(9x)Mm!ZPjv9V{xQpZK<CHYC%nqBxz8P%%>c$H6;vIOo
z1Uin?8aWteh*3k3{A_^qB*`fT6RGdLX!`VJ(EE;D<$$?HS6@^n0rqTpJi~1^(Bs}$
zD7eL~YBzz2cm`E<R6^s4srDc4NmtC9J^MK@sJcBCqwyW~Bz#;Mt-Ep)Y>_5+%724}
z)DU@>6uBdTYv9b!r5+XE2+)&=Ehnh4pR_EF3#Zr#LSVF!OaK6ON8ytlZ3G9yEx7@$
zeRyj-7+isZimZLrp;x-nfWE!J*Vfce2j)#|G}ZUnfyr&aobSAlsS>J!7feG>FED6%
z!zllS+fQKSg}F#UDkF}aQrqg)c0v#c%mKy(D9C2NwD`1A+2gV%f^S42LHX&?yy6!l
zMTD)Q9fw!7;@4#BP5^|;C>r1o#yrG#%7>4l#{<*ax$mZ7o-pnD*@4!69G20%79%J~
zz`u$ObV(dfr)DZ{Wfi#F4^eJYmPD?+6rUY>#ZR+t0xw$8y@wS07cL`pCd6eNXdRlR
z@Jp|g_QpT8S<?!Xq{EAdtUcz%H?A7GRD~66jD~okSDTh;T<wjt>WDWm{WXaq4?zK)
zi%Xb*>GItMXZ}(;$*G<5YdrF6xK;Vzsf+AR*&q@U46tSC-TnC0w{GRiyHycJ)w>t_
z%oP5TC|&v9MhrZ{3wVG|s!h2GPeJcqJVZwJPO-G);4Z{N4QmhC3NnBVrA!?#Ms3&%
z8|<QgC2(qwj0{gQMaFI!S~~5AwFl5z68wWA7HEl&nj0g7Wj$c?Mr98#FC&<`sT76B
z1l}TdJP>G7(bZkLH`ttPX&qiunpS-RAJOSGS6KL#P16oYk?PL9KLsBx#2Vf5UU*S9
zSCq&YarkBZ9a>+J*O}B95R;J68R7`o>rg9rqQC+rUbodF1Lho{NBbg5@C_=1FPLN_
z2PYf=be@zV=$c-$ckEoE72Br3Oh+{tIgWTGf=BPM+VlF>ljOpe)}BN{YI2{L2ZVOv
z?5++A?@9wUNuXDLNZoJqHU$9Wd?CGF@}q4cfvT49Xl^u;6*R#z%zJSbB$I>_fT}RC
z<u+67+U%E`FHQlD7!7}nZEydQy88z1<~CBBV<#jn1?_hxaaA)3P|ku6>k8OvRcwkq
z*RfQyaCh-6uW`UH1Z3C8(@F!xIH11w?!(m7nj2{%IS|lC5o3>y{luwLYWU(5RYlHL
z%~(@BkJg*q0Fx3*hOJXuKa#W`Tije+jMYY|rwS}hed9mKFe3#6My_NK+ns8U7DHmG
z()#sY79me`+C`2(Fj7)dI%`qs+L4fuFj*h{th=|jaMkn9*@i|hk$OEB5h85&^XKRI
zXKLuL0Y2C(_ZtS+L{D9gmH;qLc~d+7c5}_SOLD>P2YO$Woiv%brz_BQ+zHte^CQ~L
z=bSLQd@*);Zz9BLvu|9yl`?UU{SD-W^g8vtc546q8`E4Luh?tX9tNx^0!S2-^-*XL
zf+ke;*GzMrlc5ok9TMErVk$ZF$sK>yl`Bo68`gF-%yD;v%C4hroJi_;SNU14RWDtu
zh_%a4I+R9K;&FZH+xlVS*U{fz>2RHM`L1=LZi9fx%lvB|_p8qNbV;e}_+R)`q8cKo
zYG!sFoQGkpC>M)ZewH~}{<iYcVAC!svo)z!Yog0#bH5@P!$zfA*bArzKqH6RFS#c!
zGOk(}%4d|S$av5II2^?k=s3Ci^{r5x<lzDd#szF%fi9GwzoqXTcoE7HLZS^F#M_C#
zgDrIfojk=(y$&#cLyu?##D!?YmO}H)yq6Tum-hk%_7ru+JTuGgcV?HtP&%g%;}@+x
zHZyEjcC6OGK;eZ8Z)7E3{pC<tpJ`7qMeji4%%eRq+l*cGr}-ebHvE>m&x{1PdLDk+
zq-VHqw%Wc#YE@%XQwu=i#T{br`=Be>@OC%Pi1+;fbw~|Vwx^k-BSR0u`)R44ZS|Z)
z)WmFF-%S8eH@rLZmh80HOzU+^Fy8c1&$8MRb0a?_>vob)9ekyFT_?E9aNvjRW?%+2
zNT}FlngJbeH4YmuCZSjeV>0|6K?$SZUzaK*vN)n#9=#p*>)SG-@fZfW)|me?IlqFQ
zNaYyBbIlj9O>M^Mf%(Y4uZ2sT?8S{uMm_opDk^MZpuo<C!54N<B!>^?Xn%qkaW0eT
z8ap4QFNC{Db@7_{XXc0Ou+Ec-GKx=2KmudW4r~2}Y?ECXDG0p`INz^BFFl5!A8is`
zkg6)EH>vF+f*){e)p7H>GcA^|Xo|_ro$Kf8By3_gle%YO4hna}n)dc~7u(z2xFp?a
z(Jp)P!aRDtcsZ1#?G$g&j1RrWuVVLV+bKw5Uu179>+L-x_1TU1Ex|=1;I5CULIQDT
ztsy_iD<0v?X5V*G=+y<o=X56^ARwiU#bO!4Ej@h12q6{-7F9U7YJ77lnhday_O!fC
zv98X2QlbSK(pW7*Jyk+&;Qyk4qeGpN15pnN;KUBoyfh^b<YT87c2Uimb73y!9A{qz
zQcb(lQ0i?!ZR2K>(b%{*LN__-MO}Z1cGmzW29im%*oMZp-X@1F_O9s|<sH_rAj-bX
z#sMYXTivBi>5KTrjl%{}KBHX70K>O{ghW_p0GDkq`6vL<1h(Cq_qePzoVpM6oeL9o
zsCk>>M@oGT_3N&|mL6eQ2qxmKu1>6}UbL~{BJ9z<je8uME@-AUW5J`qJ<TNj6Y~95
zT&ln%sI9)%f&J*D^Eh07vXr8Lam04JwJzHdHU6mL>DqK{y%*>ma7sjcl5}@-j*&nC
z=1CDw%2tE2oBU}RHYg+=sG?_&N6rZH%<`luh!JJ|hbVcxZI4XM=om~{0XmkJycFb$
zbld3uGiV*^@lKQ{XDvcD#O;1{V{6?DbqIYh_0pdzLYyNJFT@~jMroHt$`$gB5~`u^
zCKr6{Se%nAV)5HV5wo4zL1p#3NQ(WhCQFx7cVv9M3hDq~bJt0WR^kWUndl#?C<zUT
z%h6(#D?z!0d)~GoOb4Nlj%1}9sB5vP{o)1E?uJ0C#xak>8Tg}eWFfXonN2dCl(STo
zb0r-2!&^-M2-JmTTkATGVZ!_Bscu(Z?<DLWs&*y|4_8EVD+L(XWm>IU=ZXM`ce)K|
zkK(NA!Z2}p1(MjHRmG6WtJkAar`oN7zCz=mB`q2tB3@lJ<mks`#R|Fv3!V{$0yLnU
z(!v|BMG$ODMtgT#Nezr)8<7RVoP)B9<~`wgCQ06W<OX=0!LyVFOU1^D_(wH4kn|(P
z1Kr;)tVG2Gxt^MzGfCAA_JdzyyAQ;mV2a0~2uZRtQ@jbXHpAOQ-ft~{*U#7bFC`Ud
z+9KTa_f$HRLCZ+|RZ}Ni3UcjbXJM{azEo`wTO=PaL+~c#^h0+`dP^}AG?<iPIAynm
zQa05TXpoiAM&icp$6?ouEjNE6B@<E)teD4Tz;f0{e3mt8(!S>uha)Yc#GZ~C3QGaM
zfkfYeQdwkV9u;&ny^-r|fZijiyLAg0^<YZR2ZW=htQ<fD9`<^a(4@Bk3nmg<I)E@K
zyp3UV*MHC0w4}Hd>a~`3RL*b!21_Qz*7_oxBwt$Th1(wgnm0UlPGIHpoN);syY>#g
zPnuRr3d;Mb5E;@v-?L|Dq}}MM@xVfa+DfgxeUyClv)grs=91enDwLC4Nh}N~s66o1
z6HiMS<@_LibIIQ_GH98{P6+xLQ0j2X#vy9R=(phy`nNvDbP;qYnEvsLkw*Um?z~_E
zZU{P5!fn3%Q8@QCaj2$TUt1h&MoCdP&w`*3tqD52P6gZi!Rtm0<?p8neS4IE_VM!a
zs(~mJ&w1iyBE~-@;n5)NtR>{uh)jJNx{#speT&j}fpd&-PR2eFfp3OvoZbpgc&*7Q
zkNivrs1m%X!F>15cQzMFHs%Pw&CWK#o)1Il;N(Pv_EtnoB*7CNCg1gD^g4GQ20Q4d
zrrqxVlqIixp^<j#dMDVk!wQ_01sKQb^hKF!Sk~$QXQ*8!MJl=r?BzY}nNHR4gls@(
zGf<nCfoe9FiY62cKZn^q>}cb7yJ=WGk_gDPY^YD8O;CM6i?M-x%S?h{NGVP4{N>NI
zk%PL#-ox&Cnh6ynb}OB*tjfq-)KjE~?-Nw$Cdod({N*PYjQeVLFBFly2@N%7r2rh%
zXm|-wF&tPF+6=G(`$f2~Z18~M+G0d2F{|8F*BRt~dTQoTz_kXSpLR~Z8IR`xT)^VR
zw>P}QG`Ow;9%npOPyQ3HF(?5(iqt8(76}}z{h!g5-?qj)PN$@}zRfxgtpyrgW%a$8
z9GlviGl3w|xom3R0-Nt&>Ze116oI(?;CqNQ$xkjsMAzWdEuNPlHhQyZb^l?_I3$_s
zU4)A(EG%r8yD9AklZv5mYvjQ8T<7{6<{*5)%N#f0x-_TD6mE8+4j$U<&h<)ISa-Cc
z*PBo|hwHT=Dc8XS-u*}o4=2P08YP0le^|o(Bnk6d?vL~An`$C@<oCI&DTB~Gv*K)K
zh51hjJdO$Fe|uygOzQup|62~|S5)U2vMR4@0{>0S3m7L_OP>RVzeSKw!Ij+qi^+WB
zd<|B-AlQOvA;4*l|8Zq6eoHA3;W?&t><Nh5{2uNjp8YIr6fB5jO=HH~UG_OY;oIf-
ztr>~ybIjW1CMF2ggqX45ufLLuFdY1KHI#A~%tWS@&7OP#+yHdo@7T{_;T@77hI;%W
zfr~IcY*FC0`SO>bdh}#c9Ib~-LzurnWS|&A(4Ir*9EtV35)M;!NU9j&gT{zFy<lph
z@abROMxNTbF;dP*Oq<6d6qSHp1imOhgp&^`7j+}P``#Wm?CVRTkqS&08wHxtsY)_0
zw4aa=BS8ijgD)xJQ1%H(4^7L44nG`~#-Mk~V;KLdfQG(i5TNENswxc(LJ8&U?rBTb
zK!;S#uM2T6bU-Vqi9pH8$u+n?LbTbb7uv;S+qcJOK`05wNHb-_+{#%uA|<eNVpc6L
ze~;Lx{VDRnST6i>+<Kkg4@6%=(OzSn-04fWTSH=7wWw3OQX;~~=&NJ0j9HOWZ?`l8
z^6Qg(9pROF(Ay0#lY^dT2P*mk3o6LcXN>XwnKAs^XOrk`)TESNhh#qqlfu{;uUi9;
zPF0}_lCW0)rHQYt0iPol#fND?B}VuJg-^#sUtNOZh(qE+#g7vHrz9>#gyUi&{F*Yi
z&`}``amI`pc^I67XeB};UR$H~q7z|v!A7X{rzvrnoRLQPqBe5(pKuQ~QaWPf?ITvG
zFoan6Kbfao`7Mk<CVo+NwhHTLagl?#a7?(*l`zz;tVVgvEBW$gOflXM4*v*vej)1g
z@b`E6v*3M2g%OxW5X{tsd~`tR$s~gkPblA)A7q%?<9c<%U<yboqjt#DeE~0IZW*b9
zM8rQU0G16|yq<dLv)eaQ4A%gS1<uzH{W%j&2Iq7*eL4V5#!pX&-zHrZD6(&Q=DpM*
z4lpEP*4i*#(cvqBWI5@W&9`=)A@L8o0VOsl84DC88dGip-6RSCl`5D7>*k4!Lo@f-
za}u+WT=8?iA6i)C6>T0jbIo%yfkH(W0TUKxM`@rRCJKSj9+dW!j1Ttc7I1D-WKwn;
zvkEyni3kGGGA>3x)aeC1U)NRvt|H;?3cS5iHY&78gaxhjk<99y*aW2op6{rXmrn=B
zFjpul8UY5NlFjH;4VHk;zBhwd*`PdYl*<`^Y(~D-SnJc%5;*a@F$=!LxPDs=LXG1Y
zRA3UnmXv(Zc-RoKMcwv`myyCy0#fe+QAm(3M8(mrcM$sFi{R3U$0&#$ryW_Pxng3!
z^Zv!Pp1g9|T_~)T!8cIcBV<X2Xq!nZ2nvxRUvrQkLK;ER-puZoQ8G;VDRqtF*eTD{
z5;m>4&0LFo+QUD;jVb6~dDF^bJCG<n^vHkJ6u{*NiM|Jg4S<3pK!99+uQP7Ulk4qj
z;?)>3&1XDxFBFQ87VYOHB0P2I{V!hevt12srChZXcOE~IQD4_O;_EacK5I35cfryy
zsd;I`x3L%_Pm_x5>7G~jID(`dJ65w1Q$+S(-X95)HiIi7RT`2ar={J%0t0s%MzN6~
zJ~8JFG15<J9`H!c_^-t+jN$HcRJ%yFoewAzvz~&s)^Vvl#;n9v(1WD=J{K9e7+{MS
zjQHd)e_;AXl4M<RB4OY_<HX~*4*OKvaDJPwxr&Y5^I){nm!CrT!f>(!NtKVM9|ayT
z{Dp{{CQ<^B;pPGIzxSp|ku=yK7MpBtNLLZeD+C{xi}D)}u>2FmV?*46y(o_m`!^4c
zhND$hl&yd>^deHUcJ*|%la!B_UorsqkHVN?EXV`w>b5WAzY)1VitPK&x<?8%_+K)N
zpqE6FIcn|2o8p)Lj%g*A>l52_5Uuu$MKQpTsxyjHvoND2+(8GP%FofCB)^9C+!A_T
z3EN^y7ZXkTbTRo?-8p^wVRDdC3;<<&;}mf5HZM-FnJi;<l|;sMO$fdQzsS)NQgAPa
z2S=lF$!JjF+mj|*t^1WdPoL(5VEwRMC38A4zSJKg&lP|&mO<+==+Xx#WNDMs-XuOk
z^HMwr86w2VGK^VsovCv0XWF8PpCZu!qBk6mbxKJk@+V(V&=aDFNYf;5f_d;1XsV{8
zQ(Wpp6#E{h&Mk;l0~SL8qr}b<6iou1jZr!g^g#d;nK^OESH>tTi@!-fK=Nz)0s5Ad
zItpK7KxJj+Ru9uZ*MSDReC0|w25qlizdoPlc!12T2zl=<ZotMGWU^qR%EQAF0P?3Z
zS#<vVJRpmgz|AjbHv<$8$4u>NWCZ(~i)h7Odo4Pu5Jb2w;;F*A9Wsy}3%~^?tQ?}O
zL5Nqvmw45jmQoR3))V{*dhupxan<ZHJJ7XR!pSom@t0Km0f34+zi8*wSGq&TY@0La
z0*cr_{r+_RfMq_Ng^y}YBGMn$us9x&B&Nisa5Pi~ETWv3ekvWPZU6C6HP~PXCF+xn
zVy8nUWPUYcgh;Fc#VS+dSl5KCEo6lOoVLXw*j)ov{l4gxoD-#neAY-)dY|D7A9hRG
z+4V2>mD#ATmuqo%vLUz$=c&=DNl+G08HpIkRqUDT{jL(Ftl1P7Mgw4AVPFT5-XBdi
zsvoUru`9k--lQ2$6Nz7gA`{^pXGl^9iAU7_WUjk8)Ca63Ql#z~K7*<o^+gn(SpF=)
zP*SgJ$(Nx}aRFmpz_SRk$TdTrQvOcZ;H&ZE=Mi;>C?(SAW7mrkGl5556I(fR4(4_d
z98lw9j=r3}GWL(lNTPU#uvzOuGes9Od@7R8ch!JD3`a9=0S4U=dH+2h@g=yMoM|DL
z(qU4id@#Ooy|KSU>-yR4NKWle%h$HnPPC2!HMtIZW?PgKRzI9srlof$TL)@bei9v`
zR&+ZIT|#F=wX2(3K0sRJq-F=|hmz^oX*pMr(t+tv*2vf_Y5j;D1Kg2gV^n?{Z~baO
zm^t?k1J{RcHXBY<E&X(euuUJDZzQUiHnel+&Kc?pm&_4ip=^)**!_m!2&gBp%{&GL
zfWev4@ET0H$^{e*n2wDYPn+1Lcxe-mSS%8pSXA=Xyq?N(jKyUwO70>)LwX0UOtfp1
zQeO8)@F*~%Bj&6??AatfzRLh?J4&`EA<vk*kvsq*-eeq%vQLtI+}(p<kQ^Kn+OcXc
zHaFZJ$~NxF1R2%sHpMFlK*kcuov4)2ibUXVm85geElqf(9sQzX>Pg3a5$YF;?tT>h
z?@hMME|m2><v6ug8k>{Z_1q=HoAK2?iVOFkH0ye10^{hOh@<(+B|aX87jBBdI~;<e
zK40cNRF|@0clNLTTc4}%7&v^W<qsc1@pu7vUTSqsYLCDDV5VMiI*3k8nIy5MssF;#
z`uX~58yR~fA20j3&)v%lEG)vf;42bheTg-NuH|<YvTxA#Bl8qtlbG1UM!5SaO}FXu
z=dVRt31kBJ`>U4eSyNS4-*Yl*T(RWrk{;#6VJoIS@_f;C2QD@h$RU|?pk0JyULpmq
zit>}Ly}eC)!agQiRGOSZ`U!;e>MDBcBJ`0l!ked~8Fc8PxBNl;MNhmmrzyH|B?aEk
zv)eUx?a3K;OFmNlCI8v7!c1iQ#Jp~s+1)n&Y3le%lS1MDrt@w07YnE=FqgcGD@Gt>
z`N*?=zV<4dqJ97Vl@)aR&G<;$<sbja+XDLsUv?Sl|3m%nL6j;pbY;f!_H*|?Ry-6F
zC=gRGzN#)!5$M=&Hx(9Us%P4O`ZbmeephpDfY9#&Hv_%H<R4a6rgXozU9)D5ulcHM
zQnyDeu__LGXE;J5&jx9G0~XFQO*kf}+$rzO^M)xepPX@W(ljlQE{A<))FLyGZGI>*
z=)RBilq3a7L=P2gkRLXBD4$N07yg>#9tYKm|GeLOHw*@OFFKp6R4c4gFIFeqYy6sG
zH8H(F#|$}bn4!S7NX;~*5Y^V7IB{D!n~3zgQ;WK4{>i%5KTJYwT~|ZCW9{`+3v4~=
zok^&2&}W=sl87L#^uUP8KIU&99=Gjo$roZx(6%^(;b^Z*7khlpK%%T}I+?BKxrs%U
ze2ziVu(4iI?mIT5<ddI^o!kIdQIF(T8tq$b6(l(Uaibly{Fj`nX`1n%#isJ@KZ9`s
z0GXfwn3u+8_C>?J=qS1_X<z(qGj{FnG?&Dt_P)o1lpYgH&VhEd8SQ_m@#fPVZCSZ6
z8oD6bblIZ*SgX6gj`*aXZd}mX8`==B-#$(lJ9)WoM&_QvJ#7s*-7=&Mx4^86afi*K
z`K|N1!kVV)Jjlx6I!x9LgGRPRPN&dC(Jekg^-Awj_I%vT4c2-U@85TLjT<{Q7Y+u)
zl37AR)LaP9n}>a`d%e1#oz4{h%q!T1I`fUDl!U6z>c$Q)VYq8|#HhUfI+d}1{PP{w
z4h`2$(q$qatVLkzc%VhlTs?(`6>T8xz}6SgY<7CZBetmK95`SjP)F<_aHN%32z#1+
zK2xMdzBjXxAz1CZo=utF2!hm%;nMM6f$Y?!8lnumnJ5xPwAe^}c{}(*5hj#>6vgnw
z<QHPyz6&Z_87Qz>e=bw&XhG66Mj%~<LNF%F+z$ze9IJXT2y9z)c0w#*&&mL2E?&BX
zGZDvRkF|YjN(zDGS7Qd>UF-L7-Kfz6{?G!S^V1BQ5uaq@HxzMLRX>E=CF(;~*h0B!
zFN|xv%`vy_HDt$$O&g0Ee#Wx~pjXjs*w=q)hX#?=^qKc%aPkKDbc)g4#3-8|VuLnq
zpK=ddc=ixMd+6oK_Jlk*NET4X<D|5Wct=MbbX2R@fPR~)e37c4JPowXN^I~C(D+@`
zOa(G*fLyVj7SMYyoGM!1(6GF^iUobNEB|PSzQ%9S<Y<o3+~R*f&o2PBfvPW;T4bs-
z@OhyIY(_m{2*D*!Wcp?>iJa*E8VcG%X|=_84V(ou5z7EYa8KsUHRs@S`UgiFOuB7-
zyf$3Ew>`6`g<wT!j4U&xV6BAnR)y`3B8Ec4U{1<Q>B5SdEN6QQAefMVZIJEqhLJ-G
zJ(b<Bz}v!sP<(wO5c&9X2xV^rq2V7LxartN(Vg42RiZ_Wyj}#&1+0%M@0tj;p>`AE
zz_O-x3y3Ug$cBi9o`h}W2DP#2?H24Hrzl9qng}xp;yQ{N9IsFp!)}J$v`Vn|)6tBj
zox34}+lBcZn#qodPF(;m!Xc}SDwY~IZd^-8P1N5EEvdOkGx|@G_F?ZLO#RG4zNktA
zw^#YlX(Ov4D14_NspqzIvZ#p23ji!y@0uPoT#ZDk>}3R;Y;luqJk}R8P0?boElqwm
z)wXgv!G$hiO_-Ij(Zb>u&Yd9Wgl%N~CR@8GWg{}C1$*?|g*V;^w*4F98oju!zvaDa
z06U9_uypg%C{$!#bETw7Qj6eT&JYR|^77ryXCZp0Pe-^BK{1p7ErJ0%w(HVvG~XRK
zx)K{vK30AJMir6N8Tw3BNIz&U0G^C0D2U`PY7W70m4@VA9YKfYGl)kSL20ZIWFxDG
zPy}&AsE(Sn@J}QJDRyvm>kOV>;i^GoG29#Imr~oJv1z5gUy6FsEw;VzG(Lu!-4g3*
zxK5h%-;g%!=bXVcX=Q)us+)E=@GKoGKJKgTP6~UfXztYdYA4-S2oZ2#PYqefGx6eo
zRit}j;7PzN%Bi217S_7C+=RC`;ri|Z2uf`M@{;L}-`vGi1Io#A6i^s%lx!rZSn+dC
zo*x2DZMo)4brIl<AQykm#fUQ`b8736=IxS60%Hj8DN7c9xltK#3t;p000xOdw;E|a
z>X5bg&c@`PlcIA@|Lua}cT1hYLa3(MPn$MZaq`e>zau|@5?ds`c40R>IhKFLFqFgp
zdlJ=(U(9#%CQRjmX17jDEq>(?i`9;ClKnd=SmoS*kSs%g;V#jgPmjBmdM<w_E+P?S
z%`yl~Fsd+J!MK0?`-!68GAWVb@iE2)!4PT~(40=(Y=Ezm6C?Ukh7acP3|&(Ei35{)
z{d2&<chHjJT0dEv8#t~eIUS6@Zf(xR=PAz#c~(!Q5(L=IQA><otO2NmoGko57<+tp
z72t}=!%T3iplAiKldi&Z=nNcF%=&4|_N75F`*4rmPqMv8*#zq{C$31qaBuR*lqtlD
z9N`tH7Q9Jgg3wd~pU%OFdWB#$kcm*o&ro#DWeX``ju3mR$H-}GAPmshUFArd?0+Dy
z2(!b3nuH4mi<{rRx5G#?i%B64Z9sF#s}%u5XEoRuz~UtHXu&Q#I9#j$_TDukf`F11
z*ii9qsxzrSGIFZyCbEfx*`}=vFsros@BKe9?N8_!eZi4ofrBC1?5SRJ4x5gqd@`Kw
z9?<2ZfT@OPeD94l{Xe8Il-vN<t|_zeP+Tzd$9REGFC~a6ix9!;3)wFSX!N9eBUf?#
z%&KD}U$_Eh2fCy4F0vjpTBjGKqZucLp$25JWv9BCuNW{?>HFg?ze~8tVB9M7F_dN$
zoe4muL01RF7gXN5d2tRT1i_#{DGjFcHA<-?VEW$^G^XkoUsjp`E(N+Lwax_WlRf1W
zQV~~&Z+gqVeeY(^M|-^bzZT;_e(lnlt2db}n0tv->TSZoK|#{E1|(l0CkBKWpOP~X
z=10<Ij>#n1vHO7fLgxi%eiqF7E#pmA9-x@BSisBjz_^4vSYz+&@bb5-m-01BnMCFi
znx#cka-kbz2Z6JpSh9P<lN8P!`-ht+p?aX6Ti?W=Z;4o1MQHW4LD)hzl#MK>FbC+V
z@~cR3hQV^iTY%|M&xPGzn)14C8&hfo<-g!a!8hx_K&6s=lhSET?6h=j1GR@K%{m<=
zz1_M%STOyQ#qQHDOm+OE2T#YeO_#YWSg!gA<z2F^?C}{+ko%sJNbnuxi~&Nsdd(V(
zc=7(<bJwga))3a^j}OOLf;L2sd;j0zGvLAjOe|O~gK&IGABTt**{05K{<FLRVPB|d
zFdGP;(wXKNQamhy{=`H5)P4ofn^T@)R?$&%ZhiT~nM$~h#X7?z*cZbLr?Fsc3xdCm
zLkA)$7Ygiur30ZsCzqVoorT}#sO|v(N>Tnm5IRsh9gN=c<(D%QCJslLO4DxuJ0fkB
zM8HsrZl^5OFMp<`b7am~&Ux4b!hmHMRXz`#ylBTMIDzNV@GNk3LwC&i@&gR#F+{w<
zS{V2`4uc9Y<pm|H-IqayH@I$@!ZE}u0}|NmS*{xux4XdV+Ed2X0BFG{PyOXk?0>Me
z#r&x{#aZU*g+Dnr;^oUtKfe)J1E^*XkPmJqf?CG*h8+3uzNwvQrg!4QkE6fdSn)7Q
zZ~gxiP|#T4IFxk;C>y}GqhC?>U+PfEJs#N9hd3_ixp0nhQX*kfL#^|<m)<z#0-#U?
zS1Ped{fKonIFZXvcK4%DB}afz1N&4S+DxG*C6$p%sP}LV^zMQ)h|)z!whqQ{$R)M@
zn|Iet7{@B<p>UF^p&{hdS0r^Ha2L)2>6j@PsX*i8(9Rl?cpBqp4s4QuR~a$Gw8cUb
z!4-b}twLinqOSjL5kRtFD?wSF1CInHG*)FR^$Oax2~1T#-{aI}{>Q2%!vdM78Nyq~
zjQAsH?j{D`hIzjXUD2&+^{c7I7(PC`<>Q~PIAh7T>GHt?gML+34q6^^V%plFhnNaO
zgYug?XC$8&V(xc8zh-7dcbrI+(Nmj@!krcGi=W)dZ1Ry2k-UwqsPV(>kx)fCMVv70
zFU=Wwn>-}qA)yP0uyoRqK<X`#sH3uL*RJy^M-CmTgk=MR8W7EyF>;*3sIs$XXZrhy
zYaHc~REO&whm4lM;8L|RsjJSiNBKT<@^4(W_9)-!ifaQJ`8O)~J@8e3wXjd^HRzXL
zD$z8Ewtbo#8T$twrRVT>m6twd<XYS_I2^-THFTJ%8PmCmf2sW@_IQ5&+Sdw<S-)rM
z4Wjohskk=WP@3~Q`rf<#>eC%o4X<u09?_#6vazjAv~6F3{58y-la%DzlAYs2Z=5f}
z+#OFQwsG}c33?OR%p7rn-(WUVuoN>XU}+pxt~)HWlg0LIOjbXC%0M+UZ~Es|vQB;b
zqId@f2O$<ra(t8h-QAhTg~s<UA%^<PTHaBkJPf?)SiY0$9UKau-qQsm$$T&@i|Zm6
zvT%`cYKyYKL3qJy_Ef?O{Q`8Oo=i)q(%)R?33=6MXfr3u(<}S|!{=#gs^Ze6OCxy)
znhICr``hx)4e)y)98&f7bshfLJoct={7xv~63KCMJ~)&@jS!`^=X?seiy*9HtL-bP
zN5V+z@eKn)j;|XmVP!egIS1n5IO$*RR)ydm^}Tg?K=1>+-zFX#-nr8<-(-aC-qA*b
z>p<H-6<>?pRt2X?N$t&OrJJA_X!sHiO19p_IB*!2kN7myHazUVCeGDixHC%GnD#A7
zzy#uop2Lybf+M!-$P|<3AK#_c6(oQ~mo|HQ=r&sUvKG{8y9#5?)F+8JPyT({%@6mz
z#Y@IaP#hq+9;h&L&b)c)kIpbMmdhRGQ^s=0HQzKyLV(uR=g(}t@$$3!l`fMFKmghT
z6TIcr>j>K42q^~a;a;=7XkU31vt+HR%A3YvXmT`^m6g?xj0iX~^s(&x<7W**UV(-c
z`gm}>#FQ4S*}h-HmuvC)de8za-0U%5-vk~12x{+%4+17LD@R<ZTXgp9RrK#94<?2%
zY&jRdpr)!WeX}4XKVO52Wzs`~xS5TtZD1Lz*RJ)5ibA4jR21;Y5ESw#Mfa{a#&snP
z(}kXybRM;{MTx%}J!|AhuBM=LN0|L2^Zr*egwrlBisuOs-e%JtPxtr0!GqcY14=D$
zy?FY*m%4IJ-_wLA^>l^lP7!0PE0-?=w%(ZB-Fg8C_GO$ycuZ$AnSW9uEehE2W5$#|
z9mA8$n8TwN$;)FJhsy9@R*zP8?b5wv$Nr9*!Et=qq@u1a0u-tds++FmTwmg)y3I{H
zx@{ngknKAsM_e@47>>Cl3_&CrdQ@VoH+q_|*{f42${9CVJrc%QG3tV!-l~HJD2&hm
zG$#}d850wOFr5(8q!jT0&`Z=h9Y8@2sAUSBtwhxBQzUY3+H?-zEEi8KrTdf@&ngwZ
zXE2O?ZrK6vx({z2uw#dh`{_zp%z@|7L60}sizrnMvgYpF7u(g<1%G}ZT;P;RjTAC>
z18>UiCps0D%u!QiV}+MTz5vV70;sVPq~V-KTO4)RLYtB9MTm3`W?NpSkzeVZ-KbD#
ztPV)*-)y>(C5CaArz!Oq&$A*7b-Zcm59WU=3*y{ryan^$)~`f-Z%2(N&8%r%X$=Oe
z1@$RSeD^qdRPlP<h~dL2^@axMbRh9|yLT{UW)+z}7!?OqZn*I7qejIEcfc_pIcZ`I
zSY7u+HyCy~M4)NH&D$LfmY-(ykVTntf^d|OyB7~NFx?z5m7*PYD4dL(U!6_QpDRc2
zDbXn|E~d>8r|n#pX2QPfn0XmNK$V}LNMZ|DXxoUe8zSWxI}6B9=)nS1mP2R^AK0_G
zmUg2@kG2HguN`NRMLu6lgrp}Qer(%v4~;PT*l@%YLm9QYp#r5}%#t_<dwWu4LsFL7
z;|P9*&UaA2o7fZrL^E!Dr7eXm{gZn-jLxiVBZ(qu_Rz<*=F@;ylCzLw8uhU_tjP-{
zxOVxwXHKjSwPHj6#bP6TB?1KHhXXG4=ItFFhK*%UT91Sq%Wt%5EMw7R+|~+k)~nBe
zc!my+yy<a({)AY;2GvkKC6zj+x=h*WR0yq`i-64SRT#2HBd$2NuY&ZF@Y)}C<JxM3
zFFy4qGw;HY%dyA6hQH}f3S^wh_%>_<Z;UCjRykC!-{*Zj%_I}`gao&C2rTN-9uoQu
zOmMDQJZL~8JTdIyJM)sEH@aMJ{`mBC@&_|nP)ov|skefc>+u!7ieGwr(tXeue3J#I
zPSx2azp)kM>`Os%%N)^jk2A)D5ob~Lms65ORrbmHCTIa}^)_gaeXwA>fPnVfO##xY
zn<6fWmq^n|7lws#_{fns>5+Fse{woqeN_~)VFoK3>H%T#;>8)a1;c?NP=-lerl`ee
zlMAQ<3j_=5n;eqBv#Rg&hjM&_l~wDCR7NEG{gjJ1TsY+mT_cTkJcXlvxa*(asqUZ*
zT(<?!=PoeNPoF(gM@5+?yBHz{ByoD-48#-TJMnUpubkaRn$yzL)wG`e8L@B2|5&~p
z4&=*d!5R<Tyd^~LO$_=zttR<^jFU-~J9W&TNwlWog3mR(fOf+x*1;g7yAYcNMGj(Y
zZ25}R{u;u0hT7(vcDNrL?+~69inqh_Vt+n03DH<&LD{;MCS$yPINNs*nj6jAyEh+i
zAS*j1)(svxQQ0u36Q7|q6^Qd$H@D0c@=b+8PgD_!T%9`y;a~YZuTf{8Opg^!Q)x;{
zN($Q&6NytnDD>LqbvLKvsV6QngSKIri#GqTQdyt{9!#nwB*)&h`PaMUfcc0dl3CjG
zNgr~Q8UU!O3JMCL`Y55HAC)90Bc3r^jQJ4VCu(4AUHN=E<%N*Dk$whh4Zec+$PDLv
z__;Zbxca)g1uGWEXBO?WX)Op?Hqh>-3`P{M(a*s79`NbYrx7OlEthLH*!Z<eaZWC{
z;xvvjBn5tWw>P6iTY_Pbcke35!AV8Q{gkXvazGl6OQ+$~sUo_%x}ZTR7L!am@P!8E
z=BnA)+0_6cpc{aP&h%bp75<)2U_<+%qesJ0qQxOiJ@>|TCA!GPmD<P*!8y7^cXb!V
zI^xWs$n+-<E>#-mEn2v+)-7#eczjS@M$u8VeH-o_zAc*Om|3E@8P0gZ`z92=2d5+2
zs)<uih;Q*LWJhZKwfpwm)8umo5Vre5Y3WvEbgQu~5S%!6N^4+XU~8vZZBcy8!vo}7
z9W-Q!5*uT^HoO)4bLC2^G_j$z&JE(XT%-4-_vD<kG~GEohd&O!BJ_CHl}~N#_ghjO
zof2$!zFjSw<vw;y*t{rbD3%94D)t(_Q?D$qk-gK=)nP|U``ACc`BMDO2AAG?Te3`N
zzG&xeSLgI?gSPpJ+;*Aa`eaGXslA514R6nQBR;t)>571iE1ylt>R!LX_H#JEYW-DJ
zT|;L&uAd-1bBkP5y~JC4_04UD<rTuo8|x-puF2@~%ZRAh*x6Q=k-AOw?B|yTUn`pz
z6Y^_CSasY^{KqHfOU_34ZTVPoHeL`$>LZZNopkV%5ma5<<tG{ZRN$=f@9FKS?=w=>
z#wE{k4c(inrs5ahDVF!J;kbTSp_qqzMZM!1p*QEk^2MZ9V>#f_+_KHUBuCuC+na*i
z3}Ap4aur*v%63O!$`ZuvT=dtQc*K=o>g_pafl4$<8W6HyPl;xN=cF`8ng>hiAkZ<R
z!GQD=Z&C$ou;`8MJICLYm#YV7wzam3SPHT+0ztdXW^<cey_Hr={~jA4JSjNhQth_w
zcSc)mM|&0<%Z@s2H3YO5R9R7rO$ujoEU$3TU-`Yj9u`O2cP>kqEGSR1us>L5bt4`-
z48Og#0`|;2z^O(~NEoo9@dB+CXu@U#_@~MY&;&aOQkV^BrV=YBUO@gQx`+_u!XifL
z$)K3+lbS|MiKz<;UmnuB`{vx;i-b(|^k2KzZ5$k;vs<I}Rb=+T&Okq1{+0y$kc#@_
zw)H(B6%!QYL<OtwbYA?Xy|A{_)=7~5_~FBI)CN!}Gg#S3K!G<@H|UjJy+cBp^o5SD
zx{Txrv6%OHy)F$UrFC*e!=<aTva-8&^k1FXF~UYxq7bHqEqxk6hc_T!D8VC{2AJ%z
z!uuXttLyShZEoydG<cnl<c6~LJDszu+Of%{-O_OcM$mozQhxpr{;I;x0RtpF>Kx}N
ztX=uzHe>rU6Zf^)|M|v_{VTcM4oC2rwhI!SB@6eU+MAa%uNKhJE5RW{hJ>R8T~QpR
z5#@);P8RReC$X{-cy@B0oemqj5RT-hJzakl42*Oy=PRuq!?^P9;*7s*bZT+F>OIaM
z4Iijr26(JBwL(;?`0D0GHv7gq8lzHxnlHJs2MUqxPK972$Hqv-Z0<$?u!oU9vY*MR
z?wBRk-y)P^Qfc^kNVMm|GuR_5eyg(41Wl$Pr0d=7u#StyWg>+1rJywg`wxvtpZ&%G
z&d8R=*4CuTiFeiSvq#UK*X~UHDFwHXl9c}WL|=0{9EZSHJv#cAdX$1BF(>&Q)lY=C
z;5@!AT4cN(s*PxQ-jO47)it!$cVEB<FY4I`iRy&H67;gSfRv9-^}L-4m_Qws&4j{+
zJN|aC=V_aAA$z8`&;+-kQ*8#eKt@;S<K|k%BcPI`uM`4AArk6uq}GDZ@9OSOyHy7?
zzU9d*|Cj!dmKHTO&+FkMF*)=iG=dn47-X*OM)u~lhYm?N+@EG*L?}7c5N9>VEFP25
z*FkgQdm8{P4r&@&L_<Q47l6uE<>VDn10^jTw<eWK#o+q3`Fs)Fcq-t7^I)c>lpIA@
z{xb&Nt-VY>8^^N8zoK1P51ff;R~S)6cOI=&!{_tGV5)WV5y}GMY`z%{Bqnru@`A0-
zV91#)c$ASMtaiL0KU`xyr%BHw2RB&`SKNN`>{%Z98=<=^&_&x&Au_QBQ&Vf*k^yH@
zrH^uE{*7nY#V%o?yy~$BjyZhTusfxW{YA&!EFWo3n3^qqElD#Gk27)Qb>rQm8rV9}
zH7A<H*DWS94UB+hJ3`hWKE#TgyN%7wYG^Xx3tWWbX0E)vF63KKn$F+rZz3otNCxMZ
z-Eo;Du{6Z%sENQAYDNwb#>97cA$!q~3VBfID?ASig4)OUY>Ru6lpxd%TrU?W)if5(
z0BXh}4}*pnYZS5K@f5P$*@{y#k7(qq-p&21Kj6L(RNL5lTQJ>oIX2MNnKAzU{)hk!
z1yYJw2^CyT;7A%+D7cxI2=v1dOY%Y#DcdI=!T)o9l=c`5(DC6j@pz2x1{>E2@l%=k
zpiD`L3Sv99G>OXp_43_nnX*l%2pV8zW8nwVL-5iHgWs~{dp^1?eDn!ydRkhV5)ok-
zQv{Y(dH0K0&WL%mc<YX*UG3lMoNrFrVW1j5R}X*>SzfUFZ1WBtFkk?U<1%<2unY}R
zeB~$j2q}&Wwv20;!*R5{0QN!{jij{J6*RvzWE}41aNx%Rz}YZiLE53?)|#AL=vXe&
zLjw}E8kGX!S@oHlz%Y^a03EI{h9%P%$A`~F3@UUBTDQz}*tqiK@+1!y^d*$4Ma><i
z&}L<2L5FK}r_Cm^?<ko)Z{8Y+_B>vD<+&7CW#>&-vqNRZ4oc9}5pjJe*N3|W4A>oW
z@59HBW@gNg+12fjHe{w9wXOHViQ;DKXqMa580Z%-`cE7%ea^Fbh+k{q&G$q(j&4-~
z8`t5ZN4@OiA$nHF0Zh*m@G*4UoAGoUzVzVmi08Fd{Of}6Wl5eN96Pv$-*u(j5Uqo@
zyo#6n=!z>;$?_*YKp*vTN)cKJOiXf64<v~&cpm@>YOt^iu_zh<0c}-}O?fssQwh{M
zRGD04ucGe$V)$dwZqd;t@fue*={a?Q&<umz$>X&yEGErp$6xx3Zn=F`rE}m`xt5HF
zp~dGVsZYtn@l2*F`e(i$7O&?YTqrVnarF#Sd+!q=Y9$43WD-=cfB$|qhX~!~-~T8u
z+R8udum-p`@_{lko3L2xPCMZ7*#eMh;ab&HH$m&iOZztgMt$0wXZ0YTSF!Kkzt106
zf_u!$20hCkr`!Lg&YfoaZWdrQQz=vTy!(Aw*(&yf9Vh#jFr&~5pOTsnCa!IIU}tn)
z6i!OsBJR}5?tRj>M<J96#jw>NT6hTSxp(iLM{xzLLRh+UA1ttVwcSg7=_-aNdrWpZ
zz}j{Bah66uukFu2*lC4o?HSfvf-JS)yss+Aoq~U3Wn(aL*=YwZE{^j#X?~Ne+=yAH
z)+4|Gs;jWv9+X=l_}Z)4vT|~kNRHExUdedz_WOwVk6}07Jyu7L9yP)vi)#%^mxxT@
zCmRDDz{9Rteq`hZR4}+RSh@EfJP_a)bM_XIoWJ3o!EsKLjPtt&EyK^DVOnKERfq{w
z0pozZ3$cIABo(Ki8k~P=;*O9elAOH-|5X_58(?&(Xh=l0=sp*$5Ibr8&RTKcfp9Q#
z!m1FB15CIZW5_xn5`v<9MzlfBN@Pk5=jHXpc1kIg@PQ&4VHZkDX~(Wu<`eO?EERM{
zJ2HGiPoEyM^AMMC#&pp-1AxVR8d@~SxeA_|d@OggHBoK?GQq&ofC2_RG`l@GMsH$k
zH`TW^Yr}_6xPRT<eI~hmlKBN96^Mf-OFO#k$31ZofeuOLx}#BFV7DDja3Ve?NR0j;
zE#2X>82D^K!4~Y*w`e>VrTCH50qvPZ?MpGZpSnfItY44qBpioIb>W?x7_B4%Ku20e
zmhszZjkGjce--cEy`wtr5-{n{t?&VF!qWeSTV>2``*2`vizi%NZzp?Vn(Ak;b=tIm
zus?XVip@GWnFHo+8Z_u{5c+#q_x5M??B``%gs<8m)dtwn^Oh;>xG`YiS#6?YaM+R!
z*m9z?>V`hZoFL$@m>En2R(^-}Y@@<^0}dea*IyTbgmd2D$Ez0>>;4O9@{gH;ck7;W
z<)SfS1-RuljF@*-a9!Sgbt9pRgG=L~roLSIhxEoG{J3F)yYm8iw6$?d{sqpS#~q+-
zDuWN2yAQzb@O4U@3qj}I(b0ld|KXyvmj$KGnpKpi$5;m$`b8*ee!lrm;tsTTF5tFI
zFgPFN$5(7$95Q@NZ*veZ!0Xsqf4-5?uaeO5-g7K`Im1T;)CjFV#UJ)8DGT5C|87Ri
zgLL|7E*wYLu<-WTNZ!ELGcwb5uDM`~JHkiI3I~)$I-3PCa^JQjoKNA0Lyta%D~C?F
zc7O|D`D&$I=gvR)msPTyJKL_*N>*C{Qz*BrRtVw#RsAeP{T|L2xCbo!7Y>D&zruw>
z;RPJ{R5#%BBUspX)jTzvx!(jZ$=}y{S>%J^+%Hc%$9-z?f>+7ir}qRyhKEgmrbX!2
zXTB4#Ev8T6^dYutG(BRG@k=~wM5i<+)NYC_ariieLsa>S{qsw4J0Tf`{|HcbE_ma|
z2_y*nr7bBT7VriuTcsyPcwD^$N8arm{ndM&do?N`MP^d&OU^?0LW<Eh=PT=DOo8%n
zI2%xgea{qXF3zLZN6~(!(ZZ+YbGECysi~=--^&*_&Utd?B6&p)hz2h5yFW3l&ymMD
zksA5yPa(=+aulkUJehG7)e9I`{w8tz*2(a_edHan?5MFhXfJ&-&;Iy!1(!t}Vz%_R
z`|J@rEk(<nqE1fE3HA$Le%A)yw|_<d%ft26cC=mtEm?-==b}OJyVnXLpVyxsDH(n4
zfvB8itNadI!;@LFp3&B@;=6AE+s$mu2Iag!?x>7DI64U(Q%%@VrZewyc+Btq*gshB
zi{Q<_xy>$P%gf4$Hp(IjA6Kp#`dLH|tDs3DaXcpBt;Yb2NZ$Sf&Ur;v?Mg8W7|y?@
z_n;Z5;RG8w$jI=AOn<;0uTnN0NFd7%?)?|_>Z$GN8~(JnPv~fC*t5rC%8@{Tzy^1n
zc?bo?uoWf?a7XS8H`$8-xndV`N%DSslx{L!?5~GI0UfPkBg#PB__a70(OcWjo;}-w
z?#>997~0OflHML`6nE>;azzfG6dUsM6}gyaWXO{cFqY!+dTk(*4e*uOOw0qJcw*q>
z+s_#P@y8!D_=(6MZ1Ni+O(4%5CN*U6O&_>@@4}GlT#x=|ZG!M)OAg0-4Er20;~T(z
zZ%W~}!U&0L@~*C~A}=a$e{5=^X-{>TJ5jx$THJY*tF5;ZkLP$5^U>+lWn%cD^}RYf
z%-?Zxa^lPc02W-D`^ov~(8p^w;&kSKC4CRUSD#?js#VuYI>v>7_Mk60okfF2ka8r%
zmr<BR6-R8Mo0}UD=-SLoWA}l1YjI@b<mQ}ZXTE4H=s_NIr?2iHh8e1{zQgWK#xASn
zY?{&4`3{xl)10QaG3Lqdy^U(!;Gk%5kL|zt0ZjV!B<|}r!>IQ2DHyHvxaS<#li(a?
z@v$oY+M%2)y)m*YfViZI2LmQ-O-1M!Uq>OlpNL%6HN9Ydfh%NTT2^gJua}>niBs*n
zcdEf+6(-j8pBh)KUQLs*L}H%-$<nQj28E*}y!(bA=!%Cgf1fc!h=oE%s904<Qj!7(
zJ(xJdV;>%I*tIJJjR=!P%I=LDH(oa;!#B2bRyKg3)v`yR1Z@BG38N*I@Cv{tC#I@y
zYV7^%X=9_tY6ZOn6a|e>=JX^6wZGValaxuFmd*Q$@dY!5rm1b#;puhi9daU3l!c0H
zF7z0(P3CG1YqX9RFb|2(Jta45?LC7>$p^7wr6=V=sdD<f)?2w{{AO#CHt%#-Ey(Oi
zm<fkiLIV^}`TzlWd;Kz=nI~OgyV1VUBPCIO&Zk|@*S{h%vOK%D(WfD_SwGCfKfFsb
z+9+2{s>x1zNoM%+`J%EZS62(<+%bIGX3-<|DmO@f@B20j6F-fknj(DfrAl%RyFCe>
zDR6dC@~ka>8eW<@`+PRruiq{?Gc#dcUPhWot4+QAnv4#=-8MSfhBj}^a^KnsKM-r*
z;XCK!O91XZEpl})&8}+Z?F}8?D|e?|44`D#%bjr?EIjm<KD%p#phnZ=>343|d#Gg=
zb)Q@P_L%<b_%`?Ly>e0==lBor0LTn#zcm%0fJn|n(WqYEQ*-C&ZIF1K+gY+=$h~`B
zAqF|N?4Sonb5KI*?(Tg4T;cFxK9if)4Rf|{=S#k@EGPJ0#rWs?pb?<lJZ(O_^7z;o
zgQB<(<|-<(mY+VH|EpobZ_n==j~&|xR%7$-DT@56hK7+aUWQNCco8m^%2Y3EQxovH
zP+`AbNKkd7=lI`#3l3gelXp%(>}f-&^tE!S64k2IvU0xJ^78T$#+p$n{AWE3?=&aN
zR@e!5pR>0g-n$O~Nu*fnw##3xX;u29cfF}+RrFn-td7<aPRETqDVUStYiWT=5!!oM
zS*$_0t{X$k*%pf9lCIp~&+%@)|71`_#T^;Jv+9O-m=2$|G)k@YXJ<Bu6j`aTBdS#G
zFC=IV(sbVti-&gepl!dE%&gfRrotW(Gi;rb$NF_2jkB{eh3od|#a}Ewe`@TM&EYpx
z+{-;?g;qX1W*+g_vP<l6+4vqSslAOpEJYJXx~Ca(M>Vuh8N6F6ao@vIR6;^SCCj$H
zK2?qFy(w+_q+kQ@NZtXFOOWJG(j7KUAf)t$2?964@RR+4UDnVLMes$s{{--p5OqrI
zdaeLN)t%DY{YA8^M1Aj)RXmE<B|M=j!EwYMej#u1cHhem^;Q+GqF~-fd%x=6IG(!D
zlIR26%`TQ*o|56^?!L{bwz8##NAX6{!TVP7!vbc0uM~)1vg3{CsK2#GZO_b<x5E&&
z!^yt6GHapBaW}UZc@u~a9_SC?2L*OHx07dp#30Vg|8B3;PuFnkqEO_VW=8MIy5F-8
zPFN@q;w#UgdwV6A!_}TBd(fU}0WCus`ad>FHvmd#nRdb`1lLGjPXY*&buL^nlo=~<
z4VX?&y}ysDX>Y2~HSI*M0mR8`Ro-;R!O~ut`>FqOlxopg1rf(<LCVzT>_hRG0YKv-
zTPq+m_q=lDO3pj3GINTw`?Z?l#CQlj0uV7Rj4>xPnHZ&RF!DHF#jubdKvW@4f0nRM
zo*eSpC#)Fhz80I|kB_##7PRoZo_BCn^)zJ%WH1vSiKD@t2{sAaC3!mX0BSTNVL*7%
zB2{)-RaGdc^=eS{^V%x@T(M#fqTluO^iVQbR&uckA?>@YE}bKlEUe-k5LYM_1q03T
zmNdH<2e>LQGk~j73s{JQ^^rI-PYKjcg1Eu~SDpfd*7?bXf^j9~ZlZ0A3V0jPD{rfn
z_b<F&<g|3*!t5W{OrMp2s5e)am6u<xtlR}4KVEu#KsK;sEz&-HF4I5D5vj`OlDWxh
zp|$A$Q;yr)|8J#MKP}QfT39j|rMqz`SyJWj{WG}lx62^zEg)qCFE2-Z_tRHWvH0Z=
zr;iLsDFDj?vi8l73+cYEWWDl#`1oISs7DOEgToIxxBT;FTS|u91E`x9sV&2q#+?VS
zXM*A{l2d>7?8)rl9uD<&Z}Zjf{eQ<2zUmT3=7_J=7{XIyfYd9<=*r%_34}EuR+>L|
zD}a7dD>7+|n>tnN-9hi8-z~xVo)oRi#CXP87+h|{uMo+KHPh!CKR#A^<d@sRP@nf1
z$u4%gGVm{+r_Zo`;3P!iu_q3vnrhSjm#Y1$7}1rEp8Lxm=K{Sq4qyI_@xNgOU$ry;
zL|4ALB0pWdKfMj9Ie9z`=kPV&;-Qb55a$>-8v+lQW$WBVJ$R0s5ABJgO8Jp3JiD>0
zFky({aKdkJMfnlE^0?{42h#~FAlyWO&Urn4UW;B&cv8idQjyO$iV->H*I%bUSWuh!
z?(JL73vSCopm{{^bVbOSzr`eYQ=iWG!!xISLDNg^M-&c1Z+=ZSvYp4-d%rCrqY4ij
zcz0PXb6M#Kc`Qodz5ICs^b+wNx5*OPpecbGDGP;EgjCVrqJO>D@LR40XpFs<LlrzA
zs>PNNJCM_SI&YCdoXD99$eBb=V6s-}eK61tu&-#1AI1n+NI#zub65MT+fdK7&HWqN
z^VN@X8qx_jx86G--0p+G7U6dO049C3j-3;a1R`HVvfJD_8>ZdB)l08{Tvl(CQegFc
z4Tj+nbY)WAi$*?p4hN@Cj}&9;cAq`_^FE*d3=t-RKaS{0w$LkZ8+<w@-94<f!cR#B
zNfSBp184s&d&1^;0L+g}_o7cl12pC;$%$6wnz8gVN-`FVJRdyg!2<LobLb{F&A%p%
zr`vQyd7?;atD^d5-63HI8_V85+IuIcE&OeexT#p~);=EF?^5thiK<U^2fQP%N|}VG
z1sixu2hS^DsJqzmhEGe?+m0t+&2IZ<9a-eSq3|HYdrgiSaqGxZz#;;|N{10>Upgbu
z2?4`~BtI8@u8pnA@He(#BN8eX<M!sD3&!-C87#`~1(^ZJyu6|U!?{PI4VepVD@Z3c
zbI+bVE*RGN=FOXRE`qa9-Vm{lwyfD`C+8JZT3Y&-jblf%0qaJ76SRwx^GyO|KQEOH
zo@Y}k7Ps-=nXk<E^hRyn3BI|_u$Ii7HA@j|Bo5u>>WB)OQUU?U@ANAKWH!p#HisOz
z#1L_{b@g_oONOOY+6whSpyE`UKaqr`jsu&b<tfyzr>E!9?Ps8!silXAYdu<XLnsyz
zwY?}WO1EUtnStA5@Ik3+0|Ts%m{yK27*<$O%T7o&C_gnDTMzW|S4lew`Yz)BvHgvh
zhL8_wMGKDQG{}$LmUe{T5mriX!Os{#1<08kgP>TM`q<^fK0>^zHAYI=ik?#&-tcqC
zkxLx54@dM|P}#XNOA);SoPQ?ioRCgPX794<5BpD&<%O~rQA$AIK!v~rp9QDk*C0hD
z9Nk_9-Xx<U3Gafx0{)_>P_pEJw=3Go7_bFVpuZr_UTcVGc#Oxpbo%t^ldeh-vVr<Q
zj8g=Z4fJ90{WkLbInrGhT|GJ6QLxg*!*E}boNPbnATV6uIUHhnNR+0C02HC22afGO
zVFNLEGvtV~@g#u1h})|F@I92Yhy%!izQ6)ff+~Os5eHW7KM~jm$~+>sJf1u7x=N53
z`yr;P_@rw)?zx0v?rh*MyTEwBpS6we&*5t6&<c=`kYE`^ras48r^#C3casFC42ow2
zD}+LNv+mUR5dOXgD5Q#0bf~4^(?%mQ2L65}s5$4WLf;7lqZ#~1+JgtnFD%*f0-R%c
z89v#CMLS(x1?5H1#GopSOmDj;K5{v>*R#pV$xwWeSYejpaJ52A&%6cKGVAcH)TfO{
zF>C<3zYgT=Y3~+Pu>2DMF+Jy01$#9K$~)ShpFD$|3w0^gqoAQ^4N#SlzF`0Ab`X=G
z@FH-6x`$(6In7Dpn>;xTiExxnz3#-A5ZTZB!2p~=g|9ieJa~3<DAy<QI>ZEbz#og|
zh#Od4(%gb6Y#_6cY78y8a^!U$9v<@8fO1C9-w-r(|5JQhKPI{DRKdKYN!$kG8VAgS
z$wDfYwZ$&y2c-H(Eme9_G>OKxP_vKwl&q!S5Z|zr^0vYEJVykY&-m%eHZ*rfZ{qf(
z(Y1GWzr$~VM!fn^B_ow~ddZRjb5WJvji6*Z$W!C9jP<7=Mt7;=kwKEV*d&>u_uD*4
zw?moe8G2$ouD9*lOt88iKYl#i#qHE7Xu4k~+Ql54F_8Z#WG_@SOj*49wBAI%q!@b;
zUJy<rO`!p<mQ*w@Ud;B+PK{j&#)WV_z;aT$tM44#Itcq;Y%~UYu`q>D^Kc4!0VOu{
z&vn<%F%)l>8$b_tIK>~8^kYZo>c^f}P+#y(-ZRA-+To**evzC^G%&so?mv?S*(Cj)
z*ST|*`01Te@VH-2IUfvOnsF3BV*i&$m9H3VV2HI--ZPN$<LQ$#A<vMRE`3)FVpaO^
zk=o&)_&kj;ZEI(=Rh=fjJ2;71D~77+fWpJ|1V%F#s@r<Dl8D*1P0q`SU&74^z_ZE@
z0_~@Uuj^whuV9Hp5U53>5iyBm)&MPiAWc!Im!B*c2^w8;&L07dpAXdGs8vjjZg-wy
z3JDoJb)Qo{S;n$j4WrbaE;zNfB<h!t)imsyIS1!KCL$B=h}2GmCl5p;lLg(k*=l>|
z8Mojgfx9E7JaKd`2Dn1_sD}>@;cfP$H$1${KCgZy(L^;|0Fo}<Hr{e41!<mZ;mLuD
zm(o(t{{D+_6#6vw@L9uUF+i);qeWz<l+<PrsH%V|&vY~Le#Lda+y2`o9*{65nCjrz
znhKqUE2-MS6l$BU!7Q5|SeFeTd>5)85@IrSUnvhg<LqV_zDT5j={dcFQZZjafd*8O
z=$h3C6&!{;RW@(he<BWNK%E;oTxo*N_Q^3A^5HURQSd|ja?W{;`)QKgZN)mAwg}@J
zZ>6WnB6(&NHuY%vWTeUYj1?>$3fcKJ=+2ldOguP>RxA?1d4Gh4h6<VZgLOn}7Y1EK
z2bAqhzKod^t{*;cM?k{gH)G`4DOVV#=Afaou<vf0c!U`WVwe;Kq-E|un(64pT4;fO
zX!g>jI>838Jr!BxtnI+=p=Ce*?qSXlJ6PJ~GKH!Tc>(9FJG4sMGMm8aQY-^H=F`o|
zotJPfUwk}TEg%lEO89QQpsW&MLB>uhD@v`UL1&K|WpR>IelJEB8b(zBI;M-arL1I_
za#7#*U>FA-E`0#1_6@unKYq+2h#DJ(E@sZGxL(&*S8(O<hzYpW29S&6CBsLJ%EOtN
z&JGB9;fc_7;Ne=(8Ml@c`uX`8Voulfruk4vUR%F(!CF<)(-B|})AgNCvz@bP*`wUz
zLq%8GinS;XxW%|IcEb_9m%Zyh{jvLU6!uzgDf3`x&cc6J3s9jHLJVMh<d;0*X_I-(
zB#5CAS$bIb_^%<SP|QFwrU{^4G+$6T*dPqqFPhi3?#KLt(uYHNID6M)^IQwceu2#a
zSjC32J<pw;oqwO@;wC6>;y=tN%@PL$DSxoFS#R!A*xU`Yo#=e@*9J}zLEet_bKZk}
z$AM;tp=3Kf9u8H5@P(Fht_4x0Lt#UJlI;e;=IQC_Cruh^YQk~nDJmum--Ykbp^_;G
z6={aZ6=hZH#R8HBk}QnS1L0#MO;2ItsD@T14^2Xvy?;Iq_bRBfZj0U=8at5FB`B_q
zF|SxhBkO11R_nbp>r7^^Tn;2+7z)`-*}>t=m3Mz78weda-ttaKY&Ls!Q6yS28a;z)
z@M4D#9a7Ufq)<-x+-J|SwP<=3T-cw*xsc^_z&zm&CqHI-Ve6d>;R20+hLn-wfV|2N
zm%gBB+Q2MHJDHCUUTdQReIRiZbShD7VD*Ci!)5k;2%z*C97QzW1VbsVCszPs01y*O
zvO?(ZM3TGqPFOiyjhC|*Uz(W)Rs&yLVrK?F<=mp}d~}-xu9PQ@LLm%;<H_K)EXY}(
zM)bmQwdK04Bedn=C=uqFjfhzxcU0XpX^_OP95PwW4)tEN|C$jaM_O1)qGNm%bma=o
z1A8PAhipH-n2Z68C4a~r^`IZ2{piad=K>Bmp*#sa8V3gZgW~z_q#`&<2_w4BP;{=$
zLh-wLa8n7f;t=*g!O@;}T_gmg0pCaTb|G2Um3Or1F~~tVnjZ_)nRo?GNN99LSv0bK
z#`1yuM>t0yPr!~!47?1wZ!UEEwa!$OWiN1gpkT-LP*M4T!Px!~d**(qSQ*YwC&E&T
zUwj#fq&NO}M>$P+Q{)Z$?KR!z{4O23NPO()oI}PDTMR7%q$P3=)G7#`QN)r~UVT>=
zmWVFCNjP?4Ue}SPoB|6SBRGo?Ob#bQ*<A4+fMpsu@A86J<Ax{>mRyI{$91Y)7?}Wf
z*`u0-5ff9+E9khU3Xtl9t*A{`y>;bfl=g&_L$9FyA$}0UaB$!HwM?aE-cYh&w9118
zAc8-4g^m1Z$Djsfv9HWBk6<vI&7rN>3df8An+d-F$I6JP8s?Ldk`jWm&cf=(f@0C?
zGrLX)=rmYL*lO`s#`Nk;)Thi1nHz3?-ezQ|YRN_rix3MmpEZ8WJSaHW5K<~^lxS)q
zd54&K;~`~H6-fj&r{P8+{|TrblLZl2<fvav*~nF^{;ZRO4@_Htw^aOdW6rxtaj<g%
z>i6ZL4IuBdK6IPIz$Fai58W9}r^G=JdFTCP#lyqYo(8ebu6EdiYG;CduhwnZUOePT
z9bv+o1*nK#al+VBk%e#skxxB$cH8vO*@su-qiSeddR)5yi|}F2!r9;WBr`J~$5jAH
ze4#+XlMu-}41*yQ6}>u&p<Il{L$I)J7Mes5LDJ}~*5tVBO$5wx0q+tvs#+>+E;{nC
zk!NMn2AYmTPxh$3NaK}V$E%)C9ms^Tq?Bvvl>s+=JSyNe>wx$Z{pIGWiTj`K-67Wt
z5fj41{a2?BRr~F8MFp9uT5WV}tR%_@XJ-bABQFDaWTTL~20d!Gbs9yb!h|j@`By*}
zzjmgv{_^F^DS30pz>ELK+L=K0+;?mLFY{cHOc_$7$QT(*LK!P%D)U?#6(yAWE)t?h
zWC}$C;YI@@63LLEgi4W=$SgzT{p{T5ocBHNTJKtCt@mE*tmi!UL;e51-}k%swXc2c
zYtQ%>W5&&s`o`+XmqBVNPS<-kY1(o4-q8bN)y9;1QQUu~-|Bj$b<RZdK{I#1?){Fj
zuIl$DXSvHj^ypX1wru-^SP^j$3zkB?W|vl<UjqBhKFtvut~N0ItIO+T#zqAM01Vdi
zV|fb4{3tZr3Kk#Do!OL<z#JT3001x3+vm%MH%Z$@|B#8$9EMN|T(4{78#T(wWYJ_`
z$^eGp__N%&*E?;Ul574fgOrpphiRix^c}e})miC|GSgi>x^3++OgF7J?St7z^vbic
zK9LP$u)m!c*jmS^=7wyrF^p|k2K^>(r|`M=X*|Dp{rYvld*89PC+Ca^E+xBhWjPDv
z@ADm4U9stHasH~O+)yu1PeVPsh%0}pM5VZSu%S-36Z+pAiM1F7azV~B#l#U@)Bogf
zEg!Te!(}Xg(4QRCjc>tdgT#_^Wy6<s+fuuBZBSXsF^gK@;KN6_;IRU7gu?K)JN<X~
zorKsC)2H-O<hS|K-k@eIh(EP4AVBAX$AkWA6f5ObzUNOLf9lG_bMgQ-D)6`a-bsu&
zQlkqn$VYCB&$)ig3wDd-tgFziA|dzf8CQ3jz(nA=hD5WFY=(w;ir3QbDRLgLGsWZi
z)rRKxsm*7$Z)(w39vbgX>Zl&aIqU+<xN0&`0+D!B>Wk(>-}_>i)Ge*I7?4ceP}{KX
zzlRm$v<O%s5H-t9FU!-J8&?`40qyw`Md`nXab+qJpdMQt*3Kcy*q@_zX1^zYW$Ff{
zKXOvOG=luy)Y}u5*D=@+n>KvR7MX$|v%F1BgADwye=KJGf1_;wCj{mGc!<8t=gd@1
zeC*6MoLt%1`YJeo?>~iTvyQ$|SNwUBL+ks7&!s}2`1r)>JH>qLy;;2{JaG3=R=D&b
zIP`6j*1c+g(2Oh^z0<v_er6yUqrX%Bqoq|{vn*%+TW5A+rET}B0(f_DUB+_j#u6iW
z<bwR$AO%WN8#DVr@iC(^-^@-~mfIg!8~<llYs`cMwwSr8?o74Q$*!5aF14K_WLHwt
z#Xmo!cXW@Q2tW0`R>N@-Ja&-_a+d2}>SOU>ki#{-KTsA_X+!!bY9;CcQ5EK~@kly6
zccy>!tQ*_n&plH!d_C)$u}5D<g#SatRP*`1{%<WV6nM==^75bm7<=)9|MS27Ujn`V
zZxr(XL>2hoerb)~i;p<%GFe8;T#5jvi{D?mZJmw8ye0uMO7Fg8*`IImHsjy-TeO5^
zD{50J=N%ABG`7wS)`}SW1}KK#<6U$v)+c5SlN|~0gl-<wQb!G|d^8_`y-k*x%4L{f
zYU&47`fspF$uA};dHkv>{0*JJP|0!=KYnKkD^`x<%iQw&kk5q6d$3DA$naA))VI6K
zbfUPGcSn4hb5M~p8nBVFe;`f}+{}e00#t*kzoZ!ZcM*x6tyjM$Bbfu~{!axnNe1K|
zb6G#eo|Qt~t?D{)m|2uTx9!lP`WQ=**VFa9SO@}NdR6{lc;zTxD;7*TaZ8KnCblhz
zwd)0%qT4w^p*D3xUBi~Qou*mBnGisZlGR8l-3Ja#yfvRCoBLX~Q52bgfZX}e<{?rj
zN=SY*fN4Nkt;bNrls731;fS|cES$)L`E_-5q0-2tGJpW7mz}(P@zf1<4EHV#mkAE7
zSC9gh;P`R*PJ9h<&Ozkm;DdkIqE!`VbF;zSx*OG^b)ZBox*VH*X%-6rEf~YndNnWi
z1KjQ;6zun)qT*=?ih($QIX2K@otrH)7~;W0gm34RbnvR9kcDKX&~HzH_fe^-sf`S#
z_{OgI`OQ^EFoeu<Vp4=59*aLJ?(dHq?e*^5(V{?O*eYxJpIKi$ggMkOZ~Q>|pMPfc
z-%0ntX)Lf3+6_=cS)-b`n-z!Do@BqkeH$LL?Mv(l!7DbSl8pU@7-S8I46zG2#eNw<
zrj#x5&6>IdfY=;RPm%JV67)_zPGLqxR(eC~j4J<*rO_90H^k_2E99nS=-k>RSEi3t
zI5|U%iZuMspa&EhE@PrXfEd|1SeD<(^S!fwSRCT7I8nm1Hn3PBL&;jgILH#7Q(qbD
zf79&-e|N!xNO8~kBd9ioGG)j=7uF#fG5FM_Z;YqQ(2kUxT%4{kCu0)XFn)Yi$_xZ$
zGH1xU&X_yx33a3PM(q)n6|8xjv<fjco(*32Hd(AIw`Xk2#?6)5#d<2)B-r}f`NQ<j
z)1OX)h-P;G&F_gUjE}~fw2UY&J>rn<+s~5EI2%W@Hzm}X`kM8I=<ApGtcARR>6|Ej
z0Zu7jrZ8$EJ_RN7CMTVxJb7H5bS7uQY}^TC)?)cEq(O|vQK4DRnzdi-^Te$VUfo8e
zuZ2?$&4w;@7<>-XFFUQ1vY#;m)e<%ngl*4cW>ioGXIa*M0J^yGp^FB_9%oJmStm|l
zs_(j-U39xGh&ZEn6Y(ryPx+}6*1b`h$;Nr%9Z5r<@t(AihbR-vVg@3H{TQh&!E>As
z7OcfufY*4!-;;?0reWk<!gQ!NHJUb7K;`qJCr|cPA5(kBTb|7iB2GLXxyqqw+x`|<
zA6p-ts4=D7*S33BdRy(=%TgXy^`B(1ucGkMY!EXPvv#~+BKVV`WEhw)?+RzbyC+^+
z34i2(?`TLQ8<y6~m!jgbVg&6zZWw1>o|#ld?ncfgbU7Ohr!s+(eaXj1{JyHx(|U^8
zmDMxnk1Pmi>HQnu&l!v?bBs_4eWv`9G33F^Uv3t~Jly;%S}<a3U$1!wyYzdt7pBeL
z4J*v=VY7)&TJIY3PH3VYpB_O#2roUD@*1bMf!#(ow4R92ut}PZ$LQC|Q<qc=HQ=T>
z52j3Zipm%kb8$n4z@PBj6P*fV_GsVmH8W)C1@EV3+-m?G9?>&G??nz@^FuaZNZNS)
zSG}>PXsuZl<_YOmXf%}r0%HnS*jKdRJU!^hphhiRlHdWJEcW+XzrI|yP8?5sT3&wA
z*KLoX>+?~GgI2uRg~|W2OUAwaxUe*8-aPEjpaZqA^Y34p<^;sHedhU*+4r?IvY1Y(
z5)z4QW9PSObS!VS{(kqn`b35|&&-A^?ZK>{EMoE+q14QUL6%pH!aoo<Y8GCb!!6`6
ziXcNO=47&(?E=(C7ARA)*=yx~U1O!o5YwbB<Ul!)^i8gQ4eK@A$>%47bi&evL`Fn(
zl6gFh!S36L%E@k6$XMIf+=Ci_QyCbeG79tlDKi%s%9cTp*VNvTQBmf)b|%qU3EGMJ
z$uC0YO}*vq<rPCmiJuaMNqkwhVXZN-laB@o5hK|XgX8myWGCIFUsK>0LmK^_d5fh2
z#LFp!e*>2yV=BKj+VN`@Nml^8<My6f48weE`s5dNT)kSazud5%wS&<0T3)MG+4HWo
z?{uh@KZ1TMb)!&=m?Y>@6+`Phpp1=Y^6El%1+-_RBtbC+$H4f=zg;g6_eZ{I3l=Oe
z)BQQ*v{u5Uk!e@1xaZhRRrCJMUW#m1p?DBnOY1f?+{W<Dzdp%j9NZd);r5=RJPQ7<
z2ETn3%<e20-*ZHumTXWJ8aX|<wmPky?&i8*hJQ{_yUHB0d)Bb8Exlx!Er{YiakN5j
zl2T6aADZLQ>BU<)vD`OZ_bg@GPwzqgLR0KT9%-)K>+mjmZ-qX;XRe=HMssN@+sOhQ
z=U4S{a8Olx`;u131H5XaL&@qROL>*n-<+>7c0+$i7QALdUk}6lPm=DYF7+BccFV4u
zz4S!b7b9jXQ!ukU$H?1EPwQ0w$5SF-WyiGG;*>oNd1g&);q}C_)B|qvW!-iKR?lu-
zmPaVIwrhSeVil)DVY|%7_Q@1|Lm|lAabl?YzAJ>AH`VG{N=mJjlL1l?L*p;~{76cg
z5sB^w+Vrtc*irVwvK9<_@hDE~$H^AkUq>e_OZ@$r5%&+jm~P_G3f0DxY4^&Djs|UQ
zAGD7SLeZUi{PDzQ)}Nn-CbXGalC0j&B8PJ-b3~}A=e?7~!LXB+iw0V3r!g$`qW~1y
zTR;Yu4&fipSLPd~vF7<<p2&%0l4|_;CZ|)LsWNtxK8yNu9q)urVCI>Y$#Yvnz)T^a
ziF-eVZ&dbU8)FYk2pIB83=~p)v$`(wki<5KvC!Nk*W%38?;O*5Q!p6HCRpxyxGbS*
z-tp~=CF=qkHfuJ8D+{0sOj-FhJu2##hP^{Plt|v7T1qyNTu$cf_C571ZYuje<)(wM
z-ju2W_TstUWx||tUyd`(D7>S7P}^@E;dI3<13E4JX&#MmE=d<u6F0*SWDU4{EOOHU
z-}1kNYj_D)iysf49EY>xUelg@yld>?!bxGa+fjTf7!KWZ>uEJ3TW_|GJAbH}gC7zJ
z$||kb$htF!2DvOf&$x_+i}D(7Ai9(huVu(KLP&97%l4z)jMi9s;M8UP#vpIaIT^&2
zg}F8wsutP=K8TtQRgTkq!<XP{2GXH1V~M{<^0j((>O=zsWQz9U?`rSxg6ITN#X*@0
zrw2gA+w<es7vN3@AG;@o2NS&4<}LE9{q{~_p$tV@@vdY|o_vc@UGE74`ZhmVn$8HW
zkJ5gR&wkn2A`}!KK|94Bv0wUATb7>ua$Wk}-nRSwtgI}aeKV<m^Jma@r+o!OkU8vO
z{|WNj$pCEnn;6i{Wizm6YzUB~W-xrV5&20hsLcJhyt)7O`&S+U)Qk#nw5E>(_JSVa
zZ|;qjiT|*WIE+&8SBc>9Jetksw4C$rF2(`u@)n0F;#E6zhzE_sP+X@hnD~I@*gy>i
zaHZ(DElo$^^iJIUhLg3q)y95{)|Ed$vd1Z;W)b!7#rrK6Ejpt0N_78Zf==L34x-h&
zsXrN)r;L~Or%lT~MMF^z$UL+=y=U24_NT8^d1(kegBdTr6P`TqR*{{zD?G}4<5MbU
znERhj!jpEcPYSI-j$^1+m1DqIxA#RO%>BQ<s~4+xBvIkwKszB9)Fm08mT0`)O>KP!
z>6jZ<|7o;5VsII}yx52%k}4x_-bW!}4WCYbW+Hy790X`~pN%)u1b0JCZKu^nufOr3
z`nt}{F^ALJ7F=IdfuTea@*;MmiRHvAdJKtKPiOt{NjXw-GwddBjQuRKxmKu?741{8
zV}Enn=+5kz+R@!*4-}#6HSkF=xHu)%lqD4xk7*YyitZua4-05XW}ldCG-3bH=^VQp
zu`UKS5l_mA&9uM?#rW9waDBswv@9Rto=s?#TF{bj#{194)LwSjp)DErqp<K0l&UoA
zP?dF(;*5@34u7IQ?0?nq1nHrO8!g!{erU^S`7>7*$Q1s#5csaS;w>XtR5B;($-Jp?
z-Ir<yAr1Y7g8@$rz;ohx#=3umWlDUAS%A5}QGcGD?Mqi8j)Z?LwE<%d8*V5+M)dn}
z-Kcu*@4sb;UIsGXe0{>Yv5PVUxzn(cV|dzV(f1xn+v$fec`=Tu5%H-P3jLLs>FAZT
z<L;<*87)Sc@-~RuGZ*asNR@>?dxGA5yPu?|nI49|TJlbE9TN+VAY<_xJ<$Fby&(Jh
zku~j0fiF}c=Lc)0K3k@@nGFyLSF2{v%J{!~$Yy3W#&GPjU@DXee?3NJs#gj-{3WBy
z)*XhG`Go}>xf3CtwZ_oNj(EE2bx&yk%EqbBaAUf?dSz87E}@qww~tFC*{*V9UDzEl
ziDrGoDz+l{Y`6Bj=mxsiAKKRVTtz~jBup+H>$C-;i}yW-Dc#KdORpVR{qctC^?1AF
z`)g0UMgC)LlVO~U*xA?iym<DUnm@+z(a8~PTF)-5t{f<J2_;cf(DYOD{H16>kjy0%
zHx-#njqPn8@l&)tbbnrnj{y;-;sh4qQ<%rs`A|OYLH{q*^WcnUPq-qwo7AHPgUT8N
zTvj%&i80M<Xn?Mo@IOJq9|7%Vb`PTeQ7PWoo8}*7^309yB${TuF9|J-C%7=AIujSE
zwga8^UJKHQljK1yC?ovXKZ&rmYLuCJiw+%XQdBZuNdzNeV8ju~Var|S-dx$!iC4~=
zR%#ae3RdJfihC|i>|f&u9mo^H>Dopzl=~Xbj2>>MVkXF+oo>hU&ByjmooUL8?Ugjk
zIJkMU6Myw=+p=Y(v|Z&JELiZO?$;8uFap_NigPHwXFXpNvM!cq-Ctx)%zx;9JO?I|
z1&(5+d({=)N21Y1KI`7LT`bzHUmEvFQFKI<s9c6BD;ES0;-}<JwJ%%pxVIeqhfpDB
zSYEGTwAL=<&DZSj!u7Xo`66?qBC`kf6ZBT6+S|v<ccJ|hdai;#xKsk>A?Ro@*|-zi
zsD(}<Iw>=5(gO&7tzYjV|FSmpwx@J&Yv?k^zimfZKzC%)0XTsro@r4?TuxAG=}~U*
zA1k>dlW9J+T>9hj&T~C`5k0<+su#P5hckhNYeyN>(lW=x{qQXBinERN-+8erLfqWM
zNDdzdqGA-g!^?oY@v$e@=>~7#K7aP}!Uqo~qrBD+YM@g9AQoeTHH@9J=3=|`XXks6
zIx<BrHk>6))x@tcs(N#plB1Q+hC@$I_Pl)wg;AAPI`1y*N0l~G1}G#O$RM!Qv?xVR
z+uIC-ULhfVel&lp80LhyUv6Qa@Q*rxNPr-@(MGk4BEmi4Wk&MpBxiWCs?EmDw+0rj
zDdkf?1btsKua}gMrPx{M0$Csrwp<|(Vy|shmh-Bx`UdTC3WmJ9a2R$={l+JDDNey*
zfc@aXtJkc7JBax|qyRpRp@Z&Hp4+Jov1mm>QF&cl)EalGwYT)=rIFg*DfRK2$e|q7
z^VmACx>;S{*fdhRy&oua37$3K%&=5bKFeTSlv6v7;h2tVtfiMs)Sl{Zsie@q+J6E{
zF0<P8n%reIoqm$r2(O<QbRUp@%7!<Mqc_W@5o(f$)Nk~WS6|MHSG?67I`o1`zvNmg
zKfO7fCBhlf(5Zpum_NkOQQMi6;@A#U=w4>gwjjDv)&Rm&VW;E3Nm_W$U%4n~*_UL1
zf{;1nc<o-jPK<r`6<D)K+guT?c}vEy(XWd`GG(j{Q`mS!mVoH^8F7RMfsG^Ao>9uN
zfl(A8AwT4lTdn+SkdMb`Etf+?#$@+!iWqz|Gt&xZ5*hRo>s2gAn0ixESl|DD_3fkg
z@?GUy$uVV7Qn@r9k{Aw?YzYTpCVH;8v|0*lWe$uYb`YW-gh5D9u0!CQyIO&X>ml4Q
zmypmab2)xTa%Xu@052R5nN~}op5XI)t^5?EoabI0+4GrdEE+yAzFA|1g}IC-0_DCC
zE?%>pk+pweTt}JliHkos77!Ve?UrP0vk7S@&{`NIKIC=jbOd8H!rwfPSKuo#7GP?F
zpc_M%ePM^MoKCTgSi5#DT0hr$=mk#71aeM3PgLBdct4bFp^x4?rA!mx_U6qS&9C8z
zb1sQu=U1uGZ%bNTv3-{*QoR6mTIN#I$Uc!@)XwrX+_9G|7gY<zsocFIYqqo>bbt3j
zB}Jx4{`#M`JZwj*rY^DKea4Nfwf6{P7a>|e?Vff?+pZ0?kEF0(dTUo7GXA9D-xnlb
z>wu6)s7W|z(G2haG6#)N3N=O6?`!{-wrzruent6B#vMnAUz_)WdKl~A+<=3Gm~4v8
zDD#*Zg@u=NP3kFj%%O*${&wNA@FQ?v&82cId7{n>bkWG$_>{Z=yBGelfqkSXK-&#;
z%0>drjqF}SX4f&ye_MbVWn#Wt<FoAz9s)e)_~gT)xNXsZUw(?-$^1S5iUE)(hmb!T
z8zkcUV{RoZ5<XP(-gU&kP~1r7wicu#YF4P<iHuO*3sC7IFlygWFDu#P$6byyTov&g
zZyl-6qmCRQ!=JcSJeYBstI@uh-CyZjm86``{@!$X>P+-u-HBo_{f!zlumDPkK1P@t
zAU7V&VDc8XRkEkaszC8UhP5jL?>;2#ye!|Q*bv7@5phY)j6KjBOsuW;w7j>b<{`WJ
zT{Jb>qS{Z47fE|=qdk2`BJHs_ybLA`EIpM~j>+L&{zxMx1~rS`^*^Lwy!q53y8VJA
z;WZIc&0eX)Ah)aL_iBaqLt07?$2yt2{z`aRPAMk&)^C2%z>OBU2`*M-n|FUTSocv%
z4H=n1^L=h`%haVxwQCzJ%xpRAThZUL{28UR7`y89?tM4sV6A2kXy^-FMlh`@XCXO+
zH)5TeNwL_E%Fc95tK3C<Az!!4YSIf>!Y-<9`~K%GXHp)I4H>)d`x$VRc?d}wXuV(a
z9eboK2;@&Lcr8y3%cvXsgjVQhIwz0!bS`mpubrbo*TEdY!|1IYjtlFgn{uRE*RJ;e
zQsm;eB;J((DVsLB7Eb6F277&s1S`$dXjIg{Mz%7H9~a(tVW5CyAufdjGRU<%%-6=S
z@aXs|Tr^fJiZ=EyaJ$)4hL0-x&0ZH?22=`Z<m@#~CBc=$=4xT;TP&@#N&$<cGxJ!_
z`F<tFmis`S<3cW^q>Nkb15?EnM3`W+vD=0;Dp>@J-a<?8d4$5^@ja;yN1!RpKJtK!
z2ip%ER}|^<Ki4c==LDy(J>c!_eKRX-l9;p=8YVc3)1OR6VHeo{g5~iqZyrzP5ar4p
zqd5ioO%|v;I;j2h7j_%53C6w@SNKiG^jGv*KlkpN(Pt$}iA@cITG<e(@?UEz8ane-
zp|qW69sH2s+Mz>-peBu7bndiOa&ZvR@YRhi(A^-CfS?rad?x0V{l{3$|MvZR_hG{d
z)@r{@ma%*KN*sf#k0qs_zJ3kUqJ3d#FfpQU^{;n6uPF<79;kFh+NGwU;g~gB;ak-j
zesfK-srfnJwmcQN&ZtjLJFkQk6MhC_{2t7umbq}dvd)Ea<EHkh+6(*e(W{)px=%h*
zhD_VV!_0T`j{XOIbHXgPGaYVy;^L23F-TOO<v9Y&(eejJx5lL@wT~sU$i7<9Bgr?-
zzgRb?&CE^;CrAEp<#jRxt6JAszo^sJqD6ludpN||V#Jk_NN}ktz8_wY;5`XeYEU=h
z)LK*G?YhUfyu1z)nEf`dk-|xYGh$iwM;0L~Tq&kgt~!bYjsI_^^ugp6!W!!J>-XT|
zR?hbn*U!d}<yRrr%SP(`<?Z=*5bh9Ro7+r^w%oO)sh%NJG0n<FG6sO^=mD|rGp?Y*
zww+@$FLQ00vu79ft<W1fH2=muB{gt+ZW$we()4!+4-&qQ-Kx>avVZSp4ZoX-b$ci+
zQeWG=GfTH?b?@EVf{JA$@=m+<Dn*`T+T%ilQP+vA)xO}|S*@6V%X#ZZo!*dBHx@VV
zFjObzeRYAchnl+j;@Jn;=y6Qz&k9X4sMIK-^d(WdAg(LJ<<64o3W#W@(bZxRo=IDN
zeV~rCwLe_78hLNFECJ%Vj0=$=KB04HQ%4Bt+}2>MEQ1%gM}xHN&X9N6<T2ZL?>4Xu
z_vHJ|KR>g*#dg8?kKBIAeE`7TJlhdNCphu?W9l1TgLOJ47CfkQvDN@fOxdk}my4B)
z>ZX%e&#jkcux>!B=+-sLbNETr63F|;A8u#x@c&h2^Ef@k*0976PtY%9Q{J6{^V17~
zUFv7X^Ta|jJ^cF=-GK)>LZA?zPxTA8{kU$70L+r+*sWIUY){VIjCyo(0jtJJ+UEVM
zo~K&6^ros->|u~}D~BL0Ev+T|p^_)fZ>uPxJ1o0B)Yfrv^4e@IVOXE8`8t#SojsRB
z%$E$XoEG(Db{}L&50T@X`J=cN;0KbCj^6MZ>YjWpp}5B00ajAB)dL@Ls0m0Ek&Irb
zdlmL>A|F#bXeMmE^bA|Cm(N<4=l+1fJ&E+d2FU{Fqy{@YX6qDt`|?qfA|VZz!m3FD
zDuNR5z~R6{b#%L86ahiTuTg7TNcqex$ZWCf7wP*Z?>4o4s~R_N-plQSsznQ#3gJ~h
z5K{+pp@5`pmI)1E0of%X<HisW8iU+Sr34h6A^){%_$;DR-(IhpCn<qToGOqiJ>X#=
zy=v>sN0+RJsNCj-2NiJ&Zq()6x{bxC0iAtTr!^gDXfQgWuhhj7XxU#OUri=OmZD<A
zv@vnuDA7CN%7@%M<4<fB1(_H((m)><BCS(U;8FsL2+H)D*Gh_jLp2X!AFcnjylamu
zYg>=$F|3)wAdR?PGerjQj*>t{OYMjj0d=NCJ!qe?`A;hoW9PPBMS85+NILzP@u=2a
z!}ck;%*RaPF1!@AsB8i5Td3aDWeiC52Y^f_KtMdPmWM}Eu&<1{xxHJrZnATRzM_S(
zvG1Z=yDZPvs$Ie!<yw+LKzdT$eO)?g%MOYsA!)FA2#Mt5y@or=)mWL|c~aK%+|H$?
zr4AhSRj-dHzPXvd-rxTf@~M*8Ro1rj5-e!A$;o(8U9ixD<%JGJJ$hQDb^0r;`^h4J
z0nSg4QJC!;w0txXRQhm4WW^2%?~!y(b@lb%9?Bby6&`GzxMRn4>Kox!qv2;Qlx%vG
zScc}!4r0O8!%X4ZNVIrg_`f*xV&dbEwZlve)gp_8O`rcoyD&w1Iyz;Cish})KNkyq
z3VY66?nq{he)_I!<Ou~N6+1GqGU|m~`0|-APhI+5eZEE!Zv|k_T=RQA;>*>1D`_zk
zUKab@Ua__KQ@gIRhC<jYI&0F$rP;RBW<z5|k}tANu?CZIc>4RXBE{y#(m<xoaFIEI
zII#_s$z*yob{hH?UFAZii0>i90QmmCtaYHV`_Gk|U6mAe4m85$7-*TpNKc_862+Z(
z^63XPiN5e3MuotMwbkDj3wgV+gEt)(5w6Qyr^VTyZ62j{8(CkWzbW31Lh@qQF3%0q
z3;n_RI57&urSjvBv-M^eP2Wq6H0vqsGK7fZQI6AHJNrjSctOZ#HaagMmdT6(r-T8i
zGz1u^Yg)*SbEI<;5{V*A*5*nF9h8*=J?*{xYVXaYDRfX$(db9e4H>mRZ&Bb5MkOjs
z_OB~{Nzj{0VFOHG^1JEe4)S?`W@5oWm&dR(!yWu1&04wiN0#bRx&xTA0cs~?;4bd~
zhf7p26juu_jafsG_)L3mN74l&MMODl%n*^H|N4$IUnI*Hm!N168`qfIZ=o5btqnwx
z3`<XxA}!)R7L@a6#~bzPwRQP=g~e^bd=Igo3G6>|nfCDuO;y9YxO5}>{os~}qEYkf
z*gZx*YlAD8Ib_>})(v<T5X}m-9J?Qtdznvo`|+n;&kDbG78?EWapvC1%ou&3o5QMM
z<nIA9h0_8}^Ho#($hm>-*VEIxIV;xzCI`_>_n|}Ws6VlkmHQ^5a}JvK@vqp)@LpxV
zqI$==ifMVA2#=dR6LpZd(sKNf<x_na{&`%8ka?uh9Y6Ahz+O@GMUl5qt9D$&z=n;+
za0@4)oFVW&OF_X08ue6fX>zqVIHRzHKx7lfG@JE}6o$>i%n>|l8;nQ_s&9}3B9MBa
z>Q=Xy&uvbUcBbHQ9g3(4K2FSqVlvU&oX&BwH?-HKSOpq#9a2n+9gA`PY2T(*k&7fA
ze$7ExV;%Ityj(uJPxbesSl?%9=IyurMC+C0*7081`aF?j3BcIDKOW4|cMHDghqoVA
z(p^Lwn5vb2fXoM`+?&}77X5zc)LGIPsVF#~3+@RzMI&z*lok(B$2Gb76BCiM#d=6q
zn_^`lH4lxs6R~VFDrKZO_4ujH%EvV67*nsFl>24A(4ihHjAXV#j6dnO9f1OSMWR{m
z7HOQ0cr;tQp45?p0Ew4yqDneAgdgEiAZA7+QZqOvVs~MSg%yxDFQr-eyD)0AC6I5D
z#)<9L>A^~&rzssKU}O)B>+Uwfe)`EPtz%CE>dZo<b^sWi&M&6aKE_vsrp&)bfp(Vl
ziqgpqY2>pUQ*Y_E4_^K4B$#emc@j6=p5B{O2PC%a^DE!QHfp1A=}-fGkjG(hV4=OA
zVIe}(*btdGq!kOw8MR5h*F)w3$7)b!eSO8)+%_$-0)h873%%M{p%YJ0DQiB^XGBZi
z<ahPE-<d-zDVk6Gt9e3Bi#Wq@qJ_maDdJ?f6YFA`u8>^;^dxW6q2rY05QUFJza<T}
zj>w1O{LJ)^Xp6$GX7-QvLTis;O83H((PT3%8_!YgB6LZYqqA_urAVQkqy&lqO^O8v
z3|Y#Y)3PB{%!8Sv;)sBJ^>diPuPXl3>&TF=DVar@!>ln#s-=j2DfAmu3*nK)PC}vE
zBa_ye>AqqPlyb|~t)rO-Vj?G)HcHZ65zBF%%tF8%HlmM0Rhv5My7WY(0{Qiw$n@@*
za;>8vzq%6~vvp+ijBtrh4lsjd!iN%G?oUUb>MNcPD^!HlGxK@$XoZ1~Z`4lbG+i9?
z*!TBuC44{=(ri;hmordZucW`!WTeDDdRHuu=+wy=t~{4|<qXq>JZHPT6|FWz6}&xt
z=Bsb`l^V&dZ(|vY{8j(eCH5$JA3lGKqEQ>>4K{7DUwwtnVGeV7{Q0;46khr!!>7EN
zcp}?UfRJd_=^1kEh-vzAAVr7`uexK;9&t}a93$r}et1j8$ulIfS7Z$?qDcHi7AJ>k
zWxnf%HG5=Q3K;PudHGR9hEW?jtTLnGl#oVWR$5(9S$F-%)UulfIMp&|3wZ3^Z`hNL
z3lSp(8D+Eui$-2qjiHlg@^x8U8nUY*(Egdp?PXA<uf)m?>IfB>IgNq^{yXF8wH(AK
zt@GuBuC)}I&UkX8ynH|&*EW|#KZ`urIOx>AT}vo*0INlBlwlbAI6Ul8)gwm6r}=6H
zbrYT0_$GaJfuN$EhD7Ko7!t2;n-;w-YQeL}+x#_foR=1Wi$})m;cL6CcJck2*}T+?
zZ8rb{ldp3l%|jq#H8k2<=o4>`-}N@0a9KPQ?{haL@;ab*sF|9YbRZrf%?#$nTs)Q-
zCqLe4a)BiuOiCuav7=$q1q5a7i*R4;lsk`H|0pcv{39Qp=BlD~_0P<?tVAF3+z(|%
z>PHDa=8YORo(!_OIh4Y4#VWQT(;|T7Tw2)NLPL0Vt7oGgKwRkMK9Y_F`6(o_o%4lz
zY!M4$WJ)vUxt=n8OEcXI6Y45bJ$TL$*UV^3i(W?br}T=WoFwY;NotxWxIbI@t0<|V
zZtWTK{Oe%G$HS~YcptB2(~|~|h^_c?u_9QJjKRq2?wtjFoBXZ)!lFVNsKT-V&JAcS
z$@X`7RoGcq<RN~rm5~oNz#QU%#d1LPH@DW2w&AG#2fTf5ekzRH{4sxEi)d+}hR$uB
zzR3MR-kXd+YgRUGk>O<74uWERDY(j>eaNTN>gq-!0Fj4Il_OfFI6yzEhCXne5!_38
z%snM={iv+4mGWo#4ehWp>2`kVTC&h~L{`EZBSoqKfHhi0sB0<mhYznlbbFg1Ax@F>
zL5Ke+>w@XKjpYvGbU!i(i4FuAeb+NDupU*Iur7fjdjjI#18`}(&hDNqZZJ8NhKqgH
zBGddgM$#wN-`phWBtzvbmzM9#+cEriN@fHr?K3Nfl>FT7TdKcq5Ag(0q<Vb}F7reP
zXtmQ1=GD=Sqb{h~newfuw(S03gCFgy9h|ty%koeNimm={D4Q>`aVPA%xTM#N@ei{Y
zK+}jQ@KDV5-=1Q8g}wq$_Z<DEeaad|t)U9GYvEJ>DC}vkt@Lc3gq3qYRxVlQd$?wv
zQ9>(ic(v(=9y5(D{6Cza=$vUB0{<t%ww&qJ#~s2}q>OSr;O2^BF$9npObUr7#nE#?
zqcsD3OONsw?Ktf_Lu<wEA>5Ar{j=0aTg}leFT88%z>DL&HKOA|H?m`6oPKiT)shTG
zH<r4kIX<#?Hs9hnCVSz|+M_&PlHYK3s4Cn!pftXHD|SWLpUxXlJfu&bdrSK$1+l(<
ziFD90Z;7E<fDd>tTII8J-R6$rV+7`(cvShj7CN9+Wd}FJ4qgypCqsc$T@GM$M!Huf
zzwKk>{B$Vw7|Z}kG+me%8iDm`7D(jd0<22D?!z9NO0^-=%$w(^354zm_95aW_8KS|
zht*vsRHMCITRFgfQmM+`%Dlysq!{8u=uWMz!Z34z`}VcJzDz|F>VUGE$wnVG_;Au?
z)4-qMrWS|m=yoH$aJpC#fUYk=gsrGVCIOW1Bd3)S5&9ESR3oflj$6jxC7Cev=<xH~
z2kkq3YuPyx*lGYJvQ`^{^FNnl)KPYxNjE*Ibwj7c%u1-OY98I4;csY}&XjydGG2@M
z_OB13h;a;W4<Byztnjq4$D-Ejg&%aFt?+}vDR|6Y<}w#Kd&dIXSE*uA^#g!(<9El@
zp80S@!gXt#%k@AYo9W&-8SY3#MLR_7SI%izX}{MuuFnmHki``L>_fUw*Of08-hb&K
z@_Kh@`Rt03*gDc!lWvyu?D!^8g5dbmRxDak8{KTjOcZ;c5pL)h7}!WEm$o;&$ZYp~
z5YichuDm}O|F-L*A4;Ey6U4tD5KgJl(+|O_ktIgr{x6wAgd325wxUaC4FC<NX(<1q
zyotb{X)=%1UF%jPVpl{avdjYdKyCV+_R(*btVk=TsP#ZRLxmlk@mh$vUmrmF2nZ)H
zdqW1RxcT&-mOA<C06pTEA*yC0B;RsFF3l;ngFdqoWrjF55Jx;lL>hmmy*5KKu?#1Z
zuw#6FS4*E?_BuVUq}CQ86zj{J59DaHXfbkFeT6z!Q>n+%^yXK4(hX5x=6*mA!M><w
z5Vm$V7lnxQY@{h8CrXG)S_2|<{ESsuIatz?m1t|u1D%AXBE?AQE-<3Xn|?tc6mY~~
z(E>+aDKYBk^&+_MmOjYZH#DD0jvG##O5xt&lD#~5x(yaW7^gE0y3_qx$*u_xvME+b
zN|8J?8yioB@7N`TbNOmO5aCiNxkDl;0_|jCSJc7jtR<6bOLkVo1<7zV5b8`})~?X7
zqKQ;@pJ|rY%o_t?g$5&#afK#vO+?OYr=e-lSv)*=_D8vtVg-XY%UzMZioAM&s6a@T
za%-q^9`#y~Lc;!nv&wm0_lU8N?hM=S-MBGR>Ej=ER1{qkS2joys>jiAq7#y@gRBcg
zStsH*c${vGN8b?zGC5AoA$-S*tnqoT1@f`d&&FVclA1_R_8GdGNGAh8SRn@I4=-;1
zE|>Fp&u-*0DGFtE7>_fT?;P9LJz^J+Po58!siD?}U1E`Th_qA4Bq>-#^aH_cZD9d9
zDitaElvp?x{h$s^JV|qv0-92$Ka(X@qq0LpK~qjN`{(z7ukYVm01Mfvw{Z5`$NeY3
z^ekmz=E93}+9`^L3R?nKP}BB_ntg1QlO9%g`qE$LSWVXMqok&$qGB22y+Zc9!5>XV
zT*q+EK4lCzI>a-qrCVI1FvOJokkpRL;73nOTUcHQEvtp$i-Nm~rF-tO-;iNT0ebz<
zJ!?hW)-s1t@A2{6(bC_oGzWjp{IMM6r_5ZV&?1Do&Dd-_9q^pB_KP>A(ODc%WFd;o
zB1l_8bpF&@;UYDpDlpf*uw?$z3tsU}+PMUfO_vhyP#;?QU-S8NdmzcQ<)zsc$Dx7k
zr1uS)KBpPi-CXWr#p%Qe52Og;gvbJ)DhC$jNZecMUfbBf^3vKhf;FUF%WC1+d8JeD
z4685eL1p{|Qt;rtEp27#35oUr4@_i9L>(ky%;f9{TzCuf52$zX5&GloF+}C|$2%_S
z65@o!PF`MW&&v=s0Q#F>Yp@pLUwf3}4v5D77)kP~|2?IJrOzxqo4!oG?PxyA%@Bk_
zHKXTxp+YMSw~>8#p{yV=oHVLN6_`!^sG4}bJT^|kn1tUjEm1jh)J}x7uC;hKW7af7
zL<$1}a@)%OoegU`Lg%}f`1#KNNgbsBB}G;ripvXXxMLi&C%@k|!CSv)V*Vi?b}h4J
zd6bQRBZW?FB#LYg`BITL^^egoSbJV@$qyPBhoO6<Qnco;>&uj-!Tf7Y@bEpHUv;Kn
zZ4>|}baS&m_3aEOC230#_mH$Y+VNjCU>~fB5|X{%d^Na}k#X|(2esC%%bu6{1|p5S
z$JgFuccHV|zE_Oc?6=xeAfQqUAU33zS;S^IBDAy8xEG<kdVT^4K*We*G$gt>OXj;4
zzkYHyPB>*`+T>^P;=xR)yT?*Hh4GhrESZzpS$wW_2HMU)7kOTN>dT;OLaB})KYpP}
z?Y)6DlD&&-y!m%#*bs|HMI5Ip?$-QER95nDq13t06E~|y@0A9Y)w9jHB95`$m`dn^
zFp6)`)MXc)X&~t=euDnTA1p^&=yQSfiJD)po-wB%h=VT*z}vN^p6+>b_LI$TKZ&Fo
z2$M(+TzoZJ@zv$6;|$;M)D>AsLPV(gz$mSE6ZB?xULB~d(6QcqBw@?H6TbW?%D!2m
zrsh$U_?9s?Dk(&UuPUo-!5A~>1WMDd*I*}_W~1KL_Jmv=(vz8LMt21p!9uUo{%Sd2
zmcEE^M#Q2}T~!?|B?rnrR@70iMZPL01(=gHT%YC>q0xHu=z8kC4nE1ab&H|yg%?Bp
zIDc!}&+$NA8dClBof3h_)zwu!B`G@ch<S}8*?`mAHicR2n?Pa#sGk6~NXu9`!RFl^
z0uqLD(uICSUAA(BweKgdB)s*bH`7XtA$k!&kfchzC7Uqpna!zev2cJiUc}Z*Bv8;f
zqCf$IVFdx5`SMT~g}y!ueyv`8EvRMx7sc3EUAy)91IF3v4mDq7Tabz*pKV0e1PlXQ
zuVo!7O^Uw--BndKANJWI^jcGe%U-gn%u+FSO5+dlN|bCV{tQbZ>XpvpA6zK%8Gvs{
zyWA+pmDK}`J-%YSDW^n8N4%9-yYvkG!qJGXhigWU69+=z$r}=;2uZUzKh-GN81be6
z5GPYfaIN!xUmi$@wd0!4!Q-CS%hbiTkZZB<T1R`@Oi#M^?{7`_KxV$kZF79y!Pw={
zYM<xqE2{!CQnol6{Gwx<RQ4;lmLjMhyN#Kofpw5c8m5+*q!G$ir>0G0k!5*YHY3Zr
zMtSA6YS)Vft=L7>N<2fp-{d5VqeU++EHiVK5ab;wuOLbD*Iv}-s58PNvO^h;p_}AD
z^AEG}F>3AWS_~pT2;zVZI*j6bq73xWdL1r|`N#Kj;ydLRf-tqz_RnVPPTGqQ`ZcNC
zC<C__W|Z`?x8_Snmax3B>gd5I-joD2p5zek@<Wj|?d=MLC;LH>>m)4j0scrA46aCc
z&kS!WDG`?DAbyE$qON1(6}GV*PKUH+IBkqtPpzw>6g2ndm*qB<`|~itfykmvP5}(+
zX>=)SQd)YEx(knunrRrsl^;JZaB673o(Nw~=4Q0CEoB>o=8DTd@6hLz*h&~f?kqz*
zY&y1S-N#}${|WuQ4-tRGiO1#MLes+p7x?`CC4J?YYMP3OCQ{E@ihUD|6E?~oNGcYb
z`uaL2?kIe+gGkm{UeZ{zPNp-bRk}2wh6wzW#skdV>B`@H!4M-{uq;vrqY7gQ$`1Fg
zb!f&ZgAsHe;$bH2+^Y!4OQ8Z`Oem(*3!eTNK36%Y6soGC^6dSZ0m$o|Q@-qEp7ibe
zHMN62(xH$M4O#`eei`IB2QvdExq<H_#bTUE9o-7_Fe0#$dLHr05;|ZDJBSBV3J*>e
zdvU_QCHmU;<g5v`iNxp(jYQ3NkL|r-qTEH;&TsL^eAh8z@J0xuf2VyJ0{O4mTb64@
zV71mA#S~$d)u#G4&!##uI6s1#$_l!GS9<yWeuc%B(EfQj_jc6^DxU)^(Y{FG!^1z$
zh)Btys@_dTK7IOB@H1~%nv42#{<6g$NFtvo#8-cJ15BFfo{Jqp7hMEvA}B=I5Z_2G
zdYfps=sd*`x7cK48-I#HOzEVcZ4+g<0MLnnsxHTXtFO6RXL{Xmo*!57?~D)+T?DXo
z>(x7_YaMZmiw}g*HW!Jc^hTbqVD3_|a$x>|`2Rj|3uCNE+DLO%Rx%R^$#)NB*2Ez`
zc{D6;DCr<Bt+wK)&z=1hm)%OE?_{3eY-G`5FVdm^ebVlA!pi_+Gz`RHdUOIw^aE9O
z4)AD3adIBWPZX!Y{9-a!4IPH_l0WK;SAGp@l?tsP<3d845OotSImK0ol(%H3ZOt2G
z#<S-NJ^hGt(>UsMz%e}NkH_&a`sV2ga4cJ8rU;qezQVqrKYz{!b9DTIGk>f}J+Yof
z-Dd}XzX==B(<c4)Gg0Wau&*L@5Crq9&sn?rFAc%-GCF`B{n!v`<8J7<_7Rp0HqLx-
znc|TpZPflx5HPQ0d2W=vI+B$%W#SvPNQx#?>Qbci>GOMQN>xx``Kn9xE;cvo)o5N_
z+w3`)F}>57H?>aslI+&wZslGz-Q2yaX$ym{rw*RdZmVX{%GCJHyiIkj>x`&-esm0d
zkS1m+?>b)WXB0djwMoCC>SHA{((=8Vc|UBsVaV4(3w!MBG2QBUC1plah?s```t{4d
z;5E5v!;P6^R;(C+f~_fynf69&+xMD%(YpP1p9IFo)DTgH2bx(&GG;KJ+pla=1nv|e
z!o}rMm+dw3>0r{pEX0pA-&wRDZWE|DU8;Y2?b@|#$I8{3Q70cwFm*o5AZmV!x4L4-
zlP=rMS_IB$mZ;@(ZBUDCy5Vp>oqG3H=J%M5AMZE5>)#tUHtf-}CnjNf?iEkeKy(k?
z$5WLZT8);^l@74ys#VXiaPbOi*g4|FiLErciWxXImRz|bB--WUyp`}1r%*+zCUyjg
z>(9E-VDjV#L-jf++brn2y9vMVDsM|!Sy^Eo(z1oB=OzC$p_?`}rg~^xu=6=Tt}G``
z-B0=C$&;xFSntxYfXpo>t6rxb?Ch5cVG~FwbtqC(Ryz@Rq_(n3_mRU-pXF*G5U4Fe
z@Q}597*q_+v0mlt&)72mK^cDYs((?F85C}L_LuwH{5I5i8pN(?&29wn&yM*E7SvH!
zS5HbxLiknx{pZhqVPWe0olfSexJ8^qd5gPKb867*ehpjn=I`C9?0S6e{P}<5{P_%x
zR}uvN#(KM-o?qFVqor&Ty~bPp(8mSy=KY0)RvN9n`}Da?>NC*T7(I=BRmvt2EXJza
z;VX*?hwi8Qj|8nwQBGi8e0fIj06Uwj;scvLZ{X6Nt<G<ZHrb~B1GDsve75<lfNqV3
zBD1R7{n5ng@E~JrCsa*AOgGmSOPe(VW?%4BnK*Icu0hMYqUL$+W@d(h-Ma7k_3L~0
z@9%f<;@bUcdtT%Y=3{(AQhO3<)z5c6ztbR~ETS4YKMr2>I4`dlvIW96{de_Oqc=}e
z+OgRxJz?C~u~+z0+xF~f+_}!1ii(?^dj|g~xa8B3NcjHC7n@}&-DZE>ZMFxJK}jK2
zYegT3GYSQqPElFeu2N|zKq%L@ySRF{t<|<E#i9LFY+8TZqtt8Gh18=5)&`Q{rLeo3
zlau4pS5wo<ADQ8cybX`;++l5;yYJbv2Aj8t-NJf^Nch_#;)%i+bq94~M`e>aAm#9Y
ziKeEbw%u63I8{BWylvs(f&77}C$1&hu^H$nU7<JS3-ORAUwBtCN`?OJqrAK>NU$vX
zdwqCb7w#gEDtr!qpf`HUX=@M3ry`!1nVVmxMxE>I+<fX(HZKmoa_d%)!tXFGj}o0b
z<`)!@0~Lzi0|#EGNWM8_aB$|(H9uPN7ymwSq8A|Zh-dW|rIlp1qBn1jZS*u9dm|%5
z;cIe24?#<3KVw*##_h8gI67`&a$7I(rRkG^bSKSNix=wKL$v0?2_&uhqDwP&lF;vI
z9NXv~kQAqQd+8b9`0?{#9hdOT4>~#(UfcpltO7~BO{*bo%gbcqxr-N14Z5*0Ai6g%
zE6|}b<jyKp6RwBaeFk$*K?Si}yNGzKsD9^tOj!x|aFt*h0Kc!h$oT+qhQ`(UOP7qa
z%uOsTlsO&sc?erlnjJ#BGLJL)t?+mC2E0TON)@5wxDH8nmloeNTidjZj0QmTfQ=h3
zlL3SG?Q2?;<2`HYRCUmMPxr2!gA<s1NMmBIsJQrV^lBg$MTTt=Uui&l4UK0nURami
zziayB%A-fE2_Ve7eh(_RxTYQDgtCdw&R#y-30aCxG&GJ6+L-xQ%`<D?zCEV1zJxu+
ziP8HRe^-#nN28(d-!3R1U@TzAG2_OKb;?SpIj(VtHqA^<d-$*wt=MaF;M)&&Z$S6u
zQG#PT3EC55cx;{c3bNSKmBLXm%DK(e5~G;DoHKd%;BJ3@f$sjWONl)0hD4Ih?FKd@
zTx8{5q*^7P)yFWf4**}`d*DFFO$Cvza9LM?lv@}@Eh4h<qEIp<t*IKo+uK)~pKElp
zXV0FeC;$u%4R@?uaL9_iuj%~3XRlv3hTUXnvUWz*#Q_Ee>8K@&UcB(bgyF^Goqw6_
zVLNLJ#DS@lh95PCum|+H>)iCWc(N%xZTfe+Kc&Zt7MA|=IA@ote>7$&=Q`-Wlb`Xt
zd740EUjpfeMT(Tr1%2DlBAd%_O>0MU>w9(T)KMrlZ{B>8PZX6HefQqI%P7TNFj(f3
z=>6!dsd<~xn`UU38y4lbZ6sHXw6<=E+`NA0I!xyHQ!HJ*dbNlWI3qLjFJ+}`*RHkh
zzeL%&!(@MzmM#4#-JcN|zBlSJc<|t|g7X81|9n4^Z?5CvSX@-(3;Fd7b}fK`0f!Zu
z3nf0$`4JbilT4^`<XR3ki$R`&gJ=`7#*ysmr>5a6N;1{tP;>a%NTak3kMF3lYM<X0
zv?DmS?mb7*q-j$Fwb1BnaMl*`QW2D*+%d9i?V_AcTj?Uy_B2pHlg8Ig@OfWU%Xezk
z$`(uYBp_e8_uxSqL&+ZisL#-rj+!x}Ejafi^^n9Re3Fa8bYrtYlc%sotW&QZDO5A7
zugQ-eKbAcHN1G~iJ({aSbYt3%9~*gr)tn<6tfQj6oS%Qe)KNMcJi20}DV{&SoeEb~
zRSE9PFq;xh=?0yl@J7CQa<=h+0Rvo?FHZyXDHLztz770D++WAY@f<iN4kr2hDo0!1
zU`&{?^)bH3l?M-6fT}zCUhog5@%)U$ol2aX<LEf^`Ncx7QVp=~`f>gtQ%;e65gBZN
zL2gDWABBY%D+D`lzcGi5hD%Hu0h!|KnXh)N1%uMFigf#Nr~FT!?uU28W$(?_&!GF7
z5c+B>#_u26MlcWd`X_l5>2tFAW{1IQ-=7>gdbF4-hFpj?vt;jHGq0MXSyEOO04|%y
zdkAc|7{T{tPWVZ<HU?m3r8V4WJ+ABaxdgjM*wpODV=^o_cpa?(d>-a;>{<_5(PQn;
z4`ZJ8?s|MNpO)Ue&}7yX4%yKM%QgfA^uLY^^as!MK(&*nPIdpd8X&fsQqaZ4C6#;n
z0rKxkPL3La4(pZHhpeh#9X_=jLk7D`ZMM0iQHRRPN=|=wkHUpZ$60rvpbF%~*$=K4
zoS9*CletR;YCpq4gAPiYZ{n!P!LWbEJPB7$BL`J-lvhyW&b^5fN_qPSdo+Ua=Lv8D
zO1ABccK571!BlMqLz=GC%;Xqd{fYDE&Fjr9!7>JA(_RHwck9y!jn3v&IysVv%|jZ^
z96WJtkAVZ#hpc>yt7n(@Tn)F0<E{IC{G~UpYSx7D<LfBIg=gVza>fh&*%zA><uon6
zQu#|S1M$k=p?XtILbMRgw1ghEm};sSN-Uy!NJkXo`r-MgWqAorn>A~;P=5->v)A8$
z{CEY0gY}Lb0RfHX&z-xDqHG>DOoIjuQepVhO$OSGB~y&%2)F#&q~tdb4tmun0;;!e
zg7>dgk%Yq%wXo=`hNt%g=nn1Dr3)>tdYoD@{@NBA>d*W7NtjJq{k<=!=FaZ5)(6c)
z{7AuqNCLH=$z|oy(o|}8G9h98sZ)J$BvfwKZW9Hlr?+>P9zB{UT&gM^$M5c2mx{3M
zYBkeQycK0cc7V=^Y0WIBlSQDvzzc*1`|;+crs=`X<H(O;rQdVI&fdOtOEA*K1X7^i
z@#8%a(bfi;gAw9}^|D+_P?|%vRmL=H=Hht+mpxMEs9P^R0Kz)SDYTBcqT0}AE$gcc
z-OH32>sm*adj@=urZipOOk+kFX3ys4W|Jn3!8?17y?yw*AN$Sryx+bzKz9q*;2;M9
zoA$vtVuArdJ$^jRd2r$<&z{Y3H$7zap|WzcnOOrr<-lRDjgU&ME^X7UU0P;lBf|YP
zc!nle^W54uM4e-m<W?dZA2$g_E^yhI&;96vS3hv=dxSCb5zLHD`~`C?AW7l@FUorU
zSWQjciT3uozEk@}&04%<$*$79S1K=^Iej_}px|2Z#Ndm+mah1>I1E-&QHfDBF8DkE
z9J=oBziX3rcMLAPe?LU;wuS%YNy{~3t+~X1qpF#UwUePoc}wg!e^s>}?5;zfZL`Ra
z3_DxikfmN7)Tfl`XHe%V6e1uz)UnlhbKB|Drp@82?=p1NM5eZF@7~R5S6U_a@N#$W
zPbR5P9<-)Nf)Cd@<7r}QS|U&bJeG0i&Ye#e0K?B+Ie!Na<bHIV!I#cf4+#jUiIpWE
zz3pbsyjk*<eHHieHVS5N$8jr=Aoh&doeH975^WQWSe#GVVa0L{a-xylfM7G*f(u?P
zQsYtrLVLR3#Hz6#m!dwYH?nMlSvz_fwG_<S1tMpZPKkVDii~J>M*bHD;=Z|j|G3aB
zqz>(HdTDBstHB|GKZmvdY-$=gOYR;6i0`?7L$fX+nhd;-HUVvn$GQr-+Hnt8o0eC;
zxY0tZYgbJJ1GOVZj+{Jm#*{9BfySn2W58q9>Dzwir0_E}Ex$T%po)#i<my5P`eF&v
ze$xJ->$J=topn%;pM5Ea!`pI@?KZPLSaKLQSjU0eA)Tp;4`uhd@UNl`+XR;<ojdpP
z{Jot#5Po<u&!%oduvSBp1`8G~nnxH-uWr`44v@wYTND%KO$U_)>0+-G{!H>Ib<zG(
z;8xtXy>uVygD|!^zq$*)7VJ*k!%etk=kDlZ)PMhG%IDnm??JiImbLlDX=tqP(Z+A8
zrKP)f^{A#E-M7vgY-u^`cQYNojMF_%$6oAs@o_H|mC#<2m91E`Gz4}#5T37yB30pw
z1H*i7`B=5l0cX~QhN{ucnmcEXMQr8A6<pES&7&gS>J}`~dyBV<^Bt9#`-D!*v-UPk
z+VrghNGO9aKGH=c#*SLxS!wA8T5rWb<iM2k$B!ScN&Wm1!ED2;zs;8!D=z7%RjUSr
z^*&Is>iu|Cc<IuSSxUk8u@8Aqo4g3bSJ&d3hq;M~5}a-kKa(-uV%!uqoIUF?sH?W_
zBi_1!#yYbKeY+$@XTNzT-A7!{JQT5ZW9FXKXNM-|)_1$$b*zWsI^Q#)+dMaH3(!@x
zYuBzp=iV3w_OMGjd9`A>o7;PE(R1o#rT0GSvdodCk3;>G1w45y(+vHFgS0C{)@0KT
ze4$>hRiu-m%uv0u+!Gx!z_ISQ&8%*w!_u^mPr|lEcl!9c%^(K{ht2H=sq#di9%AZk
zSBaU(Du;QUu0yeZ%vWX!(lrDwo0j!5SEcU|gbrW*+=+p~13Upu=<xpr-jwROwQJov
z6%5bB9Jc!zxe1_V{B$PmFZs1Gz--vEWy@M_Exhpi>yK0a6s;L`|4i;Bhen;1@pUaa
z^^fQ2*_w`5b{Cj_o<eQtzh_T7>SaG(MHg-Dx*=Lzj}Z^<1q3pEu|yaY*xd%rn{U{+
zZ{K}KX1^r$jxsWR5;$tfs&*_sYybv2@VpeROL7m1c-_8z8hiKcdsbGK5o#E1aylX5
z8q)8-aMt6Fy&UwAxrZJz&$SfJfC{qlGE56SmOZ_&+u!NFJ#ltd--V5M!7Z~Gh;6_G
zhPbtUy5O@tBt%(NRf&oE_JiE&DBgejFkg}qt**Nd9_W4jX=>`c{m`Pbv2NG&f{&;f
zoCsY$E9Rf#Tf`#e%)zItJW#%0k&gjCG4y6@*E(I7p5|(#6&7~n_oRZNLZ2)jK6r3j
z)EJlft#h26v!)lAn$GA%3Z$+1=#r1o{^4t4J!cKSFVz-Z^3-U{!@U{YYTc&IQeEBP
zC&CE<bWDwn6&;M$Hqp?~U=m6Jz}Ypxu`O>h{#Agfh|GO?;C{-z`}IqMLh&d4x60G+
z)JXwK898=rBR}P7NiLn~0Y+A*3egagl04(->lTfylS4Xm)7_RZ?-ZH7&i8*zs7YOS
zZz@o13l6R|aNt0}u!^vDnibu)-vAEvkf+qOYgfsBybRiM<hIeHM_<XyYe$4PCMCh%
z1rR>3U^7!&O4&|?cth{X9*q3CqDI2%s(a9l#)VQ_0Pm&j;Iq2*GS<}WNg3(KI8%ep
zCvg)Xm+KW&GF1nGsOqPT&2<a%OZF}>4G`($eEGnBh;9|WF)`f%k4OGli$9egvrV-X
zGP?NB+Ktw)zLZ=?#<Gox4IR&EGiF?Q@}w=FRucQNWyj{-urLpqGiQ!iysB3X@lzJ(
zs8zERDk^G-A~XO&{#&;;2mFRD_FDYCbPds)(-%MyymQHr#xNf#pdE=d(wB4n_~M3Y
z;ybP<wPDl7jT_rtT00ZsP(JO`4q#>#m8FBe_pNpg`Q6ax*R&B?Y8%FVZ=teuE6<4$
z!OPdL*XKrf1>G>p8)s`rsg|=OKdBGWtY>fDZ033HO!~z|ILUUm)~#Dhf{tx&78wa8
z|MGh>=*7Q--lp6tZ3-Bxv%2BUjCsfDdiKj^jJR&NbBpddNZ;p_1ca9>{FRTl+<OM;
zem$(I>r4_9CZrD?i=nH(DMPTs5v9|cRy$C!@@@V-m$90M5^ZTct8mH7E3{u!z+y&a
zPBYb}*`SkNW!YdIaYAWpX!@RCG$B-C+HT@_o6ficet)16ka?Sr{vN8Km}Xj3hclPw
z4YX-RI=c!C^@nkri?q;?RvH0ZMa7pI_c?fjC#GXl6%f#XG76esty>q}<d9~^y2c(8
zdJ_*{KY#zuy1I=7L@;$9+cR-}7tQ-UNG<^ZXYAP1Lu`(=^Yrwb15LF}D<*s3L+d_O
zerE0P?S4)H`@XXB8k&kf44L!b?NdB|Juz*t4lB!lzsJ(;)O}a7vYHQcetMO5(On{7
zRNnp}E1L~;%J)@P0xQ|fAA9Jz+Sv<+VI7Vp-XKj1$CI((AJxQA=cZ#Kk7u6i=^qr-
zZ2W`?lBytB;&jx4?On5+q{h6TgsI6K%78$V{qgboppOQ&wzk%BQ<~bu>KKh)PP@E3
z&^&Sq0tG{_k6Iji7rr%_Tq$EnTr424_3+h(B7%z9WlDWy+2o?KNhe)h-NIA<=tL8Q
z5m*!oH3sDH+pwWN^UJfB?SW?*zt>O&Tr1TV1lo*d=3Gx5Boph79$mb<Ug*bj{%3aU
z#%Gnl-wC%Y>4aXf9}U8>KeTnFrsma{730GZ1hOB|U>$cu0BZX_<DIu~ae?;5JYTbk
z6YEjPJI<M-U^drq$dJPf)M>Z<IU=$d<#6Ejx@zZb)(zZZp2sL~F$%}ajK>^|i)$=3
z8GjgL<K^^I>Q3?<?`l1lkg~luO{t{h<Pk7hf1mIT2oTr~7Vlo~L(XwqbyfyT%}xOu
z!GMqZY`f5{XF_B7E-(B)k%r~~fhZg|jIHXX+w|XqLR7qU`}WQJEUF{o@`=ApO=EKr
z5KsU{@QfQYX<~iD8`xh!0Ono@hlH9!@uH{8&H8Kkp!4aK5pEw?TOV3YCGhFz&mT?C
z4BQ&(AM1QeB_{KA-7TclE-b=zEuPw79TDovAAHH<nX>xgxR5$))~u1L_fg^HsGl1H
zvYpw#!We67KV=tp_p9{X2u%^MrkU!>{-g9_>K0CbZu|t8e@lERX&!Xy*|RBKdPsyi
z@5^VH&Ys<oi#n1<#eO57Ao@U>Lx$MiJ8<#ha0c&!$VFlAHfgS^{pW&;*d&dRaF6qC
zbv7#_BNg1and)Kr`j$(N^G3S#>(>Gsx62|bcx7m6uhOw&b7ZLBe*AdO{~B02`}f#I
z4i56t<eY$qb4=+$=#HLybKS*3OJ3bR5SlJuD|5r@yB^Z-cy^_3>$Yv}2df6p$XL)<
zAUja>uid-bh=-NDcTnc{J6nQ+u7S2r;i7)Q^MjIn0PxG4Wy>~$^V<(!-I`cu)5Hy_
z^8n^#4K4io2fi*Ob}UVXZKg9Y2Pm_v-{OfIcMiD#xjg*$&*ezs#w@J*q#QGn0Is5;
zal1`{b&N<$vfd0&=0(rtBD%P_{RI*^@*HVZ!<GYAzPMey*TKXzat%)s;0zUXjiT8e
z8z5~;`t@Y3x%4kaIkj6%djU3XF8flc^P0P$<b)cXLp!W@-@bprwGbLMkTIU~_ye|X
zz0P<0Kry$oSWh!^6D5u2p+;;UP#6A}7jY89QyOn49}U2FNgY~Km=T39hdX?-YUopD
zfj8k{diB~h`@xNZpS)m8K!-iMcFjRN!51*WvS?5zuC!9J=Z8Z_x+ur&TfIlkMkhAf
zB+|T9t5z(!_C<AY<gjwgZKAAj>@;7Bc<t6d`aLEyGDy@-dT(Wd#xcIgiJgn199tu_
z6oQEtp4!ttP(HF|&#wp;=Au0#?0{n+Pf{TUdeg;K%9><mmdc&p2xqCcXd8hK-CMOz
z)+1BxzNpFf4)s!n<TSOiQso%aXfZ2^wT}4<1aRf?<2L*tUm6~Q=J$eT1Yoe$V8WQr
zR_)$)o8<gA;U;cD@BPY3{2^U4)5uk*HAjKc!FByL{LLJRo3#~7a^p2brg<oVaX3@X
zm~#8}o1qDG0t-^(LT@6G2#~A6j9Ap}jbj5RUm&KP$wz&mL^o>Ghe_~O&_4ojnBw@f
z_w~DX&Aq*=hWfuntS)3<)YDIUqKCpTL=XeXeZs*Vt+^m{ued*H_wEJzJH?&>rT1q2
z@8>s<TR{AIelC;mrDEB}EX4YykLi<4zHf-uGisCXZ%-)OwEB}-_(DBxs(@)aKfFY9
zr%=ee0GVE?20_>e?!y|jj`U+a-!i{`GBNQw_4c;?`-7N_t%uz7GFnVJVq~6E3~C*-
zO$@5)wEbZVlR5M**k&-OS;yg<NpH`=F5y9=BCS9Gx$boixqW*7Y~-<Nr<4SOLQtJ_
z%o{M&yK?-4Q-pl;hYueLk+WsXgy7!{m^6lu8#SbJ9Ykm?uP6HrTH22=fLmoP`1fh3
zT8<Pe$E2g5R48y|h_dfh*unB?)@zFQMheP){e^=ybCgv#<f>TKU5UVt`IFSUca>$(
z^IQRN>I2oQYGRlBX8;OClwDKpBFoFlBB)lmK~pz}zq@;|Ha5RoxLOW<buBlhtp2VF
zs<{T+K#K-0VlHusPZ+h+vZcu!#6~6Cgb4d6wH@inYtfh+Mwh;P{w!pn1RkH?)pv7q
zbFB$qR;MU97(-ETAxDrPARwNVm&X!?(^vic)(6G!RsbfiScUVwAv84f$b6NU@s!TN
zyLJUImR7_X8f~XS1~~;yQN1>3-1z45WpsQVonP6D8|4oJrl#FhcaW6ACg+!zHe*zR
zMjb{7o5gV9RRT?<G?>*+eyKc)d(g;V>S|l@5*pmvJE#Sa?8c|np}IEj@iLpkkG*^E
znUcQs2N2|3>F+>{Dk7|_>Wm&WDrRsiN^avti@MUJtc#3s?_dwztRAZ0OV1@I55l%j
zN!}R~Ym+T0?b0c_`;cc?L;DQ*!&OM;{u&#fx^Z;V_iqmmXG*y_>Boc|Lw`_K`prRz
z^m(OKv$vfbzn}q^Zw^~Wh!wwz`;NbU{(O(m86ZIz^9Ok3xGrA2*zTNrLs+TnG>2_8
z_L(iM;gVmzeH(<&Amlnn<~d3Rn{yRhq<eTEHR${vZns#r&&{{e%n2ld(qd3S@Bi(&
zwz(>u<T`vXTtTP7IgfQB%X>MQ?s(bPrhy>M*2L&E)<u&a*5N+~{9{5f@zDyC1{Cl|
z+pDUE7I1D{P>xFrf=+?g@Vt`T-sCd>?b}=I-Me>eN?51hSn;j<@a=Y1LGISjx<*+s
z|KOo|nJW@;`0(E}%ML?Gg$J2B_i5K|k80CHJGD0c9Uo)$816=F8qx>I^>58Y=&1@}
z3P~27DK1PJ^qBrn9RZT<$-TzJQt6n|$eTy%C|}*ibW}}6c81P$C#pEQRAYbx8}nAu
z?}x}MdwjZ^Op2`cGmXXKp$`wGe%1k_`tN<}j`$wdhrK8)!03qjFW1`ikScnfmSV&5
zP12n(2uO;8KprMwsaF@V*U451Hd_cm=0`6f-g;cd4d;s=7PYl81zb=LNEO6OjG{H#
zE_20-6)r1QT;uCo93I_t!c{E@jP&5YhOZnq!?1e;c{=S3T{@8@ik?5e;<(=IFq}bl
z^^k8~6Q2nE4Tr|~y5I93hxzW3v=|s<@_HuKt~?fgVS}bk{prOb)o59oxa_ei!TQeW
zz!z}IV*L$^!lcOfJp(5EeIn%P3Y-2KzVuj0u1CN9ZQGU)CnXL|A)CFM&Aw1B^zo@)
zEj4UvTsw~MqG=aA`w06XZ=rK%30J#@tkg%>v4w)*%KiIRX*V_oCQ^MWPB^Iw!33GM
zfuy;9vP#S>8Y~QCZlOySHKmv5nlH@`1;%r?;6v+?`qrT`xJ(%gpB;dBcrV6(L3occ
z_tPt|XU~BCQPEkm*6O!VJI;Uw#K(2$W&;iXr*4GnhwgPWx7?>&$Gw+X8i^eWNn1rl
zbE2N)o|xSce)&$~Oi^B_{cTR1iM)TyR68B6#rj|h<RfL!6?#NcXoV&HLixH0vYvWI
z!Q#KEBTY1O<QFn{v7Qc^j?*!ZH;+`L*Gj~#NiYDWX3$}3>B01guM`w$$k5_6dU%f>
zKYqsjiJpGCt598Vp%cbvS|uZK{9K+huFvaY80rlOL!ilAfD`F%3DjiLL*~mpd-rZD
z=mnT6Wtb;p9EuAw_N|Zp2VgDg5`jvPmoC@zmXg5qUwr@mC944VTyw*i18asjxG4uY
z|NP2H4_qmtSAlQR=vWtF&*r{IFcnrJFHPItU$ytK^kayM(wm_FX?3=j<B&riMM5u>
z5ItMECFjna!#2KGQF(dzVr!N$XydgYcy~SmInVDOwJ|yDv-YQFO)Jdj_pr}jz8HKP
z8_=j*VQrEA_i&#ah01>m@T);*v;k6*GoC;5T%=*?mqXW?cM<AnHI<j}$!M+oKvVV6
zL+HFKGqun8Q&toKyXe8(b#Je!7^Qx2dPG;<S*E72PEYm+n2nnTk&e#y8wchTgAsN~
zF14sXO&KSB-hSAyVJvWOPv0ROXJB7xX7%n9{Bhcwu7?`kzJFg8MPJmc=kGZmfolWK
zh?exwqh5EfU8^Urnfaqe!+aPXDtmHPPY^LhVHfTqW?Lq(O3aMSLUgcWD)*W8Zz@vx
z2bKZZFQHx(vzk8S=<T<1#0ak`kyfa1xG_2M{IzDwmoN7it!*{LJj8{uI|-st!L&6M
z5lJsQYaR-G4MIs;`)jbDGRs?oK?N%J9GEduf>=t=LL|T+MRW7)>-gA{?tw=B0cPGX
zp-q5A!c}bAq-U82y=RxQO3kFf1r%ZSW6dJlhG<<T{Zd->`sZ%XTy_^px<=X8oh|~n
zhd^aRVLSFHlZo53HddXsifYxN0~lWRP99pfg4XpnPVGTtQB(|`3^?@B4qnBBZAwNT
z16=IQA>f<nRGtjeYG@N{y)GqX7+C4(t7vF56X^q>qFYZNU3Y&wTm|bv>{z-|NJ>rC
z>RgOT4LNuhfVKrci%#9T)yHe?3Ua|vr}NC3QXIhGQw7BJ(YAcND?EH2&RoPnUCSZ7
zW9r+3I2OqfK&KLM#LskL>GS7*QG|CgG;B@Wr`o^guB91@$VW*b61}WXC!EcL@uVth
zRG&K0n5y6PZT=t;M}P$_9sU<%Zys0k`tJX)q9jwL%u^|}$UKuFp(0ePiG++r8KVp-
zL?uI!d2FBonaWHeQO3xWp(4t#QKn4&o>%tgob!ErzrXMAxBob2@6X<9t@r!B@9Vl=
z)9qyB7#1GBf)kwBM}xL))vk6~eufE~UzyI!IrRqCx?Y=WbAE$0FqjSj7!R!Yxj1>;
z1$>#`C#Jk4oXse*5^Oup>J?#=NNoQ6{%Ln`bT=UZ1t&dj>*Q1q&)qs=859bxFy!#J
zcaI3QxegFY?c%~@s!KjA>N`=kj$6X4Qn)B(9Ub*VxCq&nhbLy%ZtpoFY6L$>@p943
z?c25~n-N@AulK_kgawK~(6|Is!-zKo(M{mb2uj5k)W3DXJ>TcyVMB^F`ihM+b+niT
zolrHb(6QNF@v5G_+34e<QS-AM*~r;F$%tBh+AW|?MB=qco#_YC@7>b}&fK<kkV;wE
zi%jwI5_4%i<{fhYLBu7T@PbtB<#;D_Kn=S=iw)O+yhBmJynAx0E^kHQ{=RxoJlP;P
zw#PcGh}W8IIxqWQUQB5<D7K$e5gm0ZLxaA49m#85&8#ax26(tCny!!u-V$f;uGehW
zLw>)Iw^^)y%0kdkNDIEiFf@x4ojTyf0;Ga&tGzS}1kUvM{;@!6C{$24gAG=b|2KFn
z?4oUkuElr`POlMGs)aM_9bWCgYeT_Xn>8gov|rPaqc7&>rdU?#VKeA&)5I70&dI9N
zpaGMS@JGtEC2!xxaNR{Q%ndDY9jJy{txW8jfh4F3h{@MQevnbwvku_NiyCKA<MR5c
z!a9SB7U^yX2?_i7V~ra1L(ps%X3*ZfhR@J4ki~E6yL=g7&~{d@7GHTV?Z~dz+ljLD
zTg+@gooPER4{}f7OGW9;s;zUn?_Tn?;R+ppZDYi8gkbmQ-G9VZ6JulWENoBK1nep<
zDP9JXI=hDE*+j;EEv#YZ>UP%8u4HbKDnXsO;HH-GLC2h+#+FfbbjNa5L(9?`)*tYv
zqA>#t9mwEm)7r4<R{=0Ftp@}m$7*F%*L2PEju2Raq>H40BG<B8x0HvgUFz1YyBNOW
zJLZNgQ$z6MBH&JcpYK^UOlUEv%q#7eeB9T`^9+{5N+lv93mCT(GwV1wIDm%8I-(yM
zj2yaj$1#jmmoqa5X{q(;bEY)hR^<_CJaFjHY9u-Z0VvS9rw?qTl4OHw#1XgKGb+yU
zp-mS{gIZJF>Yf`NIt2m0mW2F29vsk@<A?M63NxOR6!4c#L(xm<>Lq7|#_L&+7(vuY
zAJGS)%P6D;51Ys%l>wTeWVI}M)+XAQjl0jB>7&>~pX<lBbiB`XmeY?w8fqCz)sOlz
zEY>FR^ww763YJ?nrtzpLFIY#NxRA>d#@_QQl=b*Zv>@&B<*LHHFg`G`)`l9U$_?za
zM=*jk*s02jI~DC7qXN2$X!c&*8`MUP5G&8}^>v)h;3(s-@E8qtIMX-Ef5pl~i5kem
z$XOx|{Waj4At8Yr(dpd3KKs4L^y#bVqeX%q@0{H1Uv(mtylS;-mr&b~f}sBKO~2JK
zF)iixm;&d4s-7~Q*^_NK7)FCpy4Us<$9Jt+Q)`8euo3mzySWtm`}p{TEwf^HJ@T80
z>f)tK%Lfn0@v7h6ZItV{v!25rzu|#G2zNvJAk$htJ{-Fyi~juT1p|*3Vob3%tXSo7
zFOg_%JKLSIMq<YZkY7|344P^cdHHR<oY6AUGq3CSSi0G4jHa|;nH<SRS*^Qv)o0dS
zuA@##6O9p~<JE2rM@AaMddUT(14fLfy+WtwtbB!(zJQCNHi6k&>e|I!G3w#y)Ff$0
zRIM8KK6e+j>Hht#1?xE2Q4R+HJ`X@Nme92aPFg|e5(-GLGD|*bSyTv=CfX7T0VSt)
zV4nT@uQh7bB1^~BbpmM>?dIJbW8G?lX{-9PlEI1Ii!IXc-K$qC#h95lL@S6S!U2)S
zQZ*ETNTQA+{H+AR_&(8dau5?*taC++$XR#s;>Dgz|MaCP+sl;2q#r}@K>62CtrFw^
zd48b|d>u8qMf>)(2mA?IOw(}Bva3;C-=%+=SZK|Adw<PO=bSMuJ9pMYZDTopyo@8l
z0rlKR)#sdw<}4QwTrMxT7;9<yxp%qELPBut6L0@M&1V!$O!!#%?p)n<RwlGr^2m*H
zj9A^45Qp8GF1L!~k-;}t<D<Yws9hbGFFHSTY{Ftu?WVObiI@W(jm9zU(SgrS^g42I
z$kg`zNkCaypO!7F?A^PU!zKfGQRK?MAbs6D*C}IP-`Xt<K4Zk-IdeLLebclG1`+p_
z9uraoq!6CrL|IwcAOemW<>)48R)V?^FP5=$gm0q<J$v@7um&0J(jKffUbt|f2==5(
z=I5um9#t7)#nH#O7Zz1LM41E!g=AQh>oD5SZ+q}TjRJXYvu1VdYi>S)do7yTg=W12
zjGwh&K_<JZ^xX63?dJFQFRcn$*a@vEUDIK1`zZ~#Q5hkOuNr7yCuhTn4c`XEu8~J~
z@Y|1mhb%(+4%-*+weCR=VX1EPp^yRKa<%1JCi9G4foPWxA3HXPiTzHJa|hc@V|xyn
z2e(iAPPff$VSfe&G%Y*329@p-%(dFf-5PD4Z#YAb_Yv>VhY-ujh4kcfa4!JVq>q7>
zs6-cyt<#~mX1~2}mN9icXOLhV0#pHLb?n}K2#P>}4_z2w0FsP1O?d)W@Jhq^@4x6g
zFm?wkYdkFvI#koo+lqXp!x9#d(MA+M;4e@t?bsS79;mFofA{+ZTovb40hCtBWrLRH
zEF`T}$6`Qa?Be=cN+(XX8+Cz~)Qff|1G&maNC}Huy?7W>ZSW$c-?&i=7_?313d^`I
zTqiHDNtBR)unf{bGFFoj`4zl)QH6DfH=*u;Kk5rWWN3b>a%g^jpSSrzzG?!(*aG0B
zi?m3*8TEEtHFY;4M0Jz-l)0CWGje1dfy@{t)_>?bapFXF@Lq5a(H#_&l!UUvjKKe$
z54l~WSCxlW>#Vv_5u92+)1|{N4E}Z5XSFaeW>8#ec=wocy}|dNKcPEnFm4q7+;Myp
zvMdPeaC#rviFAR^r@bdlGG?%Eu_6#{Mk65YHES!)0WtAKM~$tOcl)!)n)R>v)rF32
zC6CDTOT#~OViRyux^-Wx3}+A%NV@p`K>>$Fi^2pst#>`Ugh`Vpi#AnGXXvyLjT-et
z#_E6Q7|J>ssc}RYwP~Y;!YxB;Qo&2h$uUVut3_R#nwkpnTSpQKTrvXVkAD30$*ynv
z1GmSnr)cEM*>||Pk$2tZ&DY@uP*Z?;ih}ePv$miKtWxJmdHt6Bka1gaa<s8$3d60s
zf?fNONDLYT$AtOFDMaWmotq%IUfEVECmC8te*kof>kT4ekj)`*7&Ci@S2NkHclXy3
zw*k75jLxBSWLn5K5Ee&7MG=c5|D7DU9MjtZ8d?T-=9fHiVaCPQprx&yPBj&`jX>%&
zL(3_QD>vvFd=SMqjeEq79W`5g$XAUWJC^RM1~M!m;u)K}8f=KaheUq0`F<KY!4kz&
zA*9Ryg#5BJX8u!USghI0q<JD(EU`H8gmLgAsx}#KW&D(Id@$T$fOmIC_P>~sF}NgE
zQ&SV&O$J+f7JISVK4ax}ikb&}m0#)0>X@=Rahr!6fB@R7){gj7ewZncdBNrQG~H%>
z{S<~(iLSRRyr5xOBucQHg@esLT`TGz8lqgq7$@u7uDBUrgOsBBXz$P5?oQ~rR7G$C
zrb4F!E^0%E4kZ=uM3W75O+U~~e*E@r6`?>Lhcy+{@O(C6&xN1ch`<cj<i%^(s`I6D
zW_d)X)ArbY+G_TIFhS7bi7&54pwL*Uc~>`T=daV2uF^1SX>sAsfY5+CD69_Rq(`aE
znP|h<|MM%zzpnFP!-HRWo)|8GfB`=@pIm~rd=^4IOKvL^{Z@m<jYVRVNfj4W8>xVG
zq>Tcnpn7kgI%go)DIt$szh#S7zGJ}|n<ypMB$`$`9O)#(8Gm*4f%%4yfS=}-(g8aj
z@s{6)J4g;H!Jow?LmLS9cBYA5-KZTwL24X1EBU^H@`x6NAyKzUlLKuU^rMtk{3@&S
zr~Gwu!swd|4-6(MJ$tSFt(7|>B6OMe#wBjQZ29;=Y@U16=f(ew8Tt4+8b`SjZt}Ka
zHqUNmW!Xd>2~m;op+{L}6RUP#d-dv-V$bKJw=K8jTv#e%)#l%c<7cGeEpf8V=D%9}
z`h0*ng4$(Za?zCiqJ~IOD{F90XX?Xp@}VL!i^6&*?<osC9<|u=9Nq%haJT4GuEnas
z{k_YMAMc8PZd-;=q7E?UN*P4(6Nao^yYj?|9<0t)m<W_U?Jb84@t{!1v>*~lTAc|@
zR2=E|W-W}aXt^Sdv#S#qKge~NosOO1-)~zxMAho-u01ElGS%zUt-G8;xiRrKfFsNU
z$i2XhzV2uJ)bevv{5_eS)D?-U30s4YKWEmuO&cZ*3m_c7dC1->UtU&8VHb*uX3hv3
z)f@|D$zccj4Eq}F`;;61u%j)sK;#qRmPQ}tA|^8)&>fx{4c@8C@AnVix{RSgt|UMa
zpV$aEdmVryB)kmOLY4IGQ1Nq=$m!YUv^=>gOCv=Z%dj?5S&*KW{_cO=z3KKvgd>YS
zJ>6*BqH^DnV6ulHMdn-^ZfTj-XYu!rLeUCWD1_6oV-BaifkHtct17;upzAd0s*Z1l
zv9fOYx7+-b2`B>n*V2U05yxCz#LY$RLHt(GJYzF+X%-QxGC~hVe+MQx)WgGw_E_j$
zcBBZ_X|PlW+y<z0XI%xgkJw~4rOCEmL*`iDG|8EQnM5(_jk!BRa&5&EjB$PY^yvdc
zIRSi8nnh6<2@07L0^+C9zS~gMGqDzm=8qkk2Fa-3cE;6YTTUC@MvcP2jH>f6`cX;b
zp%#~vc=qh2t7|$D!!APeKzuZ!bl}|z0+Err8fqHpA&OsIRj$RY4o-pl6=4k}z{F=e
z@I4eg-5L3=-C|qXHwPS}9M|Uv$epKe6g6H1OKbk6muUR{)#9ut|4}u@u&VT$JJ!cf
zqcLeW{O*{fzo@`v7!jM?Kb-uEw1`ZVCqEu7ig1cNjPLkYXLDmG13}h)N~4VD;(sSN
zNQZyS09Mr>`~eJ>!Yqn3wjMl01De3DJGSAcJF@VL*Y$1PYH$m#fLwgp+Eb^#R^NPl
z4TupNg>>ma!0ws|=FqFOtGI1xavNrgZnuDw{^Yz8J;`yJmj|KK5`X6Grz2FZy?XYP
z!V57>tPilQ_T|afabhe2U=1J@QU+a?hKbLuqMe~3U1wqk6uch=mxYA|zJ=&{dF)+L
zJ)-~S)~Sminz>sx#{a_Fl7>Wzk81a>_0_la61C7`FenMJB~6$A+H<FR+d{;ZpR%=#
zHDt(idUF=8P2h`umvHG!@b<2SkR2mT%kJIl0qHB;mz+oKxQF+{-~RLA(XpZC9RlOS
z;SyE>&lrLSaCEMe67e%CdQ+$V3;t;$(PaEYaXG<auK-1Eg>dw-d}%Zhzna;MUeiT*
zy=-hico1iy%#YhNm*L?(36e7zvMpejkvzF@>35FzQj#sfpe(e4XdmJ`7~A!du@&xv
z6Kem%V?V!4Zz46C{3VA^AsfXEBuWF$a%l!w&4QrgyKMXHR_U^9bYZfJr9y%0#N(1~
z6;n6iI%{B7Ne<UB7!QEDV{yp@e~0ePc4$lcld}qz<s_{>*U!Zizk(!&OiW&yTEkFg
zrIRBs<z`!L$H!f@`Qndi^WQxTLWnw%7q+GU(thlK8htBR1rJaAwk64J8I%Cj3<OQR
z)4bR4%BN8FA5kLbnCSGGuV;9B3vQ@Ni2k*u8HZfARwhQ#(VRtl=p+fFsQS@s-#4@b
z<K;Fz<j%%IW6|_GTyG&w@_~Z~v)gu$uo0O0!GrpsGAHN0URzlH;6ftlK$<klNM}^<
z>_)00{;la!_Q*9}jp<Es)uF1cg_s-~;CUs?r6yRAZH9?GNV9|6ZmyuH%c(qg*HRjk
z#h)_jpCnQ=D6?A427w4F4QTyG`8!2ND%bsNv7@@x<My=2a<p;tpxb6(ti4oZ989>T
zgx_S_>gP?pmVEc;=aS_jsu@+y(Tk4HKus{Sz1KFMGqA{~Wx9-ZG`a-qr^*JlKb_&l
zpoccp!yP1BGNz!H`p=l+;USC=7>3;Y)M?^N^ut#q3l_K{cE`(?lVsO}5aP)=TDbDj
z+i|x@7O6we!-|Lj%GnlX6FWy_<x&Ch8&D65dbO%(Ec!<d3s0kF5f+4kpqvOLr;EeT
zuuYrzt3iH%Bg=SkplLx}Mi<>860iZkg(uKx0rs9b<>o-=W}BZ6QjHex9qADHGV~wX
zbL-;+u+~NwD*p80`(&H6jMyhe#=qY`W!fFFlQIRE$)!4|CoEM%2(YLkalS4`Vz}=w
zdEAu%x&ub$3I3MG$`p<<Q4RCTd*YV!*q8tILlI}>1VmWyk-~9w#U}OyYGWdBCt|H}
zyG&;LcUg1%A~bp@q$ey-azfBh?z_#&JXhFdz{noA=G@|3g#V`&dF+bYwR6Xg!~EPi
z{!JOvcAz$*q}A%l-ltBLHto@|;{cwBFxz|ica5y9RDWFF?F$QBBz`^A_cavL@=^~@
zS+1iSVI$OE@sm?sBv6Zj|EjTh#XgXXiI`P{5AJ1RtUM=@M{q<%X}y!RYSz5X$Cmd+
z(*vx27w&crLtQn>-1Y4}>hK+x;dsWr7s_^H16yzpOW`Mq^6I`1GBaC`-1`&qJOj%g
zlTbCq01ynYSarN6_!ubpf*3+DIXth?!YEp=gipr#9nQ{>IdWa|{#Td?DaAE0+Y)M`
z2Nbw%EykOfm6fY2yY&f<PI!WCYq4=CJ0otXiGd97*Fab#Y_4b^w6+e{1PtZA_oi^M
zQjj1*Zv4IzpAKtq?U<L?rUf5?%}vMgd-qdF*F-jslv}JRoN1c4=inIA85h;gJ{}z>
z#<pE=OG+>-j+dLdM0Vx>wdjyzQa$lgvsA_Ntq_quppBb(0s5zV^L%{`s+6Kz`FR9`
zg~4bcMcC9&PR<?#vlU_$jGUMOOR^M7+E^-cISw&{Nzcy#2^SC>1#Tm1eV~VQN{K?j
zjEK*;&F8aJr>YtnrkeTOW!Q@c?#prFSo4+Nl2<+HR}fs(uH4}K+lIiqnVbdUoRoZ2
z=5PMemgL5pwGE9D2Z);6uqqM;)k}ZcAutBDk6vl+cEffd2906X<UdctW1`x&+3KmB
zVGs@gJS{k?VOcwN>lRG?@hFO;Iq~e>ir;;1awQ*lklnt;d{K9Ru9bw0)TGxPf~WxF
z2|ut+b2*@uoA@4zHuIB0QH5r_;4|z2=^ni6IlT+NBA;ns@)|2udw5;plv^s5iMQv<
zM*t$Y2&*U}drX9OYY|;^=+&zsbEo*2P_l=CT@7lr;Uc^WowX?L?!bMX<pJ=4bLY9C
z5L8ss2K<{EP_k6QhN2iJqjNlc7c*ioV*PzDAl1~wM=cgw1-I6O0#t80xeh{n2QplR
zSRA>!$uh1XP;c@3eK9dr6qJv4rDrjMs`+(G8nZRXw)8_n=dB0AtB2leOEHIMm+n8%
zc~MUN)~JVpM|#Ot0wPiVX|C(J9mrM25h#`e_8+{_*`H+y6Dkf7+8O-$s?L&|QqluO
zr`d141U>m0rXtFrYJ4Y9MyB!^Pfi}Od>^b65+1H{=xt=Qa3@Y;7>25bRVjU+Bz7io
zH!r3T5JIe4Y6>(?E0!-`u8cuFeP@hB4WrX*^Yx4ev2KO4p=iV2JNKLDHg4R78ET>T
z-pQW>kuh8mXl%`j9Du9u4x639wmyn_t6{?i&6v@SUTPNlMoJ)PD|l`?>MAk|?tIQ}
zkwp(w<<Ox+0t*LLG`?)OboT}8KZ}8i<yla+JQ%ZGj!vph&PP_aK6Z8-5j720?3<|L
ziG2vVCoVQtG?qQNg1oTK>CP=XBOdC)R;-<$d-c04kE>VXRlkvQOyCW(uLt<}v}gJj
zISzS6roa;%9#t{@GxDLp9y6nl;flfvR&T;BF*<^wxxvMPBCgoGcf$F(5~#rcmT`;p
zI`<>LTS;gEGkW6b!<NeVv{y8g4tB-(Y0|kOq3W<<*%o=i5W?w8<p=%a-E}07h@6ZR
zCVztwG+^BPB^F|1>nw)`_wL*o$iOmT$`m=bL?F&-OhYh;Frvb~KrIOF`!4*f)o1>@
zHebHE8u{9NSu(rc?F6IBL-9DGR79uX%gZ!;M9OJwTos0x5nSjs-qo0Wau4}RKnQV2
z@GTj7UZ1}j`$ZJG{H9Cvv;YWkZ<YgU7=7Uu)s_e?0@<Bhe$^E3M)rc6d;|S;Ymj7<
zA>;A$++RBV_MRY{GQETxwuSz>*0$SLa9$YXT|o*!tG)tNt;FjVugdVrsYm8SOOONo
zj6Qrrk;qaqCDlJD_$?n_*maVV(_~Rq4&iuDMTyps>nO(fU#J;vk?`VA&kv^@2B(Qj
zZ5qKxJvi%GfGF2l2+J`h?LpEKKRQLpx!bL2MErFyBsB%FNd{-fxWca_Uk%0$sYuJs
zb&PuyVv|LF`6pnXYs!+j{NJ!8Rmo$#LX1WVoDAi!B{8=N+ch=J_Fs+oB8EY5EM`7U
z#V^QXuoq1d2MjX5y?eBr-(lKsbG2HHRQc~dJYZ6*Lu0RFvC;o_^N8MrSE(r==0CwM
zZHhmLpj7;ck&(-o>XTZ6X%o4sx#;UVJGXH}Db}I?vVa2!n=y6Lq!kD|_E6tN7$cVv
zBc0PG-vQ)bl=mQYPW?J8i`QZXxF^z`2{PIpm!QjL#1}NeJ@H_CBcm@a=NI>?B#i76
z!k&snnm$sa(uFshZdXIWPOAbS<z&5^NoOD$X)y)&T{K0{v$1t#M{)=d`l>6?YSl)m
zhagXrv(>rX$oA0BO`ERa;~65pO-piZ&3+!-zNroR^~zG#r_Uu8n|PkU9O0_8;A=q<
z3Ya3p)T~7Z!(EDD@8@!Mgk@%3S8tuOkujDrM3j1IX?rZar4``<2{HRX$vQe%L`Od2
z4y3|Q1XE)2{-O5`uSyV4zW{(QgBeZj?6#0gyum7T3ARI9<TR+1H*V+<oQHv<vf?Pp
zU(W|KQ9YiC4pj`?g{(N``^{ES1n!3b?<0#~3=)-UynUQD&6p(QC<0fn9=5AH$krvU
zu2~Mefy25w_=E*iX;<CdA;kwJXO;%W;Zu22AX;*yGu)F)8!qFxAHx1w{jP1FK8>Ld
z!*;tiG4!6|<Fl6U%65oWK~J$d92>5VSMl3E@{xE1|9S-`znO`aP-+_V0GO0%-+*5Y
z056^FMpMB|o7z@uVWg~qfL}4n|IUi|&Jnk|7aTniTMJHzNAc*OP3a$Y_@Nx}Ab~70
zU^c5@TIZX6Ka$BiXRPcXI5qMX@wKBriaSjOxKlCJ$EP;PKHId-q5VY<9-wxCGZjrJ
zqH5O}<M<}%t7sG^Z=+Nsbm(c<kjX?#p+g*+7$zwvDo5jJ`x-!!oV<a~dE*U^_gG*J
zyx2CihzK~5nP=^w7qMAaIiw|Fd8Q$~wEev0V0tvQz|KpzwzLnX!Biw~`k^xMUt0Pn
z^thdi3%&$7H9|LS>4LHyLYVexIX%uqmXS!`E1g;H&ft!MafyBcx%R5Rp$VXj(ZKn%
z0FH^xX)onwV}-l-<bkm_NG4cI<(2dW8XKlq=hN?Dc#wE%8CK=b?YpwkGV4^p@6&~!
z*!rrR{ZQZ%WmUWs$-S~<GhbvaXJ_K=mpzsg{dCo{a|irkuvJ&gvNp@n{;PW*0J327
z(^f<?qS1(>d`JFTQt_(u%ig^!PUPR`M3{hyI@vpB$eP<22}P!gTBF^3hhPD+1?!i>
zMQP;)b3g2I#@Uy>pjtB&_mz%`uqh+!&JGQOgb3!S-*kEj0G#8Nl~(6CAgdsoLc>-^
zyaRH*kIUHPHhe_rY{HK<QA4Fqua~1uwi7B6&l!^^$3^xd1tEw*fws%$PJi?)!tSZ|
zl9#3iz;THaSgwf|)jzURRjcF=1>g2D!WsDg@})cXL#Iqt5c&l1E&j~}Wh=V`M>=v4
zac0_mHb2k#m$h1<W3p|wh3XlYutGsu_21Qll-|ApY`VS6H_#ET;D9Ok^ZVzU8rHEE
zh}l{TL&Z^Ux@*ISxxe=DcLi8T2Js!hzgBVhZJw&4;aLtcOj;f2N2`1W4#dD!!Gl&&
z#OghMMR64l^pN|xFd2l{pZ<sDhIB2$GD&KdD1SXKh^8N!2rIbiv6zNyR(|<zc=)ME
zjS*ybBI<t2_U$ozWd!UhFHS#=XNpb6)j1wB>0F29ChMppeeE#4Z*=GBclXuud2%uc
z+)bn>qOYI3n;AlaPgu}TPp4?x>m{rLfRc(#)6@6X7#Ei|&H7_XyX|pe@fdB#<nRHp
zUc9j_ef_zn@7p*<#fb~E?XWL&f>)9<4VWiniT=+FJzcx<xeFFlQ(zAm&%2`9i#!rc
zdpVfSrT=yx0_F<}*|;&$5KQ2TYSpU6X|_Lg`gG#YI2}U_;|h^i=L8h}KIiwzg7vCv
zcTLRV2BZ0tMEWnI+!r7lxPsoUfb1166G$T)he=kWUhNt{MF(FUx6CqqxAJi39$_`;
zB|~^HBDtL$IyhF3)q9y2qL9FyD{#1WuliAtcJ5zl<ef{<s?g{l1=q^X!qOGaX1L=w
zMkagni9Gx-FWc0sbxtcG(x@kD3W%Ks<_o(LIk*-it$@!HoGR@Y-&ak+#F`GBnq|U^
zEIP5cymaw52l!(45tfb8ogFI9D_4j@odpwn?*nBtYx&s*2j6&{pn(ajXuGejZp4(o
zUz-uGY;k#{adm2N+tOB}2jZ2c$M)?Tt=HIm;k@&&p}S#Sm~)~=hq-Bq)CfJLJQF^Z
z<6<@31duV6S}Rm9{B1{~&3Q{3PhViETmno&AzUA}%)wD*6g3?y88u=SzqRizIN@e|
zOU8@Ke5p@ZUyAaE&Ehxl0agI_ko+t5mN}3)u#D6Y_QOOfR@jm^9mwUJl!uCi$e1RQ
zp9P~KL`KfxoSK*0Uu)q#xpixuC`b0t3LWxF>^v`&{=xF;_}>fP^y;@i8<yHB-`8|8
zvfa?Z;9KwVeoy87Au!7BqZeVb6$v3Hv9#>m`v7BElNmxA-<0X>aiFCafrx^bwBh2o
zLp%*Qw^l-^DhBk2H&u<d00Z4p48>_lL5&b+OJRa#5H?P<p3JX9|9a&Omex>=haK6r
zu)1Z2+!Euqy@F{e%;LmRVx5D44y2%?(1bEz`b@=tM7wJmTzNKw+x61hqBJl6`Rj}M
z*ihwB1R<j06I;If`Ng61?)sAQblmgq#?e0g>7p?crxjdUWuRfeFw8yit&7(0ivKKL
z35xE2$lgv9R~9}5{9Pxg7^H$=7?J_;E(T#h1Fll_AKXfLBrR<KrR=qcmO}F$Bsf&7
zba_X;LUR%+om)tVQoFKUY3pNZ8J#trVjDKFDGYjL!kJO@(N3K^r*rsqV#P>U7{nxy
zOHXJKzLpr2M4Bq??_X)4Bw#Rd8zIjTY2crk26d=-GoGF{U{2h&*wr$FH++c?^NGtO
zpep;^IzrQth7O72kYh;|^!^MR92UGTL~xPr=6Dq<82as<JI5wG#_pw107a=9$~3RV
z(W7xF-gz|bnDQ<Ei_JQjBaF;?5Xh|v6wbx%<eq}AmWjaMYdE7PvQ$paf8Qw3IpZzf
zX>e5i$0OYHH`P&i<|Z1DL)QVvR#N}25!#^s@wX=e;xOse6wi<ty24iCY9GLhL!*&A
zXSj{3H^YkpUHEeQl+DO~|0EYnphc|mUtIt?nUD}w_}|au3==hJ>QwP}f*{4(14S)o
zIwm)DHBK#oH5B^8He9fFFV<AxpB5oD7x*E)3ph2om3<H1J7TYNb_p1cO$L*WyzamJ
z2xSW5nZIy+f7l3^=wF$v5nBXl97K<Gb5^vCHIfH(XXz4QhjYsiR|VlN7M!Qh@&>OR
z6YMnv9%s(HO_oK?roHt6z#0uFsZN9Z-Rf)=f&%Od-#gPRvb5DI6~#&C*YkZpJ0X4|
zghI#DZ0qoq>@jq`rO#SAx`?DSj`Y(&(YQ39K5W=9P-X`#RW=8}Tf`>t&SAK!VZ%m^
zgsX?P4SP+Vm%;7=@<JL7AIetZQdV)Gui^&~4P2iX0lU-hfr)8Csu)(<!03;Vkkc3X
z2cSBdw>LAZ@Jm2w*9oMM5IY##4QuKrpfL%MWJ7X_shZpc?WE6^%nrhmc8$4W7i?&J
z=;=VqC@W&)fFxHU$ZvsA<oPG2S5ZrC={P~16fJX!_&5dPTLAjJ5)CI}j*|yk>)M%Y
zz<`D%MtV4y8~O=YR7?8(@slRSmiSqkl)ih^W!{HpO$GJkaF;MP4t<5<$&)Af1qD3J
z=x7A{)Xq$VPjIQ^2a97=NV!529o=)?BzhvRTJ`@KHer+#4l3Mk^l>dd;b7@@mu>#K
zdFfYH_IR$j;j*^oCzmwwG_Tb1fz78gL(L*oLoxWn#g-Mz-%~d^kB`o>8vOyOo=9{5
zd3J6!(4+@-fY!>=a`HxcJ%nl=6as+^5OtL96x|4)T>^##d5%)LZCS0<q{|a`vX&a_
zbTJo`K}1|;4=)G6qa-ljwCLBb88Dwnipg}TZ5@fjizY};7269njiPOCUAZy@n^BNe
za`U#UmuZ40+Le=uoykFsK*>J(+}mIsM)xZCB5oXfX_ZuoZMx&6Bxf}gPWk1}iDJ1%
z%tOY4Avn*iPKH&5um=G;nr}Or1+nNmIZt#QtC_U&*$5W@!3Av!;I9Ph5}Z_#RV(Kh
zVht2u5=hv-VQ3a{!TzKY%{}iLRQhevgj;7$pDrY#Sh<_!KeLy!^Mk(q&zw0^f8l|4
z?jLB$v!2uXNeG@{Rb%UAp!@<9PzLvcRfhe1jUo!(WF<!J!k>vc>eyRdxDj~eI1Rgk
zN(56fkOYP+Tqn2FuM;6EC;Z`~N9}iP#%D*jF7*{_d~BiS7$$BJkK1OnR&M%rWdP4Z
zt{L6(`vD*KxX;r@GEyv@7pI)*qC*qKJ-g#^Lihn4?J_!naDd({=HxXoZvg(N2NpKU
z1iA$65dlY6gWd6#Jnl8HXhy)C1D>gW+kV1GG$OQ9mohTq+`8yRIZ`0Sj1H8_lr7C0
z&7w_;!GCnutfQI7poRr3x6pz{PebFy_c5E3qz%9X%hb;0u!4F+3ygda{=mCjqqS14
zvL=a6j#pC+uVt-TLfF=9((~}c`FJp7h!+v9VO8Pgc(74}Jfb7pPD}1u-g&o4M$ro-
zA+7l^OMZO5NQ<L(c689In05Wq8AtEnqFMa<`Dx!892*Geqy?ibL+~P6U=FWM3l>M)
zN06HcK_dEhh}4W0Abb@;91iKvo;BkKt^#1t+@Kfrghl+{;RoYxmHpVkL41!S#9G|3
zg(Z-sLsZGO9B<&%nWFvVd&&o)QZqBgf3AGx-gs{1w~<qFZece7o+zKUg6V@_TWASr
zg^lw~4I7o_leTL@;^(*=n^H??6)nS2XXbmOc&>tT&F9E_HgM9zEH)hfSR0+VYcJzg
z_UC}p(1}T|4Gpqr{k{GTJqZ1JZgJh@TVTjmPx%_F7-wTRnpm9e?Z#L~O0X?T>=?Qg
z6qOsd+3Q8w8dQ${s~K4p1Ca38sERcMfxyO70sOvy+#8KltSbWwAc&EX0g9sd!cY9<
zC?$7SP~VUEJnfy4a+A)+_1!-0Y(5dF?Y6Z8RdPw{sG6rW0|A$)ak^AQcy<j2lCC?}
z^E`{A{!Y@=g3Tuno)uV`t{`{)TB~lA&(91un}rs{`FRzv^2~L(<|Ly@Ibuj`Z>o^4
zV{Lff=1e@yLjVsh(WxS3WvS`btGAN>II(pLy0yvDwq^=;`EUHdMHVjwQ0RLF;_X-g
zO<w-i@oZVSIJ2{|)D^{V-)>GkcXsF5<}@BgzSkge72Mo;K=t0+TYmZ#$okv=6;wI;
zO=BO+ZS@*8(pIpah46GO-gm-+!&}Z?@IQ9prs9Q@81B7>ql+6%%ApWh==(3wW7J7a
zJ$!i71f@}Kr9HAMofRNiAx{OD@yw}A&qR~(S2>MU<2udzsr1hcvk7oGh3;N*q?|C0
zlStSau?4j-;`MLX{r`g?I7?L8a74%qC4RE$DyxH3QL$4C$qJ`%8Hit=s^|Lu|02hz
zU;>QTWgscwr^D`bH!@PEeIs5A{d#5JZ28%Sj--Wkq{oo)*4L89*c^M%$j*PmwMjy&
zit^$BLo|OxL|(?$VM|4MhI*J*@(!X9k-5l4bMxj!dt95^eYUT9;yc0gnRO&m63WQG
z-=$%t>o^wnvrH6$5Pyr2ciD`axj!yWvfr>~Ybqo{&#a}L>+C6l_L3<mkrc+(>9_|q
zfjLB5_i#Q)f>^*f+jZ1Mt-9(s&-`=u#{C2OA{mB}93+NhbO<&lzLb>-Vo?n~Wib_*
zC_mMFKw1d_B`9a?jEF%2Zjr{K3!ylY>HIQlSZuDiD?sutbN8GC9nhwZr*ZZFI_)4%
zM8*v@`a?qe^0E+4UZg%A;qLCf=#hCi5?C5Qv?SkS(9qTui(T-hA%m7K;V&`|T$YCH
zbx+V|%Pif$CiG1^cdns0icA$nKDZj-jO1jZ9ozKb7u-5p^E7Oc5X)5*qJ{&^EvVlu
zu_Mog`c7XZ_Tmh!MUzQkOYGGY1IT2~E9BCv=#dCv52dN7m-mXXLA*{Mfs{md!y#n4
zD%LWtrL`Uho`{g8Tw45psFXPtOmB(>9&)bhZ~GAKB2+MVi9|q1@5CUIC;<vjL<Gty
z0<6jxDqu<)%57a;g#@%IAjV(|Zg2)hgAErXNgQPwH)OXtbPL&?4krSFa7FT=_ZViD
z0hxT7sqpM3J3jpkh^W+Z3^~d_E^ptwiKaN0`|K0woeCC~zK5(wmVk^!wJvB!7jnb7
z7;;1=0-|G+JCtbtFb7&2Yj0c%G>8@$zTlX4?AMwG?hYZr%a))s3F)EiN_=_qfbVMb
z`S<57jyB?c+WK_ytUHDy7w!VHKQ@5hCn`OJITl)K3l=O0Z`3VO^o?$?T8N!yku3Ia
z1)-^nokKr&g;8kl{{50oh`?GU)NFiBAv=i(7=VFcS6z#jeLj4N+)INXQPZ5)n}-dF
z&Z#_ff@Ri~taFN>!7YPtnOs`)*aa2Dw{x-D1*i?gTEJ1baa)Gj?uK7p&22Y-Ln>D?
zD;*ZG36P2i7$7JY1CZlJ^nys=Hou-)-r`(gn?=n&zB$&fbLXR~@(|U8zim)EYU1g6
zo+O%34J0@T4nY`ER$gK!Q@ck3P4iJQIrk-=iq2$i`I1DH>>*xLY1x*Lcs+kasIYKB
z4B5op#@sGL#oQ75AnR4~ZHu<7kDn)X#HJ-}4$bOiPSn*qzHm>6t?XJ^EStB-XitPX
zLrSOk_{O|16DCZZ?U9%JlakspwUDf`26|SMMp|k#p~JUztqyFW2;_-OFP*GokVSu6
z;<2kU`4Ou@Nkx%K-sYh!qJ>sRKYOjQ#H_7PzWczQheNv(?=oL>!AMxvp{piW3nc;5
z%?fbI7F?cEi$MOHY)A#6nEx-y1irOSGz8A#UMR_tq0hYpM0ZG(Cb1U6L)NZ6<Zoau
zzI#nR?tdf;FmSK}-I{Lr8%_{6@7q6P8QuQs8u**`=LQ={it<OM3;GNh1Sp#104;}L
zBJ-ovpgY@2f?<DgeVZ_eEOH6cAnIq>^5kXl)6n#2^c#0usgbq*`S|Wc&I9EDB^Gxs
z0(Vb;_B!!0M9OGBam3cG)e-O<a6fnY@_UY)>csE-8~z1JteUS;%UyX**(CYJ)b5^1
zjKC7UD*Tk(L?U0*(lR(Px&+O@8_^`zOG(K2SXSoH*B#0oi)L8gahS>giUv}2#L>)a
z7iJgUG}&hAO%U?44T!{91DhpLKzPs)kO6iLqD}lakB9TQfZr+ZY4EED4>H#q4noE&
zNb0`>Pg+t#7VH-TBtV@|-`JkFG(zx9C~3rFnq)%|=Oc;3t*_<H?lmok?{lSXiNf4{
z`-bjsvGob{OXErW3!6zPbUV3XBLe1L1k~emIGi5K2C8g{5h$WS5K0?1;n1NixIu`N
zz<)NL?p~@TKnV41xuB%nXZ^e!digR(vgBk-%g(t^i8>M8QxC0%$U=FegJ?<QDl;UU
zCmvoj0#oRYm2?1b0c?pw;#Y(z!IfGs=h>Z&atrPc_}pEFWYNNbHH#=kQhQ{Gv{bd=
z?39oh4zU(1t~wV7ENNv07!=fn!`e&c;CyO0j#d(OjyrK^iR=^_SMr7_ZbKt}4*C}%
zpd15hHG$u+MDsAjz~%{LA^I28cr9@Wv$&;^#zEn<HaQG&L>FM{|6AZ<hR?#rsLrbq
zQz5B0BALZo8V!U4yw1nph^k#4Jy%E7Qj{9}!9QoP&cWWE{D(E_d3lc?i#7A4@7qm3
zEcBuxa2f*&5W=+zF@S+<allT-eW4Bz_Y_i}Bt~n;&Yfxs&hPJBUV9tSqC%ohT){={
zkHIBgx_D7dJm!2BnZ1xV8|1ae0|+a$%Gg>0Z&+qohGvAqnzd@R@9GP%f^<B)nz+jU
z&3=~fT96A(bY5|r3s0n`It>=(iN=Bj-#Vw%w@ABwy(W_YIhm%?Ofaz<#I>}ST(I~Y
zvH>&Ei%Svw+l?Bb_ee;sj0_oi1HDTod>qf1Wp%Y|F@%`GI&ObeO*=B?S$h&LE4{jq
z`U;sH;=+uQ0m_<*%u3wCPtQ2pz0(XN$VS#MI<j;Ym*X}fpS4r}Pg>lm0JANgpQ34%
zY6ux78NeLZ69^A4YQ8O`*z6wh+Hp1R14&ZSd*WOV4Zvv3ABYPDJyIU#PMo;@Z==NR
zE`N?D3Jxzyj@%mZZS7qy1entsYiu3vRG1oRobb6$zlg*~4<Cx06;tx{vc>SM`s<c2
zTLvwbsh;=z<m@Vno^K+LZ(F?XJ|AdPqWBodYz_qSeAVYZGxrn5N*blMl2NR_ahwOz
zmF7S~tS;$?@H2p#PWZRfU%8?@G?Ok8BZ3?nU}Cd7Ds}C8@ky?}u+Yj_vZ3%MZn5`e
zucn^RiN1QPEP5^MJlD0=0q?jBBU+utCu)jGWu{wv`gZ7gnt}4*)yjjAPGVgjr<)Ae
z2a+rJki?*INsgA#T{r1r?eujyr`&cO3AHgcHLb3&={Bw8%X|%k<F>Z8!<vW3uaN8L
z{MxM;07Vl7u6Bcj*F2h%jm_HqSUB6bQzyGm{vDQ%2w1D5&M<t^?~_qANZhEp@a+N5
z^mH91+e1?!^@l-gQ00)ljO#HlbgUN0mxY8eNJ<1V0Ru)QnIaxy{pI#EIsCv3hzn=|
zf8EyU0MT95MTRd&sJuFlKKNkS9|ynBar)nUuq*58MUCYU<BAt|l!rz@Pe>aeKVbm{
z4`4E+T-QQYu(-TvGZ#`c#5yjnHvDdFel+YlZ9Rdwc1KXb>A<N&1V)`a$iy+9<(|F3
z&0Xun;lphlh8Rue@H8EA@q&MuOTdA4E>(@a?H&j1(@1%-$1!I}B_bKHWbkr{#5>y7
zg#0znL+6m^d2B_ThKX|>+l*$UiU>udS*7Ku|F{(<E%C1MM1;g-f4t!OR5b-vLoOW=
z(~hyVI9~w0T#LVkSr!en`sHM8Y48x9X%<O1q;t>&F;byq7y#0$QUXcxV}|nn(L#i<
z#!S~fJvFx)>(+uqn7!{!tS$Ka{0|>?&wSM*B2_G8z&SvY!do)>n?4om&K1!Y8CGSM
zuU4ndy1tpKFwXFTBq0SvMLA-`#?5GS3XkZhgKlY%#);2SITJT<o6XN-5_5GzY%bCN
zbUIml!+h1a{!aCtWN#6e#Ej4zVLoU|#ltR?sEw@-gLOJbGMS>*4>@1S10YS#zR7MF
zNOD@ZU<X&)8o5n;XNTqSR)6D9aI7oRva+;!Ta)*0SH^KDPef{t59HQdyXp!6k@i%Y
z6=3QuOibd^zJ54cR-1ms1tY^Nsy|^B3I)Xa3a)t?zPn#jOvS;ea-9XcT(XKuyFjV9
zYc7*Kd@6~B2~RN9A5mq7DD~>?E%COy_e<wyQ%ZGom~a_V9{<ih37>7^IqTW{L!kqq
z)S42$R84NiEBp>F9Zpdc?>*%0)PDo!5^r-D{7v1{Bml-X)6jl9D;9JSF^U*H1n`26
zXvwnXW5$zJA!!oSzd^|4n%o7G5}gX}K+y_fH(*ZaB&arRd<->}uCqOMH_1$c8*n={
zM?)Mr0M#C@uTlR?uA~1CbH9&R7&^l#(jImF{HEC3{@y!p#~V~Bqc3f}{Aaf}hZ?XX
zSo`-+@M<>O1W!*w=kT!#ZXj1h_3wY7Z^l2=uZuTt))q#Dsl&19_IS%m#O6kNx;h5j
z9Y<_tnnMhTkdVafd-L?8?en-Ki3505rJqE!K9o|^+*D?Uhuqe3{`Do)T!Ve^Tk!$1
z<}6syA-7ZX30qiIMl2ba<Zww(w~(=>xEm-4R|}vW`-|P2J;cN&ST@htJ!_t2BFa1l
zeVIr8D@hLk7oMQzvuDp-PR%h9RtPDfe%=)vj$H9x9S**R+r|7ZCO1R7mM}Mq!%eOs
znKET1+arb@_P23RdGPEX9`~#(>yD-<qYQ)!nLb}rB#)YP$sTdT;H=nqx`o-y)*oK`
zmR6reLlgIAyOrbLX9O!EtUfTk&}z)%<VT_j2qM$+eEF-!vQWhYfZT(#e*MOcRsZ(s
zP``qz$ctdI7RP~YW-H|=k}>~)K_b%B<;jy@j^v*WcZs88<Fg)X;*EO$FRo;uD9H!;
z-<-)t3#W6hMs=D1MIh?YXarHgyS8(|h13=<Ehztbi0Bxw2+5rOPq5p;QyhJMfYBrm
zw-b%ufddEhmVCo7NBdu2|M%Gvk%5mYEV>h_vbCD&9;Kt}*n*K-f?D_`1gb29q?q1Y
z&+ZgX@~}rimB8U3ux0*H&Me$jTV4-2tYh^27L(!1RjaCzThL86%F0{9)<rMC2FcjP
z+8P8=F(EBbt!RCCNXSdt+2vqFjLyi+QGCT-EyEQ%{T-oM1OB|-_F#8i3o*fF&|u_l
z+DVc}4>;zG^H1rMP30caxIBJy13(Ls2q?7~EP=8n&B*`*<+_9Vizpha+&iHguT-X0
zmArW)spskZv?JUK!_4l%Aq5neGq0;r6u{6$MniF|$hO3h0w(3u<iXv$%cG(U$gy3A
zFi(Up@gOq@Hg)fSYa};NtN5`df0_1kc51rN!6+UFwR8==SE-OdiBwBbu5GAM&M7V-
zvV@1#g5z~q(AUW5N5#trZ55JM^YRoDoWBUP!u{z6j>($OmR2lb-U7%~mk<r<-mUcn
zb?%A6j+CT>$w72(-w3}O4<)Jy6v~!P2WbQvX0CW*PkiFq841b^dri{D_SZXriKIXJ
z8)x*U`p8)0o0Snx%(7`o{nG%<*?8P+(T^>>Li$9g`%fkZdZKZ8gS*}XZ>7r-4-FAA
z;soAPygj4z+iCuDLQ^E2yB_tmt6Y&o$lLDdEn_bPED;)2pk7Kh#@}#oYd=3fPBy)?
zq+1_>4Px*VH5xHeCFXd!EXSat8Zd)IBVyRB{@?x+`V*X?;WXiG5BZ{MBsPuEvr6~L
zSw5tQYwSLs)%H;+ZoIU%9H_Fh1B`S$yE{r$GTmCWR6gU_mshT3sKb=S_tRha&)Z|C
zedo>Nu-1gu=y<Ca=X)?_lV<%EBmN?bqZZ?@@A;~<?pOX2N=YXdOv5b5j*~k${?~(C
zGEDIL%kGHkjXFJuX69wdTsF8kmPplwTtq_F^;1rWqEb|{gE-6c9;v_9&9de~)C6Tc
zyR914s!e2Or1e#u-5*uH;rEZo+5DKxNVbV0;FdNVk#itNFC*oQbBSKeLnFZI+5&fi
z1mt2SiZ7xogfW+H+_0?@8melI*$lacWo7f19;jC3Bk78Jg#JtoUAJ!4_U+p}O57-N
zJIHJ2ls8L$Xc?!+iO-govd@<>@#(N)RLzA(IU6TjT4{)?fT=gTOZHD&q=7eYjyQ7S
z8~@!WcBp~hKmUzO;8itkrNo6Y1+jz}#d{)x-nD2|u>bF7FXdw(9(tAcb`jwQq9;^9
zLG8J^wb1g-l}f)}+jxab&g{NKwbxC^M)ydzYXkPGa@Pjq>LLL^fhiY<37AC}3$_fQ
zrXkL`+qZA`UEUpPLSoCQcQHtVxA~b`PB!|hT17JZ()IL(o`l)hO;kn~!pAB6Qf^%4
zXxDBxuS)WeyUEB`<cV=uFI&DmyGyHx(Q+06cI#NAi4xf9pfc5#nNRfg0;8e>6D6I@
zij0w)VZm~Gk(&MI+l2}u1<zf6-al0CZmtRW!9Cd#uaSG#5G$$s(?R9Xp*74;(5!Hv
z)T4UNDtl!c^$Jf~B=(z2)Zimrx`w;F30i~pUw_0gD}8^Hl-!XPNPXR{tzCvTwF|ZR
zt8wwG60Y11en}yBn7zRz(pX}VWoAXUapZmS*fT37Yyedu7oz<TQ?1yd3Ji3jY>AkW
zvIJx<db_wrXD>IjkM%5_+y^3utfjX`w^EKA83-RKenQ0P@jLYN5^mwFs-ch@3)!^8
z?tPUUZH~_M*iiYUWutc=cj7w>k|0>^F0Q8ipTN1dYWCHsUSmd&uIImNamVHgj=4QJ
zCvboexFKKxL5!2@VE$2df-I735LB~*#|qXBI80^{!G39oFo2jXX?{M@ybh8?tBBBz
z=}9xuV^%&7q^^a0C*B+u1j)hdJug1zJ#_sV7L^BdCrG=zJg9&*%mEVg;5B@NYCf5V
zlBq{_iee8z13I2H%57g@Q#SPt0CkY(Ft|^2SUYSSm3c1*Z#&k~7RNXkp+wL%IcYii
zJ<a81sA8Hk7K_+e#8xGWL1n4I#;`G;{sD9eD+2(CnAt0@M=oOQw4{p%zz5CcA}Q=)
z?q^2DrPCdekVcZjQvG!-UbkqAZ*OUdSIV0v!`ea%1>jC(_FfXK4mJbKvCr=io+b$k
zn`&hjya6+1gX6I^QKZRd9&!Hi!LwKGBzCu&qV}H_2j`QV2iEQ=X9A#&S5IBL5=33X
zH}fM0@2cOZQKBD3V|v`r*9s@1QyLL-ppfUu!Z(|LSkG?o<ufY<pb>Z_EN&)~_*zQ+
z=7j!SaR>J=sXcPZ2X~V#qckM7F^ll}O{%Kj*LTEdp~=mVz)1NMeol~po=#FKpxMFC
zu(q?9)D(avLZ8`Fe&DNEDDCDs1UtjLid2xg8N90ueFyfiF`a&n+4>=>bl?FLEQ!^T
zq{q#9!A0ESQ-SES88-B;S|ytayw#@JNMbxqmW<fidGIHscrGSO^b#)7sFD*|Z#E~Z
zbTu`Ao(x8jM@i|0wZo!dbFVu<6xSy5NnpKU&Q$YD8)q!uZ9iFV3s59~jlMvFR?ur2
z4=ozdFxST!?;q5XD9mco2M--=O()is*;b)oD9)LsXY{2&F7%iuAT}A!Tu0LqG~mBH
zRwe?{5#2g#QYX(i{$&+E-?9V9UzH_{_q*`vk+`1fv96nuxAF5ADG>Vt$aQVXEoL?e
zoGjvR9^UE_@wjqPU|ilG7;s7>;31Q^-8if0&PTb*gpG2tekVt50`w$~Nim+bj3APM
zd_w(9d>i1LZ~7iPy}IrA{jst6oV0v<8hNj5hLDUThyAr#cPm++(}XXR>J~MG?T--y
z6~>sCyEcnVlMESJ3Jp$_Im4|~$B8abDE`I2qCR`#1EtCtaZ~vnF2~KfaYIA#tY(bO
zWT1B<w=9pmHedS3?UT#at@ajLRW&s?nKX)c9Nx4~J)X!=svEeAB-j$X!VsExyE|)F
z$}S5IEDUIvU72m#$?n>h56_!RtR>b(lE|Z6A*G~}^!59w;9(7BofH%ns$(MnTbKZj
z<oDyVX(i7{`_(>mB#cc)IVXi<#cE897TjiCA13!CrdP=|uO(Vx(<UUAz^z?`r_s;$
zGI&MbERCI{@A9`3X&;NY1$P?#J9oe?-g<&wL}JXT36*{X;V0x0A^uy@sdZ){*xdTD
z;nt?GwQJj#_AOsC(a3u;aysU3b?QAYQv5T(W8&WYznOMF{rQ8!rdOM&<06liJ5Gey
z<Qt<Ex;GEe{#_zq*~6Xw7F#1IeYToolcm2OzmT+kA|!Ba@JzxorF<@#MpDFMi33IS
zFX|#Tz6AR0!B4Erl&Q{74sE#$cEg64HuIdhUji3Y_S`OJps6SZ<p2nD4$h$0O}lid
z3J}Eom&019D>CL-u;G>Oou4(|>}u?NpFAc6?CY}MJH**N$?p@L^^P9Kl4%jQuC`%S
zreukMYr<vfX=URoDmr7F6#sM)eq0p?dKD-+8PuK!{4^7;u`=GtNSOk@<3V#Kj3|@a
z#t*%RL>eFW%GH*e!cvp@=B7@25~OT#1Nf%voXb0ioX8i^v)p<pq#zi&O)WR0M5`5-
z&vdj@1;y>(k6W`DkOw<G$+?c05co4Il#ZqAUh{gTKpyt{<N+i`63c@_YiQNQujY2F
z?zsedN_^_To#_l@j`x%Q(m8t&d+{R^4vaH$JiWA{pIlnHb!#Xc^~aT+9H%AUnqto>
zTR)|ucJ$H51gOY(km0+)PM9m479RNJ8MEU3unuPI;$jb1W-miRl1KsipCGk!LB3Km
z)>c4J`q~0oWs&hq9YT*?ldDnD25LN;>VKEzA?6u%zZA<Kc$x1tCdeVo_`<$kkRS59
z0SqOlPh|Hzw^{%TaUWKfaj}PiY>mDCetx1pVh%?cB_Us&^{c%%V~S$^3XYFnryxC;
zlQ;55mAVGv^|a7RF*t*xk(;SpFIXmmqjZ<7Lq@h`98|a($=L!hu!=MmixT7SzquX&
zMF?U!x_!aO_EM`PfNXPd>w`uYx;qc?Jh6p7s9S>-RD<~A&(7{E@U7uE#O(?<>>aO!
zqVSRls~@LLYX9V&OzO+gtjSdg2xY{3XLX50Yb^=71~wD~jfv8rODx1z*QRJ3Y-q#z
z1ACY#*u*Mj#tmIvi#9$D=Ju=3dEwdCKVtg>GgZS%4c%i7UvM7KDQ@k&q?h7-FJ4z5
zdjLf0?l5yTERLqqb(bCEPB!l5!^Ytj9ndpJ5Iohz$B(xq)uJ!53(lP0Xkp{Z(c&?s
zL2*{;ws{EdafvIJo96`oKjIanq-eTLUZR_@dhv=++gq+F%H+p{WZebi=-QNtG9>=G
zpY5QTRRra==+d>T%nsP^6CP*hHKZ5l%$Nc)!L4$RcRPh-?K~TQqp&;Q>F-~rVkAtw
zjZ-?9rC`5i6b*ajW!HOXUA?S^s^+vSy_2Wx-Fq~*^APOMy5ycc$yKPlXOACZm%)wJ
zAVRdsmqgqE08EdUkBQFd^m~XL-TL*baU%xExHxlMk9Y+Cm3kW_v75Y}e;X+`0$HW}
zsSP5-Uy0vWTsED=<{ZmF50?l%0mQ>40cyNIml<c+NwOkg18EWg_JL|Uth!7)L*3sF
zZ?{6nYitD3fsipNUq-5&K+JJU6E8`FVRM3n#$aP>;Qe4)lSTka{B^ErC3eJZ**}}t
zZqiecpKE)B%9fsyp}{YcAew){KOiYdfP_V(-2_%<?Xz87PWbFZiYPzHE@M=)E@#vv
z8Q!a+sb!pWMabb~|Dt+H<9InZFOP<$kmA;n7d2~ENAad!iIq<uJj~kKuI6P2P2r&{
zAE_S+3F4K&S+MbZNvn$D=|uYATM&)x%@FxBaD~=09v#&X%Vy<uR3k%EGqlOBL2ZLv
zl+V#=LV8sR%>cUSkG%Zh`6Ye8%~#P;^QnfFq&}Gva(ruLs9IDMP8@!ENB%^{oUn}F
zQe8;YBDtpW#YF4%0!mc?6h>PH`zQn}tL%yBX&n6#CmBUA`$gL;H@ypeCtVT26A3?y
zlPg;0I8_F(TN&^qD=)GW8z7%U7b1uS+&AW~U<d?eiR2e1dk_G7R~}yR`?4Q5##e^j
z)adI}Z|2uweC1d#`T>j-?85f5Ny3pRCg|Au{I9A(c&Lq{&)!cSw+{c*;7`Y3L00Je
zZJ$tU^EV_U9*vGSTM-C{1f<s0VEezseGVrlXM^*nxi&W1e-9(^)LfioX{m2u5a$x~
z;)ZwYmw)f=<1?#7L8m}X_#T<r39<`STZ>-3vKWegM^D$&hGt5#6!IM-WMt-UcP-cf
zn1DKpG;ljL1x*4DF|i2<XphW&;;-+YzM}x>X0Y4J^lVOxXqy|zKDc&f!d?!qVfrcW
z9IZFsDx5P~o<Q~FTYkz~{%0cJZLn57QysY;01GVe%CfF3iO~|ob@b>_RsfnwWE+Pq
zsu?mOL?h!8VGVpgLfe3f-wRHjIkS1LS9GNGv;3v3UmB5aVm?IWins?M5Xh|D$!p?s
zVOD_!KL*7hr7+RZFk)d}BIlWLo!&g5VD4d&dyRncraEwanmQiHVY%+l4$%lJhYyaG
zn{StM_Dig2;#XR1(Sl(SIPiEppVp}K;4?8tkr^15x28cSbs84YMj(T#UaeX+k|pfN
zb_&f}!8uj=5rLQ_0k2|JQiJu~xw5kV@6UB%qtq0XVhgkrr8~cY=}lxFu=(<cTdC>|
zv3e_RFmbbS|1AG0Y+~%ZJO(nZtZ!(c<zBJg3DMk^zZa6;W{lKJxk2%l{Cfb(+1nv0
zYAph@1`uF!-Mjl5uDN)7lclFViY%2PD0jr8bpsO_@N_owy~L&le=W?YA;Cl(hL=IH
zZSKvdw~;%iL>He?OBO2q*iE3+!=86r31orZtj*!uX8W&iLOoFcE-KQB#2CE<6$Ugl
zssr&ydo8_ryCYF-!-#(_-dj4uGLd+vE^;+FGq}x(hz?@|$oWwOf+wHmdZGwD@t7(A
zrLLEq1^edS@NZXwb!6s{5lLO03smF7D^I}pau=7C)d1E%U7$mBDtR@Mjp^pLqi|RQ
z&bNrv$Pe!mkzp4YTPAZ;Ol^f+X<;&Kll~%Z6tnx>zPS0v#Qbx7os?Itlu3dqP3eE?
z%$XO+lx<S-Xm{kLDmZ@4?$}3L7I`D-p@-sg%Os4)Kg_#q;odQk#tj-a{M2P9HT&iB
z=FfNJdXs7I=XP&TD+U|IsD)#UjBNkf>0t&GeqS<AQMFCHegY}9{S#lo<c^G0w#n#9
zE@R8~ivC~!>C-#WYiY&zV|6X83<oGot2-{7X;a;{>WmgG94$L2JuW8I|NO&X@ZckD
zGnTbcdJK$RU}?EcXJPBE5s^ApEmo*<<_0YNnC)g%-Sqk-z0!b#Q7Jcf9Q$^&%k&95
zdhI^;?dxnGodG!n_4$&o)o|iH^p&|t+MItQQ{M1?Br}nTHKfr!x~3)#o1Zjfntw2;
zj=6F6(T&@-B~IPtKLq9S0m*vhARO)un3Mt?W&ZQsF%(Q2@$XCuzXNRN`}W|8-X%>H
zy%upj0v&4y*G+L?vTq}XHaqoCqF=?1J3H-)nFQw!985~#UW;Ju$U_I#FHA`~;XuPT
zAoVv7%FLR>Y2JX|Y5g7^Ydj#Lp1!{E#Bju4+ltN`J$Uiz)jmK4Wyg-A=mKinXeq8H
zlWOG!{;jR8ox{;(P``d_GPKHn{7B?@pw{HSY8V!bVj9rIX6c{u{o$SbpY^CaYXvLr
z;o9c@FLlp^moviVO}UB`)QPs}SoX=lmS;a*Y215Oejq5Enf2(SlR`NyjW`}14~}+(
z3FhLK2Y_?l8tLH%HJLdt?%Leub9kp8XxQa2hJEs64q8b5#uvh(-R4%9n3>taxN?QV
z7iVi{?WZ__M$w?{&~2)i6$KKj?Ai0-*N^j7k_7#5EpzVyP^NKrztI}srw&aHw~Moh
zYSPr;YLBp|im>D1MGmO@N^|?asGfTEU4IS5tOKm_Vy;#n#Rf_B?(Xv>Ug%V0Ckr9O
zbD5jehikn&fK};{`}Y1z1NK=Id_h9q1{RjF@o2kYR~q<!c=pu2Q_y0z!3E=MPoIvZ
z?M}(wBFZFw_dI;Gv@*BaPgGxPe{_=dZzjKm1;O<@n@tShV&UIhL6G{O;z`nZc)=gU
zUKaiHkNbGnpkHXm?lQ4;<?ZsvN6HKM^ZUcn=@iA(?hTU~A8<QmuSdCVGsEZ1`|iJS
z;PnO&WUI~CJ&>!d;=#1uQshTp2skHd0a<Z#e0`&g!C8w5EpoK62@CJ^=Jwv@U7l;s
z8moUsP2aQOBIj4WP779s2eiASuDH2**RDg@2&WOD5qaobuN_h09mbK<xN6_<tw#0h
z&o3ERfDdZUja}1nqLw~jtB0*#o&Ckdx#9%xrztnRR~#KSB!9@Hb`zc*aP1P+&Nav9
zMfYj92Y?dwp7S!~>6NNYGVb1WpoHAz@y7#|PsfU6V`FprRhMu)B;0_!hcV4wVHxqF
zq$EMysl0_;v;xNwvjB^a5T*a7;D7jkBk1Sm&GAwUSP3mu%p-NC89;#*>Dl%+r@a$y
zsR-jGEUIn&mYn9ajzLr0)O_K+RP$k>dM2MQ*B#ljWxw@pE1v>%p(7X5+}z!Nck&-T
zY-DWb$ypD()XN{m=#tAwn1ab<r}-i$x-MKf&P1E+o6p}rJ~em0aRPWBR<npMh3coi
z@}{T5X?4DG^=LZ|OAPitUiggZ43!j>vF8`N(qeI%oH@>XlUJ(<YA!*QVE+Rwdgt%%
zitX>3J-m8jc@yWkvuDFxrp)7Hf3tP!u838uR+$&7^)O})Myif@3_i1VQMTC$t4O~4
zqzALrhQ4`n>KJ3o0rbj5UzG5X*>#)wOX+kV9w<BS%U+#5d)Vk+a=+x={p;vMKhxG{
zWo8a#sM>S8mLk}V_mYc<N4_Wk^P+to-w3BXPT<82TB)3<MWGGH9G|p!rtj?8cfc@I
zpf~EbYQL<P;iDM5ZTIfoVmIWav@tWgk$T<6hdJf(*Cq+}abZ;))W6C_^>UXIrTo~=
z?C<$obKec*iJbeKGpzU0KWF7GTl}W=U7T7ZOAZ(zB#)em1M-8abw$|3=bn<+n(sdI
z+?P#6k9NpDDn1KxqCT9?9$H0XGCy^z`<P8}AWqp0V$`Z=76;dNzdF0-#Bflsq8Bd)
zMN|zQ!L6^x2~dl@Qr~myGZL{)NwbGVDWg0W?`dP|dNh{!vyyiW0!6;=NzmRxez|_#
zx-s<lj}O`5^hoz67J?&z`Iu%XF8TZq8(`Aw^OBF?IQ_xMk^Ovu{=&)y#U%WgdXHNW
zH$*%0(yJ{`{nLlP8$5Jqc7s6^ss_8exNJd?6~n0bYT=MQP(k3z`&j6lZODn=+w+Z@
z?$E!w8;0(YT<3TQoVHJ9KZ^dg&XdFN3LIn)-0WU^>0LX?UY_dz>}WgxMT@2`YT8DL
zuWn;xWHiF{CVA|L&JQ%w!cG2^ow3zbq|FALNamz;uhZ}Q9?ZUzT{p3Q;~<ZeEn1{K
z`lL{l%he*FO2cIs@bfzfy{KX-z8x_@p<TCox2mIJ0p1>TkMYGy^%#ZXp&#$j%{myy
zfw0%UR_$RnS^fr%8Y#1nqBt_Q-Pzlb48QEz&+jvmKU~{m#>4#LEd$PbqyLY5`Qk;)
z1NTK{BbQ{ZX*@M=t<i~!=87E?@b3|g5ZTNxUv278H6NENYm$NU9{WDQ^lE)-d#Bop
zHh!e0+(BJx0_^~<Q4Ay`Yq&=!TvDQVD!A+}*hk;Aud>!2tLd~_K&Wy2@21G~01WQS
zeFJ2eIUaH=-}V(aY+J9n``}9sv40v)oX3^EuNS%wPHV{A9EZG}H3gSDmhN<e_l5fh
zHg&i#8ZgcA)SSt|t5!{?$JNlSe--PS7Tp4YOl<tu3CaJSXOM-tPR455F=+65^-&++
z!=SB`3ILR)+B*B_oL|Eu8#5Y0Z|@H8lzQ$=P_zd#)8n)L$B0IWXPC~&$hel5H-;DQ
zl@l8(Jsz^ZshL$fCpaB^T<gooVZ-jyOeE)BX%Iuad*dJG3Wegqpd)kxLQc17)5c2N
zMVyUXd!NW!<|rDSNQN<(tuMt0(o<?i<ew9_X7iRmQ&jqN>9<~P{IEWKbjNGt5i^4S
zdE&(*lp}*~ypK_{@%4!T3=0Xl`fd36@Bse)Yq*Bu>J{%3PsI$-wpFVkz)Sb|$N85g
z{`2t2Ab^I>R~}C8yQc;IbQ|QFsYqmYdT*y2c_Y`mQ8&pJ?D^F9!B~wgI#=DVT(UX!
zRQcAcVVzz@`#UHUf#yfTdj%TZ;;<6(o?tBFvE|V$T|6!coC4F)L`u~|x;5cUtFf*N
zr_-vX#?1^$S59<Vz*Z{z@^VSAwt?}ZrCaUNb^(x>SaVvso&PcQGvwI5b4F^4Lz0k?
z`hsAw%k3uykjvt_wvN8j%=6{@cKH=n-`Q`;<F8}O7WQYy-vf*Ne1FW$UVVCx-|*by
zOYS#kg(BE_^yqDnRB`yhiczgyb9lbsng7t1L&9%k7x=JeUf`0B#~P>E?zNAz8O<$;
zNRnfye{Vsq9tD&nqJ>A)mcSah#)T|_8`S+bA89w2MOK#Ef1-6U%ks=*^>^>-iXX6W
z3;>nb5s8E<ocf1kslA|8EIndItL>}$PJSjW!v>_dGlo6mF5TA;Z#9SkkgPYrqQxQ<
z+>sY9T;Ku4u*s4Cxh^c;yQ<Xu8On)x{+Fu_S`x#zY0;3q-?+G<81+}`jWFN2a~&9$
zeDl0dTzmffd20GY4vgb;wao1!{x(Id^Ax2jeh>Zcl}9tHWIW-&*wIu?kw0D<2<ZqX
zh9j!@-S-PV9_dS4O$=u&+D|R)-O6~@@;39Uob<$!;DrLK5lkTw8PJ675g|YPYLhf-
z?=m1wGd|hWp&F%^Gm5e-+MO~DoMb{wie7e~m|1cilccyy2Mu!ZfIdofbkemZKjR3A
z$52L-Vb53ZI_c_qb*marwm@yYE!sTpJ|Cp?31?8tDm@Y{L-iJZeKhq8MLhdxyK_I@
zB=M(mCayEz^!kV>qX}WT`1J>!RMB3QzLykoc8+)OKWF|qJq$(NTBY-$9p1aiDPmoZ
zfbdOfm(5YO;U3fgt#FEBLls3};VYi=dSeFXBL8Irm?dQ4$L-tqhMl$l;Tnt8ldr2i
z*+|1W51jSwk<4ay=iV~kpV@5DaQ=h-9BI}KySOozm*!S5h%pfaD)gO@j{K0jmB3rQ
zA08eEw{!>4>rmcQmj0W(6UiVG`x$NDa)?E7-LsmBX6b7VjniZo5S_Zu&CGv$P@IKb
z19P%`m;%-t%LiK1<Jl-m{BfLb{G<DcnO<IrWW5~%EB6H7u(7p`>NJEx$IF^F@N%_M
zxq+4E6=@91GY-7}y>E@DIZ?L?WnpO6Y|z459wwKQ6@EORQ0(!8-`;JUz*y<OOX~%7
zfF^~9j>YGJT8ZN4_$fWuQ*O9@^ob;wLj}74An8rt=ja29$;#?{r8qUuXYP2L{42;@
zTq9*n`%N3w+wbEZV2oIzdEoV(O3TVN&^$r!>w}-lp9Np1hlh`T!#$7~e73##&=C3}
z=DGIzgBv&Mn}51oH*C$CDC4KIGn;Zr$a<D;G(YIkrq=7oiY1v(`V(fpw!M0}GTkhM
zPAxkZr;)FPPKPCvEZcBrUw`{Z*&pxm3-GJFhz5jOYD*AjUgS-VLu{B^WPgr1FsbiV
zJIK@}UviyO9lZn7y>LuL8WRI`j<@6g=I6~mABqup<ibd$U?5%7u*(&->S_wbAzUn*
zI<<QK++;eJvcuoJ;i1eQq4}^5{g^`g6m0l3d}z#v_h^UrIlKFtIR7S|{xk7QdG60S
zYS)HoJvkg6Hz0Y6>n8FY1;QPBw_i+0k8nH61q(jU?RT@Vr?d9K>$Nd9w!G3n-YmiN
z5yp%=H}3DFH&1<muCgt>VTW^{BgK0{n=(e~B)fI&?K?p;qRhrPLBu~ecB@|!8ka|#
zd`Iw!;4o8Yt=s+lJvVL{$zvt_Ylp2U=8U?}8r1pErUk{f2l8zF-@Gj<ii0b9!;f{C
zHS6$lJ#~e`Z8mkwI_sN_U&GzLL^HhGRQ+&|W}7uf8KVMH;t--UpWjrDec2Rq#~Q2c
zkeha-=oy#5UR}?<@PO0Pi$D{g`gP%*yzU>^N;!B}9G_O}nrHc|C+^vvy{4tPayGUs
z$#Tzh?jJtSoay5}I;32dS;mzs(v;f`A0FOvqPoA+zTpjjGsa2J;&bkcQ(pN2X2~))
zK=f|@rITb)>YuioG-+{%gXp)YIWrtCKcA~V1=N~K6xFDQ&w<vv{ES8}85-VTFWcZP
zpW4~NVwrr|Ii$IbiDXQUO8(RE_rvbBgBt=$>sRLmu=^xzj!yij_X#jPIwI>U4Y-l3
zQ|4@BABQ-9vl_&ZGyG&%gxVQXyXX~?U~T^S_8_)yE;S;B%R!!UB5&QKGa3s%l06x7
zezQJUG#lsrKYYCjT#kAB{(sp=wi&Vw*`|oHRH$TW%vf$~wvv=3*;<5TlE}=Mg*3S(
zJ0X!MqFallnIREHNm40_wAsrN`oGUR&-eFy|F8f5cfVfGGiKC%U-xx=KIi8=kK;Ix
z)1`kgq3WLf%MG*VHJz;61jr-UWHfy+LDA96qH5yf;-rSYMGRjBwMFv&S9)K=VA*<{
zVoRv&becE617jrn4gmkk)vKwgspH8jwsZUdA4bB-9)s{o3v5wr&$IWULU6<&YR)IL
z`})1pYZlgTw1kXX%7XxtZ-@Tmx&K4UZwHP=12mO8Pe<Fl+{iA9%?oyV*s){B);^El
zcRL!Gq`Fz7dmY&X=G%!It{^D!{k$8D8ij`D4IZ3J<uG6gGHc1JFsYs@rthb<s~&#m
zoE%KGBsmg^c)PWWyR|a(K5T)@Pq2O#wQT15$hW;FjU5~G`|no=`60<a#y2ZNWpalJ
z<@}_LD-cGw!TSw+CJJj`cO>Wj(m7t6V>NEfli*of4lwX^##z0as*hvBS!k5qM=!3<
zTmHMG^Qe(e&bhRIzPVyCg#<^eVmJQw+ftH2pIPsh!z2yCbu+-k?dZmlTR0;W!ydTn
zo+Oz(2Ciw}Fa2YBHlRT^P1RXgdn`)EF>yU7v)XH-iIuaxW$E?7x;fVjH_g6qyot>{
z`lj!%^WQTA(WJf#Fm+AQ7V}qkRuk4W!}`CTW!+F`s*Oz$JLCS@h;hLwxodmVUo(hq
z$q<*`hK4EM6M*8ElO^W{V#(y{`;}EM5XEn;yxl^Il#MMU0Bs6lVaUywrRB8ly-U^8
z+u{g24XZ=E55HT*@Zs9`>FcGiXYEWTi(BozKuN0Iak}eEVx8H(^m~aj)MRv9-D?9}
zmf@yU>`xL!abm+;OvRLAdq~KW3Jd=qhH`2lgx;Y~Yu=djp|1lfmw9>9Tu?<x=0JfJ
zq7M==RqCC8&(we4wq3iPDo%w|JLClGRT<<(1P~=?wLA!l!k#LfmM!o4z0E($DeiPG
zoeh~qL?=(C3LwENjY@ph=Z`q+i>CrC6=jq(Ldo}8bX8G`zvq<a*)P92v4DM`Ep~z)
z$E-lvD*1ib4YR*D{F96kCJ8?i9ZsU9-lx~Z^DDBNVQ=$RexUmUXprvvHyqRvU!Vgt
z|Bt~!h@nP=Hp#1jdA9G}Yn&Rx50hISc;2Ij&DW;3Vb{t}JZs+Z6GdI6e4!DDCTtH3
z_tWj#HJVmB+4$1a%#}ogL*5&H4*tssY><rhY*p2(R~e-Gd)s$OX#{GfD2BmAR%QkE
z(;NDe4H(;WfMaGXJZAnXDbsO6x$Y;MFlnI0FGKo+O!qA#nDHZR`8>*Zd%5A@F54n*
zj_K+bMpi_IN;dR!K#O7(xwwF2x#Joq-7J%IjmFg~FdS|%Dp~HLIHF&V@k_S-K|PQ<
zO>R%4wrx{(aC7?f=rIyqc)DFJ@2PrJ+eESXioWbQpoF)kO&)fHnh7M8FTb$Q(m8#L
zR*r|WsUp=oj)byN$Mz{^b>D9~0z(Y$_4_hD2E9s-2LBoGxC;Z3tfB`ythA~BzRlNP
zha!+L<P%xv(@-MmJLdeGxW4xD2QqQc)1%_QjFN3BmaL>0XKCbe&xyG*IE~zFUsXH*
z&cu#sT<p2Fmi~Kk@VGrJVMD+wfslUowiVoin|B=fOQYbgQ&<Tjh=Jd8Pi<r-q-{AY
zS5_UU$%xy|J6kJ34h)vP#glvk_ppTTMl`>vaR<|q#AAz|l`Y9i-=tvc&o&i}6~+3X
z3BxHbRNr?UH+F2w%ioschS<({W+;K<>B(~s<`<0DU4x+Hbl+Cz5Jw0cqj9YTbQJTI
za#AG$Z#nkP=!t-?QE-QpMBiueV`yp0<eLNs1$6`GT{NbC=Q3`H9qDW=dS1G_b2L3B
zGM<dr^owhKxX(Y5DVAZB6kw7T*t~e0wY5J+^pUWz#DwvG4Sh8>swRy;adev|A0x47
zIiabNvYD@0Mrx3W-OO<m*3(eA*aFnK8(h$7+egwn!M%w8#T9YZQMA`7p+UI`t0ME0
z5qRv&Pp)6#F7*wlu36i7c2G3DU21xIx~)E=HBV4T9i?Vxu>cLqHy=kWjR;`xyO#dt
zMl+5FOO1wQi)+XmV+YL%F`g7~A9N-mJlbS5EbuMg=NIg3mTy=qT~il7lo@T@xUm$q
zPNu`M3y&+t`v1$4XG9cp3A1vhD2b({;uqgNYNpEI(7uBfKi@mo-Lg9OwDa!|*44P@
zx^~HE;Q!Cj6_2lfi-bP%w};{1pYEjikMuyV@4c%Yc^N5?Uh8_*t1%_L0O+n6DdWH1
zkaU)jCI$n>4yqKo0c=sSM@cd%K{)EOz-d^DXZ$l8#52n%)h+rxAQ#iL1i_?3L$)Ue
z`Y}+Fgx6_S(K%N;83rIUe<LN}oZ1gNF4jD=GB7YG&9a-b{jb0NIzzwOt57x+RmBcU
zjd1Q@i!MWF;vRAbqXUqU$FBE(-?(uJw@~m`Xe*b1+ju;lM1*G99gM<o5(S@P)3EsL
zUNf6JH_^=!C3*BDHXrD&E-o$I<?f5P2Bh7QrL%@c^jMHcu0h`O+Y#&5{@tia=TOLl
zrJ3Pd&NwUYO_>d@%HY$h<f4%Z-DQ@<og?Gh%elpgVh0qtVo*D?iAqxZ@OOm`1Sh3_
z8#igvU6g@?Xbyn!9FIf9sgviW=s<}w_CvwyY_PskkW%l3YZb+2f^4eLpw!BYB920U
z4gpuDPE`k(^s$dAUbX0(`Wt1UpT3F#ksn}yqaB`J+)e#4yr#meQNxCY1_q<ZOAk}%
zxx$`kimaZ+(QNE7X+i^wWLnA0PL6f94<Ulb@+2nIwkW>b0Vro<G6LTSZn0`AG{~ze
z>kJ}772j~2nhiD(ad+avhMoVeLq{^VO&%VBcH_QIj$jq^PMO7C_)xEsr%cc5l5DqJ
zQs~03lII`q;NK&upkPFHs>Py@_Nn82odf7CezmWa;RGoYID%v;OV%wp9o6T7LpnOK
zLch@a$g;~I``KIaxz(^YL6XuC2Sixfa_m=maRKROklm+;71qmh<NT^LZFwMl%1nmd
z|Hx^nHW|%fFRQTl;lr&Z%ZZy3xxnV9tKZNRe4N6%I<T1qLveTiH%g)bO#g3?gaB>*
zQo})1|NXG|eL)R$2QKt(V7MacZ9t$&vTbqN%`-!*?=|UY=ms1r^qNcuMPYddM(r^p
z6<dw?cq`|&znkO+EWP*r)Zo53$@O%MkgOT>>J<qimKIpwqWPKA%g^kxSbiwX$l;hs
z+urx_8gFNN_&rZoiUD+Iu2lKDiBlH*f1($L7+TXzb-WJ2aIcvFdO4HW;rY(b!#RLM
zNbiG{KNGuKgr=lSd^sd~^Ndq*jXW0eD?*Ur?QVW^|1byYJ6oZ^^qQqiWtp}GmnJf;
ztxA6?rn|mGy5j&#I!&8y1$I1hSZQfS<*{gtQn3)&X2|kKze4=b7Q%L2{X@|pC>g5E
zO!kMau5K83=qp8cQ)kYeP4_uWmmlbKMe^rS|6mmbgkz`{`UKc;3GYRQ1mLebi_|)s
z(k~VvBM3|JlAKS}&YXRtk~`%4l<XsX=j~+O7y@T=-7CCx73+SpFQk72O<B0Zq^oa*
zNnaRtwJbA<+lqO><1170_@j+JMEirBZ~S|dgR#lk7t0_zaNw9K3Mp4sgcy=aDRbe~
zb))!aH6WHoPy?Wl5+w9?wvICq0EDk9_z^j@sgVx#a6o#xAg>?_6{ZV85of@n04^;C
zz4h+cMp1N^(N(zGyJ1p<1SZdIsWX$GqT8J`ss4g!QuhzV+a|xcGi~w`_K=*3sD7Am
zy3hRp2K5&(xB7rh4}g<u;x5yTkGku`(i$h%3PAq*=)bz0gv#1#aI;?M*QqoAIS=UJ
zt#=LuuV9vpQuh!BhnC)75jn4-CP5V6XZUdHU#C}9RWpQ@0aS)G%FQvUr&ya15fuMD
zdDPGbD#rWC6)q#Fyn6Za_W1r6!dTcgj8plAhSy_&0LR!N{~HA1(Ur5E?chUTN2&^H
zKihHh?z6L3t#38n_wQXG{%=T_%5Xc)BDl-$6fjKAS~<R(Slpmf|Gz0Q&P^ieJ{IQ`
zFR!y<MrMhXy`9ff^d+*7uX8J^$W?kXvf!#l03$2!6BwI2Dc8s|^_@?<avYeSq+A6h
zSzdPp7`y&DGL_gg?R5X5@5-ul{NtCb9HiYX%eqlQp=kI{3nx*01&4(6RP~t_9w2oz
z3Q25hrdkF%2OPBdqsKe|5UI+gi!s+y66PsTzTp}=b8k7W&Od@%V?IFD2Zqq;4C&{&
zh0NNB2rUEwb+g;K<#X1)93|{6<wZ7%FZXjiC<HIR(e4w<FF&px90PUZ<Xbr?v2s-_
zMe!VVgT-9fQw@)bJeXQ(ET~ErQ(4@yp?iuhFR)IFN$?5T(`o6@#6J(sr#{Lax_6#^
z2o8uV22CqlN*KBKsi5}LfprYbQpML;IkHSSIHY?;Dk-+ZQSu#&Aw4}E0lhQHn^#dc
zCk8URy0@wiX^P|3MinGrK7vcR1f2fVcNw{<@Wo_H6Im_^$fb$%0#4}-UprGROp*D6
zpMGEo&|KheR>1LK*jRfwr${DQ;AiGBb|9ih%FI|h{iJ6zojP9`<vr@s`Jre3R+ku7
z$XQAfms*{GY!~!UdZnUj=3XTQX4Fp)(ku31*}>ntNY$jdP8LS8;ZQH#3DuCXa{&Kg
z8SCFyb~W?G`<GrX2`1Hg%1L000w|{P4BKA-Rowcwy4XvldWQnHO9hLk<tS}_)XzCS
z{bQQb1u~Z^jBZo1va-^yDK+!{^wVvEkZ1*)`XPnnL7+}JjUQ`)(@p|Dj8%g%M>|xs
z1o1=%Bl$bg48SXaG_f50j82OdS)i9k_(Bg}?8Jl34&J5?F4CJ?KTy1=wS?YbSlGp^
zNo@*HBln6fu{-FAj&sln8$uC!7nPi&bws_;pAxqIX&Qg!uBYLRFBy>LmgAuxn?l}2
zl4>l?i8&&$c&<m{&A&?(C0^Wk3FMtU$Ykp<SJcl3Pu|+s3A|Bg8G1*KpnM)Oz#zy<
zj%AW|0~PjnyM}*yli8`uYx3vRfx~TP;;Un;{t}`Lu8v$SmKltyv4>=s2HyAiT~RA4
zqr$o7L#8w~EUQ}pOi4)2`Gz~a!i6xT4x?~<N-CJTvX+o2#{sa}-V2B8`G7E+Z|^;A
zH2M21I>Uu+qbcEu?|F8Oj7wDOzkm1cDM{*CyXi^Kply0P2MF6w8ebeCcKZ_IgiIix
z^0XPrxCle9!xo3{wcxWArQ#7K2$2Es=zZDq%F4bfLh!jo#@*&nZ&neR%MgxCU$Z7*
zzt5A7ei#P7UlUX$ps8TzXu~=>OOlj(X?5rTS!P<w{(aej+x`3Wx$d-8QF7)UYQD*;
z{h}t?PgBf)mt0G|V@Gz2Dw2V74m}G;4+R#MDlfo9z$2+Mncg*(a{R`OT0pE)*4-UQ
zMf_g7IR^;GijHB3g{7yn>F2<bb2Bl2+P9=LZ$D<9Alr)0kBb*C4$r0|EXOJF8@s=n
zkre!&{d{F@)d&V%=|@2DK&=(;A%he@8dApb04>1Rw9wqaDC==a$x$Noamr8$fn<YH
z?PKmMshEJ9?%^|%GY+-wGyN73zrWOK7yEV_!@kY}Oqb;jv=8r*S1@`Kiq*MuLjz2X
zV<HA)PqHiLvUR;BAQb^7YJ^23D`(DofA`t4pUuuImoG1d*F{J)6$KtWf7^*I&Lf-y
zMA@q}-Ebbo*lz+UQrQlD%TU2Ph;)$VkN{S6ZJE-GWTP(z+0boa)z1t1myUb+foGiU
zH@E-cq<t?t9%ZiznEum%R-;CeKuDg#c>=mQrS|Rm+8yN=!J%*S9SG@^=A8P94bqg>
z0w=ZTY;h}RiodZoudv>5J?`b6Y}cflJ)nx<%%kL7M9#Bz3&qvO8Q@5<el^}wxPdWe
zaw=@+y^l_s!ImIr0>9v1_}I}!-k0>1zsRBiVUfdyq?i-NUGF7+Fq=rN^X8uOU!{Tw
zQ&BZDHuL;WGG;oRWh|Oh0U%Z3?VWyln2<YxnSGKj?jEx0xIR?h3^D6ImZB(D%|J`Z
zw}fs%CbDb3xlUgJDs=0U?yY?Hd~UMQ-ka&^{d042vlAQVO(2BdxwL*giGDx3R;xQW
zM=iO!-pKHVd@$;>2{b&cdA!{YWa{v2zqDOetD|7I`w?w}dy70m*LqgBW#q+g4%B`e
zGkI85Flg#QU^qm{?nJ#AP(3FdffR~aUu0-ffk~x@QsD9BV(SO6ACsxs|B$MXz2$y?
z;LQUg=15Bu$Yt^K=l#EEU63tGfhi0M$yIKb`aZ>5$4rMASahkaV%=pgED8TTn>^Ib
z=-z_2o?UHbcGz5MrYIKsE?rt5(x`>6X)?^i<#|O7l&JI=V<Cu%8bSIIl%Ar`I4fww
z{j=9JLw!ISgwv#c%nA9q8aRt`3be|oblmsf7@m-PQ33-&1da8#W(xyEeL;#Z)ubj}
zUm!ZJR5lst({=AQ?x-8S9lkd1OhMzIUUf>RZRgINBi;bno!X2>4teXyOSPX9D{IQC
zHtE@|KTrvuB*p|3(z-uRSCU%b@tg%7JBY%RAUi%I*62CXfO6Cq-lK<h8zV}QHH}UW
z-DEPFBw^LN=k;QWo<D#7qCl$tz1YyZtbvAR&k$#;sGTF=CrNT<hu1I6V$VeHa9Sfe
z#OVM-qK3(en08h5TuISG97D7d9DmoQ9!TA$*VU&W&S-hfs<uWAO)<gMx_)|dC1tmZ
zy~qVcE(Snfa_<2cy{3NsGfKVC7lavv-&pCs7F;X0orB$u=37hzxD;gu7vv`~=ggz}
z*&M^x2X~khWlb^NKOr2CIHmIvmYzrf$t86=bXe?rt8~p34;2{HEm3~4Y>&ed%(}SN
zGWFr1TjM8B&K4@Q=KQ!_I|^${PJV@~V;I_49@K;lPZ}!4lYk!ufMJc6!(48{{=W`h
zDh7~52WZ%>o0K%ps~RYVm+?F}PV4a!awZ`U!dyq}F{k8dHS~o)PhIHkMVA}C`gOj!
z|H!{OMpF$h#Kb5R|2kxj6TtRQ?Msii*Vi$}{3IC-darB&F!2x5o$gln8;vfbh0+vG
z6^LN=$_pHYWe+YS?qB;#1#tLpQ(@=)_c#z18BBbF3n}G_)lq#t7Y*Hsuwx~N<M|}B
z`sRmzJ<~w3o<y=yQo$`#%q!6NtG#ZT7TY~{*+q-(;}ex+1QB2yG6tGmH1c$(QNO{S
zJXrgB;)VB5_Q+v|Xe}BT&1cP;<MXd<N_ZUNuvbq`?6^_{SW8LFNVWIN#ZsTCc5Tjs
zjZ7$yN|fLsf<3iK&&;>eLXU+~fZl?{xNzn>McG>{-K02_FI~Dcs^-+?b~=#(!)|f9
znC^S~=FM5XF?7s>QrTBW11N(7hO-ZHmv^t%L>O?6rILycTtU)ASF91_<K;dOy;b(l
z{~d<7QI?L|unl|a3sIoxeoK^;PF(pZkUz|H$NQ8m(}G>UWYjZHh5^G?N8n4Z&t;Da
z(6Gex^~Q+{bf)?8&;i7&?Ou-ye4&tD<&7ZQf>%@j^ixwsXAiX*@|g&)(u`eQ?&4j=
zh`UVEv!QZ2s-qmk&!crOLklMBdHABD@Vd&%8iWzq)FB*LIyz5B<g=>c-V^|&)!qZU
zWfOO`(Vnwj9rbB`W8GCCMm88*qJ9f1UCSDDzlvdmEhu4B>7M=jJ#roTM!KYJ_~#Ij
z$uxPfOi>sxZ{+@(^+Y3}u_3Mc*Yn>-m0BkG3it9XL%Jyd7tV6WfM+5nw+&FZj0(sn
znK?c^LfxiK1M8R7q*5szwv{@Kqr^e7+Eu7oHplAuLy}HwbGNS;5J<^ov;I@n4#s+&
zpj0}}B^*ak7VZrLz2@~zbFo=>4e=SAjE&AZ$*kE;4*sPZ&W~rGvS_1wy9M`|G0x?B
zFk{L0Y*W{(&ZJ!vj^2(lH`VJRc?6Y_2rtETRhH9KkbTqG_r#vIoja4=L!jFPo!(IY
z>c5ke!l5FWfC6A@(?7;<SKq|e<pilQb>+%gv=T{CMNlXmQTx8tsAY<$Dd~y;*GOAC
z_<A0m$r4qpyT7I~drEa`J9Fl}LD|pZOS<?GC8>#majD2+RSS?5;&QEnv+E-J5a3Ud
zZ&E^VLe=j6r>V`(wR~~SNGB12LfX2f1a&{oz+4bb?@V$~fuqR@GSTMDI6S(AN)6ii
zjPY~uo@1dw?!ZJGM&fgf14x1yr=o=STno~xOJ^RCHO2iYoWJOP5Lmkxn5<l*^girJ
z2u4%X>!j0#S<Fw|2Z~}#F`(F)B^!dKLGoqtd}L3`-oP((h4;Xuc|6Cs2--yduZdQ<
z17)FTht8foYrL$FOjlaNT^YzYUb%UqyFHn*Z-#GbjEJ|inir;N6}|Xqy$*(dnWhLB
zZ#Gokfi{^+;B86c0mL8<<%vi-og0gEV3hQtLb{3sj9*%0DdV*U(eL{6rsleFsFPGv
zNqzS1ZK!P8f$@VY(;PLI{>|9_e4FeJxL^^xA7>x()us~4Ifzza#?Og4hDigO;b?AU
zAEL$(`gKUrNyYj!oX!Ygf^h3mM}2J3s(JJ2<fl$PkK0NbAU_U)dfjbVo|oLG-n0yt
za`Qy3yPb~GXcI&4e{;x7tJae+QaHu7J%t@#l!Hh7C@KGWzUaq9VJ^=EIY5XBZvHbe
zsO|+bo^gD-iVqf5yT}4L7!dTz{StWzkiw(l)lC;v;y6M=L8_{ousl;JUEz<R6p$5K
zX2!B67n72#dGu#5)BFJ!XAu$vR*5+=!ec3IrQ7w<M%<16UJ31>VkKRw{j>~pJ7?ia
z2GUI?FJ2IJ@dupJ=3t?@y-q&mejX9Rs~4>m-5|;F;BAqt?m`b6Em=>`Wc{8!ml8c^
zC3r<hnN2s!@%6Qzg~Q!8twA+eh4t3<ty>==5ie)U#osUJAL$Yo<@C9uXNV}`xpRCQ
za=Z^99%P+Hxm6O5BaZIR0Gt_!7X(;mBm_H4V^sLC+rnB4hYv8Yru4{;H*k^T)g014
zl2_X%|1yrE-Frprq|>a%{ch310ny!ii{k;!QBQ=EkbTsX$G8;|0qXT^q%#S~mnBA<
zkZB#1m=!&zAm_9adhZ?dQWfi$-vQ@b!sI}9o?TRpIVZLx<vjV5xEL7q?ychevcSMX
z*`*c(ES18g;Ar2PF8JfO<{b~ggAybsV={MYV(8W|9+e-?*;?%s0`?Xi23YfrS9y3A
zHtuL-zP-C*7)AgQq=@gRQj5mENtd6j<!eBKx}|Qrdi82KWs4lo&{;;M*GZ@U>e3gl
zRuwI1zwE6Vtf(>|52DaRO-$|}L4<TQKKv$_n7g?ivIcXHy(A9T+^z=v`R5cOJxe!C
zpn7tbmZ`1sq~)*_dP0^vBK$`c7K;DuV<<ldm6&>%6u+I95pZEnfeh#9G`QloSM`(?
zN0Bko)E*pQBFGoxRd+r={UmK)B(naL4u?UwT+tGEPtZ|P{z5OHW$4-IY)JPKv*Bkt
zIS23GPo2QRilDk0V$>(7zwwP$p<^8`u8rqmQw2VYE7FQYBsrbIU31tYL0hmw*XRr3
zoRgx)6s@XkKEd-jCD6YZE*N@t3jC^ZvwZa(oOuDEld2OSxwG{$VJ_I|Y8QLC@cfwi
z)hLOq0FI!OEUa{tZaYkMazk8l)<s<mInY(5%|O?_`2OhmUW%ayesJ@QyqYv@m}hg)
zAz?+UaFzp^D>%X}5YozET_tD^m0jZS&+nWi-Uu>6-b6b?``kq@0!E(WQ`zNR1d*O|
zacDvA#`=x6kQ(A2e0+v_!Jbc34*i&xXoima#$eZK7V4U^h@-(fcRqc3%sLR2L0wH7
zl^ey0pmAQmzP9t#n>$wl(64l^SFedc(vKfKI)wESqVs~B<sdo>{<`uA;8o<q!bu36
zv+n)l_6z{K-(64X*2}K_;R8rcX|>^e$_-roEN{sUfM4?{kWB&cq0o-Vqhs=c=tje8
zPo9#-BSBiEYlc+nAjRhQlwyo5Dg2=A4ANi*2^mTLGrR34Q(T}H%NDvH8!5Rm2bCOy
zEhp#{SCIIrqi!T$+)oyk8#rv}&=sA{4^L$DNsF)sozcoJ)E+L(r$mG?4w!2?*bTt1
z;;Dy8ar~3Lmo8mmRZ}=|niu{$UGYDUHLt(E<T8L$F{wNGe>KSjej7ePZ55pe;sGP?
zrbug)5VFWImU5JA+O#Pq_D||3ZulUSy2Rr@o9wh%ECfNA<N2Sas7?Di^i%cgSL+bR
z+!^WkNeExYBD#YO2+?pNBX1AhYjHI7r=MSyt-oY{t#pXZ^b6Pxte|;;u)T_&t1{wJ
zrU*R*P__Ct$dz(+ms8FA_b$GbqiNL_*)^bscc(U|+WX$9Zmj4Au(t>UgO-MY=-zjk
z062tvb0$i**e$IT!}H|2QKa*(=xA`y-ohV`g1+}QFt}2kGkoaKylcHTRA|3}OGT$g
zj~{O@{g`FG?(m^QB$<zmYqFsqg;?i7R>lP>ifSqV%gU@YZXKqslCM<(R7=MOI}_>O
z)r-j;8Z~bGVDa>B1w<g%nsZAfY4!}suDFt&ZAY)-9Y9Rss1lJ_U8RoG@12`op!ok|
zK$e``A#udqS&U_pbWW?7Yp)bqz(ppM?DzFbANE%Iodm~(1X=Z>@cTt$8bocDeR1=@
z^6`tbQ)r6VaW1}R`Z~8N3h4MqQLb`uUR!mr|KWWu_Sj~mW$l06G4eZQ<KI;aHTPHE
zb)_&8uu=M#q=tV3bav0(t=otdHFMi2p`KLD+k;<w&+^%B;zX(do~`IMC!$KdEol|3
z)1dXA*CINIk-BrMEomASUefcjD~)FE0&l+QLNMoNyDw5%XpUyY%zDyUnY;dd-&d#g
z`)$&}n$fLmLfnJc^U})$%N?F0UvxTYpX85;A6o+CzfLvu&h>TGB?pDut5>)Xdw?G#
zp-Ky^w?KOz`X&wwr93mJqYKMPOYdCzT-ATZF`Mqw_6YdHOasnSf@7nOo#LX9p30uf
zaVnrOr1IUG%9y3CEHWv~_UYC0jAO|@E}ylI#D6J(ghX!rCFBl#vSJ;@v1{eEDhwd=
z_bmXT-DC+}UWG&wGE4MJUJP!b^86uV`{S7Zd#>tU({x-0@{{K$&MC8HcqeM0f>pT-
z@&Zx}A^bM5d#V4-_2hPUG#gFUm&HlNM|J0RyUA=Fi518^U>c|JaM;Bwv)&%?eb9hH
zP6=uYVzmi(iG+v+*VN-ws@o*BZ*G{S--{Bijs)l=9WlD?+JzI4tx`=u9*)a!gy{>q
zjWNy!jfe!kTFkqXnso6z3xQH9+92R}w~}{jwIAWxQ2P-CCs(jJS`chFY|I=Z=`!NJ
z9Y#kvl7!N}dKvl;8QzP|y6um%3ln1QJ9JU}^O&!5k_ODZdJSxVxPEJ?cO0%~YGGsl
z9t-H&l0BQByqVCGJCm=I?QDF}uYTM$$Y43rL{bl+NxT;c8xuKJJ<H3Hh8c?eWRd_8
za(8rIU>^b#IJ`wi(;xAPoWjPQeyCx3UIXiSkHB_L4NL5sO39tuR0{rTYk(eP&JWNc
z4#ZeddSb|grKIBQ$s!jYh9)fg#It&eXCPUdpmUUvL>Fn6+^5%+sEg9HrQQKlgNo-s
z!3z~b8%Y@5=RD-jUQbVdo>0kz=&;_?!c$^SOc?)Y;SKATZ{COy%Zoz9vfseDP57)c
zsTRbNCQWi(jFTR)`VIjh=dUS0DFo%2BH;f4#Ngj+16j<LA6N5@AF&1aFr6C^P?9QA
zC`U{+kS{==agOEy9GTPlPpee5Mjo|i3f=8P1Z+fmEBcN=zXnMyQfBsiGy2lcCO_zG
z%t42AoEie$)<#R$2u==q5O_0&f7;9?9a>=3#dJXmf^u%p8hYYP+s2o}NyCN--6xPB
zU7Ut0S#l7wqJO!1v0h>0$477N%lf5@^*jc=8PEke`|Wcpd2gi}B*pq5?pnJ`tFlt_
zKfk`eC1puRM<r=Xu6B3sN95#@OV-<`d-uO>pZb#OR9!cUzUMSP1GrrjX`p4aMtsg7
z52O)z%<l`Dc--OVS7fEd7=w*J1s{++d|~?jzRm$ck&#>`{oQ**r%ZAmX}Up`gS<d4
z#<20s<j&w{OjGcx?6Tc%PU1Heeod7|&Irry$GB`>>*p6s9$&7Zr~4Q8h$nKwQ1#nu
zg!&#tTHew54bs6fZextEN76279OB`lwi>^N!cJ&&E34K)C&_%JFry_ji!C)B(K(x1
zE+FsnOuOdRTj$x^YEoA(oSnF}tKwh8?IK?UTAO{&QMiiVgSybj;g%~B+y@UHsH1cn
zA$H|?4I~*LSEFCr%(>mhStz??UjdK`fJcq&>8&pxk~A>@*{bdup*+$aTzoJ{v3|G`
zuTND*-*b5@^1YF~1$jN5*AwJV1Oz#nRcr%z`dEUwbl<F-w_#)$>7o?t;+QA0>JxMQ
zM^@5oGlkApIc#O<di42Mn;1yikN4ro(tf=K6o`gzz*a({T{-=FkuRvxo-EJz=78Pi
z<+A5b?g!^;NkZkPPoE4_07%|ro9a#i3&`YaiKI>R2ZMmFa!;eLkdK$sNT9T;yACr*
zCua{ku{7W|$%<abw(^;tZ3L}Q{Od~}E7D$;1ov_DX$Q4r{6%q`v+6KRS~@lRN_RfV
zi&`H@H0_$ozk<TYV46v8hwo@7-?>wYtH(>5r^d{@&{W<x$fzQx?tOu_Q)9fy0o`&L
zdcOpuO*2vk`>pJ3j=_t%`0-<x1EJR4gHPL?+uUqUkxiU^$oA4+iLY}$$@?H96sB6S
z-mrw$1iG<Kl52}tgR1IM_)Us%x72-|obOOWcD_0c<*|MQ=wfw?=DMv#?};QI;svGi
zUcDwM7{7~5MBddVppG=!ATts12k5OrsdXMRi>;*zF7_XAdvc2=+dBxuIcN0^_B<l2
zYaI@AjOL6OSokA}!>l;ZgAe@PI_74i4O{cZ)7!Y4L%ff*_PZ;-WOSipH-k%}Tb4qJ
zf<zjWXbPd&Tg;aSUdZ6udAJXg!pNYc`9<DMb|lqfHtIgX#u2~urlA20Ba;wf;J7Pm
z7+6N<t9k4;tyFCa>$>x&cK&NSS$NKk$_+nqL{LeoPB`)0OZ@!&2JtpyE^F79Vz@#U
zScY&Y&>57d$RkQ3o=fxW(yTthl#wJ0x&F)4`ikjKK0c+f*-n`>z8N|PAe{=Oc3ZI2
zIRJJW5znSBes6AfzPfkB`iqtC036QwE=*!-N6!4*&BM<{J-8G{{riDxc!tK!-m2G^
z3)nq-ub!fK{5X0;7$6IIz3cuD59nVJOhSJNpd^hUN=h2D6GYysT?xOq*b96Qy0O3L
zcqdvQXT`5L5@5n~*D%y+&kxi-Tlv8x`51?}w6;dVWS?21ea1@CjGZ|=htzwArFp2&
zlpf30XNbm%IU}T_eZJ_!?S1HY*9BJxuN4adG`5-^tN-dUY#<J2Or#!mb@}kxk1K&Z
zRBC{nKBQ4&#?VECbRpiu0YZFxKgU^|Zm+7Vz329k#ijTkN}Xvp`EWh|9^nw40>7a#
z09Obb`nD^K4ppuZZU%amD=tfijOA(L@#M{<U?izNvz}O@>>wW`a5Zssbku9x1~UQF
zaaJE!2Xq;B|KTO=t+Y97B1Q@!YIP5l&;G1^-4D+}Fq?0R+>r)LildT9%)$2T%j8US
z#__`E!7sz3dHU85zoyNBynHEoB2ns7P;cM8dv|1Ajy}YqJ8?cuyG*W!^o;~~*oQ&h
zoKOG$`>%lteD(Aq90`@e@RF2`k2*V!ZK4z#17%3}p|m2d{dDu3@#ae<MA3)Z_mKWD
zCS=lh`vaaxKC><k#t{lKng$IjrR8(S$(udNpo&I1pjh0aV-YunHNOwfYe;N5tbGq!
zNzYOh%JLMEEX>@B{MG!4lpQRL0&}&zjsFQG4n`d6cJ8U$je0@sHR)A<#Uiq$v_Re}
z6kAXl+*fIK<p6GASoRC4MH^tMz{+1md_2#%%gqKhzlzd?1UOh9h;1A~-ZKbNG@WbY
z`U!9|Xm$xO5x@~#^vTmW+QT})ZY=YXKA#LhT#3(4nG2Bz$;w|j$caNnN@iq_ijs1j
zDkl~{SdKx6d6B5Dk|W38INpNOKJO0#0y1kSKmp<leI%#E+Zn>wC1*H|OR#Yl8@KA>
zW+eGgzHUN2#otj%6A4_x8d640AkbacoOH2||Bypt?m9a2>aT6jRmMSoBWL7D6HSvO
zO3DIh;M4W#y7t8e`n$ZCJ|^iSxvDU}FhxhG9#il@phL$NX(h6h?kdfvaQPeQw%PTv
z9w+5fG#h91IBu`@neynvoC^Ua@%LN3Mg%>T{o`TLm32@>3&%LM$E8o+@o@v@=s=@5
z37_bLj7Jz3A)~;dGrbSLquL#U7%*I8SMZ|;T3IrdaO@3q7d!F%RyIT9LJTCU1=6Sc
z|Ml!D6x6PoY^OD)2JU%rQ|QwZ*$XJn!f2k1l6?#%BfoK!IAjSpqa>|*IkSuZo{^kl
zXXz;N1M!eEI_$)bhTFq<aAgQ#GN5>;Q)^0Fiei3{Lnb$nDFC-;zkU7oZF+SHJ(X}c
zuQ_mCEA}%~xNs>s_7^+|H6uM=?P+_;8%W0lsIyHAy&=<uTaI<zf$xrPor?*D*Y_w$
zLU1BDbGSZ9`8`S(1C_zJU>m+#rRhQrdjV#t6?2kNdUysCrd|0+c^eXY$q}^)QA%rR
z9x|wtLn=wV1@=-2phe4crD?dyXyUa%(LCP@)1ItyZ($*%zXcjBQSKWHX>~<D=d_N&
z@Pk~v;;)C)kaP;LBX?C^K&2hPQRR?+{H`r3ooPZaNv*~9`KgfVQ+J&9a7God>CZp6
z>SKTK<erAyCw^(KYlFuRW$r=kL*8}8JVtV<!-UzP-VzY<8TJ^&R!6x)PAr#zYs))p
zB^giab`^q}!tmA<U?^#pa6d%8gY*o{FN#rH6Dm<q=(cX%Ln|cnh=1H}(d9<+yaEh{
zx54+rEtir6K%=i+QS#NRi@ue0IEAR|JJBRJ#+anm2q)Lc&XlK$5(o;MG_gCWR-2v^
zZlOuqu2#>tT4rw>GWlDK8fYRF^|T0qdFDE%{Q&udrMh=-CW@3N34iev8?>osiOyxO
zEH-Mv9B$l8Zr~!+Vu}(o-`+MV&2h5F!u161ysxAzJkM`S5rNxH{O1hmnjsAa{$3(B
zDLln6+IK81dIPcjZ^rR){LIAx*IrL(lk`A3n1zz!V4;POq>AGM#M@hs?Ou3*Y`9oU
z)y7Nxu=TAp7)e_ky>by`Acm08(uD#Nai%hxu3wnjiE8TMAzWSI0t(YL6{oLyF&<3i
zb6`+?-FDzr8Ps*6;FC5R3dZ<{COAh)b2lAhlp6QD8?Z>Ksf+*ngEi#DbWwxhh!W${
z$5)%N`7l(W0FC!3pkXNz-4GP{9qwGS9^Beab%F22pffQTUL0Zfr`)`GQ+3V%d^7ZV
z)UF09l#UzeP1xM2%SwWkricvh!Hb_{?XmzGXp8QEU6>5`(I8FRfd{<KSTU$UzWVHs
zp8%yrM2T!3&Tm|>;X%-l*+^SNC%#v&Mamhvyro+`;is2}zVr}B0F=M)vJ6QRDu8$r
z52UUL9V*+m(|%^?S1Xr$!=`;h&AZKHG}|;a+q9TUVY7bk9zFhfa9dG)ULZ}$3FJ6g
z3Dpod(tMLKXw9(q#oN?T6+eu?gA8hC$Q)-Oc*K#(-M&^dTQp01rxLe#*#v7(dvA_X
z)l{-1n(d1gF6T7T9{A7xhu%p*H$<izH}9`u)jLIoK(hRlWI)RBES|IU4AVqvANc7l
z5GJSgXd#qb>{&brp5&qHbQ{KIi4_$hz503<p4Ox$h}guUh59aw+(`f(P%Cfm30&9>
z@@N~3!H%fZ#5}GG6}h^&veNzB1R&M%(q;|baPOK*sWF856d{f<hdlIP7kg3Q37HN>
z63IrFXpHXXyDy>~us%4#OLF$-ey-|hmSDu1r_1RWm2}!#2RVGjyF{GLNavp18_cQ(
z_nbj3)~p+`SrKXYYzk0m`xO1roKIMD8JDh4-PJ(Zdl>#mn<r15x>v8!sZQ(Huh;6l
zhQ9n&;;87n=u_6r_qH|F$xH5_no6eq20C8aa$X)}V@H{SgwSdKJ+6A1bi?d3kVP1d
z*hOEc{?;giP+DJ0WZeahlm1AS41&BHnQlj=^Pl3Mdk*2CZ68v>xOw5oCmEsi-$)0r
zP>kaCB%V^R_WC&?J!_BRS-yilWqG<nc_PwjKYan;RF%PjC=Ju89h_?d#8gl^c5u+x
z?Y?R^T#}rygAX!NXVkLuFMk6`95^>gS#*(@Y13T$011{8UGJWlg49~f36Abx(<j@n
z0QE-hmM3(BWp3zAp6bJiIfy1LY9T4(;_qj6Fzh3yEKoL2=~%r>s{|UFW29u#ktJMa
ztP$<Jk_5tDMUp{@IE#5cdv^kz=-N>oNz;#kqfduu42IV5L(D?l>{i2My2-*dBh3V-
zdhk<G3u&)miS!M+!E^t~)YjwffqMQUK|Q`l@|EEE@aJ(M#t~%s5m5K)FeK}um#PzG
z-R(sKyj0tgiGly16~=s^duq-M#sBBmWKgawI?{#^5!`V`4Y6un==uLvQW4zL+9o4b
zFAdFfqTT*)=Z2?3D^V=cJY*Do{t#2k6O`8CqOeJj=w%|2da`SgTQvLALlz0*om&)Y
z{5U2f;S^)89Q_|4U8UO)kfOE0xW(8MEJf$irl6kE?O$-Pfh0#_Ed}JgSD-ucfGcp0
zthD(qG+v>LkA$s>#rjsD-E6=9*c_p`?aj9b%*p~D*W0PfZC_3Pm8UCgG3cfPCrteA
zg8*M_Us1m=!PcTt(AOx$?M8U%cIhHcGr0vTF$AE_8Dh7-V2cU;(q1zs@xh@M7_i2Q
zu!pc&Mku|pvKE7znTY%|0ZR@c;J515op{m~FrYAe0Hr9Vh&F6eG+;;FO3ZY=t6dv)
z6rM=1G8zB#a{%3Rqec5ZzdCFErNf60Lr`ri>JZ{`+JM!n%x%J&QHQOKjtTxBQLGZ9
zJ;D!z?tg&V)iwl@qTb?~<oY>lMRUaAD3WCmmnb^UCQ~TT->1Y~uWHwMzDW=HGKCbp
zz5Dd(Q*fmWR590r|5leAT<LI_g(&Sl0)(afLh?4mN&qSUTIskDag)e!(AjS{+**^H
zf+&GoBqdIy?J8}FQwMl9q{RpjonK6<&1Ui*`-smQhdAp_En51=3D4<lr7Sjp00XMS
zA_e#(;L2_&7R57$g<_krz3q@L>)y=+Ew;4$hW~7{79*<(01!5aiuFrn6E^FAz8fP1
z-D>_z!D*a2Rb(WzN=8yAH);!-tNVj2gR`iCLOBEa)HVNbwq^0)9#zbwD#5J@h=447
zDWGy%pp>1uzC^d(b!tj|m9(kQw<}E6dw%vyv4HV}SPBYJ&yu5<N$w!%Fd*%@y&uUW
zlWqpGC-#gZF_qo{LU$Q?NcQaLnWqnl(i(Gc8}{_1vDg5Pqmz~1%}|t}!b$w+A}A%l
zHJSe__08&z&TgYBDrWobiRbai(O%4$oUf<AMwlcY#b;?Fip5g;^zNb(G8?A)n0`Pu
z8^oQKX~)V6@zkO*O_Z^k?dDOdUpMDVTK~Nq<dNO|1|(HVAa%_7Z1v0URPgg_aK8|)
zc<NJ9$3{Qzl4OqOw-~rmr&+Vi5w&5&<lK-fEJUFBxNpJ<ij7+6qxwqB0FHW5=Sl_2
zsf<9Ak4u^%4a_tkfGF6DOtMa<%)n#=*p2^mq(Y}^C7q;qy5C6wwFKp?=;PiX$I3|)
z%@w_vq2!R?@msm?X)YEiCud<M=x?9W>us(P<Fkmr7{=NbzDLr-pl(|c$D({ZyYS|>
zWN7I*Te%>4>8?0o&>(bd4YUSl-ui1Dz9Rrgf0rl<nd`eN;#OZ3R!?QO5C1NaWDdT!
zLiXwFjaVmUC@V&<l|@b(o==S-(nKo7NThXNkX%-7ik4vH%)R6Nk#)=AKPkSfJva>9
z@W9mNijrnRz>~O-AwmY=X#~TZR3rsyff5OLg$B*<xKbGf8*)>2jii{AqGR^g6oAW0
zDoql8lukMeVo*186b6Q+*Q;BDK1_#GK`9=_-AILiq#(R5<p&i)`K=Rm@2%+k-a3s6
z$DFZ*PHN$!*H$e<pdvIh4Z68z?UZhR3EE}kF+N6*LIG7Kg++<QZ!Y$`lI1;uMo{^g
z-zn&Dm_VPa31a_v>T2^-E=vlKf-74B)`2s`0I66HUvRGQ>t^3baA*`sxc2r5x^v~q
zDDo^@o+0v*5f~9%X-T7n^7(f;Q%-VV4nccQaff9j{X5AW5P0R$Ponskp!5<vMNwX~
zGXGGx1hoq3Zxo4#>)$^&k_u6DwDQ0wfj?O<zq()OF!8s9UB|D6j!kLeTao`(j3dy&
zg8vDbPnvEuptroQVtw1Q>c%tn5`9QlY~Kw|PJ!<I(zOG3X6k5!QJr}Dq2?4|1|eVO
zJyytF&i6Z%k3aiO6Bw!ZQ3bc<I~st63Ai3(ENnf^(`hp<(MgC~;S{w9T5V*z@p@M)
zB2F$e0-OXAW$Wh6o54g*Sgw2`M25J9QV)m*pGFg`)qG@^bFfj<9iqr~l}d8m$GFd!
z*$T%_9kSI#WSDEvIOaq_b=_+ut|dOCbZa2qwfP>}cda1z?el0_3$M|(d{<_ua*@)v
zi$riF+3ym@$O~Z3XYG5(vXPh04jSgmNCiY|_y#glR0)>Vc%u4u!J$-o`f&1=lg}-i
zjs<zfbz&pYOo_awP&l9~^(2j*#g)5X1^nbopYD4G6a*D1=<z`sK)AiR`@hu~j~59w
zYk9>-JuTlp<OzknymU?NmUS{GaT9(t+m9J9Xj-~~Lcw!U3MP5GQ?-Z`f<A)Gqkjq7
zIp#8<>B`uqbei~gV&2Gqmbn2?K3ffF!e!RCsU5y^4xk0si&U#TkdiqZP^ghJyr_WV
z=v@v{p^A$;IR;)8X?GZqJ4?VneNvZEJn0pqXLEUl;ijm<Ra5D>cs2cLh=AqCNZ^Dl
z<A5lcaOD~Lm`F+20Rc#goU^q#ptch=b;*WJ>zx*TPg}})CcGU(TIDJz-^z~b&z)KG
zPNKIM{z!_#W_M*PH3|{lBhFsb1Z)|&&^ezN8W|?Sm;A)HyImzX!&U2c?CA3gS+61(
z<Rh$<%A}ySYTB&XG|oIPu4DFyoyAX{gd?X}0>CO}9K`uMU{XzbNr3Y3;Bl!T!{2oJ
zw%5?1A9t@LUaD#62<!AM=dZO~{~w@Av~nu``<TNtm3W~Jqa#VkWD%|s`}O_6@N%ll
zc`Wp+7^?0wbWtltE^JIv(}&a!3_&`C(*OOpXt%5QsDzP)Kd}Pxux|XNQHW*x#T<~`
zvlNJ5o-)F_1CL)lwu^L3)S!koR#nu<X>{*z*f}f_rT7O`Gnwos&d+*`$D@Xia;({1
z&N;jN&83bH_+j&(wdCqv5As`enB=Tv()MXe{C=QJHnSMW2L2&$t84W3fp4__wHRYD
zdj-g{!;KM<6VE*6!ZRXKcsYl<=$k08U%x&xXD%m%n--w)&vdy_M%EH5DSF9ggvLSo
z2y1RjWlic^f(@|{-OxN7oFb4G4-Vmjk=dHXZu#@i+g!{Wnp+}qB9~l^&LO7@38YaE
zCunW09cm$Nb??>itj+sZS2XsVX2o@gu{ni|(a@o@q0gk(2#7Eof&Cp#MPEAe!SnQc
zr@FLU`7f@z>fpV5-KcoE>C3^jd;6h*k<cSc5`t0WbkbV}{Nh37Z=kPl2wi)ZMiJFi
z>B_ljULZy7u4MSbgp>J{7>?G@iFkR^d1q)Uh7F+KW7Y7LyNg!XQHhEN3YAf1sx7EL
z@m3y}coWE9ap0D`s8IaNS1yl_DI_smbMXU0c$J#EucECmREBp&A&5ev90vliK5~0&
zt6xe+LeJ%jkWT{EN&^#Ua>A4Q903)l&P&xLD|RfSP0u5lqInE8Qkb?`sB#haiWU_W
zw-)=vi^29G2F?MZs;fAYu1&mAGyGf7K<Va->MooAwQb#69sQY!G(q~@u50^GYaiuF
z7OGedN)v!26aa}gSCn@npWzssBq$BjsP_g*4Pz%MP*ap+F?y{!nqD5<V1UsV#(hD+
zR<9#*j_Cc6J=hZtGdNhzg1W1wLcTKKP`a&$R1+GbBp%DQCA_rl)G3l<x+LK_nZC$W
zFxSLG5FaG2%x0)qtR)l$TIs9U(}E2F0U85Sh#@tBY0@M@!zLp++<)cRx*zx)#a6k7
zro?c7O1CS|I0R-%1zH)aFM3hzu#oedmu_EFmMSp_9_y`Gr-`>ZcZb7rim3mP5O1Gd
z#e|02z#tyJe%X$zE&E8RqNu0?ZOJb8>5)}ftAjt?8LJrnD1E9b>1^O6TAQyyS$4Xu
z2919d{-cAYVR0^&Iz-kSC*+Oy)Bdcd_}oU3FNz$swvQT^>gMTm)`eJ(%Jw8cqFV(!
z@%EZ7pUZ1wLphH|)-{-Bgk4*e3%a2-y8b{Zovx|ma0mbCs}cdS-_P}xS4U_E63d|J
zaAkG;dpUJxmRLn#ZkT&tU@vA#97fAv$+Jn*^yL`*U1X4pu1M_QRoKwjxn=0sIO&Nj
z4M7_1AtO1)Cd5oW7a1A(?ELFAx7-9=jOk&K#+C4qI!cnI6cgl<(@6znmoQ}`lw@$M
z+I?eSWY_r=Cc-@*q3F~a?sWaO?xXxO1rX6kqC76abmj9kX#IMXj++uj1k%Emz5qq4
zso*4faHJm7IqZZZ6u}iW-wm&u9h{9k7cHi4e}Gd8XZodX&QdB~xehuYRv6HZW9uL_
zJ9cK^rvQ`ewNZS{Q@v#QG-OfH2?FH&B%#uDQ@(md9=2+bmij94ee-r-D|5{Si-y3L
z!(3Wr!H%ZleoGL*izGrYc5o8u^Fd$vutJy+`ddJsq?Zg>Z=ThTm&(%Qvhj8YQiEQG
zmSwr~6P-6mO8GarFv$?f*i4N(Zrx|s*RIQL9|5}i#KJ?{FF(GpK4}f;wD=(+FymKs
z$1|N=D<}gGU+8e-bBSf?xQ8_dvgK{BT*(2vFgIPeq^sqMAJLiFYjRG_`vu<+_c_PJ
zYN{v>HRe|R87F4mo}`kuV;^bAuSIDo`5k@KfKIW}EQu`T?n00S5kF}$D)y8d1}^qO
zrURHBqAp(wL^MfDd09xK(AcNY`;|;7dYL`@obh<Ujw@G5;*oc0P~F)H3P;otoHZp8
zlGT+eQyc*=epr?lcYCm8o&KF(gDR909mtGDV~&^3QLxpN+}zx|$pr;-7&U3btb{7M
zK!ra>wLFc@?L<eu9Gfu1|LcMv`UT@uec)^a3>hHQ72bB|m>v>Mrn?w%pE}BTkMu0m
z@%--5&w%qS`VCdOjS;9o`ci;()>aj8C*7ONEi+%phpP2qrg5$wV&@0K_6GjZ6)1<B
zc$)^pRlrJPlED+?t}K4R4MPLH(BaTpeo<^y#r<d4#~1&yhR;^Em;nPOHM?aX(^uB!
zzNFxNwzE(^2_vx^=o-mCk$|&(w!7@9sD4a$Lbk9N;*zw>?CMsNFKN>dk+PGLrK0E>
z(Gd`Wq*eMoFhZWa`oyVI15RQTpDZn5Q!9|R^((4v(y`TWSq3SWAW~Fn=+OP8=h@<w
z78DSv7t!+wB!<=<G~|hBPZez%B^3TZE>+^RIIMXcNqUG?C$NE7QqJJ)UD3IOr)Woe
z3zxxeaCfe!YzpUsRo7q6>m^?-zU0Z15L8ya-b9~8xzW&u>M+oOs||^<?`p>hM_W9D
z-6lOw#4##tz{IH8@k4Ju@uel{&3)Hsm3mxo;pFa$t_zu%NTT$m{cO@CEq3C^zRW^~
zhVR&c(zT>v?pLMfNlYDGYJn+KYBCnRkZ*|S@}<5qOFjk@@xH7ky%)1I8ZDxn$#Jq;
z_wn7T=sA6%(K(7f@MP*vt2@lG@x8(WRyLg^y&`S-xO-O)bc04O8UhA{C@y>%jWOh{
z-)UVaoPU9Ooc~vyI_?fj<jm|X|Hc^0dBm}LJv%PB1LR!A=puO>SDd(o(uGaW(!k93
zM1<?a3c}cK)F0vkz=F()q6+4unL!WS&;WP~9XTlo5EiL1ue^r$lB2lOvhxQ?w(`ar
z^B0O*%04jL-joH*va_R($F@wzgR1BQ!yE99I|1`q9%%K<hS5BN193b+`b^U-@3Q7;
z_g)vctv0he7+qSe%SHOHWo*%#K_%#`dN~K+Z+Un2&CdgpQ%KJ^DW}1jh)@v_^Zqx>
z<;Umu;vSNj3A!$#dVaw{<4S*R0xl^8*Mr7(ZtAF^mq|*kC+;5_AKC*vcRqM7SH3rm
zea{W*I(#;)p{F-!Hap7-uP#XpNbwNvxFodG(>p0WNi5|H3s?0N&Zp|mv~Tfn1#;0b
zH6;=IjRcPXT?!{^<QyPP(O~HoR#HLw&;ANTiEq=kOP78$0SH|RE~af|#nsAxeqHj-
zPs%GaWuBgJ9$#M8Tc`a)=;d9`-(&QHAZ23LM!dYGw>s}28J3lm@K>IhOn!{jt6h2N
zS>7Lkfwo-O#Tu@txLxW_?S-)<tF#LnIY5}u0;%5MNeMuJiLPlQUL-XT2{2W!-tIQM
zoncELP8a4G2*ypYnhwymGJpLSJp@q$CBfnOoQGOZLS?U(RijoUoa)b+Q(&CSv{DBc
z4}yC3N8{OXHb55r@7>~^lO`G$ongAoW)ZhhIu}Qd;LCmYr9zOTN?nXu5)Q}ZyUVFJ
zcVmR4k77%Ny2UA5g?9)r;mjAq8L$wi(0Ew`duAlx@K6b_E=CZfWmYC^zoghNPsP+@
zH$e3mWH0egJ^(wQ2*wOr(qjo++WUZXR~8Opoy#RR_t<@TTYJbr@$FGbLz37kljGdK
z7Qy!r@J1OcEsUZ>+Z0QM41o#}wZO-ZC8{Yx)ZQ<1-3D>1LV#nW5@R0BTlv*1<EWOz
zH$W&&wfHB9m<+^k5}GN+vk|+^{D>I6k?`ClK_I8y<DN+Q@u{Yu_AYp)&Hz2QVbDhX
zYqn=U9|dJ1UeOx`WU?^97Ed4&{&68LVm8+Drql_#<{;Q&3L{4I;}c>IWguLX1|96d
zu3RgXYG;hF=fVa_B)~bK5mqWA`=5XDGl+&+EEA2j_99?amc0#>Za)Z0eJ$pMYn0SL
zTF?q<)@Teuvd_lT5v*UD(8@xVZAw>mi?)iQ-J&uNb_+x7uTh;3F=3S(KH~w!EuqXn
zdx*S_a{V})OrVrtkRH%`F^J|I-*<*Pr;lUFc!2=c-;9;94{UoinDw6e3=bu>TrV|&
zxT$MS-Xhtf7VXbZ-C*`IUk~9vU+?9kE7E$!eK!<KDh$<N(j=MC>M3Yw6-}tHsEg4#
z2(55s7KjRMdkmU6NxS2OY;p`2D-Tvhh}JY#h59A1ncQM)x)3Fsn{jX?)Gpft*74t8
zdEAA%g3kx@cn^zhw{Rv15Jb3wyYeia5+Pf9CiP`3hqT7y-c(t9S+O}U#gZEMB7)Yz
z+_VE0%SX~i7UXp#D4z=2xTY%-r(_Yf<-eS#je}7D!$NJ-0^6<hy7x#i>*ds}EQVPO
zjT0&3Op&8YK}?C5n}(4Bs0n;{>Yv;r^}wHA%*}Pm6UPc|^$o>bmY;Zz@{j$_!T@jf
zo>;)pBtvXL)#P=D>)#Y$O4klKl1Pu)vi($3!6+ZBDewD<f!H$tWgD}#{2vkG{O3Pp
z*NYkoDT;duM?Xolcotc*60Eh3Uu>C4Auc%POn%EZWE94Cs^gFe`=R}fYY51B-fN|n
z8?HTcRBDcQ_fGN6MU4P(RdkukCe%W!*o1eo;qbdd?=ZG-2mw{N)<Yp7eaH>z_x9z>
z(|%2xwQ7|OkMbNM(*L|R?_lnS&~noEg+BBMSmc6P`@TcAC<T#$qy6c_Tx}ygFdxOR
zS{54`_haZ_XkU88#x?xPKs1pnoVlZL2xtf(?Sm5&eWO0?W59`cJW-?Q3);SWn6F0S
zurSDC0s_A>2$>{ep_~oRL7Y2D+lkou@B`vQ&hDKdqIvhOZQ3~Rd08p>+V^r+SwC<&
zkr3>FyPJ5_%8VJTL;v|cg1<5~vvnE~tN6D$|Kgu!yUi8_3O#_`vcMWwhm)<}roa>J
z4P!G9B8lmgG<WHXcYye`LurZ$CP&5f+simYc!l1w5@D{iDUkx*oK`?q#iW*OTVqi}
zUXTpqp0?=1@%RTuh}eQ+AV@vlIrqSjRpaCaFqMhj#Mx3M(tM!kUH3(WfKWwR!`wU0
z)_#uspYA%SMo<bq5S)i@@j!Qu^JUU83B1MuKtX#4+%~GW*Lb1y0a2t3ZxSY{zV_vR
zxUK-y*B=X>k?p>^;+~0!b+l+6$HWpKbReqK7(bvJeHFddXPsyL=a&_WSz63A&k#W?
zf~6>{1~uFmNwM8FmZNxaB>{tFyQxX1&^J(3Jf)&e{r@cuNym--f91`sU&@4+xVX64
z1>>)I)F(dp57S<z7|Mc^WU)lW;!YaKGpk7Z%4k-at{o&p>?Lr7P;{)!UoHX&Rd(M$
z8Yntxpp_zV-Dk1<AMbueJ@02l`hI+!yxU}Sh|A-+`XCxCa29ibwq+hjQlbrL?~43v
zncy+ENjOjUik=n?Kuap7m#PfRqfQE|3}j#n94EgjQ5?fk*0nTx;j7<c^5pdLKpzk*
z^bVM{Qw5#s_5e4sAu{1g%pOn<+|=y+l)f@!`#<JJUUGA*-$IUyd(zpqaqshpA3B}1
za0}>bDX>KrD@4>u!?2Rt6}9NblQVQy;ws6Y8Y!6EuJZ44URSPy*XSIgrv#n(Qe|rP
zET#$fl&}b#)l1Qfs>3KGg%Fj+4mc)-g(Ocx|8WlDec+&#P6%*~ql~zDp+a<WLT$h=
zC3g_fHh+Mr+GXo3Ju<-md$p9SSwEqa;vZ5fiS~xH^vun|#1CVn&WREQB1NXKc!Z^G
zk7tsKN)Mx(Z^9bdAnCDaRE-ic`vZ>xE(nrXt0EQaOOkVu+_>V(5>3K$j6OdhDrNcx
z_op`u7D|#sB5MJ>=ykCf_p|Vc=zzt7FJpU;x6oT&%#iz^8e6a%nUzS(=l4tpIZDkW
zZAj3i+?xBgr9630U2(BAmDVW2j3D3yzwM-p1}e_UTS#52FdOQPa1}lKC5*?y+Rs@#
zMd(8@w83|F24@&QwHwPHTB-FNeIEV9>1p|_vIT?BC_ToiQ8N(Up3bg%`QpVbVs12z
zWuE|YC4&}>5FF^r)+yRN?g2ng7*rECg@Za0FQ*($Rduy3fT1{33h62)-fv{m3`*|o
z1C{*RtJIlpXX}UlAz~zmB+{)tr5~Y*q!A@|;a8tCv&QeIW%&Z`7i$<rp)5EG^Q6<N
zl^tY^@VdG0|BueZ!oni;QaP#-;?{ORKU{kImlo81Uj6-O!LU4_>fYRD$BD}@JVSQ1
z<;Sx05(1cgwZMc#hF&y+NLtC}?UzDW2;DhP*v$~8APw5+p;~(T&_?R6aLFVRi{rW8
z(YWwaJ+<{@wwNt9Sikgoh_2nrRjXq4diCtNFejUM3xd6agNQP*bNkj@hha}zC}{MN
ze*DJ`j;iU$-TnBz>^X7lU`*wi{P`@=Bqut3k|stFY2}1QF?Ja4t_;swi0!GAu32#Y
z5)?Tmm!ktq8bKSX%NoC`{nGd()*T_AfQPxF2S4+vipPZHyUT0yddRV-DT1@24EwMf
z$+@^1%C#`8xZ++YU;3U_`FR)PJec4791}&cG{h`W2pq;lO(;P)v)Jl0cqrB?2dq|4
z%Bc0Y&ZAUPM&J@B<3G$IYswx~lM%)kdymH&ZHGQ<@CKeQigMZX2|sDr5G_{U)R?GU
zyZov?uS4~8E#`k!#ziBw+4hfYTYYJ<*_BpPQ<EFms<TCqdo76N`0MM8dhkZl<-tFW
zy7FZ7B^}$9c8<BBoYNdLFr(S5Q8PziCkAjG=PYpZ)sZ)jGa=vFu5BTo9{w6B<!QbC
zPUkIBFA55TastCS_r&h};FvG(k67$*m{DrbbNaHqFN(L)V7Hz6BI}W(k!Ml`)>AH1
zP{5AN@)!7W*ys$DGS$;8p;D8}*6J{*ckgT77YPQM8M_2&BH#TH!bMZg3Y1YY5Trd+
zOx*k7@5U_GD}kqtQ&)J)5um#aE>zYYUqI_8Bh6cm<H_s6ucA?OIi6WGw=qsm|5YUe
zNSy>}eF~rpy(-WyeG^L)2eV~lDoAxs9$YaiX9@yF;nUgHr1CsJWTxXlH&<sQ^2u7_
zlMB#+aFU@Sj~_nlPDkv7Y$-`mW-LZG{GsHk-Tx}9XU54zpZZ-SKJt4+$4CNLugqAg
zmc_VOYO*_Sd>)WqhW<x_xqIY57KVjR9a7PeGhQZIA+nZUc#1|NG=-FZ%e@EkwxKiM
zBUE^UZod@8rDkPv2Pv4ugxuYst-OusvFl#e7xxbHy<0tCDL;W%O?kywe!WB81O4(N
zhAZyf`TEPB`G-w$uqQfFBJ*fD7Qsr@VQ>*cEM<-H^8dN63A2$vj{gHaq-bC}%S9ro
z5+AXZo!>$=WDs%tI|rP6`sG&(pNy{S-%P{Z^&qF*^$y!2=bzKJ4|!ZDuzu1_7hunp
zwR-WNhT;tx)RoFZ`<Yy_)X@PZEkEhWf7906Hf|?~QdpFT!MWIXfQ&~lw&XvujKb-G
zvkb1?-YCbmR_;K{@>8;rV13af(tl7f$elnVeM#a|vMUXpnvE<H2)QOef$hd}%JK65
zhej6iEtz?*Z9oj_C8W=iOUx^x!58lb>GLzroq%>3F!K5<FqGUk|1|3_C2=4+GI`k?
zqn4XM6Pp~Xq*=Wnlj^kdTQ_5Bm9&M~)QS4i1<cf&+(FsfwrvwvZe~ki`^cEWrfqtP
zvN42aIw}v!9}=vKKL-jv!;{jw0*d@xTZxM7fG#|l9<%1n?J=?QujtTHVP(~m^i8Af
zM6yDYqA%a))r%K#Pd@PEboKOz#t3R605tD<pM*st!4KA#BvbSYfB#ySml`${?^ZFl
zy&t#yusEr3==O#u5(69naU!%RbgG`^Ym<74n7slAb!#Jsw775si4pepJ(k??e&7MT
zAtq$YTn^YPm6|eD+sH3pYNH&5?APOBw?iV4g{<!c@SaM5Q%C^Of$$9?C`e_%A2w5a
z_d=Z%>S&)eMpmk+Y|Jy~FQP+KsiUK#rGsWdHdVwO#*=`X5<#s78_Gvvl2lSzc~Ves
z(k_8Z1wg?5JyUbzJ;m#w<&S<8OIgH?QiuRt?3F4?*IBy`M3Xyf*8M@*LVuE@!`Pu8
zU6gZ){y+8Q_Ga2o@Q*~r=1N_`n%E{%V?y9Hq7NnfuwjnW<I>%B4ESj=g{c4r68GF#
zH+8yZyg(tD_P!tCo}VDYFx0`7`==5Rzm#r#L{h9&=xn$-*uLHtP7As0Gyo0G01`NH
zmJ_iDs(Gv)MU|$-<qAjVp@*X@Ttte}Jqg&H6UEe>f4uWp#l|&r$T!u1%a&IgH&Pau
zl7S+l@0nW;wyG%tr6{p@kR>UMVlf(sO)v|p$MNF(B(obh{e}p<XP7MfafZOGfIYpb
z2&GDwGFv4&8L_Vc!Um@jYpB%ENC}`rc)*Qzeye=lzWt7(cC9-)%)m%4yc>h(IAk}{
z57w9MDyN&42AKDL1<!t<_JPQ01UQSSQ5YXH>C&g_JtDvYjp_qjLden^a>sT+{C#r3
zBfJ6HLb4t!Joa@b=Y1uW;--)<Gd1MxnaqJx)Ie2jjoTdROpb-Wt^sd{CTV43GO?E;
zH=A-0A-@cT0!X`m(T!?%JgJ~ph#xxXg;p{fs+oR&G_RC;*z58kO8i+?rr1D|O4v{#
zh1Ir=!#+eHE>~6>`0_Ru>t1P()t#0+e`yQ<JxQdvqP|72sgkU8mHaHE5-7u?L6y^{
zP8CW(v^zLpkQ;9M>#xb*U;VOir(=wB1k~S^ndV}9{^nBsb0(ujkW1@^JUAa8A4{`7
zT$tc@JE%&eawmyk$Zo2}5hh7&M^$7~!6ZudHs92RW}WSD7n0V>y@J5T6vsmkUc*7~
zB>#F1FvKi5v6FYr4*lXy%Liy(z*tMtHpV!C5Uyo4l#EPpldn#HT&$Tujdi{e?vQQj
zFdktfOTy<_S4ItRlgFunOBbatmRm`**sb+Z(bPXjv!NL7NTDrc!?WW)^4E3ZrQ{tk
ztQJ?CDt(@fnD<Y^i3f%|YTNj=>R^7(`eE?$Iiu7ZxJSwJ=WyDeD}UaBG{^BO3nNZj
zQ!9&#cA;wFWs@gCowMw8{?#M$?K=OdMdju1be#ite-&in3d)f*MOOb^l5u?%5)SOg
z<p&g-Q+$ChMuuXoIKPqyp$2}Q)2mnAy)~T4O%+)V+@H38<{SF&D`Tm?%bhOG0-O@-
zCvey=3_0x$PA2t~ck3(jS9{Hv@gVtSiGIC|Zu+_#^c$P>>E`%N_donuIY-)WAKWrP
zxA#APY${6n`Sdrx9cuow|5sC6hkf-&(ygWwkBn`5MBjR(e^8f^*L`YJ_E<GtVjfid
z<e#@^+NG{c&+#oNh>u^evuf`JN$hy}x1PK6N^JLLimnNKQfJ>`E}wN0^M{2_$PAv>
zL8gR)DSKTVRQH|v`OpQ7b@b1_R@rf%m5)csb~~r;Uqp5M<tejY^OcI<&YfEw*f9^+
zv7mV!Sboz;^qY15cR+K2x6t-U>m`lWzT`B=clN1U-~6)maw$~2`>tH_nu9?qK}|oY
zdFoyUm;b)oNJ-lFXqTRHYCX88Xp9m4FN>@NXO=NNJn>6^7)b!&WiyKjno6SB0I8<Z
zyW!60_N2Q%y{kLUmAG?Xdp9`cinMi`zVy+NP1vx4-DU&Ze|e3o4|Q?MRRsLl@_>eo
zW8Ui9Qxu1)N9(2Z<>l}D)jV@0(UwUYZnce+yghP4_I5r(_M?5hZTydi;w=U;GSbYY
zXq=*Gg7C)WXkS8-ZQA??XkAUeFBfIqbY40?UP)n|En*We7$kw$008b9)KheBfnE=d
zMjR^gGutiOK&TPIGK?T);KYu<9c1X8=Gb*@XyWT%?-;&hx27M`0z2>%Ia|=L%di}X
z+B2(Ebd^vBr3?sgD>1EAtto&1^MX%DD}HD-EQ|n|dgaRFw9Wr{r!wu0v}Ni766@>N
zu4%2dg*YeOcG%HKG4x-uJLhxps*9l`TDEMt=EdJlgpTHz`7KnSN?vil%aU;vrwRR1
zHi?|~n372UX#|<SxJ*ltw`kF#$YfDaZa#yVY;7WnNKJP55^*-=M&UV~MP~Xx>j(<U
z2D#YgNXb0qb)<u@JW_t{rl$DhlHGDDa>sNA1<vb$WoF;9SH$cWFJE4(I=^H$a7y~?
zA$7l~EEsjKMbfj!8tX=zZ54mNrfBYiPd^|0<!@*Ha*B(0E?us~S$R=Q-W4g2yiS>E
ztqJP>g@3hbsp<Ehf8n40|A?wsQG$n%Uj9zzbA(h!bo$uXA!P1<>cG4Xz~w$or%S29
zE9vf6k}umVr4`;u4p@F?#?y=8ORf(Hn18IUflIMo@*^#cQNmUTILq77>c$@1MujQ^
z7a{l@b~I5^u0WRyPl;_u>cE@za~Czvy?a)83SORXyQ5Ca9?KL14kS^YO1m;;oaKFs
zAwy^y8m%>*r?bFv$dLP?Q<bEXG9U#}yr5aad2|vvHL3eupd8~mS2)0R>7o+o4XMy|
zPB8KLVu!mFNfjn98+G$-5d)NG^`)YsHD6|7sIIRMne${q5^&Q~QYe{>JO0p*=$NH%
zNe0UPHt!g)_XptozN!y}zqAtOg4KTN)G0SVv~%LpC#)TzJ{w7}l$JT6YwA8v(G<=t
zudftNLRlodj^)oDU?a2`L}Kgm>h0Sdk&&*Nasi6jiz|QarTDAQ(P*f`5n<c#k1u|R
z{6LS-L`V;rXd8{Gg)npkgT86B$7^4~JtW>e0GVyeID+2JyI#p;0kO*iYM1<g33pDC
z9m>Drsv&e{U|=B28O~d{h%LbFo=m>u8=;1|h8c0$I(Cr^-<ZxRO?!}vZ0gF)FKf;}
z<5yXX0JZx9J6rbncYr95IQ&I!A{qym_*WCSVVDI7ok}wA+;kd0c!*7%dq|Y@c>Sou
zIy;QFu=x1=K%@{8)hDrF0NCxBIS@i9VSeP72xwh8l3fuca~?yAq+5=R*S5-)y$XRd
z&u5}VeMO_K_AwZ{=KUZ)KYztq!s*bOnhzhw2}?GodDfS^WVnTeeJ_^0?)re{h(8^u
z&-+X-0D+3&6HO;hqg%l^T&JFL_r;4BLHd|=EwqwcE%hZe=BtYJRb?|&8GMD!2miBU
zk9;Fx*ZcAHwyLSLc6dbA5}*5&uJ2BeA1v(AuJ8!n%dG^#lDp*t&YCDcgg6JGq{d$#
z-bSbkUP<{|PIXFh{CnU;haE(z27JU0{ZD`(IcergGA_5CyPo{)18#;Z-h4uVDBbxT
ze_Nj0YQ&fCb!vn>{aHxw7wirv5B7HWWL5)-5^tDVU(uaP&wg0I_Q5fY9{>`_D6k2c
z;^8d)(pzAT>6Q_8RfZS(0kVcvQ-K@3y#M9B@BOyzWHZIz>NcbHa87U%5SsL?@4P<;
zQ7U=iC0e&++RoWZEEl*Mo0}QP)3~cg(2LKC5<e^IH=y7hB6(n@X|ZK8l*+7;ZNHq6
zrv_2gopKdS_wi2%6-3fL<CBb-=Jc86gj3eV6xRmI%=DZbd-PBk`D}iZw=&%&(Uw$S
zAV%pQoRE3r<rp!vI1a{t?~qjM@)|sUr<+%^q%<KB86>e|$!?j|Asu+qHx6iX?RGWb
zhwz1BA)bHUXPR2Zr^|XXa2%`@4*m#2D~!4*A(}L4B7-}n_YJr8W#t)lAEE>gkn{C9
z4ZT{Nx@}v7%z-ZdPkCn=R%N-qeafuuRNI|XirTPHNE~tur%W?ll7$K=BF;GCgo-(!
zSZQyX(-N2BkY?h*pa?RF1A7x{qEI5B;!q))GMEFP5b*z<iv_li|CjgE`{i99_K_P{
z>silp-`9Oz=XIXv)oiuJeGl|F!V!6ItHUZLBQLxJ+z^RH%OM;s6Q>ke?*R$TpRCU7
zjb#ZFdvl3=6wmqf?ef%I(RA)qb)-(wnx9guCjYte79Y829ch3l)v|Hc2BSG^JIl6Z
zOBC(3#Nor>Gm1{hq%Vh9pC{Y=fIdf<uAUyuca3HTQIJC{kDm7Clst|o_xGjUhGR&;
zl46{&tn)IQC1rWJ3?Xyjs$D&B7t{P4NTw-Hmak1Z85w=jH+K!U?Eoq=sdRzGXB)R#
z)0M=Jclvmd+qy$v(w(5YqVch$IGWZZSuX4!(Op@vF&*#=X;D#8aypM@{pP@ibDQp?
z$k)6RQhC`=P^g50t0a2?Oz0IbJOCY2{(0a^b-2AwF3IriFh6G8e*SDaH^ZV_9QHPk
zR>t((am>mk4+?LLR7Z^xgTas$bi<?`q2Pzr6aHZ5X`bVdND67otNZVY=ZT|<s3YhI
zFJ%9x_?-5vY-dEqkwLX`jONjf%XJ{}(<he8hsgk}r-_HOHZI+&DDEM0+Oy&YOhADR
zW|&UHDS2$Ws&@~#v{Jz}ZeGr6VzFlBq&UuoM=553pjRbP&>}}qS$qI{9Jw&z1HG=@
zD>kDh(bzZNdWf#*5DQ|$!f}HJ4HDsF|8%j8{vN&i5C~Thur<JmKrL&2Y&YZ_#!)-^
znjFkALKRrXA;g(-2zW-q@$O+5`mH0kF`7`pUS@yxFDW4brVX~2K)1Jp6{73skbHq1
z@m8McwrDeqvyQBN!-VhBKBd$YPVvRHYy!ttrRIzudN@l1Keig6Q8e=Qu-@h&?`c>4
zM*ofE7`6~p<kZ+%VyNOgNMxlFH-EI4;6xT;Fp_*E{7^v;s$JxE>l*~lR$%N8A*z1T
z&pgGk<FmsG0DjjbbhYW%@Xset0u6kXf|ydc6k|=ae}mr+t<Hh(eax}b;m5OQolD0x
z8@};^Ur;%@-45&#K1tX2u6v^gNzb75wwoq2V|&j2rKz<>*yH+k{>$T=QnwhK-XB#m
zGlk?<f9eUSXD~8F1Yeombu&uHGJeJx%+AOd2-i(n*79S|0{)scd{OO!$XmrCXF@Ct
zE!E<Y!Cd_$M&W)<oEyE<+qxC)2U-%g@$=QFA_wr^z8`Ku2B(c+0U#EqYd7QO4d9zz
z+A-(UAu=*g_lKXO2ZCWV`ciOp6mFO_dEGc0zeM09mV`*R91AN8M&ho-UHYk0ee&+n
zMXiVt3F#yrixRsIEiXE<A_Hyew5#j;o8+&9xR&z(Tv5(7o~<1wO^J&>{lFS~uD8_r
zyXrzj!uuWxlRMb#dAg4oZtO^vcO>GtWIm|$th|R@^`M%r(1YInrDyd))JjL~#y9+$
z-WlmW<^736TPJnm?e;W^M=VW)@dx(qeFCu4;Vk&yvK=6mGvFoC;=l6RE2}8}8<$-u
zWHB|#dukJqJ-@tkAw-;aK`DT_WCVrId`4cRbq!r<#^>7D_!M%on|Pw{PlNp>(%P(g
z)sgVN)79hp?eXC8q*OH3?5a!A@r_^cY^t9Hb{xkFL#o|kr1j4d$65kt;+@VVzcK^n
z=)CHDKEJm06TfNu-NxzLbsB~{Tkpd7w$?|D6nU#b)6NkcM9k}^kKmR6Le-xhrjI63
z3`-T~tp$bGojkW%>!>|}T|P<gI?GG{+(_xRp>OG6gz@X(yvc-9jwqapo4%}-HqCmW
z=hjE4fa=abiuoxIb&NClE2)z~_DP#qi#vDis%Lw)Q+<r<8hP&0W$+sETHC5G{?)2g
z9{-tTG*3$Jy72Lxp+w{8#P>L?EnH-NF(9FZ<(h}A`m0*GtiO-7ZUgle|L-du%OB~_
z^}5oM@KN&$xG^ts;R`k{8_9R3EG=M!+}-G2n--3-2`E5|V&Av#&5#%{0kW6&ch*?{
zDzMG!>D%{*ueAyI%TlG*H<~Op+{L16yW;rMeh<~{h5c=3RPq9e^LyJ_@*EULz<r&>
zpWLn{)7M$wZ%7X%IxU{{*^xBAm(BPODj>4SrH6M7LAC^t8Qwd4bXl1{^lJgUazotv
zu84@d`Z)}Ox^($*adGPWV!!2Cgp_nhaE@m|7UOsBd{o)?(1d30t8Rj6wNVJstMDxX
z;E<Du?`~w``*&|Xlmc~}S*4H{T&cms@5gFT&=Hm7GMIyRp+U`%7x%tvS-AROLLm?8
zUr`*kDf2k+!VB-_<ZQkhO&FYku8Yi>Qmeydar5=c-})svBYEw~96E3&blYvCIbjB$
z@ws^-9xtCLJbNv#Ukmw4dgu9MB9;tV5y>#A`ReaMdw>(jWy1!G=B<}YX+ulK@#C12
zOWcT1^ydfmoDEKFXC%fAl&g<k0hiWtx{=_#{<;PQb9{!DeZF*Q(@6u-nNT%tF@R7u
zz5*;A;~u?va*$msEThYkts5+&9e1p-F4(wi*_6bRtLM>aS#^I-v(?NkTYIRdO}{p;
zeEsdJRY(fz`j7*7;!%(pG7qPo$p89giG`S5O$Ug?25O(-r>;X=jC_gNx{N%dAy=>5
zW%!4k&pv+g#PQNR>xT!9wIuRnMbHE`O>&Qkii(2!?#i6|7H;^+4drwbRYHBHfjtYE
zbTzrzY6LQ4_T^L`1t%3^qXEp7P_3SD4xEJ6r7QVGt~FtepN3vmxgs@*y1dkDH(PF4
zOz}sQAIg1&1TfI0Iv6cY+`rl;{~8$dWT)>4(^}nM%(k&l#>LF>EUG5&P2WDF!!&BW
zCv~DhXscfK<(BIZ8<bKDP7l(7h=op+2)Od7QZY^6E?Zj2(+dXWNHf6IY?;tZNhrD4
z+Wjt7?_(2e3HxToZX4BvvcPA}Ia?t2Z8WIofsE=GaQ8Vg!{`Lfpn706n!2I~)ifZF
zaO>L)>7i62oHWrST7`meL?(%vE4nHUtRH{;NZo(-LpnD#?EVUoM_P3MM7NGwrhbwO
zr(U=5i2)N2TWhv{(<g2V8Zp5p@m19~NRx(9|EaY0+*->f;u7v`BnhvOUGv!ASpAk!
zB<u`$crq49N*cgPgL{fA1a{^7fKLu06FPP|j;-omYL)YdF{YGQPv$+hS@;n%$u)jq
z&ZNOoAoqm0nJ73eOb#2GNuzV3ep19&Swa6^G&?fpy`dx68tF7UG+X5DZr1m*?*kJe
zz)SV>>epI#NblMW9;#QoZ?fgRK-mvKC{y!@mR`ipv^<XsVd5wpln|Bod+A2i4NdH`
zh8(-F?#h)b<*&x3mc$AU+rJ}s_psUX1f!fwngt-Q7Dg#xav{P^?r{(eWdB7F^bW$~
z()0rS4JIb7sXpYJa~34vYso<alA;46<x#94HlWkTUa$7pO#H1=$03HSU{zBX!<1AQ
z6r@n~XXaWTwY|5NUN=DGF-bl%i~TQN%j9fYwW{%Af9r3sJX?J#jI7Xgd0PIT>JeAH
z5^sE?%v%6qxO4UYX%o<(irroPONH-Wu^ji+zfgCr<$SdMbNnL930?g|zpwxMhgF47
zFu_N_E1j%u<fE#K(bc|K#!}q4apS)ZKJTLsq!vi@`i({$75EP*liyI0W#|3U)!6S+
z*!`TOnbu&>M+Udn{fkxU0>VRMZ}Dn=Z*%7_9(W$H-eSUX-)3!$ui5l6)2AaDx<_y`
z?SmleMW5qmsDv_;O6qiMYFaCK?c!x2VH5Ocl{px7Xa<Bd9tQf3XU(zJ4Nu(dKR1E{
zc5YkQX?UGp?zMV?Y$QsvPFDmAQ{ow2!o6$|t2<NX3F<M5tx*u2rSC6{jRL)Gb>>tJ
z;$NdXXlEqwr6Y(Bzn=q-frN7u>6<&93(a3SckbNpj@Cnxdob`@Jwr`(W!uswL(^=Y
zx#NW2%%{+xG=LZYn!_*b{S@oD!U@;#9a8qJ&L#JmLsk~GYY}~6+gow--pM*eqlLb8
zJc*Q~cgqIWeBC|g*pzYY(5=$O3|s0qj*(hv%K>V38}5NYCXZ-Vy##F5D50}}6~^I!
zCNYoUo*uQOqU@Pg0lmnykC9V*JHA@;`^l^I4MLFz^K{?qQic~#wC$XmC!DfQNzMkB
z&G1uF(hpD9JpTflEMI_DyTQoG=^FExU}y%41?qu=&4`R01;?jvUjkClm=1kXCn&)=
zrg!P6TVDecf3kEnreP_=nh2&DC)Ng1u#E;MCnt+<D)v#@kitz+)eHk<Q)`r4`3H4^
zc^)*lNk8<eenXqYf=<>v^ZH@VU`mt0G!SIQirRL3ykE|l2Ff*s$xLV#U)*Ep2tsT+
zWvX+?<eE2W^n$|n1F$2ar5gDJk0`ITXrNUW5vl&j9JffP0T3oj!Qqux{1(>yaYS1k
z<#njIuAN*O`#1Oo>_9bCxU)4TvL$A{S)DTJ&#$!1ET~=cKL0C`1hxMA4=ssq?Vz3u
zXMA%ajYaBw`+1<5d$)c%uwK&_Y@PwPQz|A`^o5j@T+yoL9qgOqIXJ#)-N$2S5Il=X
zD_COu>fZC8_T)<pISCft_(~f}6#3<|?s=|stwiib43L7QgLFQqNo7IJl-DX5_L&xQ
zq_|4<x56&Gsr^KRr-_B-w04B8>+BFf0E9o1^7N6<X{OW40}S+OBc-k!r0}nac&S~@
zH%{E8@-~ayM+Y1N@6m{Oq;ggnkiQj;6V}CY2eSwrvEbtz4(ylw{0r5!v?mIGq)3#t
zQ7D<AFc`NFV*`(V^^8RZa_OY^1?p>e=Q(cW5@<;&04<zNn)g7frcuZo8su1P)dLM+
zH8dKeCT-QrzKwFJYh*%1NsKq<d6v^CnEl4{PF}I4p~7O?WFTCX$COSjPO<&lk1Z%n
zC}15o8+kB5NWF|6u+#`zCP7e*|JSFD#@N{6Vh!p&{QFW6Ob=v!o$Duce!jW$Ygvvs
z8s#Yu;ky?xPs|=)$y<H-O_`Y@kece0b>OqzzrXvu2bi4LX=wVfg$;?W8fr~#PC0Hg
zksd-43O(Cu=_e=&0l<fmI!dDtCBcn+O#ig>PwB|)0Hd2FC295jsjscov3>iY(nrv#
z2CuaHG1WP9+)}`tNE&Mng9e>7*~?v`>NOC|Khf(Qys8B-LC|y^pH0M(MuhkGtm9g<
zMgsOyG5mUX;`aSy+55=>klDGiBt}4xL;EY9J&*A-Ia5HeZV#&JSq%+xj%3qWs{Ty1
zvp$*m(%du>is3FU8^cp-e$wwPx_OCx+TkZnYeEJI%J`c!nUZI!`JM50md$B*5BoML
z<AKc<Py!j>C|lNI^@N=BHNWW6OtE4K2&C9Yc+kj8WbpZa#6<}%Za?I2k%HwvcO*%s
zz(1}?jV4f!lxJ#qKok|?ic))g=<u2YcWw(-?sYd2C-&@lQ-C#H7n5)5?~r9;#LD6)
zhzYWrR0BFtP+nEax0Jd@EMytllAjx$Y877S6Hi;`Acv^=^K~_sZ$Da#T`3mC(=a|n
z{2rNSM1FmpqjQ8*o($JgQb0`r7th_U<{Rz#hd!zu+2t_4jw&AXM#lIDNjGTQNtM76
z*gd3C&1WTBa-?lg@O4?BzDB354kaZea=*JAKYwcRZ#C;6?iF>n>v0HE;a=@u$fltI
z^{ILga6YFc-LH95mrL5*E$JGnB_YefrE_bp@cIvfzp=T}IH}VD4h?@AyHdZ&%@X3R
zI=|Lez`rbz-3dr#zJ7jY;Oe0x<kV89jugWg_!eq7gti5$t#Id>zw1}0(}l1WzrNVd
z!Au?^ia0ljoM&82c|wDvje$oul*j{*1%D9m(ws-npZb{tHj{SMkP{Y?qvaABwbzys
zMO+IKS7o|Sy9-87`Lh5XJJ0$)B!yv!LjRT^7FIRxq;`OS0fhA_OVIo{==<0S&1lZH
zeSXr!t>s?E%>;ZJAaWu3STq`2pRz?QR=<_r)r}HS_%KL%re-gr(!ClnvHH%~T<^e@
zEeeM11ShLMU#}-lOZzG>K1sb@Sa_HWD-RN=8v%FLur@V+H2d`lJpvML!gR4*8?FW%
z;8zcOzx=DR9C@9!aIFcK0ofn2<-gkmq6Dbf4k;X%sDw|s+ez8$)r*?&{9v|M=qb@y
zVYM!_FR3o-RC6@J59;&5OK+leAQcURf|z~$`SKgZ@~gQ-oAHZm)k%2%T15~2`M)B1
zu`iy#5(fM~`Jtt@;8W*5ShIF*Iwbe%neS|8<||1xE~_JUwrmHaiO@jA?Bipu=aL@6
z?~nDli$q>fxktt=0)y`fCM8ojHubigZvmdotfUHk$Q&cJ7G<7B(PEwCnQ?$UEJ*>0
zpdqQ#n%I8VH~ZF0Af4O~Xqa;KYJ6fv)m?FkgvF`5V?PY0ohwsm7D9IMxqI^DNzE4{
zOEuE<IZh)-Zd*744>oDiFZ@Pq2%Ker=QFHl;fEwxI{#6e_~Z@O+u6igv#G#sK-bFh
z6z{ke8PHigqU3pgjFgX_w}u#K_A;|}7$SFQU&@(2g@VSR#CL!~?YY&Gai9B-ST}kV
zHs~?urX05%KaA!4(}Xp;vv-;=aDHRL=OD(?<4g2SgzWH>Y2Ir9EUq;3Ef|qlmsZ&J
zcE75nVBZi7BN%On&*DBL&L<IxxtAOvE{nY@V$l2NYemlU^%Wbr{gHZ6r+e!n_Dr^x
zgnO=_zL*ZN)trSiK_*A_`mCp;BLU-_9VBbhpfg^BlS@xbLO!}c@>rqYq!>mv`?%#h
z9AKorn+=c_$FMa``(#`OrNknJSIrd{Crn0@=rBnQ@|h&moJ?ahZnF|X174p8QsA%X
z`h6+pL9S;K#`ExZ4Mr4Ku6UQj`U%EPYZ{VVjhP11kmDw(+;ADF>RKLb3tA|9T!DZn
zi$Vx816Z$`)C6q`@aPB&`99`(R23sv=6IJo!t%E_sx2+%h9=O+%JR!EzodUx#O$GI
zn9?s^pADugc*pdF51fG#zV@lp27hd@EQ7f3$*+g%A^iTxjZ&7=Eu#WB&<OV$j#4IM
z%v;oZHbF$XQ_v~tYvl0{W1eh9ZfvY^@tNIe3e_9avk##cB>-3(b*6}m1|G_1YPsnf
z5&gC}jQAK7LylJ#GelZ5Ir%qFdI|uialW5lp~BUWYu#;fE6;;v*^H;g2`dyLqPk@y
z+Kg&&rTQtN2Q7P6@-BzVq9!6(OzJu`J#(P`+oo_f4^tMf?T;|U+->|c|6Yi6_rn90
zZf<eRJU_ooN_up_8+&J8Z|=8(U)8pCKQeaL)ZGLIk0~#X1Cc}2_%qz)oija?I(3CX
z%)r?X(jLxkkbu?whZJao*?;jdl&qJbvFw`F{gH(v199Vy)5q#)loDGsbbeX(jplyh
zrsMy<iDY*EtOw|}Fvkhy>pC6Qo?&%tHuOORPvdsv%7yz69LR&{e(a?J7V?FMzpjjq
zthg?K3cO0QEi@U;&U;xKn8L%zGUgZTE{YQW99`r5WAV5OssGC)>!zbNfO*otPFXgx
zOI)}7S2>Zts`L7z27fKZAV?FEI@Q-U!mLldu}40Yv8T(2>g%m68q3HzsN^xo3^&h7
zU_ag?F>~b*t!ry3`5z_GXXMrIXf{P&?v?E9gi&7<3R}>u$rFCC{&@ZrOK$4%u+^X`
z9jCL}=Ckj@aJ(pgyu0$)jQk6GvH?ojL2iT!RkcLQJUWS{il&2OVGe-pU4qPTJ3l{+
z>R7^0vUOFJT8Z2DpV`p*2q;P(G}MlNma{Jo!m}r<A5B}GV$%h@vr)r_Ks*2BYdVl}
z1DnZ1l9{KzE!(zlfAL=n65``!>nRg`2)RtK2%(JAC~=OE5o}k1b>QeCEQF*fI+%mf
zUhDgG4|$Y5gf%f><u(RR0eeJ^91tcAF+P`hn*WjkGx^It@Yoq_74w@tI<n6rUb;aV
zJ`!?9SV+cb#V>3r<h%v*WyYCr-*8_s$9HpJ;N&{Tg#gM3m()k}4t69+xQ5f+ARS@!
zTNcs!FdE9x%G6~%LUl!KZEfj24N#vO`J?ol>MJ<p+<lT*>$Pcm)J!c70X?|=boSR@
zeWjsyCT2Z40v3O8>%qU-CK-(S@;bH5WB8d`E%{PeumZ)+lg}VW6&~Ir5p00y2D3ig
zDMDk*JuGJh^%bu@S2Xw0mk^TkcIy>9)~jF0cTc3<cbNm8D^9emwv~dIEQ)&~&J5o8
z)TByoJ9OeqLfc`kLk`)#?HwG9QX{jZ?Ytcil(P!|!1Q{_!{nw#-216JYTM$Dv9i`H
zy1yizyO%xs#+x>cROU2CLdey&_g?H9Q^u5!OrE=@f*3DR?P?^{n51FUKmt|>a&Cln
z(zzhpS!_}f+5Is)*Dd6mJc0hxByMMnf$Z~BR@Ehhj=o=|B5QD?f@L1V0r=K=Jd8|m
zh^Xj!3l<3ZM>lD2gt>2AIiUpe1IM!feH*|0a=^-kO>`;p*|yA&-G@7gm=v+y%$%$*
z*Kf858mXc~d}a&Yn!r4RZKz8jZXKhk^x}g8s(4Kof(>(o7TDX_k;R~n;thD8DOpkR
zxHS?sc^GLHZ&$>nV$Yb1;d?cA^4+H+)@X4$BKF=HRWZgy1*cJqqrWJmaGXIhBI(`w
zGVWZYpa|+LP<h9!uPx|F;^={ul{S_tD=rzp-SI5$uY)(O-^EY`DFDq`vPz`vjjH`0
zlXQxrX%n}jcJ6?bhGge)%MU2$wTl?@Yij?8*+Bg<G^q1HjDQ0T601XS9RYm`!@5x0
z6fZjA!+1EGadEaVHq2L}p2aVIyk9jq4cFYbBh;6&qnFa<@a{qG)ah>60*jn86MtEO
znBsn@*JdIcm~=JjdUNPC7Z>^!ZT_t9A$;Vs9xVaUh%bI{HR^!fWiR-3s6-wuJ3_9U
z(&`o!Cg+WNmPa%8bae0DbE$`9hH<Lks65a)9OVC)_9wP?k4iy1+rLmoZUp}?=EbwL
zm^X2BQ?vQz-ztQNA+4;w`@V0#HuS|Jv(J;C2b6M1L(~|4W>Fbb!`Nl9Y3LM*_PM2}
z2pySh20QQkpbGr`ZvW$Wmj~?N(yiWyo@&u?__Y7?ly=^m9jnsIfQi=rTT0&E?~>z5
zVc|axIscFOfJ@u*@<%wl^Uqy82)jS};Dd>~=CEIvp1@U+0CTZuJAMJ{`|PcJxM9WZ
zHzt=peLBkAp(<bO@Mn3KlBcONKOq`o>i5f|CG1&cA$4tge89qvu=R{u6k{m5mp+Ir
z>*C`j;10RB1CO4&PM<Vr=0-Zd;h+`H=eK$79BJRdNNB5}VFZ%8goix#`wIzNtZhdI
z(A-Vi-7%)*d|=Vk2#~SR()u)opu%v0EP}BZu>0KQFmH>tWK8z0(i^Gm^VP}^3vmI%
z(!Q;o+E3)Y_A3U_r3;$lsrz&8HH#Mw`VcpsT1-}^<JVrzJW6WK0a5tw!*Tn`#-zDY
z1K7Z{tRMe%_|BQDSDglJ^A9E68MPjT=OKI>yWT36+cCvkTcg=O@bP2L`MW(w6lXT)
z4Wv>Taz3sjV{v<DbNJ>F57ca+@i@PC;KmFNv$|o!&Tn(u-5TBv3h#TQ7=hEb<2>I#
zCapudCJGaq2cO^O@SRiAGj~>Lv~39%86nN*XgD0cKcA_AAv-Q0aFXsPy_$DH76XOy
zG8LOBL-b~#je8uPTAnbeAZ-uJ=-F6h*11>U@o51c_rEj1&O@AEXj5AZNTY6#y7*=f
zHo#_77;21dZu=R$40G@W?egnQC>we8J1W+6anHBj`hM`)wEBzeJf?iobRQeg98m^s
zBqeqhyv|2s9`)J`$eVj*yZ5y&TUVO{A9TJEgfG(37qchFr2N%8a(M?2g42BkOR6WF
z)n{kKk?^`lr!@cePBON*zRU8y{AbX2{>2_V@u6f{a&X0QZqqxBJ^+IU-E%O~ue^jo
z`FOW=izYG>&iqCuWs*1-Y^K*5FWHFz=;F5b1~7#>JY#oww*rkh0W-Uu-6n5Q#`Xt(
znGa^n{@@5DNV2aj3_<di(}_Lpq-+{~=Kjkx2dcKx?0VKiZPXTcB%dO6@kk1KYviza
zzk=<`d9p(|nfsb^zUcqa%>Ho~`o!7gUK!D=N09Sk=kxQsFLckmIWp5P{>Dg%Vx{>0
za@2cv8@vBR|9hSuk3GB_j70L|J1Ym;O{+djBsVneQ?bBNdG(s3N92#b*8z_-G(DvG
zgO5OS<UTr+c?Qa1p!@F^E6runM}r21auT_xT~3{RalqTF$_pD8C+x~j%j1kN=RgDd
z1A#>C^@~Gkcl0l@#O-hB)a#Mjy*V@PFTmiY_pXp%n{!SSXPk1&^s8MvesMvimuo@z
zrmXMI$G-c=DWZA%55Y$6qam&!cbi6*ukJbr)d7edqbnwN9-1Cf(((M#2Y9x4Ke)@3
zshg2KVgujnvP3z+HFF@s*-?d%eu@^S?nz7GL+8{v&IuKYP=2Old!+lSs)$vi`&QCs
z8eK|h+VuUH_NPKK!#;8O=gd}5b;$wOfgklBF8T5dkl)$)QOl3pdpGzz>g8L{e!5ne
z>7D8P0}CMZTJEB8xE;z-D7T3E20naj@3WD9-51THDIn)LQMA=E1KQKfBs-&Qo$Mz2
zGr;5taeV72F9JdaIY$^MH@pack}P==yZJN6EP6@N45JD!4M+(H2<V-iT{?CAy0F(K
z*0+7X)7kpVbd~m>S|=MdN(ftdlhbkm1`KbvNI<A(&S7_ZWZb3GXP(rt<B_*RgX1Re
z^4_&OtYk%=KaKlyk&TMq+0ffG=jZm`mEZaVBaSuaP*L1jGR72jybB(E*CJ1ptf(v-
zCvJ&*kuq^_^D^?vM-7e#UwYWZelWR;<5^IE?qTX#C7%30RUnQ_J}l&5pWkLqC~->t
zj4a#nZ073q9@!*;r_arB=pb#ZTY=_Wq|D1q8)$-P?|4>~{oJrH=V{sJ#fL{aFvKK>
zexCn*qL@Y}8jNJ#OP=L!bw1Hy1*9gd#vhe(#2yV9msuXp1k(}Y%Py2TUc^|`$BANe
zclg*xmYibEi`Cg9Rkwti<}3;rO~S3)=Tn54>pgz+n0gj};DLm!i;KRcU<7LImQ@j)
zLGITGUDcc&Ae{GzLs2JYL!pex3o0AuT)X31xJ8=bd+X!ifhp7);%@~GOUK(-s>PHd
zLBNa#Y7>or%@7f*4A7~jady=%cDRuCCfO&|BpxJn*q(>rgc!UX(@!y>MU)cY;<1qA
zEswe3oRdZFF&>u%>T@!M7p`Cq%SlQve76S0Jf?|xtnhT@auD$0l{u{|&&{Vl)eXlV
z<U4~+<SrVO64EJl!s~EGaVNPjKhp;%BMO{3i_7WSpSyMI1J4$)>QWxEU*yPjw~T$|
zOdIcXQpnnmNq)t9R)K<fdE}TpkcIH`$Y$rn*j)|}y0Pn7pDmruAAIKQoDx;=LFKd0
zpdRF=u5o-pxzV_aM@>`mfI1u)*?qsFc<u&$r6C=yVgDO@tYDez8ct#6Y?=*?Ug`GJ
zKYs(vTyWUGik2z6j6BU3$NX~sv3Yan{!H5Js0v(DT}BljNR`nTB##+H0P}pp!}6G`
zF~M$JF!*U3O&4WPUOfzw2EKLk5+#G3arK1BWxYGAWuddlkbLG0TA>fGn!9i9+^We_
za&n0&86)2${YInpRB#9z5n;TRcftRAP0Iz#yAs(|=6b2AsirW`8GTXV)3r41BWlQL
zond1?Wwt@nB3CRiA7?CQb~OwaNo|d9v}=n5Ypg;7N$dPst-*32PaL9F0DyKknkC8k
zwL{KiILUgIyvp;DlPcd(w_yt_kBnBcFwv^HF&Ro~4Ya7-`+-E8l=mKYiS-VpAUsG;
zFQvB0B6uaw7^d18^GsNKa*90PB%m_4<BDMf-L*x_*J}P>5r|MbT0)9kWXh0{R8|*&
zsSwDoUh50>+vyCm(SN2`5*ynnp{~W~g{o=mh7B7Ik2|dq-Kv&NPpJMy;j!~wQJY+I
z1G_q?U<?(^EZ2*b(!g+i8MJc3XN-gS-=J0RQS7xX7Ef`ht?9b$6+*yyb1iD>28xMX
z@?5!~a*vZge`R12Y9OSLBUKaO7Q=<=J+Qjb2mx51@1}R9Js!>+crWto=$C#gj<EDt
zpp;qT)m}2hXogEjDIqk`d&<mFqqYI=J<1;$JKKv;I2yCK{)e+P`<V{qG`ixHlI|pW
zhg0_T>eWk^Ld`zvm+LNd5P|*D<JPhtPyy+hg?;!Qqh`Cj5ls?8qdsZ#<e;pgood|F
zxwzlyg&v<%0yDsGkc0-#L$8!$5O5H*-&}r$F_8x-@~^~&)F;=<fP^srLR?x3nV-61
zS2y(H7SsLsDf0|yAqa%{RBKP%{QY-GKh)QG*mSEHMMDB5<rr$W-esSE{`o=FUv?JV
zPe4KgYjFHgG!R?}WkR4yG0^lht^iW<b^sCeA~3)mhNKW?_fa(Pt9;7*?|Spi<!&W<
zh|ogpt6<}~;YuRbksPHtY|ThE>s<H#h2e3B;D+sEoll3AMFT+~h%igC#DfSz-2Fe6
zG)<+K#K@2mLDo%(c4a-pU#d{zWN@!@eNzz(;~z*<l*DccY`A>sk|o!;M?Ch@lyMb%
zIk#@PM+-lrn3m0r?D0ghkOMIu9ZWXWK;`>XWW1sIK~n4BO=Q#xM5L#zH#aRdmcRmt
z#PEYPwvMuO|NX2Zf=qQ0X768>=KSjSH{9N4a*v5W{==fcCaDqD(PHG}UdRmj%0RSR
z43_C#eTo9tg<7`tmF-oeO5W#O8c~Tfs4CJ-&#9uT23K)^IqEYkJ>=yOYiNBp2(@Hb
zflaKPkUf{>xWI7Jwnh^!5S07g)o-v$QXk9f9P<D?L>{MqCcu^IY(ji@jPdZZxE5hi
zKlPh#J#uV@tOKg@$1>L`wa2V$t`PE$erSO}11_zx_G$u$PzrCsJVDZZ`UesmSmmZJ
zYyN&yET10m9}APH>QeN-jha*~ysG~vv5-#K^B?BF`v1ufQ!8IcxKP`FTk4rD`u4_w
MpMG?>|M)Nd2Y2><SO5S3

literal 0
HcmV?d00001

diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
new file mode 100644
index 000000000000..727adb210ab9
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
@@ -0,0 +1,115 @@
+# ------------------------------------
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+# ------------------------------------
+
+"""
+DESCRIPTION:
+    This sample demonstrates how to use basic agent operations using image file input for the
+    the Azure Agents service using a synchronous client.
+
+USAGE:
+    python sample_agents_image_input_file.py
+
+    Before running the sample:
+
+    pip install azure-ai-projects azure-identity
+
+    Set these environment variables with your own values:
+    1) PROJECT_CONNECTION_STRING - The project connection string, as found in the overview page of your
+       Azure AI Foundry project.
+    2) MODEL_DEPLOYMENT_NAME - The deployment name of the AI model, as found under the "Name" column in 
+       the "Models + endpoints" tab in your Azure AI Foundry project.
+"""
+
+import os, time, base64
+from typing import List, Dict, Any
+from azure.ai.projects import AIProjectClient
+from azure.identity import DefaultAzureCredential
+from azure.ai.projects.models import MessageTextContent
+
+
+def image_to_base64(image_path: str) -> str:
+    """
+    Convert an image file to a Base64-encoded string.
+
+    :param image_path: The path to the image file (e.g. 'image_file.png')
+    :return: A Base64-encoded string representing the image.
+    :raises FileNotFoundError: If the provided file path does not exist.
+    :raises OSError: If there's an error reading the file.
+    """
+    if not os.path.isfile(image_path):
+        raise FileNotFoundError(f"File not found at: {image_path}")
+
+    try:
+        with open(image_path, "rb") as image_file:
+            file_data = image_file.read()
+        return base64.b64encode(file_data).decode("utf-8")
+    except Exception as exc:
+        raise OSError(f"Error reading file '{image_path}'") from exc
+
+
+# [START create_project_client]
+project_client = AIProjectClient.from_connection_string(
+    credential=DefaultAzureCredential(),
+    conn_str=os.environ["PROJECT_CONNECTION_STRING"],
+)
+# [END create_project_client]
+
+with project_client:
+
+    # [START create_agent]
+    agent = project_client.agents.create_agent(
+        model=os.environ["MODEL_DEPLOYMENT_NAME"],
+        name="my-assistant",
+        instructions="You are helpful assistant",
+    )
+    # [END create_agent]
+    print(f"Created agent, agent ID: {agent.id}")
+
+    # [START create_thread]
+    thread = project_client.agents.create_thread()
+    # [END create_thread]
+    print(f"Created thread, thread ID: {thread.id}")
+
+    # [START create_message]   
+    image_base64 = image_to_base64("image_file.png")
+    img_str = f"data:image/png;base64,{image_base64}"
+    input_message = "Hello, what is in the image ?"
+    content: List[Dict[str, Any]] = []
+    content = [{"type": "text", "text": input_message}]
+    content.append({
+        "type": "image_url",
+        "image_url": {"url": img_str, "detail": "high"}
+    })
+
+    message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content)
+    # [END create_message]
+    print(f"Created message, message ID: {message.id}")
+
+    # [START create_run]
+    run = project_client.agents.create_run(thread_id=thread.id, agent_id=agent.id)
+
+    # Poll the run as long as run status is queued or in progress
+    while run.status in ["queued", "in_progress", "requires_action"]:
+        # Wait for a second
+        time.sleep(1)
+        run = project_client.agents.get_run(thread_id=thread.id, run_id=run.id)
+        # [END create_run]
+        print(f"Run status: {run.status}")
+
+    project_client.agents.delete_agent(agent.id)
+    print("Deleted agent")
+
+    # [START list_messages]
+    messages = project_client.agents.list_messages(thread_id=thread.id)
+
+    # The messages are following in the reverse order,
+    # we will iterate them and output only text contents.
+    for data_point in reversed(messages.data):
+        last_message_content = data_point.content[-1]
+        if isinstance(last_message_content, MessageTextContent):
+            print(f"{data_point.role}: {last_message_content.text.value}")
+
+    # [END list_messages]
+    print(f"Messages: {messages}")
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
new file mode 100644
index 000000000000..1a970d2cd421
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
@@ -0,0 +1,98 @@
+# ------------------------------------
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+# ------------------------------------
+
+"""
+DESCRIPTION:
+    This sample demonstrates how to use basic agent operations using image file input for the
+    the Azure Agents service using a synchronous client.
+
+USAGE:
+    python sample_agents_image_input_file.py
+
+    Before running the sample:
+
+    pip install azure-ai-projects azure-identity
+
+    Set these environment variables with your own values:
+    1) PROJECT_CONNECTION_STRING - The project connection string, as found in the overview page of your
+       Azure AI Foundry project.
+    2) MODEL_DEPLOYMENT_NAME - The deployment name of the AI model, as found under the "Name" column in 
+       the "Models + endpoints" tab in your Azure AI Foundry project.
+"""
+
+import os, time
+from typing import List, Dict, Any
+from azure.ai.projects import AIProjectClient
+from azure.identity import DefaultAzureCredential
+from azure.ai.projects.models import MessageTextContent
+
+
+# [START create_project_client]
+project_client = AIProjectClient.from_connection_string(
+    credential=DefaultAzureCredential(),
+    conn_str=os.environ["PROJECT_CONNECTION_STRING"],
+)
+# [END create_project_client]
+
+with project_client:
+
+    # [START create_agent]
+    agent = project_client.agents.create_agent(
+        model=os.environ["MODEL_DEPLOYMENT_NAME"],
+        name="my-assistant",
+        instructions="You are helpful assistant",
+    )
+    # [END create_agent]
+    print(f"Created agent, agent ID: {agent.id}")
+
+    # [START create_thread]
+    thread = project_client.agents.create_thread()
+    # [END create_thread]
+    print(f"Created thread, thread ID: {thread.id}")
+
+    # [START create_message]
+    image_file = project_client.agents.upload_file_and_poll(file_path="image_file.png", purpose="assistants")
+    print(f"Uploaded file, file ID: {image_file.id}")
+    input_message = "Hello, what is in the image ?"
+    content: List[Dict[str, Any]] = []
+    content = [{"type": "text", "text": input_message}]
+    content.append({
+        "type": "image_file",
+        "image_file": {
+            "file_id": image_file.id,
+            "detail": "high"
+        }
+    })
+
+    message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content)
+    # [END create_message]
+    print(f"Created message, message ID: {message.id}")
+
+    # [START create_run]
+    run = project_client.agents.create_run(thread_id=thread.id, agent_id=agent.id)
+
+    # Poll the run as long as run status is queued or in progress
+    while run.status in ["queued", "in_progress", "requires_action"]:
+        # Wait for a second
+        time.sleep(1)
+        run = project_client.agents.get_run(thread_id=thread.id, run_id=run.id)
+        # [END create_run]
+        print(f"Run status: {run.status}")
+
+    project_client.agents.delete_agent(agent.id)
+    print("Deleted agent")
+
+    # [START list_messages]
+    messages = project_client.agents.list_messages(thread_id=thread.id)
+
+    # The messages are following in the reverse order,
+    # we will iterate them and output only text contents.
+    for data_point in reversed(messages.data):
+        last_message_content = data_point.content[-1]
+        if isinstance(last_message_content, MessageTextContent):
+            print(f"{data_point.role}: {last_message_content.text.value}")
+
+    # [END list_messages]
+    print(f"Messages: {messages}")
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
new file mode 100644
index 000000000000..1f17cdaa2d64
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
@@ -0,0 +1,93 @@
+# ------------------------------------
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+# ------------------------------------
+
+"""
+DESCRIPTION:
+    This sample demonstrates how to use basic agent operations using image url input for the
+    the Azure Agents service using a synchronous client.
+
+USAGE:
+    python sample_agents_image_input_url.py
+
+    Before running the sample:
+
+    pip install azure-ai-projects azure-identity
+
+    Set these environment variables with your own values:
+    1) PROJECT_CONNECTION_STRING - The project connection string, as found in the overview page of your
+       Azure AI Foundry project.
+    2) MODEL_DEPLOYMENT_NAME - The deployment name of the AI model, as found under the "Name" column in 
+       the "Models + endpoints" tab in your Azure AI Foundry project.
+"""
+
+import os, time
+from typing import List, Dict, Any
+from azure.ai.projects import AIProjectClient
+from azure.identity import DefaultAzureCredential
+from azure.ai.projects.models import MessageTextContent
+
+
+# [START create_project_client]
+project_client = AIProjectClient.from_connection_string(
+    credential=DefaultAzureCredential(),
+    conn_str=os.environ["PROJECT_CONNECTION_STRING"],
+)
+# [END create_project_client]
+
+with project_client:
+
+    # [START create_agent]
+    agent = project_client.agents.create_agent(
+        model=os.environ["MODEL_DEPLOYMENT_NAME"],
+        name="my-assistant",
+        instructions="You are helpful assistant",
+    )
+    # [END create_agent]
+    print(f"Created agent, agent ID: {agent.id}")
+
+    # [START create_thread]
+    thread = project_client.agents.create_thread()
+    # [END create_thread]
+    print(f"Created thread, thread ID: {thread.id}")
+
+    # [START create_message]
+    image_url = "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+    input_message = "Hello, what is in the image ?"
+    content: List[Dict[str, Any]] = []
+    content = [{"type": "text", "text": input_message}]
+    content.append({
+        "type": "image_url",
+        "image_url": {"url": image_url, "detail": "high"}
+    })
+    message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content)
+    # [END create_message]
+    print(f"Created message, message ID: {message.id}")
+
+    # [START create_run]
+    run = project_client.agents.create_run(thread_id=thread.id, agent_id=agent.id)
+
+    # Poll the run as long as run status is queued or in progress
+    while run.status in ["queued", "in_progress", "requires_action"]:
+        # Wait for a second
+        time.sleep(1)
+        run = project_client.agents.get_run(thread_id=thread.id, run_id=run.id)
+        # [END create_run]
+        print(f"Run status: {run.status}")
+
+    project_client.agents.delete_agent(agent.id)
+    print("Deleted agent")
+
+    # [START list_messages]
+    messages = project_client.agents.list_messages(thread_id=thread.id)
+
+    # The messages are following in the reverse order,
+    # we will iterate them and output only text contents.
+    for data_point in reversed(messages.data):
+        last_message_content = data_point.content[-1]
+        if isinstance(last_message_content, MessageTextContent):
+            print(f"{data_point.role}: {last_message_content.text.value}")
+
+    # [END list_messages]
+    print(f"Messages: {messages}")

From 93472a39d33d9e3ebb7c8361a572dfe4a63c7d23 Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Mon, 7 Apr 2025 11:07:27 -0700
Subject: [PATCH 02/15] update

---
 .../samples/agents/sample_agents_image_input_base64.py           | 1 -
 .../samples/agents/sample_agents_image_input_file.py             | 1 -
 2 files changed, 2 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
index 727adb210ab9..0bd58a59ec6c 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
@@ -82,7 +82,6 @@ def image_to_base64(image_path: str) -> str:
         "type": "image_url",
         "image_url": {"url": img_str, "detail": "high"}
     })
-
     message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content)
     # [END create_message]
     print(f"Created message, message ID: {message.id}")
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
index 1a970d2cd421..408d1b6c9269 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
@@ -65,7 +65,6 @@
             "detail": "high"
         }
     })
-
     message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content)
     # [END create_message]
     print(f"Created message, message ID: {message.id}")

From dc613a1ac64f4037835db2be2f5b0662c1fda116 Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Mon, 7 Apr 2025 17:19:06 -0700
Subject: [PATCH 03/15] add image input support

---
 .../azure-ai-projects/apiview-properties.json |   9 +-
 .../azure/ai/projects/_types.py               |   3 +-
 .../ai/projects/aio/operations/_operations.py |  57 ++--
 .../azure/ai/projects/models/__init__.py      |  18 +-
 .../azure/ai/projects/models/_enums.py        |  26 ++
 .../azure/ai/projects/models/_models.py       | 318 +++++++++++++-----
 .../azure/ai/projects/models/_patch.py        |  26 +-
 .../ai/projects/operations/_operations.py     |  62 ++--
 .../sample_agents_image_input_base64.py       |  15 +-
 .../agents/sample_agents_image_input_file.py  |  16 +-
 .../agents/sample_agents_image_input_url.py   |  14 +-
 .../samples/agents/sample_agents_openapi.py   |  11 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |   2 +-
 13 files changed, 391 insertions(+), 186 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/apiview-properties.json b/sdk/ai/azure-ai-projects/apiview-properties.json
index b19333997594..089c420634c3 100644
--- a/sdk/ai/azure-ai-projects/apiview-properties.json
+++ b/sdk/ai/azure-ai-projects/apiview-properties.json
@@ -44,6 +44,7 @@
         "azure.ai.projects.models.MAASModelConfig": "Azure.AI.Projects.MAASModelConfig",
         "azure.ai.projects.models.MessageAttachment": "Azure.AI.Projects.Agents.MessageAttachment",
         "azure.ai.projects.models.MessageContent": "Azure.AI.Projects.Agents.MessageContent",
+        "azure.ai.projects.models.MessageContentBlockInput": "Azure.AI.Projects.Agents.MessageContentBlockInput",
         "azure.ai.projects.models.MessageDelta": "Azure.AI.Projects.Agents.MessageDelta",
         "azure.ai.projects.models.MessageDeltaChunk": "Azure.AI.Projects.Agents.MessageDeltaChunk",
         "azure.ai.projects.models.MessageDeltaContent": "Azure.AI.Projects.Agents.MessageDeltaContent",
@@ -58,10 +59,15 @@
         "azure.ai.projects.models.MessageDeltaTextFilePathAnnotationObject": "Azure.AI.Projects.Agents.MessageDeltaTextFilePathAnnotationObject",
         "azure.ai.projects.models.MessageDeltaTextUrlCitationAnnotation": "Azure.AI.Projects.Agents.MessageDeltaTextUrlCitationAnnotation",
         "azure.ai.projects.models.MessageDeltaTextUrlCitationDetails": "Azure.AI.Projects.Agents.MessageDeltaTextUrlCitationDetails",
+        "azure.ai.projects.models.MessageImageFileBlockInput": "Azure.AI.Projects.Agents.MessageImageFileBlockInput",
         "azure.ai.projects.models.MessageImageFileContent": "Azure.AI.Projects.Agents.MessageImageFileContent",
         "azure.ai.projects.models.MessageImageFileDetails": "Azure.AI.Projects.Agents.MessageImageFileDetails",
+        "azure.ai.projects.models.MessageImageFileParam": "Azure.AI.Projects.Agents.MessageImageFileParam",
+        "azure.ai.projects.models.MessageImageUrlBlockInput": "Azure.AI.Projects.Agents.MessageImageUrlBlockInput",
+        "azure.ai.projects.models.MessageImageUrlParam": "Azure.AI.Projects.Agents.MessageImageUrlParam",
         "azure.ai.projects.models.MessageIncompleteDetails": "Azure.AI.Projects.Agents.MessageIncompleteDetails",
         "azure.ai.projects.models.MessageTextAnnotation": "Azure.AI.Projects.Agents.MessageTextAnnotation",
+        "azure.ai.projects.models.MessageTextBlockInput": "Azure.AI.Projects.Agents.MessageTextBlockInput",
         "azure.ai.projects.models.MessageTextContent": "Azure.AI.Projects.Agents.MessageTextContent",
         "azure.ai.projects.models.MessageTextDetails": "Azure.AI.Projects.Agents.MessageTextDetails",
         "azure.ai.projects.models.MessageTextFileCitationAnnotation": "Azure.AI.Projects.Agents.MessageTextFileCitationAnnotation",
@@ -155,7 +161,6 @@
         "azure.ai.projects.models.UpdateCodeInterpreterToolResourceOptions": "Azure.AI.Projects.Agents.UpdateCodeInterpreterToolResourceOptions",
         "azure.ai.projects.models.UpdateFileSearchToolResourceOptions": "Azure.AI.Projects.Agents.UpdateFileSearchToolResourceOptions",
         "azure.ai.projects.models.UpdateToolResourcesOptions": "Azure.AI.Projects.Agents.UpdateToolResourcesOptions",
-        "azure.ai.projects.models.UploadFileRequest": "Azure.AI.Projects.Agents.uploadFile.Request.anonymous",
         "azure.ai.projects.models.VectorStore": "Azure.AI.Projects.Agents.VectorStore",
         "azure.ai.projects.models.VectorStoreChunkingStrategyRequest": "Azure.AI.Projects.Agents.VectorStoreChunkingStrategyRequest",
         "azure.ai.projects.models.VectorStoreAutoChunkingStrategyRequest": "Azure.AI.Projects.Agents.VectorStoreAutoChunkingStrategyRequest",
@@ -181,6 +186,8 @@
         "azure.ai.projects.models.ResponseFormat": "Azure.AI.Projects.Agents.ResponseFormat",
         "azure.ai.projects.models.ListSortOrder": "Azure.AI.Projects.Agents.ListSortOrder",
         "azure.ai.projects.models.MessageRole": "Azure.AI.Projects.Agents.MessageRole",
+        "azure.ai.projects.models.MessageBlockType": "Azure.AI.Projects.Agents.MessageBlockType",
+        "azure.ai.projects.models.ImageDetailLevel": "Azure.AI.Projects.Agents.ImageDetailLevel",
         "azure.ai.projects.models.MessageStatus": "Azure.AI.Projects.Agents.MessageStatus",
         "azure.ai.projects.models.MessageIncompleteDetailsReason": "Azure.AI.Projects.Agents.MessageIncompleteDetailsReason",
         "azure.ai.projects.models.RunStatus": "Azure.AI.Projects.Agents.RunStatus",
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/_types.py b/sdk/ai/azure-ai-projects/azure/ai/projects/_types.py
index 1c059e5809cc..06ccd271e7f3 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/_types.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/_types.py
@@ -6,7 +6,7 @@
 # Changes may cause incorrect behavior and will be lost if the code is regenerated.
 # --------------------------------------------------------------------------
 
-from typing import TYPE_CHECKING, Union
+from typing import List, TYPE_CHECKING, Union
 
 if TYPE_CHECKING:
     from . import models as _models
@@ -17,5 +17,6 @@
     "_models.AgentsApiResponseFormat",
     "_models.ResponseFormatJsonSchemaType",
 ]
+CreateMessageContent = Union[str, List["_models.MessageContentBlockInput"]]
 MessageAttachmentToolDefinition = Union["_models.CodeInterpreterToolDefinition", "_models.FileSearchToolDefinition"]
 AgentsApiToolChoiceOption = Union[str, str, "_models.AgentsApiToolChoiceOptionMode", "_models.AgentsNamedToolChoice"]
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
index ef48b4456527..ee556cfc9779 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
@@ -1347,7 +1347,7 @@ async def create_message(
         thread_id: str,
         *,
         role: Union[str, _models.MessageRole],
-        content: str,
+        content: "_types.CreateMessageContent",
         content_type: str = "application/json",
         attachments: Optional[List[_models.MessageAttachment]] = None,
         metadata: Optional[Dict[str, str]] = None,
@@ -1359,17 +1359,18 @@ async def create_message(
         :type thread_id: str
         :keyword role: The role of the entity that is creating the message. Allowed values include:
 
-
-         * ``user``\\ : Indicates the message is sent by an actual user and should be used in most
-           cases to represent user-generated messages.
-         * ``assistant``\\ : Indicates the message is generated by the agent. Use this value to insert
-           messages from the agent into the
-           conversation. Known values are: "user" and "assistant". Required.
+         * `user`: Indicates the message is sent by an actual user and should be used in most
+         cases to represent user-generated messages.
+         * `assistant`: Indicates the message is generated by the agent. Use this value to insert
+         messages from the agent into the
+         conversation. Known values are: "user" and "assistant". Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
-        :keyword content: The textual content of the initial message. Currently, robust input including
-         images and annotated text may only be provided via
-         a separate call to the create message API. Required.
-        :paramtype content: str
+        :keyword content: The content of the initial message. This may be:
+
+         * A basic string, if you only need text, or
+         * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
+         or a [MessageContentBlockInput] type. Required.
+        :paramtype content: str or list[~azure.ai.projects.models.MessageContentBlockInput]
         :keyword content_type: Body Parameter content-type. Content type parameter for JSON body.
          Default value is "application/json".
         :paramtype content_type: str
@@ -1429,7 +1430,7 @@ async def create_message(
         body: Union[JSON, IO[bytes]] = _Unset,
         *,
         role: Union[str, _models.MessageRole] = _Unset,
-        content: str = _Unset,
+        content: "_types.CreateMessageContent" = _Unset,
         attachments: Optional[List[_models.MessageAttachment]] = None,
         metadata: Optional[Dict[str, str]] = None,
         **kwargs: Any
@@ -1442,16 +1443,18 @@ async def create_message(
         :type body: JSON or IO[bytes]
         :keyword role: The role of the entity that is creating the message. Allowed values include:
 
-         * ``user``\\ : Indicates the message is sent by an actual user and should be used in most
-           cases to represent user-generated messages.
-         * ``assistant``\\ : Indicates the message is generated by the agent. Use this value to insert
-           messages from the agent into the
-           conversation. Known values are: "user" and "assistant". Required.
+         * `user`: Indicates the message is sent by an actual user and should be used in most
+         cases to represent user-generated messages.
+         * `assistant`: Indicates the message is generated by the agent. Use this value to insert
+         messages from the agent into the
+         conversation. Known values are: "user" and "assistant". Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
-        :keyword content: The textual content of the initial message. Currently, robust input including
-         images and annotated text may only be provided via
-         a separate call to the create message API. Required.
-        :paramtype content: str
+        :keyword content: The content of the initial message. This may be:
+
+         * A basic string, if you only need text, or
+         * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
+         or a [MessageContentBlockInput] type. Required.
+        :paramtype content: str or list[~azure.ai.projects.models.MessageContentBlockInput]
         :keyword attachments: A list of files attached to the message, and the tools they should be
          added to. Default value is None.
         :paramtype attachments: list[~azure.ai.projects.models.MessageAttachment]
@@ -3540,12 +3543,16 @@ async def upload_file(
             params=_params,
         )
         path_format_arguments = {
-            "endpoint": self._serialize.url("self._config.endpoint", self._config.endpoint, "str"),
-            "subscriptionId": self._serialize.url("self._config.subscription_id", self._config.subscription_id, "str"),
+            "endpoint": self._serialize.url("self._config.endpoint", self._config.endpoint, "str", skip_quote=True),
+            "subscriptionId": self._serialize.url(
+                "self._config.subscription_id", self._config.subscription_id, "str", skip_quote=True
+            ),
             "resourceGroupName": self._serialize.url(
-                "self._config.resource_group_name", self._config.resource_group_name, "str"
+                "self._config.resource_group_name", self._config.resource_group_name, "str", skip_quote=True
+            ),
+            "projectName": self._serialize.url(
+                "self._config.project_name", self._config.project_name, "str", skip_quote=True
             ),
-            "projectName": self._serialize.url("self._config.project_name", self._config.project_name, "str"),
         }
         _request.url = self._client.format_url(_request.url, **path_format_arguments)
 
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py
index a3e6b9287cd0..41aa5d93f676 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py
@@ -54,6 +54,7 @@
     MAASModelConfig,
     MessageAttachment,
     MessageContent,
+    MessageContentBlockInput,
     MessageDelta,
     MessageDeltaChunk,
     MessageDeltaContent,
@@ -68,10 +69,15 @@
     MessageDeltaTextFilePathAnnotationObject,
     MessageDeltaTextUrlCitationAnnotation,
     MessageDeltaTextUrlCitationDetails,
+    MessageImageFileBlockInput,
     MessageImageFileContent,
     MessageImageFileDetails,
+    MessageImageFileParam,
+    MessageImageUrlBlockInput,
+    MessageImageUrlParam,
     MessageIncompleteDetails,
     MessageTextAnnotation,
+    MessageTextBlockInput,
     MessageTextContent,
     MessageTextDetails,
     MessageTextFileCitationAnnotation,
@@ -168,7 +174,6 @@
     UpdateCodeInterpreterToolResourceOptions,
     UpdateFileSearchToolResourceOptions,
     UpdateToolResourcesOptions,
-    UploadFileRequest,
     VectorStore,
     VectorStoreAutoChunkingStrategyRequest,
     VectorStoreAutoChunkingStrategyResponse,
@@ -202,8 +207,10 @@
     FilePurpose,
     FileState,
     Frequency,
+    ImageDetailLevel,
     IncompleteDetailsReason,
     ListSortOrder,
+    MessageBlockType,
     MessageIncompleteDetailsReason,
     MessageRole,
     MessageStatus,
@@ -275,6 +282,7 @@
     "MAASModelConfig",
     "MessageAttachment",
     "MessageContent",
+    "MessageContentBlockInput",
     "MessageDelta",
     "MessageDeltaChunk",
     "MessageDeltaContent",
@@ -289,10 +297,15 @@
     "MessageDeltaTextFilePathAnnotationObject",
     "MessageDeltaTextUrlCitationAnnotation",
     "MessageDeltaTextUrlCitationDetails",
+    "MessageImageFileBlockInput",
     "MessageImageFileContent",
     "MessageImageFileDetails",
+    "MessageImageFileParam",
+    "MessageImageUrlBlockInput",
+    "MessageImageUrlParam",
     "MessageIncompleteDetails",
     "MessageTextAnnotation",
+    "MessageTextBlockInput",
     "MessageTextContent",
     "MessageTextDetails",
     "MessageTextFileCitationAnnotation",
@@ -389,7 +402,6 @@
     "UpdateCodeInterpreterToolResourceOptions",
     "UpdateFileSearchToolResourceOptions",
     "UpdateToolResourcesOptions",
-    "UploadFileRequest",
     "VectorStore",
     "VectorStoreAutoChunkingStrategyRequest",
     "VectorStoreAutoChunkingStrategyResponse",
@@ -420,8 +432,10 @@
     "FilePurpose",
     "FileState",
     "Frequency",
+    "ImageDetailLevel",
     "IncompleteDetailsReason",
     "ListSortOrder",
+    "MessageBlockType",
     "MessageIncompleteDetailsReason",
     "MessageRole",
     "MessageStatus",
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py
index 9e780544fea8..177dfb8ba0cd 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py
@@ -251,6 +251,19 @@ class Frequency(str, Enum, metaclass=CaseInsensitiveEnumMeta):
     MINUTE = "Minute"
 
 
+class ImageDetailLevel(str, Enum, metaclass=CaseInsensitiveEnumMeta):
+    """Represents an open union for the image detail level: 'auto', 'low', 'high', or an unknown
+    string.
+    """
+
+    AUTO = "auto"
+    """Automatic or default level of detail."""
+    LOW = "low"
+    """Low detail: uses fewer tokens."""
+    HIGH = "high"
+    """High detail: uses more tokens (including potentially more cost)."""
+
+
 class IncompleteDetailsReason(str, Enum, metaclass=CaseInsensitiveEnumMeta):
     """The reason why the run is incomplete. This will point to which specific token limit was reached
     over the course of the run.
@@ -271,6 +284,19 @@ class ListSortOrder(str, Enum, metaclass=CaseInsensitiveEnumMeta):
     """Specifies a descending sort order."""
 
 
+class MessageBlockType(str, Enum, metaclass=CaseInsensitiveEnumMeta):
+    """For the block's 'type' property, we define an open union with a fallback string to satisfy the
+    no-string-discriminator rule.
+    """
+
+    TEXT = "text"
+    """A text content block."""
+    IMAGE_FILE = "image_file"
+    """An internally uploaded image file."""
+    IMAGE_URL = "image_url"
+    """An externally hosted image URL."""
+
+
 class MessageIncompleteDetailsReason(str, Enum, metaclass=CaseInsensitiveEnumMeta):
     """A set of reasons describing why a message is marked as incomplete."""
 
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
index 8d8ceb0c68e8..e876c88e2078 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
@@ -13,9 +13,9 @@
 
 from .. import _model_base
 from .._model_base import rest_discriminator, rest_field
-from .._vendor import FileType
 from ._enums import (
     AuthenticationType,
+    MessageBlockType,
     OpenApiAuthType,
     RunStepType,
     VectorStoreChunkingStrategyRequestType,
@@ -224,7 +224,7 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
 class AgentsNamedToolChoice(_model_base.Model):
     """Specifies a tool the model should use. Use to force the model to call a specific tool.
 
-    :ivar type: the type of tool. If type is ``function``\\, the function name must be set. Required.
+    :ivar type: the type of tool. If type is ``function``, the function name must be set. Required.
      Known values are: "function", "code_interpreter", "file_search", "bing_grounding",
      "fabric_dataagent", "sharepoint_grounding", "azure_ai_search", and "bing_custom_search".
     :vartype type: str or ~azure.ai.projects.models.AgentsNamedToolChoiceType
@@ -235,7 +235,7 @@ class AgentsNamedToolChoice(_model_base.Model):
     type: Union[str, "_models.AgentsNamedToolChoiceType"] = rest_field(
         visibility=["read", "create", "update", "delete", "query"]
     )
-    """the type of tool. If type is \"function\" , the function name must be set. Required. Known
+    """the type of tool. If type is ``function``, the function name must be set. Required. Known
      values are: \"function\", \"code_interpreter\", \"file_search\", \"bing_grounding\",
      \"fabric_dataagent\", \"sharepoint_grounding\", \"azure_ai_search\", and
      \"bing_custom_search\"."""
@@ -469,7 +469,7 @@ class AOAIModelConfig(TargetModelConfig, discriminator="AOAI"):
 
     :ivar type: Required. Default value is "AOAI".
     :vartype type: str
-    :ivar azure_endpoint: Endpoint URL for AOAI model. Required.
+    :ivar azure_endpoint: Endpoint targetURI for AOAI model. Required.
     :vartype azure_endpoint: str
     :ivar api_key: API Key for AOAI model. Required.
     :vartype api_key: str
@@ -480,7 +480,7 @@ class AOAIModelConfig(TargetModelConfig, discriminator="AOAI"):
     type: Literal["AOAI"] = rest_discriminator(name="type", visibility=["read"])  # type: ignore
     """Required. Default value is \"AOAI\"."""
     azure_endpoint: str = rest_field(name="azureEndpoint", visibility=["read", "create", "update", "delete", "query"])
-    """Endpoint URL for AOAI model. Required."""
+    """Endpoint targetURI for AOAI model. Required."""
     api_key: str = rest_field(name="apiKey", visibility=["read", "create", "update", "delete", "query"])
     """API Key for AOAI model. Required."""
     azure_deployment: str = rest_field(
@@ -2199,7 +2199,7 @@ class MAASModelConfig(TargetModelConfig, discriminator="MAAS"):
 
     :ivar type: Required. Default value is "MAAS".
     :vartype type: str
-    :ivar azure_endpoint: Endpoint URL for MAAS model. Required.
+    :ivar azure_endpoint: Endpoint targetURI for MAAS model. Required.
     :vartype azure_endpoint: str
     :ivar api_key: API Key for MAAS model. Required.
     :vartype api_key: str
@@ -2208,7 +2208,7 @@ class MAASModelConfig(TargetModelConfig, discriminator="MAAS"):
     type: Literal["MAAS"] = rest_discriminator(name="type", visibility=["read"])  # type: ignore
     """Required. Default value is \"MAAS\"."""
     azure_endpoint: str = rest_field(name="azureEndpoint", visibility=["read", "create", "update", "delete", "query"])
-    """Endpoint URL for MAAS model. Required."""
+    """Endpoint targetURI for MAAS model. Required."""
     api_key: str = rest_field(name="apiKey", visibility=["read", "create", "update", "delete", "query"])
     """API Key for MAAS model. Required."""
 
@@ -2306,6 +2306,41 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
+class MessageContentBlockInput(_model_base.Model):
+    """An abstract base for creation-time 'blocks' that can be text or images. We use
+    @discriminator('type') but make 'type' an open union.
+
+    You probably want to use the sub-classes and not this class directly. Known sub-classes are:
+    MessageImageFileBlockInput, MessageImageUrlBlockInput, MessageTextBlockInput
+
+    :ivar type: Must be one of 'text', 'image_file', or 'image_url' (or a fallback string).
+     Required. Known values are: "text", "image_file", and "image_url".
+    :vartype type: str or ~azure.ai.projects.models.MessageBlockType
+    """
+
+    __mapping__: Dict[str, _model_base.Model] = {}
+    type: str = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])
+    """Must be one of 'text', 'image_file', or 'image_url' (or a fallback string). Required. Known
+     values are: \"text\", \"image_file\", and \"image_url\"."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        type: str,
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, **kwargs)
+
+
 class MessageDelta(_model_base.Model):
     """Represents the typed 'delta' payload within a streaming message delta chunk.
 
@@ -2850,6 +2885,38 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
+class MessageImageFileBlockInput(MessageContentBlockInput, discriminator="image_file"):
+    """Creation-time image-file block.
+
+    :ivar type: Always 'image_file'. Required. An internally uploaded image file.
+    :vartype type: str or ~azure.ai.projects.models.IMAGE_FILE
+    :ivar image_file: References an uploaded image by file ID. Required.
+    :vartype image_file: ~azure.ai.projects.models.MessageImageFileParam
+    """
+
+    type: Literal[MessageBlockType.IMAGE_FILE] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
+    """Always 'image_file'. Required. An internally uploaded image file."""
+    image_file: "_models.MessageImageFileParam" = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """References an uploaded image by file ID. Required."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        image_file: "_models.MessageImageFileParam",
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, type=MessageBlockType.IMAGE_FILE, **kwargs)
+
+
 class MessageImageFileContent(MessageContent, discriminator="image_file"):
     """A representation of image file content in a thread message.
 
@@ -2913,6 +2980,112 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
+class MessageImageFileParam(_model_base.Model):
+    """Parameter for an image file (by ID) at creation time.
+
+    :ivar file_id: File ID for the uploaded image. Required.
+    :vartype file_id: str
+    :ivar detail: Specifies the requested detail level for the image. Known values are: "auto",
+     "low", and "high".
+    :vartype detail: str or ~azure.ai.projects.models.ImageDetailLevel
+    """
+
+    file_id: str = rest_field(name="fileId", visibility=["read", "create", "update", "delete", "query"])
+    """File ID for the uploaded image. Required."""
+    detail: Optional[Union[str, "_models.ImageDetailLevel"]] = rest_field(
+        visibility=["read", "create", "update", "delete", "query"]
+    )
+    """Specifies the requested detail level for the image. Known values are: \"auto\", \"low\", and
+     \"high\"."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        file_id: str,
+        detail: Optional[Union[str, "_models.ImageDetailLevel"]] = None,
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, **kwargs)
+
+
+class MessageImageUrlBlockInput(MessageContentBlockInput, discriminator="image_url"):
+    """Creation-time image-URL block.
+
+    :ivar type: Always 'image_url'. Required. An externally hosted image URL.
+    :vartype type: str or ~azure.ai.projects.models.IMAGE_URL
+    :ivar image_url: References an external image by URL. Required.
+    :vartype image_url: ~azure.ai.projects.models.MessageImageUrlParam
+    """
+
+    type: Literal[MessageBlockType.IMAGE_URL] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
+    """Always 'image_url'. Required. An externally hosted image URL."""
+    image_url: "_models.MessageImageUrlParam" = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """References an external image by URL. Required."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        image_url: "_models.MessageImageUrlParam",
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, type=MessageBlockType.IMAGE_URL, **kwargs)
+
+
+class MessageImageUrlParam(_model_base.Model):
+    """Parameter for an external image URL at creation time.
+
+    :ivar url: The externally accessible image URL. Required.
+    :vartype url: str
+    :ivar detail: Specifies the requested detail level for the image. Default is 'auto'. Known
+     values are: "auto", "low", and "high".
+    :vartype detail: str or ~azure.ai.projects.models.ImageDetailLevel
+    """
+
+    url: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """The externally accessible image URL. Required."""
+    detail: Optional[Union[str, "_models.ImageDetailLevel"]] = rest_field(
+        visibility=["read", "create", "update", "delete", "query"]
+    )
+    """Specifies the requested detail level for the image. Default is 'auto'. Known values are:
+     \"auto\", \"low\", and \"high\"."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        url: str,
+        detail: Optional[Union[str, "_models.ImageDetailLevel"]] = None,
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, **kwargs)
+
+
 class MessageIncompleteDetails(_model_base.Model):
     """Information providing additional detail about a message entering an incomplete status.
 
@@ -2985,6 +3158,38 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
+class MessageTextBlockInput(MessageContentBlockInput, discriminator="text"):
+    """Creation-time text block.
+
+    :ivar type: Always 'text'. Required. A text content block.
+    :vartype type: str or ~azure.ai.projects.models.TEXT
+    :ivar text: The text content. Required.
+    :vartype text: str
+    """
+
+    type: Literal[MessageBlockType.TEXT] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
+    """Always 'text'. Required. A text content block."""
+    text: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """The text content. Required."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        text: str,
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, type=MessageBlockType.TEXT, **kwargs)
+
+
 class MessageTextContent(MessageContent, discriminator="text"):
     """A representation of a textual item of thread message content.
 
@@ -3847,8 +4052,6 @@ class OpenApiFunctionDefinition(_model_base.Model):
     :vartype auth: ~azure.ai.projects.models.OpenApiAuthDetails
     :ivar default_params: List of OpenAPI spec parameters that will use user-provided defaults.
     :vartype default_params: list[str]
-    :ivar functions: List of functions returned in response.
-    :vartype functions: list[~azure.ai.projects.models.FunctionDefinition]
     """
 
     name: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
@@ -3862,10 +4065,6 @@ class OpenApiFunctionDefinition(_model_base.Model):
     """Open API authentication details. Required."""
     default_params: Optional[List[str]] = rest_field(visibility=["read", "create", "update", "delete", "query"])
     """List of OpenAPI spec parameters that will use user-provided defaults."""
-    functions: Optional[List["_models.FunctionDefinition"]] = rest_field(
-        visibility=["read", "create", "update", "delete", "query"]
-    )
-    """List of functions returned in response."""
 
     @overload
     def __init__(
@@ -3876,7 +4075,6 @@ def __init__(
         auth: "_models.OpenApiAuthDetails",
         description: Optional[str] = None,
         default_params: Optional[List[str]] = None,
-        functions: Optional[List["_models.FunctionDefinition"]] = None,
     ) -> None: ...
 
     @overload
@@ -6368,18 +6566,18 @@ class ThreadMessageOptions(_model_base.Model):
 
     :ivar role: The role of the entity that is creating the message. Allowed values include:
 
-
-     * ``user``: Indicates the message is sent by an actual user and should be used in most
-       cases to represent user-generated messages.
-     * ``assistant``: Indicates the message is generated by the agent. Use this value to insert
-       messages from the agent into the conversation.
-
-     Required. Known values are: "user" and "assistant".
+     * `user`: Indicates the message is sent by an actual user and should be used in most
+     cases to represent user-generated messages.
+     * `assistant`: Indicates the message is generated by the agent. Use this value to insert
+     messages from the agent into the
+     conversation. Required. Known values are: "user" and "assistant".
     :vartype role: str or ~azure.ai.projects.models.MessageRole
-    :ivar content: The textual content of the initial message. Currently, robust input including
-     images and annotated text may only be provided via
-     a separate call to the create message API. Required.
-    :vartype content: str
+    :ivar content: The content of the initial message. This may be:
+
+     * A basic string, if you only need text, or
+     * An array of typed content blocks (text, image_file, image_url, etc.). Required. Is either a
+     str type or a [MessageContentBlockInput] type.
+    :vartype content: str or list[~azure.ai.projects.models.MessageContentBlockInput]
     :ivar attachments: A list of files attached to the message, and the tools they should be added
      to.
     :vartype attachments: list[~azure.ai.projects.models.MessageAttachment]
@@ -6392,17 +6590,17 @@ class ThreadMessageOptions(_model_base.Model):
     role: Union[str, "_models.MessageRole"] = rest_field(visibility=["read", "create", "update", "delete", "query"])
     """The role of the entity that is creating the message. Allowed values include:
      
-     * ``user``: Indicates the message is sent by an actual user and should be used in most
-       cases to represent user-generated messages.
-     * ``assistant``: Indicates the message is generated by the agent. Use this value to insert
-       messages from the agent into the conversation.
-
-     Required. Known values are: \"user\" and \"assistant\".
-    """
-    content: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """The textual content of the initial message. Currently, robust input including images and
-     annotated text may only be provided via
-     a separate call to the create message API. Required."""
+     * `user`: Indicates the message is sent by an actual user and should be used in most
+     cases to represent user-generated messages.
+     * `assistant`: Indicates the message is generated by the agent. Use this value to insert
+     messages from the agent into the
+     conversation. Required. Known values are: \"user\" and \"assistant\"."""
+    content: "_types.CreateMessageContent" = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """The content of the initial message. This may be:
+     
+     * A basic string, if you only need text, or
+     * An array of typed content blocks (text, image_file, image_url, etc.). Required. Is either a
+     str type or a [MessageContentBlockInput] type."""
     attachments: Optional[List["_models.MessageAttachment"]] = rest_field(
         visibility=["read", "create", "update", "delete", "query"]
     )
@@ -6417,7 +6615,7 @@ def __init__(
         self,
         *,
         role: Union[str, "_models.MessageRole"],
-        content: str,
+        content: "_types.CreateMessageContent",
         attachments: Optional[List["_models.MessageAttachment"]] = None,
         metadata: Optional[Dict[str, str]] = None,
     ) -> None: ...
@@ -6964,52 +7162,6 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
-class UploadFileRequest(_model_base.Model):
-    """UploadFileRequest.
-
-    :ivar file: The file data, in bytes. Required.
-    :vartype file: ~azure.ai.projects._vendor.FileType
-    :ivar purpose: The intended purpose of the uploaded file. Use ``assistants`` for Agents and
-     Message files, ``vision`` for Agents image file inputs, ``batch`` for Batch API, and
-     ``fine-tune`` for Fine-tuning. Required. Known values are: "fine-tune", "fine-tune-results",
-     "assistants", "assistants_output", "batch", "batch_output", and "vision".
-    :vartype purpose: str or ~azure.ai.projects.models.FilePurpose
-    :ivar filename: The name of the file.
-    :vartype filename: str
-    """
-
-    file: FileType = rest_field(
-        visibility=["read", "create", "update", "delete", "query"], is_multipart_file_input=True
-    )
-    """The file data, in bytes. Required."""
-    purpose: Union[str, "_models.FilePurpose"] = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """The intended purpose of the uploaded file. Use ``assistants`` for Agents and Message files,
-     ``vision`` for Agents image file inputs, ``batch`` for Batch API, and ``fine-tune`` for
-     Fine-tuning. Required. Known values are: \"fine-tune\", \"fine-tune-results\", \"assistants\",
-     \"assistants_output\", \"batch\", \"batch_output\", and \"vision\"."""
-    filename: Optional[str] = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """The name of the file."""
-
-    @overload
-    def __init__(
-        self,
-        *,
-        file: FileType,
-        purpose: Union[str, "_models.FilePurpose"],
-        filename: Optional[str] = None,
-    ) -> None: ...
-
-    @overload
-    def __init__(self, mapping: Mapping[str, Any]) -> None:
-        """
-        :param mapping: raw JSON to initialize the model.
-        :type mapping: Mapping[str, Any]
-        """
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        super().__init__(*args, **kwargs)
-
-
 class VectorStore(_model_base.Model):
     """A vector store is a collection of processed files can be used by the ``file_search`` tool.
 
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_patch.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_patch.py
index bafc8e4faaa4..c1061f75bdc5 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_patch.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_patch.py
@@ -838,11 +838,12 @@ class OpenApiTool(Tool[OpenApiToolDefinition]):
     """
 
     def __init__(
-        self, name: str,
+        self,
+        name: str,
         description: str,
         spec: Any,
         auth: OpenApiAuthDetails,
-        default_parameters: Optional[List[str]] = None
+        default_parameters: Optional[List[str]] = None,
     ) -> None:
         """
         Constructor initializes the tool with a primary API definition.
@@ -860,11 +861,7 @@ def __init__(
         self._definitions: List[OpenApiToolDefinition] = [
             OpenApiToolDefinition(
                 openapi=OpenApiFunctionDefinition(
-                    name=name,
-                    description=description,
-                    spec=spec,
-                    auth=auth,
-                    default_params=default_params
+                    name=name, description=description, spec=spec, auth=auth, default_params=default_params
                 )
             )
         ]
@@ -885,7 +882,7 @@ def add_definition(
         description: str,
         spec: Any,
         auth: Optional[OpenApiAuthDetails] = None,
-        default_parameters: Optional[List[str]] = None
+        default_parameters: Optional[List[str]] = None,
     ) -> None:
         """
         Adds a new API definition dynamically.
@@ -915,11 +912,7 @@ def add_definition(
 
         new_definition = OpenApiToolDefinition(
             openapi=OpenApiFunctionDefinition(
-                name=name,
-                description=description,
-                spec=spec,
-                auth=auth_to_use,
-                default_params=default_params
+                name=name, description=description, spec=spec, auth=auth_to_use, default_params=default_params
             )
         )
         self._definitions.append(new_definition)
@@ -1054,6 +1047,7 @@ def definitions(self) -> List[BingGroundingToolDefinition]:
         """
         return [BingGroundingToolDefinition(bing_grounding=ToolConnectionList(connection_list=self.connection_ids))]
 
+
 class BingCustomSearchTool(Tool[BingCustomSearchToolDefinition]):
     """
     A tool that searches for information using Bing Custom Search.
@@ -1064,7 +1058,7 @@ def __init__(self, connection_id: str, instance_name: str):
         Initialize Bing Custom Search with a connection_id.
 
         :param connection_id: Connection ID used by tool. Bing Custom Search tools allow only one connection.
-        :param instance_name: Config instance name used by tool. 
+        :param instance_name: Config instance name used by tool.
         """
         self.connection_ids = [SearchConfiguration(connection_id=connection_id, instance_name=instance_name)]
 
@@ -1077,9 +1071,7 @@ def definitions(self) -> List[BingCustomSearchToolDefinition]:
         """
         return [
             BingCustomSearchToolDefinition(
-                bing_custom_search=SearchConfigurationList(
-                    search_configurations=self.connection_ids
-                )
+                bing_custom_search=SearchConfigurationList(search_configurations=self.connection_ids)
             )
         ]
 
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
index 22e49bedefc0..70260118efd2 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
@@ -33,7 +33,7 @@
 from .._configuration import AIProjectClientConfiguration
 from .._model_base import SdkJSONEncoder, _deserialize
 from .._serialization import Deserializer, Serializer
-from .._vendor import FileType,  prepare_multipart_form_data
+from .._vendor import FileType, prepare_multipart_form_data
 
 if sys.version_info >= (3, 9):
     from collections.abc import MutableMapping
@@ -2743,7 +2743,7 @@ def create_message(
         thread_id: str,
         *,
         role: Union[str, _models.MessageRole],
-        content: str,
+        content: "_types.CreateMessageContent",
         content_type: str = "application/json",
         attachments: Optional[List[_models.MessageAttachment]] = None,
         metadata: Optional[Dict[str, str]] = None,
@@ -2755,18 +2755,18 @@ def create_message(
         :type thread_id: str
         :keyword role: The role of the entity that is creating the message. Allowed values include:
 
-
-         * ``user``\\ : Indicates the message is sent by an actual user and should be used in most
-           cases to represent user-generated messages.
-         * ``assistant``\\ : Indicates the message is generated by the agent. Use this value to insert
-           messages from the agent into the
-           conversation. Known values are: "user" and "assistant". Required.
-
+         * `user`: Indicates the message is sent by an actual user and should be used in most
+         cases to represent user-generated messages.
+         * `assistant`: Indicates the message is generated by the agent. Use this value to insert
+         messages from the agent into the
+         conversation. Known values are: "user" and "assistant". Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
-        :keyword content: The textual content of the initial message. Currently, robust input including
-         images and annotated text may only be provided via
-         a separate call to the create message API. Required.
-        :paramtype content: str
+        :keyword content: The content of the initial message. This may be:
+
+         * A basic string, if you only need text, or
+         * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
+         or a [MessageContentBlockInput] type. Required.
+        :paramtype content: str or list[~azure.ai.projects.models.MessageContentBlockInput]
         :keyword content_type: Body Parameter content-type. Content type parameter for JSON body.
          Default value is "application/json".
         :paramtype content_type: str
@@ -2826,7 +2826,7 @@ def create_message(
         body: Union[JSON, IO[bytes]] = _Unset,
         *,
         role: Union[str, _models.MessageRole] = _Unset,
-        content: str = _Unset,
+        content: "_types.CreateMessageContent" = _Unset,
         attachments: Optional[List[_models.MessageAttachment]] = None,
         metadata: Optional[Dict[str, str]] = None,
         **kwargs: Any
@@ -2839,17 +2839,18 @@ def create_message(
         :type body: JSON or IO[bytes]
         :keyword role: The role of the entity that is creating the message. Allowed values include:
 
-
-         * ``user``\\ : Indicates the message is sent by an actual user and should be used in most
-           cases to represent user-generated messages.
-         * ``assistant``\\ : Indicates the message is generated by the agent. Use this value to insert
-           messages from the agent into the
-           conversation. Known values are: "user" and "assistant". Required.
+         * `user`: Indicates the message is sent by an actual user and should be used in most
+         cases to represent user-generated messages.
+         * `assistant`: Indicates the message is generated by the agent. Use this value to insert
+         messages from the agent into the
+         conversation. Known values are: "user" and "assistant". Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
-        :keyword content: The textual content of the initial message. Currently, robust input including
-         images and annotated text may only be provided via
-         a separate call to the create message API. Required.
-        :paramtype content: str
+        :keyword content: The content of the initial message. This may be:
+
+         * A basic string, if you only need text, or
+         * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
+         or a [MessageContentBlockInput] type. Required.
+        :paramtype content: str or list[~azure.ai.projects.models.MessageContentBlockInput]
         :keyword attachments: A list of files attached to the message, and the tools they should be
          added to. Default value is None.
         :paramtype attachments: list[~azure.ai.projects.models.MessageAttachment]
@@ -4847,7 +4848,6 @@ def list_files(
 
         return deserialized  # type: ignore
 
-
     @overload
     def upload_file(
         self, *, file: FileType, purpose: Union[str, _models.FilePurpose], filename: Optional[str] = None, **kwargs: Any
@@ -4939,12 +4939,16 @@ def upload_file(
             params=_params,
         )
         path_format_arguments = {
-            "endpoint": self._serialize.url("self._config.endpoint", self._config.endpoint, "str"),
-            "subscriptionId": self._serialize.url("self._config.subscription_id", self._config.subscription_id, "str"),
+            "endpoint": self._serialize.url("self._config.endpoint", self._config.endpoint, "str", skip_quote=True),
+            "subscriptionId": self._serialize.url(
+                "self._config.subscription_id", self._config.subscription_id, "str", skip_quote=True
+            ),
             "resourceGroupName": self._serialize.url(
-                "self._config.resource_group_name", self._config.resource_group_name, "str"
+                "self._config.resource_group_name", self._config.resource_group_name, "str", skip_quote=True
+            ),
+            "projectName": self._serialize.url(
+                "self._config.project_name", self._config.project_name, "str", skip_quote=True
             ),
-            "projectName": self._serialize.url("self._config.project_name", self._config.project_name, "str"),
         }
         _request.url = self._client.format_url(_request.url, **path_format_arguments)
 
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
index 0bd58a59ec6c..841ec0b6fc83 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
@@ -23,10 +23,10 @@
 """
 
 import os, time, base64
-from typing import List, Dict, Any
+from typing import List, Dict, Any, cast
 from azure.ai.projects import AIProjectClient
 from azure.identity import DefaultAzureCredential
-from azure.ai.projects.models import MessageTextContent
+from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput
 
 
 def image_to_base64(image_path: str) -> str:
@@ -72,17 +72,16 @@ def image_to_base64(image_path: str) -> str:
     # [END create_thread]
     print(f"Created thread, thread ID: {thread.id}")
 
-    # [START create_message]   
+    # [START create_message]
     image_base64 = image_to_base64("image_file.png")
     img_str = f"data:image/png;base64,{image_base64}"
     input_message = "Hello, what is in the image ?"
     content: List[Dict[str, Any]] = []
     content = [{"type": "text", "text": input_message}]
-    content.append({
-        "type": "image_url",
-        "image_url": {"url": img_str, "detail": "high"}
-    })
-    message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content)
+    content.append({"type": "image_url", "image_url": {"url": img_str, "detail": "high"}})
+    message = project_client.agents.create_message(
+        thread_id=thread.id, role="user", content=cast(List[MessageContentBlockInput], content)
+    )
     # [END create_message]
     print(f"Created message, message ID: {message.id}")
 
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
index 408d1b6c9269..a20cbe66b091 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
@@ -23,10 +23,10 @@
 """
 
 import os, time
-from typing import List, Dict, Any
+from typing import List, Dict, Any, cast
 from azure.ai.projects import AIProjectClient
 from azure.identity import DefaultAzureCredential
-from azure.ai.projects.models import MessageTextContent
+from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput
 
 
 # [START create_project_client]
@@ -58,14 +58,10 @@
     input_message = "Hello, what is in the image ?"
     content: List[Dict[str, Any]] = []
     content = [{"type": "text", "text": input_message}]
-    content.append({
-        "type": "image_file",
-        "image_file": {
-            "file_id": image_file.id,
-            "detail": "high"
-        }
-    })
-    message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content)
+    content.append({"type": "image_file", "image_file": {"file_id": image_file.id, "detail": "high"}})
+    message = project_client.agents.create_message(
+        thread_id=thread.id, role="user", content=cast(List[MessageContentBlockInput], content)
+    )
     # [END create_message]
     print(f"Created message, message ID: {message.id}")
 
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
index 1f17cdaa2d64..980f6bdb0937 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
@@ -1,3 +1,4 @@
+# pylint: disable=line-too-long,useless-suppression
 # ------------------------------------
 # Copyright (c) Microsoft Corporation.
 # Licensed under the MIT License.
@@ -23,10 +24,10 @@
 """
 
 import os, time
-from typing import List, Dict, Any
+from typing import List, Dict, Any, cast
 from azure.ai.projects import AIProjectClient
 from azure.identity import DefaultAzureCredential
-from azure.ai.projects.models import MessageTextContent
+from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput
 
 
 # [START create_project_client]
@@ -57,11 +58,10 @@
     input_message = "Hello, what is in the image ?"
     content: List[Dict[str, Any]] = []
     content = [{"type": "text", "text": input_message}]
-    content.append({
-        "type": "image_url",
-        "image_url": {"url": image_url, "detail": "high"}
-    })
-    message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content)
+    content.append({"type": "image_url", "image_url": {"url": image_url, "detail": "high"}})
+    message = project_client.agents.create_message(
+        thread_id=thread.id, role="user", content=cast(List[MessageContentBlockInput], content)
+    )
     # [END create_message]
     print(f"Created message, message ID: {message.id}")
 
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_openapi.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_openapi.py
index 16e1259bca1e..c0cc94b770e8 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_openapi.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_openapi.py
@@ -48,10 +48,17 @@
 
 # Initialize agent OpenApi tool using the read in OpenAPI spec
 openapi_tool = OpenApiTool(
-    name="get_weather", spec=openapi_weather, description="Retrieve weather information for a location", auth=auth, default_parameters=["format"]
+    name="get_weather",
+    spec=openapi_weather,
+    description="Retrieve weather information for a location",
+    auth=auth,
+    default_parameters=["format"],
 )
 openapi_tool.add_definition(
-    name="get_countries", spec=openapi_countries, description="Retrieve a list of countries", auth=auth,
+    name="get_countries",
+    spec=openapi_countries,
+    description="Retrieve a list of countries",
+    auth=auth,
 )
 
 # Create agent with OpenApi tool and process assistant run
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 7d212665e707..d3c6e7dbc9d4 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,4 +1,4 @@
 directory: specification/ai/Azure.AI.Projects
-commit: 7ec688b43e7357c29735039d1ebe6aeac84a9e05
+commit: 563e10e2920d9d2a0ed2ba34900da2dec6f20217
 repo: Azure/azure-rest-api-specs
 additionalDirectories: 

From 94f53bc8dc469d9fd4ccb94b9608e9c09aa8381b Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Mon, 7 Apr 2025 21:41:21 -0700
Subject: [PATCH 04/15] update docs

---
 .../azure/ai/projects/models/_enums.py        | 20 +++--
 .../azure/ai/projects/models/_models.py       | 77 +++++++++++--------
 sdk/ai/azure-ai-projects/tsp-location.yaml    |  2 +-
 3 files changed, 53 insertions(+), 46 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py
index 177dfb8ba0cd..941ebd19d0a3 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py
@@ -252,16 +252,14 @@ class Frequency(str, Enum, metaclass=CaseInsensitiveEnumMeta):
 
 
 class ImageDetailLevel(str, Enum, metaclass=CaseInsensitiveEnumMeta):
-    """Represents an open union for the image detail level: 'auto', 'low', 'high', or an unknown
-    string.
-    """
+    """Specifies an image's detail level. Can be 'auto', 'low', 'high', or an unknown future value."""
 
     AUTO = "auto"
-    """Automatic or default level of detail."""
+    """Automatically select an appropriate detail level."""
     LOW = "low"
-    """Low detail: uses fewer tokens."""
+    """Use a lower detail level to reduce bandwidth or cost."""
     HIGH = "high"
-    """High detail: uses more tokens (including potentially more cost)."""
+    """Use a higher detail level—potentially more resource-intensive."""
 
 
 class IncompleteDetailsReason(str, Enum, metaclass=CaseInsensitiveEnumMeta):
@@ -285,16 +283,16 @@ class ListSortOrder(str, Enum, metaclass=CaseInsensitiveEnumMeta):
 
 
 class MessageBlockType(str, Enum, metaclass=CaseInsensitiveEnumMeta):
-    """For the block's 'type' property, we define an open union with a fallback string to satisfy the
-    no-string-discriminator rule.
+    """Specifies the kind of content block within a message. Could be text, an image file, an external
+    image URL, or an unknown future type.
     """
 
     TEXT = "text"
-    """A text content block."""
+    """Indicates a block containing text content."""
     IMAGE_FILE = "image_file"
-    """An internally uploaded image file."""
+    """Indicates a block referencing an internally uploaded image file."""
     IMAGE_URL = "image_url"
-    """An externally hosted image URL."""
+    """Indicates a block referencing an external image URL."""
 
 
 class MessageIncompleteDetailsReason(str, Enum, metaclass=CaseInsensitiveEnumMeta):
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
index e876c88e2078..7d03b79ec13f 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
@@ -2307,21 +2307,21 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
 
 
 class MessageContentBlockInput(_model_base.Model):
-    """An abstract base for creation-time 'blocks' that can be text or images. We use
-    @discriminator('type') but make 'type' an open union.
+    """Defines a single content block when creating a message. The 'type' field determines whether it
+    is text, an image file, or an external image URL, etc.
 
     You probably want to use the sub-classes and not this class directly. Known sub-classes are:
     MessageImageFileBlockInput, MessageImageUrlBlockInput, MessageTextBlockInput
 
-    :ivar type: Must be one of 'text', 'image_file', or 'image_url' (or a fallback string).
+    :ivar type: Specifies which kind of content block this is (text, image_file, image_url, etc.).
      Required. Known values are: "text", "image_file", and "image_url".
     :vartype type: str or ~azure.ai.projects.models.MessageBlockType
     """
 
     __mapping__: Dict[str, _model_base.Model] = {}
     type: str = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])
-    """Must be one of 'text', 'image_file', or 'image_url' (or a fallback string). Required. Known
-     values are: \"text\", \"image_file\", and \"image_url\"."""
+    """Specifies which kind of content block this is (text, image_file, image_url, etc.). Required.
+     Known values are: \"text\", \"image_file\", and \"image_url\"."""
 
     @overload
     def __init__(
@@ -2886,18 +2886,22 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
 
 
 class MessageImageFileBlockInput(MessageContentBlockInput, discriminator="image_file"):
-    """Creation-time image-file block.
+    """An image-file block in a new message, referencing an internally uploaded image by file ID.
 
-    :ivar type: Always 'image_file'. Required. An internally uploaded image file.
+    :ivar type: Must be 'image_file' for an internally uploaded image block. Required. Indicates a
+     block referencing an internally uploaded image file.
     :vartype type: str or ~azure.ai.projects.models.IMAGE_FILE
-    :ivar image_file: References an uploaded image by file ID. Required.
+    :ivar image_file: Information about the referenced image file, including file ID and optional
+     detail level. Required.
     :vartype image_file: ~azure.ai.projects.models.MessageImageFileParam
     """
 
     type: Literal[MessageBlockType.IMAGE_FILE] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
-    """Always 'image_file'. Required. An internally uploaded image file."""
+    """Must be 'image_file' for an internally uploaded image block. Required. Indicates a block
+     referencing an internally uploaded image file."""
     image_file: "_models.MessageImageFileParam" = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """References an uploaded image by file ID. Required."""
+    """Information about the referenced image file, including file ID and optional detail level.
+     Required."""
 
     @overload
     def __init__(
@@ -2981,22 +2985,22 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
 
 
 class MessageImageFileParam(_model_base.Model):
-    """Parameter for an image file (by ID) at creation time.
+    """Defines how an internally uploaded image file is referenced when creating an image-file block.
 
-    :ivar file_id: File ID for the uploaded image. Required.
+    :ivar file_id: The ID of the previously uploaded image file. Required.
     :vartype file_id: str
-    :ivar detail: Specifies the requested detail level for the image. Known values are: "auto",
-     "low", and "high".
+    :ivar detail: Optional detail level for the image (auto, low, or high). Known values are:
+     "auto", "low", and "high".
     :vartype detail: str or ~azure.ai.projects.models.ImageDetailLevel
     """
 
     file_id: str = rest_field(name="fileId", visibility=["read", "create", "update", "delete", "query"])
-    """File ID for the uploaded image. Required."""
+    """The ID of the previously uploaded image file. Required."""
     detail: Optional[Union[str, "_models.ImageDetailLevel"]] = rest_field(
         visibility=["read", "create", "update", "delete", "query"]
     )
-    """Specifies the requested detail level for the image. Known values are: \"auto\", \"low\", and
-     \"high\"."""
+    """Optional detail level for the image (auto, low, or high). Known values are: \"auto\", \"low\",
+     and \"high\"."""
 
     @overload
     def __init__(
@@ -3018,18 +3022,22 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
 
 
 class MessageImageUrlBlockInput(MessageContentBlockInput, discriminator="image_url"):
-    """Creation-time image-URL block.
+    """An image-URL block in a new message, referencing an external image by URL.
 
-    :ivar type: Always 'image_url'. Required. An externally hosted image URL.
+    :ivar type: Must be 'image_url' for an externally hosted image block. Required. Indicates a
+     block referencing an external image URL.
     :vartype type: str or ~azure.ai.projects.models.IMAGE_URL
-    :ivar image_url: References an external image by URL. Required.
+    :ivar image_url: Information about the external image URL, including the URL and optional
+     detail level. Required.
     :vartype image_url: ~azure.ai.projects.models.MessageImageUrlParam
     """
 
     type: Literal[MessageBlockType.IMAGE_URL] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
-    """Always 'image_url'. Required. An externally hosted image URL."""
+    """Must be 'image_url' for an externally hosted image block. Required. Indicates a block
+     referencing an external image URL."""
     image_url: "_models.MessageImageUrlParam" = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """References an external image by URL. Required."""
+    """Information about the external image URL, including the URL and optional detail level.
+     Required."""
 
     @overload
     def __init__(
@@ -3050,22 +3058,22 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
 
 
 class MessageImageUrlParam(_model_base.Model):
-    """Parameter for an external image URL at creation time.
+    """Defines how an external image URL is referenced when creating an image-URL block.
 
-    :ivar url: The externally accessible image URL. Required.
+    :ivar url: The publicly accessible URL of the external image. Required.
     :vartype url: str
-    :ivar detail: Specifies the requested detail level for the image. Default is 'auto'. Known
-     values are: "auto", "low", and "high".
+    :ivar detail: Optional detail level for the image (auto, low, or high). Defaults to 'auto' if
+     not specified. Known values are: "auto", "low", and "high".
     :vartype detail: str or ~azure.ai.projects.models.ImageDetailLevel
     """
 
     url: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """The externally accessible image URL. Required."""
+    """The publicly accessible URL of the external image. Required."""
     detail: Optional[Union[str, "_models.ImageDetailLevel"]] = rest_field(
         visibility=["read", "create", "update", "delete", "query"]
     )
-    """Specifies the requested detail level for the image. Default is 'auto'. Known values are:
-     \"auto\", \"low\", and \"high\"."""
+    """Optional detail level for the image (auto, low, or high). Defaults to 'auto' if not specified.
+     Known values are: \"auto\", \"low\", and \"high\"."""
 
     @overload
     def __init__(
@@ -3159,18 +3167,19 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
 
 
 class MessageTextBlockInput(MessageContentBlockInput, discriminator="text"):
-    """Creation-time text block.
+    """A text block in a new message, containing plain text content.
 
-    :ivar type: Always 'text'. Required. A text content block.
+    :ivar type: Must be 'text' for a text block. Required. Indicates a block containing text
+     content.
     :vartype type: str or ~azure.ai.projects.models.TEXT
-    :ivar text: The text content. Required.
+    :ivar text: The plain text content for this block. Required.
     :vartype text: str
     """
 
     type: Literal[MessageBlockType.TEXT] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
-    """Always 'text'. Required. A text content block."""
+    """Must be 'text' for a text block. Required. Indicates a block containing text content."""
     text: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """The text content. Required."""
+    """The plain text content for this block. Required."""
 
     @overload
     def __init__(
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index d3c6e7dbc9d4..1eeb27364d69 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,4 +1,4 @@
 directory: specification/ai/Azure.AI.Projects
-commit: 563e10e2920d9d2a0ed2ba34900da2dec6f20217
+commit: b4b31ad6b97f91ea898219503ba993b8ecf9f452
 repo: Azure/azure-rest-api-specs
 additionalDirectories: 

From 22b3ad3f991386348b10ee449ed0a4eb4a731729 Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Tue, 8 Apr 2025 15:43:53 -0700
Subject: [PATCH 05/15] review feedback

---
 .../sample_agents_image_input_base64.py       | 32 +++++++------------
 .../agents/sample_agents_image_input_file.py  | 27 ++++++----------
 .../agents/sample_agents_image_input_url.py   | 26 +++++----------
 3 files changed, 28 insertions(+), 57 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
index 841ec0b6fc83..0337573777ba 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
@@ -9,7 +9,7 @@
     the Azure Agents service using a synchronous client.
 
 USAGE:
-    python sample_agents_image_input_file.py
+    python sample_agents_image_input_base64.py
 
     Before running the sample:
 
@@ -23,10 +23,10 @@
 """
 
 import os, time, base64
-from typing import List, Dict, Any, cast
+from typing import List
 from azure.ai.projects import AIProjectClient
 from azure.identity import DefaultAzureCredential
-from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput
+from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput, MessageImageUrlParam, MessageTextBlockInput, MessageImageUrlBlockInput
 
 
 def image_to_base64(image_path: str) -> str:
@@ -49,43 +49,36 @@ def image_to_base64(image_path: str) -> str:
         raise OSError(f"Error reading file '{image_path}'") from exc
 
 
-# [START create_project_client]
 project_client = AIProjectClient.from_connection_string(
     credential=DefaultAzureCredential(),
     conn_str=os.environ["PROJECT_CONNECTION_STRING"],
 )
-# [END create_project_client]
 
 with project_client:
 
-    # [START create_agent]
     agent = project_client.agents.create_agent(
         model=os.environ["MODEL_DEPLOYMENT_NAME"],
         name="my-assistant",
         instructions="You are helpful assistant",
     )
-    # [END create_agent]
     print(f"Created agent, agent ID: {agent.id}")
 
-    # [START create_thread]
     thread = project_client.agents.create_thread()
-    # [END create_thread]
     print(f"Created thread, thread ID: {thread.id}")
 
-    # [START create_message]
-    image_base64 = image_to_base64("image_file.png")
-    img_str = f"data:image/png;base64,{image_base64}"
     input_message = "Hello, what is in the image ?"
-    content: List[Dict[str, Any]] = []
-    content = [{"type": "text", "text": input_message}]
-    content.append({"type": "image_url", "image_url": {"url": img_str, "detail": "high"}})
+    image_base64 = image_to_base64("image_file.png")
+    img_url = f"data:image/png;base64,{image_base64}"
+    url_param = MessageImageUrlParam(url=img_url, detail="high")
+    content_blocks: List[MessageContentBlockInput] = [
+        MessageTextBlockInput(text=input_message), 
+        MessageImageUrlBlockInput(image_url=url_param)
+    ]
     message = project_client.agents.create_message(
-        thread_id=thread.id, role="user", content=cast(List[MessageContentBlockInput], content)
+        thread_id=thread.id, role="user", content=content_blocks
     )
-    # [END create_message]
     print(f"Created message, message ID: {message.id}")
 
-    # [START create_run]
     run = project_client.agents.create_run(thread_id=thread.id, agent_id=agent.id)
 
     # Poll the run as long as run status is queued or in progress
@@ -93,13 +86,11 @@ def image_to_base64(image_path: str) -> str:
         # Wait for a second
         time.sleep(1)
         run = project_client.agents.get_run(thread_id=thread.id, run_id=run.id)
-        # [END create_run]
         print(f"Run status: {run.status}")
 
     project_client.agents.delete_agent(agent.id)
     print("Deleted agent")
 
-    # [START list_messages]
     messages = project_client.agents.list_messages(thread_id=thread.id)
 
     # The messages are following in the reverse order,
@@ -109,5 +100,4 @@ def image_to_base64(image_path: str) -> str:
         if isinstance(last_message_content, MessageTextContent):
             print(f"{data_point.role}: {last_message_content.text.value}")
 
-    # [END list_messages]
     print(f"Messages: {messages}")
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
index a20cbe66b091..ce675b7febee 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
@@ -23,49 +23,43 @@
 """
 
 import os, time
-from typing import List, Dict, Any, cast
+from typing import List
 from azure.ai.projects import AIProjectClient
 from azure.identity import DefaultAzureCredential
-from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput
+from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput, MessageImageFileParam, MessageTextBlockInput, MessageImageFileBlockInput
 
 
-# [START create_project_client]
 project_client = AIProjectClient.from_connection_string(
     credential=DefaultAzureCredential(),
     conn_str=os.environ["PROJECT_CONNECTION_STRING"],
 )
-# [END create_project_client]
 
 with project_client:
 
-    # [START create_agent]
     agent = project_client.agents.create_agent(
         model=os.environ["MODEL_DEPLOYMENT_NAME"],
         name="my-assistant",
         instructions="You are helpful assistant",
     )
-    # [END create_agent]
     print(f"Created agent, agent ID: {agent.id}")
 
-    # [START create_thread]
     thread = project_client.agents.create_thread()
-    # [END create_thread]
     print(f"Created thread, thread ID: {thread.id}")
 
-    # [START create_message]
     image_file = project_client.agents.upload_file_and_poll(file_path="image_file.png", purpose="assistants")
     print(f"Uploaded file, file ID: {image_file.id}")
+
     input_message = "Hello, what is in the image ?"
-    content: List[Dict[str, Any]] = []
-    content = [{"type": "text", "text": input_message}]
-    content.append({"type": "image_file", "image_file": {"file_id": image_file.id, "detail": "high"}})
+    file_param = MessageImageFileParam(file_id=image_file.id, detail="high")
+    content_blocks: List[MessageContentBlockInput] = [
+        MessageTextBlockInput(text=input_message), 
+        MessageImageFileBlockInput(image_file=file_param)
+    ]
     message = project_client.agents.create_message(
-        thread_id=thread.id, role="user", content=cast(List[MessageContentBlockInput], content)
+        thread_id=thread.id, role="user", content=content_blocks
     )
-    # [END create_message]
     print(f"Created message, message ID: {message.id}")
 
-    # [START create_run]
     run = project_client.agents.create_run(thread_id=thread.id, agent_id=agent.id)
 
     # Poll the run as long as run status is queued or in progress
@@ -73,13 +67,11 @@
         # Wait for a second
         time.sleep(1)
         run = project_client.agents.get_run(thread_id=thread.id, run_id=run.id)
-        # [END create_run]
         print(f"Run status: {run.status}")
 
     project_client.agents.delete_agent(agent.id)
     print("Deleted agent")
 
-    # [START list_messages]
     messages = project_client.agents.list_messages(thread_id=thread.id)
 
     # The messages are following in the reverse order,
@@ -89,5 +81,4 @@
         if isinstance(last_message_content, MessageTextContent):
             print(f"{data_point.role}: {last_message_content.text.value}")
 
-    # [END list_messages]
     print(f"Messages: {messages}")
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
index 980f6bdb0937..93cb41ccaf54 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
@@ -24,48 +24,41 @@
 """
 
 import os, time
-from typing import List, Dict, Any, cast
+from typing import List
 from azure.ai.projects import AIProjectClient
 from azure.identity import DefaultAzureCredential
-from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput
+from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput, MessageImageUrlParam, MessageTextBlockInput, MessageImageUrlBlockInput
 
 
-# [START create_project_client]
 project_client = AIProjectClient.from_connection_string(
     credential=DefaultAzureCredential(),
     conn_str=os.environ["PROJECT_CONNECTION_STRING"],
 )
-# [END create_project_client]
 
 with project_client:
 
-    # [START create_agent]
     agent = project_client.agents.create_agent(
         model=os.environ["MODEL_DEPLOYMENT_NAME"],
         name="my-assistant",
         instructions="You are helpful assistant",
     )
-    # [END create_agent]
     print(f"Created agent, agent ID: {agent.id}")
 
-    # [START create_thread]
     thread = project_client.agents.create_thread()
-    # [END create_thread]
     print(f"Created thread, thread ID: {thread.id}")
 
-    # [START create_message]
     image_url = "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
     input_message = "Hello, what is in the image ?"
-    content: List[Dict[str, Any]] = []
-    content = [{"type": "text", "text": input_message}]
-    content.append({"type": "image_url", "image_url": {"url": image_url, "detail": "high"}})
+    url_param = MessageImageUrlParam(url=image_url, detail="high")
+    content_blocks: List[MessageContentBlockInput] = [
+        MessageTextBlockInput(text=input_message), 
+        MessageImageUrlBlockInput(image_url=url_param)
+    ]
     message = project_client.agents.create_message(
-        thread_id=thread.id, role="user", content=cast(List[MessageContentBlockInput], content)
+        thread_id=thread.id, role="user", content=content_blocks
     )
-    # [END create_message]
     print(f"Created message, message ID: {message.id}")
 
-    # [START create_run]
     run = project_client.agents.create_run(thread_id=thread.id, agent_id=agent.id)
 
     # Poll the run as long as run status is queued or in progress
@@ -73,13 +66,11 @@
         # Wait for a second
         time.sleep(1)
         run = project_client.agents.get_run(thread_id=thread.id, run_id=run.id)
-        # [END create_run]
         print(f"Run status: {run.status}")
 
     project_client.agents.delete_agent(agent.id)
     print("Deleted agent")
 
-    # [START list_messages]
     messages = project_client.agents.list_messages(thread_id=thread.id)
 
     # The messages are following in the reverse order,
@@ -89,5 +80,4 @@
         if isinstance(last_message_content, MessageTextContent):
             print(f"{data_point.role}: {last_message_content.text.value}")
 
-    # [END list_messages]
     print(f"Messages: {messages}")

From d9b683297d0ce362cc4392d92b714e105ec043c7 Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Tue, 8 Apr 2025 16:11:28 -0700
Subject: [PATCH 06/15] update

---
 .../azure-ai-projects/apiview-properties.json |   8 +-
 .../azure/ai/projects/_types.py               |   2 +-
 .../ai/projects/aio/operations/_operations.py |  12 +-
 .../azure/ai/projects/models/__init__.py      |  16 +-
 .../azure/ai/projects/models/_models.py       | 252 +++++++++---------
 .../ai/projects/operations/_operations.py     |  12 +-
 .../sample_agents_image_input_base64.py       |  18 +-
 .../agents/sample_agents_image_input_file.py  |  18 +-
 .../agents/sample_agents_image_input_url.py   |  18 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |   2 +-
 10 files changed, 185 insertions(+), 173 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/apiview-properties.json b/sdk/ai/azure-ai-projects/apiview-properties.json
index 089c420634c3..0e5d122e2524 100644
--- a/sdk/ai/azure-ai-projects/apiview-properties.json
+++ b/sdk/ai/azure-ai-projects/apiview-properties.json
@@ -44,7 +44,6 @@
         "azure.ai.projects.models.MAASModelConfig": "Azure.AI.Projects.MAASModelConfig",
         "azure.ai.projects.models.MessageAttachment": "Azure.AI.Projects.Agents.MessageAttachment",
         "azure.ai.projects.models.MessageContent": "Azure.AI.Projects.Agents.MessageContent",
-        "azure.ai.projects.models.MessageContentBlockInput": "Azure.AI.Projects.Agents.MessageContentBlockInput",
         "azure.ai.projects.models.MessageDelta": "Azure.AI.Projects.Agents.MessageDelta",
         "azure.ai.projects.models.MessageDeltaChunk": "Azure.AI.Projects.Agents.MessageDeltaChunk",
         "azure.ai.projects.models.MessageDeltaContent": "Azure.AI.Projects.Agents.MessageDeltaContent",
@@ -59,15 +58,16 @@
         "azure.ai.projects.models.MessageDeltaTextFilePathAnnotationObject": "Azure.AI.Projects.Agents.MessageDeltaTextFilePathAnnotationObject",
         "azure.ai.projects.models.MessageDeltaTextUrlCitationAnnotation": "Azure.AI.Projects.Agents.MessageDeltaTextUrlCitationAnnotation",
         "azure.ai.projects.models.MessageDeltaTextUrlCitationDetails": "Azure.AI.Projects.Agents.MessageDeltaTextUrlCitationDetails",
-        "azure.ai.projects.models.MessageImageFileBlockInput": "Azure.AI.Projects.Agents.MessageImageFileBlockInput",
         "azure.ai.projects.models.MessageImageFileContent": "Azure.AI.Projects.Agents.MessageImageFileContent",
         "azure.ai.projects.models.MessageImageFileDetails": "Azure.AI.Projects.Agents.MessageImageFileDetails",
         "azure.ai.projects.models.MessageImageFileParam": "Azure.AI.Projects.Agents.MessageImageFileParam",
-        "azure.ai.projects.models.MessageImageUrlBlockInput": "Azure.AI.Projects.Agents.MessageImageUrlBlockInput",
         "azure.ai.projects.models.MessageImageUrlParam": "Azure.AI.Projects.Agents.MessageImageUrlParam",
         "azure.ai.projects.models.MessageIncompleteDetails": "Azure.AI.Projects.Agents.MessageIncompleteDetails",
+        "azure.ai.projects.models.MessageInputContentBlock": "Azure.AI.Projects.Agents.MessageInputContentBlock",
+        "azure.ai.projects.models.MessageInputImageFileBlock": "Azure.AI.Projects.Agents.MessageInputImageFileBlock",
+        "azure.ai.projects.models.MessageInputImageUrlBlock": "Azure.AI.Projects.Agents.MessageInputImageUrlBlock",
+        "azure.ai.projects.models.MessageInputTextBlock": "Azure.AI.Projects.Agents.MessageInputTextBlock",
         "azure.ai.projects.models.MessageTextAnnotation": "Azure.AI.Projects.Agents.MessageTextAnnotation",
-        "azure.ai.projects.models.MessageTextBlockInput": "Azure.AI.Projects.Agents.MessageTextBlockInput",
         "azure.ai.projects.models.MessageTextContent": "Azure.AI.Projects.Agents.MessageTextContent",
         "azure.ai.projects.models.MessageTextDetails": "Azure.AI.Projects.Agents.MessageTextDetails",
         "azure.ai.projects.models.MessageTextFileCitationAnnotation": "Azure.AI.Projects.Agents.MessageTextFileCitationAnnotation",
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/_types.py b/sdk/ai/azure-ai-projects/azure/ai/projects/_types.py
index 06ccd271e7f3..ff7e15ec008a 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/_types.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/_types.py
@@ -17,6 +17,6 @@
     "_models.AgentsApiResponseFormat",
     "_models.ResponseFormatJsonSchemaType",
 ]
-CreateMessageContent = Union[str, List["_models.MessageContentBlockInput"]]
+MessageInputContent = Union[str, List["_models.MessageInputContentBlock"]]
 MessageAttachmentToolDefinition = Union["_models.CodeInterpreterToolDefinition", "_models.FileSearchToolDefinition"]
 AgentsApiToolChoiceOption = Union[str, str, "_models.AgentsApiToolChoiceOptionMode", "_models.AgentsNamedToolChoice"]
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
index ee556cfc9779..ca9edccc70e9 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
@@ -1347,7 +1347,7 @@ async def create_message(
         thread_id: str,
         *,
         role: Union[str, _models.MessageRole],
-        content: "_types.CreateMessageContent",
+        content: "_types.MessageInputContent",
         content_type: str = "application/json",
         attachments: Optional[List[_models.MessageAttachment]] = None,
         metadata: Optional[Dict[str, str]] = None,
@@ -1369,8 +1369,8 @@ async def create_message(
 
          * A basic string, if you only need text, or
          * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
-         or a [MessageContentBlockInput] type. Required.
-        :paramtype content: str or list[~azure.ai.projects.models.MessageContentBlockInput]
+         or a [MessageInputContentBlock] type. Required.
+        :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword content_type: Body Parameter content-type. Content type parameter for JSON body.
          Default value is "application/json".
         :paramtype content_type: str
@@ -1430,7 +1430,7 @@ async def create_message(
         body: Union[JSON, IO[bytes]] = _Unset,
         *,
         role: Union[str, _models.MessageRole] = _Unset,
-        content: "_types.CreateMessageContent" = _Unset,
+        content: "_types.MessageInputContent" = _Unset,
         attachments: Optional[List[_models.MessageAttachment]] = None,
         metadata: Optional[Dict[str, str]] = None,
         **kwargs: Any
@@ -1453,8 +1453,8 @@ async def create_message(
 
          * A basic string, if you only need text, or
          * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
-         or a [MessageContentBlockInput] type. Required.
-        :paramtype content: str or list[~azure.ai.projects.models.MessageContentBlockInput]
+         or a [MessageInputContentBlock] type. Required.
+        :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword attachments: A list of files attached to the message, and the tools they should be
          added to. Default value is None.
         :paramtype attachments: list[~azure.ai.projects.models.MessageAttachment]
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py
index 41aa5d93f676..2de4fc2125bb 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py
@@ -54,7 +54,6 @@
     MAASModelConfig,
     MessageAttachment,
     MessageContent,
-    MessageContentBlockInput,
     MessageDelta,
     MessageDeltaChunk,
     MessageDeltaContent,
@@ -69,15 +68,16 @@
     MessageDeltaTextFilePathAnnotationObject,
     MessageDeltaTextUrlCitationAnnotation,
     MessageDeltaTextUrlCitationDetails,
-    MessageImageFileBlockInput,
     MessageImageFileContent,
     MessageImageFileDetails,
     MessageImageFileParam,
-    MessageImageUrlBlockInput,
     MessageImageUrlParam,
     MessageIncompleteDetails,
+    MessageInputContentBlock,
+    MessageInputImageFileBlock,
+    MessageInputImageUrlBlock,
+    MessageInputTextBlock,
     MessageTextAnnotation,
-    MessageTextBlockInput,
     MessageTextContent,
     MessageTextDetails,
     MessageTextFileCitationAnnotation,
@@ -282,7 +282,6 @@
     "MAASModelConfig",
     "MessageAttachment",
     "MessageContent",
-    "MessageContentBlockInput",
     "MessageDelta",
     "MessageDeltaChunk",
     "MessageDeltaContent",
@@ -297,15 +296,16 @@
     "MessageDeltaTextFilePathAnnotationObject",
     "MessageDeltaTextUrlCitationAnnotation",
     "MessageDeltaTextUrlCitationDetails",
-    "MessageImageFileBlockInput",
     "MessageImageFileContent",
     "MessageImageFileDetails",
     "MessageImageFileParam",
-    "MessageImageUrlBlockInput",
     "MessageImageUrlParam",
     "MessageIncompleteDetails",
+    "MessageInputContentBlock",
+    "MessageInputImageFileBlock",
+    "MessageInputImageUrlBlock",
+    "MessageInputTextBlock",
     "MessageTextAnnotation",
-    "MessageTextBlockInput",
     "MessageTextContent",
     "MessageTextDetails",
     "MessageTextFileCitationAnnotation",
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
index 7d03b79ec13f..4ae91d93c6ae 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
@@ -2306,41 +2306,6 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
-class MessageContentBlockInput(_model_base.Model):
-    """Defines a single content block when creating a message. The 'type' field determines whether it
-    is text, an image file, or an external image URL, etc.
-
-    You probably want to use the sub-classes and not this class directly. Known sub-classes are:
-    MessageImageFileBlockInput, MessageImageUrlBlockInput, MessageTextBlockInput
-
-    :ivar type: Specifies which kind of content block this is (text, image_file, image_url, etc.).
-     Required. Known values are: "text", "image_file", and "image_url".
-    :vartype type: str or ~azure.ai.projects.models.MessageBlockType
-    """
-
-    __mapping__: Dict[str, _model_base.Model] = {}
-    type: str = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])
-    """Specifies which kind of content block this is (text, image_file, image_url, etc.). Required.
-     Known values are: \"text\", \"image_file\", and \"image_url\"."""
-
-    @overload
-    def __init__(
-        self,
-        *,
-        type: str,
-    ) -> None: ...
-
-    @overload
-    def __init__(self, mapping: Mapping[str, Any]) -> None:
-        """
-        :param mapping: raw JSON to initialize the model.
-        :type mapping: Mapping[str, Any]
-        """
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        super().__init__(*args, **kwargs)
-
-
 class MessageDelta(_model_base.Model):
     """Represents the typed 'delta' payload within a streaming message delta chunk.
 
@@ -2885,42 +2850,6 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
-class MessageImageFileBlockInput(MessageContentBlockInput, discriminator="image_file"):
-    """An image-file block in a new message, referencing an internally uploaded image by file ID.
-
-    :ivar type: Must be 'image_file' for an internally uploaded image block. Required. Indicates a
-     block referencing an internally uploaded image file.
-    :vartype type: str or ~azure.ai.projects.models.IMAGE_FILE
-    :ivar image_file: Information about the referenced image file, including file ID and optional
-     detail level. Required.
-    :vartype image_file: ~azure.ai.projects.models.MessageImageFileParam
-    """
-
-    type: Literal[MessageBlockType.IMAGE_FILE] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
-    """Must be 'image_file' for an internally uploaded image block. Required. Indicates a block
-     referencing an internally uploaded image file."""
-    image_file: "_models.MessageImageFileParam" = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """Information about the referenced image file, including file ID and optional detail level.
-     Required."""
-
-    @overload
-    def __init__(
-        self,
-        *,
-        image_file: "_models.MessageImageFileParam",
-    ) -> None: ...
-
-    @overload
-    def __init__(self, mapping: Mapping[str, Any]) -> None:
-        """
-        :param mapping: raw JSON to initialize the model.
-        :type mapping: Mapping[str, Any]
-        """
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        super().__init__(*args, type=MessageBlockType.IMAGE_FILE, **kwargs)
-
-
 class MessageImageFileContent(MessageContent, discriminator="image_file"):
     """A representation of image file content in a thread message.
 
@@ -2994,7 +2923,7 @@ class MessageImageFileParam(_model_base.Model):
     :vartype detail: str or ~azure.ai.projects.models.ImageDetailLevel
     """
 
-    file_id: str = rest_field(name="fileId", visibility=["read", "create", "update", "delete", "query"])
+    file_id: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
     """The ID of the previously uploaded image file. Required."""
     detail: Optional[Union[str, "_models.ImageDetailLevel"]] = rest_field(
         visibility=["read", "create", "update", "delete", "query"]
@@ -3021,42 +2950,6 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
-class MessageImageUrlBlockInput(MessageContentBlockInput, discriminator="image_url"):
-    """An image-URL block in a new message, referencing an external image by URL.
-
-    :ivar type: Must be 'image_url' for an externally hosted image block. Required. Indicates a
-     block referencing an external image URL.
-    :vartype type: str or ~azure.ai.projects.models.IMAGE_URL
-    :ivar image_url: Information about the external image URL, including the URL and optional
-     detail level. Required.
-    :vartype image_url: ~azure.ai.projects.models.MessageImageUrlParam
-    """
-
-    type: Literal[MessageBlockType.IMAGE_URL] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
-    """Must be 'image_url' for an externally hosted image block. Required. Indicates a block
-     referencing an external image URL."""
-    image_url: "_models.MessageImageUrlParam" = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """Information about the external image URL, including the URL and optional detail level.
-     Required."""
-
-    @overload
-    def __init__(
-        self,
-        *,
-        image_url: "_models.MessageImageUrlParam",
-    ) -> None: ...
-
-    @overload
-    def __init__(self, mapping: Mapping[str, Any]) -> None:
-        """
-        :param mapping: raw JSON to initialize the model.
-        :type mapping: Mapping[str, Any]
-        """
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        super().__init__(*args, type=MessageBlockType.IMAGE_URL, **kwargs)
-
-
 class MessageImageUrlParam(_model_base.Model):
     """Defines how an external image URL is referenced when creating an image-URL block.
 
@@ -3128,31 +3021,28 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
-class MessageTextAnnotation(_model_base.Model):
-    """An abstract representation of an annotation to text thread message content.
+class MessageInputContentBlock(_model_base.Model):
+    """Defines a single content block when creating a message. The 'type' field determines whether it
+    is text, an image file, or an external image URL, etc.
 
     You probably want to use the sub-classes and not this class directly. Known sub-classes are:
-    MessageTextFileCitationAnnotation, MessageTextFilePathAnnotation,
-    MessageTextUrlCitationAnnotation
+    MessageInputImageFileBlock, MessageInputImageUrlBlock, MessageInputTextBlock
 
-    :ivar type: The object type. Required. Default value is None.
-    :vartype type: str
-    :ivar text: The textual content associated with this text annotation item. Required.
-    :vartype text: str
+    :ivar type: Specifies which kind of content block this is (text, image_file, image_url, etc.).
+     Required. Known values are: "text", "image_file", and "image_url".
+    :vartype type: str or ~azure.ai.projects.models.MessageBlockType
     """
 
     __mapping__: Dict[str, _model_base.Model] = {}
     type: str = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])
-    """The object type. Required. Default value is None."""
-    text: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """The textual content associated with this text annotation item. Required."""
+    """Specifies which kind of content block this is (text, image_file, image_url, etc.). Required.
+     Known values are: \"text\", \"image_file\", and \"image_url\"."""
 
     @overload
     def __init__(
         self,
         *,
         type: str,
-        text: str,
     ) -> None: ...
 
     @overload
@@ -3166,7 +3056,79 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
-class MessageTextBlockInput(MessageContentBlockInput, discriminator="text"):
+class MessageInputImageFileBlock(MessageInputContentBlock, discriminator="image_file"):
+    """An image-file block in a new message, referencing an internally uploaded image by file ID.
+
+    :ivar type: Must be 'image_file' for an internally uploaded image block. Required. Indicates a
+     block referencing an internally uploaded image file.
+    :vartype type: str or ~azure.ai.projects.models.IMAGE_FILE
+    :ivar image_file: Information about the referenced image file, including file ID and optional
+     detail level. Required.
+    :vartype image_file: ~azure.ai.projects.models.MessageImageFileParam
+    """
+
+    type: Literal[MessageBlockType.IMAGE_FILE] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
+    """Must be 'image_file' for an internally uploaded image block. Required. Indicates a block
+     referencing an internally uploaded image file."""
+    image_file: "_models.MessageImageFileParam" = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """Information about the referenced image file, including file ID and optional detail level.
+     Required."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        image_file: "_models.MessageImageFileParam",
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, type=MessageBlockType.IMAGE_FILE, **kwargs)
+
+
+class MessageInputImageUrlBlock(MessageInputContentBlock, discriminator="image_url"):
+    """An image-URL block in a new message, referencing an external image by URL.
+
+    :ivar type: Must be 'image_url' for an externally hosted image block. Required. Indicates a
+     block referencing an external image URL.
+    :vartype type: str or ~azure.ai.projects.models.IMAGE_URL
+    :ivar image_url: Information about the external image URL, including the URL and optional
+     detail level. Required.
+    :vartype image_url: ~azure.ai.projects.models.MessageImageUrlParam
+    """
+
+    type: Literal[MessageBlockType.IMAGE_URL] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
+    """Must be 'image_url' for an externally hosted image block. Required. Indicates a block
+     referencing an external image URL."""
+    image_url: "_models.MessageImageUrlParam" = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """Information about the external image URL, including the URL and optional detail level.
+     Required."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        image_url: "_models.MessageImageUrlParam",
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, type=MessageBlockType.IMAGE_URL, **kwargs)
+
+
+class MessageInputTextBlock(MessageInputContentBlock, discriminator="text"):
     """A text block in a new message, containing plain text content.
 
     :ivar type: Must be 'text' for a text block. Required. Indicates a block containing text
@@ -3199,6 +3161,44 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, type=MessageBlockType.TEXT, **kwargs)
 
 
+class MessageTextAnnotation(_model_base.Model):
+    """An abstract representation of an annotation to text thread message content.
+
+    You probably want to use the sub-classes and not this class directly. Known sub-classes are:
+    MessageTextFileCitationAnnotation, MessageTextFilePathAnnotation,
+    MessageTextUrlCitationAnnotation
+
+    :ivar type: The object type. Required. Default value is None.
+    :vartype type: str
+    :ivar text: The textual content associated with this text annotation item. Required.
+    :vartype text: str
+    """
+
+    __mapping__: Dict[str, _model_base.Model] = {}
+    type: str = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])
+    """The object type. Required. Default value is None."""
+    text: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """The textual content associated with this text annotation item. Required."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        type: str,
+        text: str,
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, **kwargs)
+
+
 class MessageTextContent(MessageContent, discriminator="text"):
     """A representation of a textual item of thread message content.
 
@@ -6585,8 +6585,8 @@ class ThreadMessageOptions(_model_base.Model):
 
      * A basic string, if you only need text, or
      * An array of typed content blocks (text, image_file, image_url, etc.). Required. Is either a
-     str type or a [MessageContentBlockInput] type.
-    :vartype content: str or list[~azure.ai.projects.models.MessageContentBlockInput]
+     str type or a [MessageInputContentBlock] type.
+    :vartype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
     :ivar attachments: A list of files attached to the message, and the tools they should be added
      to.
     :vartype attachments: list[~azure.ai.projects.models.MessageAttachment]
@@ -6604,12 +6604,12 @@ class ThreadMessageOptions(_model_base.Model):
      * `assistant`: Indicates the message is generated by the agent. Use this value to insert
      messages from the agent into the
      conversation. Required. Known values are: \"user\" and \"assistant\"."""
-    content: "_types.CreateMessageContent" = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    content: "_types.MessageInputContent" = rest_field(visibility=["read", "create", "update", "delete", "query"])
     """The content of the initial message. This may be:
      
      * A basic string, if you only need text, or
      * An array of typed content blocks (text, image_file, image_url, etc.). Required. Is either a
-     str type or a [MessageContentBlockInput] type."""
+     str type or a [MessageInputContentBlock] type."""
     attachments: Optional[List["_models.MessageAttachment"]] = rest_field(
         visibility=["read", "create", "update", "delete", "query"]
     )
@@ -6624,7 +6624,7 @@ def __init__(
         self,
         *,
         role: Union[str, "_models.MessageRole"],
-        content: "_types.CreateMessageContent",
+        content: "_types.MessageInputContent",
         attachments: Optional[List["_models.MessageAttachment"]] = None,
         metadata: Optional[Dict[str, str]] = None,
     ) -> None: ...
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
index 70260118efd2..4ef024e18553 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
@@ -2743,7 +2743,7 @@ def create_message(
         thread_id: str,
         *,
         role: Union[str, _models.MessageRole],
-        content: "_types.CreateMessageContent",
+        content: "_types.MessageInputContent",
         content_type: str = "application/json",
         attachments: Optional[List[_models.MessageAttachment]] = None,
         metadata: Optional[Dict[str, str]] = None,
@@ -2765,8 +2765,8 @@ def create_message(
 
          * A basic string, if you only need text, or
          * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
-         or a [MessageContentBlockInput] type. Required.
-        :paramtype content: str or list[~azure.ai.projects.models.MessageContentBlockInput]
+         or a [MessageInputContentBlock] type. Required.
+        :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword content_type: Body Parameter content-type. Content type parameter for JSON body.
          Default value is "application/json".
         :paramtype content_type: str
@@ -2826,7 +2826,7 @@ def create_message(
         body: Union[JSON, IO[bytes]] = _Unset,
         *,
         role: Union[str, _models.MessageRole] = _Unset,
-        content: "_types.CreateMessageContent" = _Unset,
+        content: "_types.MessageInputContent" = _Unset,
         attachments: Optional[List[_models.MessageAttachment]] = None,
         metadata: Optional[Dict[str, str]] = None,
         **kwargs: Any
@@ -2849,8 +2849,8 @@ def create_message(
 
          * A basic string, if you only need text, or
          * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
-         or a [MessageContentBlockInput] type. Required.
-        :paramtype content: str or list[~azure.ai.projects.models.MessageContentBlockInput]
+         or a [MessageInputContentBlock] type. Required.
+        :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword attachments: A list of files attached to the message, and the tools they should be
          added to. Default value is None.
         :paramtype attachments: list[~azure.ai.projects.models.MessageAttachment]
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
index 0337573777ba..4ae6176b7b62 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
@@ -26,7 +26,13 @@
 from typing import List
 from azure.ai.projects import AIProjectClient
 from azure.identity import DefaultAzureCredential
-from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput, MessageImageUrlParam, MessageTextBlockInput, MessageImageUrlBlockInput
+from azure.ai.projects.models import (
+    MessageTextContent,
+    MessageInputContentBlock,
+    MessageImageUrlParam,
+    MessageInputTextBlock,
+    MessageInputImageUrlBlock,
+)
 
 
 def image_to_base64(image_path: str) -> str:
@@ -70,13 +76,11 @@ def image_to_base64(image_path: str) -> str:
     image_base64 = image_to_base64("image_file.png")
     img_url = f"data:image/png;base64,{image_base64}"
     url_param = MessageImageUrlParam(url=img_url, detail="high")
-    content_blocks: List[MessageContentBlockInput] = [
-        MessageTextBlockInput(text=input_message), 
-        MessageImageUrlBlockInput(image_url=url_param)
+    content_blocks: List[MessageInputContentBlock] = [
+        MessageInputTextBlock(text=input_message),
+        MessageInputImageUrlBlock(image_url=url_param),
     ]
-    message = project_client.agents.create_message(
-        thread_id=thread.id, role="user", content=content_blocks
-    )
+    message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content_blocks)
     print(f"Created message, message ID: {message.id}")
 
     run = project_client.agents.create_run(thread_id=thread.id, agent_id=agent.id)
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
index ce675b7febee..c79cd0b59fed 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
@@ -26,7 +26,13 @@
 from typing import List
 from azure.ai.projects import AIProjectClient
 from azure.identity import DefaultAzureCredential
-from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput, MessageImageFileParam, MessageTextBlockInput, MessageImageFileBlockInput
+from azure.ai.projects.models import (
+    MessageTextContent,
+    MessageInputContentBlock,
+    MessageImageFileParam,
+    MessageInputTextBlock,
+    MessageInputImageFileBlock,
+)
 
 
 project_client = AIProjectClient.from_connection_string(
@@ -51,13 +57,11 @@
 
     input_message = "Hello, what is in the image ?"
     file_param = MessageImageFileParam(file_id=image_file.id, detail="high")
-    content_blocks: List[MessageContentBlockInput] = [
-        MessageTextBlockInput(text=input_message), 
-        MessageImageFileBlockInput(image_file=file_param)
+    content_blocks: List[MessageInputContentBlock] = [
+        MessageInputTextBlock(text=input_message),
+        MessageInputImageFileBlock(image_file=file_param),
     ]
-    message = project_client.agents.create_message(
-        thread_id=thread.id, role="user", content=content_blocks
-    )
+    message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content_blocks)
     print(f"Created message, message ID: {message.id}")
 
     run = project_client.agents.create_run(thread_id=thread.id, agent_id=agent.id)
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
index 93cb41ccaf54..4a85674b72e0 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
@@ -27,7 +27,13 @@
 from typing import List
 from azure.ai.projects import AIProjectClient
 from azure.identity import DefaultAzureCredential
-from azure.ai.projects.models import MessageTextContent, MessageContentBlockInput, MessageImageUrlParam, MessageTextBlockInput, MessageImageUrlBlockInput
+from azure.ai.projects.models import (
+    MessageTextContent,
+    MessageInputContentBlock,
+    MessageImageUrlParam,
+    MessageInputTextBlock,
+    MessageInputImageUrlBlock,
+)
 
 
 project_client = AIProjectClient.from_connection_string(
@@ -50,13 +56,11 @@
     image_url = "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
     input_message = "Hello, what is in the image ?"
     url_param = MessageImageUrlParam(url=image_url, detail="high")
-    content_blocks: List[MessageContentBlockInput] = [
-        MessageTextBlockInput(text=input_message), 
-        MessageImageUrlBlockInput(image_url=url_param)
+    content_blocks: List[MessageInputContentBlock] = [
+        MessageInputTextBlock(text=input_message),
+        MessageInputImageUrlBlock(image_url=url_param),
     ]
-    message = project_client.agents.create_message(
-        thread_id=thread.id, role="user", content=content_blocks
-    )
+    message = project_client.agents.create_message(thread_id=thread.id, role="user", content=content_blocks)
     print(f"Created message, message ID: {message.id}")
 
     run = project_client.agents.create_run(thread_id=thread.id, agent_id=agent.id)
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 1eeb27364d69..30b2f37d99b1 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,4 +1,4 @@
 directory: specification/ai/Azure.AI.Projects
-commit: b4b31ad6b97f91ea898219503ba993b8ecf9f452
+commit: 01371578cc8f6a48fac63bbec550a2742ecdb591
 repo: Azure/azure-rest-api-specs
 additionalDirectories: 

From 8a4494f67c81a260c7d6dc2b6a69375fcad223aa Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Sun, 13 Apr 2025 16:17:41 -0700
Subject: [PATCH 07/15] update files

---
 .../azure-ai-projects/apiview-properties.json |  1 -
 .../ai/projects/aio/operations/_operations.py | 62 +++----------------
 .../azure/ai/projects/models/_models.py       | 47 ++++++++++++++
 .../ai/projects/operations/_operations.py     | 62 ++-----------------
 .../azure/ai/projects/operations/_patch.py    | 14 +++--
 sdk/ai/azure-ai-projects/tsp-location.yaml    |  2 +-
 6 files changed, 70 insertions(+), 118 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/apiview-properties.json b/sdk/ai/azure-ai-projects/apiview-properties.json
index 0e5d122e2524..ba39931d7413 100644
--- a/sdk/ai/azure-ai-projects/apiview-properties.json
+++ b/sdk/ai/azure-ai-projects/apiview-properties.json
@@ -243,7 +243,6 @@
         "azure.ai.projects.AIProjectClient.agents.get_run_step": "Azure.AI.Projects.Agents.getRunStep",
         "azure.ai.projects.AIProjectClient.agents.list_run_steps": "Azure.AI.Projects.Agents.listRunSteps",
         "azure.ai.projects.AIProjectClient.agents.list_files": "Azure.AI.Projects.Agents.listFiles",
-        "azure.ai.projects.AIProjectClient.agents.upload_file": "Azure.AI.Projects.Agents.uploadFile",
         "azure.ai.projects.AIProjectClient.agents.delete_file": "Azure.AI.Projects.Agents.deleteFile",
         "azure.ai.projects.AIProjectClient.agents.get_file": "Azure.AI.Projects.Agents.getFile",
         "azure.ai.projects.AIProjectClient.agents.list_vector_stores": "Azure.AI.Projects.Agents.listVectorStores",
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
index ca9edccc70e9..2928efe1922c 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
@@ -46,7 +46,7 @@
 from ... import _model_base, models as _models
 from ..._model_base import SdkJSONEncoder, _deserialize
 from ..._serialization import Deserializer, Serializer
-from ..._vendor import FileType, prepare_multipart_form_data
+from ..._vendor import prepare_multipart_form_data
 from ...operations._operations import (
     build_agents_cancel_run_request,
     build_agents_cancel_vector_store_file_batch_request,
@@ -3453,59 +3453,18 @@ async def list_files(
         return deserialized  # type: ignore
 
     @overload
-    async def upload_file(
-        self, *, file: FileType, purpose: Union[str, _models.FilePurpose], filename: Optional[str] = None, **kwargs: Any
-    ) -> _models.OpenAIFile:
-        """Uploads a file for use by other operations.
-
-        :keyword file: The file data, in bytes. Required.
-        :paramtype file: ~azure.ai.projects._vendor.FileType
-        :keyword purpose: The intended purpose of the uploaded file. Use ``assistants`` for Agents and
-         Message files, ``vision`` for Agents image file inputs, ``batch`` for Batch API, and
-         ``fine-tune`` for Fine-tuning. Known values are: "fine-tune", "fine-tune-results",
-         "assistants", "assistants_output", "batch", "batch_output", and "vision". Required.
-        :paramtype purpose: str or ~azure.ai.projects.models.FilePurpose
-        :keyword filename: The name of the file. Default value is None.
-        :paramtype filename: str
-        :return: OpenAIFile. The OpenAIFile is compatible with MutableMapping
-        :rtype: ~azure.ai.projects.models.OpenAIFile
-        :raises ~azure.core.exceptions.HttpResponseError:
-        """
-
+    async def _upload_file(self, body: _models._models.UploadFileRequest, **kwargs: Any) -> _models.OpenAIFile: ...
     @overload
-    async def upload_file(self, body: JSON, **kwargs: Any) -> _models.OpenAIFile:
-        """Uploads a file for use by other operations.
-
-        :param body: Required.
-        :type body: JSON
-        :return: OpenAIFile. The OpenAIFile is compatible with MutableMapping
-        :rtype: ~azure.ai.projects.models.OpenAIFile
-        :raises ~azure.core.exceptions.HttpResponseError:
-        """
+    async def _upload_file(self, body: JSON, **kwargs: Any) -> _models.OpenAIFile: ...
 
     @distributed_trace_async
-    async def upload_file(
-        self,
-        body: JSON = _Unset,
-        *,
-        file: FileType = _Unset,
-        purpose: Union[str, _models.FilePurpose] = _Unset,
-        filename: Optional[str] = None,
-        **kwargs: Any
+    async def _upload_file(
+        self, body: Union[_models._models.UploadFileRequest, JSON], **kwargs: Any
     ) -> _models.OpenAIFile:
         """Uploads a file for use by other operations.
 
-        :param body: Is one of the following types: JSON Required.
-        :type body: JSON
-        :keyword file: The file data, in bytes. Required.
-        :paramtype file: ~azure.ai.projects._vendor.FileType
-        :keyword purpose: The intended purpose of the uploaded file. Use ``assistants`` for Agents and
-         Message files, ``vision`` for Agents image file inputs, ``batch`` for Batch API, and
-         ``fine-tune`` for Fine-tuning. Known values are: "fine-tune", "fine-tune-results",
-         "assistants", "assistants_output", "batch", "batch_output", and "vision". Required.
-        :paramtype purpose: str or ~azure.ai.projects.models.FilePurpose
-        :keyword filename: The name of the file. Default value is None.
-        :paramtype filename: str
+        :param body: Multipart body. Is either a UploadFileRequest type or a JSON type. Required.
+        :type body: ~azure.ai.projects.models._models.UploadFileRequest or JSON
         :return: OpenAIFile. The OpenAIFile is compatible with MutableMapping
         :rtype: ~azure.ai.projects.models.OpenAIFile
         :raises ~azure.core.exceptions.HttpResponseError:
@@ -3523,13 +3482,6 @@ async def upload_file(
 
         cls: ClsType[_models.OpenAIFile] = kwargs.pop("cls", None)
 
-        if body is _Unset:
-            if file is _Unset:
-                raise TypeError("missing required argument: file")
-            if purpose is _Unset:
-                raise TypeError("missing required argument: purpose")
-            body = {"file": file, "filename": filename, "purpose": purpose}
-            body = {k: v for k, v in body.items() if v is not None}
         _body = body.as_dict() if isinstance(body, _model_base.Model) else body
         _file_fields: List[str] = ["file"]
         _data_fields: List[str] = ["purpose", "filename"]
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
index 4ae91d93c6ae..2d2d7d10901a 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
@@ -13,6 +13,7 @@
 
 from .. import _model_base
 from .._model_base import rest_discriminator, rest_field
+from .._vendor import FileType
 from ._enums import (
     AuthenticationType,
     MessageBlockType,
@@ -7171,6 +7172,52 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
+class UploadFileRequest(_model_base.Model):
+    """UploadFileRequest.
+
+    :ivar file: The file data, in bytes. Required.
+    :vartype file: ~azure.ai.projects._vendor.FileType
+    :ivar purpose: The intended purpose of the uploaded file. Use ``assistants`` for Agents and
+     Message files, ``vision`` for Agents image file inputs, ``batch`` for Batch API, and
+     ``fine-tune`` for Fine-tuning. Required. Known values are: "fine-tune", "fine-tune-results",
+     "assistants", "assistants_output", "batch", "batch_output", and "vision".
+    :vartype purpose: str or ~azure.ai.projects.models.FilePurpose
+    :ivar filename: The name of the file.
+    :vartype filename: str
+    """
+
+    file: FileType = rest_field(
+        visibility=["read", "create", "update", "delete", "query"], is_multipart_file_input=True
+    )
+    """The file data, in bytes. Required."""
+    purpose: Union[str, "_models.FilePurpose"] = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """The intended purpose of the uploaded file. Use ``assistants`` for Agents and Message files,
+     ``vision`` for Agents image file inputs, ``batch`` for Batch API, and ``fine-tune`` for
+     Fine-tuning. Required. Known values are: \"fine-tune\", \"fine-tune-results\", \"assistants\",
+     \"assistants_output\", \"batch\", \"batch_output\", and \"vision\"."""
+    filename: Optional[str] = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """The name of the file."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        file: FileType,
+        purpose: Union[str, "_models.FilePurpose"],
+        filename: Optional[str] = None,
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, **kwargs)
+
+
 class VectorStore(_model_base.Model):
     """A vector store is a collection of processed files can be used by the ``file_search`` tool.
 
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
index 4ef024e18553..d786c2fdcb58 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
@@ -33,7 +33,7 @@
 from .._configuration import AIProjectClientConfiguration
 from .._model_base import SdkJSONEncoder, _deserialize
 from .._serialization import Deserializer, Serializer
-from .._vendor import FileType, prepare_multipart_form_data
+from .._vendor import prepare_multipart_form_data
 
 if sys.version_info >= (3, 9):
     from collections.abc import MutableMapping
@@ -4849,59 +4849,16 @@ def list_files(
         return deserialized  # type: ignore
 
     @overload
-    def upload_file(
-        self, *, file: FileType, purpose: Union[str, _models.FilePurpose], filename: Optional[str] = None, **kwargs: Any
-    ) -> _models.OpenAIFile:
-        """Uploads a file for use by other operations.
-
-        :keyword file: The file data, in bytes. Required.
-        :paramtype file: ~azure.ai.projects._vendor.FileType
-        :keyword purpose: The intended purpose of the uploaded file. Use ``assistants`` for Agents and
-         Message files, ``vision`` for Agents image file inputs, ``batch`` for Batch API, and
-         ``fine-tune`` for Fine-tuning. Known values are: "fine-tune", "fine-tune-results",
-         "assistants", "assistants_output", "batch", "batch_output", and "vision". Required.
-        :paramtype purpose: str or ~azure.ai.projects.models.FilePurpose
-        :keyword filename: The name of the file. Default value is None.
-        :paramtype filename: str
-        :return: OpenAIFile. The OpenAIFile is compatible with MutableMapping
-        :rtype: ~azure.ai.projects.models.OpenAIFile
-        :raises ~azure.core.exceptions.HttpResponseError:
-        """
-
+    def _upload_file(self, body: _models._models.UploadFileRequest, **kwargs: Any) -> _models.OpenAIFile: ...
     @overload
-    def upload_file(self, body: JSON, **kwargs: Any) -> _models.OpenAIFile:
-        """Uploads a file for use by other operations.
-
-        :param body: Required.
-        :type body: JSON
-        :return: OpenAIFile. The OpenAIFile is compatible with MutableMapping
-        :rtype: ~azure.ai.projects.models.OpenAIFile
-        :raises ~azure.core.exceptions.HttpResponseError:
-        """
+    def _upload_file(self, body: JSON, **kwargs: Any) -> _models.OpenAIFile: ...
 
     @distributed_trace
-    def upload_file(
-        self,
-        body: JSON = _Unset,
-        *,
-        file: FileType = _Unset,
-        purpose: Union[str, _models.FilePurpose] = _Unset,
-        filename: Optional[str] = None,
-        **kwargs: Any
-    ) -> _models.OpenAIFile:
+    def _upload_file(self, body: Union[_models._models.UploadFileRequest, JSON], **kwargs: Any) -> _models.OpenAIFile:
         """Uploads a file for use by other operations.
 
-        :param body: Is one of the following types: JSON Required.
-        :type body: JSON
-        :keyword file: The file data, in bytes. Required.
-        :paramtype file: ~azure.ai.projects._vendor.FileType
-        :keyword purpose: The intended purpose of the uploaded file. Use ``assistants`` for Agents and
-         Message files, ``vision`` for Agents image file inputs, ``batch`` for Batch API, and
-         ``fine-tune`` for Fine-tuning. Known values are: "fine-tune", "fine-tune-results",
-         "assistants", "assistants_output", "batch", "batch_output", and "vision". Required.
-        :paramtype purpose: str or ~azure.ai.projects.models.FilePurpose
-        :keyword filename: The name of the file. Default value is None.
-        :paramtype filename: str
+        :param body: Multipart body. Is either a UploadFileRequest type or a JSON type. Required.
+        :type body: ~azure.ai.projects.models._models.UploadFileRequest or JSON
         :return: OpenAIFile. The OpenAIFile is compatible with MutableMapping
         :rtype: ~azure.ai.projects.models.OpenAIFile
         :raises ~azure.core.exceptions.HttpResponseError:
@@ -4919,13 +4876,6 @@ def upload_file(
 
         cls: ClsType[_models.OpenAIFile] = kwargs.pop("cls", None)
 
-        if body is _Unset:
-            if file is _Unset:
-                raise TypeError("missing required argument: file")
-            if purpose is _Unset:
-                raise TypeError("missing required argument: purpose")
-            body = {"file": file, "filename": filename, "purpose": purpose}
-            body = {k: v for k, v in body.items() if v is not None}
         _body = body.as_dict() if isinstance(body, _model_base.Model) else body
         _file_fields: List[str] = ["file"]
         _data_fields: List[str] = ["purpose", "filename"]
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_patch.py b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_patch.py
index 0db1e7c1a4b8..b4a175fd4929 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_patch.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_patch.py
@@ -2605,8 +2605,8 @@ def upload_file(
         :keyword file_path: Path to the file. Required if `body` and `purpose` are not provided.
         :paramtype file_path: Optional[str]
         :keyword purpose: Known values are: "fine-tune", "fine-tune-results", "assistants",
-        :paramtype purpose: Union[str, _models.FilePurpose, None]
             "assistants_output", "batch", "batch_output", and "vision". Required if `body` and `file` are not provided.
+        :paramtype purpose: Union[str, _models.FilePurpose, None]
         :keyword filename: The name of the file.
         :paramtype filename: Optional[str]
         :return: OpenAIFile. The OpenAIFile is compatible with MutableMapping
@@ -2615,15 +2615,19 @@ def upload_file(
         :raises IOError: If there are issues with reading the file.
         :raises: HttpResponseError for HTTP errors.
         """
+        # If a JSON body is provided directly, pass it along
         if body is not None:
-            return super().upload_file(body=body, **kwargs)
+            return super()._upload_file(body=body, **kwargs)
 
+        # Convert FilePurpose enum to string if necessary
         if isinstance(purpose, FilePurpose):
             purpose = purpose.value
 
+        # If file content is passed in directly
         if file is not None and purpose is not None:
-            return super().upload_file(file=file, purpose=purpose, filename=filename, **kwargs)
+            return super()._upload_file(body={"file": file, "purpose": purpose, "filename": filename}, **kwargs)
 
+        # If a file path is provided
         if file_path is not None and purpose is not None:
             if not os.path.isfile(file_path):
                 raise FileNotFoundError(f"The file path provided does not exist: {file_path}")
@@ -2632,11 +2636,11 @@ def upload_file(
                 with open(file_path, "rb") as f:
                     content = f.read()
 
-                # Determine filename and create correct FileType
+                # If no explicit filename is provided, use the base name
                 base_filename = filename or os.path.basename(file_path)
                 file_content: FileType = (base_filename, content)
 
-                return super().upload_file(file=file_content, purpose=purpose, **kwargs)
+                return super()._upload_file(body={"file": file_content, "purpose": purpose}, **kwargs)
             except IOError as e:
                 raise IOError(f"Unable to read file: {file_path}") from e
 
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 30b2f37d99b1..ced5200e8e9e 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,4 +1,4 @@
 directory: specification/ai/Azure.AI.Projects
-commit: 01371578cc8f6a48fac63bbec550a2742ecdb591
+commit: cf0f491b4bb3c9be8865728eea0a0b6065d51a5d
 repo: Azure/azure-rest-api-specs
 additionalDirectories: 

From 56df942a87ae0f78dc2e8559755852dcb54655e8 Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Sun, 13 Apr 2025 19:02:52 -0700
Subject: [PATCH 08/15] update docstrings

---
 .../ai/projects/aio/operations/_operations.py | 44 +++++++++++------
 .../azure/ai/projects/models/_models.py       | 48 ++++++++++++-------
 .../ai/projects/operations/_operations.py     | 44 +++++++++++------
 sdk/ai/azure-ai-projects/tsp-location.yaml    |  2 +-
 4 files changed, 93 insertions(+), 45 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
index 2928efe1922c..397fb2b716b0 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
@@ -1359,17 +1359,25 @@ async def create_message(
         :type thread_id: str
         :keyword role: The role of the entity that is creating the message. Allowed values include:
 
-         * `user`: Indicates the message is sent by an actual user and should be used in most
+
+
+         * `user`:
+         Indicates the message is sent by an actual user and should be used in most
          cases to represent user-generated messages.
-         * `assistant`: Indicates the message is generated by the agent. Use this value to insert
-         messages from the agent into the
-         conversation. Known values are: "user" and "assistant". Required.
+
+         * `assistant`:
+         Indicates the message is generated by the agent. Use this value to insert
+         messages from the agent into the conversation. Known values are: "user" and "assistant".
+         Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
         :keyword content: The content of the initial message. This may be:
 
-         * A basic string, if you only need text, or
-         * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
-         or a [MessageInputContentBlock] type. Required.
+
+
+         * A basic string (if you only need text), or
+
+         * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Is either a str
+         type or a [MessageInputContentBlock] type. Required.
         :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword content_type: Body Parameter content-type. Content type parameter for JSON body.
          Default value is "application/json".
@@ -1443,17 +1451,25 @@ async def create_message(
         :type body: JSON or IO[bytes]
         :keyword role: The role of the entity that is creating the message. Allowed values include:
 
-         * `user`: Indicates the message is sent by an actual user and should be used in most
+
+
+         * `user`:
+         Indicates the message is sent by an actual user and should be used in most
          cases to represent user-generated messages.
-         * `assistant`: Indicates the message is generated by the agent. Use this value to insert
-         messages from the agent into the
-         conversation. Known values are: "user" and "assistant". Required.
+
+         * `assistant`:
+         Indicates the message is generated by the agent. Use this value to insert
+         messages from the agent into the conversation. Known values are: "user" and "assistant".
+         Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
         :keyword content: The content of the initial message. This may be:
 
-         * A basic string, if you only need text, or
-         * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
-         or a [MessageInputContentBlock] type. Required.
+
+
+         * A basic string (if you only need text), or
+
+         * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Is either a str
+         type or a [MessageInputContentBlock] type. Required.
         :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword attachments: A list of files attached to the message, and the tools they should be
          added to. Default value is None.
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
index 2d2d7d10901a..506d4b1b3f2a 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
@@ -6571,22 +6571,30 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
 
 
 class ThreadMessageOptions(_model_base.Model):
-    """A single message within an agent thread, as provided during that thread's creation for its
-    initial state.
+    """A single message within an agent thread,
+    as provided during that thread's creation for its initial state.
 
     :ivar role: The role of the entity that is creating the message. Allowed values include:
 
-     * `user`: Indicates the message is sent by an actual user and should be used in most
+
+
+     * `user`:
+     Indicates the message is sent by an actual user and should be used in most
      cases to represent user-generated messages.
-     * `assistant`: Indicates the message is generated by the agent. Use this value to insert
-     messages from the agent into the
-     conversation. Required. Known values are: "user" and "assistant".
+
+     * `assistant`:
+     Indicates the message is generated by the agent. Use this value to insert
+     messages from the agent into the conversation. Required. Known values are: "user" and
+     "assistant".
     :vartype role: str or ~azure.ai.projects.models.MessageRole
     :ivar content: The content of the initial message. This may be:
 
-     * A basic string, if you only need text, or
-     * An array of typed content blocks (text, image_file, image_url, etc.). Required. Is either a
-     str type or a [MessageInputContentBlock] type.
+
+
+     * A basic string (if you only need text), or
+
+     * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Required. Is
+     either a str type or a [MessageInputContentBlock] type.
     :vartype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
     :ivar attachments: A list of files attached to the message, and the tools they should be added
      to.
@@ -6600,17 +6608,25 @@ class ThreadMessageOptions(_model_base.Model):
     role: Union[str, "_models.MessageRole"] = rest_field(visibility=["read", "create", "update", "delete", "query"])
     """The role of the entity that is creating the message. Allowed values include:
      
-     * `user`: Indicates the message is sent by an actual user and should be used in most
+     
+     
+     * `user`:
+     Indicates the message is sent by an actual user and should be used in most
      cases to represent user-generated messages.
-     * `assistant`: Indicates the message is generated by the agent. Use this value to insert
-     messages from the agent into the
-     conversation. Required. Known values are: \"user\" and \"assistant\"."""
+     
+     * `assistant`:
+     Indicates the message is generated by the agent. Use this value to insert
+     messages from the agent into the conversation. Required. Known values are: \"user\" and
+     \"assistant\"."""
     content: "_types.MessageInputContent" = rest_field(visibility=["read", "create", "update", "delete", "query"])
     """The content of the initial message. This may be:
      
-     * A basic string, if you only need text, or
-     * An array of typed content blocks (text, image_file, image_url, etc.). Required. Is either a
-     str type or a [MessageInputContentBlock] type."""
+     
+     
+     * A basic string (if you only need text), or
+     
+     * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Required. Is
+     either a str type or a [MessageInputContentBlock] type."""
     attachments: Optional[List["_models.MessageAttachment"]] = rest_field(
         visibility=["read", "create", "update", "delete", "query"]
     )
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
index d786c2fdcb58..20469ab53b56 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
@@ -2755,17 +2755,25 @@ def create_message(
         :type thread_id: str
         :keyword role: The role of the entity that is creating the message. Allowed values include:
 
-         * `user`: Indicates the message is sent by an actual user and should be used in most
+
+
+         * `user`:
+         Indicates the message is sent by an actual user and should be used in most
          cases to represent user-generated messages.
-         * `assistant`: Indicates the message is generated by the agent. Use this value to insert
-         messages from the agent into the
-         conversation. Known values are: "user" and "assistant". Required.
+
+         * `assistant`:
+         Indicates the message is generated by the agent. Use this value to insert
+         messages from the agent into the conversation. Known values are: "user" and "assistant".
+         Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
         :keyword content: The content of the initial message. This may be:
 
-         * A basic string, if you only need text, or
-         * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
-         or a [MessageInputContentBlock] type. Required.
+
+
+         * A basic string (if you only need text), or
+
+         * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Is either a str
+         type or a [MessageInputContentBlock] type. Required.
         :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword content_type: Body Parameter content-type. Content type parameter for JSON body.
          Default value is "application/json".
@@ -2839,17 +2847,25 @@ def create_message(
         :type body: JSON or IO[bytes]
         :keyword role: The role of the entity that is creating the message. Allowed values include:
 
-         * `user`: Indicates the message is sent by an actual user and should be used in most
+
+
+         * `user`:
+         Indicates the message is sent by an actual user and should be used in most
          cases to represent user-generated messages.
-         * `assistant`: Indicates the message is generated by the agent. Use this value to insert
-         messages from the agent into the
-         conversation. Known values are: "user" and "assistant". Required.
+
+         * `assistant`:
+         Indicates the message is generated by the agent. Use this value to insert
+         messages from the agent into the conversation. Known values are: "user" and "assistant".
+         Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
         :keyword content: The content of the initial message. This may be:
 
-         * A basic string, if you only need text, or
-         * An array of typed content blocks (text, image_file, image_url, etc.). Is either a str type
-         or a [MessageInputContentBlock] type. Required.
+
+
+         * A basic string (if you only need text), or
+
+         * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Is either a str
+         type or a [MessageInputContentBlock] type. Required.
         :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword attachments: A list of files attached to the message, and the tools they should be
          added to. Default value is None.
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index ced5200e8e9e..1f447bdc9c89 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,4 +1,4 @@
 directory: specification/ai/Azure.AI.Projects
-commit: cf0f491b4bb3c9be8865728eea0a0b6065d51a5d
+commit: 43a0a6557c0a8122bc6b5b99e9887c4c97b47083
 repo: Azure/azure-rest-api-specs
 additionalDirectories: 

From 80e67785050974c723238670212bcc08e476fa58 Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Sun, 13 Apr 2025 20:51:25 -0700
Subject: [PATCH 09/15] update docstrings

---
 .../ai/projects/aio/operations/_operations.py | 50 ++++++-------------
 .../azure/ai/projects/models/_models.py       | 50 ++++++-------------
 .../ai/projects/operations/_operations.py     | 50 ++++++-------------
 sdk/ai/azure-ai-projects/tsp-location.yaml    |  2 +-
 4 files changed, 43 insertions(+), 109 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
index 397fb2b716b0..094c28b22296 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
@@ -1358,26 +1358,15 @@ async def create_message(
         :param thread_id: Identifier of the thread. Required.
         :type thread_id: str
         :keyword role: The role of the entity that is creating the message. Allowed values include:
-
-
-
-         * `user`:
-         Indicates the message is sent by an actual user and should be used in most
-         cases to represent user-generated messages.
-
-         * `assistant`:
-         Indicates the message is generated by the agent. Use this value to insert
-         messages from the agent into the conversation. Known values are: "user" and "assistant".
+         ``user``, which indicates the message is sent by an actual user (and should be
+         used in most cases to represent user-generated messages), and ``assistant``,
+         which indicates the message is generated by the agent (use this value to insert
+         messages from the agent into the conversation). Known values are: "user" and "assistant".
          Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
-        :keyword content: The content of the initial message. This may be:
-
-
-
-         * A basic string (if you only need text), or
-
-         * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Is either a str
-         type or a [MessageInputContentBlock] type. Required.
+        :keyword content: The content of the initial message. This may be a basic string (if you only
+         need text) or an array of typed content blocks (for example, text, image_file,
+         image_url, and so on). Is either a str type or a [MessageInputContentBlock] type. Required.
         :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword content_type: Body Parameter content-type. Content type parameter for JSON body.
          Default value is "application/json".
@@ -1450,26 +1439,15 @@ async def create_message(
         :param body: Is either a JSON type or a IO[bytes] type. Required.
         :type body: JSON or IO[bytes]
         :keyword role: The role of the entity that is creating the message. Allowed values include:
-
-
-
-         * `user`:
-         Indicates the message is sent by an actual user and should be used in most
-         cases to represent user-generated messages.
-
-         * `assistant`:
-         Indicates the message is generated by the agent. Use this value to insert
-         messages from the agent into the conversation. Known values are: "user" and "assistant".
+         ``user``, which indicates the message is sent by an actual user (and should be
+         used in most cases to represent user-generated messages), and ``assistant``,
+         which indicates the message is generated by the agent (use this value to insert
+         messages from the agent into the conversation). Known values are: "user" and "assistant".
          Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
-        :keyword content: The content of the initial message. This may be:
-
-
-
-         * A basic string (if you only need text), or
-
-         * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Is either a str
-         type or a [MessageInputContentBlock] type. Required.
+        :keyword content: The content of the initial message. This may be a basic string (if you only
+         need text) or an array of typed content blocks (for example, text, image_file,
+         image_url, and so on). Is either a str type or a [MessageInputContentBlock] type. Required.
         :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword attachments: A list of files attached to the message, and the tools they should be
          added to. Default value is None.
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
index 506d4b1b3f2a..7ca8f048bf12 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
@@ -6575,26 +6575,15 @@ class ThreadMessageOptions(_model_base.Model):
     as provided during that thread's creation for its initial state.
 
     :ivar role: The role of the entity that is creating the message. Allowed values include:
-
-
-
-     * `user`:
-     Indicates the message is sent by an actual user and should be used in most
-     cases to represent user-generated messages.
-
-     * `assistant`:
-     Indicates the message is generated by the agent. Use this value to insert
-     messages from the agent into the conversation. Required. Known values are: "user" and
+     ``user``, which indicates the message is sent by an actual user (and should be
+     used in most cases to represent user-generated messages), and ``assistant``,
+     which indicates the message is generated by the agent (use this value to insert
+     messages from the agent into the conversation). Required. Known values are: "user" and
      "assistant".
     :vartype role: str or ~azure.ai.projects.models.MessageRole
-    :ivar content: The content of the initial message. This may be:
-
-
-
-     * A basic string (if you only need text), or
-
-     * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Required. Is
-     either a str type or a [MessageInputContentBlock] type.
+    :ivar content: The content of the initial message. This may be a basic string (if you only
+     need text) or an array of typed content blocks (for example, text, image_file,
+     image_url, and so on). Required. Is either a str type or a [MessageInputContentBlock] type.
     :vartype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
     :ivar attachments: A list of files attached to the message, and the tools they should be added
      to.
@@ -6607,26 +6596,15 @@ class ThreadMessageOptions(_model_base.Model):
 
     role: Union[str, "_models.MessageRole"] = rest_field(visibility=["read", "create", "update", "delete", "query"])
     """The role of the entity that is creating the message. Allowed values include:
-     
-     
-     
-     * `user`:
-     Indicates the message is sent by an actual user and should be used in most
-     cases to represent user-generated messages.
-     
-     * `assistant`:
-     Indicates the message is generated by the agent. Use this value to insert
-     messages from the agent into the conversation. Required. Known values are: \"user\" and
+     ``user``, which indicates the message is sent by an actual user (and should be
+     used in most cases to represent user-generated messages), and ``assistant``,
+     which indicates the message is generated by the agent (use this value to insert
+     messages from the agent into the conversation). Required. Known values are: \"user\" and
      \"assistant\"."""
     content: "_types.MessageInputContent" = rest_field(visibility=["read", "create", "update", "delete", "query"])
-    """The content of the initial message. This may be:
-     
-     
-     
-     * A basic string (if you only need text), or
-     
-     * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Required. Is
-     either a str type or a [MessageInputContentBlock] type."""
+    """The content of the initial message. This may be a basic string (if you only
+     need text) or an array of typed content blocks (for example, text, image_file,
+     image_url, and so on). Required. Is either a str type or a [MessageInputContentBlock] type."""
     attachments: Optional[List["_models.MessageAttachment"]] = rest_field(
         visibility=["read", "create", "update", "delete", "query"]
     )
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
index 20469ab53b56..ea3a083e9dde 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
@@ -2754,26 +2754,15 @@ def create_message(
         :param thread_id: Identifier of the thread. Required.
         :type thread_id: str
         :keyword role: The role of the entity that is creating the message. Allowed values include:
-
-
-
-         * `user`:
-         Indicates the message is sent by an actual user and should be used in most
-         cases to represent user-generated messages.
-
-         * `assistant`:
-         Indicates the message is generated by the agent. Use this value to insert
-         messages from the agent into the conversation. Known values are: "user" and "assistant".
+         ``user``, which indicates the message is sent by an actual user (and should be
+         used in most cases to represent user-generated messages), and ``assistant``,
+         which indicates the message is generated by the agent (use this value to insert
+         messages from the agent into the conversation). Known values are: "user" and "assistant".
          Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
-        :keyword content: The content of the initial message. This may be:
-
-
-
-         * A basic string (if you only need text), or
-
-         * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Is either a str
-         type or a [MessageInputContentBlock] type. Required.
+        :keyword content: The content of the initial message. This may be a basic string (if you only
+         need text) or an array of typed content blocks (for example, text, image_file,
+         image_url, and so on). Is either a str type or a [MessageInputContentBlock] type. Required.
         :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword content_type: Body Parameter content-type. Content type parameter for JSON body.
          Default value is "application/json".
@@ -2846,26 +2835,15 @@ def create_message(
         :param body: Is either a JSON type or a IO[bytes] type. Required.
         :type body: JSON or IO[bytes]
         :keyword role: The role of the entity that is creating the message. Allowed values include:
-
-
-
-         * `user`:
-         Indicates the message is sent by an actual user and should be used in most
-         cases to represent user-generated messages.
-
-         * `assistant`:
-         Indicates the message is generated by the agent. Use this value to insert
-         messages from the agent into the conversation. Known values are: "user" and "assistant".
+         ``user``, which indicates the message is sent by an actual user (and should be
+         used in most cases to represent user-generated messages), and ``assistant``,
+         which indicates the message is generated by the agent (use this value to insert
+         messages from the agent into the conversation). Known values are: "user" and "assistant".
          Required.
         :paramtype role: str or ~azure.ai.projects.models.MessageRole
-        :keyword content: The content of the initial message. This may be:
-
-
-
-         * A basic string (if you only need text), or
-
-         * An array of typed content blocks (e.g., text, image_file, image_url, etc.). Is either a str
-         type or a [MessageInputContentBlock] type. Required.
+        :keyword content: The content of the initial message. This may be a basic string (if you only
+         need text) or an array of typed content blocks (for example, text, image_file,
+         image_url, and so on). Is either a str type or a [MessageInputContentBlock] type. Required.
         :paramtype content: str or list[~azure.ai.projects.models.MessageInputContentBlock]
         :keyword attachments: A list of files attached to the message, and the tools they should be
          added to. Default value is None.
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 1f447bdc9c89..7cbdc49d69e0 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,4 +1,4 @@
 directory: specification/ai/Azure.AI.Projects
-commit: 43a0a6557c0a8122bc6b5b99e9887c4c97b47083
+commit: df3a0ab852affb903517bcbdfd6de722795f95bf
 repo: Azure/azure-rest-api-specs
 additionalDirectories: 

From 96f147e3b4c1cc2f14aab57d2cb29a7f1db61ad9 Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Sun, 13 Apr 2025 21:33:08 -0700
Subject: [PATCH 10/15] update upload_file aio

---
 .../azure/ai/projects/aio/operations/_patch.py       | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_patch.py b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_patch.py
index ca9fe7d7ad6a..0571def5cd73 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_patch.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_patch.py
@@ -2425,15 +2425,19 @@ async def upload_file(
         :raises IOError: If there are issues with reading the file.
         :raises: HttpResponseError for HTTP errors.
         """
+        # If a JSON body is provided directly, pass it along
         if body is not None:
-            return await super().upload_file(body=body, **kwargs)
+            return await super()._upload_file(body=body, **kwargs)
 
+        # Convert FilePurpose enum to string if necessary
         if isinstance(purpose, FilePurpose):
             purpose = purpose.value
 
+        # If file content is passed in directly
         if file is not None and purpose is not None:
-            return await super().upload_file(file=file, purpose=purpose, filename=filename, **kwargs)
+            return await super()._upload_file(body={"file": file, "purpose": purpose, "filename": filename}, **kwargs)
 
+        # If a file path is provided
         if file_path is not None and purpose is not None:
             if not os.path.isfile(file_path):
                 raise FileNotFoundError(f"The file path provided does not exist: {file_path}")
@@ -2442,11 +2446,11 @@ async def upload_file(
                 with open(file_path, "rb") as f:
                     content = f.read()
 
-                # Determine filename and create correct FileType
+                # If no explicit filename is provided, use the base name
                 base_filename = filename or os.path.basename(file_path)
                 file_content: FileType = (base_filename, content)
 
-                return await super().upload_file(file=file_content, purpose=purpose, **kwargs)
+                return await super()._upload_file(body={"file": file_content, "purpose": purpose}, **kwargs)
             except IOError as e:
                 raise IOError(f"Unable to read file: {file_path}.") from e
 

From 94beb038ba2d4d5383b24fc593614f04a40055f3 Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Sun, 13 Apr 2025 22:25:12 -0700
Subject: [PATCH 11/15] update README

---
 sdk/ai/azure-ai-projects/README.md                    | 11 +++++++++--
 .../samples/agents/sample_agents_openapi.py           |  1 -
 2 files changed, 9 insertions(+), 3 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/README.md b/sdk/ai/azure-ai-projects/README.md
index c668b8ea19d0..5a05bd6c7060 100644
--- a/sdk/ai/azure-ai-projects/README.md
+++ b/sdk/ai/azure-ai-projects/README.md
@@ -789,10 +789,17 @@ auth = OpenApiAnonymousAuthDetails()
 
 # Initialize agent OpenApi tool using the read in OpenAPI spec
 openapi_tool = OpenApiTool(
-    name="get_weather", spec=openapi_weather, description="Retrieve weather information for a location", auth=auth, default_parameters=["format"]
+    name="get_weather",
+    spec=openapi_weather,
+    description="Retrieve weather information for a location",
+    auth=auth,
+    default_parameters=["format"],
 )
 openapi_tool.add_definition(
-    name="get_countries", spec=openapi_countries, description="Retrieve a list of countries", auth=auth,
+    name="get_countries",
+    spec=openapi_countries,
+    description="Retrieve a list of countries",
+    auth=auth,
 )
 
 # Create agent with OpenApi tool and process assistant run
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_openapi.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_openapi.py
index c0cc94b770e8..e3edf7243c26 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_openapi.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_openapi.py
@@ -69,7 +69,6 @@
         instructions="You are a helpful assistant",
         tools=openapi_tool.definitions,
     )
-
     # [END create_agent_with_openapi]
 
     print(f"Created agent, ID: {agent.id}")

From cc46cbae8712d6b23a31ad676ecbc03d24195879 Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Mon, 14 Apr 2025 08:47:20 -0700
Subject: [PATCH 12/15] update README

---
 sdk/ai/azure-ai-projects/README.md | 1 -
 1 file changed, 1 deletion(-)

diff --git a/sdk/ai/azure-ai-projects/README.md b/sdk/ai/azure-ai-projects/README.md
index 5a05bd6c7060..bc3e6d7f06ff 100644
--- a/sdk/ai/azure-ai-projects/README.md
+++ b/sdk/ai/azure-ai-projects/README.md
@@ -606,7 +606,6 @@ agent = project_client.agents.create_agent(
 
 Currently, the Azure Function integration for the AI Agent has the following limitations:
 
-- Azure Functions integration is available **only for non-streaming scenarios**.
 - Supported trigger for Azure Function is currently limited to **Queue triggers** only.
   HTTP or other trigger types and streaming responses are not supported at this time.
 

From d5d1477018a7801108d68df6a2746a54a2216f4e Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Tue, 15 Apr 2025 10:37:14 -0700
Subject: [PATCH 13/15] update change log

---
 sdk/ai/azure-ai-projects/CHANGELOG.md                       | 6 ++++--
 .../samples/agents/sample_agents_image_input_base64.py      | 3 +++
 .../samples/agents/sample_agents_image_input_file.py        | 3 +++
 .../samples/agents/sample_agents_image_input_url.py         | 3 +++
 4 files changed, 13 insertions(+), 2 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index fe79fcb56fa1..2890bb0b21f0 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -4,12 +4,14 @@
 
 ### Features added
 * Utilities to load prompt template strings and Prompty file content
-* Add BingCustomSearchTool class with sample
-* Add list_threads API to agents namespace
+* Added BingCustomSearchTool class with sample
+* Added list_threads API to agents namespace
+* Added image input support for agents create_message
 
 ### Sample updates
 * New BingCustomSearchTool sample
 * Add list_threads usage to agent basics sample
+* New samples added for image input from url, file and base64
 
 ### Bugs Fixed
 
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
index 4ae6176b7b62..aba75b1fd064 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_base64.py
@@ -92,6 +92,9 @@ def image_to_base64(image_path: str) -> str:
         run = project_client.agents.get_run(thread_id=thread.id, run_id=run.id)
         print(f"Run status: {run.status}")
 
+    if run.status == "failed":
+        print(f"Run failed: {run.last_error}")
+
     project_client.agents.delete_agent(agent.id)
     print("Deleted agent")
 
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
index c79cd0b59fed..2ba4a1ba1c78 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_file.py
@@ -73,6 +73,9 @@
         run = project_client.agents.get_run(thread_id=thread.id, run_id=run.id)
         print(f"Run status: {run.status}")
 
+    if run.status == "failed":
+        print(f"Run failed: {run.last_error}")
+
     project_client.agents.delete_agent(agent.id)
     print("Deleted agent")
 
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
index 4a85674b72e0..fd09bd81ce21 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_image_input_url.py
@@ -72,6 +72,9 @@
         run = project_client.agents.get_run(thread_id=thread.id, run_id=run.id)
         print(f"Run status: {run.status}")
 
+    if run.status == "failed":
+        print(f"Run failed: {run.last_error}")
+
     project_client.agents.delete_agent(agent.id)
     print("Deleted agent")
 

From 33062164b674d8b29a0b99b58e269fa5269ed6af Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Tue, 15 Apr 2025 12:39:35 -0700
Subject: [PATCH 14/15] update README

---
 sdk/ai/azure-ai-projects/README.md | 83 ++++++++++++++++++++++++++++++
 1 file changed, 83 insertions(+)

diff --git a/sdk/ai/azure-ai-projects/README.md b/sdk/ai/azure-ai-projects/README.md
index 57b09c854978..7f97b1eae1c8 100644
--- a/sdk/ai/azure-ai-projects/README.md
+++ b/sdk/ai/azure-ai-projects/README.md
@@ -52,6 +52,7 @@ To report an issue with the client library, or request additional features, plea
     - [Create message](#create-message) with:
       - [File search attachment](#create-message-with-file-search-attachment)
       - [Code interpreter attachment](#create-message-with-code-interpreter-attachment)
+      - [Create Message with Image Inputs](#create-message-with-image-inputs)
     - [Execute Run, Run_and_Process, or Stream](#create-run-run_and_process-or-stream)
     - [Retrieve message](#retrieve-message)
     - [Retrieve file](#retrieve-file)
@@ -981,6 +982,88 @@ message = project_client.agents.create_message(
 
 <!-- END SNIPPET -->
 
+#### Create Message with Image Inputs
+
+You can send messages to Azure agents with image inputs in following ways:
+
+- **Using an image stored as a uploaded file**
+- **Using a public image accessible via URL**
+- **Using a base64 encoded image string**
+
+The following examples demonstrate each method:
+
+##### Create message using uploaded image file
+
+```python
+# Upload the local image file
+image_file = project_client.agents.upload_file_and_poll(file_path="image_file.png", purpose="assistants")
+
+# Construct content using uploaded image
+file_param = MessageImageFileParam(file_id=image_file.id, detail="high")
+content_blocks = [
+    MessageInputTextBlock(text="Hello, what is in the image?"),
+    MessageInputImageFileBlock(image_file=file_param),
+]
+
+# Create the message
+message = project_client.agents.create_message(
+    thread_id=thread.id,
+    role="user",
+    content=content_blocks
+)
+```
+
+##### Create message with an image URL input
+
+```python
+# Specify the public image URL
+image_url = "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+
+# Create content directly referencing image URL
+url_param = MessageImageUrlParam(url=image_url, detail="high")
+content_blocks = [
+    MessageInputTextBlock(text="Hello, what is in the image?"),
+    MessageInputImageUrlBlock(image_url=url_param),
+]
+
+# Create the message
+message = project_client.agents.create_message(
+    thread_id=thread.id,
+    role="user",
+    content=content_blocks
+)
+```
+
+##### Create message with base64-encoded image input
+
+```python
+import base64
+
+def image_file_to_base64(path: str) -> str:
+    with open(path, "rb") as f:
+        return base64.b64encode(f.read()).decode("utf-8")
+
+# Convert your image file to base64 format
+image_base64 = image_file_to_base64("image_file.png")
+
+# Prepare the data URL
+img_data_url = f"data:image/png;base64,{image_base64}"
+
+# Use base64 encoded string as image URL parameter
+url_param = MessageImageUrlParam(url=img_data_url, detail="high")
+content_blocks = [
+    MessageInputTextBlock(text="Hello, what is in the image?"),
+    MessageInputImageUrlBlock(image_url=url_param),
+]
+
+# Create the message
+message = project_client.agents.create_message(
+    thread_id=thread.id,
+    role="user",
+    content=content_blocks
+)
+```
+
 #### Create Run, Run_and_Process, or Stream
 
 To process your message, you can use `create_run`, `create_and_process_run`, or `create_stream`.

From 79e77189dd03bb8a71d02457b9002cdf67a9cc5c Mon Sep 17 00:00:00 2001
From: jhakulin <jhakulin@microsoft.com>
Date: Tue, 15 Apr 2025 13:47:33 -0700
Subject: [PATCH 15/15] update against latest typespec

---
 sdk/ai/azure-ai-projects/CHANGELOG.md         |  1 -
 .../azure-ai-projects/apiview-properties.json |  2 +
 .../azure/ai/projects/models/__init__.py      |  4 +
 .../azure/ai/projects/models/_enums.py        |  2 +
 .../azure/ai/projects/models/_models.py       | 90 +++++++++++++++++--
 .../ai/projects/operations/_operations.py     |  2 +-
 .../samples/agents/sample_agents_basics.py    |  9 --
 sdk/ai/azure-ai-projects/tsp-location.yaml    |  2 +-
 8 files changed, 94 insertions(+), 18 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index 60de5aba5ded..58fb350038a9 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -11,7 +11,6 @@
 ### Sample updates
 * Added `project_client.agents.enable_auto_function_calls(toolset=toolset)` to all samples that has `toolcalls` executed by `azure-ai-project` SDK
 * New BingCustomSearchTool sample
-* Add list_threads usage to agent basics sample
 * New samples added for image input from url, file and base64
 
 ### Bugs Fixed
diff --git a/sdk/ai/azure-ai-projects/apiview-properties.json b/sdk/ai/azure-ai-projects/apiview-properties.json
index a579c7c24377..edfd93b298e0 100644
--- a/sdk/ai/azure-ai-projects/apiview-properties.json
+++ b/sdk/ai/azure-ai-projects/apiview-properties.json
@@ -23,6 +23,8 @@
         "azure.ai.projects.models.BingGroundingToolDefinition": "Azure.AI.Projects.Agents.BingGroundingToolDefinition",
         "azure.ai.projects.models.CodeInterpreterToolDefinition": "Azure.AI.Projects.Agents.CodeInterpreterToolDefinition",
         "azure.ai.projects.models.CodeInterpreterToolResource": "Azure.AI.Projects.Agents.CodeInterpreterToolResource",
+        "azure.ai.projects.models.ConnectedAgentDetails": "Azure.AI.Projects.Agents.ConnectedAgentDetails",
+        "azure.ai.projects.models.ConnectedAgentToolDefinition": "Azure.AI.Projects.Agents.ConnectedAgentToolDefinition",
         "azure.ai.projects.models.Trigger": "Azure.AI.Projects.Trigger",
         "azure.ai.projects.models.CronTrigger": "Azure.AI.Projects.CronTrigger",
         "azure.ai.projects.models.Dataset": "Azure.AI.Projects.Dataset",
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py
index 157339f6d907..6e1bbfc0c2fc 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/__init__.py
@@ -33,6 +33,8 @@
     BingGroundingToolDefinition,
     CodeInterpreterToolDefinition,
     CodeInterpreterToolResource,
+    ConnectedAgentDetails,
+    ConnectedAgentToolDefinition,
     CronTrigger,
     Dataset,
     Evaluation,
@@ -262,6 +264,8 @@
     "BingGroundingToolDefinition",
     "CodeInterpreterToolDefinition",
     "CodeInterpreterToolResource",
+    "ConnectedAgentDetails",
+    "ConnectedAgentToolDefinition",
     "CronTrigger",
     "Dataset",
     "Evaluation",
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py
index 941ebd19d0a3..20b2b87e2cc2 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_enums.py
@@ -47,6 +47,8 @@ class AgentsNamedToolChoiceType(str, Enum, metaclass=CaseInsensitiveEnumMeta):
     """Tool type ``azure_ai_search``"""
     BING_CUSTOM_SEARCH = "bing_custom_search"
     """Tool type ``bing_custom_search``"""
+    CONNECTED_AGENT = "connected_agent"
+    """Tool type ``connected_agent``"""
 
 
 class AgentStreamEvent(str, Enum, metaclass=CaseInsensitiveEnumMeta):
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
index 572277ddb44a..718754ae47b1 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
@@ -227,7 +227,8 @@ class AgentsNamedToolChoice(_model_base.Model):
 
     :ivar type: the type of tool. If type is ``function``, the function name must be set. Required.
      Known values are: "function", "code_interpreter", "file_search", "bing_grounding",
-     "fabric_dataagent", "sharepoint_grounding", "azure_ai_search", and "bing_custom_search".
+     "fabric_dataagent", "sharepoint_grounding", "azure_ai_search", "bing_custom_search", and
+     "connected_agent".
     :vartype type: str or ~azure.ai.projects.models.AgentsNamedToolChoiceType
     :ivar function: The name of the function to call.
     :vartype function: ~azure.ai.projects.models.FunctionName
@@ -238,8 +239,8 @@ class AgentsNamedToolChoice(_model_base.Model):
     )
     """the type of tool. If type is ``function``, the function name must be set. Required. Known
      values are: \"function\", \"code_interpreter\", \"file_search\", \"bing_grounding\",
-     \"fabric_dataagent\", \"sharepoint_grounding\", \"azure_ai_search\", and
-     \"bing_custom_search\"."""
+     \"fabric_dataagent\", \"sharepoint_grounding\", \"azure_ai_search\", \"bing_custom_search\",
+     and \"connected_agent\"."""
     function: Optional["_models.FunctionName"] = rest_field(visibility=["read", "create", "update", "delete", "query"])
     """The name of the function to call."""
 
@@ -660,9 +661,9 @@ class ToolDefinition(_model_base.Model):
 
     You probably want to use the sub-classes and not this class directly. Known sub-classes are:
     AzureAISearchToolDefinition, AzureFunctionToolDefinition, BingCustomSearchToolDefinition,
-    BingGroundingToolDefinition, CodeInterpreterToolDefinition, MicrosoftFabricToolDefinition,
-    FileSearchToolDefinition, FunctionToolDefinition, OpenApiToolDefinition,
-    SharepointToolDefinition
+    BingGroundingToolDefinition, CodeInterpreterToolDefinition, ConnectedAgentToolDefinition,
+    MicrosoftFabricToolDefinition, FileSearchToolDefinition, FunctionToolDefinition,
+    OpenApiToolDefinition, SharepointToolDefinition
 
     :ivar type: The object type. Required. Default value is None.
     :vartype type: str
@@ -1016,6 +1017,83 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
 
 
+class ConnectedAgentDetails(_model_base.Model):
+    """Information for connecting one agent to another as a tool.
+
+    :ivar id: The identifier of the child agent. Required.
+    :vartype id: str
+    :ivar name: The name of the agent to be called. Required.
+    :vartype name: str
+    :ivar description: A description of what the agent does, used by the model to choose when and
+     how to call the agent. Required.
+    :vartype description: str
+    """
+
+    id: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """The identifier of the child agent. Required."""
+    name: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """The name of the agent to be called. Required."""
+    description: str = rest_field(visibility=["read", "create", "update", "delete", "query"])
+    """A description of what the agent does, used by the model to choose when and how to call the
+     agent. Required."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        id: str,  # pylint: disable=redefined-builtin
+        name: str,
+        description: str,
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, **kwargs)
+
+
+class ConnectedAgentToolDefinition(ToolDefinition, discriminator="connected_agent"):
+    """The input definition information for a connected agent tool which defines a domain specific
+    sub-agent.
+
+    :ivar type: The object type, which is always 'connected_agent'. Required. Default value is
+     "connected_agent".
+    :vartype type: str
+    :ivar connected_agent: The sub-agent to connect. Required.
+    :vartype connected_agent: ~azure.ai.projects.models.ConnectedAgentDetails
+    """
+
+    type: Literal["connected_agent"] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
+    """The object type, which is always 'connected_agent'. Required. Default value is
+     \"connected_agent\"."""
+    connected_agent: "_models.ConnectedAgentDetails" = rest_field(
+        visibility=["read", "create", "update", "delete", "query"]
+    )
+    """The sub-agent to connect. Required."""
+
+    @overload
+    def __init__(
+        self,
+        *,
+        connected_agent: "_models.ConnectedAgentDetails",
+    ) -> None: ...
+
+    @overload
+    def __init__(self, mapping: Mapping[str, Any]) -> None:
+        """
+        :param mapping: raw JSON to initialize the model.
+        :type mapping: Mapping[str, Any]
+        """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        super().__init__(*args, type="connected_agent", **kwargs)
+
+
 class CredentialsApiKeyAuth(_model_base.Model):
     """The credentials needed for API key authentication.
 
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
index b1d7ddda6cf0..480b7afc8931 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
@@ -33,7 +33,7 @@
 from .._configuration import AIProjectClientConfiguration
 from .._model_base import SdkJSONEncoder, _deserialize
 from .._serialization import Deserializer, Serializer
-from .._vendor import FileType, prepare_multipart_form_data
+from .._vendor import prepare_multipart_form_data
 
 if sys.version_info >= (3, 9):
     from collections.abc import MutableMapping
diff --git a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_basics.py b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_basics.py
index 4b9305af9c44..7a3d260ff623 100644
--- a/sdk/ai/azure-ai-projects/samples/agents/sample_agents_basics.py
+++ b/sdk/ai/azure-ai-projects/samples/agents/sample_agents_basics.py
@@ -55,14 +55,6 @@
     threads = project_client.agents.list_threads()
     # [END list_threads]
 
-    # Print thread information
-    print(f"Threads for agent {agent.id}:")
-    for current_thread in threads.data:
-        print(f"Thread ID: {current_thread.id}")
-        print(f"Created at: {current_thread.created_at}")
-        print(f"Metadata: {current_thread.metadata}")
-        print("---")
-
     # [START create_message]
     message = project_client.agents.create_message(thread_id=thread.id, role="user", content="Hello, tell me a joke")
     # [END create_message]
@@ -93,4 +85,3 @@
             print(f"{data_point.role}: {last_message_content.text.value}")
 
     # [END list_messages]
-    print(f"Messages: {messages}")
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 7cbdc49d69e0..95a2db669486 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,4 +1,4 @@
 directory: specification/ai/Azure.AI.Projects
-commit: df3a0ab852affb903517bcbdfd6de722795f95bf
+commit: 66f3f5a1184215abf25d93f185b55dfbc75b0050
 repo: Azure/azure-rest-api-specs
 additionalDirectories: