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	<title>Services &#038; Solutions Co. &#187; AI News</title>
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		<title>Beyond NLP: 8 challenges to building a chatbot</title>
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		<pubDate>Tue, 04 Feb 2025 07:30:17 +0000</pubDate>
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		<description><![CDATA[Beyond NLP: 8 challenges to building a chatbot Unlike most chatbots and other fully automated solutions, Tymely claims it has a human-level understanding of the customers’ language, with its technology being a mix of people and AI. Although chatbots are fast and readily available, creating personalized messages is still a blocker. This is because of [&#8230;]]]></description>
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<h1>Beyond NLP: 8 challenges to building a chatbot</h1>
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" width="307px" alt="nlp chatbot python"/></p>
<p>
<p>Unlike most chatbots and other fully automated solutions, Tymely claims it has a human-level understanding of the customers’ language, with its technology being a mix of people and AI. Although chatbots are fast and readily available, creating personalized messages is still a blocker. This is because of their inability to comprehend the nuanced industry-specific languages customers use. WATConsult’s 2021 research adds more weight to this stance, revealing the main blockers to using chatbots are lack of understanding (50%), inability to solve complex issues (47%), and lack of personal service experience (45%). According to a report by Gartner, Chatbots’ self-service report is also statistically underwhelming.</p>
</p>
<p>
<p>InfoWorld does not accept marketing collateral for publication and reserves the right to edit all contributed content. Faris Sweis is senior vice president and general manager of the developer tooling business at&nbsp;Progress. Previously Sweis was the chief technical officer at Telerik, which was acquired by Progress in 2014, and prior to that he spent 10 years at Microsoft.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="301px" alt="nlp chatbot python"/></p>
<p>
<h2>Beyond NLP: 8 challenges to building a chatbot</h2>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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teWODmktcDYI3BW3+1pzjPgkDJWvbVvbqPX3XN5k7V2JcxCn4xPzgPH+Ya/eqbQppZlZ0tqN3yuLD2dqPvSdG9osi29xqFVqrIjQc4ShjhsNdfuT2u5e4oyf1Y91mW3LD34viGMcoeGl4Fa0dFipN7SzRITQiBJCEAhCaAQhCgSEIQCaSEDQkhA0IQg61JUpB1p0CoKJII5PmbR7hZZMR7dW+YfiugQlSDkkEGiKKS6j42vFObfqssmGRqw36FUZUJua5ppwIPqkgEIQgEIQgEIQgFNrOrjSTBqrALNk0FqSa3USDRu0Nd6LRDlRx+Xk5BuaWNz2jRqC7m1W8c/G+WKy2OryRTixR9QqX4r26t8w/FYWucw20kH0WqLOc3SQcw7jddv3OLk++av5je8b2g6xoRRCQK3tkhyW1ofQ7rNJjauMdloPVZz4PGbxu4mWOkI5HRvD2PLXDUOaaI+q24/FMhmVDNM8zmEEM8Qkht3r3Optc4gtOopO1w0w9F4XBuIySCKU48znGnOPK1xrcNOw5jtd0PVc7P4Vl8PLfHYOVxprmmwT7b/AIdFz7V8OZNE6Ih3M2F/Oxj9Wg+yaEHtcxxa9pa4Gi1wohK12I8vE4seTOhDcohobM1wZzdy46DppodNFHK4E9z2PwJYpopiPDHOA4XsNetan6po25NpWh7HRuLXtc1w3DhRUbTSglIlDj2UbU0HzJWo2i0E+ZFqCLQT5kw5QG+qCddEE7TtV2i0FlpqAKdqh5Er/swi5jyc/Ny9LrdZFfN8g91QoBCEIBCEIEmhCASTSQCE0lAIQhAIQhAJpIQdRMOISTUEw61LQqpMOIQTLVEhSD7T0KCpzA4U4Aj1WaTDB1jNehW0tSIQcp8bmGnAhQXWLbFEWFnkxGu1YeU/gqMKFZJC+P5m6dwq0Am1pc4NG5SWrCj5nOf/AIUCfEIi1u56lUPJur0V8zuZ4tZ3fMVq/anyipt2UF2uE8E/tLhz5mS8krZC0Ai2kUD79VlXOxo2yTNa++XUmt9FsdDA9jx4fI8/Jy7D3/FV5ODm8MlD5Yi0NOjxq0/VRfmXGQ2MB7hTn3ZKisoPUK6LKkjN2T9VShals6R0WZUM1iVtE9QE3YjX6wvDtL0XNVkcz4yOVxXWcsv3QXPiewkOGyguljHJyGG8V8obvQtw/ilJixseyKcGKaTVra1r2/mt+GN6v9r47c9WwZE2O/mhkLD6bHpqNjuVqm4cAR4MgtxoMkIBPsdj9aWabHlgfyTRujd2cN/buufzpmz4aRnDJzI5c0MLYoeRjQy2imnltvUXWn8FsdwrC4hKwcMy6PIHPZIw6DQFxq6NnYCvWlxiEhbSCCQRsQrpFmVg5OICZ4nMbz8gcaon0/r81mXXxuN5MTh9oazJaQQ/xB5nAgAgu3Pyt3vYdFDJGHlywR4rI4XzS+Y1QjBDWgE0OoLjWgvRTxNuUhdXI4HmMp0MMssRvzFga4VvzCzy+5XMq9RsppdoopOkUpoRQnSFNKSaEioJA666hMFQTtA3tc9vlBNa6Kmle2V0YJaaJFWtHK3JhMr+Vnm8zvSlUYELT4MXgvlskXTRsQVnLSNwR7hBFCZBGhBB9UIEhCFFCEIQCEJIBCEIBCEKAQhCDqdgjql3Ov1SJoAaWehKgmhRvzUOnonzCtfL7oGmCQkhBMPUtCq0AkbILOVRIQ1/dTsFBUQqJMZj9QOU+i1lqrcKQc6THezWrHcLXw4XE8eqZe0mgdVZBTXnQeZBkym8sxrZZpPmW7MbTye7QsUnzfRdL9p8oL2fwbM1nC5WubYMxN/9rV4xet+EyBw2S/8AjH/xaudHqPDjmaeUgg7gricQ+GMWe3RA48n+QeX7v5Uui00bBo9wtDMlwFPHMFFeCzuC5uFbnx+JGP249R9eoXOX1INilHkNHsVyuJfD2JlW4x+HIf249CffoVdo8EtcELoohkSAtY4Ww9SOpC1cQ4DmYgLowJ2Dqwaj6fyW74nxvszoomfqRA3kHb0/BdOP7v7S9OS3iL/EHIXMA+VxNkf6eif2mbKlM87y4xtoE7j69Vz1uZA+RsOLEOaWZwAHqTQ/FYzztntL69RdDl80rZAeZzdQCBoe9dV0Ic4SM8KQB7ToQ4cwu7JI3v2Ct4n8E8Swhz47m5jBvyDleP8AtO/0K4QklgkLJGnmboWvFOb/ABC5S45fbVdd2Bi5ILseTwiGl9E8zQPXq2/qsWThT4x/SM8v+IGx9/8ANRina9zTz8pBBp22i3QZ0sdB+po0Sd3Hdx/xLrOTLHv2OVSXKu54GDmBxaDE+yeZtCmjq4bfdSyTcMmZrHUzavyb16t3XbHkxyTSnD4jl4Rb4Mp5GkEMd5m/cdtztW5W13EMfNDn5rAZyH8tsHh26hZ6igBtr6rmFqiWrp4o1xcIfLC1weQ4+I6y0lvI0Ah21jmp1XvSwzQS48hjmjdG8btcKKtikkgkD4nuY4EOBaa1GoXQHGZ5udmcBkxubygOAph5r5gNLO+ml+yzcTbi0lS7mRi8NyueXFlcx3LI4RNbQY1jLbdjc1rqeqwZnDZ8Roe8B7CAS9gJaCRYBNb1RWNLtipKrUiFErNikhCFNKROiVmqvTsmdlFIjSchsjWsewNAN23+SsyZmva1rZObuK0WJMGig05LA/KLS4N0Gp9lXPAIiGjmJq3dlY2SJ7xLKSHg/KBoVdBNESXufyvJs60g5yFvfHAaMltc+zYOwWeTGe0jl81t5tOgQZ0KwxPEfORTbpVooQhCgSE0kAhCEAhCFB0TWjRQ9KtMXzHcAd9k6ok2T6EqNcrK0BPfVQANNJOhPc2E+WuVo0HUValVUBp7BP8AaJOwQH7XWgi9LNKNgNJ01+qe1DX6BBJCjepJ0r1TB0HW+yBo1GyEIJB9boLgQopFvYoKJGa2E43lpF9OqH2NwoFFaspvPEHDosgibIy+q1YzxJGWOVLQY5XRn6LUu5pKyvgc3bUL0fwySzh0m4/Sk6jTZv8AGlySO4Xf+GqOBLW3jH8gs0dJrXfsmjsCNQa0/MlXtP19fwUQK20I7Jcvpr0P4D81n3FXNIdRB+quZO9oo+ceqygUe3Tt1r+Cl4nfY9/qU2MnFH/pGuhcWEfMxw0Kp4nHHxPhmPKbAjd4MpG7Qdj+K6L2Rzt5HtDvQ7hcp7v7LyHNnaX4OQOSQj9n1+i1jl43Z6scDL4PJhyNcXNfEXUD1td34IwRmcbkzHC4sVvl/eOg/iVh+Ippo3wxubo1hLZW/LL2d9y3/CPxJhcKxDh5UT4y95cZm+YH3G/T1XLl3J6Znft7yVrnUWmq2WLO4dg8Tj5M7GZIQPK+iHD0B3WmHKiy4BNiSsmYTuxwIU2vshr2jm9OhXzZfq3PTfrbxPFPgSWO5OGzCZv/AApdHfQ7H8F5ieLM4dKYciOSJ3/DkGh/n7r68TzPBGuli7Conhjy4jDmY7JYydpBftS9OP6iz1faWR8pZkMdQdTD2dq3/RbosyVht3m1LvMb5j082+i9FxX4Hx3gycOmMLj/AHUluafruPxXlczh3EeDSf7RDJCLoPGrD9RovRjnjn0zZprzMpkpa2SIPIFOedHk977e9rL4DX6wvDv8r/K7+R/rRUty2uFTMA/zNVjGl4uMgg7Duu2OeWHTF2rexzHFr2lrhuCKKgWrUJ3NaGPAcwfsvFge3b6UgxwyfI4xHs/Vv37j6j6rvjzY3v0nkyse+KRr43Fr2mwRuFtj43xKNhYMp5BN60SDdkg/1uVnlgkjrnaQDsdwfY7FVELrqVp1hJwriPMJWR4L3vskN+UAHY7WTXQad1zv7IzHRPlZCXMbvRHNVA3V67jba1nIWrF4nl4YAhlPK0Hla7VrSeoG1+6xcVYZIJYqMkb2B2xc0i/ZV0tE0884AmmkkAJID3E0Tv8AeqSFixVZGiSm5QUAkmhQJCaEBZWk5Bla2MkRtqid7WVCDfK0SujYXczANXDVZcmJkT6bzfVQZI6M2xxB9FY2YOcXTN8QkVqapQUUkulEwRxNFsHMbdzdlW/GZIA+Pygk6nYBFYULU3Fa+MuEosX9yylQCEIQJCaEHTQhCyDraXyt6An6ppoF1A1HsjZxPT3RWpI3RVNPQnsEC/Z00v8AwhSrzDf70EajdGgJOiAFeY6e6L0HVK/KN9eoCdecafigaFEEU4/+ITvYb+qBnVUyR6W37laCDdHZNBkjkLH2tMzfEYJGfMFTPDY5go40/hu5H/KUnpVz5WmAv6/xXoPhJnNwuU/84/8Ai1ebyYCAXs1adSF6b4OP/wBrkBBIM51H7rUqOyWJVWy0lqiWeigo5R0NKBi0IPykVpqOg2Wgx0lVJo2r5QTp3vv+12PsqpI2zQuZI3nYRqD7X7haeSygsIadL0NfcAs26V59zhwwHCz4zlcMefL1dEfRZ834b/RDJ4dN9oxnatLdSB7dV6efEjy2OikbzBxrv+19/wDBcPEgyeD5nLG8nHfqRuNr17JjyyLY4OO/O4dL42LK9jhqXRu6eo7fgvTcM+OHOaIuKwCRu3ixij9Rt91K3iPDY8sGWMeFNd8zdif6+vuvL5WMY5OXIb4b+kjRofcfx3WsuLj5ZuMWXF9RweIYfEWeJhzsl7gfMPcbhal8ea+bDma4PdG8askY7f1BC9Lwv40yoKZnNGSz/GNHj+BXkz4csem5nPl7si3NN6Doq5iCBG9ge1+hBFghZuHcYweJAfZpwX9Y3aOH0/kt1XovJlK3308zxL4Q4bmgyYpOFKTQDdWE/u9PpS8pxH4c4nwsue+EviH97D5m16jp9Qvp/hiwRYA6BRHO3lHUmyRqFvD9Rnh37YsfI25TiKkaHj/EN/uU2Hn1YQ4dwdvfsvo2f8McN4rzPfB4ExJqSHQn1I2K8LxbgM+BxlnD4JRkSvosc0cpF9/Ve7Dkxzm+nO4xbheSN7Tud2kaEe3VPM4e0uDoeVpIstG1pZbPsUBOvM3ygncu/rVYsficrSGyjxB3Gjv9fqvV+l5sP9U9f+7XjuNmrFckL4z5mkeqqLV2WzRztplOJ2B0d93X6Kh+GyS+XyO2r19l9D9rHOb47tu8e/tcotUSFsmxZYibbYHULK4LhlhZ252WdqixztGiyqyCDRFFWvFC0vEJFPAePVebK6uhWkreRj/kdR7O/moOY5mjgQksqooKaSoSE0KBIQhBIP1BPmroVZJkuewMaAxg6BUpIC0k0KBITSRQhCFB1EKVJLISE6RSoSEIQHW+qWoae/oFJCgRGrdCfW0h8zjp9N06F3WqRBDT3PYIFqWC+Y39FKv0l0NB9UEC22LruUx8x1H3aoI6lp3PtonqCBpXqdUEWzYm/oma5x8u31QKwbpZp4a8zVo1LXbn8EyNhp7FBnxsksPJJq3uvScFGZBivmwmskhMh5otiTQ1H4dl5meHctGnVes+D3iPg8r5XU0Tkep8rdAg6wyZJoq8N2Mwt88jzTgT0b/M/itTWloA6balZXw/bmvjnhDY3Ecrb8wrqSNj7LOMXP4friy/aYR/dvqx7Hb8vqoOnodiD10KXIseHxHFllcxwME5+Zj9D+P8VqkyGjIbBG3xJN5CDpG3ufU9kD5VJooqzl/FFLOU2GGNNabEH8bVM0HO0BzQ4Dr12P1/FXhO15LjZdrtiY2rBFgg132aff7r91nzeFsyQQADfQ69SP5dKXQexrg4HZ2/9dfqk4Paeb523ddjzA+vr/ouWVy47v4bl28XmcJmxgeRniwu1MZ/MLkvxpGgyY/NJGPmFeZnuP4/kvZ5nHMUTnDhYcjJ5uQNOjebUak/Tr9y5M2F48obHK3IzJBZZAKjYPU9f9F9Di5fOa5HPLH/AGuJEJgQ4eQjUG6XpeE/E+fi0zIeMqMdHXzD/u/nayP4aMd7m5ofGa8sjG3GPetfvXPzeGcTib4jLyIOj4NR9wXbPj4bPc2zN77e6g+J48qZsMGK7xHbCSVjb/FdEz8TcPLhxN/el/0XyEksdUjSw+opd7g/xRxTC5WRudlxD+7eC6vYjULwcn6fXvCf8/8Abp5fl7qfJ4zjQST+DhtjY0ucS47D7l5HGdkcT4yc6Fpkmc6+YfK369F3sjPk+IOFCDwMjBjc4eOZW0S0a03vZ60nBWJA2HBiZjY7N3ydfWuv1XXjy8cdXE+VfF+HYGebnkeHAk8kTv2jVn8Nl4ifDmw8gxTsLHgXRI26bL0GZxjD4UJIcEePlX5nkeVpXn3TyZErpJ3l73Gy4reOPhNTpKBoNQrW5krQOYh7RpTug99wqyNFWHujeHNOoNhaxyuN3jSXTpw58MjaeeT0ebH3j+KJcSOY2W76hzev81yucF1u2O9JMyJYSTE8tB3G4PuNl7+P9ZlrXJNxvz+KlnY3gM0dzDmpYlpysp+SxoLACDfl2P0WYHVefmyxyz3h055a36NXRuIb3B6HZUq5mrVyk3faSAxsft5D94VT2GM0a+iuAsgKcjQRsusn1ajWmRJWuj7aKBaRuFbjYmkUIQohITSUAkmhAkIQopITSQddJAINeqawEhNFII0hSQgihOkUqEhNCgVC7rVGoBvX2CaEEatrQRfun+2dRtt1RQNWNk9bJJ/BBGrYdCb6O0TPzAWPZFWwaE/vJ3bxqNtlFRLba6wT6Fej+FsZv2N8lGxKas3y+UbevqvPVbXaE+jl1uFM4jFjHIweVzA7ldFe5AG16Hf0TY9c2migKCGubZAFfRcnC43BM/wsgGCYbtcKr+S6o1AI1B2I6oirJw8fLAE0QcW6tdsR7EahZsls2ExrcCJj+V3NJGXeZ1j13PuVomnLJBBAA+cize0Y7n+AU8bGbGCdSXG3OO7z3KDPicXx8p3JJzY8zd2P0r7/AOK6NGwCL9Qs+XgY2Y2powSNnDQj2KwsxuI8PcBjyjJgv5JNHD+H5fVSjrGgQCRZ1A6lIhYYy1mW2XKexuVMC1gvRjB0H4WeppdB3l3Brus6FbgsXFM4cN4dNkGraKYD1cdl0NxY1C8X8cZl5EGGx1hg8R4Hc7fhf3pcJl6qPMkvlfqS5zjZvqSvoPAOGN4fh8ocSZKLtdNiDp9fX2XmPhfh7s3MEj2sfFGRzc16ddF7tzK1b9y4fqss5jrGN4oPosBIBvUNI30B7eh2BPsufLwiEvLscvgkuuaF1HcjUajtv36LpNe13lkF9/8AXvuo5HJDAXve0sa3c1e33bgbD6Lz8PPZ9tasl7ccxcWY24eIc7Nx4g6UOuo+5SxncQkeftWUwNbqRGL096Wl7nPBmnbyNcfJFZLndRZ9iVYyJ0bLdXMdw0UL7X9CKFnXovdObymrJ/TPjrpQ6XMycfxOHxtMQsBzrs+vL/qrOCcOOY12RxJ75JmvIZG8+VtdeUaffa62M9gaGBoHahvr236j71YWskAe0jXZzTuuE575WFjBxHgOLmD9PCC7o9uhH1XkuNcCPCYvtAmD4OYNpwpwv817wTSR7+cfisOTNFmcSjgaARDGZJAe7vK0H6cy7TPaPnxeHNttOZdXazu9V7TP+FcHIJfjXiS/5BbD/wBv8qXmeIcG4jw+zND4sQ/vYtR9eoXSDnir1Oii8V9eybCHfKQpSQvbE2UjyONA31VRnkutFESH9sX+BUnixoNlWbO6oua4OG5Pa91IaJQsplncqda0s2s7AcB8xq9lJxcdTqPRZpHcz9NhoEmvcz5TS6YZeLUrVYKjSg2VrvnFHuFZ0th5gu8zlb2gWAqBYR6q7mB3Gqir4yppQhXFoO4UDGeixcaliCSZFboWWSQhCgSEIUHVLRd1qmFmiyb68w/FaGPa/Y69lhUkVpfRM00W7RUyc0zQGOAbepQWIQmgSE0IEkpJIEhNCBJoQgCAd0AHmvommFkQGrHaF2uztF6T4bgc+Av53U1xAj6CwLP5LzxAcKOoXq/hWhw2T/qn8gpOxty+G42W1sc7A9w1DtnN9iNQsePw/OwXPbBmAxOFDxG2W/dofwXYLg3X8O6ldrQ5eNNh42Q7D8WpAA57n7vJ6krploc2jqCFi4hw/EyYjJktDfDF+JdFvsVzmxcT4XrjP+144/YPzAe2x+leyDvgUKCQcCa2PYrDg8Yxcwct+FKNCx+lHt/7W6QtY0ukIa0dSaUFOXhQZjA2ZlkatcDRb7Fc2Z+VwcNqcZEJNNjf8/07/glmcejhjcMX9K4aGxo3p9V5mfiGQ/JE8r36uoS3s7t6Lcx9brPl71Hff8VY0bC9+LK1wF01wNnsvEZeTJm5cuTKbfK4uPp6Lr8ocGtq77C1z83BMVvYbaLJJKjS7g3F5uFT80ZHIfnjOz/5H1Xv+G8Rx+JwCSB1OA80Z+Zp9V8tvutvC8nKgzYvsbiJnODW119D6KXHY+mThjI3SSODWsBc5x6AL5/JxeTI4jLnSOPhsI8Nl+ug/Cyu18Y8UkjxIuGgjx5QHTcmwHb6n8l5zhXD38TzmwRM8g1fZ/rdc8eLGXy0u69zwbIdxUHKyWGw0Bg5aaL7d1vlgdzczXcx7k0dgd/cDQUNVKKH7PG1ja5QK0CtK4+Hv0u2ZrgGlmoaNTYHlHc9BQI+b/DoE/Gc08xvmOpGtnfTXV37XTtor3Na8DmaDW19NK0+9Z5IXjWN1+5Pbc9TqBpY3Kn7fvZtYzJ3Eg1B5SR39e3TSydQrAWu8wqyBr1WA01obq0NHWhyN/JoH/8APVLmeHAi2nehe+uw3d1AJobaLrIjeSoEqhuTViToaJHT39Sa0HcaK0ODro7bjsuiORxT4fws+3hvgTn+8jG59R1/NeR4hw7K4dkCCdodzC2PaLDx6fy6L6KQq3RxvezxmBzWu5teiux4HM4XlYGA2fJiMfjGgDuBv/Bc6BjXygO+XqvefHY5uDQ0f/yG/wDi5eGhAYdTqrJbNjXNFymm7LPL+jjvqdAttePj8t0RofZZ8jHfK8BtBjRQXOd6Txc9CunxnwizRHcKldVMKbSWmwaUU0Fglv5wD6qQAd8jr9DuqtK9UA0bC1M7F2usjQjVAo7qsSuA18w9VIOY7Y8p9V1nJKu0i30tVuj7K3zN3GndGh6repV1tnLSNworSRSrcwH0Wbh+GdKU6Uiwj1UQsaZdCTGY/WqPcKkRTRu0AePeitiKtclUeG+Q3Lo0fsg7q0EAhooeiZFGlklZIyQuA5mntuEGxFarLFkk9eYfitLHtfsdeyCWl0lvsk5pO1D1SY0t0u1RJCaECQmhQJCaECTQhShr0vwxNGMR8JeBIZCQ09RQ/kvNLr8L4Q3PwHTslfDO2QtD26iqBojruszseqrW61TJDQXOIa1osk9F5+HiHEeFvbFxCLxYboSs1H37j6rouc7iEmrS3DadGneU+vp+a0JWc9zXuaRjtNxsP7Z/xH07LexvI3UWShjOXU7/AJLPncQiw2GwXyVYjbqSmhTxPAwpojNlcsRYP1oPKW/X+C8xJkSywyY4yZX4zRYLtObXRU8UyMvjALxLzFjtMdo6endUcObLktMZaA1pFuc3RqmeN6ib2rzpHwxc1FodoAd1mxMsNd52Me8tLRziwb7/AM12psZr2uiYAXcpLnOOrx3rsuDm4n2ZwLXczDpruCt+N17SaboycckMLpWsaDKOXWMla2Oa9t6OB6riwZTmtLHPc0OFcwOtdj6Lfz8pknga2ONpAMRffN6tWOu2ledw/mJkhGpOovQKXAsmPhmQ/NmjDzGKY0nr6LXFM2ZnNGbHUdlmy8MTtJZo4bDoStDm5uVJnZkuVMbfK6z6dh9F6H4Nz8bCmkZkEtMtcsn7LT2K809jonljxThuEmvLTY+o7q2D6+HBwBBBB2IU2tsLwfAPiL7LUOST9nFAEauZ/ML27sqJsEcrD4jZXNazl1uz/R+ixoWGNVuaVoa9riQDqN/RSLAVNDC9jXcvM0HlNixsVmfA8fI6xpoTR9ydzsDQrbfVdJ8SpdGQmhzg0CmecGqAGhA12r5BuL02GpUwSKIoa2O3by9999BqN1rewEU4WLv7lS+HQ0XEUbANE+gPTTtR0GqugNe7m5TqRv6e/rt/QSlP6N/7pUGt/SgFo8pvsAevKPrv/m3VkguN/sUHifiGUDiebA2+bxw466Hy9lzYonyHVoA7rp8Zgf8A/Uea6WNwYXktJFA7KoOaDWw6lb3qCLGtiZV6IdIAPXss2SS53ldbegU42Eiys2fMCmDp28g26lY5YjE/lJtb5ZWQt1+5YJJPFcXO36KiKEIQCEIQCSFNvIWm9+iBMe5h0NBTErT8wo9wqkdFZlZ0u2irFghw9EAWVnstNg0ptnP7Y5vXqus5Pyu1pvWwoEA7qQLX/K6/Q7qLzQ1XTcsV0ALUZJQwU0EuPQKD5S53JGLP4BSa0M13cdyvKwjG1wJdIfM7oOisAtAb1Kkgpkx2SakU7uN1Q6OSM7c7e43WwE3qNE6QZY8g7XzDsd1oZI1+x17FQlx2SakUe43Wd0csX/Mb3G6o2ocQwW5ZocpoGrhp0O6bWuyDzPsR9B3UE4ZHSue8ghn7Nq1IDoApVogSEbGrTpAkJ0hAL1nwp/u2T/rH8mrya9Z8Kf7tk/6x/Jqg7LmB3oVg4pizT43LDN4T2uDg7oa6FdFec+LuISY0MUELywy2XEdkDi47kYT2xcUhIB0bK3UO9jsfwK58mfIzic2bA4Oa4kN5huFz8TMf4LMGWcmOR2pIulfl4Ygt0Uniw3XMOh9V34sZXPktix0eTxF0ubHG0UQHBh196U4mTmJjQHFkYuiNFTwyZ0GSOV5a12jvUL0PG87C+xxtw4i3lFFzRt9Vjl5LhnOPHHbjMt3tws3L5wxjGua1grzVYPUA9lgkAlbyu2UnOc4a2R3SOh2XrxwkmluV3tgysEta6SEWwbtuyPVUY+R4Tm82rWu5h3ae4XYjOor5r0vZY83CDy+aENbWrmA/eR/Jefk4/Hp2xz32mXOkeJo5C/KmfoGtAY8evYrXBM2W2lpZI3RzHbgri42Q6F1bsO7f66rcxrZPCETg1xcf9pcdR6OXHp0acrEZkNII5Xf4qXGngfBIWuBq9Ceq7WPlCRxik5RK00aNh3qFOWFs7S2Ro02KqPPglpBBohdvgfGpcXIiY4OmYJLEV9SKtvrr+Kxw8HyZ8vwIQ02C7mOgAXc4BwR2HnNmyCx04eGQsGoF7v8AoLUtivTcDy4poZAXhuS+Vznsdobvb6Ch9F02PcDyvFGtxssWZwfGyyX0Y5v+IzQ/Xv8AVYzPxPhek7PtmOP2mg8wHtv+f0WR3Q4EdEiwFYMPieDkQOkglaKBcWE0dN/6CtizC2bGxnt5pZIi9x6Cqv8AEqotfEqXxrbYKi5gKDnlutkbbJOGnuQFqkjpU8vmb+8PzCDm/Gh5eDQENs+M0f8A6uXiAx8ht2g7L0/xHxiPLwjjOZyviyPmvQgBwXljk8zuWMcxUk2q4MYzzHdUzZbWimalEkT5GUX0VikhfGfM36haQnPc91uNlIJKSB7p/mohSUCRXQJmlG1QkJpIBMGjqEkIAlJCECUud1UdR6qKFR1WtDBytCmBSAKQoGhCEAhRNqQQNLdCFRHkbdloJ70gmmmlMaqDpGmTkG9WoM0OSSSevULUyVj9jR7FVS47JNSKd3G6zujli387e43Qb+X8Ua3ussWSdr5h2K0ska/Y69igd60nSRCaBL1nwp/u2T/rH8mryhIAs7LpcE4+zAi8OWMmGR5IfXXar+gUHspJBFG57jQaLK+acX4rJxPNMsgpo8rB2C97/aOLkY5dHI17CNR/MLwnGMJkeQ+THbUJOg/wpF0zRTuZYBq9L7LrYWecYMxHnx2v1rpr/Befa4g0Vrx8h0dhpqxV9lqXTNm3dkxGxSxzN5vsznC73ZrsfT1Xeja7na0ND43XzkurlHRoavP8N4lHjxsw53mZsmoIF16ey6MrH41EPc2IimyDUxg9D6LvvzcvHxrFxHBdBJIYqFAGSNuvLfUen5Lm2TuSaXq3ZLJ5WM8G3DzPt1Njb/iJ6+i4PE4oo5mvh+SQcwH1XXDLfqs5RkcfKBQ06qeOW8452hzerT1WqbhuTjYTclzWPjkF+XUs91hbot+spqM9I8b4fBGGT4QPhvF8hGrFyoZnwvJGoOjmnYhdvUssn0XPysO7fG0+oXmy4bjPTtjybqbDHMyNoeWwR2dB5o/5haMbKJaGygmweR9fOAuPG98Mgc0kELucOx2zMM0kfKC2gOnuFx067S4RxRsPEed9ugdbX127helzpYGYr8uDJjIY0uY5jvMDW1brycvC5ICHwHna42QOgVLMh8UnI00+9fZY172r2Xw3xLPkayHMgkEbmlwledR6L0TXtkbbSHNK52ExmdgwywPDmFoDgTq09QpRZX2Wc484qO/0ctUD6FSXfaWI5vCMGWUTPjDXlwstJbznsa32WbLlnwuLDOMRlxzCI3cu7NSSfxH3dFdxfiUWK+IfrXsdzOY06jSvyJVnBJTlY0uQ4lzZJXcoPRo0AVRfjZcOa3xMSYOcR8hO30WnxKeWkEdj0K5+XwWCV5lxycea75maWfUf0fVZxn5/DvLxCAzxD++jFke/+v3qjrvI2VDhq394fmqMbNgznyT4snPHTWX6iyR+K0buZ+8FB4v4hhZLjtIGrsg6/euayBkYpgXS4hOJcMGm22XofQrA11hWUQLVEtB6K7QpFqoxyYjHajyn0WSTHkj6WO4XVISIQcgFPY1dp5Wkz6FC91Xzk79EErSPom7lvykkd0igSEFCBJgIQgSFIHUKJQJCEKjXFkEbGx2K1Mla/rR7FUy4jXG2+V3os7hJD84tvcKDooWOLIIGhsditTJWv2NHsUE0k0lQJgIAVMspc7w4tXfkoJSyH5I9XFEcYYD1cdz3TjjEbe5O57qYF6qgATIBTSUFMuOx+uzu4WdzJYtxzt7jdb0iLQZYsn15h2O60ska/Y17qqXGZJrVO7jdViCUaCQV3rVBKUnIf4bTTRuV6XgsEL+CSxyRtfF4hBaR6BefYxsbKG3Ur0Pw+TLwuQt28Yj8ApVjg5mE/FmL8JzgwfsOOo+qrZxHnBjyG0djovRZcAN2Fwc7Fa4nSz36qS/lWDJhaDzR6tKztdRoq1wfCa3b2Khy89mqK2y04+QYbqtRQJ6Lu8M4iyIRY+ZM6Tn0GlgDsvMDQ0Vtw5nMdQAIrc9FZvfpK9Plxz4bQYeR+O7TlkF8n+i6OLhtjx2zTxxZOVK7lDnatHatNAvInjGVM+NpkBDNKOzh6rt8O4tBHC6EsdLjnVzOsZ9D2XTy8vTn469uy58WNjyvEYYyN3LNE3UD1H3ricT4UAz7ZhAPgcOZwbsz29F2IJsJvC5psaB0kbnAPZI6+bYa3alC6OKKbwcYwviHM/HJ8rh3CuOVx9ws28hyucKaCRvQW3Cw8rNafCLWtaeR3MaIU+IHGdkc3Dy+nDzANoA+inw98kUokY7nO7hWtfxXbPPWO2MZu6Zf7FjOQ8TgDw7F7B3qrOdkdsYT5dAV2OIS4kkBfE8eL0YNK/0WLC4acrnlbK2hpqOq4Y5TvJ0svUYMiSZwiEbC4F3mo6rJxLhcsU5miPOGjz6bHstuVHJjZggmBYCLB6OQ/If4fhhoonU91nxmV+lrdk9sHDcrJEv6GaSEV5uUkLbm8XyYsI4z3NdG42C7Vw9lnlLmtOlGlxZ5pJXkyGys5Y3G6WXym2zFzXtk5nOc697K9BwviD8U/aMJ3O0/rYSdHeo7FeUF6bAn7irsXJfjyhzSR6LLT6rg50GfAJYHWNnNO7T2K0AtkBohwBo0b1XzyDiLmO8XFkdHM4U7l2I9V2vhR2Q7MkDXHwA23g9SdvqoO/Ted7Wig11KR0cz3P5FRZu893u/NOU0L7NcfwKiPm0OQMgEHXqp8tbFYsGIxzm/8H8lvUvaohxG6mHKJ1SLeyIs3UX01hd2ChzEbqnMlIiDG/M80tSgxhcFu15jeqhLhRv1Z5D+C0taGtDR0CaDkyY8sXzNsdwq+ZdlUS4kUutcru4VHOsGqQrZcSWPUDnHcKi6QNNIG0/yQJJTDSTQ3Q+NzPmFIIIQhUdMzB8/I3UAaqe+6iyNsYpo9yrA3uoM0mIx2rPI70VDhLCf0jbH+ILpVoo1Y02QZYsg1vzDstTHscLuvRZ5MRrjbDyOSbFMG1zN90EpJnSO8OLfqeytjjEbaGpO57pRRtibQ+pUmua9xAOyBgWpIQgTroUmD0O6E0AhJBKBpUmhBFzbBHdem+D4gzg80b/MPHNH05Wrza9d8Ji+GS/9Y/8Ai1QWZmLV9lwszFIJ0XsXQNdvsuNx2NuFiOkrmc7ysHcqNbeHy68YsH7O6zkUtz8V0bS5+rjq4qv7O5rOYiiVpGIjn91IPMY5epUnso9ioObze6qEDRsLdi5JYQYg0S3rezgueDRoqY3Qew4ZxCGMSxujD4JB+ljGvL/ot54hg4+O9uLJJLI9vKOezyheMxcoxkuYP0tUD3XcwB40g5AGveKcxb88dbyZ8LvWJwY3O9kUUla6B2gXUycWKKJrY4mty4yDTHHzX2V2Zwl/D4myyhpDtqOxWSHIjmPO+Xlnb8pJqh/FZx5P3budRbh4RzXeJJLUriAL9/ZXwZcnCJg5jvHxZQOZtUf/AGp5UoyZefw2s0rTqoNI+R4DozoQRa1yaz9RMPp7duWPE4vhA2JYXbH9pp9exXn+JY0mK9kTgORo8pHVW4rJ8LJ8XCmZyE8pa86f9381fxeb7U1gIja9upDHcwB91jhvjn7a5JvFm4dD82VOfKwaczbDu64+diw5Er3wNYwX5S0UD60t8008mM6KGTw3DXT8lXwdv2rKbFPE4ch8wrQ9lrk3vdZw1rUefcXN8h/ZKA699x1Xa+IuEjDyA6P5ZLdXZcmLFnk5SyF7w53K3lF2eyz8baTxHy/aGCNpe5xoNHVe/wDh/Ow8LGONkE4+RfNJ4gr/ANJ/DPw1HwyEZGU1r8x416iMdh/NdfM4fjZTP9ohjlaOj22s0V45D4WOBsOHNfvqpTsc5rmt+YxuA96U2gCg0AAaABN5DX8x6MJ/JQeEz+A5XDMRs8kkRJcGULPS/wCCwl4Dg03Z27L1HxXkNk4fEy6HjDfr5XaLyY5mtcyNvKW7c2xWdX5VahVW1kl2bf8AUWpB5azmlAbXbZaRJVPgY+RshJtvTorbsaIQCEJKgQhCoFVLBHL87de43ViEHOlwns1Yecduqz6jRdhVywMm+Ya9xug5gKk5znfM61ObGfDqdW9wqUAmBZSVzIiG2Rug6YCaEIEbOmwTQhAJUmhBBwtpG1rB54DTwa6OC6RCiW2KIsIKI8nTzeYd1oY9rx5SssmILuI8h7dFQXPid+kaWnuNkHTSWaPK082o7haGua8W02gklSaEEaITvumkQCga9f8ACP8AuyX/AKx/8Wrxxsaru/DnGocJpxp9GvfzB3S6A/gpR7HRrS52gGpK5GRA7Pk+0v8AkbpEw9u60yZLOIEQ47+aHeRw6+i0PPK0NaPQBFeeHCBlZOoqNup9SpZfB7Boey9LFE2OPlr1KHRtcKKht81z+HuhJ00XLe0tcvoXE+H+I/bTqV5XiXDnROJaNFZRxHDm16qLTRoqyUFh9VGg4eq0htIsarpYGX4eQ2QuIe0aHuuUDR1VoNarOWO5qtY3V29o3jTuIhgy5COTYFUw4n2rIc4EMYDZK8xHMXvaHvIrqu3g8TeC6IasvW+qcf8Aix1iZfXd1qysQ4g8WA+JEfmA/MKIcww+IDYOy6UEjZj+ia0xkeYk3XouXn47oJuQODmnXTot8clvbOdulcT36g/KfTdOaNgaySF582hDuhVh5YWx+K6m1ssjsgSAxMHM4nRdfP3udMePw14OIMzN5OUeHH8xB3VmbjT8Ml8SHzRk7nouzwrDbiYrR+27VxTzA2S2EBw6heb96+Wr7jpeOa9PKZU+RxTODHAF7yGtaNgvb8I4bHgYzY2gEjc0ubwLhUGPxF+Q4gnlqNp6d16QCl1zzmWpj0xjjZ2FXkGseT90q1U5P6gjuQPxXNpBg1CzcTmdj4WTMwAujiLhe1rW0arn/EBrg+af+SoPFZvFpOIw+DLFHoeYV1P9FY7d5XPIYDoWlUxFwk8rQ73VtC3Mc7nvUMKt9qB5Q6OJvKRqLGhTNNeC4m36VuLSDnP5XDyNGha4JDyc0cQIcNRzbKB60HP8nKeh0IUw4l1V5asOB3VZ5WuDnmi8URuEHmDLJ8MNPTYhEWNcHCwQfZNVAi6jbQeL527WmXmOMF3nI0JaFRYkhCoEIQgEk0kB0o6g7hYJ8UsfbPkPXst6RAIIOoKDPi4rSeZ4sdLWp8bXCqU2gACtkFQRQhC0BR3PshCCSEIUAmhCCrxA6QtHQJkBwogEIQgzSYleaE8p7dFUHvidUgLT36IQg1R5FjzajuFe1wcLBtCEDVT5mtsXqEIQZvtD+Uj8V634TwsbN4NKzJibJ+nJ1H+VqEK31Enb00EEWNEI4GBjB0Cx4/E4HcUlxpHBr46AvqhCy061irGqgH3vohCgTmNc0g62uTncPDgaFhCEHguJxD7ZIGDyMNX6rGGEC0IWoAjmHqogkGihCqJLRDkEMMd0T1QhFdXGyX48Qhbrz6upazbGue1vN1PMdUIWdqwZs5c6rs1QXT+GsIT5DnuLSY9a62hCmd9aXH8vSvsNI2Ky0bvdCFwwjWQcwii0kG7C6OJnh4EUx5X7B3dCFvGs5Og0U0Amz3VWR8rR3cEIXVgNC5vxAx8nCMxkYLnOYAAPdCEHgjg5GN+kliLGnQE91EtBIJAsbFCFbNURLC4uD3czD07KIc4tbyaNBpweEIUAORnNGz5jqAdkHTlfI7l0ot6IQgKcQWMBjrUOGxS8rXhzWk8+hc3ZCEAQWtD5dXM6t7eym0uJJNFp2IQhUNrg8W02E0IQCEIQKkIQgkx16dlIEHYoQoP/2Q==" width="302px" alt="nlp chatbot python"/></p>
<p>
<p>In a statement announcing the funding, Rozen revealed that Tymely plans to use the funding to “improve its natural language understanding (NLU) technology” for better service offerings. As digitization continues to shape consumer behavior toward ecommerce businesses, consumers are increasingly demanding fast and convenient online shopping experiences. With more enterprises riding the digital transformation wave, positive customer experience (CX) is crucial to customer acquisition and improving sales. “Tymely employs experts that review each AI input and, if needed, correct it in real-time.</p>
</p>
<p>
<h2>Natural language processing is the key to communicating with users, but doesn&#8217;t solve the business problem on its own</h2>
</p>
<p>
<p>The report showed chatbots’ self-service solves only 9% of queries without a human touch. Besides, chatbots have limited use for customer engagements, and chatbots with poor customer service output are bad news for sales. Because of its limited customer service functionality, many companies are slow to adopt the technology.</p>
</p>
<p>
<p>For instance, fashion retailer Everlane ditched the Facebook Messenger chatbot after it recorded high failure rates in 2017. Along those same lines, in 2018, Accenture reported that 53% of organizations “have no plans” to invest in chatbots. Chatbots are AI-powered programs that provide on-demand customer services — and unlike human customer services, chatbots are always available. If such an evolution is not taken, chatbots will continue to be costlier to develop and maintain than traditional applications. This new funding boost was led by venture capital firm Hetz Ventures and DESCOvery, the D.</p>
</p>
<p>
<h2>Beyond NLP: 8 challenges to building a chatbot</h2>
</p>
<p>
<p>In 2021, Vonage listed chatbots (40%) as the second most preferred communication channel for consumers. Shopify’s Future of Commerce Trend 2022 Report revealed 58% of consumers purchased from brands where they’ve experienced excellent CX. The report further showed more businesses (44%) plan to invest in asynchronous chat experiences to manage customer responses and are turning to artificial intelligence (AI) tools like chatbots to improve customer service. Launched in 2022, the company says that it’s building an AI that understands complex human language to improve CX.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="303px" alt="nlp chatbot python"/></p>
<p>
<p>Rozen also says the human touch is the answer to creating empathetic messages that regular chatbots lack. However, while chatbots have become a critical part of the customer journey today, issues around personalization persist. Ohad Rozen, cofounder and CEO of chatbot provider, Tymely, believes that human supervision in its processes provides a solution that enables human-level personalizations. In essence, the NLP does not address any of the challenges that you typically face in developing a real-world line of business application. It simply presents the opportunity to deliver a broader and more satisfying experience using a chat interface. Rozen also noted that Tymely can improve the efficiency of contact centers because it’s fully digital, helping businesses save labor-head costs.</p>
</p>
<p>
<ul>
<li>In a statement announcing the funding, Rozen revealed that Tymely plans to use the funding to “improve its natural language understanding (NLU) technology” for better service offerings.</li>
<li>With more enterprises riding the digital transformation wave, positive customer experience (CX) is crucial to customer acquisition and improving sales.</li>
<li>According to a report by Gartner, Chatbots’ self-service report is also statistically underwhelming.</li>
<li>New Tech Forum provides a venue to explore and discuss emerging enterprise technology in unprecedented depth and breadth.</li>
</ul>
<p>
<h2>Beyond NLP: 8 challenges to building a chatbot</h2>
</p>
<p>
<p>Join leaders from Block, GSK, and SAP for an exclusive look at how autonomous agents are reshaping enterprise workflows &#8211; from real-time decision-making to end-to-end automation. Faris Sweis is senior vice president and general manager of the developer tools business at&nbsp;Progress. Explore the future of AI on August 5 in San Francisco—join Block, GSK, and SAP at Autonomous Workforces to discover how enterprises are scaling multi-agent systems with real-world results. New Tech Forum provides a venue to explore and discuss emerging enterprise technology in unprecedented depth and breadth. The selection is subjective, based on our pick of the technologies we believe to be important and of greatest interest to InfoWorld readers.</p></p>
]]></content:encoded>
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		</item>
		<item>
		<title>The 5 best AI chatbots of 2023 so far</title>
		<link>http://www.ssc-arabia.com/public/the-5-best-ai-chatbots-of-2023-so-far/</link>
		<comments>http://www.ssc-arabia.com/public/the-5-best-ai-chatbots-of-2023-so-far/#comments</comments>
		<pubDate>Fri, 24 Jan 2025 08:08:37 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
				<category><![CDATA[AI News]]></category>

		<guid isPermaLink="false">http://www.ssc-arabia.com/public/?p=3152</guid>
		<description><![CDATA[Best AI chatbot for business of 2025 It also has functions for automatically following up right after a conversation is done, so customers know exactly what the next step is in their journey. Tidio&#8217;s chatbot feature is part of its larger customer service suite, which also includes live chat and email integrations. Collect.chat&#8217;s chatbot also [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>
<h1>Best AI chatbot for business of 2025</h1>
</p>
<p><img class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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" width="303px" alt="best chatbot for wordpress"/></p>
<p>
<p>It also has functions for automatically following up right after a conversation is done, so customers know exactly what the next step is in their journey. Tidio&#8217;s chatbot feature is part of its larger customer service suite, which also includes live chat and email integrations. Collect.chat&#8217;s chatbot also collects key data points from conversations to improve the entire customer journey. Using information saved from chatbot interactions, you can craft better messaging in email and marketing campaigns.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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64B5X9x2PQrMldT8VOs3bfcOG5Gr2SezmoNM13sHE4xNJEY4/wAed7UHmzmZ7Nxj6ZBI6fArTVSc+qogIiIObbMbX3rencywbX6eqqamuGoasUsEtS/ljZ0Li4/IAnA7novQPwu8LO33C3oCDSGkKRtTcZmiS7XeZg9vXz46k/dYOzWDoB8clQDcO2rv4A766A1i6T2bLXqKhmldnH6r2zRJ/wBUuXphjcHtDh2IyEFwAAAwOgVURAVCQO6qth1xRaquGlrjR6IvdNaL7JA4UNZU0oqIopfsl8ZI5m+vVBvnO31Vsj2tbzvIa0DJJOAB8VBzxL8X3iIbY7gXHbzcrcyv05V0xJjFot9NSw1EOTyywysj53MI8+bp2PULGDUu/u9+sHvfqvdvV929ocubV3mokb+Rfj9yDI7xQ+JM737/AM+kdP1vtNL6AbJaqQsdllTVk5qZ/wDCAjHwjz5rqLg334ruHffrTuvhO9trdMKC7xg4bJRSnlkz/N6OHxauk5JnSvMkji5zjkk9yfVWc2PMoPU3arpQXi3U11tlVHUUlZEyaGWNwc17HAEEEeoIX1czc4z1XmK01vHuvowsOkty9UWfk+qKG7Twgfg1wXfe0PG7x63PU9s0dt/u1qLUNzuEzaeloaynguBlcfUzRucB6nPQIJ+w4E4Cquu9jKDd+i28tn9nLUNtu2rpm+3rnW6hbTQQFw6QgA4cW+bumT5YXYiAiIgIiICIiAiIgIiICIiAiIgKhHToFVEFmCEVxGVTBQAcFabmklXog0iMHCoRkLVc3K0yCO6Czky7Pkj+hwFeqEAj4oNJFc9uCrUFjwAeitV7wSrCcd0DzH4L7V8XmPwX2oPiVRnuEa3PdagAAwgoCcdVVFVAwT2CuY0jqVc0ABVQERVDR5oLmgYz5q5UDQDnJVUBEVQPVBUDCqiICIiAiIgIiICIiAiIgK1zgB1OFcujOMzfyh4ddgdRbgPnYLo+I26zQk9Zq6YERgDzDRzPPwYUHYWgd1tFbl1OoKXSF6hr5NMXSSzXJsZ/iqlgBLflgjB+a5ioLfDI4oa3abiQfZNX3eR9h3Jf9BuMkz+kdwc8up6k/Evc5hPpL8Ap0Gknv/QguVMAqqILHM5sg9io2vER8OOHXYuG+GxFnjg1FG11Re7JA0NbcWjq6eEdhKPNv2u4695KFxrcXUEGktB6l1VUHEVntNXXPOfKKFzz/wB1B5gaqCWlnkpZ4nRyxOLHscMOa4HBBHkQVpL6rtcKi63SrulW7mmrJ31Eh9XPcXE/mV8/szjICC0d1kjwZcF2tuLPWQhppJbTo+1ys/TN55M+zbkH2UIPR0pHbyHc57HG8Zac+ilq8EzWDanSu4uhnzZdR1tLco2Z7NkYWH98aCQzavajQuzWirdt/t5YorVZrZEI4omjL5Heckju73uPUuPfPp0XL2tDRgKo6KqAiIgoThYaeLFrEaY4QL1bGzFkuo7lRW0AebRJ7Vw/7MLMsjKjw8WnTW4e7NPttsztnpi4X253CuqbjLBSRFzWMa1sbXSO+q1oLj1JCCGkRlxwF2BtBsHuzvrfWaf2w0ZcLzOXBskscfLBB8ZJT7rB8ypHOGbwd6CkfR6p4lr06se0tlbpq1Tcsee+KioHUj1bHj+d5KSfRG3uiNt7DT6X0HpW22G00rQ2KkoYGxMaB5nHUn4nJKCHjV/g5b+2DQNPqOw6lsV+1A1pfWWOnLo3MHkIpne7I71GG/AlYPay0NrDb6+T6a1vpq4WS6Uzi2SlrYHRSD44PcfEdF6iPZtXXO8vDzs9v3YX6f3T0TQ3mMtLYqlzfZ1VOfvRTNw5h+Rx6goPNJE90LxIxxa5h5gexBC9NexmsW7hbM6G1w2X2hvmnbfXPdnOXyQML/8ArEqKPiW8IbcLQ30vU2wl1m1hZmZk/RVXysuUDe/KCAGTY9QGn4LPLw2bpfp+ErSmm9UWyrt940pNW2KrpquJ0csRiqHuYHNdgjEb2AeWAEGUaIiArXs5xjOFciDozit4UNv+Kbb+bTOqIGUd5pGuks15jjBmoZ8dOvd0Z7OaehHXuFAdvtsZuBw+bg1u3e4tqNJX0vvwTN6w1cBJ5JonfaYcfh1B6hemJ4yO6gz8XnWY1Jxd1Ngin54tK2GgtvL5Nke11S7/AB7R+CDCUjCK4Dm6qhBHkg5BoLQmptydVW7RejbVNcrzdZmwUtNE3Je4nv8AADqSfIBTp8DHAnpLhY0u2/32OC8bh3aEC4XMtyyiYev0am+63P1nd3H0AAUQPA9rL+A3FXtxe3ODYjeYqSU5x7k2WEH/AAgvRg0A9fX0QVDQFVEQFQnHkqratUajtOkdPXLU99qmU1vtVLLWVMrzgMjjaXOP5BBsE+7mh6fdSl2ZkvMQ1VV2eS+R0WeppWSCMn+cSSQO+GuPkuZtOQCV56r9xh6wruMp3E/TVUrX096ElNASSG2xp9mKfGfqmHII9SSp9tCays24GjrPrXTtUyott7o4q2mkb1BY9od+7OPwQcgREQEREBERAREQEREBERAREQWkElUV6oR5oLVQtBVUQaXXzRXvAPZWdQUFj8uPbsrSCO4WqeqtLcjuUGmqFoKuKoegQabhg/LC+/kH3l8fV+WkdOi+7lCD4W9lVEQDnyV7W+qtb9YLVQERVY0E9UFMFXDLuhGAFc1pBznoqlARFdyoAA7qqIgIiICIiAiIgIiICIiC1ziPMfiuO3vcbQemony6h1tYbaxnc1Vwiix+DnLfqmFlRE6CVocx7S1zT1yD3/Dy/FRA+I14fWoND1dfvds5HXXLSdQ9094s4lfLLann60sYOS6AnuO7PkgkM1VxzcKGj+dt43w00Xt6GOmn9u78mAqKDxLeL6x8S2v7PYturrNV6J0xTOdTyOjdGKqtlx7SUtODhrQ1jc/tfeKwu7H5JzEjBJwg16OrqKKqhq6WV0c0DxJG9vQtcDkEH1ypvOGjxNdgdQbV6Zot2dwaew6vpqJlJcmVkUgY+Vnu+0DwMHmADvzUHnZVBJ7lB6WtMcTGwGsiwab3i0lWukHutbdImuPyDiCuwKG7W66R+2tlypquMjIdBM2QfDqOi8zO0e1OvN59c27QO3NmqLheLhIGsEQPLCzPvSyO7MY3uXFT3cHfCZp/hY2/ZZ23Se86mubGPvN0mkc4SPHX2UTT9SNp7eZ6k90GQgJLclY2eInrQ6H4ONy7lHP7Oe4W6OzxYOCTVzMhdj+8e8/gskm/V6rjWu9utFbl22msmvNN0d8t1JWxXCOkrG88Jniz7N7mdncpOcHIzgoIBuHbgV3+4kamGq0npl9rsD3D2l7urTDTBvmWZ96Q/BoKlA2b8Jzht0LpKrtW4tvqddXq5U5gqLjVTPpmU+R3pWRuHsyD1DiXO6d/JZsUVDR2+lioqCmip6eFoZHFEwMYxo7AAdAFr4Hoghx4l/CC1/ot1XqfYC7v1bZ280v6Iq3NZcYG/da4YZMB5YDXdOx7r4PCTqr9tpxZXrbbVdqrbRW3mwVML6SriMUgngeyQAtd+z7RTOOGR06H1XFLntjoG8avtWv67Slvk1HZHSGhuYhDamEPY5j284wS0tc4FpODlBytpJ81crWj4q5AREQFpfRofbCo9kz2gHLz497HplaqIKcrfRVREBUIB7qqILXMDumSrIqeCAudDE1hkdzP5RjmPqfj2WqiAiIgIiIKOOF56d9dK7icUHF/uTLtrpS5ahq6/UtVDC2kiLmMhif7KNz3/Va3ljHUkL0JzMEjCw5w4EdCQf3dVxfQW1ugdsrYbPoPSltslK97pZG0kAa6WRxy573fWe4kkkklBHNwyeDvbLc6k1XxK3v6fMC2VumrXLiEfCoqB1d8Wx4H7R7LmnEt4Qm1+uYp9R7CV50VeeXm/RMznTWyocB9nOXwk48iW9fqhSIAAdkwM5wg83u4Gw29HCzuBa6ncnRtfanW25QVFPXBpfSzmN7XZjlb7ru3bOfgvRXpK8RX/TFovdPIJI6+hgqWuH2g9jXZ/erNWaO0trmy1OnNX2CgvNsqmmOakrYGyxuBHo4FfRp+xWvTFmodPWSmFNbrdAympYG5IjiaMNbk+QCDcj2W13XVGnrG0vvV/t1va36xq6pkQHTP2iFub846HCwW8QrgOl36tc+6e1c89LrmghzVUAncILxCwdByk8rZmjoHD6w6HyKDIvVHF5wz6O9oNQb2aUp3RD3mMuDJXfkzKwO8RnxCtrtwtnH7S7E6uN3qtQVQjvFXDE+OOGiZhxYHOA5jI7lHT7LXeoUW99s9ysN1qrPeKCoo66jldBUQTsLJI5GnDmuB7EFfBkoL3Eg9SfgpPPDW8QDbnava6r2g3z1S61Q2es9rYK2WJ8jHU8uTJA4tB5eR/UE+UmPIKMBMlB6Q9L8YfDHrAM/QG92lJi/o1sleyJ2fk/C7OtWrNM31jZLHqO2XFrhlppauOXP+CSvLzbbdWXatp7bbaSapq6mRsUMMTC58j3HDWtA6kkqZzw6OAaq2Zt9LvDvA+pm1hVxB1stLp3ewtET2/We0HD53D16MHQdeqCQAdQFVEQEREBERAREQEREBERAREQWnuqK49lagBoyOisk7hXjuqFvMc+SDTRVc0DsqILHjHYKzv3C1lpu7Z+KCg6dF9mF8Y7/gvtQfCqjKotRnZAa3lVyIgK5ndUaMlamMIAREwfRBc3sqoiAiIgIiICIiAiIgIiICIiAvnq6SCtglpaqFk0MrCySN7cte09wQehBBK+hUPZBCn4o3BrovYO/2zdfbqqgobLrGulglsRBzS1TWGR74f9qPTI+ySAOhWAik38bjWRqda7aaCin923W2tuszAftTysjYT8QIHfmozAxziGhpJPQYQaa+6xW195vNFaI6iKB1bUR07ZJThjC9wblx9Bnqvsv2jNVaXhpKjUenLlbI6+ITUr6ulfEJoz2cwuAyPktro530lVFVMJDonteD8QcoPQ9wfcIegeFXQMNrsTYrlqO5RMlvN8ez9ZUyY+pH9yJufdb+J6lZBj5LguxmqWa22d0VquN/P+krFRTudnOXGJvMf8IFc7QEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAVsg904VyII9/E84LtBa329vfELp19Np/VOnKQ1VzeG8sF1p2Y6SAdph9l479j5Yhhf3wp5fFW1gdK8HepKSOTllv8AXUdrZ17h0nO8f4EblA04EkDCC1B3W9t0Tq2TTj9XR6bubrJHKIHXAUr/AKOJMZ5faY5c/itlAJI6IJhvC24LNBWTQ1m4l9WPp9QaivkJls0JGYLTFktLgD9ackdXHo0dB1yVJAsJfCK1gdS8JFLZ5JueXTV7rrc4E9WtcWzM/dLj8Fm2gIiICIiAiIgIiICIiAiIgIiICIiCxFcRlWoLQ3GfirXN5ei1FQt5gg0/LCs5MK9EGmRhy+vI9V8zvL5rXQfOG9VdgKwEtdhaiBjKYx3QdOqvAz3CCoGAqoiBkK4dgqAAhXICIiAiIgIiICIiAiIgKhIHdaU9XBSxOmqJGxRsaXOe8gNaB3JJ6BYg77eKLw07M3Go0/b6+v1reqZxZLTWNrHQxvH2XzvIZ/g8x+CDMPIVV0Bwc8WVn4vdB3jXVn0fV6cZaLu61PpamrbUOeRFHIHhzWtxkSAYx3C7/QFQkAZKqiCJ7jK4Tt+OMLjHvQ0Xp/8AR+mbDR0VqN+uZMVJHysD5OTpzSnme7owFZPcNHhl7DbCR0t81BQt1zq2LDzcrpEDTwP/ANopurW/znczvj5LL4RYcThvf/N/mWqg4ZuLtBttuxpuTSW4ejLVe7W9nIIaiAH2Y8ixw6sI8uUjCjM4mvB1ulvdV6q4ar8K6k6yO03dpQJ2eeIKj6r/ACw14B/aKlmVrmhwwUGOnh+s1ZbeF7Suldc2WutN8037e0VVJWRGOVnspXBuQe4IIwR0KyNVjYw05AAz8FegIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAqO7Kqo4ZHRBgX4qO3O6u+Vm222b2o0rXXmsrrtVXWtdGOWCnjhibGx0sh91gJqHdz5LjPDH4QugtFmm1ZxBXdmrbuA2RlkpC5ltp3d8SO6PqCOnT3W9D0dnpIuIgOpAz2VzW8vRBx+Db/AEVBpf8AgXDpO0ssXsvY/o0Ukf0bkxjHs8cvb4LBbia8IvbLcEVWqdiLi3RV/eXSOtcwMtrqXd8NH14CT5t5m/shSFqhGc/kgj38LXa7dzh7vG6Ozm7Gkqq1SvloLxb6jPtKWqGJYpXRSD3XdovPPXspCB2Voj9cZ8jhXoCoThVVD2QMj80zlYmcWPiFaF4StwbPoLVOhL5fJLrbhc31NvnhYIYzI6MDkfjmOWE9x5Lm3D/xw8PPEbyUOh9YClvbmgus11ApqwfzWk8snzYSg7+RWtcHdlcgIiICIiAiIgIiICIiAqOVVQ9QgtRVIwqINMgjurVqkZVjm4QWOPUD4rWyFpY/pX0coQfOBgYPUqqIgub1V6tYMK5AVQMqg6lXAYQB0VURAREQEREBEW3X2+2vTdprL9fK+Kit9vgfU1VRK7lZFEwZc4n0ABQbii4NtRvVtlvbpz+FW2Gr6G/W4SGKR9O/34nju17DhzT8wucA5QVXyV9wo7XRT3C41UdPTU0bpZpZHYaxjRlziT0AAX1E4Cjq8XXifqtvNC23YbSNyMN51hG6ru74nYfT2xpLQzp2Mrw4fzY3eoQY0+IB4jOo94b1cNqdnLvPatCUMhgqK6neWT3mRpw5xcOrYOmGt7uxk+QWA/tHyOOT1PUnPdWudk4XZnDlsdqXiE3csO2enKeQuuM4dWThuW0tI05lld6ANz8yQEEwfhIbe1miuE+nvNwgMU2rbzVXhgPcw4ZDGfxEJI+BCzXWxaH0laNCaRs+jbBTCnt1lo4qKmjAxhkbQ0fnjK31AREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQFR3ZVVD2QRLeNlt7XQ6o273Qgp3upKyiqbHPIB0ZLG/wBrGCf2mySY/mFRm2u63Gy19PdLTWz0dZSvEkE8DyySN47Oa4dQfivRbxkcP9JxI7A6j26LGC6+zFfZpnAfqq+HLo+vkHAujJ+68rzr6gsN10zea6wX2hlo7jbp301TTyDDo5GEhzSPgQgl18ObxF5dzJKLY3fK6tbqgN9lY71KQBcwB0p5T5TAA8ruzwMHDgOaSFpDhkLyx2q511nuFNdLbVy0tXSStmgmiJDo5GkFrgR2IIB/BehDgR4jhxJ7BWjVFwmY7UNpP6KvbQepqIwP1mP22kO/NBkaioO3VUc4hBci4FrLfPanb3VFh0VrLXNqtd81LUNpbZQzTASzvd0b0+yCcAF2AScd1ztrubocZ9EFyIiAiIgIiICIiCh7K1Xq0gDqgorXe90b5K7PUhPkEGl6fNfQtFw658srVyPVBoKrRk58lTv3Wo3AGAcoKoiDugq1XIiAiIgIiICIiAsD/F73frtAcPFDoaz1L4azXNx+hyuY7DvokQ9pKPkTyNPzWeCiY8b+tqf4TbU2/LjTihuk2PLn9pAM/kEGGHCPxN6p4ZN2Ldq+2Vk0llqZWU98t+T7OqpS73jjP12/WafUL0P6W1LaNXaft2qLDWx1VtutLFWUkzOokikaHNI/Ary3gnPRTceEJvFUbg8OVXoC7VJlr9AXI0MJccu+gTt9rDn5OEzB8GNQZ3FeeLxA9f1m4vFzuJdameSSG3XN1mpGuORHDSj2QA9AS1zvmT6qfvX2utObbaQuuudXXFlDaLNTPq6qZx7MaM4HqT2A9SoiNsfD41txs6rv/EVcL7T6D0Tq+/1tfQU80ElTcZ6Z0pdzxs91gackBznHqD0xjIYKaC2/1buXqm36N0TYqu7Xa5SCKnpqaPmc4k9z90epPQBTv8CvBhYOFPQHPcRT3DXV7jY+9XFoyIh3FNCT/c2nuftEZPkBzbhw4P8AZThitH0LbzTvPdJow2svVbiWtqfXL8YY39luAu7mta3sOqA0ADAVyIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiC14BGCo3vEu4AKrcplRv3sxaPa6kpoy6/WiBmHXCJoP8AriIDvM3zZ9odQcjDpIiAe6tkaHe6R3QeWGso6mgqZaSqp5IJoXFkkUjS1zHDoQQeoKkS8FjcSrtm8usNs5p5DR36w/pOKPPuioppmNJx6lkx/BvwWanFH4bOyfEdUVOpaIyaN1dLlzrpbYWuiqXY7zwHAf8AMFrvisP9i9jb14bfF3pS8b011HctLaxoquxW7UVtL201LUTOZy+3a9oLD7oBGSAJMgnlKCXkHIJXVnEtvvYOHPZ3UO6moS2Q22D2dBSZw6srX+7DCPm4gk+TQ4+S7QilZLE2Rjg5rwHAg5BB8+iiN8aLd+ouetdI7LUFU76JZaV15r4g7AdUTZbHn15WA4/nlBgLuXu5rrdTcKu3N1ffp6u+VtV9KE/MR7Eh2WNjH2Ws6AAei9BXCBuzPvZw66K3CrpC64VluZBXHIOamL9W8n4kt5vxXm+GcqcrwhK2pq+EqnhncXMpb9XxxZ8m5B/pKDN0KqIgIiICIiAiIgIiILMdSiq5UQD1GCiIg02sz0WoByjCABvZEBVb3VFegIiICIiAiIgIqOxjqsb+N7i6o+Efbm36npbPS3m+3mvbR2+31ErmMe0Dmle4t94BrR3HmQgyRUZ/jY6FqLjoHb7cOCEuZZrlVW2ocPstqGNc0n4c0OPxWWPCdxkbY8WOlX3PSkzrZf6BrRdrDVSAz0rj9phHSWIns8fIhp6LeuLfZKDiC2F1TtsGs+nVVIai2vcPqVkXvxfmRj8UHm+wpGvBS1NJRbza50oXkRXTTrKsjyMkFQ0D90zlHnfbJctO3essV4o5aWvt876apglaWvikYSHNIPUEELvfg33wqdg77rXVtjBl1LcdNSWTT9O0ZdJXVE8TWu+TGhzvmAgkh4jdQXXjP4k7dwh6DrJRoLRcrLruHc4D+rlka73aMOHQgfV+L3O+4s7bBYLRpey0OnbHRxUlvt0DKWlgjbytjiY0BrQPTAUWu2/GNsHwHbWO0dYoZNyt17/KbrqysopwykbcJMkxSVZB5mx55eWNruvMSQXLp7W/jC8UeoqiU6XpdMaYpnkhkdNQ/SJGt8svlLsn4gBBN72CAgqBC3eKfxmUNV9Ik3Eo6pucmKe1U7mH4fVWR2xvjPXyO50to382+o57fK4MkvFh5o5oe3vPp3kteO+eVzT6AoJYkW06V1JadYaet2qbDUmot11po6ullLCwvie3maeVwBHQ+a3ZAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQERUKCqpkeoXAd797dA8P231buVuRcJqS0UT2RAQwmWWeZ+eSKNo7udg4yQPUgKLndbxod0LpcJqbaLbqy2G3NeRDU3Uuq6p7fJxa0tjaf2fe+ZQTCLq/iN2K0pxE7U3vbPVUYa2ujElDVBoL6KrZ1inYfIg9/UFw81DcPFi4yxVGp/hpZ+XORF+hafkx6Y5V2nt140e8lnqoo9ytuNOajouYe0koXvoKkDzwffZn4Fg+YQZl8Am9+qbpbb5w0bxvfDuNte80UvtT71fbmkNiqGZ+tgcoJ9C0+aix8RjU0mp+MPcOZzy9lBWx2+P4NjiaMf0rKreTib2t3T1DpnjN4abtLa9yNAuYNUaWuLWwVVys7vdlIAJbUNYDhxYSQx3MQORYK8UWsrFuJv5rLX2mqgy2zUVf8ApKmLj7zWyRtcWO/aactPxCDqlT+eGRomo0TwgaPZWQ+ylvJqLqQ4YPLLIeX/AKrQVCVw/wCzeo9+93tN7X6ap3vqLxWsZPKG5bS0rTzTTP8A2WMDj8e3mvSRpPTVr0Zpq16UscAht9oo4aKmYMdI42Brf3BBvGQqrD7jF8Rbbvhen/gfZra3Vut5GhzrbFUCOCiYezqiQAkEjswDPrhZAbCbv2PffafTu6Wn2eyp75Rsmkg5smnnHSWInz5XgjPmMHzQdgoiICIiAiIgIiICsV6oeyC1EHZEBvQdURMZ6IKt7q5UAwqoCIiAiIgIiIKO7KHLxrdUVVXvVofR/tnmmtmm31wZnp7WepkaTj+bC1TGu6ghQ2eNZp6ej330VqX2bhDc9L/RQ7yL4KmQkflK380GGWwG9+rOHzc+z7l6PqHtqLdO36RT8+GVdOT+shd8HD9+CvRrtlr6w7q6AsO4ul6kT2vUFDHXU7h5B7erT6Fpy0jyIK8wrSGkEqYTwYt5avUm2Oq9mrtVulfpOtZcbY1xyW0lTn2jB+y2Vpd/yqD6PEU8Okbpz12+my0NHSaoZE6e+WuSRsMVyaxvWeNxIayYNHXJDXAdwe8Pj4ay3zc7o5Intc4NeDjqDg4I9D06KdzxEt3L9aNF2Lh721e5+u92awWilZEffpqEuDZ5z1yBghufi70XPLHwPcPzNm9NbRat28s97ptP0LYBVzU4bUPnd700vtW4dlzyT3Qed97i9xc4nJJ79VZgqdG7eEZwhXKodUUlp1Hb2u/udPd5C0fLmyty014UnB5YJmzz6Oul2c0g8tfdJXsPzaCAggw09pnUOqbnDZ9OWWuudbO4Mjp6OB00jyewDWgkqSTgt8KfU1xutt3L4lKT9FW2mkbPR6XyHVNUQQWuqiOkTM/3Pq4+fL5yb7ebH7S7T0raXbnb6x2ENGOekpGtkcPi/HMfzXNmswclBpUdHBQU0NHSQshggY2OONjcNY0DAAHkMY6L6ERAREQEREBFaHA+v5KuUFUVMqqAipkZx1VOcZwguRU5vgUyEFURUJwgqioDnyVOYZwguRUBBT8EFUVPwT8EFUVM48ihcB3QVRWhwPkrkBEVMoKorfaNBIz2WyXvXWjNNMMmotVWm2NHc1dbFF/3nBBvqLgsO+2y1S/2UG6+kpHk45W3iAnP+EuS2/VWmbuxslq1BbqxruxgqmPz+RQbqit5x3GceqcwxkILkWjHV00sr4Y5mOkZjmaHDLcjIyO4WpzBBcioDkZwn4IKoqfgn4IKoqfgn4IKoqFwBwVZJPFEOaRwa3OMuOBn8UGoioDkZCqgIiIOK7n7baS3d0PdtvNc2qO4WW8wmGohf3Hm17T9lzSAQfUKEri08NPebYO6Vd/0Va6rWmh3Pc+CuoIueqo2Z6MqYW+8CPvtBaQMkg9FO+rHs5hgYx55QeV6emnppXQTwvjkacOY9pDgfTBWn1HqvSBudwe8N27z5KjXO09jqqyQ5dWQQfR5yfXnjwc/FdCXjwf+E25VDp6FmqbY1xz7OC6FzR8BztKCEGnq56Zwkp5XRvAxzNJBweh6j4Fb7oPQOq9zdW2nROjbU64Xm91ApKKma5rPayYJxzOIaOgJ6nyU1umvCO4SLBWR1dfbNQ3v2bsiKuubvZn4FrA3IWrxfcF+km7DU9y4fNJUOmdXbZ1A1JYH2yH2ck7ocOlhLh7znOa3Lcn6zG9QCUG+cB3A/aeFPSs151FLS3PXt7haLlWQt5o6SLofo0Lj1IB+s7pzEegC5zxqcSVFww7GXfXkfspr9V/+LbDSvI/W1sgIDyPNkbcyO+DcdyFvnCtvpbeIfZLT249G9ja2pgFPdaduM09bHhsrSPLJ6j4OUXHjEbxVOrd97btbSVTnW3RtA18kbXe6auf3nnHqGhoQYK6l1LedX32u1NqS5T191uU76mrqZXZfLI45JJUyHgzaqqbtw8ah05UTOeyx6ge2FpOeRksbXkD8cqFkdcqZvwXbDNQbBaqvssbmsumoSIz5OEcTWnH4oJDUVB2VUBERAREQEREBERBaR1TBVSM4VUFiqB5qiuHZBVERAREQEREBUJwMqq6L40d/azhw4ftRbkWgQOvEPsqO2NmbzMNTK4BpI8wBk/gg7zznt5rA7xetl6ncDYOg3CtFI6av0LXGol5Rk/QpgGS/gCGO/BbJwY+KfZd4b5Rba73W+h05qStIioLrA7koq2XoBG9pJ9jIfLryk9Oiz31BZLTq2w1+n75QxVluudNJS1MEnVskTwWuB+YQeW94wQOnZZt+Edrin0dxM1kNyrhS265abr/pUj3YY1kDRNzH5CMldZ8bXCHq3hb3Rqre6jmqtHXeR9TYLo1hLHxEn9RIezZWdiPMYcO66P0hrG96Iqq2tsNW6mqK+gnt0sjThwgmbyyAehLTj8UEwPCS/wD1Q/EDuFxy7iTxUel7PNJpvRH054ZDBSw5Ek4LsNAAPU5+vJJ6LsLd3xUOFDa2omtds1DcdbXKD3XQ6ephLC12cYNRIWRn+8LlDpuPxIa/11pCybYUdfJZNDacpGUlvsNFIWQHHV8s2P42V7y57nO8ycALqgvcTnKCWS4eOBpttSWWvh9uU1MD0fPf443n+9ELh+9c+2z8ZXYDU9wht2v9G6k0b7ZzWmtwyvpWE+bjHiQAeojKheDcnvj0WQvCPwabm8U2soKWzW2pt+lKSVv6Xv0rCIII/NkZ/ukpGcNbnHc4HVB6BtI6y0zrzT9DqvR16pbvZ7lEJqStpZA+KZnqCPiCMdwQchb0uMba6B05tdoey7f6ToxS2mxUjKOmjA68rR9Y/tE5J+JK5OgIiICIiAtKpMnsJBEPfLSG/PHRaqoRkYQRBbvXfxbtur7fbyxusJ7BHXVEtNNbxTV0bKb2h5DyQlz2tDcfWAx5roB/iUcalqldT1W6lS2aIlj2VFvi5muHcEFvQ9FP0Y28uFBl4t+g7FovilNdY7fFRt1HZqa51DImhrXTcz43PwOmTyAn4oOKf+FA4ze/9lBn/R8P+ikXiY8aNbK2CHdOR0kjg1jI7dCS4nyA5ep+CxSWQPAFa6K9cY21lvuFLHUQOvftXRyNDmkxwyPbkH0LQfwQc/uvHT4g1spm1d01bqiip39RLJZRG0/iY8LjY8R3jLgmEn9me4uI7tdBER+RavQBU0FHXUrqSupIaiB45XRTRh7CPQg9CsJuM/w19tt5tM3HVu01jotMa7pIZKiBtLGIqS5OaM+xlY0Ya52CGvGMEjPRBgpojxbuLLS1TGb9crFqanYRzQ19vaxzh6c8Za5Z7cLPiibQb83Gn0brikOhNWVJEdNFVTh9DWyfcinIHI8+THgZ7AlQfXW13CyXKqs91pJaStopXwVFPK3lfFKwkOY4eRBBC+aKeaKVksUjmvY4Oa5pwQR2I+KD1QRyB+CCMHqOvcK5/QZxlYSeFpxQXXfTaCr0VrK4urNTaIdFTOnkdmSpong+xkce5I5XNJ+AWbhGUGBfHtT8fLNf2u7cLbL9LpiK2BtY21T0xcannJOYnu53HGPqgrAnVvG74gu192dYde621PYrgzqaa7WxkUhHqA9gyPkp6eUZyFgv4v8AomzXrhcGr5qCJ1z09e6QwVPKPaMilLo3sz35TlvT1AQR1s8TvjMhHK3dTnHq63wE/wDdV48T7jNP/wBqLP8Ao6D/AEVim7uUafJBlcPE84zSP9lJn426D/RVD4nvGb0/+lJnX/8Al0H+ipSuDvhk2I/1M+290uG1em7jX3TT1JcKurrbfHNLLNMwSOJc4E93YHoMLuh3DdsA5padmdG9f/5NB/ooITT4nvGaeg3SZg+f6Og/0V8dZ4lfGXVsLXbv1UQPnFSQsI+WGqZ3UvBzww6poJrdddktLGOdhYXQULYXtz5hzMEH4qFDju4YoeFzfCp0lY3zTaau1OLnZZJ+r2xOJDoXO+05jgRn0LUEoXhX7jbqbt7M6i19uprO5aiq6m/OpKWSseCI44om5DMAAAl4Wayw98KOzstfBnpqoawtNyuNxrD8f15jB/KMLMJAXWu+2/22/DxoWr17uVd/odHB7lNTxYfUVs3lFCz7Tj+AHckLsC4XCktdDUXK4VDKelpInzzzPOGxxsBLnE+gAJXno42eKe+cT+8Vy1AKqaLTFqmkotPUJJ5I6Vrse2cP5STHMT5ZA7BB2ZxEeKLv/vLX1dr0NXv0Hptz3NhpLfL/AK7kZnp7WfAJOMZDQBnstw2M8NDiT4lLTBuFuBqtulbTcg2akqL8+arr6tjhkSNhzkMIPQvc0nyGOq4B4cWylq3u4nbDatRUjKqzWJj71WwvGWS+ywWMcPMF5b088Kf+KFkcbWRsDWtAaGgYAA7BBETq7wS9ybfbpKjRe9en7rVsYXNpq+2y0Qe70D2ukx8yFhHuVtlvtwz6tfpbXVBfdJXSMl0LoalzYqhgP8ZDLE7kkb8Wk/FelUtBHXqugeNXh0sXETsXf9O1NuhffbZSS3Cx1XIPaQ1UbS4Nae+H45SPPKCGnYPil4oTuRpPRti3q1UILteKOhfDNWGYFkkrGuGH58iV6Dqdj44Y2yvL3BoDifMjzXnf4G9LyXzi922ss8eTDfGTSg/Z9k1zj+Rb+5eiTmyM4QQNcbW+m6WiONndC5aC3BvtkdT3WGlaKKukYwCKmiZjlzy92npj1XH7V4lHGVaYGU8W71XUBoxmqpYZXfMktXX/ABYXKTVXFHuhcoA6V1Xq64siawFxfiocxoA8+wClZ4LvDa2l2+23tGqN4tIUeptaXimjramK4x88FuDxlsDIz0LmggOJz73NjphBHt/4T3jNzy/2Umf9HQf6Kf8AhPOM09t0mY/4Og/0VNhDw2cP8DQ2LZjRoAH/ANzQH+lqxT8TPYzZzSvCZqXVGmNs9OWm60dXQ+xq6K3xwysDqhrXAOaB3BIQR8/+E+4zf/8AKLP+joP9FB4n/GaTj+ygz/o6D/RWKh7KsOPatBGRkIMqz4n3GaP/ALUWf9HQf6KoPE+4zT33RZ/0dB/oqYDarhk4e6jbXS1RUbNaSnlls9JJJJLbInPe4wtJJJGSSSuR1HClw31TSybZLR5afIWuMf0BBCtWeJlxl1kRjO7MsP7UNHAw/mGrR2a3v4g+IXiD2/0drLdfVF0huWoaNskJr3sjLBKHO91hAxgFZV+KDwK7c7e7dxb6bN6ZisbLZUx099t1ID9HdDKeVk7W/ZLXlrTjphw9FjP4XGmhqTjO0aXszHaoq65Pz1wY6Z/L/wBZzUE+MbeVoaD0Awr1a1XICIiAiKhGUHB92t6NsdjdMv1hunq6isFrDjHHJUOJfNJjPJHG0F0jvg0FYSaz8afY60V0lNorbHVuoIoyWiqqXw0Mb/i1pL34+bQfgsn+MDhg09xVbS1Wg7nOyhu9HJ9PsdxLcmlqwCBkebHglrh6HPcBQE7wbL7jbG6yrdEbk6dqbVcKR5DXPaTFUMB6SRP+q9h75B8/VBKJp/xtNqqqpYzUuy2qrfC44dLSV1PVFvx5Xez/AKVk9s1x48Le/EkVr0nuNTUl2qPdbaL0w0NU4n7LRJ7kh6noxzl54iS0kBVjmlie2SORzXMcHNc0kEEeYQTU7WTs4P8AjhvGz9ZJ9F283qDrxpt+f1NNdupdCPJvOeZg+JiHmos+L7VE+seJvcq/VMpkdJqKrgafRsTzEAPwYvprOKfcm/7eWvQmsbvUXmXStxgu2lrtPKTW2meNw5mCQ9XROAHunqHNaQQurNU6jr9X6kumqLoWGtu9ZNX1Jb0BlleXvI/ElBttNBJUzMghaXySODGNAyXOJwAAvRlwU7PzbHcNujdCV1OIbkyiFbcW46tqp/1j2n4tyG/MFRleF7wU3HdPXdHvpuDZ3M0ZpmoE9thqIzi6V7DlhAPeKMgOJ7F3KOoBUzNxudvstvnut1rYaSjpY3S1NTNIGRxRtGXPc49AAAcnyQfaTjp5oDnqoteIjxiZLXrP+DvD9puiuNmttWGVV6uTXOFe1rvfFPGMcrCM4e7qe4AUmGidU27XGkLLrKzv5qG+W+nuNMc5/Vyxte0Z+TkG9oiICIiAiIgIiICIiCwd1erG9e6vQEREBERAREQFgD4zE08fDVZI4i72cmpIBKB2wI3kZ/FZ/LEjxQduarcDhG1PJQ0z5qrT0tPeGBoyeSJ+H9P5riUECVPNJBMyaKQsfGQ5rmkggg5BBHUFTfeF9xe1W/O3E+2OvLj7bWWjImMbUSPy+42/PKyU+r2HDHeo5T5lQfvHI4gHz6EeYXdXBzvXV7DcQekdcx1Do6EVzKK5tBwH0kxDJM/AA8396g9Be5212gt3dJ1mi9xdO0d4s9W39ZDUN+o4dntd3a4eTh1ULOmuAO58SOt91qvhouFHS6Q0XfDarQ6+TvH6RcAedrJWtOMYDhzDHLI3JzlSm8cO9jtneGbUeqbPO43a9U7bRZQz68lTVDkaWY6khpc4Y+C3jg12Vg2G4dtJ6Hmha26y0oul4kA96W4VH6yUk+eMtYPgwIIdrp4XXG3b611LHtCytbnAmpr5QOjPx96YEfiFzTRHhBcWeo54v4T0+mNKUzv4x9bdW1EjR8GU4eCf74KbG9am01pundV6hv8AbbZA0ZdLWVLIWD8XEYXDGcRvD7JVChi3v0E6c9PZDUVJzfl7RBiDsh4PezWhainvG6+pK3W9dEQ40jY/otCHDyLAS94+blnjpnSunNHWWl05pWyUVptdEz2dPSUkLYoo2/Bo6LVtd7s95pWV1oulLX00g9yammbKx3yc0kLcAcjIQAAFVEQEREBERAREQUKhq8a2kbFvxourA6zaXDSfXlqZf86mVKh38bVoG8m37gPraak/rUiCOBZLeG5CJ+Nja9p+zX1b/wAqGoP+RY0rJ/wzWCTjd2zBH1ai4O//AHfUoPQO0dELRjsqtOQCh7IIGvFO2wotuuK28V9rpmQUeqaSG8NY1uB7V4LZcD4uaT+Kw9HdSL+NU6kO92imxge3Gm3e069f49/Ko6B3QZ7+DTqGqt/E/drAxx9hd9L1RkbnoXRSxOafwy781NiocfBb26r7nvLq3c6SmeKGxWT9GxzY9109RI1xaD5kMiOf5wUxyAsRvFShEvBTrSQjPsaq2PH/ADyIf5VlysUfFDZz8Em4Hu5w+2n/ANPgQQCnGeiqB0yqHGThXDsg9I/CIMcLm0/x0ha/6uxdvrqHhD/tXNqP+KFr/qzF28goWhwwfNRo+NdoeGs2/wBB6+jiAnt9zmt0jwOvs5WBwGfmxSXHsVwzdLaLbjevTjNJ7naWpb9ao6llUymqOblbK3PK73SD5n80HUnh125ts4MNr4Q3lM1rkqT0xn2lRK7P5ELI9bTpTS2ntE6dt+ktKWqC2Wi1QNpqOjgGI4Ym9mt+C3ZBjN4jGv6nb3hF1zX0Ezoqq7QR2aF7Tgj6Q8Nd+bOcfivPi4nJz381OV4vUVQ/hHnfEHFjL/QGXHkPfx+9QaHugzz8HK/0Fs4m7jaayZjZbtp2ojgycczmPa4gfHAKmzYSV5ktlt1r9sludp7c/TWDXWGsZUCMnDZo+z4yfRzSR+K9FOxO+OheILbm1bk6AujamiuEQ9vA4gTUdQB+sglb3a9p6HyPcEggoOxla8NLTzDIx29VUdkIyMIIZeGbbcaM8Vy96QihDaeyX681FOzoMQlrpIunpySNUyFfVx2+gqK+ZwEdNC+Yn9lrSSf3FbDS7Xbd0OsancOj0XZ4dTVg5Z7sykYKqQcob1kxn6rQPwW7ais7dQWG42GWolgjuVJNSPljxzsbIwtLm56ZAOQggs4ItqRxE8bH6RudMKi1Wu61epblzNy0tZMXRtPzkcxTxsY1rA1owAMD5LGLg74HdL8I9y1bdLPqqr1BVandC1k1XTtjfTQRlzvZ5b9YlzgSen1R0WT47IKrETxUf7S/Vw//ADdv/rLFl2sRPFR/tL9X/wC+7f8A1hiCBLJV0P8AGs/nBWq+H+OZ/OCD08bS/wCxdpL/AIEov8SxctXE9pf9i7SX/AlF/iWrliDq/ib0NDuPsFr3Rs8QkFwsVU1gxn9Y2Nzmn/CaFFJ4NdikqeKO+XGWPrZ9KVfNkdWvfUQM/P6wU0VfStrqSejk6sqInROHwcCD/SsTuD7gMi4VNytZbhN162+HVEDqSGmbQ+wFLEZ/bdXczuY9AOw7IMuQMKqoOgVUBERAREQWlrSckeWFwPdzY/a7fHT79MbnaNoL3R4PsnTR/rYD96OQe8w/Irnyocdygi43h8FegrZ5rlsfuaKAPJcy2X6J0kY+DZ4suH4sPzWK+rPCt40dMzuZR7cUN/hace3tV5pXNPx5ZXxv/wCqp271qXTunac1mob7QWynb3krKlkLR+LiFxmj3u2ZuNR9EoN2dG1M/wBX2UV8pnPz/ND0EH+mfDA409R1jaWbadtmiJAdU3O70kcTfmGSOefwaV25w7cBmjNGcX0ewXE25t1qprG2+WNtvndHQ3GVnvSQuc4Bz8NDjgYzyOyplKaroqyITUdTFURvH143BzSPmOiwr8TDSN60vp7RHFZoeEt1DtJfKapqHMaSZLdLKGPa7HdoeQD+zI9BmZYbFZdMWiksOnbXS2620MTYKWmpowyKJg6BrQOwUVfi08XtZWXc8M2hLq6GgpGsl1PNC/rPIcOZSnH2QMFw8yQD2Uh+td+9L6b4c7lxEU87ZbNT6bN9pW8w/XOfFmGL+c6RzGfMrzkaw1VetbanuurdQ1bqm43islrqmVxyXSSOLnfhk9PhhBtQc97ubm+OfRejHgenqJ+Erax9UXGT+D0Ay7vyguDf3ALzp26jq7lXU9vooXzVFVK2CKNgy573nla0DzJJAXpq2V0SNtto9HaBxh1hslHQyf7oyJoef8LmQc1REQEREBERAREQEREFG9lVEQEREBERARFR3ZAyCtu1HYbXqiwXHTl7pWVFBdKWWkqonDIfFI0tcPyJWEHFf4mDeGLiEbtQ/QEN/s9Hb6Wpuk8dUYqmKaYF4bHnLSBGWOwR9rusm9gOJLajiU0jHq/a/UTKyNvuVtDOPZVlDJ9yaI9RnycMtcOoJQQE8VGwWo+G7erUG2l8ppfo1POam01ZbhlZQSEmGVp8+nuu9HNcPJdSMyHAjOR16L0KcafB1pjiy0I23OlituqrSx0lmurmZ5HHqYZD3MTj39D1Cgo3g2T3N2J1fV6I3L0nW2evpZHNY+SMmCpbnpJDKPdkYRjDmk/HB6AJC7hvHYOIPVvDjpjXGoKak0jt5oyl11rWrnl/UsqY2cjGSftfqmkDqSZgAMrjHFF4uutNTVtbpLhzpnaesUZdC2+VUTTW1QHTnjYfdhafLu7HfHYR2xXm7QUlTb4q+ZtPWNY2oiDzyyNYctDh5gHqAvgcDnoPyQch1luJrvcG5SXXXOr7vfat7uYyV9Y+bB+AcSG/hhceHM4dAt30vpHVOtLvBYNI6bud6uVS4MipKClfPK8n0a0EqSjhH8JC/wBZV0Wu+Jgtt9Gwsnh0vTyh88o7gVUg91g9WNJPqR2Qb34OWym5lH+mt6dQXK7W/SNRTuttmt0k72w3CYkGSo9kehYzHK12OrnO+6VKYOg6Lb7FY7Vpy1UlisdtgoLfQQsp6amgYGxxRtGGtaB0AAW4oCIiAiIgIiICIiCh7KHvxuP9l/bz/i3L/WpFMIVDx42rid4tv2Hs3TUn9akQRvrKLwyP7d7bb/dbj/6uqVi6uc7Jbt6q2K3Nsu62imUz7xYnyPp21MftIj7SJ8Tg4eeWPcg9NrSA0fJaNVVQ00T5ppmRsjaXuc4gBoA6kk9AAOqhZd4xnFC1pB05pJvT6xoX/wCkupN5PEX4pd6rHV6YvusorRZ65hiqaWz04pfaxnu1zx7xBHcA9R3QV8RjfG176cTd8u+nKxtVZLFGyy0E7TlkrYs872nzBeXYK6b2g2W3F3y1pQ6D2301U3W51srWnkaRDTsz70sz+0cbR1Lj6dOq23bm6aCtWq6S4bl6Yr7/AGKMn29BQVwo5ZT5Yk5XYH4KX/g241eAq3W2m0DoO0wbV19UWsMV5ibGyqk7DmrgS1xyentC34BBknwl8Nun+F3aSg27tMzKuvcfpV2rwzl+l1bgOZw8+UYw34Bd1jstKlqqesgjqKWeOaGVoeySNwc1zT2II6ELWQFir4npI4JtxP5tu/r8CyqWKviff2km4fyt39fgQQApkp6KrQCcE9EHpF4PSXcLG05P/mjbP8Q1dxKMjYDxXuHfbLZPRG3upNOa0dc9OWSltlU6kooJIXSRRhhc0mZpIOM9lz8+M5wt46aY3A/6Npv/AI6DPd3Y9cKMe/8AFFuxfvFIt+zul9f3GDRNFdorVVWqJzTTymKlc+fIxnPtMg9fsreNd+NLs9Dp6vbt1t5qqrvbonMozdY4IKdkhHR7+SR7iB3xjrjCw28O28XPXPHlpjVeoqp1ZcblWXO6Vkzu8k8kEr3O+GXPKCehg79fwVyoOvU5VUGPHH5tvVbo8KOvNP26ndNXUdD+laZjW5Ln0x9oQP7wPXnfeHBxDhg56jHmvVFUxRzxPgmiEkcjSxzXDIcCMEFQG+IVwkXPhs3hrLlY7fIdD6pnkrrNOxvuUrnHmkpHHyLCTy+rMehQYnLuLht4ot0eGPWLNTaAux+jTOaK+1zkupa2MfZe31x2cOoXTpBBIIwUQeiHhQ419peKrT0cunLiLVqimjBuOnqyQCohd5vjPaaMns5vbsQCshgQexXlw0vqzUWir5R6l0nequ03WgkEtNV0kpjkjcPMOH7wpYuCnxVrZrKpt+2PEbU0trvMxZTUOowAymqnno1tQO0TycDnHuknrhBJcqEZWnFNFK0SRyNcx45mEEEEHzBWqgpgeiqiICxE8VH+0v1f/vu3/wBYYsu1iH4qP9pdq4f/AJu3/wBZaggTV8P8cz+cFYrof41nzCD09bS/7F2kv+BKL/EtXLFxLaPrtbpIj/7kov8AEsXLUFMA90wPQKqICIiAiIgIiICskzg4Hkr0QQT+KFtXult9xAXG+apvF5u+l9TSGtsVTVTvkghGBz07c+6wsPkPIgrDD3gcj1Xps3j2Z0Bvrout0FuPYIrnbKsZbzDEtPKPqyxP7sePUfLqobuKvwvd5tkais1RtxQVeutHtc54fQxc9fRsz0EsDfeeB99gI9QEGN+1vEjvhs1XRVu3m5d7tTInAmlFU6SneAexicSwj8FI5sF4mGh+IbTNdsFxSW+iss+qqCaztvkTcUNSZmFgbM3r7F5JBD/q82M4UTdRS1NLM6nqqeWGVh5XMkYWuafQg9QVRhe09AR+CDO/dLeO+6Y4C79ww6grXOvWkdfM07N7+TNbozJURuHqwuYzHkQsDndfRbhdb7er1K6e63GpqpXBgc6V5cXBjeVuc9yG9AfRdwcMPCLu1xR6ujsmjLNNS2aF7Tc79UxObR0UWevvY/WSH7Mbck+eBkgO4/C34aJt5d9qXcC/W8yaW0FLHcZXSMyyorgc08Xxw4e0PwYPVTot7DOM/BdccP8AsTorh123t222iaTkpaNvPUVMjR7WsqD9eaQjuSfLyGAuv+Kbjh2a4VKBsOqrg+8alqmc9HYLc9rqh7fJ8rj0hZ+07qfIFBkSqrFPgZ42Dxf0Wq6is0pT6fq9PVMQipYagzF9PIDyuc4ge9lpHQALKsdhlBVERAREQEREBERAREQEREBERAVHdlVUIyggO8U+hrKLjb1zLVcxZVU9qnhJHTkNBA3p8nNcPwXSuwG/mu+HfcOg1/oS4vimgc1lXSOeRDWwZ96KQdiD1wfI9VnJ4020lXQ670hvTR0hNJdqB1krpGjoyeFznxZPqWveP7xRoAEEFB6W+HzfDR/ERtVZd0dHVTTS3SPlqKZzh7WjqmdJYJB95rs/Npa4dCF0z4meodPac4V9QC5WO33O6XiWC0WhtTSsmfHUzPwHx5BLXBvNgjqo+fCb4jZtsN6jtLe7g5mntdn2UbHn3Ibi0fq3j0LgCw+vT0WaPGif7LPFhsDw8xH2lLBXSawu8QOW+xhJEWR/ycndBt2lvCU4br3t7pZ2qaC+0mom2mlN1qKO4lrZ6oxNMr+UggZcT2XLNK+E7whacqGVVdpq83osOQy4XN5jPza3CyV3R3g2z2T0tLqzczWFusFrgGGvqJPfldjoyONuXyOP3WglR9bueNRpq31M9u2Y2xqboxhc2O43qb2DH+jhCzLsefVwPXsEEg+3mze1209D+jtt9BWXT8JHK40NK1j3j9p/1nfiVzMcowFChL4yfEy+r9tHp7SEcPNn2P0SQjHpzc2VIdwDcVOuOLLbe8601joqksf6JuLbZDUUkjzFWvEYfIWh3bl52A4JHXHkgyjREQEREBERAREQEREFD2UO/ja/7MugP+LUn9akUxB7KHfxtP8AZk0AfXTUn9akQRwLJbw4bLZtRcZe3dnv9qpLlQzzXAy0tXC2WKTlt9Q5vM1wIOHBp7eSxpWUXhkf27223+63H/1dUoJ0avZbaG4UzqWt2s0jPC9paWPs1OQR/gLGjiB8Lvh33btVVUaJsUehNRFhNPV2xuKZz/ISQk8pHry4Posy2/VHyQjIwg8y++GymudgNxLnttuBb/o1ytzvdkZkw1UR+pLE77TXDr8Ox6rgLXEHopovGC2LoNX7H0u89uox+mNE1cUdXKxo5pLfPIIyHHueWV0ZHoC5QuIM1+BHxCNXcPmpbdoTcW61d326rZW0745nGSW08xwJoj35GkguZ93OBnAU41tuFFdKKnudvq46mlq4mTwTRuDmSRuALXNI6EEEELyyAgkD/Ip3/Ct3WuG5PCtbLXd6l09bpCrlsvO45PsG4dED8mux8gEGY6xV8T7+0k3D+Vu/r8CyqWKnifOa3gl3D5vtfo5o+f0+BBAEqjGepVHd0QZy7XeErvjupt3p3ce1a30jR0OpLdDcqaCoknMrIpW8zA7lYRnBB6Fcnf4K/EKOrNxNDv8AnLUj/wB0VJ1wef2rG0//ABRtv+Iau4kEFG6nhO8Ue2ek7jrGJuntT0tsgdU1NPZquR9UImjLnNjkjaX4GTytJOB0BWweF04w8aWi2uBHNFXNx8foz/8AMp85Wh7C0gEEYIKhk2l0FFs54t/8DqCjdS25moq+Whja08jaeppZJo2j4AScv96gmcaSe6uVB8sKqCndcC3q2W0JvvoO4be7hWhlbbK5vuPHSWmlAPLNE77L2k5BXPkQeeLi64LtyOFPVD4bvTS3bSldM4Wq/QRH2UrfKOYf3OUDGWnoe7chY6lpHcL1D610NpTcTTldpDW1hpLxZ7jGYqmlqow9jm/5CPIjqFEDxreF1qbahtx3L2Miq9QaRjLp6u1HMlbbo+5c3HWaMfD3mjuD3QR6qrThwPRXSRGNxae7TgjPYqxBKN4YHHldReLbw4bu3p1VSVI9hpm6VT8yQvH1aSRx+s09Qwnt0HmpYGkLyyWm519muNLdbXUyU9ZRzMqKeaM4dHIxwc1wPqCAV6RuFjddu9/D/ofc57mmpvNqZ9NDT9WqjJinH/7RjvzQdroiICxB8VUkcGWquvett/8AWGLL5Ye+K07l4M9UD1rrd/WGoIGT3VY/rt+YR3dVj+uCPIoPTts8c7U6P6//AFHRf4lq5guGbNPMm0+jnkYzYqH/ABLFzNAREQEREBERAREQEREBabg09CCr3HAysC+PfxBdxuFXXdv0DpLbq2VouNubXxXS4yvLHguc0tYxuOrS3rkoMk91uErh33pMlRuFtZZK6ul+tXRQ+wqSfUyR4JPzyseL34PvCtcqt1TbZ9VWuNxz7GG4B7R8BzNJWJdm8aDfykq2yXjQGka6n5hzRtZLEcZ64Id3WTuyXjBbGa5q6ezbqWWu0HWTuDPpjj9KoOYnHvPYOdg+JaQPMgdUHVnGR4dGz/D1w91O6u1tvuldedK3ahuFc+5VHt2zUXtQyRhZgN5eZ7HH4AqRzZe4aPvO1+mL/oW0UFrst2tdNX0tJRQNiiibLGHcoa0ADBJH4LR1zadK75bPag03Q3Ohu1l1fY6qiiqqWVs0MjJonNa9rmkg4JBBHmFjt4Zu4EtXwvO0tqeqbFX7bXKusleZHdIY4XucC4+QALup8gg5Tx38X1q4VdsPpluZBW6xvwkprHRvOWxux71TKO/Iz0+0cD1UCOs9aam1/qW4at1heai6Xe6Tmoqqqd/M97yf3D0A6DC7X4y+IWv4kd9b/rp1RIbPDM6hssJdlsdFGSGEDyL/AK5/nLowAnt5nCCT/wAEWjrDqTc6vw76IKGgi7dC/wBpIfzwpZx2WBng/wC01Vofh4rNd3OlMNTrW4uqYC4YJpYh7Nh+RIcs8x2QVREQEREBERAREQEREBERAREQERY/708cXD9w+7i0e2e6mo621XOto465szKF81PDC97mtMjmZcCSxx6NPRByTii2EsvEdszfds7sY4qisi9tbqpzf/JqxnWJ/wAs9D8CV519w9A6p2v1peNB60tU9uvVkqn0lXTzNwWub2cPVrhhzXDoQQRkL0waI3A0XuRp2m1XoDVNs1BZ6vJirbfUNnjcR3GW9iPMHqPNY6cbPAfoviutAvtvmhseu7fB7KkurY8tqGDtDUAdXNB7Hu3PTp0QQN6Y1DctJ6ktep7RM6KutNZDW072nBbJG8OafzCkSHGpou0cSm5fFfWyw3SW2aatmmtIW72vWaqlgY6Q+rWNcKgvP7WO5WGe9XCzvnsBeZrZuXt7dKGnjcRFcoYHTUFQB9pk7QWfgSHDzAXVDgWgYz6/PKDsHe7fjcrf7WVRrXcrUVRcauQkU8HPiCjiySIoo+zGjPl1PmuvGjPYdlvGmNHat1xdIrHo/TN1vlwmcGxUtuo5KiV5Po1gJWdfDf4R272uZ6W+74VP8CbG5zZHUDXNluUzfQtBLYf745HogxW4a+GzcLia3EptD6HoH+xY5stzuL2H2FBTZwZJHevk1vdx7L0IbIbP6W2I2wsW12jYPZ26y04ZzkAPnmcS6SV/q5ziSfnjyVuzOyG22w2joNFbY6dp7Vb4yHyuY3M1TJjrJLIfee4+p7eWFz5AREQEREBERAREQEREFCodPGzcTvToJmfq6af0/wD6mRTFk4GVDX41sodvtoqIH6mmMkfOplQR2LKHwynBvG7tqT/LXEf/ALvqVi8snPDTl9jxt7ZOzjmq65n50FQEHoLb9UKqKh6BB0vxm2emvfCnuzb6qNrmO0ncJRzDs+OIyMP4Oa0/MLzgL0YcdGoYNM8IW7Fznk5A/TdTRMJOP1lRiBg/wpQvOegDupivBQZVDZrXT3k+wOoYwweXMIG5UOoCni8KrbGs294ULRcrlTuhqtV1k94LXNwfZOIZEfxa3PyIQZjLE/xRn8nBLr7P2pLY0f8AP4FlgsRfFTlEfBVrNhOPaVdsYPifpkZ/yIIESMFEPU5RB6ReDv8AtWNqP+KVt/xDV3GunODv+1Y2o/4pW3/ENXcaCjgS0gHGfNbQdI6ZdeRqJ+nrYbqByiuNJGajGMY9pjm7dO63hWudy9UG16n1NYNGWKt1Rqq70lqtFtiM9XW1UojhgjH2nOPQDqFbpnV2mdZ2en1BpK/W+9WyqaHQ1tvqWTwyD9l7CQVgP4wu/LNJ7S2rZW1VvsrprGcVNdG1/vNoYTnBx5Ok5R/eldseFvomTRvBzpKeojLJ9RT1d6eD35ZJSyM/IsjafxQdhV3GTtFQ8SFPwuPdczq+ZmXyGnDKSOQwiZsfO4gucWHPRpC71Bz5KFjxHb7d9lvEEtG61nY5lRDSWi9xY6e09kTG9vyLYy0/NTEaD1lZdwNGWPXGnKplRbL/AG6C5UkjTnmilYHtz6EZwR5EEIOQLTfEHNLT2xj1V4VUEV3iZeH/AGemtVz4h9l7JHQup81OpLRSx8sT2H61VEwfVIPV7QMfaCiqczlOM57L1NXW10F3ttVarlTsno6yF8E8T2gtfG5pa5p+BBIXmi4gNBM2u3u11t3Dn2On7/W0EGTk+xZM4R/9TlQcBbnPRTneEJX1NZwe0dPO4llDqO508I+6wuZIR/hSOP4qDFvdT9+GFoar0NwaaJZXxGOovrqu+OaRg8k87jET84mxn8UGViIiAsNfFik5ODjULSfr3K3N/wC3aVmUsKfFzn9lwfXNmf429W5n/agoILiPNUBwchVJ8lQd0Hpw2PeZNntFOPnYKA/9g1c4XAthXiXZXQkgP1tPUJ/7Bi56gIiICIiAiIgIiICIiAsZeOzhEtfFbtcbdQyRUer7B7SqsNa8ANc8j3qeQ/ceAOvk4NPqsmlaW5OfwQeXjW2h9U7danuGjNa2SqtN5tUroaqkqIy1zHD+kHyI6EdlsWeuRleibij4K9n+KWzH+F1vNu1FTQllDfqJgbUxdOjX+UjP2XfhhRGcQXhpcSOyE9VcbVpmfW+m4SXtuNihdPJGz/baduZGdO5ALfig45wjcbO5vC5qWCKhrZrto6plb+kbFPKfZFmfefD/ACcmM4I6E9wV3VqriY0xt9beJqg23v8AG617t0VDddP8j+R8bq14jrWED6sjGPlBHkQsC6qkqqGZ9PWU8kE0bi18cjC1zXDyIPUFabA+R4Y0ZcTho9T6BBYepPVd0cJ/Dfqfid3ftW39jjlhtrHsqr1cA33KKia4c7ifJ7vqtHm4jyBXIeG/gV374kLrTSaf0pV2TTTng1GoLpA+GkYzz9nzAGZ3wYCPUhTb8MfC/t3wuaCj0fomlM1ZPyyXS6zMAqK6bGOZx8mjryt7BB2bo/Stk0Tpe06Q03RMpLXZaSKio4WjoyKNoaB+Q/NbyuCbr757S7HWP+EG6uurXpykdkQiql/WzkfZiibl8h+DQVsPD/xP7TcTNqut62nutVW0lmqm0lS6qpnU7g9zeZpDXdSCEHbSIiAiIgIiICIiAiIgIiICIiCh6BQgeMPaa2h4tI7lMD7C5aYoHwOPb3HSscPwIz+KnAUa3jNbK1Wo9A6Z3ptFG6WTTE77bcnMGS2mmILHH4B7f+sgjf4c+J7dPhn1fDqbb69vZTSPaLha5nE0ldGD9V7O3Njs4dR6qePhd4mtBcUe3FPrfRs/sauAtp7va5XD29vqcZLHD7TD3a/s4fEEDzf5I7HC704POJq/8MG79t1nRzzvstW9tJfKJpPLUUbiMnl83M+s0/DCCbrjk1fFofhR3HvZPK91mkpIv58xEY/7xXDuFnhU2WZw17ZR632k0jebwNPUtXU1dfZ4Jp3yTj2zg57mknBkx19FwjxMNY2/VnCrpuh0xcGVdHuJf7PTUU0R5mzwyuEgLcdwW4Xf26u+O1/CvtLQX/cG7toqOho4aKgooxzVFbKyIARQs7uOB1PYDqUHYmm9FaP0bTfRNJaVtFlgwG+zt9FFTtx6YYAtr1fu5tTt+4N13uVpfTrz2ZdLvBSuPyEjwT5qFTiV8TrfvemrqrTo67T6F0s8ujipLZKW1c0fbMs4w7J8wzA+aw8q6yruNTJW3CqmqamZ3PJNM8ve9x83OPUn4lB6cNGbwbVbjOki2+3I0xqWSIEyR2q7QVT2Ady5sbiQOo6kLl4ORlRReC9sdeW3TVe/l2o5IbYaf9A2l7mkCokLmvne31a0Bjc+riPIqV1BVERAREQEREBERARFsOu9WUOg9F3zW1zillo7FQT3CeOEAvdHEwvcG588BBvrs46KE7xlb3T3Hibs9shlDn2vTNNFK0d2ufLI8A/3rgu49wPGypPo0sG2ezs3ty0iKpu9cOQHyJZGP3ZUbO7+6+rd7df3bcrXFYyou94m9pKWN5WMaBhrGjyaAAAg4Yu9uBfV1p0LxbbYamvtSKehhvjKaWZxw2P28b4Q5x8gDICT6ZXRK1IJZIZGyxSFj2ODmuacEEHoR8UHqiYctyqnsVDdw2+LxrXbmwUOjd5NLyatt9BG2CC5004irRG0YAk5stkIHn0JXaW5XjU6XbYpYNqNrbjLdZYy2OovFQxsMLvvFkeS7HzHZBv/AIyG+tBY9sLRsLaq5rrrqOrjul0iYcmKigdmMO9OeXlI+DFDyGkkDC7F1Pet4OJjcuu1HU0d61fqq9S8z4qGlkqH4z7rGRxg8rAOgHYLMDhs8I3dvXdZS37fST+BViDmyPoA5slxnb35S0EtiyM/WJcPRB0LwVcJOqOKfdKktENLNT6RtM0dTqC6cvuRQg5ELXdjLJjAHkMuPQL0F2GzW3TloobBZ6RlLQ26mjpKWGNuGxQxtDWNA9AAFxfaTaDQGyWjaTQm3Gnqe1WmlGSyNvvzPx1kkf3e8+ZP9C5pPKIIny4JDGl2B3OBlBqfgsLvFvusFBweXSkmmbG+4Xu3U8TT3eQ8yED8GErp3XXjV6StlVVUGi9m7lWyU8j4hNcK9kTCQSM8rQTjp6rBjiv43t1uLGagotXQ0VosdrkdNSWuh5vZiRwxzvc7q92OiDHI91UDPmq4znrk/NUx6IPRnwRX+16g4T9rau0VcdRFBpuko5HRnPJNCz2cjDjsQ5p6LvIOycdF5pNtOJDfTZ2hda9tN0b9YKJ8hldSU1TmAvPd3s3Atz8gu17f4l3Glb2NYN5KipDe3trfTO/92EHoEc7lGfTquKbn7m6Q2i0RdtwtdXWO32az07qiaVx955A92Ng+09xw1rR1JKg1d4onGg8cp3Ohb0xkWunz/wB1dO7u8Sm+G+zom7qbj3W+wQP54qWR7Y6eN33hEwBmfjjKDduIfeXVnFbv5X62qIZGy32ujt1lt5PN9Gpi/kghHx6gkjuXFehna3RVHtvtzpfb+3hgp9OWejtcfJ2PsYWsJ/EtJ/FQUeG/s/U7t8VelXT0rprXpaX9PVr3Ny1ohOYmn0zKWY9cFT/sHTOEERPjY6TdSa/291rHH7lba6m3Pf8AGOQOaPye5cr8JPi8oGWocMmvbsIp4nvn0vNO/Ae1xLpKQE+fMS5o+JHou5fFu2b1DubsDbr/AKT0/WXe4aTuorJYaOF0sraV7C2R/K0EkN6E+ihOoLhcLJcYLnbauoo66klbNBNE8xyQyNOQ5pGCCCB1CD1MNzgfLzVVEzwz+MPU2O1UelOI2wVV0NKxsTb/AGtjfbPaOgdNCSA447lpGT5LL+1eJrwX3Wi+mP3gioXAZMFXbapkg+GBGQfwKDKV5AYS7AGOpPbC82fFlq22a74l9zdXWmRslDcdT176Z7T0kibKWtePg4NB/FSC8YXiw6Qu2jrpt5w5Or6urusL6Wo1BUU7oI4InDDhAx2HlxBxzEDGeyjv2R4et2eIvVjdN7Z6XqrnJ7QfS61zS2lo2k/XmmPutHwzk+QQanDZsVqHiH3esG2un6eRza+oa+unDSW01I0gyyuPkA3IHxIXpA0vp+26U05bNMWeBsFBaKSGhpY29mxRsDWgfgAugOC/gx0XwnaPkp4HsuurrsxpvF3dHjmI6iGIfZjHp3Pc+SyTAA7DCCqItvv14p9P2avvlYHmnt1LLVyhoySxjC449ThpQbgsCvGPv9JbuGG2WWSVvt7vqWljjZnq4RsfI4/hyj81w7WfjV7a24TU+jdpb/cZ2OLWvraqOCPIOMkNDjhR/cWnGRuPxb6hoLhq2CmtdnsokFttVISY4S8+9I5x6veQGjPkB0QY/HuqsGXYxlO57gqrRh2chB6VuGC5QXfh424uVNK2SKfTNvc1zTkH9S1doKDThO8T3cDhv0TSbZ6g0rTas03bnOFBmYwVNLG53MY2vwQ5oJOARkZ9FJFwi8f2geLfUVz0jp3SN6sV1tNuFxqG1bmSxOj9o1hDXt88vb3HmgypRUac5+aqgIiICIiAiIgIiICIqO6AoOE6i3s2e0jcHWjVu6ujrLXAlpprhfaWnlHzY94IW/af1ZpfVlL+kNK6itd6pfsz2+sjqYz/AH0biFBZ4nWyl42s4nr7qCSnkFm1of0zQVBBLXOIDZWZ9WvHb4hYv6R1tq/Ql3jvejdUXWxXCJwLam31clPJ08iWEZHlg9CCg9KusNldodxJDLrrbLS9+lPeWutUM0n+GW8371hH4jex+12yW2ugd29sNt9P6fl0lri3VNWbdb44jNC4l2HkDLm80bRg/e+K6P4VPFx1npmvotJ8RccmoLM9zIf07TxAVtMCQA6RgwJW9euAHY9Vmjx3VGmt6uBHXWpdG3elvFs/RdPfqCrpnh8b2QTxyucCO2GteCO46goMprfVU1fQU1dSFpgqYWSxEdixzQR+GFirx08dWmuFTTjLBYY6a7a/u0RfQW978so4zkConA64z9Vvdx+C3K28TuntpuBPSu++qZBUGHStBFTU4dh1dX+yETIQfLL2HJ8mhx8lBTunudq3dzXl43D1rcn1l4vNQ6omeSeVnX3WMH2WtHQD4IG5u62v94dV1etdxtS1t6u9W8l0tRIS2NvkyNvZjB5NHRSg+CPa6uPRW5F3ka4Us1ypIWZHRzmxkkj5ZCiSZgn4kFegLw4dlanZThd03RXejfS3jUgN9ro3ghzPbgGJhHkRHyZHkSUGUiIiAiIgIiICIiAiIgIiICIiAuN7g6G07uZo68aC1XQR1lpvdK+kqonAfUcMZGezgcEHyIC5E4+Sp80HnG4seGDWfC1ujW6J1FTvqLVO59RZLqGERV1JzdCD2D29Gub5H4EE9KNOHA+i9K+/PD9txxGaEqNC7jWVtVTvJkpalnuz0c2MCSJ32SPTsfkoe+InwtuIPaOvqa/QFml1/pwEuintcfNWRM9JKce8TjzZzZ+CDYNA8Tluu+0eze1u4N2d9G2314bq58hLibUxgljZ178sntGgehaB2XV/FVxK604nt0a3XOpqmWK3xOdT2a2NkJhoKQH3WtHbmI6ud3J79AAOtbzozWOm69tpv+lLxa65zS5tNWUMsErmgkEhj2hxAIPXHkuVbe8PO+W6tdHRaB2q1NeXSEfrYbdIIW583SuAY0fNwQddgk9CfzWSPBrwYa74rdZMFLTTW/RttnaLxe3MxGwDBMMRPR0rhjp5AgnphZa8NXg73WWro9T8SF6hp6ZhbJ/B61zc0j+v1Zpx0aPUNz81KFovRWldvdM0GjtGWGhs1ntsfsqWjo4hHHG35DuT3JPUkklBobd6B0xtjoqzaB0bbY6GzWOmbS0kDB2aMkuPq5ziXE9yXEnqVyUDAwgx5FVQEREBERAREQEREBfJdrVbb5a6uzXiihq6GthfBU08rOZksbhhzXDzBBIwvrRB0k7gq4TpeknD9ovr5i2tH9C+OfgU4Qp8iTYDSgB78lO5v9Dl3yiDHWp8Pbg1qgWv2DsDc+bJahv9Ei2ufw1+C6cH/wChWjjz/J19UP8A3iyeRBit/wCDG4Lg/nG0rc+hudVj/vrk+nuAXhB0y9stv2I05M9vXmrWSVQP4Suc39yyCRBsemdFaQ0XRfo3R2lbRY6XA/U26iipmflGAFvYAI6jKqrHzMjaXPdyhoyc+QQXYA7AK2RoewtcAQRgg+YWPW5HHtwubYXk6aum5UF3vTH+zdb7DA64zNePsn2QLQ74c2VwV3imcLdFc2WrUdRrDT8rz0dc9PyxDHqR1dj8EHbo4POFp00lRJsDoaSSRxc5z7PE7LicknIX3U3Cpw00mPo+wegWY7YsFN/oLkO1+9O1W89nN92v13adR0jMe1NFUBz4SewkjOHsPwcAuZPORkZ+HTog6+i4d9gov4vZLQY//TtIf/dq5/DxsFKMSbJaDPy07Sf/AA1wK48evCLZrvW2G7732Wir7dUSUtTBPBUNdHKxxa5p/V46EHsrB4gHBuRn+z7ps/8A7b/4aDmNTwucN1YSajYjQT//ANP0v+Ri2uo4NuFWp6ycPmhf7yzRM/7oC2E8f/BwP/t+0119DMf/AGFyvarim2F3t1DVaW2q3EotR3GhpxV1EdJBMGxxc3LzFz2Bvfyyg2CfgX4Rag/reH/SXXzZSln9DgvmPANwelwd/YC0z07e7L/RzrIB2cdAukdxeM3hx2j19PtruTuPTafvVPTRVbmVVNMYzHJnlIexhGeh6IOc7cbMbVbR0k9Btnt/Y9Nw1ODP+j6Rsbpsdud+OZ2PiSuarHz/AMIBwb+e/wBpv/tv/hqv+r/4ODnl3+0307/x3/w0GQBbzdcLpXdfgy4at6ZZqzXe01lmuE2S64UcX0Sqc4/adJFyl5/nZWzv8QHg3a0uO/2m+noJifyEeVv+kOLjYLXWjNTbjaX1y2r0vpGRjLrdfoc7YYi4ZHLlgc/yzgHugxi1N4MvDtdJ3y6d1hq2ytcSRGZo6hrc+WXNBwuOU3gmbVsmzV7w6mkjH2WUcIP5rJ2HxBeDSVoezf3TwGPtsqGf0xr6rfx58I15u9DYLPvdZq243KojpaWCnhqXukle4Na0Yjx1JA69EHVu3vhN8KGi54qy9Wi76rqIyHct1rSISR6xx8ufkSQstNI6K0loOywac0Xpq2WO10wxDSW+lZBE348rQBn491tG5e7e3uzmmHax3J1JDZbMyZkBq5IpHtD3fVBEbXHr8l1ZF4gnBrK0Fu/2nu2feZUD9xjQZChoHZXLpHRfGhwxbjasoNDaG3dtV6vtycWUtHTQVBdIQ0uPUxho6DuSF8+q+N3hY0Jqu5aJ1jvFa7TfLTMaespKiCoDongdsiMtPzBKDvZfPW0dNX001DWQsmp6iN0U0bxlr2OGHNI8wR0XQY8QDg3653903/23/wANV/1f/Bvjm/s+6awPjN/8NBu0fBTwnxvdK3YDRjnuJcS+3Ndkn4HK3GDhH4X6fBh4f9BNI8/0DTn+lq1drOKHYfe6/wBVpjarcWi1JcaGmNZUx0kM2IoeYNy5zmBvUkdMrtdB1c3hc4b2DDdiNBAf8X6X/QVk3Cvw1ztLZthtBOB8jp+m/wBBdqIg6ZqeDbhUqjmfh90N182WeJn/AHQFyDbjh72W2gudXeNsNtbFpqsr4RBUzUFN7N8sQcHBhOe2cHC7GRBa3tj0VyIgIiICIiAiIgIiICIiDo/iw4XtG8U+2FTofUjRS3GmLqmzXRjMyUNVjofix3Z7fMfEBQFb3bH7hcP+uq3QG41kkoa+lcTDNyn2NXDn3ZoX9ntPr5divTIcEEeq6v334dNqeIzSbtI7maZiroWgmkrIxyVVFIftxSDq34jsfMIPNV/kWUnCZxV1u3WmNZ7Da5ub5dA6+sNxthbK4lttrpqZ7Ipm+jC8tDx2webyK7Q4hfCR3w27qaq8bQFuu7E0l8cEZbHcIm+hjPuyH+ac/BYV6n281/om4PtOrtFX2y1sbi10Ffb5YHg/J7Rn5oO4t6+Ier1zw9bQ7KUNydJR6Ooqma4RtccGqfM8Rg+vLH29OY+qx8OXO69yuSaU243C15VtodF6Jv19qXyeyEdut0tQef0PI04x557LO/hY8JLcXWlfR6n4hGyaVsEbhI6zxvabhVt+67GRCD2Ocu+AQcB8N3gwr+ILcKl3C1naXjQOl6ts0/tWYZdKphDm0wz9ZmcF+PLp5qc2KNrGhjAGtaAAGjAA+C2LRGhtKbb6Vt2jNFWGmtNmtUIgpaSnZhrGj95J7knqSSVyASNxnPRBcioCD2OVVAREQEREBERAREQEREBERB1RxWC7nhw3JdYZpoa+PTddJDJC4te0tiLiWkdQcA9lAZtjxZcRG0Nyir9Ebt6jpmRuDnUlTWvqaWTHk6GQub+QBXo9u9tpLzbau0XCIS0ldBJTTxns+N7S1zfkQSF5s+JHZm87Cb16r2uvMT2m017/AKHI4Y9vRvJfBKPUOjLSfQ5HkglV4PfFQ0du/WUO329NPSaW1RUFsFNcI3clBXSZwGnP8U8+hOD6rP8AY6NzeZhznqvK+2QtcC0kYUs3hh8fFZqN9v4dd5b6aivZGINNXaqkzJM1o6Ukrz9ZwA9xx6kDlPYIO4d0HC5eKdtdbyeZtu0FVVRBPm6WoGf+qs2vdafewPTosIr641Xi02LmJxSbZEs+GZan/OuF+Ij4isuztRWbJbJ3GN2sGs5LvdmYcLVzDPsmeRnwQSfs59ewZN8Q/GpsFw1NdRa71aye++z9pHY7diesIPYvaDiMHHQvIz5ZWD+r/G2qRXSR6G2TidRh2GSXS5ESOb6kRt6KL663e5325VN4vNwqK6vrJXTVNTUSGSSWRxy5znHqST3JK5Ts9tdqHeXciw7a6VpHzXG91jKdpaM+zYTl8h/Za0Ek/BB6IeGPd6479bF6T3cutijs9TqOmlqH0Uche2MNnkjaQ49SCGB398u0VxfbDQtr2x2907t7ZIwyg07bae3QADu2Ngbk/E4JPzXKEBERAREQEREBERAREQEREBERAREQWvIDSScdFDx4kXH/AKl1fqm67DbQX+e26btkklFeq+ilLJblOPdfCHjqIQcggfWIOeilJ3/1jUbfbIa+1xSOLaix6buNdA70lZA8sP8AhYXmstr5LtqKjNXO98lXWs9rI85c5z5BzOJ9TkoJ1vDs4UNKbF7M2LWdbZaaXWuqaOO411wkjBmgilbzMp2OPVrQ0jIHck5Xe29+wu2+/wBoms0TuLpymr6eojcKepLB9IopSPdlhk+sxwJz0OD2IIXN7HSxUNooaKnjDIaemiijaPJrWAD9wX3u7dQg85uoXbscD3EZd7RpbU9Xar9pWvdFFUwuIjraYkOZ7RnZ8b2Yy09O/mFONwk8Rlm4odmbXuNRQx0lxyaO7UbCSKasYBzgfsnIc34FRleM3o+msu/+nNVQU7Y3X+wNEzgPrPhkLQfyIXOvBL1jWs1JuLoR8zjSSUlHc42Z6CQOcxxx8W4Qd7+LtojSs3C9Lq52nbc28UV+oRFXNpmCdrH84e3nA5iCSDjPko8/DR0Fo7cnitsemdc6boL9aDbq6d9FXwiWF72xe6Sx3Q4J81JZ4thH+o4uwx/9d23/AL7lG14Y2tdH7fcVtr1JrnU9ssFqitNfE6tuNSynha9zAGtL3kAEoJkKrg64WKuB8M3D5oQMeOU+zssEZI+bWghY6cDPDvS7BcU2+1ktVsqYLFF9BbZJJWuLRSzZlEbXn63Jnk7/AGRlZE3TjL4VbVQz11Tv9oh8cDDI5tPd4ZnkAZw1jCS4/ABbBwT766k4jtq7nuZfzA2CbU1xpbVHFD7Mx0Eb2+xa7r1cGu6nzKDIVxw0lR4UnDZpniX8Qnc7XG4tjbddJaEit9sio6lhMFXWGmY4NcOnO1uXEjtlSHubzDCsZTsY9z2saC7qSB1Pl1PyQYYccfDVsBo7hN3G1HpbZjRtoututjJaWsorNBDNE/28bS5r2tyDgnz81FPwLaY07rPiu290xqyzUd4tNfcZGVNFWQiWGZogkIDmu6HqAevopo/EIBPBpuln/wC6Gf1iJQ2+Hf8A25m2X/Ccn9XlQTI7ocCnDRrfQl803bNmNI2e4V1DNHRV1BbIqaamqCw+ze17AD0dgrqvwl9Et01wt1guFEG1Vy1RcjUMkYOvsiyHBHmAY3fvWbjm83mR5dCtGnoqakbyUtPFC0kuLY2BoLick4HmT5oIUvGI0np/S/EdZKuwWektxuunIqiqFLEIhLKJ5W87g3oXYAGfgsjfBZ0rp6bafWmrJ7LRyXY39lI2sfA10rYmQNcGNcRkDLiei6M8ajpxA6Qz/wCa7c/85lXIvDF4xNheHbaTUelN2NWy2m4199+nQRtopZg6H2LG5ywHzaUEuFTRU1ZC+nrKaKeJ/RzJWB7XD4g9CvPNx/6dtOkeMTc2xWG209voYbnDPFTU0YjiYZqWGV3K0YAy55PT1UuB8UfgtPQ7nz/9FVP+gofeNvcrSG8PFJrrcnQdxdX2G9VFK+iqHROjMjWUcMTjyuAI96Nw6+iCXTwuNFabs/B5orUNDYaKG53h1wqKysZA0T1DhWzMbzPxzHDWNaOvTCeKHovTd44SdW3ytsdDJcbW+mqaasdA0zRu9q0HD8Z6g4PVb/4Z39pHtn/uFf8A+sKhV8SwA8Ge4Gf/AOHg/wAc1BD3wF6T0zrris0HpbWNjo7zaKyseKihrIhLDKBG4gOY7IIyB0KnArOD3hYrYX08nD5oJrXt5HGKxU8bgP5zGgj81BvwLa60nttxRaI1rrm+QWiyW6re+rrJw4siaY3AE8oJ7keSmcufiG8HNvop6wb42WqMUbniGCGd8kmBnlaPZ9z2QdQcDXDXLsBxS7+2+g09cKLTMP6Oh0/VTQPEM1NPzTmOOVwxJ7P3WHBOCOqzvWOHAnvXqziD2Zr9y9WVjZzW6nukNta2JsfsaCN7RDGeXuR169znqsj0BERAREQEREBERAREQEREBERAREQYu8dPGDd+EHSmmdSWzREGoTf66ajeJqh0LITHGHDqAck5P5LG3bvxqdDXKtjpNztqrjaInkB1VbakVLWfEsfgkfIrKTj54eZ+I3hzvulLPA1+orORe7J06vqoWuzFn/bI3PZ83NPkvPdVUlTQ1UtLWQPimge6OSN7SHMe04IIPYghB6XdnN+Npt+tPfwl2u1nQ3ulYB7eOJ/LPTE/ZlidhzD37jHoSud1EFPUQ8kkbJB1wHN5h2+K8yu1W7u4GzGsaTXe3Gp6yzXajcC2SF/uzM845W9pGHsWuyFOhwPcammuLHR0kdZHBbNa2WNgu1ta7DXg9BURA9SwnpjuCceiDgvhi4pbZvTYfK27j3JjR2wC93+ZZmXm7WmwW2rvl7uNLQUVDC6oqaqplEUUMbRlz3vd0a0AZJKwu8PCeC3a24laeaRkcFLuNXSOc84axuXkkk9hgLCLxF+PC4786kqtqtt7xJBt9Z6nkmkheW/pidh/jHY+tECMtaeh6OPlgO6OKvxepqetrNG8M9JA9sLnRSamroOcPI86eJ3THo5/5LC7QfEFxD7pb8aHkvu7mrbpcK3U1tiiY65zNi5n1MYwImkMA69g3GF0A93O4uOOvos0fCo2Nqtz+Ja263rKQvsugW/peaQtPKarBbTsz2yHHn/vEE6jWhv1VcqAYVUBERAREQEREBERAREQEREFruvksI/Ep4LZuIvRkW4Ogrc2TXemIHNjiYAH3KkBLjB8XglxZ8SR5rN5WOYHdyeqDyyV1vrLfWT0VbSy089NI6GaKVha+N7ThzXA9QQR1B6hX2m63Gx3SkvFprJaStoZmVFPPE7lfFIw8zXAjzBAKnL4yPDd274lJ6vXGjZodJ67lbzT1cUWKa5OHb6Qwfb/ANsHX1yopt3eBbid2arp4dQ7W3a40MTjyXGzwOraeRufrZjBc35OAQd2VPHrHPu/buIkODdWx7V/wdliDejb0JJo/aD9kgtl/EBYRXi63K/3WsvV2rJKuur531NTPK4ufLK9xc9ziepJcST81ukW32vaq8w6dp9E36W61LDJDQstszqiRjcgubHy8xAx3A8lkVsr4bXFHu9WwyVWhqjSNpeQZK++sNPyt6dWxH9YTj4D5oMZ9N6bvmrL3Rac03aam53O4zNp6Wlpoy+WWRxwGtAU4vh6cCtHwy6ZfrfXEUNVuDfYA2owA5lrpzg/R4z5uPTnd54wOg6804TOBDaLhYo23W2wG/axmiEdTfq2Ie0jB+synb2iYfPHU+Z8lkrLNDTRmWaWOKMd3OcAB+KDVAwME5VVpU9TDVwtqKaaOWJ/Vr2ODmkfMLVQEREBERAREQEREBERAREQEREBERB19v8A6Sn1/shr7Q9ICai+abuNBCB5ySU7wwfnheaRrai13Fnt4nRzUswLmOGC1zXdR88gr1NOY14IcAQR5qFHxJOBrU+1mubxvXt/Yp63Q98qH1tcKSIv/Rc7zmTnaPqxucch3YZwcIJftntY0e4G1ukta0ErZILzZqSrDgc+86JpcPwdkfMLmLjgEqLXwtON3SFm0pDw87raip7TPRTOOna+umEcEsb3ZNMXk4a4OJ5cnrnA6qTS+ap09pqw1GqL/eqK32iliM89bU1DY4WRjrzF5OO35oIlPGzutPUbpbf2ljwZqWyVEjxnsHTnH9C5H4Jmh60XTcbcOaF7aX2FLaYXkYBfl0j8fEDlXQHEDVa88Q3i8ucOzNjq7pboDHa6Cp5SKeno4iWmplfjDGOcXOGepBGOql94XOH+wcNO0Np2yskjaianzUXGt5cGrq3/AMY/1xnoPgEHRvi3vI4Orl1+vfbcP+s9Ri+HhtJt/vfxK27QO5lhF4sdRbK6okpDNJFzSRsBYeaMh3Qn1Uj3jAaqsVLwtN04+7UguVdqGiMVL7ZvtXNY2Qudy5zgdOvxUfnhfansGkeMDTldqO70ltpamirqRk9VK2KP2j4iWNLnYAzjAz5oJOrt4WnBlcqOenp9t6qglkjcxlRT3eq54nEdHtDnluR36ghbz4e+02sdj9jq7bbWtpqKKptmqLoKZ03LmppfaNEc7cE+68NyPmslaaspq2IS0tRFNG/s+N4c09M9CF9HIP357ILkRWuOBlBjn4iT+Tgy3POcZtcQ/wDSYlDh4eTwzjK2xJ87o8fnBIpZPE515pexcIutbDW36hjuN5ZTUdJSmoZ7aV/t2OIazOTgMOeiiC4I9S2bSHFdttf7/cIKG3096Y2epneGRxB7HsBc49AMuHUoPRqDkZVV8lBcqG4wNqbfWQVULxzNkhkD2kHsQW5BC1paiKCMzSyMZG3q5znAAD5oIaPGpcDxB6Rb6aWb/WZV2v4R+yGzm5+yeqrzuLthpjU1dT6iNPFUXa1w1T44hTxkMaZGnAySfxXRPjB6y07qziUtVJp+7Ulw/Q2nYKWrfTTNlbHM6aV/syWkjmDS0keWVkh4LmstM0m1Gs9I1d9oKe7m/sq46OaoYyWSJ0DWh7WE5cMsOcIMzv8AUi8Lbeo4etvB/wDp2l/0FB34gWltM6J4v9xdLaOsFBZbPb6qjZS0FBA2GCEOoKdzgxjQAMuc5xwO5K9DFVW0tJTuqKupighYMukkeGtb8yegXno8QPUdk1dxkbm33Ttzp6+gluUEEdRBIHxvdDSQxP5XDoQHxuGR6IJgPDOB/wBRHtn/ALhX/wDrCoVPEscBwZ7gA+dPAP8Atmrj/hb6301deDvROn6W90MlztL7hS1VGKhnt4nGtme3mZnmGWvaR065Wh4ouv8ASFs4TtU6cqtSW1l1uslNBS0QqWGeQ+1a44jzzYAGScIIn+A/ReldwuKfQ2j9b2GjvNmr6uRlVQ1cfPFM0RuOHDz6gKaO9cA3CDd7dU287C6WpTPE6MT0tKYZYiQRzNc0ghwyCFCzwMa50ttvxTaF1hrW7w2uz0Vc76TVznDIQ6NwDnHyGSOqnQg4r+GiqZ7WDfnQxaRkE3uAY/Auyg4bwN7Kal4cNkZ9ttZfRopKPUVyqKN7Zw8Oo5ZQYXOPk4gdlkao6uKfii0zxHbsbd8KWxupY75S3bUNJWakutulzB7CF4k9gyQfW+qXOcOnQDzUiNPEyCCOCMYbG0Mb8gMINRERAREQEREBERAREQEREBERAREQWubzZ9FFX4l3h83Ssr7jxCbK2SSqM2arUtmpYyXh32quJg+sPN7R6EjzUp8tXTwFrZ54oy84aHPAJ+We/cK54Dxhw6EYQeV98bozh7SOuOoXY3D1vdqfh83csG6WlZ3MmtdS0VVOCQyrpHECaB48w9mR8DynuFLRxd+FdoDemtrNdbQ1dNo/VVSXTVNL7PFvrpD3cWt/ink9y3ofRRhbocEvE5tHXzUuptpL/U08bi1tdaqR9bTSD1D4gcA/tAIOz9W8XMOntB756c25u0sNZu3rWeqdURktfHaHNcXgHuDJzBh/Z5vVYfOwXYGFvNDozV11nkp7Xpa71csczoHx09DLI5sgPVhDWnDh6d1kbsV4cPE1vRW000+jKnSFle5rpLlfoXQYYfNkJHtHn8APigx+24231juxrO16B0HZKi63q7zNhpqeFue/d7j2axoyS49AB1XoK4O+F+x8LO0NBoijkiqb1VYrL5XRjAqast6gZ+w36rfh1818HCdwV7VcKdge3TFMblqauibHcr9VMHt5QO8cf8nHn7IPXuVkKBgYzn4oKoiICIiAiIgIiICIiAiIgIiIOKbqasr9C7b6o1na7eyuq7FaKu4w0z3FrZnxROeGkjqAeVRb6X8bHXkNyDdYbMWeooi7DhQV8jJmj4c4IP7lLNdrfR3e3VdpuEImpa2CSnnjd2fG9pa4H5glebjiY2TvXD9vVqnbK9QvDbbWvfQTEdKiikPPBKPXLC3PoQR5IJueHjxA+HriLlgstk1A6xaimAH6Gu/LFLI77sTs8knyBz8FkqCHDl8l5YqaeekqI6mmlkimjeHxyRuLXNcDkEEdQQfRSb8Bfid3e0Vlt2g4jL0+vt8jm0ts1LUv/XwZOGR1Tvtt8hIeo8ye6DI3fwGzeJLsJdSeVtzsNyt+c9yHOdj/AK6zacehPp8Vg/xv1cdp4keF3cKlkY6Fmpqi3+2YQWvZUNj5cEdCCASPmuN+KZxlXDaDTkex23N1fT6p1JSGa51cD8SW+gdloaCOrXyYcB5hoz5oLeM3xStNbR19ftvsZFRak1TSkwVl0kPtKChkHQtbj+Oe3t0PKD5lRWbp8RW929l1kuu5m5V8vRkJ5aaWqcyliBJPLHA3EbAMns1dcyve93OXEuJy4k9SfUrszht2Sv8AxB7v2HbGxwyEXGoa6smaMtp6VpzLI4+WG5x8SEE3HhqWK7WDgu27p7w6T2lXT1dfG1/dkM1VK+P8C1wcPmsn1tOk9NWvR+mbXpSywNht9oo4aGmjb0DYo2BrR+QW7oCIiAiIgIiICIiAiKhQVRWc3TPl6q4HJwgqioTjyTJ9EFUVpdjuEDkFy0ZqaCoifDPE2SORpa9jwC1wPcEHuFqcx9FUHKDF7cjw2uEPcy5y3qv2zbZK+dxfLNYap9CHuJyT7Nv6sHPo1bDa/C04WaSOGjuzNaX23wODo7fcdRzOphg5xyR8n7iswFRw6IOKbebU7cbTWFmmdtdF2nTlsYc+woKZsfO77z3fWe79pxJ+K5SY2+WR6YVecZwmT6FB0FqLgK4StXajuWrNTbOW+43W7VD6usqJ6yqJklecudgS4bkk9AAF8Unh3cF0jeU7B2Jo/YnqW/0SrIsEkqqDg+1Gy22mx+npNJ7W6YjsdplqHVT6dk8soMrgAXc0jnO8h0zhc4REBWuaHtLXdiqlULiPJBjrW+Hnwe3O5VV3umzNDW1dbM+onlqK+reXveSXHrL06k9BgLSk8OfgtkYWf2CLO3Pmyqqmn90qyPa7PTOVcg662d4fdpNgrfcLTtLpNlho7pMyoqoWVU0zXvaCAR7V7iOh8sLkuu9B6U3L0pcNEa2tQudlusfsayldK+MSsyDguYQ4dR5ELkCIMc4/Dv4MIxj+wLZHn1fUVLifxMqvi8PXg3pqmGso9jLPTT08jZY3xVVU0tc08wP8b6rIUyYz1HT49l1xrDiT2E0BO6l1ju/pO2VDPr08tziMzfmxpLh+SDeNzNoNvN49JnQ+5OnI71ZDLHMaSSWSNpcz6pyxzT09MrqZnh38F7Ghn9gOxOx5umqSf3yLeIeOPhKqH+zi360rzHph1S5v7y3C5nprf/ZHWBazTO7ukLlI7oI4LxTueT/N5s/uQcF0zwJcJ+jNS27V+ltnbbbbvaphUUlRBVVILJB2PKZC134grbpfDx4N6iqlrazZC2VM88jpZHzVlU8uc45cesvmST+KyHjmbKxskT2va8Za5rgQR8Crg4kZBCDHd3h38Fzuh2CsQz6T1I/96vgqPDX4KKg8x2NoI/8Ac7jWs/omWREGoLNVXSoslNd6KW40YDqijZUMdNEHDLS5gPMAQRjIW4g5GSg6R2m4K+GbY/VLda7ZbX0lovccT4Y6w1dRUPjY8YcG+1kcG5HTIGcLu4DAwFVEBERAREQEVrjjpnBXx3G7UFqiE9zr6ajic4Ma+eVrGlx7AE+ZQfcio05APqqoCIiAiIgIiICIiCM3xsLZfGaH211JQ1E8dBS3WspZvZyOaGzPjY6M9D3xG/HyWBOx3HVxKbC1sP8ABbcS4XK0McPaWa8zPrKN7c9Q1ryTGfiwt/EdFN7xgbB0XEjsJqXbSTlZcZoBXWec/wByr4ffh/Bxyx37LyvOpf7FddMXmt0/e6GWjuVunfS1VPK0tfFKwlrmkH0IKCe7g749dteKihbYixmn9bU0PtKmyzSAiZo+tJTuP12jzHcLKCd4FNJISAAwnOenQLy76S1ZqHQ+pLdq3Sl2qrXeLVUMqqOspnlkkUrTkEEfkQehBIII6KeLhq4wbXxA8Ll/3IrHw0+pNKWasF/pmdAyeKnc8SgfceBzD8R5IOJ+FbEK/aXXep3jJvOurnUh3qOf/wCazTnmipYnzTSMjiiaXvc8hrWtAyST2AA69VhZ4cd/01tRwJW7X+t7zTWm0/Sbhda2sqXcrWtMmPxJLcADqSQAsBeNzxFdc8RFfXaG0BWVmndvWOdH7CN5jqLq0H61QQc8h7iPOPXJQSC7+eKfw7bOz1Nj01Uz65vdOSx8VpcPo0bwcEOnPunr93K6D218YDcHcjeHSugaLZi0U9u1HfKO1c36RkfOxk8zY+cHl5SRzZx8FFGXHmyOnms1/Ck2MrNzuJG36+q6MusmgAbnLKW+66rILYGZ9QSX/wB4EE54ORlVVG9lVAREQEREBERAREQEREBERBQjPmsNfEV4LI+JjREWrdF08TNe6aif9DOAPp9MSXOpnH1zktJ7EkeazLVHAFB5aL3Zbrp661llvtvqKC4UEzqeppaiMxyQyNOC1zT1BBXwte7mzzHr36qfzi48P7afikik1E+Jum9bRxckV7pIh/rgD6rKlnQSgdg76w8j5KKrePw2+KbaatndFoWXVNrYTyV1iPtw5vkTEMPafhgoNOy8Xd1vezehdvdwK+orK/bLV9vvNhrn5fM63Nd+tpnO7nkB9wn7Pu+QXTm/26lz3s3k1ZujdZpHyX65S1ELXkn2VODywxj4Njaxv4LbKzaPdW3x1U1x221TSw0THS1Mk1oqI2Qsb3c9zmYaB6ld47B+HfxHb+Uls1DaNNw2bTVzjbNDeblM1sMkR+2xoJc/8kGPGk9Kag1tf6LS+lbRUXO63GZtPTUtOwukke44AAH/APYU7XAFwV2rhW0G676gbDWa+1HEx92qm4LaSPu2kiP3Qerj9p3wDcbxwj8CG1HCnbv0lbgb/rGqiDKy+1cY5mDzjp2domfm44GT0AHZG+XEps7w62Nt73S1ZT2x0zS6lom/rKqqAOP1cQ6kZ6Z6D4oO1B2VVg/sL4n+heILfe27PaX2+u1BSXRs/wBHudbOwEujYXj9U3OAcHzWb7TkBBVERAREQEREBERAWlUte6CRsbuV7mkNPocLVRBEFu1w4eKRpG/X7Ueldz9Y3W1y1tTVU8Nn1bOZGwF7nNaIS8Yw0gco9MBYp3LjG40NKXGqsl4353Coa+jlMNRTVlyl9rE8HBa4PyQQvRM8E+WVCD4wek7Zp3ikprpbqNlO6/WCmraksbgSSh74y4/Ehgyg6Q/1d3GF5cQ+s/8An3/yX0W7jX4z77cKa02zfzXdXWVcjYIKenrXOkle44DWhoySSeix/WQ/h7UkVbxm7VwTMa9ovLpcEZGWU8rwfzag5vftW+KLaaA3K837fKnpGjmdI2Wtw0ep5OoHzC6pfxg8WtuqnRzcQ25EVRE4h7Jb/VZa4dw5rnf0hejwNDmjmAOR2wsUeM/gM244l9L116stoorFr+igdJb7tTRBn0p4GRDUgdJGnGA4+804IOOiCLDQ3ia8ZWiKhjjuvLf6duM017o4aoHH7fKJP+ss9OFvxbdBbnXSj0dvbZ4NG3ire2GC5RSudbppCegcT1iyfXI+Kh21Jp68aTv9w01qCikpLla6mSkqoHjDo5WOLXNP4grbmnDgc+aD1QwTxzsbLE9r2PAc1wdkOBGQR8PNaruywG8JfiSum6+1Vw2q1ZcH1V50MYm0ksj8vlt78iMHPU8hBb8uVZ9IMC+PXYzjU3G1/a9T8N+u7ra7LR20U9TQ0Gopbe58/OSXcjXAOOMDJ6qPHdLdHxCNgLqyy7l7q7p6enmyYDU3yofDOB3McnOWux8CvQEsIvF40zQXjhLqL3PSNkqbHfaGeGXHvMbI50bxn0POPyQRWN46uMCJoY3iH1rgfeuBcfzIyn+ru4wv/wAQ+s/+ff8AyXRDvrHJz8Ub36oO+2cdHGNIMs4g9anHpWE/5FX/AFcfGX/+IDXH/O3f5lNVwW7f6NsvCztf9B0vbI31WmqKtmkNLGXyTTRiR7y4jJJc8ld3HTWniMHT9sx/vVn+ZB55HcdXGLH0fxDazafQ1pz/AEL4q3jX4t7iwtqeInXmD3EV5mj/AO4QvQTqXaDa3WFuntGp9t9M3SkqWFkkVXaoZAQenm3p+Cgw8Q7hjtnDPvk+1aSpZINJaig/Sloie4uFOC7EsAcepDHds9eUgeSCRjwj7xrjV2xWo9ca81dfNQVtz1FJBFUXW4S1TwyKJmQ0yOOAS89B6LOlYheFPaBa+DHS03JyuuNdcKx3xzUOZ/RGsvUBdOcTXE/tzwu6Hk1frmtdJVTBzLZa4CPpFdMB9VoPZo6ZcegC7Tvt6tunLNXagvFUymoLZTS1dTM8+7HFG0uc4/IArzq8XPElqHia3mvGu7lPLHaYpn0ljoXO92koWuIYMffd9Zx8y4oOacRviB8Q3Edcqi1yamq9N6ZlkLaew2WV0LHtPQCaRuHzk+jjy57NC7o4fPCN3N3Q0/Sav3Z1WNFU1wjbPBQfRvpFeYyMgyNJDYyR5E59fRdVeGNs/at2uKay/p6mbU27TFPJfJInjLXyxECIEefvkH8FPgxnL8MIIuNW+CTaxb5H6L3wqXVjW5ZHcrWBG52Og5mPJH5KP/iD4Y93uGLUzLDuVYnUsVSXGhuNK7npKxo845B5+rTghekkjIwul+LXYey8QmxupNB3CginuH0SSrtErmZfDWxtLonNPcZI5T8Cggk4ddwN2m7q6M0jpHcvVlpgud9oqV8FDeKiGNzHzNDgWMeARy58l6PYGGOBsbnFxa0NJJyTgd155uBbSk114xNurFVwlrqS++0mYRggwh5P72r0O9Ag8+nHlrO/UPG5uhetP32vttVT3llPHUUVS+GVhhp4o+j2kEfUXErPxpcWNlpm0Vt4htdMiYOVjZbxLNgeg5y4hfBxP19VrTik3KqqKN9TPc9YXCOnYwZdITUuYwDHfPQKY7gp4ENsdh9uLVddWaQtV715dadlTdLhcaRlQ6le8Z+jwB4Ija0EAkdXEE9uiCJIccfGY76u/wDrjH++j/oqx/HNxjRn9ZxB61b860j/ACL0Lw6Z07Azkp7BbYmjphlJGB/QsR/FM0zp2Hg81TcYbDbo6qCst5jmbSxh7M1DAcOAyOhQROHju4ws/wBsPrP/AJ9/8lX/AFdvGEeg4h9Z/wDPv/kuhz3PzV0GPbMyM+8EHfDeOfjGd1HEJrU//wBaf8yo7jq4xW9HcQutB860/wCZTzbRaI0bHtdpPk0lZm81loycUMWTmFpOfd6rlE+gNC1LeSp0VYZW+j7bC4fvag889bxvcXdfEYKjiK1yGO7+yu0kRP4sIK+rh6umv99uJfbnT2tdaag1C6t1DS+0dcrlNVFrGyBziPaOOOjSs+vFZ4OtA022B382z0hb7FdrFURx3yG20zIIqykkdyiV0bABzseW+9jJaTnsFiL4V+mxqHjN0lM5hdHaaWvuDvPHJTOa3/rPagnrjADQ1owAMAeivVB2VUBERAREQEREBEVkz2xRukd2YC4/IILj2OFGV4nHAXXaxfV8Quz9ldUXeOL2mo7VTM/WVbGD/wAqjaPrPDfrNHUgZGSucWfxftk269uujNbaRvtkpaC4zUDLrEWVEThHIWc7mtw5oOM9M4Wamhdw9Ebp6Zp9WaD1JQ3y01bf1dTSyB7c+bXebXDzBwUHmFljMLiyRjmuBwWuGCD6LuXh03+uOzFv3JsTamZtu13oy5WKRjCcNqpInCCTHboS5vyeVKPxf+FtojeqvrNwNoamj0jq2q5paykdH/4vr5MH3uUfxLye7mjB7keai13p4Sd+tgamni3I0JU0VNW1Qo6Oshe2eGqmOeVkbmnJJ9MZQci3v4l7nq3Znbzh70tVyU+k9IWuOStjjJaK24vLnvc/7zWF/KAfMErHh2M9MrmdFsxvBcq8Wqg2u1bPVF3J7FtmqOcH0I5On4rKHYXwqeIvdOrpq3XFuj0JY3kGSe5AOqiz9iAHOf5xCDGDaLaLXO9muLbt/t/Y5bndblIGhrR7kMefelkd2Yxo6kn/AOS9AnCZw1aZ4Xtpbft/ZXMqbhJirvNwDcGsqyPePryN+q0eg69ytThr4UNpuFvTP6A27tAdXVQH6QvFWA+srHgfadj3W+jG4A+J6rukIKoiICIiAiIgIiICIiAiIgIiIKEgd11LvfxSbIcPElBBuvrNlnqLmx8tHAIXySTNaQHOAaD0BI/NdsuBPZR6+MNsdcNc7RWTdax0T6iq0TUyMreRuXNop8Bzunk17WH4ZQZDaI4+eErX9XHb7LvJZ6eqkIDYa/mpeYn4yAN/eu+6OuoblTR1tvqYaimmaHxzQvD2SNPYtcOhHyXllJc04DsY9PVd28PnGRvvw3XeGp0DrOrltXODU2O4SGegnbnqPZu/i3H7zMOHqg9A27OkINcbYat0i+na83mzVlGAGjJc+Fwb+8hY6eFrrF+o+Eiy6fq381Zou63HT9QD9ZvJO6WMEfCOZg/vVunCHx97W8U1HFZjy6c1rFHmeyVMwPtsd307/tt88dHDzC6w4Ka+l2Y4lOJjZG7VApbdb7v/AAvouf3RHSyAvc4D09nJD1/ZQdx8bnGFp3hR27FyhEFfq68tfFY7a89HOGMzSAdfZsJGfU9PVQMblboa53c1hcNdbg6jrLxeLjK6WWeokJ5QT0YxvZjB2DW4AHRc/wCL7iBvXEfvvqPcKuqpf0b7d1DZqUu92loIiWxtA8i7q93q55XS3KXEuHUDugzR8JTQ9Zqri0t9+jY76Lpi11dwneB0Bc32bAT8XPCnUaFg54UfDXUbO7Hy7jaloXQaj3BdHWezkZh9NbmZ+jsPmC/LpD8HMHks40FUREBERAREQEREBERBQqG3xrqZse+eiKkDrNpgg/hUy/51Mkeyh38bVhG8e37yPraak/rUiCOBZL+G1CJuNra8H7NdVv8Ayoag/wCRY0LJ/wAM1nPxu7aDHaouDvyt9Sg9BA7KjgD5Kre2UPQFBBT4se3VFofisrrvboWxQaqt1PdXNa0Ae16xvIx6lmVhcpFvGqqKSTfDRUDCPbRabd7X16zv5cqOlBnh4N17qaHiouFnid+ouelqz2rfUxywuaf3u/NTbjsogPBY2wr67c7WO7dRSubQWi1CzU8pb7rp55GPeAfUNib/AISl/QVWI/ioRCTgq1q/+RqrZIP+exD/ACrLhYo+KGzn4JtwOmcOtp/9PgQQCnv0Vw7K091cOyD0kcIn9q5tP/xQtf8AVmLt5dQcIhH+pc2n/wCKFr/q7F2+goeyja8anRUFftZofXbIgJ7VdpaGR2Ovs5o8huf5zFJK4hrS49gMrYdXaJ0Xr62Cya60radQUDJWzCludHHUwiRvZ/I8EZGT1wg6U8PO3fovgz2tpywNdJaHVB6Yz7Solfn/AKwWRS+Kz2i12K3U9osltpbfQUkYip6WlibFDCwdmsY0ANHwC+1Biz4lmuKrQvCBrSehm9lPeGwWdjx3DZpAH4+bQ4fivP67oSpzPF4paifhHnmhDiyC/UD5MdsZeOvwyoMz3QZ2eD3qqgsfFBU2WslZHJfLDUU8BJAzIwtfyj4kAqbsEFeYLa3cbUO0m4Fi3H0pU+xulgrI6yDP1X8p6sdj7Lm5afgSvQ9wz8S+33E1t1R640ZXsbUhjGXS2PeDPb6nHvRvH3c55XdiOyDuBWSYA5j2Cq17XjLSquGRhBDnw57ajR3i0aj0vBTllLabzeK6ABvRsUrHSxfhyygKYC6V8NstdXc5XD2dJBJO458mNJP9C02WG0RXF93itNGyvkHK+qbA0TOGAOr8cx6ADv5Kl+stLqKyXCwV/tBS3Ollo5vZv5X+zkYWu5XeRwTgoIO+AHaj+z9xpSajutL9Itmn6+r1LXcwyxzxMfZA/ORzfyU6jRhY+8LfBZttwnVWqarQd0u1xfqiaF0slzex8kEUfMWxNcxoyMvJJIycD0WQaCqxE8VH+0v1f/vu3/1hiy7WInio/wBpfq//AH3b/wCsMQQJK+H+OZ/OCsV8P8cz+cEHp52l/wBi7SX/AAJRf4lq5YuJ7S/7F2kv+BKL/EtXLEHXPERoun3D2P1zoyphbI26WKrhAIz7/s3Fv4ggFRP+DVp+SXih1JXTsw+zaUqgQR9V76qnj/zqZ+rpmVdPLTSNBbNGY3fEEEH+lYz8LXApo/hZ3A1ZuBp/WVzvNTqqE07oKmnZEyljM/tiGlpy7rgdfRBk+ioAAMBVQEREBERAREQFpzMbJG6N3Z7S0/itRWuBOUHmm4k9F1m3m/evdIV0TmPob9WcvMMExvlL2H8WuC5Bwv8AFbuXwta2i1Lou4yT2ypext2s1Q8upa6EHqC37EgGeWRuCDjuMhZh+MZw6VVm1baeInT9AXW29MZa72+NvSGrYP1MjvTnaOXPq34hRpY+RQemLY7efRm/e3Nq3L0RWie33GL34nO/WUsw+vFIPJzT0+PdYs8cUf8AZJ4rOGnZKP8AWwnUDtS18QPeGnLZDn4csMg/FYbeEtxH1e3O9Y2avVwcNPa9zDTNkd7kFzY0mIjPb2gBjPqSxZmaHd/ZW8UDWOpgRJb9rNKx2iJ3cMqqjHNg+R5TJ+aDN8RRNPM2JjSfMNH9K+C/6m03pS2S3fU19t9ooYRmSprahkETfm5xAWDfGN4pGi9k6qu0Fs9T0eq9YQc0M9VI4ut9vkHkS05leD3aCBnuVEpu7xAbv753+bUO5+vLpfJ5XlzIJZiympwfsxQtwyMD0aEE6WovEQ4PtM17rdW7z2yplYeVxoopZ2j++a3B/AldvbVbv7db26WbrPbHUtPe7Q6V0BqIWuHLK0AuYQ4AgjIXmRhjlnkZFExz3yODWtAJLiTgYA6nqvQ1wG7JV2w/DPpTSN5pvYXitjddrnEW4MdRUYdyH4tbyNPxBQZEoiICIiAiIgIiICIiAiIgIiIC23UFgtOp7LXaevtBBXW65QPpqqmnbzRzRPbhzXD0IW5KhGUEB3HRwMar4YdW1N+09R1Vz2+uc7nW6vDS51FzHpTznyLezXH6wx5rEotc09RjC9SOpdMWDV1jq9N6os9JdrVXxGGpo6uISRSsIwQ5p7qNHiT8HK3XStrNUcN+omW32znSu07dpC6FhPXlgn7tb6NfnH3vJBFfp7Ul80teaO/6cutVbblb5m1FLV08hZJDI05DmkeayU1rxrXrVuqjurNRuptYag0JPo3U7qf3IqyUZZFWNA7F0RYHN7BzDjoRjiWt+Bfis0BWOpLxsvf6gNOBPb4fpUTviHRk5XFLlwzb+2bTlx1ffNpdS26zWiL21ZWVdE+KOGPIGTzYPchB1icyO+KzZ8Obgcu+/wDrOl3L17a5qfb2w1LZSZWEC7TsORCzP1mAgc7h08vVdu8H3hO0Gsbdp7drenVtLX6culLT3ShstolJ+lxSND2CebpytwerWdfLIUqdvtultv8ATEVBbKSgsVhstJhkUbRDBSwMHp2aAAg3amigo6eOngibFFE0MYxowGtAwAAPJfNT6gsdZcJ7RSXiinr6VofPSx1DHTRNJwC9gOWjPmQoiON3xR9V6vudw2y4dbxPY9PU73U1ZqCE8tXcSOjhA7vFF+0Ped6gLi/hBar1HPxWXKnq7nV1TLxp6s+mumlMheWOY9rnF2cnmHf4oJr0VFVAREQEREBERAREQUPZQ9+Nx/sv7ef8W5f61IphHDIIUO/jak/2ZNAAnoNNSf1qRBHAso/DI/t3ttv91uP/AKuqVi4uY7Rbja82m3BtG4G2Va+k1LapHuoZmUzaggvjcx49m5rg4Fjnjt5oPTq1w5QR6L5Lnd7baLfU3O6VkVJSUcTpqieZwayKNoyXOJ6AAKDyo8TLj/pYDLUXxsDAMmSTSFM0D8TFhdK7t8ZXE5vdb5bJuNuzdq61S9ZbdTtjo6aT+fHA1gfj9rKDkHHvvzQ8Q3Edf9XWCf21ht4ZarXIB0lghyDIPg53MflhcH4f+GvdXiP1hDpTbnT8tSznaKy4yNLaSiYe75ZO3bPujqfILim2+qNJaS1bR33W2gKXWlqp8mWz1NfPRxzHyJkgIf09Ox8wpaOF/wATrhLhtNDoCo2/btLCA2OOKnhY+3h3TqZYwHd+5e3J8ygzA4bdgtKcN+1Vq2y0q0SCkb7WtrS3D62qd1kldj1PQDyAAXaq2yw6hsmpbXTXzT11pbjb6xglgqqWUSxSNPYhwOCtyBygqsVfE9JHBLuGR6W7+vwLKpYq+J9/aSbh/K3f1+BBACqggBU9EAz5oPSPwfEnhY2oLh20jbP8Q1dwqJ7Y7xd9vdq9oNHbbXbajUFbV6Zs9NbJamnqoRHKYmBvMA4g9cZXOneNttSB7uzmqSf99U/+kgkkectIx3UUl43w13rjxZ6DRmnteX6LTFrvbbTNbYLlM2kkNPSO9sHRNdyn9aHA5Hktw1542NuqtNV9Nt1s/XUt6mhdHR1V0rI3QwSEYEhYwEv5e/LkZx3WL3hsVlZqfjk0le71VyVldVTXGvqZ5Tl8sz4JXOeT5kucT+KCexnNk8wGenbzV6tGc9QrkHQ3HDthVbucL+u9I26nfNcGW51xoo2dS+anPtQ0epIa4AepXnRexzCQ4YIOCvVJJGJBg9lBX4lHB7W7Abp1uvtJ2138BdXVUlXTOjYSy31TyXSUzvJreYlzPLlOPsoMLl2JshvxuXw963pddbaahlt9ZDhs8Dsvp6uLPWKaPs9p/MdwQV12ehwq83wQT7cH/iC7XcTlDTWG4SQ6X1u1gE9nqZRyVDx3dTSH67T35T7w+KyvD2k4B88Lyx2653C1VsFwtddPR1VO8SQzwSFkkbwchzXNwQc+YUn3BR4rNdSyW7bHiZrvpMBLaeh1Vy4lYOwbWAdHgfyoAP3s90Er+QU818ttuFFdKOC5W+rhqqWqibNBPC8PjkY4Za5rh0IIwcr60BERAWInio/2l+r/APfdv/rDFl2sRPFSwODDV2fOrt/9YYggSV0P8az+cFTl+KrD/Gs+YQennaU//RdpL/gSi/xLFy1cS2kwdrtIkdQbJRY//YsXLUBERAREQEREBERAREQU7L4oL3Z6quqLZS3Olmq6QAz08czXSRZ7czQct/EL7HHrheeHiX3Z3I03xe7h6x01q+72a8UmpKhkNTR1b4nxtjdytGQe2Gjp2QT6bmbcaT3c0Hedu9bW1lfZr7SPpamIjqAfqvafsua4BzXDqC0FefPiu4W9bcLu41TpDUFLLUWqdzpbPdgwiOtp89DnsHgdHN8j8FJRwEeJXDvHWUO0W99TSUOr5sQ267hojgurgOjHjsyY+WOjvLB6LM3eTZDbXf3RVXoLc7TkN2ttQOZjj7k1LLjpLDIPeY8eo6HsQQSCHm10XqSu0Xq6y6vt0jmVdjuNNcYHNOCJIZGyNwfm1ZEV/GpqezaR3Jh0HU1Nq1Lu3qGouF8ukby2eltuT7Kkgf3aXBxDnDqB0Hdct4zvDk1Jwu2t2vrRrShvmkqu4RUFG2f9VXiWXm5IzGPdkIDT7zfTsF0LduFfiOs9WKG4bK6uZKcEBlrkkBB6jq0Eefqg6sllMri5xJLiSckn+lUawuGWrJLbbw8eLDcurihodq6+z00jgHVl4IpImA+Z5vePyAUi3Cn4T22m0tZR613mq4NcajpnNmgoDHi10kg6hxYes7ge3P7v7OeqDoLwzeAa5ahv9p4gt4rC+ns1rkbV6ftdXGQ6tqAcsqJGH+5sOC0H6xx5DrLw0dOhVkNNFBEyGFjY2MaGtawcoaAOgAHYLVAwgqiIgIiICIiAiIgIiICIiAiIgIiIPhud7tNkpX115ulHQUzOjpqmdsTG/NziAFx6g3b2tus/0S27k6Yqp88vs4btTvdn5Byw28XjaLVOt9kLZr7S09Y86NrHT3Clhe7ElJKA1zy0d+VwafgMqFiOqq6Z/PFUyxv78zHkH80HqYY9kjRKx4cxwBBByCFxvc3RNBuTt5qPQVyDHU9/tlRQv5uzTIwhrvwOD+C89G0nF9xHbJ1sM+gd1bzT00TgXW+rm+lUcgH2XQy5bj4jB+Kkv4X/ABcdCbiVFJpDfi00uj71KWxx3Wmc51tqHfthxLoCT6lzfiOyDsfwv9e3G5bF3XZvUr3Nv+01+q9O1ET/AK7af2jnwk/AEyMHwjC6i8Xfimq9Gadt/Dvo26Op7pqGnFdfpIn+9FQlxEcJPcGRzST+y39pcxoamk4e/Eh/SFDVQ/wM4hLIyqilieDT/pSIAOLXDoS4tD8/7eVFbxb7mVu7fEfr/XNVUOkjrLzPDSgk4ZTQn2MLR8AyNv45+KDqRzy5xz6nyUlngp7b1Vfr/Xe6s9OfolptsNmgkI6OqJ5BI4A+rWRDP88eqjattvq7rWQW+gppKmqqpWQwxRjL3vccAAeZJwF6HOBrh+Zw58OundEVlOwXusa67XqQDq6snwSwnzDGBkY+DPUlBkEitLsdsKoQVREQEREBERAREQUPZQ7+Nr/sy6A/4tSf1qRTEHsod/G1/wBmTQH/ABak/rUiCOBZP+GdBBU8bW28FTBHNG6W4kse3mBIt9SR0+BwfmFjAsovDI/t3ttv91uP/q6pQT7vsdmniMc1qpHtcMOa6BhBHyIWPHERwB8OvEBZ6qOv0VSad1C5h+i32yxNp6iOTHT2jWjkmbnuHAnHYhZKt+qPkqOAI6hB5reI3h61tw1bk1+3etoOd8X62irY24hrack8krD8cdR5HIXVrXkdMBTb+LxstRa74cxufRULDedBVkU7pWt951DO8RSsJ9A58b/hyn1KhGQZW8D/ABya14X9bUtsvNdVXXb65ztjutqfIXmmDjj6TTgn3Xt7kDo4AjGcET06evtr1NZqHUNjrY6u3XOmjq6SeN2WyxSNDmuHzBC8tTT1Ge3mp0fCY3KrddcLNPY7lVOnqdJXKa1tc52SIDh8bfkA4gIM1lir4n39pJuH8rd/X4FlUsVPFAe1vBLuFzHGTbR/6fAggC9FVoBPVUKIJDtofCE1RuttfpfcqPeO121mpbXBc2UrrbJI6FkrA5rS4OGSAQuVP8EPWg6s31sp/nWqUf8AtKQ3g868LG1BP/mlbf8AENXcWAUELO6Pg673aH0rXam0prWxarloIXVD7fTRSw1ErGjJ9nzDlLseWV1l4YPNS8ami4Xscx5bXxOa4YIIp5Mgj8FPi4DGMdFD7t3tNedq/FskorXpquhsU2oa6vppoqV/0dkFVSySgB2MBrXSFvfyQTBtIKuVrfRXIC4tuTtto3djR1z0Fr2yQXWy3aEw1EEo9R0e092vacEOHUELlGR6pgZzjuggK40eAHX/AAuXio1BZ21WodA1Mx+h3VkeZKQHqIqkNHuuHbnADXYz0zgYn8nTPVepe92Oz6itdVZL7bKa4W+tjdDUU1TGJI5WOGC1zT0IIUUfGx4VNRY/0judw0001TbSXVFbpXJfJTebnUrjkvZ/tZyR5E9kEYSuY8h/MMZWrWUdRQzy0lXTvhnge6OWORpa5jgcFpB6gg+S0ASOoQSN+F7xyXXQeo6Hh73QvT6nTF3mENhqqmTJtlS49IQ4/wByeT0Hk49MZIUxUbw9uWnI9V5X6WqqaKpiq6Sd8M8LxJHJG7lcxwOQQR2IIzlej7g93Yl3t4btCbjVc3tK64WxsFwOck1dO50ExPzfET+KDuVERAWIPirEf6jLVf8Av23/ANYasvlh94rTuXgz1QB9qut4/wDSGoIGSfJVj/jG/NW5yqsOHtIHmg9O+zwxtRo4Zz/4jov8S1cwXDNmXuk2l0a9w6mxUJ/7Fi5mgIiICIiAiIgIiICIqIKEDuvP94lO3NRt7xdayDqcx0t/kjvVM4Do5srBnH98HL0BZHqo8/F74cK3cHbG273aWoHT3TQ/PHdGRty6S2SHrJgd/ZPwT+y9x8kENlFX1lvq4a+hqJKepp5GyxSxuLXRvachwI7EHBz8FP8A+HxxMv4k9iaK43yqZJqjTjm2u8+Rle1o5J8fttwT8QV5+MH0WeHhA7qv0XxGXHRdbW+yteq7FVOka9+GNnpGGoa/r/tbJvwQZk8XEY374zdkuG6E+3tOm6h+tNRxjq0xQkOYx/wIYG/8qs6cNaM9vmeywB4PNYaY1Br/AHu44tyL3R2ixXO5Gw2aurpBHHHbqc92E9y4hnQZJwuq+JPxi6wzVml+GvTtO1jS6P8AhJd4i8nHTmgpz0+TpM/zUEp1TV0lDCamtqooIWD3pJZA1o+ZK463dXbD6UKFu4+mTUE4EX6Wp+cn5c+V5x9x+Ibe3dmukr9wt0NRXt8ruYsnrXNhb8GxMwxo+DQAuFUb7jV1kUVO+olqZXBkYYXOe55OAAO5J8seeEHqTiqYp42ywyskY4Za5h5g4fAha3zXRHBVtVqPZvhv0dozV1XUz3sUpra9s8he6CWY8/sskn6gLW47ZBXeyCqIiAiIgIiICIiAiIgIiICIiAiIg+K7Wq33y3VVoutFDWUVbE6Cop5mBzJY3DDmuB6EEHGFCTx5eHZqjYa/XHcfa63VN428rZXVHs42ufPZi45MUmOrogc8r/To7qMmcNaFXR01bSy0lXAyaGZpZJHI0Oa9p7gg9CPgg8sMjS3PdWtODlTi8RfhSbD7w1dXqTQM023uoKhzpZDQQiW3zyHuXUxI5CT5xlvxBWEetPB74pbBVSt0zUaY1JStcfZy01f7Bzm+WWShuD8Mn5oMardxFbi0mibJoypusldDpO7R3nTdTUPc6a0zD+MjidnPsn9CWHpkAjzXWlfWT3OvnrqjrNUyOlefVziSf3krMzSnhH8XF8r44LzaLBYaYuw+pq7ox4YPM8sfM4/ku4+BvhD2m0jxR672b39sTL9rPRYguOnjNI4W+tpSMmdsJAMjhzMcOYkD3umQg1fC/wCA66Vd4ouI/d6zOpbdR/rdM2yqZh9TL5Vb2kdGN+wD3PXsOsnO6O6WidmtFV+v9f3uC12e2x80ksjvee7rhjB3c8noGhcniZBQ0wjjbFDBAzAaBytY0Dt8AB/QoKPEj4uLnxCbvVWj9N3AjQmjZ30dvhYSG1tS0lstU/1y4FrPRoz3cUHeF58X/X2qd8tO0Wi9OW+ybei7w09XFUxCeur6d7wxznvJ5Yeh5g1gBHm4qWulnZUwR1ETg6OVjXtPqCMj92F5ctLQS1WprVTQA+0mrqeNmO/MZGgL0/6ajfDp+1wv+tHRQNd65DAD/Qg3RERAREQEREBERBRQ6eNm/O9Wg2Z7aZf/AFqRTFnGOqhq8a2UO330VED9TS+fzqZUEdqyh8Mp3Lxvban1muI//d1SsXlk14a0vseNvbFxOM1laz86GoH+VB6DGfVA9FcqDt3yqoOm+MW2wXXhW3ZoalrXRu0jc5PeGcOZA54PzBaD+C83a9FHHvqeHSXCBupdJpRH7fT8tujOepkqXNgaB+Mq866ACQQR38lMX4KVNUM2b1zVOJ9jLqCNrPmIG5UOre4U+HhfbWVW2XChYJbnTuhrtUTS3yRrhhwjlIEWf7xoP4oMt1id4pDyzgl16B3fLbGj/n8CyxWIniqTCLgr1i095ay2MH/PIz/kQQJHvnCI4EHB8kQekXg7/tWNqP8Ailbf8Q1dxrpzg76cLG1Gf/NK2/4hq7jQUIyF84oaX2pndTxe17c/IObHpnuvpVHfVPTPwQcf11rvTG2uk7lrjWl0ittktEJnrKqTPLGzIGenU9SBgeq+Tbrc3Qu7WmIdY7danor7aKgljaqkk5mh4AJafMOGR0PbKwE8YzfyKxaCsmw9mrQ2u1FMLjdGMPVtHET7Nrvg5/X5NXfPhi6Hforg20WZ4uSo1D9JvcnTrieU+zJ+cbIz+KDerrxwbf2nitpeFGpsN0be5wxrrnIWMpGzPgE8cbRnmdlpAzjGVkk0/NQq+J1c7xtHx4Wnc+wkxVkVBab3TuHTmkgc5hB+BEQB+BUwe1+4Fh3U2909uNpmoEts1Dboa+nOcloe0EsP7TTlp+LSg5SrXAY7K5EEb/ibcB9m1pp25cQW09mjo9S2qI1OoKGljDWXKnA96cNA/jmjqSPrN79RlQ8yNDTgdceeML1P1dLTVdLNSVUTZYZ2OjkY4ZDmkYII+IXmm4kdD0u2u/u4WgqBobSWPUdfSUzR05YRM72Y/BvKg64aSHAhTm+EFV1FTweUkMxJZS6kucUQJ6BhMb+n98935qDJhw4EjK9A/hraAqdveDjQVFXQmKrvMVRfJmkYOKmd74/+y9kgygREQFhr4sshZwb38ffudvb/ANuFmUsKPFzm9lwf3No/ul6tzP8AtcoIMCBjsrW9CD6Ie6DPkg9N+x7ufZ7RLj9qwUJ/7Bi5yuA7ByibZTQkg7O07QH/ALBq58gIiICIiAiIgIiIC4DvtuVT7PbP6x3PqGCQabtFRXMjd2klaw+zZ+Ly0fiufLHTxDaSpruDHdWnpGkyCzMmOO/Iyphe/wD6rXIMNuFfxfLlcr3TaP4mLZRMp6yYRwaktsXshAXHo2ogHTl6/XZjHm3zEnZ/QGstPuANJdbNdqUg4xJBU08jDn1DmuacfivLj1a5SreEXxbVdfPLwy67urpCI31mlppn5PK0ZlpMn0GXtHoHj0QYw8fHBPfuGTXNTqPTlvmqdvL3UOkttWxpcKJ7iT9FlP2SCcNJ+sMeYWMmjdZag0HejftNVhpK80dXQiYd2R1MD4JcehMcrwD5E5Xpv1XpLTeuLDW6W1dZqO72m4ROiqaKriEkcrT6gqGnWHATp/fHia3H224Wp47NYND0rHVU12qXz0zri9wzSxPDS5o+tjPNjkIJ6oMS9d70at1jo/Tm3QqXW/Sml6YQ0Vqp3kROmPWWok+/I9xJyewwB0C69yT2yswLl4U3GTQ1xo4dC2ytYDgTwXeD2Z/NwP7lz7bvwbuIjUNVG7XuptN6TozgykSmtqA39lkeGk/N4QYD0tNPVzx08EL5ZpXhkcbGlznuJwAAOpJPkpV/Di8Oy42K723fvfWzewqqQCp0/YapnvxyfZqp2ns5vdjD2PU9gspeGvw7+H/hxfDe7faZtTaqjaM3u8Ma98bvWCIDkh+YBd+0so2NwMEDPyQUjaAwDv8ANXoiAiIgIiICIiAiIgo3sqq0FXICIiAiIgIiICoSAMlVVkrcsdknqEG23rVWmdOMEmoNQW22NcMg1lUyEH5cxC2237m7cXeX6Pa9eadq5e3JDc4Xu/IOUB/HboDd3a/iD1JYNxdS3u8U9ZVSV1nuFbVSSCroZHExEE9MtB5HAdi0/BY8U9wrqR/taauqYHeRjkLT+YQeppr45GhzCCD1BHULB7xAdOXXafXG3fGjo2kc6s0PXMtmpGQj3qm0yv7ux35C546/yg9FFLtdxk8SeztTDLojdm9x08WM0VbMauleAfqmKXmbj5YKz72n8UbbHiB0fcNmOKjStPp3+ENI+2zXihLn2+X2jeUPfG7L4HA9QQXNyB27IMtOLjfe36O4PdTbs6TuLJW3iyRstFQyTIe6saGscCPMBxK89b5HSvdJI8ue8lziT1JPcrNfeTda96a4UNS8IOrbvFV12g9V0ktirI5Q9lxsUpfJC6Nw6Pa1xa4H7sjR9krCUg90HefBLtjU7s8Tug9Kx05kp47pHcKw8uQ2CD9Y4n/BH5r0YsaGtAb0A6AY7D0Ua/g98NNVpTSt34htWW50NbqSMW6wRyt95lC080s//KPwB8IyexWdG9e+W3ewOhKzX+5F7ZQW+nHJFG33pqqXyiiZ9px9PxKDsLI75VVh9wX+IJYOLbXOq9FfwRfpuqtMQr7QySpEzq6i5uR7n9AGSNdyEtGRh569CswMoKoiICIiAqKq45uNq+Lb/QeoNcT0L6yOw22ouLqdj+V0oijL+QHBwTjGcIOROcAOpwoSfGQ1BSXfigt9qppWvfZtOUtPOGuzyve+STB9Dh4XNtxfGp3Pu1JNRbbbRWLTz5Glrau51clwkj+IY1sTc/PmHzUfm4Wv9WbpauuWutcXiW53u7TGeqqZMAucfIAYAAGAABgAIONruzgr11aNteKfbbWd/mbDbqG9xx1MrugiZMx0JeT5Ae1yfgF0mr4ZDE7mBOR2+HxQep+nmilgZNHI1zHtDmuachwPYj4LULgDgqDrhu8VnejZGzUmjdaWWm17pyhY2KlbV1Lqevpox0DG1ADg9o9HsJ6dCF2rud41Wq71YpbXtNs/TWK5VDCwXK7XH6aYCRjLImMYC4eRc4j4FBzjxk+IO2QaRsnDxYLhHJX3GrZeL22N2TFBED7CJ2Oxc88+D9xqiSAPMO/dds0W23EZxH6vqtQUWjtU6tvV4n9rUVppHu9o9xzkvIDQPQDAA7LN3hn8HjU12raXU3EnfWWq2Rlso0/a5Q+qqD5NmnwWxN9Q3mcR5t7oMeOAzgy1FxObj0dyvdDUUugLJUMqLxWhvKKoMOfokTj0Ln45SR9VpJ7qe620FHa6KC22+mjpqWliZDBDG3lZHG0ANa0DsAAAFs+hdBaR2303RaQ0Pp+js1noGCOCkpYwxjB/ST6kkk+q3yrkENNLMQSI2OccH0GUGrkeqwo8XS9Udu4Q622zVDGzXa+0EEDC7BeWudI7HrgMWOevvGr1lBXVlt0JsVaqR1PK+GOe73SWp6tdjJjjZH6ZxzLCviI4q99eKe5UtZuZc2y0tAXGitlupDDSU5cOpazJJcR0y5xKDpB4PN1GM9VUdl9wsN7k95tnrXfFtO//ADIbFe2jLrPXAfGnf/mQehngU1jYdY8KG2lTYq+KoFusNNbapjHAuhngaI3scPI5bn5Fd+83nheYvS+u90NBBzdJap1FYQ48zhRVM0AJ8jhpHX4rm9Dxi8VlqAFHv3rhmPvXWU/0koPR7zfBcA3u3u0FsLoG5bgbgXaOkoaCJzo4Q4e2qpce7FE37Tien9KgPPHNxeFvI/iE1kQe4/SLl1trjdXcncypZWa+1xe9QzxklrrjWvn5fkHEgfgg5Zu9ubrjiu34q9X3dhN31bdIqKgomEuZSRvkEcFPH8GgtHxOSepXos2+0lQaC0Pp7Q9rjayk0/a6W2QhowOSGJrAfx5VBr4Y+ylw3T4n9PX+ot0ktj0c83qrmMZMftWD9Swntn2ha7Hf3VPU38UESXjaaTdBrLbrWzI8NqqCrt0jvVzHte0H8HOVvhO8Y9u0k+Thw3HvDKe3105qNN1VQ/DIZnn9ZTFx6APPvN/ayPNZQeKfsLqvezYWiqdCWCa8XzTFzbXMpadnNNJA5hbJyjzx0OAoPbha77pW5mku1vrrXcKWTJimjdDLE5p9HAEEEd0HqRa5paDnuFUkDqSoY+GTxc9fbZ2mk0Xvfp+fW1no2NhprpBM2O5wxtGA1/MOScAAYJ5XerisxbX4uXB/X0RnrLxqS3yhvMaeeyyufn0zHzN/egzTnnhggfPNK2OONpe97jgNaOpJ9Bhea3ii1rQ7kcRe4+uLUQ6iu+pK6elcOvND7VzYz+LQCs2+MLxXoNydJV+2fD/Z7nbKG6xOp7jfbgGxTvgcMOjgiGeTmHQvcc47BYkcPnB7vfxJ36npdD6VmgtT5B9JvVfG+OjgZnq7nIHOf2W5JQfDwl8PN94k957JoC200v6O9syqvNS0Hlp6JjgZCT5Fw90fEhejGx2igsFporJaqdsFFb6eOlp42jAZExoa1oHkAAAumuFLhN284VtAx6Y0lH9Ou9YGy3m9TsAnr5vl9iMdmsB6Dvkkk95tBHdBcqZA81VbZqO7x6fsdxv00bpWW2jmq3xsHvPbGwuIHxOEG5ZCwD8ZXU9Ja+GuzadknaKi96kgEUeermQxve4/IHl/MLqXWfjbVrXT0ehNg4mTRF0bKi7Xpz25BxkxRRNP4c6wV4jOKHePip1JTah3NrYpGW5ro7fbqGmMVJRsccuDG5JJOBlziXHA6oOmT3RuM9c/gvp/R1wI6UNQf+Sd/mVv0CujOXUc7cesZCD0lcK97o7/AMOW292op2zRT6aocOacjIiaHD8CCF2oHBQG8MHiM748L+nYtD2+323VGloXufDbbq2Rj6XmOXCGZhBY0nrykOGc4Cku4JfEIo+L/U930ZJthUaXuFltYuUs7LkKunlHtWxlozGxzT7wIznsfRBmL3VVa0gjorkBERAREQFTOFVWvOAPmgrzA+fdcT3X0ZTbi7aar0JVgGHUFnq7c4EZx7WJzQfwJCxF3N8UvbXaniUr9l9SaVqp9O2t0dHWahpKjmdT1h6vBhI96NuQCQcggkArM7TWprDrKwUOptM3anuNruULZ6WqgeHMlYRkOBCDzCajsVx0vf7lpy7wGGttdVLR1DCMFskbi0j8wt32t15ddsdxdN7gWKodDX6fulPcIXA4yY3glp+DhlpHoSsxPFg4bqva3eg7s2S3ObpvXf62SSOP9XBcWj9ZGfQuADx69fQrBENPfCD0YcRfEnYtoOGW473wSRvmr7TE6wwF3WpraqMfR2fEAu5nY+y1y414fuyddtBsNQ3PVLZJNXa3ldqK+zyj9a6Wf3mNcfUNI6eRJWDdi3J0rxAXjZ3SO5GqKK37T7Haaor7quqqZuWGsuIYPY0g++88rGcoyeUS+q3niM8Y68SPn0zw16WhoKaMmIahu8XtJHtHYwU31WD0Ly7p9kIJYaiqpqOJ09VNHDG36z5HhrR8yVx6fc/bemn+i1OvtOxTZxyOukAdn5cy85W4vEpvrutVSVmvN1dSXUyHJilrnthHwbGzlY0fAALruS4Vsz+eSsnc7OcmQk/nlB6lqG6W66QCptlfT1cJ6CSCVsjT+LSQvpBBGQod/CA0Xu7qLdSv1yNTXul0NYqWWGrpzUyGmuFXI3lZEWE4dyAl5xggtb1Uw0fRvXugvREQEREBERAREQEREFg7q9WK4dUFUREBERAREQFRwyCFVEHR/FPwq7f8U+gZNKaxhFLc6UOktN4hYDNQzY7j7zD2czPUfFQc8RvB5vXw1X2ag1xpqSe0+0Ipb5QsdJRVDM9DzAe4f2XYI/evRqQD3XwXew2e/wBvltV7tlLcKOccstPUxNkjePQtcCCg8tBY4dCrmOLBjPn2yp7dzfC64RtyaqW4N0XW6YrZiXOm0/WGmbzHz9k4Pj/6q6dk8EvY91Tzx7u64bBnIjMdIXAenN7Mf0IIfKitra8R/SauaYQRiKMSPLuSMHo0Z7DJPRZj8Cvh9ax4iL7bdd68t89q23pphNJUyDlfdg0/xUA7lpIIc/sACBk9pGNsPC24Tds2yyz6YuOqqyaF8Dqm/wBUJgwObguZGxrI2nr0PKSPVcD4O9SX7hc3z1NwP7j1z3WeeaS+beXCc4bUUchJfTgnp5Eho7PbIPMIM4qCgsejdPQ0FBSwW602ilEcccYDI4II29B8AGhQF8evFReeJfee41FNXys0jpyeS36fomOxGImnD6hwBwZJHDOfJoaPJS5+IlufUbWcJutLvb6gxV10gZZ6ZwOCHVDgwkfEN5ivPi45JJySfPKDLTwuL9WWbjM0bHSyuDLjBW0U7c9HMdA84P4gH5hT4s7BQOeFLpafUXGNp2rjaTHZaCuuMpH2WiEsGfT3ntH4qeMYAwPJBcioDkIgqiIgLRqqWnraeSkq4I54JmFkkcjQ5r2kYIIPcFayIOEybK7RyjEu2Ol3fO1Qn/2V8svD9sdPn220mkn575tEH+iuwEQdXz8MHDvU59vslot+e+bPD/orbZ+D3hdqARLsLol2e/8A4pi/zLuJEHSI4JuE7n9p/qftEB3fItUf+ZclsPDdsJpeRsun9nNH0MjDlr4bTCHD8eVdkog+WjttDbofo9uo6eljHZkMQY0fgOi+hrSB2CuRAVr2B7Sx3UHuPVXIg4kNptsGvMg2703zuJcXfoyHJJ8/qr7IdvtDUwxT6MsTB+zb4R/Q1chRBtDdJaWaMDTVqb8qOP8A0VQ6Q0sc503aj86OP/RW8Ig2KXQmipx+u0hZH/zqCI/+ytuqNo9r6r/yjbrTUnl71shP/srlyIOAy7B7J1BzPtNpN/rm0wHP/VXzP4cdhXnmOzejifU2iD/RXY6INl05ozSmkKU0OltN2y0U5wTFRUrIWkjzIaAt5AwqogtczmOcrge4ew+zu69M6m3F230/fg4Ec9XRMdIPk/HMPzXPkQYc6n8J3g21HO+opNI3yxPfnItd6la0fJsvOB+S45TeDjwl08ofJctfVDc5Mct5hDT8PdgB/es6UQY07d+HNwhba1EVbaNpaO41cJy2ovFRJXOz64lJaPwaFkVbrTb7RRRW610FNR0sLQ1kNPEI2MA9GjoF9iIKAYVURAWlPBHURvhmjY+ORpa9rhkOB6EH4ELVRBwqHZXaKBxki2x0uxx6ki1w5J/wVuMG2231N/EaGsEf823Q/wCiuSIg2P8AgRo4DDdJ2Qf/AOvi/wAytk0HoqZvLLpCyOH/AAfF/orfkQcRqdo9rqwYqdutNS5+9a4T/wCyvr01t3oTRtTNWaT0dZrPPUsEc0lDRxwukaDkNcWgZGVyNEFAMKqIgIiICIiAtCteYqSaYd42OePwGVrZBWnUxtmgkhd2kY5h/EYQeY7eC+Vd/wB2NY3utkL6isvtdK8k+Znf/kWevhI8WddpvWQ4bta3Jz7LqDnl05JK7/yWuaCXU4JP1ZGgkDyc0feWCm/WnZ9Jb16507UsLJKG/wBdGQRjp7ZxH7iFx3R2p7lo3VFo1VZ6h8FdZ66Gup5WnBZJG8OaR+IQekzfHZfRm/22t32z11RNqLddIvclaP1tLOOsc8ZP1XtPUfkehKgK4n+ErdLhc1dJZtaW/wBvZqmZ7bXeoB/reuYOoAP2X47tPUfLqvQfoHWNHrbb6wa5gLRT3q1U9xJB6NEkYefyyQsG7XbKbj94vqq/XmnbcdmNm3yUlHTvHNTXm7Ho4kdnMBHMe+Qxo7OKCHD9I1zKI201cwpnyCV0POeQvAwHY7Zx5r5D1H+dTibleENwua6uE1105JqPRk8zi50Nqq2PpgT6RTMfyj4NcB8lwi1eCbsfT1TZbzuxratgB6xQspYCR/O9m7+hBDi1jnODQMknAWXHCP4dW7vEVdKO+ahpKjSOhy9rqi61cBE9TH5tpo3dXOPYOOGjOeuMGVvaXw8+FTZuohuWn9tobrcoDllffJTWzNd94B/uNP8ANaFkdDSwQQtgghZFGwcrWMaAGjyAA7IOKbVbU6H2a0Rbdv8AbyyxWyzWyMMjjb7z3u+1I9/d73dSXHuSuYAYGEAwqoCIiAiIgIiICIiAiIgsVQfJUVR3QXIqKqAiIgIiICIiArXuDRknCuWlURtlhcx7S4OBBGcZyEHTO7XGVw3bI1Mlv3B3StVJcIh71BTudU1LfgY4g4j8V0pJ4unB42o9i2/amcwf3QWOXl/f1/co5eP/AIQNYcO26Ny1NT09Zc9E6mqpKy23N3NIYHPcXOpp3ns9p6An6zcHvlYkyZa7GMY8kHoR0N4ifCBr6aKltm8NvoqmYhrYrpDLRnmPlmVoB/ArYeNfZum3/wBrKHdHZq9Uk+u9vZv03py426Zshl5MPkp+ZhOQ4AED1A9VAXzO7ZXYW1O/28Gyl1ivG2uv7vZZI3AmGKcup5B918TsscPgQgkC44eI6i4j+AXSesqAimusOq6a3alt2cSUVdHTzc7XA9eVzgHtJ7hw8wVF2e67O3K3tuu4FZfK6ntdLZWaufT1eoKChyKOqr4XEiqjjP8AEudzOJaCRlzsYBwvg2T2Y1hvvuPaduNFW+SorrnO1skgbllNDkc8zz5NaOuT3QSS+Cvs1U0Fl1rvtdaQsbdHR6ftDnNxzxxn2lS9p9C8xNz6scFIbu3u3onZTQlz3E1/d2UFotcfM9x+vI8/VjY37T3HAAWlsxtZp3ZTbHTu2WloQygsNEyma/GDNJ3fI71Lnlzj81EF4sfEtX7nb0v2fsVzd/BfQbvYSRRv9yquRH66R3ryAiNvphx8ygzv4MfEQ0/xXa81PoGs0sNN19DzV9iY6o9oa2gaQ1/P6TMJDiB0LX9PqknMhpyF50eBvXVXoDir24vtNM+Nsl4joJw045oZ/wBW9p+BDl6LWHIQXIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICtf9Uq5cd3D1ANK6E1DqUkj9F2uprMg46xxucP6EGGu4HiobdbdcTdVszdtPmbSdve23V2o4Z8vpq/PvExYw6FueUkEOBBPUdFm7artbr7bKW8WiuhrKKtibPT1ELg5ksbhkOaR3BBXl4v17rdQX24X6vmdJVXKqlqpnvOSXveXEn8SpbvB74k67WelbzsDqq4unuGmYhcrK6V+XPoXODZIh/ub3MIHo8+iDFjxYtnp9uuJqq1hBSFlr1xSsucMgb7pqG4ZM3I88gH5OCwoa056ea9BvHvwtwcUWyFZY7VDE3Vmn3Oumn5nEDmnAw+ncfuysy34ODD9nBgBvlluum7xV2O+W6ehr6GV0NTTTsLJIntOC1wPYgoJZNRb/awtvB1sxw3bSOfVbnbpWOntkIiJ9pbre4ubLOSPqlzAWgns0Pd5BZhbQ6N2i4Pdl7LoS56rs1mprbTh9dXV1UyE1dW4AyzHmOTl2cfAD0UHu2vFfrvayWt1RpeKkGtp6COz0moKtgnfarcxgb7GkiI5I3uwMyHJwMAAkldW613H15uNdpL3rvV11vtdK4udNXVLpTk+mTgfggnd1Z4mfBtpGZ9PNuxHdJWHHLa6GeqB/vmN5f3rjtt8Wbg1uFUyml1hfKNrzj2tRZKgMafiWtJ/coIuZ3fKuZzOI9CeqD0xbWcQGzu9VG6t2w3Cs9/EbeaSKmnHtYx+1GcOb+IXYLTlRNeE1wj6vh1WziV1jT1lstVJTywWCkc50Tq+SRpa6ZzfOJrS4DP1ic490FSysz1B8kFyIiAiIgIiICIiAiIgIqE9QqoLFQ9lVEFWq5Wt7q5AREQEREBERAVCMqqIOP610PpTcLTtZpTWlho7xaa+MxT0tVGHse0/wBB+I6hRlcR3g2TTVdTqbht1RC1khdI7Tl6l5Aw/dgqQDkfsyAY+/5CVVUIBQecXXnBfxP7c1L6bU2yupWBhI9vS0pqoXY8xJFlpHyK4RS7K7u104pKTbHVE0xOA1tqmyfw5V6b3BuersKhYxpy1jQfUBBAzsb4YvE3u5c6WW/6Vk0Pp9zmuqLjeh7OQR56+zp/4x7sdsgD4rMTgnobXwVb/wCpOFXdSx2+Gu1LKK7SOshTCN13p8Y+jveT07ZDc+6/nae7SpI+XzAXQvF7wyWriT24Nrpaj9G6vsLzcNM3dnuyUlY3qAXjryPIaCPke4Qdw6qvTNNaVvGoH4DbXQT1eT2Ps43O/wAi8xutNQVeq9XXrU1fK6SoulfPVyOcckl7y7v+Kmv2O4lrzvLsTuNsfulTutG8Oh7DX268UE45HV0bIXtZVxD7WegeB2OD2cFBzMx8cjo3jDmktPzBQdicN9LPW7+bfUtNn2kmo6ANx6+2avS+0jC8/Hht7eT7icXuh6dtP7Wmsc8l7qjjo2OnYXDPzeWN/FT83m723T9qq75eKuOloqCCSpqJnnDY42DLnE/ABB9+R6qqhf3A8VjdGfiZpNZ6QrTDt1Zas0UVjI9y4UJfiWaXzMjgA5pz7uAB5qYfR+qLRrbS9q1fYKls9uvFJFW00gP1o3tDh+PVBvKIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIi6f4q9+bZw3bIah3SrmMmqaKMU1tpnnAqa6TIhZ8s5cf2WkoO38j1XX3ENSzVuxO4FJTgmWXTdwYzHfJgeo4PD+8STXV/3VdtZv/f2XKj1fVPdZ7rKA11BWuOW05x/cX55W+bXBo6gnEp1+tkV9sVws07QY6+llpngnIw9paf6UHlqOVkb4eevKvQHGDtzcYagxwXK5GzVTc4D4qpjosH1Ac9rvm0LpjcvSVboPcDUejK+Exz2a51NG5p/YkcAfxABXMOFGiqrjxL7X0lE3mmfqu2Fv4VDCT+QKD0jV1RTUFHNVVdRHBBBG6WWSRwDWNaMlxPkAOqih3A2Eb4lu/utdY7XU1s0jo3SlG+2U+pDREm/3Rp6FwbjLO+XjqGhvQk4XfHFnu3rbiO3Mg4IuHiufG6rcJNf6jhJMVst4I54OcdienNjq4lrB3csvNn9qdG7K7f2jbrQ1ubR2u0QCJnugPlf9qV583OPUlBArurwE8Uu0dZLT33aq6XKkYSG3GztNbTPA8w6MEtz6OAK6ni2e3WlqfojNttSumzj2f6Lmz/3V6duVo81a2OIO5gxvN646oPPFtrwB8WG6NREyybP3egppHda27tFDTtb65kwT/egn0BUiXC94Ru3+29TSav31usOsr5A4Sx2qna5trp39xzcwDpyPiGt/Z81IdhuUwPRB81BRUtBTxUVHTR08EDGsiijYGsY0DADWjoAPRfTgDsFVEBERAREQEREBERARFQnCCh7qmT6pnPVEFrfqq5WAjIVxJ5sDsguBwqg5VqqO6C5ERAREQEREBERAVD0CqqFBihx28b7eEWyWiktWiKi/aj1GyV1vfPzR2+BrCA50rx1c4ZBEbcEg5JAUVuvfEt4v9d1c0n9k6aw07zhlNZoGUrIx6AgFx/EkqbPiA4ftvuI/QNXt/uHbjLTSj2lJVRACeinx0lid5EenYjoVCpxM+HPv5w93OruFJY5tX6Ra8up71aYjIWR9cCeEAvicB36Fuezig63h4yuKeCf6THvzrH2mfO4uXZOhvE94w9FzsdJuMy/wMwDBeKSOoa4enNgOH4EFYpzQTU8roZ4XxyNOHNe0gg/EFWYKDMjc/jks2714tW8btFjQm7+nGhgu1nlMtvv9KRyvpqqJ2HxnlyA7MgIJacZBGI94rWXO71lyjp207KqeSYRMOWx8zieUfDqvnoaGuuNVHR0FJNUzyENZFCwve4n0A6lZa7f8A3EJYNu4+I7UO2cNda9P1kFwdpO4c7K250DTzSyezHVrQAPddhxGSAcIM1vCC4bKzb7b27b66qtzoLtrQNpLTHK3D4bbGcmTr1HtZMHH3Y2nzXYXiw7uVW2XC7U2K1VboLlri4RWRpacOFMGulnI+BawMP+6Bd98Nm+G2+/G11r1dto+KGhjiZSz2wAMltczG4dTyMH1eXy8iMELAHxwrtVOftJZWuP0UtvFUfQv/1q3r+GfzKCLAn3s/uU7/hUa9qtb8Ilkoq6oMtRpmvqrMXE5IYxwfGPwjkaFA959FMx4K0tSeH3WLJOYRN1Y72ee3Wkh5v8iCQ5Mj1W1an1LZdH2C4ap1FcYaC12unfVVdTM7DIomjLnErrLh24qdoOJ6z3C77ZXySaS0zmCsoquP2NTCMkNkLMnMb8Za4fI4OQg7jRUDh2yqoCIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgKmR6qj5Azv6ZXRm5nGbsLtTu3YNl9W6r9lqO/wAjYy2JnPDQcw/V/SX5Aj53YDR1PmcDqg71UVnjcbh1jDtttTSzltNI2sv9ZGHYD3AthgJHwHt/zUp8cgkYCCCCMgjqCFDH407pzxFaTbIXezbpKL2ee3/lU+cfuQYAWy41louFNc7fO6GppJWTQyNOCx7SCCPxC9JXDFud/Zj2G0TuG94fNdrRA6pPpO0ckgPx5mkrzWDuFPB4T1zqLhwb6fjqHOcKS5XCnjz5NE7iP6UGEXi68N9w0Fu5DvfYbc92ndahrKyWNnu01yY3Dmux29o0BwJ7kPHksKtq9wLttbrei1zYfZR3W2tm+gzyjIpp3xujbMBjq5nPzNH3gD5KcHxB97tu9L7ZTbK3DSkGuta6+aKGx6XawveZHHDaqTlPNG1h6tIw4uAA6cxEUe//AABcROwFmtup9R6XddrRXUsc9TV2lrqhlBM4ZdBOAMtc372OU+R6IOx9vPEHt/DXouo0pw/6Bp7lqG7yfS9Qay1K5z6m5VTuriyBhHJG0n3ed5z3Lcldf6u8SDjF1dUSSz7v11tY8kiK2Qx0rGj0HIFjQ5jonGN7SHNOCCOytwSegQd1QcafFZT1H0mLfnWHPnPW4OIz8iu49r/Fd4rdB1sP8Ib7Qayt7XD2lNdqYB7m+fLNHyvB+eVh7a7PdL3WMt9pt1TWVMrgxkNPE6R7nHsA1oJKzv4SvCt3N3SrqPVu+NJU6O0gxzJRQyDludwb91rD/EsI7vd73o090EpnC5xFWXif2rodzrLp642Rs8j6aopKxueSZmOf2cg6SMyejgB8RldwrYNEaJ05t5pm3aN0haKe2Wa0wNp6SmgbhsbAP3nuSfMlb+gIiICIiAiIgIiICIiArT3Vc4VqAifBVwUGitRn1VpqrTgoNRERBcDlVVmVcOyCqIiAiIgIiICIiArXxteCHNDgRgg+YVyIOpte8KfDxua+SbWu0OmrhPL9ac0TY5SfXmYAcrrgeGpwaNn+kN2fpM5zyGqmLfy5lk+ThdB8TfGrsnws21o15dpa6/VMZfR2C28stZMPJ7gSGxMJH1nkfAE9EHL9vOGvYjapzJdAbWads80Yw2oiommYH4PdlwK7JfG2RvI8BzXDDgR0Khs3H8Zze281Use22hNPaZouY+zfVc1dUY8i4nlZn5NXUNV4pHGZVTmYblQRZOeSO2QNaPhjlQZ+7/bEbh8J24tTxY8KtBJVWqodz650RFkQ1cGcuqYGDzHUkDq0+83I5gui/E11/obic4bNs+IHbSsFVSWi71FsudM7AqLdJVQtd7Gdv2XB9PjPY8wIzldLac8W3i2szuW73TT19gJ9+KttTBzDzBLOU9V0vutxA2zXlTe7ro3Rg0U7VzA3Utmoan2tprJWuD2VEUTxzQyBwJxl3wIyQg6XLfewDkeqnR8JPRlRpThGoLnVwmOTUl4rbqM+ceWxMP4tiBULu022Gp94dwLHt3pCgkq7leqtlOxsbc8jCRzSO9GtbkknoML0lbU6AtW123WntvLIxraOwW6GhjIGA7kaAXficn8UGBPjJ77V+lNvdNbG2OrdBLq6SS43csd1NFA4NjiPwfKcn1EWPNR08He/t44dt+dO66oaqVttmqWUF5pg4hlTQyuDZA4erejh6FoXfXjD3epruLCG3zPJitmnKKKFvkA4vkP73lYLtJDgQSDnuEHqdt9ZT3Cjp6+jlbLT1MbJopG9nscMgj1BGF9S6L4ItbT7gcLG3OpKuUyVDrLFTTHmz78WY+/r7q7X1prbS+3ulrlrXWd5p7TZLRAamtrKh2GRRjzOOpJPQADJPQdUG+ouO6G1/o/cnTlJq/QuoaK92avZz09ZSSc7Hj0+BHmDgj0XIUFUREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERARFRxwEFVQ9Fwfcvera/Z2moavc3Wlt09FcqhlLRmrmw6eVxwGsaMk4yMnGBnqe65lTVEVXTsqIJGvjkaHNc05DgexBHQgoOC787p23ZfaLVW51zc32VgtstTG1x/jJsYjYPiXlo/FebzXGu9R6/wBaXTXepLjLU3e71bq2onc459o456E9gOgHoApivGS1zPpzhps+k6WcsfqnUcMEzQ7HNBBG+Zw+I52xKFLuUHoP8PPeuq3z4YNNagu9T7e8Wbnslye4+86WDAa8/F0ZY78Vhj43Oh6xmoNstxo6fNPPRV1lnkHZkkb2TRtPzEkv+CVzbwRbzU1G3O51he8mCivVDVxgnoHSwPa7H4QtWUfHvsFLxEcON+0jaaVs1/tjm3mzdBzGqhDvcB/bYXt/EeiDzyDuFMJs1xBWTg64H9vNJ0dsfft0NZwyVen9M0wL55paqVzmSzAdWRtDh8XHAHmRERU0VXZq+SkrqV0VVSSmOWCZha5j2nq1zT8R1CyP2i4zZNm7rNuNR7f0WrNx6iIU0d/1BO6SG2QNAayKkpmYDMNaBzFx6dAB5hKrwicJt90leqriI4ha1uod39TNM0skp54rJC/tTQA9A4DoSO31R0yTljLTxTROgmjbLG8crmvaC1wxggg9woJL74sXGJd5i+k1XZ7XH15YqS0xAD8XAk/iV8to8VbjJtdQ2abXdvrmtOTHU2qFzSPToAUEv+u+DHhg3IqH1uq9mtOzVTzzOngpfYSOPqTHjK4XR+GpwaUk3t27P0kpB+rLVTPb+RcsMto/Gp1RTVsFFvTtdRXCicQ2WvsUxgnjHm72MhLH/IOapKNld/druIDSUOstrdSRXWieeSaP6k9LJjPs5oz1Y79x8ig1tA7CbObXBv8AADbbT1ke3AEtLQsbL/hkF371zzkOcnCuVUBERAREQEREBERAREQERUJwgoSqIgQUB9/C1Fol3XstTB+8g0cIO6sbzHuSr0F2SFetLJ81qA56hBVXA+StTOEF6K0ElXICIiAiIgIiICIiC13ZRv8AiHeHDqLeLUFfvnspOazUtVGw3WxVM2PphY3Akp3uOGvwAPZkgHHTB7yQkA91Qxt9EHl11VovVuiLvUWHWOnLjZbjTOMc1LXUz4ZGOHkQ4LZC0Dz/AHL08a92k203Rov0fuFoay3+HGB9OpGSOb8nEcw/AroG9+GFwaXqodUu2vdRFxzy0dwmiYPwDkEAobnt1Pl0XN9rdl9z95dRU+l9s9GXK/V87gMU0J9nEPvyPPusaPNziApztNeGrwcaYqGVkG08FfJGQ4CvqpZ25+TnYKyD0nojR2g7WyzaM0zbLJQsAxBQ0zIWdPM8oGfmeqCN3SXhrbz8OWirFvHslr9sm8NiZJPc7WQDQXGB4HNRxkjOQARk9Hkn6uAVllwqcZej+IWim0te6F+ktyLLmG9aYrz7Odr2HDpIebBkjz+Lex8ichZ6ujpgXVNRFCMd3vDR+8rF/ig4Stu99K6HcDQ2r6XRW6doImteoqCpaxz3t+qyoa05e09s/WHxHRBgH4zekaq08Rmn9VGM/Rr/AKaiDH46GSCV7HjPwBjP98FH6O6z/wCNDc7Wm4O2cO0XFJpr+Du7m3s7q2w36NnNbtS0LgGTsZI0crZHBrJGn6rjGWnlccHAKON0jwxoy4nAHxQT6eF37V3Bhov2xP8AG13Ln7v0h+Fjt40u8lxs+mtGbI2qrkhhvkkl7urWOx7WKE8kEbv2ecvdj1Y30WZfBVoKbbfhe280pWwujqo7PFUzscMESS/rCD/hKMLxmpZ38S9kjle4xxaYphED2wZpicfig4T4cXF5dtgN3qHRuorpIdB6vqmUVxhkf7lDUP8AdiqmDs3DiA/HdufMBTvxSCRrXtcHNcMgg5BC8r0EjopGyscWuYQWuHcHyXoq4Gd1pd4+GHRGraycy18VCLdWuJyTPTn2ZJ+JDQfxQd9ouD707rae2R2u1Jupqh7jbtOUTqp8THAPmfkNjibn7T3ua0fFy6q4UOOLabiwts0GmJZrNqaij9pW2Gvc327WZx7SJw6Sx56ZHUfaA6ZDI1FQdgqoCIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgKmSO+Fa5/L3KxF3+8SvYrYrcWh2x/13qa7msip7vJbpGfRrQxzgHGSU9HyNByY2jp5kHogy86kLj2vta2PbvRt51xqaqbT2yyUUtdUvccYYxucfM9h81u9BcKa5UVPX0czZYKmJs0T2nIc1wBBHwII/NYFeMXu1UaK2Cs23VuqjFV64uhjna12CaOma18n4F7oh+JQRZcTHENq/iR3Uum4ep6yYQyymK2UfOfZ0NI0+5GwdgcdSfMnJU0Hhn7v1273Cjp6qvFU6oumm55tP1cj3Zc72HKYnH4mKSPr8CoB+bP8A/wAUwnglTVLtm9w4H5+jx6mhfH6c7qVnN+5rUGy+OAJ/4G7UBufY/pO6l/8AO9lBy/u5lEl5qbLxjtA1OqOGe16uo4HyP0jqCCpmLRnFPMx8Lj8g90ShUpacVFRHBzsjMjw0Oe7DW5OMk+n/AM0ExPgsaTqLTsfrbWFUz2cV91Eyngc4fXZTwAFw+HNK8fguy+JbjRvLtXM4ceFC0/wz3QuWYqqtgAfQ2FnZ0kr/AKpkGc4+q0fWOcNWNmymot3d19tLDwr8J4fpfQViphDq/cesYYRVVEp56htJnBOSXAAZcRgnkHfPLhy4f9l+GvSv8HdCSUMtfVgOuV3qZ2PrbhJ5ukfnOM9Q0dAgj+4gPCY3H/sdwbgaP1k/WW47zLW6lo5iI23KR553GkJx77Tkcrsc47EHoY3tS6S1JpC6VFj1VY660XCleY5aWtgdDIxw7gtcAvUQySCZoMT2PaeoLSCPzXD9w9k9pt2KX6JuNt9Y7+0DlDqyka6Ro+EmOYfmg8yBaB5/uVeQkdip9Lt4XXBpdqg1B20moy455KS5Txs+WOZbppXw2eDvSlUyrptpaWvkiOWm41UtQM/JzsIIMdqtkd1N6L/BpvbLRF0v1ZM7H+t4D7KIHu6SQ+5G0eZcQFNpwC8EY4S9L1901LfBctYajijbc/o0jjR0zGHLYowccxBPV+Mny6LJ7S+jNKaJtjbNo/TltstCzGKehpmQs6eoaBk/EreAxox07IKjsqqgGOiqgIiICIiAiIgIiICIqHogHsrcqpcqICoXcqOOAtMnKB3P4r6F848vmvoQfGCcjqtRaKu5nHuUGoBnurgQ3orVUdT1QaiKjVVBVpCuViNJz+KC9ERAREQEREBERAREQFR2cZBVVQjI7ZQdTcRXEvtdwyaIdrLci7uYZnGK322nHNV3CYDPJEz09XHDR5nqAYmN8PFr4htxayqoduH02hLK4ubC2kYJq0s8i+Zw6H+aAs/OPPgJpuLSCg1Vp3VD7PrCyUrqWjbVvc+hqYieYxvaOsbs/bbn4g4GIgd2+ELiN2VuE1Lrzai+wU8TnNFwpKc1dFKB9ps0WWY+BIPqAg4dqrend3WtS+q1XuZqa5yP+t9Iucxb/g82P3LjLL9fY5PbR3mua/vzCoeD+eVoyW+vjeWSUVQ0jpgxEFb1prbzXusq2O26S0Xe7zVSENZDQ0Es7iT8GAoPnuuttYX23Q2i+aoulxoqd/tIYKyqfMyJx7lgeTy588Yyuw9gtD1b9QUm6+qNtdR6l270hdKWTUktqg5/ZRklzQXHoB7mT26dyMhZN8OHhJb2bi1lLfd52/wC077sjqaUtkudQ30bECRD85CCPuqXLajZXbzZjb+m200Np+npLHBGWSRPYHGpc4Ye+Un67neZPyQaezG9G1m92j6XVe1OqaK62wxtY6OI8stI4f3KWI+9G4dsEfLoo2fG027qYdQbd7q09OXUtXS1NiqZWjo2WN3tYgf5zXyY/mFZL7tcA9XY9UT7x8IOsZNtdcZMs1uicRabmc5MckYyGc3yLfgO66O3s4gY97NsL1wp8Z+jJNrtxQGVOn79Uwk2eqr4s+ykEwyImye8wuBLMSHLmnogiaxg/jhTOeC7qOa5cP8AqnT8jyRaNSP9mM9mywMf/TlQ4Xe11lluVVabhEI6qkmdDKwODgHNODgjII+IOCphPBVsNRRbH6zvszCIrnqMRwn1EdOwE/mSg3rxmtUVlo4Z7Jp+llLYr9qmmiqMfajihmlDT6jnDD82hQ9bcbg6p2s1raNf6Lu09uvFnqW1FPPEcdj1a4ebSMgg9CCpjvGQ0lVX3hct2oqaPmGm9T0tTPj7MUsUsOf8OSNQlkFpyg9JXC7v7ZuI7Zmxbm2vliqKuP2FypQQTTVjOkrPgM9R8CF2244GVD14M29M1k3O1Fshcqp30PU1E66W1jndBWU4y9o/nREn/k1LbrC5SWbSV7u8eS+ht1TUtx6sic4f0IPh0vuZt/rWur7ZpLW1kvNZap301dT0NbHLJTSsOHMka0ktIIPcLk4OV5idLbr7gaG12NydIapr7RfzVSVhq6aUsc573Fzuf77SScg5BU4PAPxtWviq0ZLZ9RupqDXthiZ+kqRjg1tXF2FTEPQno4D6pPoQgy2RWEkDPwXQe+vG5sPw5a6tWgd1r3crfW3emFVHPT0D6iCCIuLcylmXN6jPRp6IO/0XGtCbh6I3N0/T6q0Bqy3agtNSMx1VDMJGH4HHVp9QQCPRckHZBVERAVM4VVZI7lGcjoM9UF2QVVYR7Ccflp3d4xNc7KQ19OdOMaaTS1SOgqZ6XIqHA+YkPM5v7LB6rNppyguREQERU5m+qCqLrbeTiE2f2Dsv6e3W13b7HC8EwwSOMlTUEdxHCwF7/mBhbXw6cTu2HFBp+6an2uqbjLRWeu/R9R9OpTA8v5A8ODSSeUg9M47Hog7dVr3cozn8MZRxI7HCjh8R/wAQur2urKrYnZa8Mbqcx8t8u8T+b9Gcw6U8Z/liMEn7II8z0DPc7nbenWEO37db2Q6lnifPHaBWxmrdGz6zvZZ5sD1x5Lk7CS3J74Xnc4L9a3+g4v8AbzUs90qKqvr79HFVVE0rnyTiXLX8zj1Oc+a9EGSB0H+ZBiF4k3FjJw47RMsWlq8Raz1j7Wkt3KffpadoHtqnHljma1v7TvgVBBVV1XXVUtbW1Mk8873SSyyHmc9xOSST3JKyQ8Qveyo3t4otWXOOsdLZ9PzmwWlmfdbBTkte4D9uX2j/AJELGloz5ZQejjgp1NVav4U9sL/cJTJUTadpYpXnu50bfZkn/AUa/jW6mkrt+dFaTEjjFaNLfSw3PTnqKqUE/PELPyCkx4O9KVGiuF/bPTVY3lqKXTlI6Zp6Ye9ge4fgXKMPxpbBU0XEfpbULmf62umkoYI3f7ZBVVHOPwEkf5oI+mDmOBlTmeEft5VaI4T4L9X05hm1feau7gEYJgAZBEfxEJcPg4KGPafQ8G4Wu7ZpuvvdDZbbJKJLlc62ZsUFFSN6yyvcT5NzgDqTgAElSwWbiS3b3qtVv2C4AdA1Fv0jYKWK01O4F5pzBSU8TGhvNA1w+scZHQvOfqtHVB39xt797A7f7V3rb/dW4fpeu1VQyUNJpq24muVW54w1zY/7mA7B53YGR0yeigc3D261ptpfG2bWuk7pp2oqYGVtNS3GL2crqaQZjdjz6EZ+PkFO5w9cCm3Wzt3O4WtK6p3B3Eq3e1q9RXr9a9kh7mFjshgB7HqfiuV8UnCRtfxVaUZZNaUb6W7UAJtl5pmj6TSE+XX67M9Sw9PTqg89h3C12bXT2Nusbyy20reWGjjrZGQMHwYCG/jhbdHqC/QyCWG917HjqHNqXg/nlZUb9+GXxObL1lTV2jSMmuNPMcXR3KwMM8jWeXtKYfrWHHchrm/FYt3PTWobNUyUd3sVwoqiI8r4qimfG9p+IcOiDnmhuJnf7buojqNI7vaoofZEObF+kJJY+nlyPJbj8Fmvw9+MZr+wV1LY9/7BDqG0OIjku1tiENdAO3OY/qSgdMgcp7qOWls92rZBDR2uqnkcejY4XOJ+GAFkRsV4ffE9vlXU7rXt5Xaessrh7S8X6N1HTxsz1c1rx7SX5Mac/AdUE923W42jd1tJW7XOgr9TXiy3SETU1VA7II82uB6tcD0LT1BXJl0fwj8MFj4U9sWbf2e91l3mqJzW19XOcNkqHNAd7OPJEbOg6fiV3ggIiICIiAiIgIiICIiAiIgKjuyHsrclAwAiKjjgILHOBPyVEzlUyB3QHA9MHzWt73qVoFw6Y9V9PMEHxKoODlURBeOY/FXrSa5w6Bao7fFADnN7FXNc8nurcI0kFBq/NFa0uz1HRXILmqqsHdXZCCqIiAiIgIiICIiAiIgoWh3dWPjaWlpaHNPcHzWoiDj1Tt/oWumNRXaKsNRK49Xy22F7vzLVudvs1ptEPsLVbKShj+5TQtib+TQF9y2HXOqaTROk7vq6tpqipgs9FNWyQU8TpJZGxtLi1jWgkk4x0CCurtZ6S0FYarVGtNR2+yWmhYX1FZXTthijaPVziBn4d1gNvP4ye0WkqmotGz2kbhrKpiJYLhVO+h0RPq0EGR4/Bqjj4rOK7c/id1xU3jV1xqqWy00z22uxtcWwUbM9MszgyY7uPXyXROD6IM5tY+L7xUagfINP/wAGtOwuJ5W09D7ZwH86QldN7j8dHEHu9ZJtOblXuz6ht8zSBDWWeBxiJ+1G7l5mO+IIWP3K70W42HT971JdaeyWCz1tyuFW4R09JSQOlmlcT0DWNBJ/BBp2+huN7uVPbbbRzVVZWSthgghYXPlkecNY0DqSScAKYzgE4n9idn9v7Pw1biU902y1pa5JPpkOqIPokNbVPdlzmzOAa0nIw1/L26ErafD48Nqs2vu9u3u34oIv4R04E1lsTiHi3PI6Tzke6ZQD0aOje+c9s293uH7aDfaymy7oaHt15aGlsNRJGG1MHxjlHvt/PCCu+O21l332W1VtvPUwTUup7TLT087HB7GzY5oZQR0PLIGOB+AXm41hpS+aJ1RddIaioZKW52eskoqqFzSC2Rji0/gcZHqCFM7U8HvE/wAOU0l34Q97X3OxxOL/AOBmrZfaU5Z9yGY5a30GeX5rALjuvlw1rqSLVm5uyF62z3LJbBdYxH7S13ljRgTxS9hIPPlLw4eYI6h1bwaaxn0HxT7Xajp5HM5NS0dJKQ7GYah/sJR/gSuXoxvduju9mr7TKMx1tLLTuHwewtP9K823DLp6v1RxE7aWG2wOknqtVWwNAHZraljnu/BrXE/AFelUHAIPdB5eddaYrdF6yvmkbjC+OpslxqKCVrhg80chb/kXJdh95tU7Cbo2PdHSVUY6yz1DXywk4ZVU5IEsDx5te3I+BwfJZa+LTw41m3O8bd5LNb3fwf1yeaeRjPdhuDG4e047c7QHD1w70KwK5XA57A9MoPT3tnuDYN1dA2LcPS0/tbZqChiracnqWh46sd+005afiCoh/Ges9dR8Q2m7zK1/0ev06xsTsHGY5HBwH5hZI+DZu5NqnZ/UW1lyqHyTaSr21FIHH6tNUAnlHwD2u6fFbz4vGxFbuPsZR7pWKhfPcNAzunqmxty42+XAkd08mODXH0HMfJBFfw48T+6XDNrOHVOgL08U0jx9PtM7yaSuj82yNz0OOgcMEeqnq4aOI/QvE9ttR7h6Kn9m7Hsblb3uBmoKkDLo3eo82u8x+IHm3eCHEYxhZC8EfFPeOFveC36ilqZpNK3SRlJqGiYSQ+mJx7Zrfvx55h64I80Hog7BVXwWi7W++WyjvFrrYquhr4I6mlqIjlk0T2hzHtPmCCD+K+7IHUkIBOFih4j/ABFjYPh4usdnrvY6m1e19mtfI/EkQe3E0w/msyAfvOCytc9hafeH5qAvxI+I4b+cQtzpLJcBUaY0c6SzWssP6uZ7HYmnb6hzwcHza1vqgxx0Dri/7ca2suvtMVpp7rYa6KvpZQftscDg+oIyCPMEr0j7F7tWDfLajTO6enHtFLqCgjqHwhwJpp8Ylhd8WPDm/hnzXmWb81J34OnEabXfbxw63+uxT3Tnu1jEjvqztA9tE3+c0B2PVpQS2IrWkAYJ7KuQgo4j1WKnHTxt6e4UdHst9qNPcdd3uN36Lt7nZbTx9vpMw78gPYfaPwBXdW/G8Wm9h9q9Qbo6nkBpLNTGSOHOHVE56RxN+LnED4DJXnR3i3b1hvduHedx9c3F1XdLvOZDknkhjHRkUY+yxrcAD4IPl3K3Q1zu3q2t1ruBqOrvN2rnZfNUSF3K3uGMHZjB2DRgBSt+Cdaaun2f1/epmOFPW6hgp4jg45oqfLsH/lWqH6io6yuq4KKip5JqiokbFFHG0uc97jgNAHUkk9l6KuCrY08PfDfpLb6siDbsaY3K7kY61tQfaSNyO/IC2P8AvAg0+NbiJp+GrYi9a7glYb1Ut/R9liJ+tVyAhrseYaMuPyXnhvl3uWobtWX271ktXXXCeSpqZ5XFz5JXu5nOJPUkkkn4lSB+Mtu/NqHeewbQUdU40Gk7Y2tqox2NZVe8Mj1bEGY/nn4qPANc44CDJDw7NEVWuuLvQNHDC58VtrjdKhwaSGxwsc7r6dcKefdTUR0jtpqrVDHFr7VZqyrjI7hzIXEfvwsA/B64aq/SmkbrxDaqt7oKnUzP0fYGStw8ULHZknAPUB7xyj1DCezgTnVv3ZqrUWymurHQsJqazT9fFG0DqXGB2APnhB5orlWy3G41VwneXSVUz5nknqXOcSf6V27wibIXPiA360voCmpXyUMlUysukrRlsNHEeaRzj5AgcvxJC6amhkgmfDK3lfG4tcD5EHBUhfAvfd2dI6OqLNwlbE1V91fqJrW3vXmpGimttIwfVp6fmIaWNxk+8XOd15cABBL5dr5pTQGm/p1+vduslotsAYaitqWQRRRtGBlziAOgCif8R3fDbXi9obfp7YPSeptZ3HQEtTXVupKC3Sfo+Cjcz9ezmLeZzcxscHkNb06E5WTOnvD21VuldqfWHGZvJd9fVzHCZlgoJX09opjnPKGjBdjtnDcrLrSe2OgNC6V/gTpDSFrtNjMRhdQ0tO1kcjSMO5x9vI6EnJKDzIWy4SWqvhr200E5p5BIIqiPnjfjqA5vmPgsk9M+JDxVaMt1NZtL6vtVtttI3kgoaaz08cEbfQMDQP8AKu7OOvwytY7b3a57qbE2ee/aPqHvqqu0UzDJV2onq4sYOssPoWgub5jAyo9p4JYJDFLE5j2Hlc1wwQR6hBn3obxlOIixTRM1nprTGpKdoxJ/rd1LKfk5hxn8FmXsN4r/AA7btVdNp7Wbqvb+81JEbP0oQ+hkefJtS3oz/lA0fFQa4Pormlw6ABB6naSspLhTxVtBVQ1FPM0PjlieHse0joQ4dCF8V10vpq+HmvWnbZcD/wDmqSOX/vNKhT8OjjX3H2l3Bsm0d+muOodFX6rjomUIa+ee3SPOBLB3PIDguYOmDnphTggggEINltmitHWaQT2jSlnoZB2dS0EUR/NrQVvLW8pyrkQEREBERAREQEREBERAREQERWklAJ9FRFQ9eiCuemR1Wm45KqTy9G+atQFZJ2CvPRabnFw698oKDv8AgvtXxDv+C+1B8IIPYotNvQhaiAtRrsg58lp9E6+SDUYSSVcOhVjDhXoLucjsrx1GVpK9jgenZBcg6FUDsnGFVBcCCqqzOOquBygqiIgIiICIiAiIgIiIC03xc7vePQ9x/wD3+K1EQY1b2eHxwyb5Vc941BohtovNRkyXGzP+iySO+89rfccfwWNl38Eza2oqjJZt39TUkGekUtLBIR+OApKEQR76Q8GTYKzzxz6p1rqq/Na4OdDzx0zHj0JYMrLXaHhm2O2HpRDtjt5arROW8j632Qkq5B8ZnZd+AIC7TXBd7t2dMbHbX3/dPWEvLbbBTe3cwEB00hIbHEzPdz3ua0D4oPo3M3V282c0pVa23J1bbrDaKX609VKGmR3kyNo96R58mtBJ9FGhv54zVzmqqmycP2iYoKVpLGXm9s5pJPRzIAcN/viT8AsF+JPiZ3I4mtd1Gr9dXOU0zXuFttkbz9HoIM9GMb2zjGXdyV1CR0z5IO6dxOM3ib3QqJZdUbx6j9jKTmmoqt1JCB6BsXL0+eV1RctQX69kOu96uFcck5qal8vU/FxK20MyQMjqsouEfgH3b4nLvTXV1tqNO6Ihkaau+1sRY2ZgPvMpmnrK7yyPdHmfJBy3w8ODXUvEXdr/AK5g1fe9F0+l2Mbab3bQGyi5OOcAnGQ2PPNgg++FnZ+hvE52DBNlumlN8bFT9oqkto7mWD+cWgnHo8knyKyz2h2i0VsjoG2bdaCtbKO12uLkBxl8z/tySO+09x6krjO/vFZsjw2WYXPdLWNPSVUrC6ltVN+ur6s/7XCOuP2ncrR6oMQ90eODajcXRVy2Y40OHfX230d1Z7N801sfPDDOOrJ4X4a8OaeoLQ78QSorN2tD6X0TqSSl0PuFatYadqSZbfcaMujkMWejZ4JA2SKQDuCMehKzg388YHV2t4avTm2O2djoLPKCwT36BlfNIPvGIj2Y+RysBNZaxuuur5NqC9U9uhqZz77aCiipIh8o42ho/JBnv4KtZXM3x1rRR8xpptOMfN193mbO3k/c5ymHuFvortbp7Vc6WKppKuF8E8MrQ5ksbmlrmuB6EEEggqGDw4uD7Vu9elNTbk2LdnVW3k9FVx2+irLK/kFVhvO8SDI5mtJb+9Zkf6mnxBtHgM0Vxj0F8gZnkiv1nBJHkC5vMSgj44++BzUPDRrSp1XpS3VFZt3eahz6GpaC4W57iT9GmP2cfYJ7geoWIjC5hzjqO/RTU6yovEyt+l7la9wLZsjrHTskDhXivmbTQPh8/ae2DGgeeSenqokN5qS3UWuK+nt9r03bwx2ZKfT11/SNBG8nqIpg5wIHoHEfFBnJwweK5Ztjdh7JtlrDQN41LeNPmSlo54qqOGL6HnMTC5wLstyW9uwC+7VHjZ7gVLHs0fs3YqD7j62tlncPwaGhR4W7QOrbvpS565ttiqqqx2aaKC41sTeaOlfLn2Ykx1aHYIBPTOPVbB7N2CfRBmNrvxXOLDW1vrLTDerNY6SuhfTvFvoA2RrHgg8r3EkHB7rDhzi45JJJ9VREBb9oTXGpdt9W2vXGj7nJQXmzVLaqjqWdTHI34HoQRkEeYJWwogzl0t4v/FTZA1l5Zpi+Mb0/1xb/AGbnD+cwhdv6W8bi+wmNmstkKCdvZ77bc3xH5gPa5Rdq9kRfgNOSfId0GbfHn4g9r4r9H6b0bovTl309bqGqkrbpBWSseJ5cARBpZ3Ay49QOuFhIxpe75rkeuNudZ7bV1Fatc6eq7LXXCggulPTVbQ2U0swJjkc3OWZA7OwR5gLtnhGoKys1wyTT2ldub5qCKSN1up9Z3hlHAJM9DHHI5rJXZxgEn5FBl54Y3AZdrleLbxE7u2GSjtlG4T6attXGWyVUg7VT2HqIx3Zn6x97tgmWhoaG9T+/KwfhsXiq6ohZG7Uu0ukKYjDBTxvqHtb2AbhhbgD4q48IvGzrMj+yPxuXCiid9en0/a/o4A9A/IKCMfxEaqtreNDdKWvLudl2jiZzfyTKaJrMfDlaFx7ht0RsjcdRRat4g9wqey6Stkwc+10sUlTcrq9vX2TIomkxsPm95b0PTPUjnfiFcN104c95aK31mq73qmm1FaYriy9Xh/PUVNQ1xjla53ny8sf4OC6W2n3p1bs1eTe9KUNhqagva/F1tEFa0Y9PatJb+BCCXK0eIBrTW1vptJcH3CPrDUdBRQspKKuuVP8AQbdBExvKwZHuNaAAOsg6L7HbG+IXv6w/2ZN7LPthYqgfrLPpRntassI+q6YdAe/UPcF0zsR4y9Gx1JYN9Nuo6SlaBF+lNPt92MerqY+X8w/IFSPbW7u7a70aYh1htjrC23+1zDDpaOUF8T/NkrPrRv8AVrgCggB4y+G+78MG9112/nkrKy0TMZX2a5VLferaV4+sSBgva8Pa7HYhdSWjW+sdPezNh1XebaYTmP6JXSw8ny5XDC9CvFpwoaG4rNvnaY1LiivNCXS2a7MjBko5SOoPqx2BzN88D0UFnEHwubw8NWp5NPbk6XqIKZ8hFDdoWF9DXM+9HKPdz6sOHDzCDmG2PiCcVu188X6L3VuV2pIyM0d5IrI3AeWX+8PzWfPDr4xOgtV1NLpvf3Tw0rWylsYvVFmahLj0zIz68Q+I5gPPA6qHrlx1yFUOIPMEHqUs98s+pbVTXuwXWkuNurYxLT1VLM2WKVhGQ5rmkgjB8l0pvFwM8M++U01w1jtvQwXSfJfcrZ/rSoc4/acWdHHp3IJURnApxzaw4aNZ0emNQXOpuG3l1qGx19vmkLhQlxA+kQZ+oR3c0dHDPn1U8truNHd7dTXS3ztnpauJk8Ereokjc0Oa4fMFBHbqPwU9nK6qM2nd09U22Jxz7KWKGcD4ZIBV+mvBW2ZoKgTal3P1TdIwesMccMAI9MgE/kpGkQdM7I8IewfD5GJdtdB0dLcS3kfdKke3rHDzHtXdWg+jcLuVowMKqICIiAiIgIiICIiAiIgIiICIqE4QUJ8gqIeqIB7dFYXu8wrnHHZaZJd1KB1JTpgp0x3WkST8EFQ85KtJ8yiHqgAjK+5bfgNOc9ei+/r8EG2q5riOitRBqNbgd1VaYeQr2uyguHdajey0sK5ruU59eiDUyPJFa1uDzZVyDUb9XyVemFpAkDGVeDhuUFyq30VoORlVQXorQcKoPqgqioXKnMPUILkVpkYO7grTPGPtBBqItA1UWPrKw1cQ80H1IviNewdlQ3OIDpjKD7lTI9Vtjrtj0WmbuEG75+BTJ9FspvJ8nLRN6cD9ZByAk5xhcX3I210Vu5pCu0HuHYKa8WO4hvt6WcHlJactcCOrXAgEEdQQtV18cft4wtM33Jx7RBgxr3wZNkL7WSVWi9fai062RznNp3iOpjZnyBdh2FxW1eCVoiKqbJet7rxPTg+8ynt8THEemXE4Uh5vmO02Fpm/H+WQY97ReGVwpbU1ENzdpB+qbjC4PZPfJfpDA4eYi6MP4grKalgpLdTxUdHFFBTwNDI4omBrI2gdAAOgHYYC4yb6D3nXFN0tc6h0xtxqjUOkbPU3q9W601NRbaCmjMklRVNjPs2NaOpPNg4Hogxq8QHxEaTh+bPtXtSaev17LF/rqqfh8NoY4ZGW9nSkdQ3sB1Khl1hrfVe4GoazVetL9W3i718hkqKurlMkj3fM9gPIDoPJfRrt+t67Vt0uuv6S6R364VUlTXfpCCSOd0r3EuLmvAI6/wBGFpaY0DrfWtay3aP0her5UvIAit1DLUOyT06MaUGwjJ+S7M4f9gdwOIzcWg270BbHzTVLhJWVj2kU9BTAjnnld5NA7Du44A6rI3Yvwud5tcVFPdN15Y9C2V5DnwS4muMjfQRNy2P5vIx16KUbY/Z/a7h40izSO2djiooX8rqusfh9TWyD7cr/AD+A7DyCDn+xG0ekdgdrbHthpMN+h2mANkncMPqZ3YMkzvi5xz+QXXvFpxp7XcKmmxLqGf8ASup66NzrXYaaUCabp/GSH+5xZ+0e/YArj/FhxX2Thp2vqNWTtjrL5XONJYqBzsCoqMdXvx1ETPrOPn0HmoKdxdxdXbp6uuWutc3qoul6usxmqKiV2e/ZrR2a0DoGjoAg7Q4kOMreziXu0r9cajlprIH81NY6F7o6OIeWW5/WO/adn4LosAyO5Rnr2ACp1cR3yeiyK4NeEy/8SeuoJbhFNRaKtM8b71cccvOzP/k8RPQyOHT9kHJQSHeE/sXQWvhov9/15ZIKqi3IqXMNHWRBzJ6CNpjHM0jq1zufHyyPJYi8f3ADcuH65VW5m2FNUXDbyrl/WRtzJLZ5HHoyTzMRPRr/AMD5KXGxzWnTNloNOafooqC12umjpKOliGGQQsaGsYB8AAuv+J3cGn01w67k3iobFIItNV0bY5gHMdJJGY2AtPQ+89qDz3uAHZUV8hz8Djr81YgIiINSGF8z2sY1znOOGhrSST+Cla8O3w54bNHbN9OICyt+mu5KuxaeqmdYc4Mc9Sw9nYwWsPYYJ9FG5sRqOm0jvPofUtZDFLT27UFDNMyVgcwsEzebIPTtleiR2oiXE+15vQ57hBGX4zu01XSa90nvXb4HSW+60AslZI1pLWTQuc+PPpzNe4D+ao1g9zSMdCPTovRDvft7pPfvbW8bZaxizSXSP9TO1oL6Wob1jmZ8Wny8xlQQ75bHa52D15XaG11QGGeI+0o6pgJgrqcn3J4nebSO47g9Cg724VPEd3m4eq2ksF9uFRq7RjXBr7ZXzl0tNHnr7CV3VuB2act+AU0GxXEDtlxD6Gpte7aXyKto5D7Kqpn4ZU0M+OsM8fdjh+RGCCQQvNKOZvUdF27wzcSOvOGjcSl1no+se+llc2K6217yIa+nz1Y4dsjryu8igmx46OFm28Vm0r7FbpIKfVdkc+ssdTJ0/W496Fx8mvAx8CAVATq/SOotCakuGkNW2mqtd3tM76aro6qMskhkaeoIPl2IPYggheibbLeTTG7mgrLuLo+4tqrTe6b28JyC6NwPK+J48nsc0tcD2IXVXE7wm7Q8UFCKnVFH+jNTwR+ypL9SNAqGtA91ko7SsHo7qPIoIFj07/NdhbJ787nbAawh1ltlqSotdW1zRUQhxNPVxg59nMzs9vz7eWF3LvP4cnEbtdUzVVi02da2WPLmVljBmlDB5vp/41p+QcPisabtp6+2CpdQ3yy19uqWEtfDVUz4ngjuC1wBQegHgx4ztE8V+jH1FM2K1aws8bG3qzOd1ZnoJ4j9qJx8+7T0PcZ771PpTS+t7JUac1ZZLfebXVt5Z6StgbNE8fFrgR+PkvPTwaal3X0Nv3pfVe2Gnr1dZ4a2OCup7fSyStlo5HBsrZOUEBvL16+gKn6iv+cOyQCASD0IJ8kGLW5vhKcLOuqmW4abhvGj6mUklttqeeAE+kcmcfgV03P4I+lzUl1NvpdGwE4AfbYy/Hzzj9ykN/T5+8tX9PHlBEmEGH213hB8OOia+C6awul71lPAQ72FXI2CmcR25mR9XD4ErOG02ugsVtprRa6WOmo6OJsFPBGMMijaMNa0eQA6LYmX7HX2o9VeL9kn9ZlBybPwTPwK442+O7c3darb24dOZBv2fgVVbI29E93LVF4Hqg3ZFtrbsD3AWp+lI8dAg+5F8bbhG7oR+9XCriIzlB9SLQ+kRY6OVzZoyPrINVFaHtPUOCrzN9UFUVuXeiuQERUJwgE4VpOUJyiChOFTmKq7AGVZzIKEk90zhFY53kEA9eueytccoqICo48oyq9ArHHPRBQk83zwvv8AaH0W3+Y/Bfag+IEO7IrR07K5AWo0g9QtNASOxQaqYVrCSDkq5BVp5Tkq4P5j0ViDp2QayqCe2VY12Tynuj38gPqgv5mg55vwVXTMb5r43yO+stCSQlx6lB9z6kd2kYWk+uwehC+B8rwOo6L53TnP1UG5SV7gRghaLri4joRlbdJOc9vJfK6Zx6Dog3N9wf8AaOVpOuDs5JGPmtrkndjqtE1DiTnsg3N9yccgELRfc3AYyFtL5yM4C0XSvzlBu5uZx3Xzvububof3raJJn5IC0HzOCDeZLo77371oyXN33/3rZX1Dui0ZJ3K4N7fdS7s/960ZLt+0tjdUlg7L5pJ3ZTKOQSXYY+t+9aL7tkdHLj5qHEnPVaEs7+wK3zByJ14z7vP1Wk67jtzdviuNuqXYPwWg+oeCTlOYOSvvOOgIytJ96cDnmwR1BB6grjElW/PRaElW/BOSnMHIausoLiALjR01Vj+XhbJ/3gVWK7x0sQho446eIdmRMDGj8BhcWdVv9T+a0JK14+qT+acwcudfCemQFb+nySRz5J9SuHGtlAySfzXzmukznCl8iNHxJ9cam1dv3JaaylrIrRp6jipKHnjcI3ueA+R7T2JJcBkeix10htLufuBVx0WjNA368SSdAaWgkcwfEvxytHxJCmynqzK0CWNrwOwe0O/pWj+kJOT2LMtaPsjoPyUnn6MDti/DXvtwrKe9b53aK10THNebPQTNkqJB92SQZbHnt0yVIfo+36W2+03R6Q0XZqW0WmgZyRUtO3laPUu83OPm49SuNyXKRo+K033N4GcnPzWuYOfnUOST7TusZvES15+i+GS7Wtk2H32upKAYPdof7R3+LC7TN4lafrLC7xJtWvn09pDSzZifb1U9a9gPk1oa3p8yVOYMBlVuM9V2FtdsTuRu9WCLSFgkfRseGz3Cf9XSw/OQ9Cfg3JWbmzfBNtloJ0N21w2PVl2YA/kmZy0UbvhGfr/33T4LOUR41Gn71SW2nvNVaKyGgrC5tPVSQPbDKR3DHkcrsfArb3DHTBHzU1F6pNNaisJ0vfrLb66zPj9kKGena6BrcYAa3GG48sYIWIu8XATp+6e3vOz1yFumdlwtVY8vhJ+7HJ1Lfkc/NavnBglG90bg9pw5pyCO4I7KeXa7cRmsNs9J6pjnDv0tY6Kscc/bdCwvH+FzKD3W+3etduLs6x6205WWmrBPK2eP3ZAPtMf9V4+LSVJlwT62feeHTTMD5S+W0Gotrs+QZKXNH4Me1Sefoy7GoR98fmuBbw7Zbd786XfpTcOzR1kLcupqtmBU0kh+3G/GQfUdj5r5v0tI7pk49QtRtyfgHmP5rXMEdG8nh1bq6MqJ7htq+LWVoGXMihcI66Md8OiJw8gfdOfgFjFf9Eaw0pVOo9TaVvFonYcFlbRSwuB+TgPzU3cdxlI5cn81rOuD5WiOce0bnOHjmH5FS+fwYheFVr3U1HatX6Ar4qr9DMdFdaGSSNwiZMT7OVrXEY94chIB+zn1UgIvhOSJMdfVcBirn49mwcrAejQMAfgtYVsvN5pPP0c5bfnt6c56HI6qlTcqOvwLlS09V9328LZMf4QK4eytkx1WoyskPmfzV5g5nS3KGli9lRQxUzPuQsEbfybgL6G3l5+0uGtq3+p/NarauT1KcwczF55hjPX5rVbeMjl5v3rh0dTIOuStZlQ8nmynMHMW3Xp9YLVjuvTPMFxFtQ/l7rWjqH47lOYOXMuxPTnWq26Fvd/f4rijalw6LXjnee/VT15+DlTLkcfW/etVl0ce7lxcVD+YBfRFO9ZzRyZt2Pktf9KOwOq417d6+hk7j5eSZRyJtxe4e65a8dycMAkLjcc7wenotcTuDcqDkQubs91rNuL++ei47FOc9l9DJXd0HImXF3KCCOpWq24u9VsEc55R0819DZH5+qEG+x3B57n9612V+SAcLYY5jjsFrNmcOuEG+/S2eqvEzXdeZbOJXOwAFrxyPGMhBuXtG9h1VScDK+Rj8/V6lawfn3SguLsnIVExjoiCh6DK0ycnIRz+bsVTsgIVaX4PzVp5h0JKBzHPdUREAkALcMM9FtriAcFbn7qDaVeHj7SsRBq8wPYIrGEdlfjCCoOFdzhWIg1QcjKK1hOeVXIHZV5efoVRVzjqgsfAfXotF8HTufyX1hx7u7K4crhkBBtjqf3fM/gvlfAc9O63v2bfMKx1Kxx6Dqg2N1O4H3l8z6Vx+qCFyOS3g4WkbeCcBBxqWnd6H8loupXDqQuSOtpd3C0jbT5jog4w+mccgA/ktJ9KQ05XJX2wjJDVovteQSQcoOMvpXdSAV87qbHQjqfNcpNqJafdK0XWo4+qg4pJSHPmVoyUp9D+S5W+1O64b+5ab7S8joxW3RxE0vz/ACWhJSPJ7H8ly51od9xaZtLifqK9UcNNG8EnB/JaMtHIR2P5LmUlpc7OGLQdaj25M/gnVHDH0ZIwM5Wi6ifknBXNXWfpn2fX5LSdZSRkt/ct7BwiShcT0bkrSfQP5Tlq5w6yDGQBn5LRfZDg5b1+SbBwZ1BIfshaLrc5wyQVzv8AQB+7+5abrD5BuQfgmwcCdbfMArQNtce7T+S7AfYsdPZj8lYbCT2jH5JsHXr7W89CDhaMlpdjo0/kuxHWAg9WfuVpsHN0Mf7k2Drh1ocfs5/Bab7LIW9GkfILsj+Dzj/cx+SO0/gdYx+SbB1l+hHeYP5LrPX/AAy6F3O1rbtZa4o5bm21Uv0elt7jy0+eYuLngdXeXQ9OiyVdp7Lekf7lb/B538n+5Ng6qoNIUFqoYLZbLdBR0lMwMhggjDI42jyaBgBa/wDB4DtH+5dm/wAHP9q/cn8HP9q/cmwdY/wf6dY+vyT+D4/kj+S7O/g5/tX7k/g5/tX7k2DprVO1+l9c2iSw6t07R3Whk7xVMQdyn1a7u0/ELYtpNg9P7M2u52HSk9W62V9aa6OCofzmneWhrmtd3LfdBGeqyCGnSO0X7lX+Dzv5P9ybB10LJ72cFajbK4fY6ei7EGnxjrEPyV/8Hz/Jj8k2Dr2O0HP8WtUWlwOSw/kufNsBBB9mPyV/6Bz09n+5Ng4G21u6YafyWqy1vyfdP5LnTLBgfxf7le2xdcezH5JsHCWWx2OxWtFbXgEcq5p+gMfY/cr2WIj7P7k2Dh7KB/2WYWtHQHvyLl8djI7t/cr22Qjo1v7k2DibaN3nla4oycYzlcqbYyOoaCfktQWcj+54/BNg4yyidjqDj5LVbSEdQDj5Lk4tLuX+L/ctVloJb1jWb6z+DjbaTPcdfktaOkOeoP5LkTLSR05FrstJAGWKdWjjraR3x/Ja8VIfQ/kuQMtThkci1mWp47sUlwbC2lK+iOlcFvYtOPsLV/RXQe6VeqNkjpH56Ba7KVy3ptrLQDylazLVg55SsjZmUzgcEErXbSvPU9lvDLZ1zjotZttJ8jhBtEdP0HQ919DYHZ+sVuzLX7oGD3WsLb8EG1R05x2P5LVjp+vd35LdY6EDutVtLGO4QbaICCCMj8F9EcDnep/BfUY2+nZXNw3og0hBjC1G9BhXHqei03OA7d0FxIHdabnZ7dULi7oQqICJkZwT1VrnEHCAS0HsrSSfkhOVRAVshI6YKPJBGCrQ71KCnqt1W1+q3RBtIOVVaTXYPdavT1CADjqr2uyOvdWdPUJ09Qg1MhVWmPUFXhw9QguBx1CvDgfmtPIPmEB5TkOCDVRUD2nzCr+X5oKgnt5LUbgDAWl+I/NVa8t8x+aDVRWtcXd/6Vcgu5vVXNA7jutNVa7l7INTlb939yoWtIxyhUbIXfBXYPogt9nGfshUMEZ6cqvwfRVGR5INH6JGe7cKjqGE9hhfQCfNVQfEbdHjuFQ2uIjsMr7kQbabOz1C0v0K1buiDZ3WQdwFZ+g2+bP3Le1THxKDYnWLH2FpusORjk/cuQ4+JQIOOfwfP3P3LRksDi7+LP5LlSog4p+gT/JfuWl/B538mfyXL+UKuB6IOHnT2epjP5K12n8Dow/kuZYHonK30CDhRsAd3Z+5W/web9z9y5t7Nmc8oQxsP2Qg4O7T/XpGqfweJ7x9Fzj2Uf3Anso/uBBwb+DuPsfuT+Dw+4fyXOTFGfshU9hF9wIOD/weH3D+SfweH3D+S5x7CL7gT2EX3Ag4P/B4fcP5J/B4fcP5LnHsIvuBPYRfcCDg/wDB4fcP5J/B4fcP5LnHsIvuBPYRfcCDhH8Hf2P3Ko09j7H7lzf2Uf3Anso/uBBwgae6/UV408B2Z+5c19nH9wJyM+6EHC/0B+wfyV7NPefsz+S5iY2+TQqhoHYBBxA6fcf7mfyQafcMfqz0+C5fgeiYHog4oLD0/i/3LUZp9wOeT9y5PgegVUHGxYCB9T9yubYhjBZ1+S5EqY+KDYW2I5xy9FqfoPHYLesfFMfEoNnZZBjJAytVlmZj3sfBbmBhVQbaLOweYV/6Kh9F96IPkbboAOrRlXihgH2V9CINAUkI+yqmBmOjQtZUJPkgtEbAPqoMDoAMKpyfJUwfRBXPxVEwfRU6+iCjubyVC7sPzVOcqh6oBVFVUOO+QEDmAPUrTd3R3U5yPzVPy/NAQkBWuJHXI/NWl2fMIKudl2QqEk91Tp6hCQPMICoT5IXD1Cs5hnuEFDnPVEJB8wqZHqEFewW6rZyevQrdudn3ggr7CL+Tb+Sr7KL+Tb+SvRBZ7KL+Tb+Seyi/k2/kr0QWeyjHZjfyT2Uf3G/kr0QW+zZ9xv5J7Nn3G/krkQWCKMfYb+Sr7OP7g/JXIgt9nH9wfkns4/uD8lciC0MYOzQFXlb6KqIKcrfROVvoqogpyt9FVEQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERA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width="301px" alt="best chatbot for wordpress"/></p>
<p>
<p>They save a lot of money compared to hiring developers to train and build your own chatbot. To make the most of these tools, it’s essential to consider your primary use case. Are you a professional looking to boost efficiency, a creator seeking innovative inspiration, or a student needing assistance with research? This guide will break down the top chatbots by their standout features and price, helping you find the perfect AI assistant to enhance your workflow or spark your imagination. Picking the right chatbot can be the starting point or a stumbling block in your quest to add an AI chatbot to your WordPress website. Pro version also includes a handy giphy floating search for easy embed in the language center.</p>
</p>
<p>
<p>Amanda Caswell is an award-winning journalist, bestselling YA author, and one of today’s leading voices in AI and technology. A celebrated contributor to various news outlets, her sharp insights and relatable storytelling have earned her a loyal readership. Amanda’s work has been recognized with prestigious honors, including outstanding contribution to media. Start chatting in minutes with the dedicated ChatBot plugin from the WordPress marketplace.</p>
</p>
<p>
<h2>FOX Business</h2>
</p>
<p>
<p>Nevertheless, most chatbot providers offer a user-friendly interface to create these text-based interactions. Ensure the chatbot&#8217;s responses are human-like, friendly, and, most importantly, helpful. This process is very similar when you want to install other chatbot plugins on your WordPress website. Implementing a chatbot on your WordPress website can revolutionize your client experience, boost conversion rates, and help your business stand out among competitors. The 24/7 availability of chatbots assures your users receive immediate responses to their questions, making them feel valued and heard. Unlock your business&#8217;s full potential with our messaging and integration solutions.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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Vnz8zDprsLDYpY0xLZRnPZWk7NjIylfNPxswBJGU3qrwnVvg45FmBk/NgZVZ1MaBZYp7AZLgZ4IzlvYBTYAkmtm2tssSmMlmUxsWGXLrdSpBzK2ljvFj31TN0Hw9goMiAW0QoL2JNz5nxvOIuLaaVWFW0bZmhbHeh2yMLgYewgkAiBEgDyKxXtSEBB0OWSVWte93LBbCyi/eUXAJFzewuLm2+w42qkxPRSFuzJL/m1RRYjURu0i5vN1tIQ/pRDwN4kPQaAAedKSpuGzKD/4mhyoLj84+ltDZhZgGqknGWrk/Ii7NjMova4va9ri9udvWKSeZVF2YKLgXJAFyQoFzpcsQAOJIHGtej6EwAAHOQFK2OQg3bNc+Zqb7uAtoKWHokmWWOR2ZJJM9kvEbANlDOhzuwLZi9wSVW+mhU4w6vyDU2F3A3kDh7QPrIHrrEOOY07xyv8AVrVBJ0NiJuXlvneQ6x6lyrMD+b3ZlDW4m9MydCISoXPLYb7GME+bl1PZ8Fsvo04mq5afX6EGyqw4EG2+3DS/1a0GoWytlJDnyCwdsxFlAB10WwFgBoAb2AFqnUmVr6AYmilNYmlshlZ0u2DHjMNPhJhePERPE3cHUgMOTKbMDwIFfMPaGEaJ3if48UrxP/bRmRv95TX1RWvmD1i/9/x3+IYv9ZlrpdmSanbwLflZPiUnS1lPqF+BJPfxPC9YGPmQPb9V/bSEVlNz57/Tx8d/rrvo97sZy2ud51PAD26/VSBhy8ST9VhSS7z6T9dXPQ3YwxEuVjZFGZrbzqAFB4XJ38ga0YahKtUVOG7dkIxuNpYPDzxFZ+zFXf337Il9D+j7Yg5mukQOrKApcjeqm24cTw3b92wdKdgRxRmSO6ld4LFg4ItrmJNx6d162iaSOFLmyRovoAA3AD2W41T7Gwb41hNKCuGW/ZRHfLvGd/6pF7Dj6Llu/wBu1+zuwez3LEWc2tPicv8Ar0X2+Z82/DmN7a/E/bEauHbhQg9Vf2cvSXxSlzf5eXK+rdHuhk069oCsaH4ha927wBw4ZuPC9Ue2sJJBI0Tkhl5EkEEXBB4giu37W2jHAhdzlUaADeT8lVHEngPqFcQ6S7XOIleUjLmsAu/KoFgL8TxJ5k18s/DnbWO7Sr1Kk4pUuWmz0sk+em/7bH3LtTCUMLTjFO8+fh17u4gPKe7wX3ViXvwF/WPqIrBjREdV/tL9Yr2dzzc2bd0k6uto4KPt8XgJoYVZVLsVy3Y2UGzMdTpWrYhlOoBFwO/d5vdyr3H5aH8yyf3jC/8A3RXn3qk8n3G7UhTEGRMFhnH5t5EaSaZbnz0iBS0RubOzrmFiAykNSqWIThmlZHKp4zNTzT01t97nGCi8SfRbX16m3191WfRfo9iMbKIMLGZpCC/Zxgk5VtdjpqBcak6XrtnT3yU8dh42lwmIjxuQXaHsjBMQN/ZgyOkjf1SUJ4XNgdn8iLoGhL7T7Vg8Uk+DMOQZSDHA5bMTmBBa2W3Dws8RHI5IXUxUcjlF3PN/Szo/iMHJ8HxETQyABikllYq18rWJ3Gxt6++to6oup3HbYzth+zigiYI88zMEzkBsiBFZpHClSQLABludQK9AeVr1Rxzl9qnEOrg4LDdiI1K2kxMcGfOTe4Exa1t4A412Pqp6BJsvArgYpWfK0zdsyqHLyuzZio80lbhRzCilTxnsJrcyTxPsJrc8HddPVlNsaeKCaaKYyxdsrxB1AGcoQwfcbrfQnStEC13Xr06q8bHtLB4GHF4zamIxMDSK+JkJaMdqwfzixWOFbFydALnS5AO4bK8kXEmMGbaUSS21RMM80aniO0eWNmHfkX0U5YiMYpyZKqxsszPLsbW0O47/AH/ju4gVhKmXNfuseYJuD7K6B1udV+N2RKkeKVHjmNocRCLwyEb1JIVo5APOMZB0uVLAEjp+1/JR2kqxpFiMHJmlAZiJUMSZWJcs2YsLiwRFuWcbhmIdx6aSbe+xkrPX2TzUY+eg79/qG/7KxB5D1n3bh7a7jJ5N+K/KY2X8Mw5lOAOP7YxSBMgxC4cx5cxYvmbNmva1bVsjyQsYWkEmNw0aqQI5FiklMnmgk9mXQIATl1YklWOUCxK3iKfUxzuzzSI7at+8+4d9MzS37hy4V6BPknbVOLMBmw/wfLn+G+dlNzbJ8Hv2nbXF8ubJl17S/m1E61/Jfx2zsNJi4sRFjY4VLzIkTQypGou0ioXkWRUF2YBlYAEgNS3Xg9EymR8zgZpQKDRUi2IaKU0ORw/BqrKGFTdiJeRR+NNfsqGBVhsFwJFJ5j23FVexUtZ8WFYrbNrqb215KN1gNO+rHDn1gi4P4491VW0Y1DPfffTx+qrTZjLkW5PxiPVoftqgIlLTgFWAig+c3h+6szHB85vx6qrlLqdioxDWqv7fXcfx7avnWLiW8BWGDggLjOxC8TYXqUirZAhj0pxc7MBuHDuOnPge7urdtlYHZxIzSsBxsTuq4k2bscarNJf1/drRHDN65o+Ytz8Ti8+DKkhtDxHHnu7zrrUnBpbcPf4+6t26cbP2etnhllZ3N2uLjhffxqu2NFDcasf9ke+qzjldrr5MomXHRPBZlsU1PyiOHuq+8haO22McOWDnHhi8OK27q+wmHd17QsE5BePqNax5Eagbc2kBuGGxYHoGOgt7LVjxUdEa8K7to9mS4dW3jd3kfVTY2dHa2XT0n266+uqrb22JonKpC0ihcMcygGxlxDRyA3YEkRgMMoNibtpTewukjzEKYCjNG0gu+Zcqkra6r8bPkGXQ2Yn5JFKipJabeJqcY80W2I2TEwIZbg6EXb31X7O6IYWKc4lIyJzGYc/aSH82SrFcrOV+Mqm9r6d5qpXpbOqBmwwbMFy5HKgHsoncOZEAUZ3Mam9yQAQKlfwkmLrH8Gy5spzF7gKZihOUhSSEW5y3ys6jUamzjNqzeniRkhe9l5Gz9mKOzFa/LtnEA2EKvmllQXLx5VTELCrMQj3zK6vfTzUc66WjbR6RTqwCQXEkUDpdXORmLNOshGnmwjzBYXcEH4wpSoX5ItobV2QpOyHKtQTphMwLLhWyqyg+cxJDiQ5gOzFlQKGc6suqhGawq325t/ssmSMzZ1lKlDpeEZnU2U/JDWPFltbUUcDlZfQNC47EUnYjlWuQ9KHYqggu7OF+M+TJnVO2D9lrGbsV0FwvC9xS7V6Z4tcXLCmGYwLJhYYpTFIQznE4RMW2cNYqIcU2TzRlbCzElgQALD35L6Bob72Q5UdiK5ntnrMnw74ovg2MCSMMNIwkiV0hWcYhpHCSHWWECMqgDdvFwBapuE6wp3bKuz3ChypZpWHmCWOK9hC3nkP2oQmxjsQ2ptPoj+FfQNDfuxHKjsByrTtl9KMU0GDnkgjRpsOZMQl5QsUueJMhZoi6qpd73Qm6gbgWqyn6RyLEkvwZrvMYxGXysqjPZpCygKzFMoXUEsmutVeGXRfQNC+7AcvrpOwXl7TWp43pjMiM7YQ/FLKA7EsQkUmU3hAViJCo1N3QrvIq/wCj+OeQS51y5JmRdCLoApDa77kkXGmlRLDJK7S+gaE34OOGlfLjrDH8vxw/+oYsej+Uy19TVr5Y9ZH/AH/Hf4hi/wBZloo04xmmkRNJRZYlr7/Hj+/8eihYSbga31FuJAuR4cN+gp11HI+IHssaXDT5CCBuI46ac9P+ldVHuGMyJq19ACb+O4cz3U/s7aTwuHjOUi4tvBB3hhxvYctwtawrHaEuZiwGUE6KNcpOtr8b778fVYdf8kjofhNo4nGwYuFZU+B+bf40bNKi9pE29JANzjUegkGyqul7cXa2t0Z8Xw3Rkqsbxas01dNPSzRpnRPENj8QFxBBSNTIIlGVXYFQMwJJYC9zc924m/SdsbSjgQu5yqNAOJNtFUc9P+grROuXqyxew8QCGdoHY/BsWul+PZyW0SYDevxXFytxmVbPqGiGNxbyYtzM+HjV4Y3tlzFrGQILKSlhw3upOoW3h/xfgamKqPtDE1XKlGKvHXNvay5K7tdvbo7Ha7AxuGwOEVDCU1HXSySjr153XQudldWs+0V+EY2STDK3/d8OigsiHc0mcaM2/LbNa18uijlPT7o8+DxEkDsGK2IcCwZWGZWt8kkbxwIYC4AJ9PdYfTOHZ8XaSec7XEUINnlYcuSDTM50HeSAfLO2ukL4meXEThXaXQjUKgAATKL7kAAAOp1N7kmkfgvF4/FTlUmlHD2tCNrJO693m7K+Ztu7772z4+or3bvLmXXV51YbQ2osj4KFZViYJIWmijysy5ho7Am44gVr2O2ZJBiGwzoRPHP2DobEiVZMhVQLg3bQEXvoRvronk7dbH5HxLmVGfC4gKk6pq8ZQns5Y1JscmZ1KAjMrXGqgH003T/orLIu0Gm2ecStmEzxAYoECynI0fbZ1GgOUsNwr3U6k4u1rrkefrYmpCTTjdcrfuSvKuwiS7NjhkNkmx+AibWxyviEV7HmFzH1VWeV30nxOz9mwjAs0BlxEeGaSPRoohDK+WMj/NljGqhhqBmAsSCOEeU31yptZo8PhRIuDgcyZ2vG881iqvkIzIkalsoazEsSQLLXV+r3rz2XtHBjB7a7OOXKqy/CFJw8+W2WYSAWikJAezZSraqToaSqUoqLavrqjncKUIxbXNtryK/yKemuNxEmLwuJnlxMccSTK8ztK8Ts5Qx9oxLkOLtlYmxQ2trdOg2DWHpjjooiRE0MszIpIQSzQ4aSQ5R5uYu7MTv86thxXWt0c2Jh5F2b2E0j+cIcGTIZXtZTNiDmCqvNmJAvlUnQ+c+rPrXfD7XXamLBk7WSb4VkBJEc+h7McRDZMqbykeXeauoublJKyaLKLk5SStdGxeWtO/5Yde0YJ8Fwxy5my3vIb5RpfQakcO6u9eS9IT0djJYscu0POYkk2nxHEknurm/lP7R6PY/CybQw+Khl2lkgihVJnWQoJlzZ8MSPOWNpNXQED0Cr7ydesHZ2H2CmHnx2FhnAxwMMkyJIO0mnZPNYg+crAjmCKid3SSs9Ghc7umlYrPIKjSVtpYkj84q4WFASWaOJhK7WLXIEjqpI3XjFcy6+etXaq7WxgTG4nDLhcQ8UEUUhSJEjsFZox5kpkA7UmUNfPb4tgKDydOs59jYrtWRpMPNGkWKiWwfKpukiX0MkRLWUkBg7i4uCPT21OkfQ/aDrjsTJs95gFv8ACLxStlHmrLA+UzFQAoDo+gAFxamz9mq5ON0xc1llcm9eH8u6N/CMSoSU4fA4y1rdniC0DlVvuuXaK3JyKvfKc6cz7L2a8+GKrPJLHBG7KHEefMzPkOjMERgoNxmKkggEVwTynuvODHomAwWY4USxyTzMrR9qYnDRoiMAyxK4EhZgCxVbADzm2byx+sHZ2N2YkWEx2FxMoxkLmOGZJHCCOYFsqknKCwF+8c6QqTTjmXN6eRnZQeSL0zxe0dtyS4yYzyJsmeNZGSJGyDGYRwv5pEWwZ2O6+u82pryo+s/aWE24kOGxcsMMCYVliQ2jcyHM5lXdLmBy2e4AGljc1p3kZ9JMLgtqSzYvEQ4aI7PnjEk0ixoZGxGDZUDMQCxVHYDfZW5VW+VLt/D4rbT4jDTxTwGPCASxOrx3QeeMykjzePKnON6u2lhUtEepPLH6VYnBbKz4SVoJJcTDC0kZtIqMsjsEbehOQDMNbE2te9YeSx0hxGO2IXxcrTyB8VCZJDmd41vlDsdXIDZcx1IAvetB8svrB2djdmRxYTHYXEyjGQuY4ZkkcII5gWyqScoLAX7xWXkmdYWzcJsdoMVjsLh5u3xTdlNNHG+V7ZTlYg2bgeNZ8n/Ftrcm/tfI8bYT4q/2R9VO2rDDLZV/sj6qctW0yNmDUgrIisaqVMpSOHLjz41jG1taS1AFVZBsmIAlVXvYkW1Gl+Wm43076k4VbWUa23nmTv8AdVTsLEkApa/yrcx8oa6cj41bPiFUcvVp6raH1VQm3Mn5qyRqh4DFrICRwNiD9foNTEPt/GlRYhsyLUxKtOilZaLBcbhanhMfRTKjnWXqoAx258Re5vsPup3oxisra63FvRTe2P8ANnuKn22+2oOycbkYMRcDh6RapTKt6nYeiO08rBjzFhfTfx/dWPkNNfbWPPPCYk+OMw5rQI9sl9FNjpYbr/v9Fbz5BX87Yz+4TfrWGpGIeiNOGWrPZm0NtQxMEkkCsQGAIY6HNqSAQBZHOvBHO5SRGl6RYZSSZFzXCMcpuLEAByVFgC4tffnuL3qbjtkxSG7pmJXLe7DTLIttCPkzSD/aPIWhxdFsKAy9kCHIZgWdgSMtvjMbWyrYC1rCkrJzuatQk6U4cNl7S7C4Nlay5XVGzMQFADOBqdSGAuVIp/C7egcqqyAs/wAUWYX0Y63UZSQjkBrZgrEXAppOjGHF/wA2bEliC8h1Zgx+XuLKGy7rgGsZejURlSUGRSvyUdlVjkdAzWOYlVdgNdL6bzefY7w1MpukuHV2jMgDqxRl3sCER/ii7HMJFAsNSQBc0/hNuQOQqSozEAgA62Icg+ETnX5p7qXE7Fhe5ZNS/aXDMrB7KMwKsCCAi2ItawO+scFsCCNs6RgPlK5rsSQVjQ3uTe6xILnXQ/Oa8exbmGpg3SLDjKTL8YXXzX87W2nm6k7wBqw1FxrRJteADPvCwrKGVb/mpGsMul/OKglRroNKwToxhwyNkYtHlCFpZWsFLFR5zm4XMbX3A23VLXZMVrZNMix72+IjZlG/gxJvvo9nvDUhydKcMNO2G7MdG81cmclri4strjeMyXAzCpMm2oQoYyKqkEgm40VgrXBFwVY5SCLqd9rVExPRTDNn8wqZL5iruDcrlLAZsobLpmtensR0fhbswykrH2tlLE3MwIkZmN5GYhn1Lb2ubkAiXk7w1CXHYeZSGySKLsVdM1jGLm6Mtw68iMwOm+mZuleGVDIZPNCZ7ZHzFcmfRStyQurAfE+VlqTg9hQo2dVbNZgSZJGBzm7MwZyGduMhBa1he1R5OiuGIsUa1so/OzaArlYKe0uudT59rZ97ZjrQsneGo+23obuoe7oSpQA5ywIGVQQLklgAd2u+1zUrZuMEqLItwri4va/sJBHIgkEagkEGq+DozAsgkVSGDSP8ZiC0ilGOpJHmlgFUhfOva4BFrDGFAUblAA1J0AsNTqdOJqssvIDKilNJaqkgtfLHrI/nDHf4hi/1mWvqctfLHrH/AJwx3+IYv9alq9P3l4lJ+6y6xC8ee/0j8A+umCKlxITcWPMacR7xf2UyYvR4j33rpHurjF7ejiOdS9ibaxGEk7XCzywSFSvaROUYqbXVrHUXAupuLgHkajsg5jwPuFZ4CNCSGLWsdwAs3yTcnmbbuNWUb6CaklbUn9JOm2PxaCPFYzEYiMMHCSyMyhwCA1jpcAkX7zVZsPGPHIrxu0bg6MjFWF9DqNbHiONRZEt7/wAce6ssF8YekfXRkTWVrTpyE3UVpp4Du2tpSzuZJpHle1s0jFjbkL7hfWw031DrKXfWFEIRglGKslslsVcr7mb6gH1H7PZp6qwvWcR57jofx3HWkyG9uPu3+FWFOQ5C3E7h7e78cKA183ov7RWDnwG73+v8bqWLj6D7Bf7Km4pmBrEmlvSVIqTEvWUvAevx/db20Rpc/jdx9lOCK/nNoD7fQKshE5DcMZNOOwXdqefu9/1VjNLwGg/G88fxupoirKRlnruYMawIrMisSKq2Z5GDCsCKdIrAiqXMszArSZaztSGqtiGxAtOdnSwTlb2A1BGovv8At76bL0FGYlawK1kTQTVGQNmkrM1jUMLmUMpUhhvGorYo8XmAO8EfF80d3G2ota1++tbNZJIRoDpvt31Qm5dyQmI51uV4ju5faDVxhpgwBGoNarg521sxBIOnMei1qkbMxpTvUnUd/dyNQQ2bQDS5qh4bGK+4+o6GpCtUEZjNRxpdayjcUkklBGYY2xpEe8qPbVCj1bbZxF1yAXJsdOFvfVdh8GTv0/HhUkNkzZAu3cNT9ldb8go/5Wxn9wm/WsNXL8HCFrqHkEfztjP7hN+tYas1fka8LzPa7sb2vbdRrz9gobefQPtrWMb0YlLSMmKdM75go7QIFLs7KQkq6tdV7RcrALodSKrFJ7ms2e55+wUtzz9grT8D0XxP5sy4xiVjykKHDZi2dj2naXazWXcAyooIOtZ47orO8UUXwxxkWZZGIcmXtQQub84DZAdASTusRar5I9foQbbrz9go87n7B7q1P+DOJFyuNYEqQLrIyrmXKBYz3IjuWVic5J89nsLPYzo1MUjSPFPHkWZWIzkuJSSpJMl8yXAzEmwvbLcZYyR6kmza8/YKNefsFau3RebKq/DJT8bOWuwfzUVNGey5CrNZR5xbXdqzL0UxBFhjZFPZhNO0tnz5jIc0zNd9ARewtZbKbVOSPUDbsxFtb6gbuZAp+1RrGy3NzdLnmbi53n6zUqkyRIlFLRaqgJSWpaKAMaKWkNAAor5Y9Y384Y7/ABDF/rMtfU9a+WHWL/OGO/xDF/rMtXp+8vEpP3WWaPY+un5B4HUevh6t1RbeHPh/17qkxG49H1H3H/irpxPaqWoy60kWmveo9t/sp9hWEi6D0k/UPfV7ETVxifQ+nQ95Ghv38e69Jhk84EcxccR7x3/VTsq7/QG9dhm+36NNYY2INSZpbDE41rC1S8Wl2NtDfdz9Hf3eHKotqGKvoCm1P4pr68To3dyHgPZTaC2vh6efoH1276Izz47/AH+o60C5MwVaziTX03HiLULp6qzi3j0j66jmWdspGNKiU9FCT6OJPCs2lA0Xx4+rkPx3VaxknLoZKoQa6k6AcrWJv37tP+lRpXJ31nNy5aevj7b+ym7VNzO+piVoArKlFShMmNsKwK1JEdYMlEkZpMYK0mSniKCKoZ5DBWsCKftSZaqZ5Mj5KxK1Ky1jlqLCZSsRstGSpOSjJUWF8QiFawK1O7KjsahoOKiCFpzsjUkQU4BpVMrLKrHmSthRrlawHaDidbg8qhzG5JtvOo76dwrlGDDePaOVTtoYYMBIm47xyPGhopxLlZg4r3B4EH7D9lTe2ZbWJtfW+v11GQWNOtGN+/0/XUEZiUMfwzCs8dMwsQdD9dVci8Kt8BhSVGcegcfXyosTmI+EiduNhz91W8UFqF00FORN/wBfdVWXTFVa6P5A/wDO2M/uE361hq5tqWsOR15G4+y9dK8gcf5Wxn9wm/WsNWevyNmE3Z7WmtfdfdxK8+W+scv9U/Tas23n1Vq0+Ixyyy5YzJEXUJmMChEIe5UBw7AEKSzsSb6ILG9YxubDZwv9U/TajL/VP02rT8LjdqBVDQxk5BmbLHmz3jzHIMUEJsZLKHUHKpuubKHZ8RtIOpWOMqQbpZAv+ecAMe2zqexCOXXOLtbIeF+H3rzIubXl/qn6bUuX+qfptWrvito9nE3ZxhykvaoFVsrdrEIyAcQt/wAz2py57FrXK6A57Txe0QT2cMLDItgTch7QltTKuZczTKBZbCMG5uAYyd68ybmy5f6p+m1GX+qfptWqSY3ad2HYQ2EgCkMCWiOdS2soysCgk1B82ZFtdHpuPEbUJW6RKA9msEYsglg865lABMHbHQCzEC3mgmeH3rzIubgB/V8XJ9hp6J730taqDotPjGucUkcfmLZU1Jcs+bXtG81VCW01zXv8kXsG8+r6qXNWJQ7SVlSWpZIlIaWigBKSlooARa+WXWF/OGO/xDF93+ky19TQK+WnT0D8o46/9IYv9alplL314lKvuslod5X1j8bx3cPbUjDOPRwPLXT1eu4vyqAra1IjN+48ufo5Hu8OVdKLPWKRMKkaHfS4hN3o+vX7aSOTQceBHeN3ouOItuNSXUEm3O1vRoLc/rpyQ9O5Bk0ynlceBvr6jamSLH6vQdR7K7r5I/QqPGY6SWeNZYcHHmKSIHRpZ80cYZWBVrKsj2I0Kqa9Sbc6ttnTRSw/AsKnaxvHnjw0KumdSudGVAyst8wYEEECkVMQoSy2ObicXGlPI0fObaC+c3pP11jDlN81wQNG+9z5A778+Fn0n2W8E8sMgtJFI8bD+srFSBz1FdH8k3ZsM21o4poo5ozh8QzJKiyIWUJY5XBXzbmx7zzp1T2bsJztDMulzj8p1+od3d9d+NYivXXln9GMHBgcM0OGggb4XbNDDHExHYTHKSiglbi+U6EgHgCPJbwEb7Acz7t/sqkHnipdRFKspq5gdQD6j9ns09VOJGBq2nIcT7vT9dXnV/sGXGYmPCYePtJZ/MUsSFiHxmmewICRKCxve4FgCSAfanV31DbLwEYaaKPGTgZpMRi0V1DDUtHE94oVU7iAXAtd2teq1a0ae+4qrWyaM8GYnEgkgEWudAawiHHlr6+HttX0bw8OxMdngQbLxZX48KfBJytvnIuYqR6BauCeUZ5PMUEMmO2WpRYwZMRg7s47NblpcOSSy5Bdmh1BUeZlK5XpHEpys00JjXjLQ8u0ldQ8lrARTbYwkc0aSxsMRdJEWRGthpWF1YFTYgEXGhFd48sXopg4dmo8OFw8D/C4xnhhiiYjsZzlLIgJUkA5eNhyq/E/5FDqRUqZXY8b2pAawxp81v7LfVX0b250H2cMHKwwGCDfBZGDDCwAg9kTcHs7gg63q1Sqqdu8VN2PnWj1ixp5/NzKNRfQnU6d9dp8jfoTHjcfJNPGksGDhzFJEDo00+aOIMrAqwCLM9iDZlQ8qZWeRNvkZ3rscNvSgV9I9vdWWzZ4ZYfgWETtY3jzx4aFJEzqVzoyoGV1vmDAgggEV869u7KfDzSwSC0kMjxOOTIxU+0UilVVRNoRUVivNOSsptl00F7m+vH28K7v5JO1tkQ/DhtRsEC/wb4OMYsTXy/CO17PtFO66Zrc1vwr030SwGwccHbBwbMxAjIDmLD4dghYXANo9CQL1WpWy30fiUjSzcz52SKOYpm1fQ7pRJ0dwcghxUeysPKUEgjlgwysUYsoaxj3Eqwv3GvM/XK2zpttYFsB8GfDPJgI2XDrH2DH4T+cUoihSSpAa4NxYGppTlPWzta9xeIppczhWlZqlfSbbHRTZOHjeabBbPiijUvJI+Fw4VFG9mPZ6Ac613Yc3RnGOMPAmx55GBtCsOEZ3yi5yoUu1gCSADYAnhSliG9VF2KvBP4j5+iOsslepvKl6j8Lh8O20MBH2HZMvwjDpfsmR2CCSJTfs2VmW6LZSpJsCPO4H1a9CZ9p4qPCYcAMwLySMCUhiUgPK9tSBdVCi2ZmVbi9w2NRSjmMNShKE8rNUIrC45jxr6CdB+prZGzIs7QwyugzSYvGCN2B4sDJ+bgXhaMLpvJNybfCvsPaQaGM7Kx1hdo4zhMQVHBsqFituDC1uBpPHvqk7GpdnytrLU+cbLVhsk2uG+K3PnzHdXozyifJ8iwsb4/Z4bsIwXxGFJL9mg3ywsSXMa72jYtYXIIC5a1nyVtsbMimxZ2o2EVHjhGH+GLGyllaTOI+0U6gFL27qtxE43QiOGkqmSRw/aEWUkeFYYSBn+Lu4k7v3+qvoj0Vh2Bjy4wkOzMSYgpkEUGHfIHzZM1o9M2Rrf2TypOlT7AwLLHi02Zh2dc6LLDh0LKDYsAU1AOlL4jvlyu/Q1+hPfMjwXs/Zqpr8ZuZ+wcPrqTIK6x5SGO2dNiYX2a2GaIYdVf4KI1j7TtJScwjAGfKU1OtstcseOnNNJXMk1lk0Rintp8LWUcdOFaoy0XoMhK6J5BA/wArYz+4TfrWGrQLVv8A5BP874z+4TfrWGrPX5G7Ccz208etwbeq/wBopOyPMfR/5qeopN2bRoRHmPD/AJqOyPMfR/5qeFLRmYDPZHmPo/8ANR2R5j6P/NT1FqMzAZ7I8x4f81HZHmPo/wDNT9FGZgMdkeY+ifvVnElu+/danKLUXYCUUEUVACGkrKkNACGkpaSgAFfLPp//ADjjr/0hi/1qWvqYtfLPp+t9o47/ABDF/rUulMpe+vEpU91jgYcvAn7b04tu8eB91RgaejF66EWeouXGylDtYsB8rM2g83XzrXGu69+POsIVPd4r9V6iK2mm4m3ptqT9QHcT31sHQDo+2PxeFwi3vPMkbkbxH8aWQd6wrI3pUc6epJLUvGeW7ex7N8lPo18F2XFIw/OYwnEsePZuAIBfl2IV7cC7VH6iutH8o43a+HLXEOIEuFuRY4S3wXzLfJMmHM9z/wCZHoHUsfs68DwRMYbwtFG6AExXQorKDpdNCAdNBXJuqjqAh2VjExkOMndlikgaN0jCPE4TzSVAIyvHHIDzXvrlucZKTe7tY83VnxJub8f6OMeWP0U7DaAxKL5mMjDE8BLH5kvcCV7Nr83aqvyPEA2zFrr8GxO7duXj7r16I8q7ov8ACtmSSKt5MIwnXnkHmyj0BD2h/wDTFefPI/A/LEelv5PiN1/mrzvW9Tz4e/RNeX9WOhSnmw7XS51ry6G/kGF/vn/489eN1a32g7j+OdeyfLmH8gwv98//AB568ctH3j2j6xb21bD/AOGPz/UVg/dfiemPIM2Ihl2hiiAWRIMPGT8ZRIZJJhu3N2cOvGx3Uvl6dMJ1OH2fGxWJou3mUXtKzu0cKPYjMidnI5Q6FihOqrUDyFekKxYvGYN2AOKhimgFx5zYZpBMBY6sUmja3KNjwNbj5ZnVxiMUIMfhommaBDFPFGpaTsrsySIg1bIXkBCgt5ym1lNs8WliHf5eNtPvqZ68c1Sz7jxXhIMVFJHPBPIk8bLJEyvlKuDoVygBeXK2m6u14fywNs2Cy4fCMdz/AMml84bj/pQFyN+ltd1q0fo30SxeLlWDDQSSyt5oAVgq5mYZpXIyxIFuSz2tpxsD3XHeSQyK0j7UhREQu5bBMQiqt2Jb4WtwACb2Ggq9SMIyu3r36hUpQXOxoXkozq+3cG6LlVvhJC8FvhZrganQHQa1636+er59r4RcKkywFZllztGZBZUkS2UOp+Xe9+FeSPJRhy7cwa8B8KtoAbfBZrEgE2JGtrm1em/Kt6aYvZmz1xOCcJN8JRCSiPdDFMxW0isouUXW16pXz8dW0f8AvkLq6eRx6fyP8QQR+U4dQR/3STiP7xXqLpPFlwc678uFlF/REwrwTL5U/SAAntUGh17DDG2m+3Za1716RyE4KcnecJKT6TCxpNWUm45mn8rfsijk3ufMyUan0mvdvkg9FfgmyYZGFpMaxxbH/wDjkAGHHoMCo9ubtXjLoJ0cbH43DYNf9InVGI0Ij1eZh3pCsj/7NfSDH7OvA8ETGG8LRRugBMV0KKyA6XTQgHTQVq7Qnrl7ysepy3qJ60vyjjdsYctcQ4hZcLqLHC2+DeZbXL2mHM9z/wCZHoHBvLR6J/B9oriVW0eNjDk8O2jskg9a9m/eXNdv6pPJ8h2TjBjYcbiJG7KSF43SII8ThPNJUBhleONx3r31L8rfop8L2XJIq3lwjDELbfkHmzD0dmS5/wDTFIp1IqtaOz0/j6i5xbhrueBdpbNEljcgrexBtv3/AFV60/8A09MH2cG0hcm8+HOpJ/8ADkHGvLgFer/IKH5raP8A6uH/AOCSmYmCyNiaU3mSOdeXjs/tNqRecQfgOH3G2gmxnL01yHqwwRjxmCGYsPhuE3kn/SY+ddt8t3+dI/7jB/8Aexdch6CD+W4H++4T9YjpmVZIv/qv0EVZvO4959C+s3o+2NwOLwiMqNiIXiVmvlUtxNgTb0CvOPVN5KGIwW0MNjZ8fGyYaYTiOFZSzst8qlnyhFuRfRri40vceg+ufa02G2bjp8O/ZzRYeR4nsjZXA0NnBQ25MCK8b9WnlJ7ekx+Fgd1xaTYmKFoTFh7sjyBXK9hEkisFJYNcgWuQQCKwxjJ073Vrvr0XRG9tZjuHlfdaGHhw77NRs2Jm7NpgAbQwo4kFyRYvKyCMKt9M5NrLmZ8hXYirg8XiiB2k2J7G/Hs4I0YDu/OSyE87LyFb15T3QzD47ZmIaVR2uEjfEwS2GeNoxmZQd+SVVKMu43B3qpHM/IT6UoUx2zmYCWORcZGpIu0UipBJlG8iOWJSxt/4yc9GuV8PZLn9dP6ENf8AkK/Q0fy5ulmIlxq4BHIggjiYRjc88gMjSMNzFIzGq5hZSXI+NXn7BbFxcTJPDiJI542EkbCRgyuNQQQAFPs4V628rLq2mfEjaUMbSo0SxzBFLvEyaCQqLns3TIpYA5ShuQGFcS6MdGMTi5Vhw0LyyMQNFOVb/Kkf4saDizEeOlMzKUEk9Lf7EVatSM3Y9u9UHSBto7MwWKmUdpiMMhnXLZTJbJMMnBS4bzTuBtXg7rS6KRriJ8OMwGHnmSNs1rBZCmvE6LavfnRjARbL2fFHJIBFg8PeWU6LaNS8sncCczW768F7Z2n8KmmxBBBmmklKn5JlcyFdNPNz5fVVMNBOMr7XX7lsbJpRa3Oz+QFskQy7UActmjwW8k2s2K5+movl47JE2KwYuVthmNwSNO1blWw+RKtpdo/+nhf+LEVB8tJb4vCf3Vv/ALrVNKK4rXc/0J4knh819f7PN+wNj9jfziwNzqSdTbn3Cra1BWhTTEjmym5O7HI1rLLWcK07kqrGR2I5jrePIJH+VsZ/cJv1rDVqSQ3rbvILH+V8Z/cZv1rDVmr8joYTme3aKKUUg2i0UUUAApaKKACiiloASilpKACkpaQ0AFIaWkoASkNLQaABa+WPWB/OOO/xDF/rUtfU5a+WvTm35Sxt9x2hix44qSmUvfXiUqe6zBVubCnS3Aes8/3cvH0IkuU6WOutxobcLHh9dZRtrm5a+vh7SK6MT0lx1jw5aevj7fsrs3kn7c2dgsXNi8fiY4GWLssMrhyWaUkyuAqtbIiBb8pGriiGmdpbPWUDNe43akWvv3EX3WqZpyjYrWjKVNxjuem/Kv66e2TDRbHxsgyl5JpcPJPAS5ypDEWTI7LYyuybriM8K8/f9oHSA3H5Rx247sbj+V7j87VNsbY4Q6Hfu37928n0+u1bDhuf9UeINvqBNMpUfZSV1Yy4fsuMv8m57J6H9fux8VgofheLijmkw6pi4GWXzJWTLPGQIyLZswHMWrg/UrtrB7M2wZZ8Si4RFxMceIIbK4chYiAFLDOBfUem1ccx/RKKRi+qltW1bUnjoRa9SJdigxdk5LAbjqDpu430Ou+opYaUYSjbfnfTn3DIdn1qWeLtZqyPSXlX9Yez9oYOCPB4lJ3jxPaOqhwVTsZUzHMgHxmUeuvMjrUbAdHBG2YH079R6zVhJFTaVPLBRtt33/grh8PKnFqRETFTwvFiMLI0WJw7iWGRd4YbxroVYeaVa6sNCCCRXrPqi8rjZ+JRItpg4HFgBXYI74aRhoWQqGkiudckgst7Z2315SaOou19jROozKM+/MLg24Xsdfd6az1sLneYRiKGZ3W59BMd17bEjUudoRMLXtGssjn0KkZa/qrzZ5Q3lG/lBGwWCVosK3+eZiBNiADcIVUkQwk2JUkvINCFAZW88J0cX5xtyubeF6ssFs1U3e4D0D7arSoKDulr3u/0sjGsNNv2tjofk69JIMHtTC4rGzLDEnb9pKwOVS8EqKCFBOrMq7q7f5VHWTs7HYBIcJiknlXEpIUVZAQixzKW85ALAso38a8o4zBh1KtqDbjbdqKg4LYQRgwJ9vvpjpviqbV/n4l6lN3ViZio7qwG8qQPWDXu/aHXbsWTCSIm0ImZ8M6KAsurmMoAPzfztK8MBKpz0dS9wSOIFyft561Fajma0277dPEpVTex37yVNs7OwWMmxWPxMcDJF2OGVw5LPISZXAVWtkjjCX5StWz+Vh11dsmGi2PjZBlLyTS4eSeAlzZIYiyZHZbGV2TdcRnhXmXHbJWRVBvdRobkcrmwPG1JszZAjNwb+O/dxPKrSpt1XNr67adLcjPKLtYtG6ydvHT8o479Nx3s/PV7Y6Hdfux8XgoTi8XFHNLh1TFwMsvmStGFnjNo7WzFgO61eJMtVGM6PIzFhcZtTqdSTqd9Kq4duzu39P2KqVjZukuCSKeVI3EkSyOIpBe0kYYhHFwCMy2NiAa7p5IfWFs/Z6Y1MZikw7zSQtErhyXVEcMRlVtxI3153wWGyqFve2gPdTG1dkrLa97jcbkaHfuNNrRzx2M0Hllc7T5VnSjDY7HRz4SZZ4hhYYy6hgM6y4hmXzgDcB1O62tc16KYpIsThZZGCxxYnDySMdypHMjuxtrZVBOnKtf2VswRXANwfTv05mp0kQIIO4gg+g6UflStbSwiprO574fry2C62OPgZWG4pKVIPMGKxFR4OuPo9H5yYvDKbb0hkDW/2Ybn0V89G6MpwJA4C7fepYeiqsQAT4t96sfo66PzX8Gx4mP2j1F5RPlF4fFQtgdn52SW3bzupjLRqwPZQxMBJZyArySBLL5oBz5l4BszaOMwU0OPwb5MVhyWA3iRG/zkTrudGGhTiCbWNjWeyOjUcW7U+i2vfqSfWas5YKc4pwyJWXnr1uZKlVuakuR6e6q/Ky2VjEVcYWwGJ3Mrq8kLMN5jlRSQDylCkbrtvO+7U69tiRKWOPif+rCJJnJ5ZY0JHpaw52rwXjejME+rLZ/nDQn0gWuahr0IQfKJHIlreFwKzqguafydv2Zp9Lidl6/PKAfav8jwqNDg8wzgkGXEFSColyErHGGs3YqzFrKWI+KOb7HhIuCbn5Z5ubFvbceqstnbFRBpvGmmlh3AaD66sYoQBYVpW1krLp97s59eq6jOu+TF06wOzpcX8NxKYft0gEOcOc5jMxe2VW+KHW9/nCo3lOdMMJj8Th5MHOs6JAyOyhgFcyFsvnKNbG+lcX6Q7CTEBc97pfKbkWzWzaAi9woqPsLYQgJym4N9Nd+mtyTyFUiss3K33a3T9xnGjwcnP+7lmxpstWUlMs1MMdyy2eb39X21O7GqPD4vJckct2+tn2a+e2mh4k0t7j4bCYGHUVfeQgP8sY7+5T/reHpMHslrqQbg8gDWfkKD/LOP/ueI/XMPWbELY34Tme2aUUlKKzm4WgUUUALRRRQAtFJRQAppKKKACkNLSGgAooooAQ0hopDQAq18tOna32jjv8Qxf61LX1LWvlp05H+Usd/iGL/WpKZR9+PiUqe6zDjUgIbAWOuu7hqB9vsrF3YnQnzu8232PquDQ0lz3cPQNB7K6MUej5jscJ5Hwp9Ij+CB9tMxLeuk9TPVm+1ZZIUlSExxdqS6lrjOqW806G7X9VOhZK72NEIqzbdkt2aCkJ7vEfYatGhsgbMpYvZlF7iwNidNL3N++vQX8VvE8MZhx/8A1SfXmrk3TfoRJgcY+CJ7eRTGt4kb84ZUR1VE1Yt54AHEin0pQm7QdzTh+HVlanNNrWyvt8zWkapHZ3rtvRrybcbKgaeaHDE6iMq0zj+3lZUU9wZqpesHqXxuz0MxyYjDr8eSLMDGPnSRtqq/11LAcbU6nWpOWRSV/vnsaVXw9SeSNRN9P72fyZyWSCossHdXU+rDq5fackkcciRGOMSEurMCCwWwy+m9b7N5M2Itpi8OT3pIB4628KmrUpQllnJJ/P8Agz4lUKcslSaT6O/8Hm2LD8TuH4A/HfUWZbm9b/1j9CcRs+UQYhMptmRlOaORdxZGsL2OhBAYaXAuLwOr7omcdiosKJFiaYsFd1LKGVGcAhdfOykDvIolFWzJ6b3MksN+a+lr33VuppXZUdlXUOtnqwl2XJFHJIkvaxl1dFZR5rZWWzcRdTf+sK23Ynk74mbBx4tZ4h2mHGIWEo+ezJ2iJe9rsLcNL0luCipN6PZipUIKKm5Kz2fU4GErLJXQeqvq9faeI+DxusZETzF3UsoVWRdy66mRaw6zegbbPxJwrSrM4RHZo1YAGS5CWJJJy5W/2hTMiz5Oe9glgnnyfmte3O2xoXZ0nZV33oZ5N+NxEYkmePCBgCqSK0ktj8+NSoTTgWzDiAah9YPk+43BxtMjJiokBL9kGWVFGpYxG91HEozEb7WBNLVSlmy5lf757GV0KbeVTV+n97fU4eI6Xsq6D1VdAH2liDhkkWJhE8uZwWWyMi2sutz2g8DXVH8l7EW/75h//bkH2mrVJ06btN2Yqpg4wdpySfRnmns6UR10LrG6tsVs2RUxCrZwTHJGS0cgG/KSAQwuLqwBFxvFjXSdi+TVPLFFKMXABLGkgUxyXAdQwBN9SL2qJunFKTkrPZiZ4FJKUpJJ7Pkzzp2dKErvHSzyccfAheJocUFBJSIssth81HFn9AbMeANc26FdEXxeKiwgYRvK5TM4NkIVmOZdD8ki3OqxyTTlF3S3E+rs2sWmuqNP7Kl7OvSn8V3Ef+cg/wDbk99c56zeqXF7NKtMEeJzlSaIkoWtfK2YBkcgEgEWNjYmxtSEqc3aMk2LXZym7Qkm+hzHs6n7Hh+NzsLe391d06M+ThPiIIMQMVConijlCmNyVEihgCQbEi9tKXbfk7Y7DI0sUkOJCglkjzrLYa+YrCz88oYE8ATpVXOlfLmVyvq6N7ZlfockiTSmZwK6H1Y9X0m05JI0lSIxIHJdWYEFstrLxrfW8mzEH/S4P/bk99VqZIPLJ2YS7Nyu0mk+jPPAHGn7X1rc9ndXeImxsuAhCySRSSI76rGFibI0jE3Kpe3M3IABNdK/i04gKSMZAXt8QxOFv/6mYm3fk9VEskPedhcuzLe80jgYWltWxdJOis+FnOGmjImBUBV87Pn+IYyPjh9wtrfSwIIHU9heTlinQNNiIYGIv2YVpSvczBlUH+yWHeamcYQV5Na7Cn2XJe80v38Dgz021dC60+rDFbNKtLlkhc5UmjvlzWvkcEAo5AJA1BANibG3PZQd1UcVa61RzsVhpUnqR5aRYqzG8i261z6eVSAtVsYHIinBlstvnD8cL1u3RXYxe19w0HnAePqrScc2XKe+1bJ0VxVuJNyCe701SyuaKctD0L1cdCnXK+aPKbXUkG4765F5E6227tMcoMYPDHwiun9WHSOOLKWOnHU7uXjwrl/kSvfbu0zwOHxhHoOPhI+us2L3RvwO8r9x7TpRSCish0TKikrCOdSbBgSN4BBI9IoAdFFJS3oAKKKKACiii9AAaSiigApDS0hoASkNLSUAC18uemYvtLG/4hi/1qSvqMtfL7pSt9qY3/EMX+tyU7DK9WK7xdX3H4DSKbNpqDp/taH06fXSRoBvPqHv3D1XrJMa1ghIyAtYW3ZjrqNd+tYKRuIIPcfsPvroRsehTdyXE/LQd32nefRur0j5EY/lmJ/un/8AtHXm2FRwPiLe8e2vSPkSD+WYn+6cCD/40XKmT/xS8DVNr0ep4fujoPWZ1U7UxWLnxEGNWKGQqUjOIxSFQsaKQVjQoLsrHQ8a0ryUNljEY+fETMZZMNCCjSMXbtJG7MPmYliVjR1F9wfuFa15Q3SrFRbUxsceKxMaK8WVI8RMiC+HhJsquANSTu41B8nTp8mz8aGmNoJ0MMrb8l2DJKeNkYEH+q7HW1PSqPDuN024q1lbktO/TQ3LjPBuGZNunHLZWdrK6721p4m2eUL1iYw46fDxTywQ4YqgWGRoi7ZFZpGZCrE5msFJsFUEC9yeieTD0ymx0OJw+KYz9iIyryeczRzCRTHIT8exQ+c1yQ1juo60upZdoz/DcLiI0MyqZAy9pFJZQqyI6NpdAARYg2BuNb2nRTYmE6OYOaWeYPJIQWawVpWQHs4IUuSbZmNyTqzMcq6BNSrQnhlTgva0srap6Xf6mSviMLUwUaNNLPaKSS9pS0zO9uevPW/lrnk/7LXDbU2nh1+JEHRO5BP5g7yFsL91WW2eh+1m2m2IhldMMcRE4viTkEKiPtB2AYg5rOMmWxJ4XuNb8lvajYjH4+d/jyxmRrbgXnzWHcL2HcK3rol07P5Wx2z5nuDIGwuY/FZYUZ4h3FbyAc1fnV68qka03FJtQV7q/S9vvYZiqlaGKqypqMmqUc11e6tFSa7+fhc0jyx9oxMMJACDMhlkYC1442CqA3EdowuBx7M91+BdFNpnDTw4hb3gljlsN5yMGK6/OAK+ut+6/uiL4LGSas0WILTQuxLEgnz4yx1LRsQtzrlMdzcmuaKNa34WnCNGKTurfqacLCnTpU4xeZW3631f62seqfKf6P8AwuPZ7x6l8SuHDD5uKAyt6MyL411GPacUU8OCXRjhnlUcBHC0UQHrz/7prV+pvEpjdmYF385oMi9/aYVjGrHvIUN665vt/piF6SxHN5kbR4E8vzqkH0WnlFz/AFByrjxpOqnRf5FN+L5HHhSdeLwz/wDUqj8XfT6l/wCT50U+DY3a5tYRzDDx/wBhnea3/tmGtI6sFj2l0gnxDgOiNPiI76huxZIMOe/KpSQd6rXcesTFJgcHtHFJ5ruhkJ5zGKPDRf8ADGK8j9TfTIbPx0M7AmKximAFz2TgAkDiUYJJbjkI41qw8pV41Ki3cVFf/Ov1NWHrPEKtWXvSioLxUVfzdrHTfKg6wMXHi/gkE0kEUUcbP2TtG8kkgz3LoQ2VVKgKCBfNe+lrvyVeneJxDzYTESvMFi7aJ5CXdQrojoXN2YHtEIzEkWbWxAF71q9VkW2TFjcLiY1Zo1UvbtIpkFyhBU3V1uQTrcWBAtUnq56FYbYEE+KxWIVnZQHky5VVASRFEty7u7etiFAAtqmVWi8Nw0va0Vra5vv+BEq+HeEVJe9ZLLb2s2l3t9rQ1jq12ImF6R4yKMBYxBK6KNyiU4WXKBwClyAOAAq06y+hu2J9oGbByvFB+Zyt8KZEUqqhmMIbUZgbjKc3eDWp9QvSI43bmJxJGXtsPOwXiqB8OkanhdUVQSON66InTww7bmwMznsZ44BAGOkc/ZhgByE1yP7YS280yq6kKt42bVNXvr4/MdWqVadfNDK5Kir31vZrNbv596uUHlfbSiGGw0BIM5n7UC/nLGsUqMxG8BmdVAO+x+bVz1q42SLYMbxSPG4hwFnjdkcAtCDZlIYXBsddRXIPKc6JPhcYcQMzQ4u7qzEtklAHaREm+m50HzSVGiV3bpH0WfaGx4MLG6IzwYNgz3yjsxE5vl11C2qryU6dB30zXb8r+Qh8OnTw9paZrtv5N6a7bHKPJv6w8W2MTCTzSTxTK4XtWMjRuiNIGV2JexCspUkjUEWtrddLNhpB0lwToAPhGWdgN3aZJ42IHDN2YY82LHeTV71W9U8WyXfG4rExs0aMFNuzhhVhZ3ZnN2Yr5oPmgAtoSRbQMJ00XaHSLCyx/wCZWTsYbggtGkcpzkHUZ3Z2ANiFKgi4NMzQnVnOl7uRpvZN6/fyLxnCdac4bcOSbtZOWtvnt5HR+vTohtLFzQPgXZFSMq5XEtAAxe4JCsCbDiATWPlC4kRbHWHEOsmIf4MgbjJNG0bSyKN4Flck/wBYDjWv+VJ05xmBnwyYbEPCrwuzBRGcxD2B89GIsOVq84bb6TT4qTtMRNJM+7NIxaw5KNyj+qoAquFoynGnKTVo6qy135mejV9mjncbRd0kva35v+D2C2zcRPsLDxYUsJ2weD7MrJ2R07Fms9xl8wNx13cay6ldjY7BQYg7RmuuYOnaTmbskVT2jNIxIVTocuYgZSdL1A21tWXD9HYZ4XMciYPAlXXeLmAHuIIJBHEE0dKoht7Y4kgJE1hIIwxA+ERf5yBxcBg2oXNuJjfhWb2nFxdsrm03bVbfT+yrlJ05QdlCVRpu15LZ9dn/ACa35OOJSTaG0pIxZJM7oLWsj4hmQW4WUgWq36b9Vm0MRiZ5osd2Ucj5kTtJxlGUC1k80agnTnWq+SK18Rit4PYJcHQgiTUEHcQdLVsPTzqu2niMVPNDikjikfMinEYhCoyqLZUQqNQTYU+rLLiZWko+yt1foaKlW2Jk1NR9lbq99tDTvJu6Sw4bGYhMTIFbEKEWaRtDIjsSrOx0Mma4LbyoG8iuk9Meg+0Vxb7Q2fiwXcf5iYt2dsgXKvxo2XTMFYLY65q491bdC8LNjsRgcdK6SozJEYXVVkljdlkS8kbFiR5yiwJyt6K6/wBCurjGYDGKYMWTs4XvDI7M5BQjL2eQRAh/OEiZTbgdQZxEoRqOSkk3HZq6kui+/mRUnCM5TU0nl1UleMl0v10/0cd230rxa7Tw0u048smEkizqI1U9kJM9wFJD2uzKwJB4Gu89YnRz8rQwS4PG9n2ZZ42jYmKQsFtmMbBldLaNqVu2mtcp8pTbGDk2lg4pGOSICPGSREZo1eQG18rDNGpMhWxsHta5rZsf1NPCIptj4yRGbVmknsroQCjI8EVnA181gwYEctSbi1TnfI7aaXj/AF/ZClBunPMoStppePg+n9mk9eG1dsxw/B9oCIwOylZY0UozR+cLSABlbQmzKpIzaWvXD4De/GvWvlQbRSPZJgndXxM3YqlgAWkjZHllVd6rZW13eeq/KryDs6Q3e9xuIv66rSnnp3slq9tvE812rJSipWS30W3iiSYhe/PU+rdWQpuV6bDmoPNSMdqpdL/NINObE2hY6XuR9WvO5pBICCDx0qJhMMVItrY6cLAg76W9x1N6G+7F2m1xrxFTPIVN9s4/vweIPjjMPWrbPktWzeQef8sY3+5T/reHrJiuR08Duz23S1C2ttSKBC8sixqBcliBXFulnWJidolsPs0GPD3Ky4xwQLbiI+LNbgO65Ua1gr16dGDnUaSXNnUp05VJZYq7Ng6yesBnkOAwDAzkfnpxqmHTi3e/ADifGomycMIVUIWuvyybuzcXZt5YnUn7NKg9F9gRYWPJHcknNJI2ryPxZz9Q3AbqtTXzHtvtuWNqJQuoLbvfV/t08T13Z/Z6w8by1k9/4/k61FewvqbC55m2tZVih0HoFZV9Rjsjx73Ci9FFWIC9FFFABRRSE0ABpKKKAA0lFFAAtfMPbw/yrjf8Qxff/pb86+nimvmTtJb7Wxn+IYv9cetODX/PDxQut7j8CrkS9zbdv09V/wAcfTWbodDY6jXfvG/1nf66Iib7/E6evu4U6V0O+28a7vnDwsb8hWuJ6HmJGp5Hwq96O7dxOGJbDzTwMwyloJJIWZb3ykxspK3ANjpcCqBGNPK1OjKxopzcS62jtOaZ2kleSWRrZpJS0rtYBRmd7sbKAup3ADhWETn5p9V/tvVeiHfw5nQeJ0p1bcT4C/129l6fGfMdxne5t/R/pbjMOMuHxOJhXXzI5JUTXeciNlv32rDHbRxOJa8sk08nBpJHlfvF3JIXTdu0Fa1E3Jd28nW31DxFP4fEEEG5Gt9NPTurTCor3HLEz5b9S92Z0hnw5PweeaAkWZoZZIWbW9mMbKSL8DR+XpjJ25mlM2YN2xkczZhYBu1LdpmAAAa9xYcqo+dOIaYp6lliJLY2/FdI58QAMRiMROFuQs08soUkWuokZgvfYaiqiVKr8PLYg1bRtmFPjJNEOrmJezOk2LgXJDisTClyckOImiTMbXbLG6rmNhra+gqrmx7l+0LuZC2cyFmMhfNmzlycxfN52cm99b3rOWOo8iVDFTryRP2x0txkyGObF4uaM2JjlxM8qEqQQSjyFSQQCLjQgGte7Q1KkSo0i0p6bGKriJMuNgdK8Vhr9hiJ4Lm5EU0kYJ5sqsFb1g01t3pLiMQQ08805G4yyvIVv83OxyjuFhVK1Yk1XNrcTLGz6lnsnbk0DZ4ZpYXsVzwyPE+UkErmjZWykgEi9tByrLG7fmkkEsk0skoKkSySu8t0tkPaMxe62FjfSwtuqprEmjNzM7xs1szYNrdLsXOoSfFYqdAQwSbETSoGAIDBZHYBgCRe17E86mwdPceqhVx+OVVACquMxKqoGgCqJAAANABoBWog1mTUpiZdoVFzLva/SnEz2E+InntqO2mllse7tGa1RMBtWSJ1kjd45FN1eN2R1NrXV0IZTYkXB4mqomslNVcmZKuPqN3bLbbvSDEYggzzzzlQQpnmkmKgm5CmRmIF9bCqxZKwY02TS2zHPFzk7tmxy9L8W0fYNi8U0OVV7FsRM0OVbZV7Iv2eVbCy2sLC24Uux+l2KgUrBisTArHMVhxE0KlrAZisbqC1gBc62A5VrYNLmquct6yq9TdOjPSnEI0jR4ieORyWkkjmkR5MxLEu6sGcliWJYm5N99Xv8Ocf/wCfxv6ZiP2tc22diMrg8DofQf32NbDelymWj2pVta4/jcc7MXdmZ2YszsxZ2Ym5ZmJLFidcxN71bjp9j8nZ/DcXkta3wmbdy+Pe3durXpTUa9VcxfrOquZhtWckX43ufXvPpvVr0T6aYzDjLDi8RChuBGk0iITvJCBst+8C9VTx3051B6QwFUV1H+bYH1caJVmo6i49oVM/vbmxdLMViJB2szTSNIhKyTM7M4UkaO5JYBrjQkA1p0uPYm4U2JUm17mwtbuvXWcM4xeygVN3wUhYjj2E3nE+gG/qjNc3liFzpcctLD2VhwuMdfOmrOMnFr6xfzi0/mI7SlK8W3dSimn9Gvk00RcJipHbXRdSfWNAOVvXVgR3mm72pM9arHIbHYzapMJqLCKlIKXJajYPQlQtVB1H9KJ8Hj5mhcxdpG8UkgXMVjaeJmIHMZQfVV7GtbP5DODSTa2MEiK4GCmIDAMAfhWH1seNYsYtEdXs56v5HdJdgwykPKWxJOoaeQyqeRCE9lrv0WiXpBhkkTDh0MrHKsMdmZbanMq6RqoBYlraA1adf3TmPZ8HYwBFxEq2GUAGNOLabu6ufdTPRIwocVMD20w80NvSM666XDyaE8gFGhJr5n2v2SsPTdXFV5Te0Y9X829Fu7L9j3OBxvFkoUaaj1fd9PkdFoNFat0Q6YJip8VElssJXs2/1i6q7egSDQ8mXnXk6eGqVISnFaRSb7ruyO1OrGLUW9Xsd82bNmRG+cinxAqReqLoRic0IHFGK+rePrt6qvK+xYCuq+HhU6xT+dtfqeGxNPh1ZR6Ni0tY0VrEGVJekooAW9JRQaACkNFFABSGlrGgBVr5kbXly7Wxp/8AqGL05/yt6+m618wekn86Y3/EMX+tyVpwbtWg+9FKivFoZEmuoB14j7RY+2pGEZbi9wDoeIsdL8CLAnmbXqKRTsI1HpFaYs9I0SMRAqk65wCRmGgNjy1Iv32oR+Vh6Br4m59tNhjckaamn1sd+h5jd6xw9I8KdFloobtWQFOmO3o58PH7KAtMRewLTqGsAtOKtNiyyRKk3nvN/HWskFNtw9A9gsfaKcQ1oRYeUVJwstqYSnFFOiGxcR2am5oajYSW1Wam4rQrNESWYqZoqiSw1dTRVEliqsoGSpTKaSOmWWrSWKo0kdJcDFOJCIrG1SWSsCtVsZJoZAoYU8FpHWixlmiPaktTtqCKLGacTEVgRTooK1DjcyyQwVpLU7lpCtKcRMhutlwM2ZVPG2vpGhrXctWuwH+MvrH1H7KVOGhRPUsXGlRmFTLVhHHSrENmMUdZzRXUg2sdD6+6nCKZlqbCpOxj1V9Jhs/FiOb/ALvLeN83xTE5sb/2DZvRmHGrTrF6LNg5ytrwvdoJN4dDqBfiyXynmLHc1ant7Z4lW24j4p5Gui9UXTWGaFdk7VtpZcLPIbBhuSPtNMkqXyo9/OFlOvx/PdourgKvpdOLlG1qkVvlW0l3x1XfF9x1sJGGNp+jyklK94N7Xe6fdLTwfiaG8FYpFXVOlXVJPF52Hb4Qg+S1lmHq0R9OIyn+rXOsdgnjbLIjxt811KN4MAa6mA7TwuNjmoTUu7mvFPVHJxmAxGFlatBrv5fJ7MYjWn41rBFrDGY1Ix5zAHvNbXERB3RKeS3ppfJj6aJs7G46dhmZsHLHGvORsTAwv3AKTT+weie0MYbYfDMiHfiMSGhiANtVzLnk0/1asO8V1rqm6lsNs5u3kY4rFm95WXLGl2DWiiuQCCB57Fm00y3tXk+2/wAQYTCq2bNJfljr5vZfeh6rsXsjEVLycbJ21Zn0P6KTYqY7Q2hcsxzxwsPWrSKdyj5MZ1vYnkenUtXPR7YhkIZ7iP2v3DkP63h3fM6tXFdsYmyV3yS2ivvd8/oe5hCjgaXd15tj3RTYnaXdx+bFwB847vAfX6DXCNo9F59lbUDLG74eRyoZFLDs5Tu04o2Vrf1a9VRMoAAFgNABuApXYHeL+kX+uvomB7Fp4fCvDtXzL2n1b/jkeWxGPnVrcXpsun3zNU6BlleRCrAFQTcEWIOm/mG9lbhTfa0dpWjs3APB0FRu2k3Z2tu72FYvE8eo6lrXHb0XprtKO0rflZnHb0l6b7SjtKMrAcopvtKO1oysBykvWHajvpO0oysBw0lYdpSGSjKwHBXzC6SH/KmN/wAQxf63JX07javmB0ra208b/iGL/WpKdhv8sfFEPYw4mn8Ouo9I+uooOtS8G2oPK58Bf7K1wR6QRRTqisFp0VdMYh/D31t6/wDodDTiqD3H2e8e31UylOrTosvGJmY7b/x6OdZqtEbEejlw/HfTyqDu07ju9R9/iadEvYCui+se0n7azhjvxtpxrLLpY8D9YHupAtaIk5TJKfU0yFp1BTYk5R5Km4WSoS0/CadErYtAL0xLFWUDVKC3p6VyJQuVMkVRJoau5IajyQ1VwMlSkUckdMMlXMsFRJIKU4GCpSIAWkYVKMNNOlVsYZ09SOVrEpTxSjLQkZp0xjLSgU4RQBVspknAaZKQrUi1YlKrKmZpIjlaf2a+V1PqPr0rJY70PBS3TM7Rb4mU3CDjqTyUb/WdBUoJUTAec2bmvtFr1ZFKzZCJMYlA4fg1EmqZKKhzCjIKZEcVA29CrLkYA33+irNzbU1VTecbmrwpX3MtaVtja+gPWjjcEBGx+F4caCOZiJUHKObU2A+TIGGgAy12Xo/1m7NxqhZGWJjoYsWqqLnk5zQtfhZr9w3V5sKVnASDcfuPprzvaX4LwOMk6kE4T6w081t+j7zq4L8V4rDLJO049Jfz/J6vPQzZ7+d8EwzA8RElj9EWqdszo9hYdYsPBGeaRRqfELf215U2dtR4mBjLxA/G7J2jJ7/MI8K2cdLMcpBXF4hkPN89u/zgTYV5bFfgTtB+zHE5l/2zL95HoMN+MMElmdCz/wCuV/wemKXBjtJOxQhpcpfs8y5wgIBcqTcKCyjNuuw5150k6S4ph52Jma/KRgP92wP1U75CRvtjHE6k4Ke5OpJ+F4fUnefXWJ/gKdCzr1Vryiv3f8M6ND8WwxN1RpvTnJ/sv5PV+z+joQZ5fzhGuRbW09JGY9xsPTVqm1o7Aklbj4pBLDRSBZM3yWU6X39xqdIN9QJdkxk3IPyBoSLCMMFAIsbecb63OmtgBXq+z+z8Pg4ZKUbdXzfizBiMTUryzTd/0M12rEQxDBshUNluSCzZRoN+uml9x4isRtmG9u0F7A2sdxF+XAEE8gdbU9Fg0W9lsCQSLm1wcwsL2Hna2Ftaxj2dGNyj0a23Zd17Xy6E21G+t3s95nHsFi1kXMjBlN9R3Gx3676eprDQhQFXcOZJ9pJNOVVgZUl6SioAypL0lFAC3pKKL0AFFJeigDk3lT9Z0ux8AJcOFOJxEvYQswDLF5jO8pU6MVVbKp0zMCQQCD55wvWV0n2U0eNx0xxGGMiDEYaVomKh5cTEEsqjspD8FmZWhYqLJm35a9QdfXVlHtrB/BmfspEcTQS2zBJArLZ1+VGysVIGu471FcA6N+TFtWaSKLamPjOBiIJjhmmkeUCSSTLZ40AJaWU9pIWZO0fKNa6GGlSVP2rd91rbuIZ692XiRIqSL8V1V1/ssAw9hr5j9LBfaeNHPaGL/WpK+nWDjCgKoAVQFUDcANAB6BpXzD6Yfzljf8Qxf61JWKh/mj4osRw1ScM31N/wmq9XqXhn3+g+3SnRZ31IkxtT6tUNGp9Gq8WPTJWblTqPUZGpwGnRYyLsTENOrUJGp9Hp8WOiywjxTZOzv5pYNaw3gW37xv3UgqMj06klaYyGRsSFFZqKbjengafEvYcQU6gppKeU06JDiPwGpsD1DSn46dEpYsUF6wkgrGF6lxG9XREoXK6SCo8mHq7eGo7w0WTMlSjcpXwtQ5sNWyphr7hT8GzUs2cnccuW3xtLZjutci9tdanhXOfVpJGlvBTZirYZ8Hra1RpMJS3TMk6JSmOkyVathabOGoUDHOkVwWgpU44ejsKuoXMNSkQFFZE1MOHpDBUcIyTgN7OmysDw4/bWyCO+tUCQ2q2w2O4EWHC3Dn6r0mdB3ujNJWRjiI6hPGTVmZ9bg61EmN9B41RUGxMpW3KbGC5twFM9jVwuErIYStEcPYwVZ3Kj4PSjD1crhKkrgQvxhry9/u3+itEaBzq0mUaYTidBz93M1Z7LlH+b+S319/d3U5iICxH1DgPsrFMJbv8AR7/deonSWwiDmtRcKMj9mdxPmn/4+6tg8haQDa+NuQP5FONSB/peH51jiMKZY1sArKLiw1OpJBO+/I+msvISW+18ZfX+Qzb+fwvD15ntlJKHz/Y9X2ApXnddP3PaZxcfz0+mvvpBiovnp9NffUY7Bw3/AJeD/wBmP7tcb6Vdc2zMNjMRgF2RjMVNhSBKcJgcPMouqtcWkD5fOAuyjWuRTg56Ruekudu+FRfPT6a++j4TH89Ppj31Di2HhiAfg0GoB1gjB1F9Rl0NToMJGoCqiKo3BVUAcdABbfVLokT4TH89Ppj30fCY/np9JffTvYr80eAqq6Q7Xhw4BZQxLxJkXJnHbSCNWIJuFvfXuNCTbsiLlj8Jj+en0x76PhMfz0+mPfTWzcTFKueMo6XZcwGl1Yqw3cGBFSexX5o8BUPQka+Ex/PT6Q99L8Jj+en0x76c7FfmjwFVPS7ai4WFpuzElmRQgyrcyOEHnEWAub3PKpiszsiGyx+Ex/PT6Q99HwmP56fTHvrWuhnSgYp5I2w4hZEV/wDORygqzFd6DQ3G6tp7FfmjwFTOLi7ME7jfwmP56fSHvo+Ex/PT6Q99OdivzR4Ck7FfmjwFVuSN/CY/np9Ie+j4TH89PpL761bb/TBIpZYo8M85w6CTEMnZqIlIzfK+OcpBsO/kbbHsnExTRpLGAUkUMpKgGx5jgRuI5g1eUJRV2QnckJio/np9JffXzF6VkHaeN5flDF6j+9SeNfTwQr80eAr5hdLf5yxv+IYvd/epKvhv8sfFEorC2gbTW4PO44n0g37zmqRh33+j/wCS1UYaXhz9h4Hx09BNSYZbA+oe391OR1IzsWkb08jVWRzVJSWrI1RmT0ankeoCyU4stMTHKRPBpxWqEs1ZrLToyGxkT0enleq5ZacWenRkMUyxV6ejkquSeno5q0wmMUyxWWnlmqtE1OLPWhSLZy2ixFS4ZRVEswp5JqdGZGdGxxPUqI1rcOJNWuFxFvjG31+HvtTou4cSJeYd+FTvgY3k+ob/AN3r8Ko4tqgaAW7+Pj7rVJw2PHOpkugqcW9UT2UnRdB+L3NRZk0PK4A9GpPtsfXVnHKpHC53+jh47/CiXD6D1n7P/jVeM1uZHpuVTw5h3geIHu+r0VDeCrrs7G409FLicICAQLc+4+7j/wBKuqyYiVka80FNth6umw9YNhatnRmnBFIYKTsKuWwtY/BasqiMdSkioOHpDhquBhqzGHq6qxMNSgUYwtZfBquGwtAw1V4yMc8OVIw1ZjDVbLhqcXC1V10ZZ4UpxhqfgwJO79w9NXuG2ZfU6Dn/ANfrp54wNBu5ages6Fj4UcdGSWEvsVEWFt8UXPE8vRfd6T7KBhBx1Ps8ePq8anykfuG7wqO8vKo9Ik9hTwEeZGxGH3cBy4fjvNR3Cis8bPUB3vUZXJ6lXQUVoi1wGLOYgDcAfRlABqP5JG0FwvSCaB7L8JhxMKX+eXixMajX5Ucbc+FQBOQ1+/7a1PrGglhnjxuHcxzQlHDr8ZWQgxyDnlOhB0I0OgNcvtnBuVPNFbavw5m/supkm1LnofRwGuP9YPUlsjajYpzI8cuJeKSd8PMmsmGSWNWKMrrum84WF8qbtb2fUL1wYbbMC2ZY8bGo+E4UmzKw0MkQOrwMdQwuVvZrEa7biuiOHdQrByAuVfPN0S2XIp4Jl0tx43ry9KeV3TaPQMm9Etkx4bDYf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width="306px" alt="best chatbot for wordpress"/></p>
<p>
<h2>Best overall: ChatGPT</h2>
</p>
<p>
<p>Google Gemini, the tech giant’s next-generation AI model, is redefining the standard for text-based interactions. As the latest evolution of Google&#8217;s AI capabilities, Gemini combines conversational fluency, advanced reasoning, and deep integration with Google’s ecosystem. Its user-friendly design and cutting-edge features make it the best AI chatbot for engaging in intelligent text conversations.</p>
</p>
<p>
<p>Effortlessly integrate Sendbird&#8217;s AI chatbot on your website with a plugin available on the WordPress marketplace. For example, you can integrate your bot with the Microsoft Teams video-conferencing software to enable people to interact with it while on calls or integrate the bot with Slack so that people can talk to it within the app. In the end, with a little finesse in your interactions, chatbots can become your trusted digital companions, unlocking a world of efficiency and convenience at your fingertips. Sometimes if a chatbot is answering a question that requires an extra lengthy response, it could cut off the response or not allow it to give the best answer. If you think your question might require a longer answer, give your chatbot a word limit.</p>
</p>
<p>
<h2>Analyzing how AI will impact white-collar jobs amid tech revolution</h2>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="302px" alt="best chatbot for wordpress"/></p>
<p>
<p>As a freelance content writer, Stefan can break down complex technological topics, making them easily digestible for the lay audience. You can add your logos and images and change the design to fit the colors of your brand. If you have the time and skills, you’re free to create your own chatbot from scratch on Chatfuel.</p>
</p>
<p>
<p>This model has proven significantly more powerful than the version available to ChatGPT users at the free tier, especially as a tool to collaborate with on longer-form creative projects. Users have already done some amazing things with it, including programming an entire 3D space runner game from scratch. ChatGPT is built on GPT-4o, a robust LLM (Large Language Model) that produces some impressive natural language conversations. Based on the existing state-of-the-art GPT-4 family, 4o is trained from the ground up as a multimodal model making it far more computationally efficient to operate. If you find that your chatbot is struggling with server load, you may need to optimize the chatbot&#8217;s code or advance to a higher server capacity package. However, with the help of this step-by-step guide, we hope you&#8217;re equipped with useful information to begin your journey.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="305px" alt="best chatbot for wordpress"/></p>
<p>
<p>This versatility enriches text-based interactions and provides users with a truly dynamic experience. Meta AI’s voice mode adds another layer of accessibility, allowing users to dictate their image prompts instead of typing. With voice options, including celebrity replicas like Dame Judi Dench or John Cena, the interaction feels engaging and dynamic. This feature makes Meta AI not only fun but also inclusive for users who may prefer or need voice-based input. Meta AI’s image generation capabilities rival top tools like OpenAI’s DALL-E but stand out for their simplicity and accessibility. Users can effortlessly create stunning visuals by typing commands like “imagine/” followed by a description (e.g., “Imagine/ a cat riding a skateboard”).</p>
</p>
<p>
<ul>
<li>It starts at 20 cents per conversation, plus 10 cents per conversation for pre-built apps, and 4 cents per minute for voice automation.</li>
<li>However, with the help of this step-by-step guide, we hope you&#8217;re equipped with useful information to begin your journey.</li>
<li>This way, you don&#8217;t require many people on your customer support team, which can save you hiring costs in the long run.</li>
<li>Join.Chat is a WhatsApp WordPress chatting plugin that has an option to activate a chatbot.</li>
<li>Figuring out how to evaluate AI models is set to become increasingly important as more AI tools are rolled out and adopted across society.</li>
</ul>
<p>
<p>It should have an interactive web-based tool for designing and setting parameters for the chatbot. If you&#8217;re not satisfied with what you&#8217;ve created, you should be able to restart the development process and build on previously developed components. You can build your custom virtual assistant via a drag-and-drop interface as if you&#8217;re using a website builder. Kore.ai has a built-in conversation designer that enables your chatbot to mimic human-like tones. It generates automated replies based on previous conversations, and you can make final tweaks before deploying the chatbot. During development, you can always test your chatbot via a mock screen to see how it&#8217;ll work with end users.</p>
</p>
<p>
<p>Take customer engagement to the next level and streamline business operations with Sendbird&#8217;s WordPress AI chatbot plugin. AFAS Software has teamed up with Watermelon to improve customer interaction through the use of advanced AI chatbots. You can foun additiona information about ai customer service and artificial intelligence and NLP. You should consider a platform such as Tidio, which combines a ticketing system, AI chatbots, and email marketing software. Once you&#8217;re happy with the look of your WP chatbot, customize the messages your chat flows will send or go to the Lyro tab and upload your question-answer pairs. Having all these features in mind, let&#8217;s quickly look at how you can add WP chatbot to your business website.</p>
</p>
<p>
<p>Meta AI has quickly established itself as a leading force in the world of generative AI, particularly in image creation. Built on Meta’s advanced Llama 3.2 model, Meta AI offers ease of use, integration across familiar platforms like Facebook and Instagram, and cutting-edge features that make it the best AI chatbot for image generation. It considers the full scope of your business, ensuring trustworthy content generation. This feature provides confidence that the AI understands your brand when acting as a help bot and as an AI writer.</p></p>
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