mirror of
https://github.com/hwchase17/langchain.git
synced 2025-06-20 22:03:52 +00:00
Add how-to guides to [Run notebooks job](https://github.com/langchain-ai/langchain/actions/workflows/run_notebooks.yml) and fix existing notebooks. - As with tutorials, cassettes must be updated when HTTP calls in guides change (by running existing [script](https://github.com/langchain-ai/langchain/blob/master/docs/scripts/update_cassettes.sh)). - Cassettes now total ~62mb over 474 files. - `docs/scripts/prepare_notebooks_for_ci.py` lists a number of notebooks that do not run (e.g., due to requiring additional infra, slowness, requiring `input()`, etc.).
1 line
13 KiB
Plaintext
1 line
13 KiB
Plaintext
eNrtWXk8VG3fR0UllDbtEy2UYeyDbNllyy7rmDlmhtnMZt9pU7KVKGmxlESIJEtIRNbKkiJRRPYk+3vOoOV+7vt+lvf5fN5/3vmDM+f6Xb99+V7XBKUyASoNTyaxp+NJdICKQtPBL7SooFQq4MYAaPSQFCJAx5ExScZGpma3GFR82yEcnU6hKYiLoyh4MTIFIKHwYmgyUZwpIY7Goeji4DOFALDYJDmRMZ5v1k96CxIBGg2FBWiCCjAbb0E0GZRFooNfBK3JDCoMS0YRYHgajE6G0ehUBprOoAIwOg6AMWgA9SANBmpC9YRWiSg6GsdaWVIPRkPjACIKRqGSmXgMgIE5AQSyu5gtyZZ05AjMdJkZBmayRG+6SK+sbEuyxAEkkA+NQiZh8CQsJAyGAkVQXTFkdxIMTcYAMBoJT6EAdJg7no4DF/VMjQxhZCcXAE2HOZOpoDp0kDeexFLJmUwAZUOcFpVSgLRwdHR0oZHBB29bEgz82AqyjLEFbQdNhYhtbWF0wIO+/BW0EvIgCvIAGYYhoxlE0FWwJZfRlrk44wlguH5nQyBj8WjQk2jIICgA4BqKDrD2g9rCFvdAxMtsQXa+LB0hVc1AGxY9vcSShiMzCBiWaBRoI5lE8FxUlQ7GGYoX4EEBPQF64LfQLKsKIzv/FCQGUyN5/tSM9sNpLJ2WRZHIdDCCMGgHSPTTtYtqoWgwd4BAYEVX7W+tBXWDnEimgSxALUBWMNB+IpkKLDkXD8YEhiJhfnABE5mK+p0LbUnQLzt+SqCjXAHaUtipRAWYI0QlDOYDVRTGRBFEHMHowxffOsKEATeYDwxUwgeGpbP+QI8EOusPIKKwJAJFJ1NZuyA24K7FMIDLMBKKCECGQAt4JwadlRsoCgUKCO43m+hkFgdQhV8Z4Gl/pAMJGMDvjvwTF/zBTJgjmSL8Y1FC9CehpChMTExs2WoyZDPkXR/Q7aD43yUsGfmTj6PoL98kHVmsYMJ/5nYaFMa/Cxko7Ndg/7LxN4f93Ar5y5ZkAJoJoy12HTC1PcmMxWyHWsJPx0Gq0/4ka6C3BDwNKgSUE5kJsEhIZBgZ3EqFsugP7BdznrYoggo4g/kPabccW9oiFeABslwuAAyKjoLRwF6JBv4Jv2WVf7DDsLKHttjC8KAnnBkkVpdfeo93huhBXlDLWV6jsZyFh8qHpQDxX5C62BBhjtbgB25gANfQcIS5Qz0WB/qDwGo7YDQWTaF7UkDerCT8GwdB2Qd6AHIOGk1mQPkI+QKgoal4yqKavxbFYmxY+hChnT8zaMmlLAsBFA3vRABgWDwTWHQupAyrWUGaOQGs1gcGFcD8tWYQp2XDMVBjIgEAOH7EYLq/ehPMgR+mQLuXuhzY4Za9SwXA8UQC+7mhkYOWrr6ZpomtIKtX/9IbWV5aHmmaHihovMIkxFgzTANS2ZSVFwp/NmyWejE0J2wF9T2pePSiy8BcImFtBUWX6X76ECJd2r60RKWDifiH14tLkOMWWS92mh8Mf5L8EqxFSsOlVgYZCCkBW+b/c6ev6K/yCQAJS8f9E/kQeMFC8/CfK6DP4vebCmCR0QBojtD+Wg0sQKIC/zUvmC2LZrEVXWxazuAChUwB94MPVDLaFcwFMBXAZxT48jfVFh99fx3f5iBWgh2HBqUChG2W0h0SQoM5ecLMUJ4EkJmpO96ZDnE9hqJ7wowBKjRXncgMsLQAEMphQWRFJqJIaBB7kTAgQykYEU9i1RZhyVOL7QiiAHVd1B8S/49YS+Fv0Q/ot0WBUENnAr/k4k9oAyYfCSNMpoLzU9jW9kcq2rI8BP791Sbou4go7C8of1rLogMJCXQW4VJ2sQglkIifHBYN+8EAigtrJxSGn07/rSYl/78m/78m/+WaZE0Ed4A1JugwCsMJhBC4xYFrSiHT8c6e/1lZ/UUl/TJg/jKBpf6DBD5KxQPO4IQkggcnz8U8JoJnMeCfJfKfR+8vwsIiXU4PFnsxmNFieGwO0tB4AGpHzngWdDkoCjsITn4A4wk9YagoIgp6oOOoeAIBPE6Cz0stDnpE/diDIuFB+AJgDtr9lix/lktLkf5hoCeAov5rhkCUP42AuYPIgQoQQEgCYP5S6o86+qNYDJ4KHr/I/6Jo0i9Fvij95/5/014IO0Pv/5lYNZgEXAIBWyT/AWt+T48/ynQmkFE/Os9iMf1FPemC7oMgIRn8D509lxIPEgdWCw6PxUHAGgSfMKSYzF/WEljYYF0TAOgyArpuEPS1A98QwcM/AXqFpdDhUmIycHCbExmiJYFvwZMP5BsARQS/OKMINLBbgOOMyDoNgPzBtwgxhG8qDkCBM5R2IQlHptEjM36/MMkEMS0AcgdzlwzdP0Tew3rhKaIgvHUmgBakgVVGAljZGZnmCgAUOIoAItaUxV2R91kIEs06xIhD9Zm+VJVwyJX/uJwG2QYHxy2JHvnACFRCTVfc2JOOA7uNhJiMpBjivgecBh3zCQCNBiegQH1SKKz1x78uUFBoV5AJfOnWKDJlcXPGrzRkWmSyAQptZPobSxQVjYtMRlGJstI5v76ngrAeTwQiU9WN/1Hc0uJPcVJiEggx6azfGNM8SejIZFYYHv62GaBTPeGsc0PkDUTGsn8WZ1dkkrSUtNTtxesfGhCcAh0VGbSgJOja50VV6tKF1U2jY8tR7GDbmgR2RiCyyIwBxltSEmaEpsMkEZLSMAlZBRmkgpQsTNvALF19SY7Zn8Yhy4yKItHAIx9ccznuqWgcg+QKYNLU/zTiRVDEQXMg/cFEhQMe0L0GfEmryHQr+FIyw3U1chbTC06mYsF25sUSG1nECr27l4c7Bs3AYHBMdyJC3ktaCu8EMNDOD5a2UMDhBooBFYITaZG3ZOVkMpZWlp2fBtqKAOsZjpAo8IBDVUbAE/GgQ1l/ly7kaJFJMggEIv8fCehkV4BEi0yVRrA+xb9SUAEiGDVI9k820vLy8oV/TrTMSgokQSCkC36nogG/aiMhSaTl/yPBEoskCWkiLd1jmR6Ox0S27QO/OMjIyUljnNCALCAlh5GWlHaSRQNO0tIYhLQzStrZWfYR1BvRIB8onBQylQ4H0QqDiqd7RraJElEeUKkpSUnISMmCtiqCaAZNYGAAU4aTBhmygqYIo4CNn4zCZKprwdVRaBwAN2VlYGSqhrWhmoGuepopqKY6meyKB6LesK9wcEA7OzgRldQBYwlpE6KzGVnOhGjgbqnnhCCou+tSneU9MMe1NHAnjms4eDlpWjPdpOEScpLyshKyUhKycAkxhJiEmAScbECXQrjJ6amZkJGux5AWZIoHxhCJIJkbyunKkYlUZ7SpBqBtRnXTRaGkQJVNmBRndQdtPNbIWe8oYOnkroGSI7hL0DAOOF28mJSUNdrAkuQOWoOi45TEFaErQXCq0JSWagQO1ggcqhA5BcnlClGEYVg+UBL7vSEqwnTodIoReKpWhJlCzgTA/+DQMsXTASVDEI21xYA+YDDxGCUzhAeNiqM7SBpJGbkQrK2IZD2GmQtOiiFlrC9lgvdyxeMkZaUMvTzR7r84QRIB5u6SH2QR0khWHv5U/T/UKs8K/mvJw40WbyYiU0lkGgnv7JxiClDBEopMQxPIDAzY26lAChhzEzXryAdIjKwTAiknJSsvi5BHyMrAj4Jdc5nbjwaRBA2GVBQBzDEmOjIHJ6UkqCAtLSWoCCOilJCyYEGxLtoDUxbndQX7uT1hq9lYnxWE4zWkdsT6woHDp5VkAgjf2T/esGlQN4U9+ugmzB2W0iy50eV5xOEe1PdO7uqxWzpiKyXK4xKsSZJ7n7wyXtvgWlEwwaT7zoyPHigsnJv2dduTwV1Q4m2sOUcPTpyf2ziWRKnBviq0PJ/rWqQpG858wHtbIHrgqxOToayUaBR2DWd3Xvb59vpbU/kCblsvkaTj6s6qPWJqoUNMZp+HrHd6mSgi9Po7b/LlHu+kCgHzYOPdu9ewl7aFBJxt1LB4GrFHd/B05HSrubmStnaUbBT/wa7c8pG9Nzbx7+vxpgOi6NZSnoUIk6PGhNu6D21tw8Ok1kTlRaWlKSRsprzWvFhggh0MIPN13XP1odQgR7h8gKqnE4LXz4abNFTVqdeTpPbOfzvWPz/Ao5zfPB70jttEsjC+3t2PMhsrpHiYM2rXYe+bh8TGybNbZLIlZa+lb3vQ5Jp+oUmXaTI00DAsylzFI+Ngm1265oM2hrD1sDoP5x79Bbc5yYdtKqDbFxZWsImmxF18yMHG9jc/pez7659SAKITgIGiv/gjSpuJN4gDKQzoNxMbG0lJhN1vKAW6lYf/2AJHYVBwBEISgivL6MJh8XYOInYC0aastKDvz8G2/v8Byv89QElBs3p9ZNvYcqtXM7E2J8ljCFhAxsVSnirJZBw/7oE94eUuY+SJ8XTVkEQ6GDKMLJCu5gY/u5z0j1avSXLBuTrLubjj1dUJbloWKEPA3ZzCIGpaWssTj2HpOsdNkBgDMxTKgahvedzEwEJLiyTpKs2UtPZyMTRy09OXk7WU9xQjqp8gMJwNLcjqDngjLbDVLzdhqgRBAuN0wkSG7kox0zsho+fFBAfaUXUckUzWtnCWlLa21PJEEnQQYthf1JOT/JMm/EdwdhMp+e9BM4H/E2j2+A/QDAX9AAiCLzwWT4q8cejfQW7pS2CLVdKReX9e0P81eHdTEvE36O6/hm3+NzBR5r8HEyES8PO/gIk3EX8KEmUlpQA0EikJyKEAhBMC4YxAoqWdUJIIGScnpLST9F9iu/8CZkDKAZJIEP06/Xcwg4DwT8xgZvmcNwcRXzhpOjuduU3ki6wvWjfgflzIfozh3vUcK1eH8eQ7+MXQXbVoo6XzmJqP02nVC9OViSr+M+liu8c7/eenZjJSpob9fXvHZnwWZupVFuYuqPjPz061kGf9L2pe2expz/iYOfvQiuGZNT/Xu+eTP3Y+sy/Rf97irL1jnfKXXYdaJzkRoXHTH98UXSW6kdZi0ilPo8zWYyMZxacqsAqOG/oAg7YBsaDGBvxlt7imvbMyXwJfIl7FhgSn5rjF5DXsNNmxf69TTu3n5t1Jg/jhmpY85iXsVhxCNVrD9qnZxKcj5HXSJCEjQn9AfFpkj/q+j5ZJK+D1nwzFhsf4n/Adf8zhbFYN3xGu9+1rWwS+9ITnDH/BGvevoaXfjdNq9PhsNsRdzvl+lJzw0Vb1HlLn6U7M/vbdxiVP6i56OMErDj8NczQY2X/5Ve9V9qDk1hiu9NP3UWdKQrYplVxgL2zzOauZ4vK51/eWcoyb33jokIEw8xE1wtRiV2TT0PG8tZEn2U9YaRg6zdRpZYzo6arsSxF/m2pXlJ9jUk0qFqjafo7PqvyI4hPdbo63043wWztHCaq33Q/E69ueOuulohZSft7jRoNijZDAKpG8JM5uY6WWHZcENDdNFgUbpmNf00RjVqmW2o853NXqr8gNsZd0OBpEf/QpZ3J/wEafM4lbcr5pTci8IW11PPDd8Nw5nydvre+w3Y2egnXIiA9coGbKWfs85JGHlTTdKdDl3+Tbv9cGpmz1bX6Ut+J9mqBlhVqeS2+L5rVNMyGG0XnAxuZszupPx/f1HaDUpX3pY4uLLZls7/nQ4rrp7WaPbsGw/Pnj3CI2B2Rj1IsPyr7WOHV9ozh785oTScOVwj23TM73tAdgMfkFq53VIte2Bn0PeIVH5xCLX/DEvERrrouxZ5d6mbJyu1BCpLuH1PtKcRGszRapS86vaF9Wc7/1fX/mCCHrnjZcxz3ika26/x6cYoLGl/dH9ymust8+z09y7pK7Pvbhaeohy5ef98lsFS6OCrwc+rC5/fN2g4gznTxjD74NEcYHGstQUkCPwzWb/Kr23UfHkfeqTDdfhstxizvqq50uRGZobx8krKpuu+gkv92ebj22O+id1KPp4dvmWmID4Zwxjy31sn2PTZif/rImO75diN42mLPX9f2K64fZdGLN1Ya57bJ6qqucbur13CNbMB5clzi3fywqbduZNPKg31WFhOs6xQMhxwvWMjUlHIfi9ghbPm1m305sFpSyvOS2GX3jFFXB0Gqlj/pMZYzaE9unV69TrzyJKTm84qY9AbGwllMhbM+xAKdXbE4vp3gtitZxIPcnHyU52bOnVaNXtif0r/dtydrUm7cpcOtnZrHqDT38Ewa8MIEriMA/eLX53Cjng9TeW3RVUp6SV9qTPQvRuBN9J1UQoSfyop83eoV2C046r1lBHHYqtuHrzgvh4DqLGI3Y+jhN+Z2GH0fg3XYPS3xycMvj5MAdkuJWT7+0xWVzm7JvqooSn4ndm3T19TrKmdht6jV9wh8Tr7MdO4FQnlEiS3HfCs2y3+/hzn0uvuTJKfZtM83dxD2JfYciiIGZgXoanzvt81txtx3vbV4t1WGaHKL0PlhgpWnwtVzlUNqDBPEAkWf9NZVlN1D6NutxcVrhQ/2NqWuHNm561Cx0SMC+TnYqQVC++xksIXGSd01L1inu3oK+KVS12/kJx4OW6RfXex8m022M9KYH5JJ8ZBfaVYa3NBt+7mJswGKvbNnJJnuCV2OjVmaHqKzRjfJkeDandOgV10uNRvU6DUO6J+HW37roa9Y5mffeVb/Vv640RsVsLN04c2MG8tL9MDGR6XvkaJuk+w03T94+mj6QfujdMMIPJztGv9wStmJYrNWAK3hnjKxAi5ZCzPU8ZLBVbZ5Ca8VaoQtnZ9X6aJ6hMaa2nAjL3rPrhssv5J++uEK0rEpI8+hbtxzyN7bg1Nz1dt5FA7UhfRzHiWNP07o9ru6QVgnIybtYoubYlKunuJomsvlM00Bxzqbu7aqHOr5VtT28YWgjTKToHVp1DLEQAE98uuXZac+Zi09EFWQzZxTX8b7ePV4RiDzsoO2ef9moEpuJ3tiknOszcjNd51W98hqHLpsojSkfr6ke3lteNSHlK+8qD0bIf4vPsfqczs5JCTPiMQu/+w1pBLMzPuU+pV0/P1iiKSQsbJQm3hn9csUWrIpqRnQRO6rmaVDY1tUr98vwKRdqH7tzd3DFGLqi1mvywEpEcdL27EPVoS/nvsjBkHaMEPu61GvZrTkByLfeIWtdn6dctDQZKR+f6okt6OQK5axMfyxkk2Sfr1VpuaJkOljzffO0wKFYXeppv6+aez0aP/q5Dr/3dqCPpK5toJnYXr9MFVU40RTV9blfqqy2Qeit15Uen5nkEPHt/A49jkanGIYrkAeuHbPtvYl9kWCwNmLYbqqm5ZH9XZ53ajVX8uqt4naLKYbffX/zlezRie5b9Twv4LqTzNVtmIWkr1/cVnncS+XZFif3Cil0HuY/WnrOW4SdJ1eC/cAQX9VtZb2izST/wIq5D0L0NeNeRSvXl0skZuoMshv1esmJjzwuER8k31L+6D56N9H5Y6Y+Vv5lrctWj4c254XLj4SEhBbznVPdb/VhdrUj19V9l6l2aumGfM/WnIrje9wdrl6AfPfkjcEcR1NUxnyBErGg2BOm87ru/Eh7SXj3dIbkqmzNfkFGjyZX9FeSKq1V8ykn+j0hpVbT9obo4bWPshsszQuSst++FukoQR68upOad6PZWrDRfRXP1oOzAgG1KUIKJ8dEbEkDphwvuicOHGR/1X1iszf37IhZRVrjnZu7OB3PXj1q6Lqn74pMFs/6/XUawpcTHWs+acMYzYGCEzm9kjeLVdnuXnavqlc545W7DanpnrDTf7LxxubA0F3SQTfDIs5/+HYcI9srjblK8jz9zs3thtXWBBVtC/PM16Nn1Mz3eVO/HvuiL7BbEMade9a1wzPoIp8t902utu6PPBwFeaOeXLS9AX4ZuVE5bz2obLw1R3R8msTpPKO7jjV6t/l2lqS3MHM3n46vf78w1kUXjJnqOvWi7vaT7LHmXS7nKFrVzDtsXQ++swNdyfxGqaoHPwxcDNrTeS9V/GVtXRnbpyZ77b72hZoT3FsIpROq6dVO/bnbuvX8eO5q0J9vnQi9OshJDzRZb1aSEH/PSBN2kzl4Oltsuqr4rjF7yWRJAO9LmSgjAYu6ExuvxKJ7B7R36G/NFNIq83AUfCmrKqXjcvVOU/uN8x2OOMfR8BtCJQnmJWJ8VTDy9KeBhJxmskrki5hHUcGfPlBqptQCtZ6aiLJX8LWILwTa1m6Y/gy/NnY02NzH4kzuNZdTLlOawSWF1Y/4Mp45t6cYS1vHCqhVIcuT6tYrvPiobms+OWBu8IXfbO/o3Nz+mErU3iI2p8MFMzXMQ1Ln9khzOBR/P0+1knqjpMz3XPgaW2zYiVOuhcIrWq0f84vMkRruNLxZYRu/QnCtNfx+fo55qd1Qx9zYwCmHIsMb+VIm9O+ftTM67C6PGQ5zZ17iwV5stBPOuaoRLlY2Mebxer/otWcVvX7TXUP3jm5/ty36w5RLAoClDhmVbPCS06qSNTNMsgqVOd4WHZeV8LYz0GNfn8o08gLXbE2NBxAXneMzvtb26pTOTvmU7q8zRniiuk7Boer8OKVM9kfKW6sUOW2L5ma1w7Nre4/NDRjNjlTYXDrNi5GweTwSM/u1wf9g1tEp2lZulSMRTY2UfW64VfzdhbCssZVI6S0zqxAuR77n9nTuPMQRGpxlZ7tQ61DdJLuKKlri6+GD3Ab0ph7mGQgTlCqpbUu7sJZTa2TLmUD7SQLx1Png+NPoF615yibzunvuWyQLDe3R53Sel5JteFHNkXwltZkQU+hjTD9/hr8yqtK8LXB3da/n08O0L6XUQ9f5wrRMTk98GeqmZq7b42JeJqgyWki4tO9uyGavk37UxsuEI4lOW7Uwe2Dl7UN12+vDDnBpvpzOrNhTPlVEW5c/funkkZcSzEuVFu0NHnfu1D/Dwm1d9+IXuuuD00PMupuPZhjvFnynCry7c3KojLx71J1vzmpcv0qcoh8RppmldFJax4ad1+ThhwV26FJKP96mPrug4GR9b6bAtlSMhsZ14FpWdNG9tSQdC4vWorVrhRs4DD75JwZO1lQrmG08nOd7baD4hDXJ8J3t08TDVjOBpeiMW/1iYzAHH71zDhdOHn/uJu/h807IS02uZDvN0uKGiqJSbkb1ZUPyQE0pLsyjv/2hts7pDdWUBL79R17hh5VXsIdTUcfLYQyZNWUD3GiJ9u4PnHyvewWPbbmf2BKw/a1witmHVPH8WP69qeGr7YyOMC0vHTEycE9rSzrre+CYj5tGy5PTpcig3q2kybEEiu6cTMq7A8KONG+f2483l+x1M1mVMbXF+8muNlhEQGzLXAaxfg9CcZSyav8pwS9miqCp3mrZZWcEcyP8V5maH1q5k9wp9xonywhOqdH2KO3dlJu80VzI/YCDMe3khf6Zz9G8ijObS63KtZOuej7cvpmyo2tuxzEz3w3VrUObMKo3bx+UfDfLlvet85PVwxB3e+/7L00HM0QL1Z+dzApP2Hak/FmWgNfZ0lvxp/wy1zZTXCMoPXmErq7DT+TWGJOLB5t0g7K4hJyHRkrH63eZ0nSSUgJ5lfs+PEtcl6N5X1EE61L18EG/HM7/VNPpjK+UiJMZ8lNk9oxCtxMeKLEntywu3Ul5c+XordR2GnvSdUXBj2uvfdYx5wsyEXP43pIqbduu/o56AeNSymscOKRUdcfayHdwnlP91cCWL69qTw25TU+ktqzyc/eYWSNRV3um8Zgy/37EVW4Lh8e0grF8H5HpjXmFBavjOh4fEhW3SYznVH2X38W1QVluu5Fbju/CqET988Q74zlcKAefN+LpvCl6B0ZNpnLsolce2qVoOttMRPNXJJ2MLcvJmnvQHpExhb9769Jqq+IpWn9vf7XDsY51VkZxB56YuJumGZ53RkgYBE3IPBu050kNE68zvvDwEHMssRBNvX7pvvfqnYy0o19P6SFV5XlNEl3mfNZUzs7l7lPP5d30Lrj5MpeaiKOZr/TZpsyXxAHb+BvS58WUfPvzha4cO1DWEWZy87YmaX0/80Dh1UdsBpliw5e/GRgIbGyFjWL5mtpes4nPJDJPHb9zd954WmNl9YRu4wE9oNn08Kjq+zjLnqCENa3Mx8c/htEMItYPbw++NxOp4nA0SijZYRopF7RaweacQ1Tb3Df3j71K7y/M3mt1pPNaD6h8eyYypDU82GnZUVp3qzDozui15DLF1KEWvtwznh4BYXilvv5Ur4fPzaruaBq9bgmdMv3cImk7EMxlFmWYWelYmtK/oa1H/s60E3Oth8jOHQuzX8JfX03dyJU+KSakGt35LMlGiA9+Wr0/xhjj25y602qaO3J1ZQGT0I35uKvMLnPTumSHsPucbF2hKqbZI2yrX3HAJ/ZymCbhwsiN/D4Nbzn0o0Q+339sWDP/KJIuzHeFvx815JS65rJa+f0Qve5VQspWVw4LeR5SE5aZo8V15s1MuLrO2apg03b7oPAVW78Qi1ynB7RrnnaY+rg/vC6ufCHznPi5W1zvYtqwuxz8YRvOqAhj55CGOqXtYklMlAna7En96mcZhvfHjcmvDRvEV522yU0poPepDV/JWVOyA1DnV+MviGN2rlbuIsI+vCycdi3mcDPFhDweQct9anwYYOBn56tud37Hx4YVHdQ1eeMk3srrR07omTns9LlfMklaZ3/BftvHF2Wpo0xH0xzFvTi3h93kYtdo/lWOEw7tpkCqYmTMtj4NswagCLGFx56DcOVgq+fupy735Ebci2KMVyYlyluHf6pUff0G89ms4/OHzJs77DzvXjB/WirUKOXSueNZX3KxyvvRrn1fqzJOVM1o2pZ9UNdPZ0529G3M28rWefgAM5Up3bqthP+Jd7W+W3fcM52vDzh9CuENcTN5nIqNRD54qDXG647Id7vhb3Kjt8ujsnfETgWdl6uRXp2RnDUiwJFHJglXD8Y2RhccUtUfki8S90O9CKgrzTbTdpkj2M9nJhLH+s76X5p9UfbiSqlbVR3df3eCmVelqPGl+VNaLjKc3OXiMb7IXlw0+3axAQfjr+ILah9qUkTOv/i++sote9jeB85P7FXa1mEqTbNk9biCd6kw1jQfQb2ztqkt2lvo+Cqah5kt9eXyJlfx75iDepOnRhyN5d2vvha/8U7Od3t5WezhPRG1x7zMzerrDx0ZIm694hVQFhnG1J6KxdbV7jDOimIIcGUZNc6N3WsFqDBRepzjxT5DuY21KitEyMky4ohraQpcK/Yd7PHd3U75iv9Saj+o/oWHs6XWbtaUzZ6q/DWg6dq9GW5qhYdqe6gctr1bsAFXp89X+bL9e0xFXbDBep7W6Q0Pztq/ubBif7KGWWw0+wu/Ic7sTZ83VlTG8vv5dkupP2aGSzdceCBojfXp+kC+zzAP33tX6OGq2rZjkVb7TDQ/OqerqemdOpFaWdF6tnZbWWvyAUGV+jcCOUo1jl27O1896ChWOUOizt/z/14Qmh4dIPREcWE8KeVG3a5t+MPBuBDJed2oY1Uh5WohR8RNnybZOw3GD49/Xrue7vfC0Mon9sGnwQ+GX+hrcw0vDkxh9ub3FruWHECE77soVt+ZVXBGE5fwbveeB/xmc1EqPVnvFdN55r+8fDNiJiDQEerS2Zv8wbdTKejgSsUy4NnjfqZFinqH9AGv1YV7N78tjO6idgTbZSecaxyomxj22XzcDXFAqVG/QUBb7xl+AXM3MYhng118xCPHxIsX4Bz8BJUg2FW8pT1KXgsb/2iuGH3Q/JF6uSceOaL1cuFefc14Y7lfB0fBGNsW8hrG9NzdeOIZV7UXF2KTOxXm9QdpnF/Ts7MS7Na3WnybfzyvzH/sEa9HWhU2f6x777Ry6fBUFbU4iMdaz8p9E45neNj5WKtfQ1Nb22uFBlQUKrbj2f1JinWZ98Uw+uhW/MGJLLYarMXGZzKx+xcqKff4dDgCUYiseHMPn/0bmKFPBw8MSqh/v7gu/ETo3LreMvra1s/mWgW+MyMtc+ze7WMR1DXX5qs8T3PxJ+6y7Bg62Te9xmJB9/i6NxSxBuHDHjQ9kelIRp6rXtbmrcX7JdNnYhKy3Tk9Ta+sj1Ug5fsmNimevptVWXB1p0BRnwv3Rf20O4qTt/t956JLK7TRRqo1npW1G69n2u4QvBD9KvImXckqPlVR5kGfeW3PLoXrbidCC5pSvoZKhxzpGd1nHCPZmcjlPaBaUcGh0DzxyElwagvikpk+085m+3jMbYWnFVsyJqoT7b8nlHbENn44fDN8112blRgCPqzevOBaimqoAWzofnN7+s2Do2MBZ/k2pRMV7+5gTvIGjaUgMYTiaDVqr7pjVoti/6btmPH+2OT5Ua2y0i3lbh83t3sT8EN+VjrZwZWBoXK6j75/kzBKycz+ljjw4fCJhW7q9Sr+REos77b0UHfu8Hs7BT9S1LsS/ax62DLHJZ6lrerKuu2axm7B6NayELXa8qQipXfb68uuvaoP9tsntyTeXocd66YFkMirRzMmvlV2cUrhGN/DPMzuiCzM+FblSvi1FosjN+216pDl/QCn9jn7ixkgLgEnDRzSWh+0nyp6uy1xg2tZrkFqn6fLRUPPiVZ08IuCje/4K7y2u6czSsV2jtNelA+aN0fof3krIKeUjZmv2i1QQpqh3028pp2vtG9zXl3568tiQ+XHZ9ch/WdrkLp8VnlvQ+Cdx9M8dSbXfCc1wc/qPktNGDm7uidKMik+qVjgNfF5MNNb2fie/znUQNYU76Vxrqc9O/ouFXYFXOQynUlJcVVmS8BK63R4HS34fpSPU/Zc1rRnfternRW7w/tflnv7b9w251x34f5MVURDzYUYP2k7ZXUH0h4B+ERa55fOzM5xhPu0PF2o15pjZ+3zpJRPjrJbU+JLP7kOWfqNbHVQORRYW+H/3dLfgA/32s0gZGKhtdZPkNY2eXoy1jTOkEMiVKX74/hufe6Fmhq/m8z4q4/bFvq1T29UTyoe9TyFvk/MvJ++ardB8JNWSgenzP3E4wGDktSXavVOHDVJ5RiXtQKGcK/LEY+voV049drOz3cPqM41WYXUSCptTud96CgawruH9OjNIF2tmq3kpbdk2GyjAL1xV8uc3qaFurTQg3XG/PZc0y/DkyVCa/h7h55ffJPrEPz5nP2BWe+izSOJ/nMTLQvpcuv6ZcU7aioCblw+6T8/nPZERffabPl42bDMyqaDFz4M+y88ChyZTHUdqB8pUZ85FD8PvsmdK3IZmWzgfT6zUDSXCVxfmB0oWfo9u3dXXXwHjI3tfwAQIPT6 |