diff --git a/requirements-candidate.txt b/requirements-candidate.txt
index 2664f4a..421ce28 100644
--- a/requirements-candidate.txt
+++ b/requirements-candidate.txt
@@ -12,9 +12,9 @@ aenum==3.1.17 \
     # via
     #   lightly
     #   sentinelhub
-affine==2.4.0 \
-    --hash=sha256:8a3df80e2b2378aef598a83c1392efd47967afec4242021a0b06b4c7cbc61a92 \
-    --hash=sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea
+affine==3.0.0 \
+    --hash=sha256:573514d5c37e98401a0ec34139c2b725d9f9ae4d074662f4b62a47d6a2ba9f06 \
+    --hash=sha256:d1b15ed1877a4649a623468a97af6b2182889dc748d7f96d59d504e5c83c00bf
     # via rasterio
 aiobotocore==3.9.0 \
     --hash=sha256:5d344e97c518b010bea167c7f7ba4f9e785f9d2b8ac7af4fd00846c62f2c0a10 \
@@ -110,9 +110,9 @@ annotated-types==0.8.0 \
     --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
     --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anthropic==0.120.2 \
-    --hash=sha256:0f0bc2b381dc0eb41c8d886b815d79c2041cd2374f83aed36f574b6dc9c579c1 \
-    --hash=sha256:9722efc10c27a30a69f5338ddacdb35bc6a64297a4e4ba729bf83af873d5fb3a
+anthropic==0.121.0 \
+    --hash=sha256:6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011 \
+    --hash=sha256:e79d6e08ab3376602fc9a70d4d5ea3540817c76cf7e16658bed790834e1833d6
     # via vllm
 antlr4-python3-runtime==4.9.3 \
     --hash=sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b
@@ -163,6 +163,7 @@ attrs==26.1.0 \
     --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
     --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
     # via
+    #   affine
     #   aiohttp
     #   clearml
     #   ecmwf-datastores-client
@@ -355,7 +356,6 @@ click==8.4.2 \
     --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
     --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
-    #   cligj
     #   dask
     #   flashinfer-python
     #   huggingface-hub
@@ -366,10 +366,6 @@ click==8.4.2 \
     #   sentinelhub
     #   terrakit
     #   uvicorn
-cligj==0.7.2 \
-    --hash=sha256:a4bc13d623356b373c2c27c53dbd9c68cae5d526270bfa71f6c6fa69669c6b27 \
-    --hash=sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df
-    # via rasterio
 cloudpickle==3.1.2 \
     --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
@@ -753,9 +749,9 @@ geopy==2.5.0 \
     --hash=sha256:7b6c849f18108dcce4faa3d614e2801107b465f7b05fd3c1db9db12e225ae950 \
     --hash=sha256:8ad8cc226b505ca4d272ae9a2eeba08b8a2c565fc9a04eaefc33ad49c32b51aa
     # via contextily
-googleapis-common-protos==1.75.0 \
-    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
-    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
+googleapis-common-protos==1.75.1 \
+    --hash=sha256:28a1934bcd33b9c9da66ac301a0a4227e3367f095a17d0375cb98f0a09d93b79 \
+    --hash=sha256:d3042c6c5a2d4e67113104d6b6818b59b6bd92a197f2a91508e801fe815cf071
     # via
     #   opentelemetry-exporter-otlp-proto-grpc
     #   opentelemetry-exporter-otlp-proto-http
@@ -864,9 +860,9 @@ httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
     --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
     # via mcp
-huggingface-hub==1.26.0 \
-    --hash=sha256:c8cd4e2df1ba9402f77fce9b509ec1d52debb502551789473f34016acc14e361 \
-    --hash=sha256:e8cca670caa5d8dfa7e45bf45e86b466698198cd8150c021bcdb4a86b9252364
+huggingface-hub==1.27.0 \
+    --hash=sha256:7df6827c2f956c60fbaa64646e979e566db76f619dd0a9729dfb8c5a3eb4f68d \
+    --hash=sha256:c1fed40ea82a6b41b477f5243546549b792ae0a93abcea608cff66089bf8f8df
     # via
     #   accelerate
     #   bmfm-targets
@@ -882,9 +878,9 @@ humming-kernels==0.1.10 \
     --hash=sha256:4ded0998ff085afeddde70baf93f97c2929969ec3d4a63a52cfec5072bc972b4 \
     --hash=sha256:da3e46fb9fc9eba2a9327c2e8135ead68e390c955acd7449f97ee7c71666c8b1
     # via vllm
-hydra-core==1.3.4 \
-    --hash=sha256:ad0f7b05a0242255a8984d5a4ed2f6847f7b783ed727368a2c0155ec52d6c34c \
-    --hash=sha256:e58683692904a09f1fdfffa1a9b86bfd94e215b59f1ee17e7cd7d92738090d33
+hydra-core==1.3.5 \
+    --hash=sha256:71c441eabbde086062045e4d3fce9e26015244f1a4ac721cf3e444c7edf10633 \
+    --hash=sha256:a3ff35b4ea6794e4c83d993016f4bde4ac35797ebe7a08f30e83ed9341880331
     # via
     #   bmfm-targets
     #   lightly
@@ -1788,13 +1784,13 @@ nvidia-cudnn-cu13==9.19.0.56 ; sys_platform == 'linux' \
     --hash=sha256:6ed29ffaee1176c612daf442e4dd6cfeb6a0caa43ddcbeb59da94953030b1be4 \
     --hash=sha256:d20e1734305e9d68889a96e3f35094d733ff1f83932ebe462753973e53a572bf
     # via torch
-nvidia-cudnn-frontend==1.26.0 \
-    --hash=sha256:067e5bd08a1d25391188eb7206f711d88b916a926b929aec3609af3e43dbae0b \
-    --hash=sha256:1a1223c4e2e8bbe6f620148d6848f4eb773dd94bef534d5b748e91232b5be618 \
-    --hash=sha256:7f104a40cb6f25cf01b7d7e84cb99af7dedd32b1cb8264384c2f363b7a3f7fb6 \
-    --hash=sha256:7fee9922c6be2c1b43cb10162e7cd63ce102b0509c0f028e37ac23a959e761b4 \
-    --hash=sha256:cf064832e29d74ab5bafa341b1793650496ebfe0c94292ee00b61008ecf9aac4 \
-    --hash=sha256:ee50df3468f672aa31402fde4c911ad545d08e1d5e133e15bc55c3679d9fd9ca
+nvidia-cudnn-frontend==1.27.0 \
+    --hash=sha256:1da45d4de55394cce12a596776d6250cf8f98c14481d241444e881b1760adb83 \
+    --hash=sha256:649b9f5a20bded17bc917122bcabd83826b82cb9bbd5b74573b769a9f4930798 \
+    --hash=sha256:aa1caac464663202f8cc83fdeca02b0fd99cc43a538025758e6444ed16e312b5 \
+    --hash=sha256:bd917aa2f83af6f72ccbe3e999a7175c467e1004aeb45435fac67e45be3b5a5d \
+    --hash=sha256:ef1f1b4927f2f9e76a5ba83ac4bdc01a6a84750032429ea9c132599ec60c8947 \
+    --hash=sha256:f8f2e96b040d1c8d6c9df43fc72037a7bb79d1e1ad8a1bee202e31cb611bfc46
     # via
     #   flashinfer-python
     #   vllm
@@ -2183,9 +2179,9 @@ pillow==12.3.0 \
     #   torchgeo
     #   torchvision
     #   vllm
-platformdirs==4.11.0 \
-    --hash=sha256:0555d18370482847566ffabcaa53ad7c6c1c29f195989ae1ed634a05f76ea1e0 \
-    --hash=sha256:360ccded2b7fce0af0ff80cc8f5942a1c5d99b0e856033acb030bfc634709e74
+platformdirs==4.11.1 \
+    --hash=sha256:2efd27d363e8dd2e661639ffb398865a5e0a46442a11d266bf375a0e0c10e386 \
+    --hash=sha256:bb1af68078f25e2f3e111e2d43b8d536df41b73c8a684b40bb018223b66fae27
     # via tacoreader
 prometheus-client==0.26.0 \
     --hash=sha256:04a91bcf94e2cf74a44a1a874d651a2e853ed354b6e822f3b7487751465d5c2b \
@@ -2327,84 +2323,66 @@ pyarrow-hotfix==0.7 \
     --hash=sha256:3236f3b5f1260f0e2ac070a55c1a7b339c4bb7267839bd2015e283234e758100 \
     --hash=sha256:59399cd58bdd978b2e42816a4183a55c6472d4e33d183351b6069f11ed42661d
     # via somacore
-pybase64==1.4.3 \
-    --hash=sha256:0631d8a2d035de03aa9bded029b9513e1fee8ed80b7ddef6b8e9389ffc445da0 \
-    --hash=sha256:0d5f18ed53dfa1d4cf8b39ee542fdda8e66d365940e11f1710989b3cf4a2ed66 \
-    --hash=sha256:0e71a4db76726bf830b47477e7d830a75c01b2e9b01842e787a0836b0ba741e3 \
-    --hash=sha256:119d31aa4b58b85a8ebd12b63c07681a138c08dfc2fe5383459d42238665d3eb \
-    --hash=sha256:12f4ee5e988bc5c0c1106b0d8fc37fb0508f12dab76bac1b098cb500d148da9d \
-    --hash=sha256:153a0e42329b92337664cfc356f2065248e6c9a1bd651bbcd6dcaf15145d3f06 \
-    --hash=sha256:18d85e5ab8b986bb32d8446aca6258ed80d1bafe3603c437690b352c648f5967 \
-    --hash=sha256:1b62b9f2f291d94f5e0b76ab499790b7dcc78a009d4ceea0b0428770267484b6 \
-    --hash=sha256:1bf749300382a6fd1f4f255b183146ef58f8e9cb2f44a077b3a9200dfb473a77 \
-    --hash=sha256:1c0efcf78f11cf866bed49caa7b97552bc4855a892f9cc2372abcd3ed0056f0d \
-    --hash=sha256:1d45c8fe8fe82b65c36b227bb4a2cf623d9ada16bed602ce2d3e18c35285b72a \
-    --hash=sha256:1d468b1b1ac5ad84875a46eaa458663c3721e8be5f155ade356406848d3701f6 \
-    --hash=sha256:242512a070817272865d37c8909059f43003b81da31f616bb0c391ceadffe067 \
-    --hash=sha256:27fdff227a0c0e182e0ba37a99109645188978b920dfb20d8b9c17eeee370d0d \
-    --hash=sha256:2860299e4c74315f5951f0cf3e72ba0f201c3356c8a68f95a3ab4e620baf44e9 \
-    --hash=sha256:28a3c60c55138e0028313f2eccd321fec3c4a0be75e57a8d3eb883730b1b0880 \
-    --hash=sha256:2a8204f1fdfec5aa4184249b51296c0de95445869920c88123978304aad42df1 \
-    --hash=sha256:2ba7799ec88540acd9861b10551d24656ca3c2888ecf4dba2ee0a71544a8923f \
-    --hash=sha256:2baaa092f3475f3a9c87ac5198023918ea8b6c125f4c930752ab2cbe3cd1d520 \
-    --hash=sha256:2dc64a94a9d936b8e3449c66afabbaa521d3cc1a563d6bbaaa6ffa4535222e4b \
-    --hash=sha256:2e745f2ce760c6cf04d8a72198ef892015ddb89f6ceba489e383518ecbdb13ab \
-    --hash=sha256:356ef1d74648ce997f5a777cf8f1aefecc1c0b4fe6201e0ef3ec8a08170e1b54 \
-    --hash=sha256:398685a76034e91485a28aeebcb49e64cd663212fd697b2497ac6dfc1df5e671 \
-    --hash=sha256:3cf0218b0e2f7988cf7d738a73b6a1d14f3be6ce249d7c0f606e768366df2cce \
-    --hash=sha256:3f5791a3491d116d0deaf4d83268f48792998519698f8751efb191eac84320e9 \
-    --hash=sha256:46d75c9387f354c5172582a9eaae153b53a53afeb9c19fcf764ea7038be3bd8b \
-    --hash=sha256:53d0ffe1847b16b647c6413d34d1de08942b7724273dd57e67dcbdb10c574045 \
-    --hash=sha256:5b3365dbcbcdb0a294f0f50af0c0a16b27a232eddeeb0bceeefd844ef30d2a23 \
-    --hash=sha256:5c29a582b0ea3936d02bd6fe9bf674ab6059e6e45ab71c78404ab2c913224414 \
-    --hash=sha256:5d8277554a12d3e3eed6180ebda62786bf9fc8d7bb1ee00244258f4a87ca8d20 \
-    --hash=sha256:66e3791f2ed725a46593f8bd2761ff37d01e2cdad065b1dceb89066f476e50c6 \
-    --hash=sha256:6a10b6330188c3026a8b9c10e6b9b3f2e445779cf16a4c453d51a072241c65a2 \
-    --hash=sha256:6fac217cd9de8581a854b0ac734c50fd1fa4b8d912396c1fc2fce7c230efe3a7 \
-    --hash=sha256:702bcaa16ae02139d881aeaef5b1c8ffb4a3fae062fe601d1e3835e10310a517 \
-    --hash=sha256:72326fe163385ed3e1e806dd579d47fde5d8a59e51297a60fc4e6cbc1b4fc4ed \
-    --hash=sha256:72bb0b6bddadab26e1b069bb78e83092711a111a80a0d6b9edcb08199ad7299b \
-    --hash=sha256:7bca1ed3a5df53305c629ca94276966272eda33c0d71f862d2d3d043f1e1b91a \
-    --hash=sha256:7e46400a6461187ccb52ed75b0045d937529e801a53a9cd770b350509f9e4d50 \
-    --hash=sha256:8369887590f1646a5182ca2fb29252509da7ae31d4923dbb55d3e09da8cc4749 \
-    --hash=sha256:860b86bca71e5f0237e2ab8b2d9c4c56681f3513b1bf3e2117290c1963488390 \
-    --hash=sha256:86ee56ac7f2184ca10217ed1c655c1a060273e233e692e9086da29d1ae1768db \
-    --hash=sha256:874fc2a3777de6baf6aa921a7aa73b3be98295794bea31bd80568a963be30767 \
-    --hash=sha256:88995d1460971ef80b13e3e007afbe4b27c62db0508bc7250a2ab0a0b4b91362 \
-    --hash=sha256:937826bc7b6b95b594a45180e81dd4d99bd4dd4814a443170e399163f7ff3fb6 \
-    --hash=sha256:9a1792e8b830a92736dae58f0c386062eb038dfe8004fb03ba33b6083d89cd43 \
-    --hash=sha256:9f2da8f56d9b891b18b4daf463a0640eae45a80af548ce435be86aa6eff3603b \
-    --hash=sha256:a03ef3f529d85fd46b89971dfb00c634d53598d20ad8908fb7482955c710329d \
-    --hash=sha256:ad70c26ba091d8f5167e9d4e1e86a0483a5414805cdb598a813db635bd3be8b8 \
-    --hash=sha256:b0bf8e884ee822ca7b1448eeb97fa131628fe0ff42f60cae9962789bd562727f \
-    --hash=sha256:b1623730c7892cf5ed0d6355e375416be6ef8d53ab9b284f50890443175c0ac3 \
-    --hash=sha256:b33aeaa780caaa08ffda87fc584d5eab61e3d3bbb5d86ead02161dc0c20d04bc \
-    --hash=sha256:b6b664758c804fa919b4f1257aa8cf68e95db76fc331de5f70bfc3a34655afe1 \
-    --hash=sha256:bb06015db9151f0c66c10aae8e3603adab6b6cd7d1f7335a858161d92fc29618 \
-    --hash=sha256:bb632edfd132b3eaf90c39c89aa314beec4e946e210099b57d40311f704e11d4 \
-    --hash=sha256:c2ed274c9e0ba9c8f9c4083cfe265e66dd679126cd9c2027965d807352f3f053 \
-    --hash=sha256:c48361f90db32bacaa5518419d4eb9066ba558013aaf0c7781620279ecddaeb9 \
-    --hash=sha256:cde13c0764b1af07a631729f26df019070dad759981d6975527b7e8ecb465b6c \
-    --hash=sha256:d7344625591d281bec54e85cbfdab9e970f6219cac1570f2aa140b8c942ccb81 \
-    --hash=sha256:da1ee8fa04b283873de2d6e8fa5653e827f55b86bdf1a929c5367aaeb8d26f8a \
-    --hash=sha256:e48f86de1c145116ccf369a6e11720ce696c2ec02d285f440dfb57ceaa0a6cb4 \
-    --hash=sha256:e97b7bdbd62e71898cd542a6a9e320d9da754ff3ebd02cb802d69087ee94d468 \
-    --hash=sha256:e98310b7c43145221e7194ac9fa7fffc84763c87bfc5e2f59f9f92363475bdc1 \
-    --hash=sha256:ea4b785b0607d11950b66ce7c328f452614aefc9c6d3c9c28bae795dc7f072e1 \
-    --hash=sha256:eb51db4a9c93215135dccd1895dca078e8785c357fabd983c9f9a769f08989a9 \
-    --hash=sha256:f0b3f200c3e06316f6bebabd458b4e4bcd4c2ca26af7c0c766614d91968dee27 \
-    --hash=sha256:f30ceb5fa4327809dede614be586efcbc55404406d71e1f902a6fdcf322b93b2 \
-    --hash=sha256:f40b7ddd698fc1e13a4b64fbe405e4e0e1279e8197e37050e24154655f5f7c4e \
-    --hash=sha256:f7537fa22ae56a0bf51e4b0ffc075926ad91c618e1416330939f7ef366b58e3b
+pybase64==1.5.0 \
+    --hash=sha256:0030a64fe91791e5e553edaff3a55d319cd07fb5e097b09c5f7f45e4905c40cb \
+    --hash=sha256:0578c54f1ae89e6175eddb742dbaf2e95a060735ec11f4b661f762b635680cbd \
+    --hash=sha256:0abc0f2312c17765bf92dd382982cca9dc1b0148bf0d708f5f88339d84bb7687 \
+    --hash=sha256:0be37689b624ae293394fc826c9a048c6118520d6a962de033ffb054564bf61f \
+    --hash=sha256:11dfa286f6c5fe6795430bf08fc44b64c98e208558215b0590c9f28fd99a92e3 \
+    --hash=sha256:125945f5b3cde8b79a8f942cfdb0390f4388fb9458a41f5f2a93746e1ef3c546 \
+    --hash=sha256:1a2b9cf39b4d30f600df8c56cccbc03adfc6e1ae8c04cd6b181105a432d4a515 \
+    --hash=sha256:1aaae81669bf18b5a35dcb43dbb200f52b13f847a56bed7a2e82f31cc6f9f74d \
+    --hash=sha256:1bde27266ec4a56c38ef8e17998e430d30cc6310fde76332381bf5aaa81872ba \
+    --hash=sha256:1f315f07b269f074995c445b65dfde62d12c0e889e9c3b0534befdb05866e880 \
+    --hash=sha256:1f7ddf3a7f1c85061f246a481c63a70d7aadd0a49add8e6c109b65360fbf923e \
+    --hash=sha256:220d8ab003d44144d80f8b776019adedc23fdc7bcb270396744b9805a8186d0e \
+    --hash=sha256:26422429a0bb2f15773dacc0fcb1bcddfce68c6b2d41fc14bc7fc17f8c529542 \
+    --hash=sha256:28d5db510433bb1544dc128c4e7ebd85ae57cec2a4608edd1f7ca4fed3e53b3d \
+    --hash=sha256:2e79853f8e52ab0afa7b3ae445de23767b033fa0e58ad11099d3c6b79d012c7d \
+    --hash=sha256:3344ce336d9d8292125369c1475d1663e7e1a06894e8e5150307e11f782c6afd \
+    --hash=sha256:356e7bd1453551c06231df8411bfbaed9998fbcba2da723d84fb270ff1f977a7 \
+    --hash=sha256:4e8b163c8d2d2a5f414f2c31cdd91024e0c91c72e735a9a564a62460ac838acb \
+    --hash=sha256:545ab2a433769e3b8e1ce2b4f7b07218bbde202f4954fbfe52948b2522120727 \
+    --hash=sha256:5d09d63b219adfb1b40e104036dc2462234d2f06c05e436918e08f31a09a973b \
+    --hash=sha256:6be40c3311eabe8a816e00041844f9b249828015dc98be8a48a7c3275954ee76 \
+    --hash=sha256:75d21d0a2cae0bb071c68686d77e5100be611ec4e80e0d97f8736c27da0ab197 \
+    --hash=sha256:7661246f93c902bf147d5f7d72874902ef3e49a63ca3f0de333cb8e85765d2fd \
+    --hash=sha256:80b171f1546935be4dae1e01bfd8630d2712271e067858b7135726e7d9bc7cce \
+    --hash=sha256:865b7db127a95e33640ebcdb4bb3aad165d4873ee7c1008949129f3c4f900dd8 \
+    --hash=sha256:8b47a5b4a359e42b4b726cbd9558347c5324194aadaf12e4ad219efc89dc9812 \
+    --hash=sha256:8d303baddeddaccada149bbee270b3e2eedcaec2df082834895cdd897a602674 \
+    --hash=sha256:91aceea4287299ee60c1176909efd6f2de091da24c0d93d2f9861c93e3776ef7 \
+    --hash=sha256:92998479a2a4464d141ef709e52dc3e4d4d4ce7f3b9cb5052d2c56c55b405b15 \
+    --hash=sha256:9732eba18ba7fe44c1b2827bfaadf381fed3789bd7e20c990e6c8d1ceba0179b \
+    --hash=sha256:99570e43605b9c849ff1606e1691e503962250f80ec3e827249f7ad820e402d8 \
+    --hash=sha256:a1529b8e08a93dd9c00d1e3b3c2b627a9600d96c2f40143dc0b3a85f48fa85e5 \
+    --hash=sha256:a1f8f1bb4158069291fe6ac2d34db942418f2804564d04b8e97722041035f843 \
+    --hash=sha256:a34261348f88443d9e234f251a1f1fcb711c1cc006824fdb29b649735d8ac35f \
+    --hash=sha256:a9bcbdefd0858372c2e3c657ca8c1e2cdf0af5963cb45085cc861dfac0ddd422 \
+    --hash=sha256:aa56c549af248664ed7e1cc8ebc4dd7f1505b1444d8f3bf15b6a89b43dd4151f \
+    --hash=sha256:ae78cdaec57f21e7f44cc5f9866d694cc072e1b1082286f30fd74e7545fa2916 \
+    --hash=sha256:b0597ca31c472f3071844648ce5ab86a1732033ca230daffd8f87c6f8596a8ae \
+    --hash=sha256:b059b951347a6e16d29b1488f624a7b213c7e8482869b1eac2b684e6fb1ac236 \
+    --hash=sha256:b618ecec8f13b3f9dd58e257aa98fc9b017829a1bdc4f576e9146998956ec2c7 \
+    --hash=sha256:bf98b77c6cca5c5da30135b69b30668da07a32d41210c62121b34c84239d9d4a \
+    --hash=sha256:c8b5f52776f0277e72a9c7e7944f682de2b3ee4655b7972a48c53f871963741a \
+    --hash=sha256:ccbae849677648be456ea0de769a78e432d2d24f71cbdc739741e69f8160e0d7 \
+    --hash=sha256:d01e4d495c5b10e79de3449501e41d2bc2a4aa90844a3735eb962a3a01645971 \
+    --hash=sha256:d1149b7360dd99ef1ad10618df2a4f54a00385bc8d2c1aa244c0301a548ac415 \
+    --hash=sha256:d42196f594460a083084d8e3c2f2554c958ebd8fe19bc30ef1b938197436e7d5 \
+    --hash=sha256:d691553d1a88ed87cf1837babec3663275b29de906b48433c15b298e262e5243 \
+    --hash=sha256:e0143b3515b97bb3c4743fbdf10f53950c0bb1fe1a2db1054b422ba370594333 \
+    --hash=sha256:e675b15b7a7b81e5b1a1e747cc49f9f9e6649d3b5e8a61719b46b9a671433210 \
+    --hash=sha256:fb5dc922ce3cb4211caa7e29e6daee98f319e59f297a904acd74f2fdd0674356
     # via vllm
 pybigwig==0.3.25 \
     --hash=sha256:852c41f00afc610322eb3c5aba74068d05b340d09db4573db2deca330ad48f30 \
     --hash=sha256:8c717b0222e6677956fd659c8a21650983679ffb3314427d7f68d2910fad202a \
     --hash=sha256:ba907b069ad498647661cc376ba79438728a321afb61a9eca333d60ca9c6d9a6
     # via bmfm-targets
-pybind11==3.0.4 \
-    --hash=sha256:3286b59c8a774b9ee650169302dd5a4eedc30a8617905a0560dd8ee44775130c \
-    --hash=sha256:961720ee652da51d531b7b2451a6bd2bc042b0106e6d9baa48ecb7d58034ce63
+pybind11==3.1.0 \
+    --hash=sha256:a1cc06b524ab3edca51f8ad3895f9c4fa20b8b19283173dff4ae781449dc9639 \
+    --hash=sha256:b8488090f8acffbcb6b5d6a85571a6827a0a2981ffb75e5a0b27b87c4a6b7dd0
     # via hic-straw
 pycocotools==2.0.11 \
     --hash=sha256:04480330df5013f6edd94891a0ee8294274185f1b5093d1b0f23d51778f0c0e9 \
@@ -2500,9 +2478,9 @@ pydantic-extra-types==2.11.1 \
     # via
     #   fastapi
     #   mistral-common
-pydantic-settings==2.14.2 \
-    --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
-    --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
+pydantic-settings==2.15.0 \
+    --hash=sha256:0ba092c291c94baceb5eff768aa0d56400a457585bc0175925a5a5510303da42 \
+    --hash=sha256:694b793e84f766ba76a90ebdefc01d0a9a045dab0382bee70393da93712ad117
     # via
     #   fastapi
     #   mcp
@@ -2852,30 +2830,24 @@ pyzmq==27.1.0 \
     --hash=sha256:f30f395a9e6fbca195400ce833c731e7b64c3919aa481af4d88c3759e0cb7496 \
     --hash=sha256:fbb4f2400bfda24f12f009cba62ad5734148569ff4949b1b6ec3b519444342e6
     # via vllm
-quack-kernels==0.6.1 \
-    --hash=sha256:266705ea82117e9b1c8a9e44d68a458519f2498d966c0efffd6812120c3995ad \
-    --hash=sha256:a694f89c91d137478de523c0227365a331ac9cb66790cfb08baa3dbfaafc71e7
+quack-kernels==0.6.3 \
+    --hash=sha256:dfa69468a3f71fb9f7192c087c82e85ad68d59155fa03e408a19c7069fb21b8f \
+    --hash=sha256:e307269931e18590f7555afb55debf28e266b4371960aad0528e4055ca8c79a3
     # via vllm
-rasterio==1.5.0 \
-    --hash=sha256:08a7580cbb9b3bd320bdf827e10c9b2424d0df066d8eef6f2feb37e154ce0c17 \
-    --hash=sha256:0c739e70a72fb080f039ee1570c5d02b974dde32ded1a3216e1f13fe38ac4844 \
-    --hash=sha256:1162c18eaece9f6d2aa1c2ff6b373b99651d93f113f24120a991eaebf28aa4f4 \
-    --hash=sha256:1e0ea56b02eea4989b36edf8e58a5a3ef40e1b7edcb04def2603accd5ab3ee7b \
-    --hash=sha256:26dbcffcf0d01fc121cbb92186bc1cb78e16efe62b17be45ad7494446b325cf8 \
-    --hash=sha256:2f57c36ca4d3c896f7024226bd71eeb5cd10c8183c2a94508534d78cc05ff9e7 \
-    --hash=sha256:31f1edc45c781ebd087e60cc00a4fc37028dd3fe25cff4098e4139fc9d0565be \
-    --hash=sha256:420656074897a460f5ef46f657b3061d2e004f9d99e613914b0671643e69d92c \
-    --hash=sha256:592a485e2057b1aaeab4f843c9897628e60e3ff45e2509325c3e1479116599cb \
-    --hash=sha256:8af7c368c22f0a99d1259ccc5a5cd96c432c2bde6f132c1ac78508cd7445a745 \
-    --hash=sha256:8eb87fd6f843eea109f3df9bef83f741b053b716b0465932276e2c0577dfb929 \
-    --hash=sha256:a3539a2f401a7b4b2e94ff2db334878c0e15a2d1c9fe90bb0879c52f89367ae5 \
-    --hash=sha256:ac8d04eee66ca8060763ead607800e5611d857dd005905d920365e24a16ba20a \
-    --hash=sha256:b4ccfcc8ed9400e4f14efdf2005533fcf72048748b727f85ff89b9291ecdf98a \
-    --hash=sha256:c5c3597a783857e760550e8f26365d928b0377ac5ffc3e12ba447ac65ca5406d \
-    --hash=sha256:cc1395475e4bb7032cd81dda4d5558061c4c7d5a50b1b5e146bdf9716d0b9353 \
-    --hash=sha256:d7d6729c0739b5ec48c33686668a30e27f5bdb361093f180ee7818ff19665547 \
-    --hash=sha256:e14d07a09833b6df6024ce7a57aee1e1977b3aec682e30b1e58ce773462f2382 \
-    --hash=sha256:e7b25b0a19975ccd511e507e6de45b0a2d8fb6802abe49bb726cf48588e34833
+rasterio==1.5.1 \
+    --hash=sha256:0898355908ed3614ba1415532432cf4a1a308b189b2c9d8307a26a44bcb1713b \
+    --hash=sha256:6fbafe970d44ec06179c7884cdb160a90311e3d19da25bff970fab06123f0201 \
+    --hash=sha256:821d49afd18498fb0918b72961b1b667193c64edf8cc484081c522d10b33980d \
+    --hash=sha256:833511f045ca49dafbf25da4762a0b19dcf5d046ded8b318c094363e2d65f474 \
+    --hash=sha256:9093a9277559ac0f954d9a0266886bc4037e3ffd7a40837f6ea6486a96c8c258 \
+    --hash=sha256:937944c445d4ea4d6969e9dbfcf305143c05fc4df2f8fadfa360cb2d0f65d7b0 \
+    --hash=sha256:a270366c4f44f7bb4367d7068b6de08c56b2b04049e3dfcd06d451141fee3a7f \
+    --hash=sha256:b117209922784ef7948f702a0e9eb26be744f4b24d31f5eb97c45c0f04e2e4c3 \
+    --hash=sha256:b3686865af2c67114f5dfb67df483db61bccad4078083a3dad481ea035e5d701 \
+    --hash=sha256:c1b6ae15f4ccad704f1fe8417da5c2250145c7bcdb91acb53833bf5aefdd9e48 \
+    --hash=sha256:c209e670abf0f30695a784c4f0170366462b9a3eaea3e49122ab2ce81799460b \
+    --hash=sha256:e31b65231a631b0b59471aeae4423167d42f88da0c5ee5a519dc07deb7a4666b \
+    --hash=sha256:e863b614cadad435a4394792b6cdc84324b15197629ad5a20c8d56cbc4eeff92
     # via
     #   contextily
     #   rioxarray
@@ -3407,9 +3379,9 @@ stackstac==0.5.1 \
     --hash=sha256:1af0e1251100fe506b1f3c035ffcc34111ad67b264275d14a6775c4991e5f7f6 \
     --hash=sha256:3c596c9ccf502b6230b1c9e970a8099eeb94df867d0dea2fd45071223cb581e7
     # via terrakit
-starlette==1.4.0 \
-    --hash=sha256:cacd43738e07b834844e2c8e97b898b40089d74f2678234b0a3e93cd3d515813 \
-    --hash=sha256:ecf3a067176d63c6412f98c660dab3355b525584d3725c0c40a4519d33ec2130
+starlette==1.6.0 \
+    --hash=sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c \
+    --hash=sha256:d4e3ac5e546444960c710297a3c9fc3f7ebae1b7e963f3d36173b49da535be9b
     # via
     #   fastapi
     #   mcp
@@ -3432,46 +3404,46 @@ statsmodels==0.14.6 \
     --hash=sha256:f1c08befa85e93acc992b72a390ddb7bd876190f1360e61d10cf43833463bc9c \
     --hash=sha256:fe76140ae7adc5ff0e60a3f0d56f4fffef484efa803c3efebf2fcd734d72ecb5
     # via scanpy
-stringzilla==5.0.7 \
-    --hash=sha256:00cf35c73405f9abff228297f9da010e36436fed9c157f05f7d3973ab48a7465 \
-    --hash=sha256:023287ba3842b3040d98d8f5337e030a91ebfed95123ea48f46fbc862557afbc \
-    --hash=sha256:0d79a1e8c050df0812b2ffd21234ebb4c8cd659889084734d2662e7ad8285a8f \
-    --hash=sha256:0d7aea71367d0fc3cc6b434e0e4524df6ddc978395554e214cd337f84973c426 \
-    --hash=sha256:132003482a9c91ab183d5bf95450992267afd19f3215bc281072ce0bd29bc935 \
-    --hash=sha256:15c710f85ef0050440be60eae30ba7ed211fff08ec4fe96afdc3654095b49e7a \
-    --hash=sha256:2de48648fe2be50710375e3890f0a4a5a8035d13a25ee3da7dc10541cfc6b971 \
-    --hash=sha256:2e15a30c26f1ad096d7dc3972baa09cf4cf5eaa933523d32c6917eb803a4bf27 \
-    --hash=sha256:2eb8f44e9d041bf673f22060898d37e3259502fff33e605c52e877e58ef7b414 \
-    --hash=sha256:2f73718844f1fe53f15c4bcc6451103be8b0a56530be1ea31c67b162c447d37e \
-    --hash=sha256:35b3d9a59b7fa340d80fa4ee90955c08bba92dd8982302d5b7661015d8fc06ce \
-    --hash=sha256:3d2c7ffe5a85c5c0c110de9269233b8e6077a3c5e0a9d6106ce0718facb9cdc2 \
-    --hash=sha256:42877329651d51f0be14b88e3936a49854cd833a7f8c8c1f98ac8e220b980860 \
-    --hash=sha256:4d9bb6bc49034aa0d3ee08a90bc56a11b9ef4568e31ff754bc310a4304848d70 \
-    --hash=sha256:52dae1da64a940c864abfaea1adabe15c9ddb6487b459380e6d36d792b1f4b62 \
-    --hash=sha256:5480fa906d3ae3f656c134dcceb604929cb6f5c61b158e5038285864c426587a \
-    --hash=sha256:55793b1d1c5f40b2c7bcef81912904bea2da8e2f193dcc9978a0e24b99a389d5 \
-    --hash=sha256:5b67e6b4b34f944bc0999ada93203dca0d26444d5b85b6ff6bb6bdfe73240a97 \
-    --hash=sha256:60260a594c0c5666b6b6fd827293e48b5adb6f52b0f2b5dd162bdca2217f6173 \
-    --hash=sha256:72e673d6a50ebdb628bce6b1f01586faf185a4d353645fe125329281116abe67 \
-    --hash=sha256:7b250a9d1254273101c8ff5ab2aac5aa92e835d715b1b42369ef5c5c63ac0fc9 \
-    --hash=sha256:820df2cf033a86020c9e0493a2e35bf60bc89a0c40d8eb956b447649ebe38366 \
-    --hash=sha256:8277ac82a54a2bb55200544fb060fa3e54771d3aade01b1eda2cf2ded1080861 \
-    --hash=sha256:9c7f4980a1ea1fe67bf28e35f3c7c250d2f18a6456caf44888221b6514211d89 \
-    --hash=sha256:adabc9d30875b787c36e2107258475c7e5177f751b0dd6dba82e76009ecddd2b \
-    --hash=sha256:b83b697e7e5d4c08ef27692f26faa8e06bcaabf9c1b8c6a1f30e39038923bb88 \
-    --hash=sha256:c47e3d53572414af177d0bddab1caa1676dc05321b337ec22923644dad51668c \
-    --hash=sha256:cdf8f1d4693612181432c2fc1ec210381ca3a8eff700e84b4dde79ee78520be7 \
-    --hash=sha256:d193ef1a3282d42f98dab10d5c8cbfc238fa89d58e8f3b9ee2e2b6e2450e08d4 \
-    --hash=sha256:d7d206e2939a842ddaa17e16608d6c3cc953ce5faac5f1ecfadc2e8d1dacf0a1 \
-    --hash=sha256:dce583e88a8fd7ece001f67d9596a04a997716b70449bc603a39cfa0a87b7819 \
-    --hash=sha256:e1b2a21139f80104e7cc223ff452184af403e8fb3fa72120416bdc26c022195f \
-    --hash=sha256:e6da3319918779af0b9b26387a9675587d89db924f0652a31b83ea84b960a663 \
-    --hash=sha256:ed17ae8729c0babff359bc8e4d6c8e8e4c24e0f66b93a4edb0adc11402ecb351 \
-    --hash=sha256:f08653215647bb4ee27f78ec698541266bd5b32d686c0bb89c7220a1d1eba8d4 \
-    --hash=sha256:f58c1f1e675b1058dce31c2ce51f6b7cb230658e11e58f2d603b8931587b8251 \
-    --hash=sha256:f5bf2de80619818fe8c81fba21e4b42e304a6829355946993c63454a81242401 \
-    --hash=sha256:f64c4c8b80920ea7f1661a6e774dc28a4b2f5441319fb2f55013a486b9a5469f \
-    --hash=sha256:fbf569f953f73e506dbec7584c8d6507a43563fa7e490bf87c76f47443a330bb
+stringzilla==5.1.1 \
+    --hash=sha256:01b7a6a3754791fe7bb3156ea0f7e063cc6fd666ed38b15e017bfffdbf422131 \
+    --hash=sha256:0f4f1a6b49cc8adbd2fbc0fded128403ca15fe4099d7be29b7bcd8ef4a59ec6d \
+    --hash=sha256:1fcca1f9ce79a2c7c153ca39bd5a109bcf7106c148c097d75c8794eab29732b6 \
+    --hash=sha256:24ee3e947ab8275e0e4de970a0bcc397b5809ba55be127ffb3569128f656726b \
+    --hash=sha256:3158add05c7ed3dc389d24512efede8cf76446fe9ffabf5d3318ca69d4b91cbc \
+    --hash=sha256:378f17da49c4b6ae9ddc669b160dfd9b282793374bbbf24323d1c90b4e9c2bb5 \
+    --hash=sha256:4203641008f6c72bb8da641c92ff28a8e3fe439a0c9d6e7e0349204b75819b2f \
+    --hash=sha256:4a55172f051a50be4b3a3ce23a9fb1b485ddcdcf8b8b562b8afe9e17fbd31158 \
+    --hash=sha256:4eb3583ea14b30d10871a762f1976ef93c2d6e9223127c359e774fc32d37c5fe \
+    --hash=sha256:4ed661fe74ee088439ce54b9c2f7f542b5820f807b170d0876b73e3e6333de79 \
+    --hash=sha256:551c9996023ee3e58761519e13d884eb91f18e101c9a296d32d1c0912cbc3745 \
+    --hash=sha256:648de414dea95a3b79fb925679ecbc7284a2a59001cd453457063c341be75acb \
+    --hash=sha256:6495ca9a43dcbe1e4f799d433da0fd84505a17662d15df9ef2b4de55c4d7aaa0 \
+    --hash=sha256:654e4de072e8b474f06d8613c87e31e3f7979f1be8d02e808152b5fdc515a8bc \
+    --hash=sha256:689373ecca9776970329411970d312bfdb79df8327d9a5be07380453b19aee7c \
+    --hash=sha256:696cd635c9152bf4627d5b90918630dcf696dd7cc5931457b86d4ccd8b7a1b50 \
+    --hash=sha256:6a3da023b9716764cc42b001aa8dd069de5d457d5c7b569bdad5ce79468a99e0 \
+    --hash=sha256:741db9a58fd15917f5b50e4cbf10230a82993f4bf1854103752edb7354ffbdd8 \
+    --hash=sha256:7584a4cbcd01f38fbb52e2f0488dfc49de09b54972d77fd66e136f40c18e441b \
+    --hash=sha256:7594392b1ab7830a7eb060d93e63c8711c2697a3e8aafd572d1caf585ad6862e \
+    --hash=sha256:75b0efc6369fbdb41b92ea8d8da111effa9a2e0ddde58f82d58b95277beef8c8 \
+    --hash=sha256:79f176052e0a004d42dfb6dd818a419d5c87ee98cccf27ce53e741ad029561d2 \
+    --hash=sha256:882a2d0da4123f33ecdcb152215ac1b563f206df895a54bd90a3d7a38cecae35 \
+    --hash=sha256:88916651b3c15d7227ff88f1246c431cd831da2a00f1dc68dd50d89f65b4a72b \
+    --hash=sha256:93720d7ed852380675a4fc916f59a8061b4693ace8c265dc6fe94e661eff8cf5 \
+    --hash=sha256:9b4dbd4148996f4653de2cafe7655ed0090b01b8bf8b3c47e8b662be149f5d20 \
+    --hash=sha256:a47b0677efb7bc86017849654fd21ffe769907d83a95138772bc69077408922a \
+    --hash=sha256:b37f9d3af5a11512a96e010360b9fa4f72b79494b4bf311940c83130e02eb1e1 \
+    --hash=sha256:b604965475e6aa9e2986316131b1001c57373aaedd52818f681395c6bcea6e30 \
+    --hash=sha256:bfcef35d47f4ffd1f235de935801fbc804792594599365345b66763d17f1d567 \
+    --hash=sha256:c35e292fbecfebdb009330d6e0c4246a5f60f82607744560e9929aab99fb9661 \
+    --hash=sha256:c6d28f0d831f7f7bc23cb807edd3756e1d23938059e2401f07090eff544b0bcc \
+    --hash=sha256:cb35e2df9aaa39d556d2083e1d48f5493417bfaede08a78b862c9c78fa885b75 \
+    --hash=sha256:d82a7f4e95e68cdfc28e843db7c2db70659b2e88d07dfd8a6427b7633669f519 \
+    --hash=sha256:da54926326c2f0f27065daf88ddc12c9b57f069cd7b1a42fce12c2978fbea66a \
+    --hash=sha256:dcb13e33872756348963f3c660c52fbdda5c101ab3cfa5f75dc65e97c220ee3d \
+    --hash=sha256:e16d8fdbfcb7b4ff97b262646a607d5644f54541cd7069fe495b8252cb4bcd1d \
+    --hash=sha256:f0424714e6dab66cf6ec8f847131bf0a037eb3689a3d062409c8eabc4429ce0e \
+    --hash=sha256:fb4cc8167ae62803fd057b2b4f44e79731039b8c3cffbd8bf307232304d69eb3
     # via albucore
 supervisor==4.3.0 \
     --hash=sha256:0bcb763fddafba410f35cbde226aa7f8514b9fb82eb05a0c85f6588d1c13f8db \
diff --git a/requirements-ecosystem.txt b/requirements-ecosystem.txt
index 83c1a5b..a143eda 100644
--- a/requirements-ecosystem.txt
+++ b/requirements-ecosystem.txt
@@ -12,9 +12,9 @@ aenum==3.1.17 \
     # via
     #   lightly
     #   sentinelhub
-affine==2.4.0 \
-    --hash=sha256:8a3df80e2b2378aef598a83c1392efd47967afec4242021a0b06b4c7cbc61a92 \
-    --hash=sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea
+affine==3.0.0 \
+    --hash=sha256:573514d5c37e98401a0ec34139c2b725d9f9ae4d074662f4b62a47d6a2ba9f06 \
+    --hash=sha256:d1b15ed1877a4649a623468a97af6b2182889dc748d7f96d59d504e5c83c00bf
     # via rasterio
 aiobotocore==3.9.0 \
     --hash=sha256:5d344e97c518b010bea167c7f7ba4f9e785f9d2b8ac7af4fd00846c62f2c0a10 \
@@ -92,9 +92,9 @@ albumentations==2.0.8 \
     --hash=sha256:4da95e658e490de3c34af8fcdffed09e36aa8a4edd06ca9f9e7e3ea0b0b16856 \
     --hash=sha256:c4c4259aaf04a7386ad85c7fdcb73c6c7146ca3057446b745cc035805acb1017
     # via terratorch
-alembic==1.19.0 \
-    --hash=sha256:6487c612fc719dcfa22b17d2dd5b2b458929641e6aa2f0b65b135727f5e6d501 \
-    --hash=sha256:cf839d3849116aab3cc047e09c6968b9bd6b2fde61b6bb7c1e97352fe5503580
+alembic==1.19.1 \
+    --hash=sha256:b39018cb3d9413a19cbd54cf3c02ad33998641f0538eb77413a488a21c3e14be \
+    --hash=sha256:e0fca0518118c78acc493e31bcb5402f190057aaf6df8b5b95ce94c4789cf648
     # via mlflow
 anndata==0.13.2 \
     --hash=sha256:1930305dc3a32ab5433dee2bc441cd264f9eeed22cc5a224b9f9d69e74d4fdf0 \
@@ -144,6 +144,7 @@ attrs==26.1.0 \
     --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
     --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
     # via
+    #   affine
     #   aiohttp
     #   clearml
     #   ecmwf-datastores-client
@@ -297,7 +298,6 @@ click==8.4.2 \
     --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
     --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
-    #   cligj
     #   dask
     #   flask
     #   huggingface-hub
@@ -308,10 +308,6 @@ click==8.4.2 \
     #   sentinelhub
     #   terrakit
     #   uvicorn
-cligj==0.7.2 \
-    --hash=sha256:a4bc13d623356b373c2c27c53dbd9c68cae5d526270bfa71f6c6fa69669c6b27 \
-    --hash=sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df
-    # via rasterio
 cloudpickle==3.1.2 \
     --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
@@ -427,9 +423,9 @@ dask==2026.7.1 \
     # via
     #   stackstac
     #   terrakit
-databricks-sdk==0.124.0 \
-    --hash=sha256:0da040d85d601a8cfaac11eaf77416a9f896a157f71f68d29228d396b11b6ff3 \
-    --hash=sha256:b30281c40a02f4f049d045e708da7a97e8bca3b4323d56114d33e0b674003194
+databricks-sdk==0.125.0 \
+    --hash=sha256:a562669e248324b808ed7915a73de61f53bae687baef383266a5907907618fef \
+    --hash=sha256:a99df74915361b2fbdf63803b4d7cc8e4b034d91aa317f8f9bfa51ee5d3777b7
     # via
     #   mlflow-skinny
     #   mlflow-tracing
@@ -659,9 +655,9 @@ gitpython==3.1.58 \
     --hash=sha256:621416df10ef3fd0e19fabf9172ddeed0fa704d353d04f194eec56a625a95b22 \
     --hash=sha256:d331e722577f0fd7fc1f857419b3ecc07af66282b933d2a4d95f84a042fdd50f
     # via mlflow-skinny
-google-auth==2.56.2 \
-    --hash=sha256:c8270ea95b2697b74e3d8438ae9c5b898e38b623b915c7b5c5635921e7de68a6 \
-    --hash=sha256:e28f103ca8091fb7012b99c44243d7366c29863713b8e34a220c3322b7a07051
+google-auth==2.56.3 \
+    --hash=sha256:40e229fc901f0a305b553050e5fce562d509bee0435be053abfa91582b51b90c \
+    --hash=sha256:8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53
     # via databricks-sdk
 google-crc32c==1.8.0 \
     --hash=sha256:14f87e04d613dfa218d6135e81b78272c3b904e2a7053b841481b38a7d901411 \
@@ -804,9 +800,9 @@ huey==3.3.4 \
     --hash=sha256:6de196c6ece2e38b5173f7510600091ab035c0e86b0958d0e5b38a82b9984666 \
     --hash=sha256:a6e2e9a8fbda15c2dfb8e33b23a5e6e228326ea8e0087c11027957ef7c210e96
     # via mlflow
-huggingface-hub==1.26.0 \
-    --hash=sha256:c8cd4e2df1ba9402f77fce9b509ec1d52debb502551789473f34016acc14e361 \
-    --hash=sha256:e8cca670caa5d8dfa7e45bf45e86b466698198cd8150c021bcdb4a86b9252364
+huggingface-hub==1.27.0 \
+    --hash=sha256:7df6827c2f956c60fbaa64646e979e566db76f619dd0a9729dfb8c5a3eb4f68d \
+    --hash=sha256:c1fed40ea82a6b41b477f5243546549b792ae0a93abcea608cff66089bf8f8df
     # via
     #   accelerate
     #   bmfm-targets
@@ -818,9 +814,9 @@ huggingface-hub==1.26.0 \
     #   timm
     #   tokenizers
     #   transformers
-hydra-core==1.3.4 \
-    --hash=sha256:ad0f7b05a0242255a8984d5a4ed2f6847f7b783ed727368a2c0155ec52d6c34c \
-    --hash=sha256:e58683692904a09f1fdfffa1a9b86bfd94e215b59f1ee17e7cd7d92738090d33
+hydra-core==1.3.5 \
+    --hash=sha256:71c441eabbde086062045e4d3fce9e26015244f1a4ac721cf3e444c7edf10633 \
+    --hash=sha256:a3ff35b4ea6794e4c83d993016f4bde4ac35797ebe7a08f30e83ed9341880331
     # via
     #   bmfm-targets
     #   lightly
@@ -924,9 +920,9 @@ juliacall==0.9.35 \
     --hash=sha256:7b1ad7572aff3651bbe4fa554140f0f5fd970c9820d998af6ae0deb98a270ad3 \
     --hash=sha256:fd58e7858b12a8e1aa44f9f9eeaea05ff8029dd9a19d98521a5451ca94f2f81a
     # via gridfm-datakit
-juliapkg==0.1.24 \
-    --hash=sha256:5fdb000639c2d00edbc7524753cc732d1503902473bdbf6bd46e69c7d8f2cbd5 \
-    --hash=sha256:cc3d39ccd26c82aa1fcaea413c6d7be062bbabdda07b922ac73a1abb7f38b7f8
+juliapkg==0.1.25 \
+    --hash=sha256:0c04922c54ffefa82fd35780809dc76e2c4ee4eda67770016ee136c7a06e826b \
+    --hash=sha256:6ef636c5d62e1d9ff66e5a901ca0bde807553e8d74710d6aa61792cfd80f91d8
     # via juliacall
 jupyter-client==8.9.1 \
     --hash=sha256:0b7a295bc46e8751e9adae84781f726c851c1d911bd793edc4a3bde942e3da81 \
@@ -1278,9 +1274,9 @@ natsort==8.4.0 \
     # via
     #   anndata
     #   scanpy
-nbformat==5.10.4 \
-    --hash=sha256:322168b14f937a5d11362988ecac2a4952d3d8e3a2cbeb2319584631226d5b3a \
-    --hash=sha256:3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b
+nbformat==5.11.0 \
+    --hash=sha256:7dbaed4a69cae28c2b4d44ab7430a6af4544fb89455023f6f21550be757b60c8 \
+    --hash=sha256:f70a17f591a9ccd1c601d5e61a4b20972703926df0ba42458ce14bf575766bb6
     # via
     #   gridfm-datakit
     #   gridfm-graphkit
@@ -1771,9 +1767,9 @@ pillow==12.3.0 \
     #   terrakit
     #   torchgeo
     #   torchvision
-platformdirs==4.11.0 \
-    --hash=sha256:0555d18370482847566ffabcaa53ad7c6c1c29f195989ae1ed634a05f76ea1e0 \
-    --hash=sha256:360ccded2b7fce0af0ff80cc8f5942a1c5d99b0e856033acb030bfc634709e74
+platformdirs==4.11.1 \
+    --hash=sha256:2efd27d363e8dd2e661639ffb398865a5e0a46442a11d266bf375a0e0c10e386 \
+    --hash=sha256:bb1af68078f25e2f3e111e2d43b8d536df41b73c8a684b40bb018223b66fae27
     # via
     #   jupyter-core
     #   tacoreader
@@ -1943,9 +1939,9 @@ pybigwig==0.3.25 \
     --hash=sha256:8c717b0222e6677956fd659c8a21650983679ffb3314427d7f68d2910fad202a \
     --hash=sha256:ba907b069ad498647661cc376ba79438728a321afb61a9eca333d60ca9c6d9a6
     # via bmfm-targets
-pybind11==3.0.4 \
-    --hash=sha256:3286b59c8a774b9ee650169302dd5a4eedc30a8617905a0560dd8ee44775130c \
-    --hash=sha256:961720ee652da51d531b7b2451a6bd2bc042b0106e6d9baa48ecb7d58034ce63
+pybind11==3.1.0 \
+    --hash=sha256:a1cc06b524ab3edca51f8ad3895f9c4fa20b8b19283173dff4ae781449dc9639 \
+    --hash=sha256:b8488090f8acffbcb6b5d6a85571a6827a0a2981ffb75e5a0b27b87c4a6b7dd0
     # via hic-straw
 pycocotools==2.0.11 \
     --hash=sha256:04480330df5013f6edd94891a0ee8294274185f1b5093d1b0f23d51778f0c0e9 \
@@ -2020,9 +2016,9 @@ pydantic-core==2.46.4 \
     --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
     --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c
     # via pydantic
-pydantic-settings==2.14.2 \
-    --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
-    --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
+pydantic-settings==2.15.0 \
+    --hash=sha256:0ba092c291c94baceb5eff768aa0d56400a457585bc0175925a5a5510303da42 \
+    --hash=sha256:694b793e84f766ba76a90ebdefc01d0a9a045dab0382bee70393da93712ad117
     # via scverse-misc
 pygments==2.20.0 \
     --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
@@ -2359,26 +2355,20 @@ pyzmq==27.1.0 \
     # via
     #   ipykernel
     #   jupyter-client
-rasterio==1.5.0 \
-    --hash=sha256:08a7580cbb9b3bd320bdf827e10c9b2424d0df066d8eef6f2feb37e154ce0c17 \
-    --hash=sha256:0c739e70a72fb080f039ee1570c5d02b974dde32ded1a3216e1f13fe38ac4844 \
-    --hash=sha256:1162c18eaece9f6d2aa1c2ff6b373b99651d93f113f24120a991eaebf28aa4f4 \
-    --hash=sha256:1e0ea56b02eea4989b36edf8e58a5a3ef40e1b7edcb04def2603accd5ab3ee7b \
-    --hash=sha256:26dbcffcf0d01fc121cbb92186bc1cb78e16efe62b17be45ad7494446b325cf8 \
-    --hash=sha256:2f57c36ca4d3c896f7024226bd71eeb5cd10c8183c2a94508534d78cc05ff9e7 \
-    --hash=sha256:31f1edc45c781ebd087e60cc00a4fc37028dd3fe25cff4098e4139fc9d0565be \
-    --hash=sha256:420656074897a460f5ef46f657b3061d2e004f9d99e613914b0671643e69d92c \
-    --hash=sha256:592a485e2057b1aaeab4f843c9897628e60e3ff45e2509325c3e1479116599cb \
-    --hash=sha256:8af7c368c22f0a99d1259ccc5a5cd96c432c2bde6f132c1ac78508cd7445a745 \
-    --hash=sha256:8eb87fd6f843eea109f3df9bef83f741b053b716b0465932276e2c0577dfb929 \
-    --hash=sha256:a3539a2f401a7b4b2e94ff2db334878c0e15a2d1c9fe90bb0879c52f89367ae5 \
-    --hash=sha256:ac8d04eee66ca8060763ead607800e5611d857dd005905d920365e24a16ba20a \
-    --hash=sha256:b4ccfcc8ed9400e4f14efdf2005533fcf72048748b727f85ff89b9291ecdf98a \
-    --hash=sha256:c5c3597a783857e760550e8f26365d928b0377ac5ffc3e12ba447ac65ca5406d \
-    --hash=sha256:cc1395475e4bb7032cd81dda4d5558061c4c7d5a50b1b5e146bdf9716d0b9353 \
-    --hash=sha256:d7d6729c0739b5ec48c33686668a30e27f5bdb361093f180ee7818ff19665547 \
-    --hash=sha256:e14d07a09833b6df6024ce7a57aee1e1977b3aec682e30b1e58ce773462f2382 \
-    --hash=sha256:e7b25b0a19975ccd511e507e6de45b0a2d8fb6802abe49bb726cf48588e34833
+rasterio==1.5.1 \
+    --hash=sha256:0898355908ed3614ba1415532432cf4a1a308b189b2c9d8307a26a44bcb1713b \
+    --hash=sha256:6fbafe970d44ec06179c7884cdb160a90311e3d19da25bff970fab06123f0201 \
+    --hash=sha256:821d49afd18498fb0918b72961b1b667193c64edf8cc484081c522d10b33980d \
+    --hash=sha256:833511f045ca49dafbf25da4762a0b19dcf5d046ded8b318c094363e2d65f474 \
+    --hash=sha256:9093a9277559ac0f954d9a0266886bc4037e3ffd7a40837f6ea6486a96c8c258 \
+    --hash=sha256:937944c445d4ea4d6969e9dbfcf305143c05fc4df2f8fadfa360cb2d0f65d7b0 \
+    --hash=sha256:a270366c4f44f7bb4367d7068b6de08c56b2b04049e3dfcd06d451141fee3a7f \
+    --hash=sha256:b117209922784ef7948f702a0e9eb26be744f4b24d31f5eb97c45c0f04e2e4c3 \
+    --hash=sha256:b3686865af2c67114f5dfb67df483db61bccad4078083a3dad481ea035e5d701 \
+    --hash=sha256:c1b6ae15f4ccad704f1fe8417da5c2250145c7bcdb91acb53833bf5aefdd9e48 \
+    --hash=sha256:c209e670abf0f30695a784c4f0170366462b9a3eaea3e49122ab2ce81799460b \
+    --hash=sha256:e31b65231a631b0b59471aeae4423167d42f88da0c5ee5a519dc07deb7a4666b \
+    --hash=sha256:e863b614cadad435a4394792b6cdc84324b15197629ad5a20c8d56cbc4eeff92
     # via
     #   contextily
     #   rioxarray
@@ -2806,9 +2796,9 @@ somacore==1.0.29 \
     --hash=sha256:5bb91a9c8b36d45fbe408b39311ccc09ae43fb418b322ea5d025e119b0c7d639 \
     --hash=sha256:93ef9f4d1ba88925ddb5f1772d465b9d8ce96bec329bc2ad9de44d7857e13126
     # via tiledbsoma
-soupsieve==2.9.1 \
-    --hash=sha256:4f4477399246b7a0c720a88ca2454b11cd6bb9ae4c9d170140786e916776c14c \
-    --hash=sha256:c33e6605bbc71dd628b00c632d58ae607c22bade247e52553928f83bbb75b4ba
+soupsieve==2.9.2 \
+    --hash=sha256:4a55d8cf158a9c2e587fa4922f1bbb91d68ac829e2d6f25403a85747c71daf74 \
+    --hash=sha256:8089a26fd974ca7a1f30276d3d8492ab266ab15af581642dfe8aa162e0c1c823
     # via beautifulsoup4
 sqlalchemy==2.0.51 \
     --hash=sha256:0f053118c30e53161857a953e4de667d90e274980dccbe5dd3829bbbeece72a5 \
@@ -2842,9 +2832,9 @@ stackstac==0.5.1 \
     --hash=sha256:1af0e1251100fe506b1f3c035ffcc34111ad67b264275d14a6775c4991e5f7f6 \
     --hash=sha256:3c596c9ccf502b6230b1c9e970a8099eeb94df867d0dea2fd45071223cb581e7
     # via terrakit
-starlette==1.4.0 \
-    --hash=sha256:cacd43738e07b834844e2c8e97b898b40089d74f2678234b0a3e93cd3d515813 \
-    --hash=sha256:ecf3a067176d63c6412f98c660dab3355b525584d3725c0c40a4519d33ec2130
+starlette==1.6.0 \
+    --hash=sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c \
+    --hash=sha256:d4e3ac5e546444960c710297a3c9fc3f7ebae1b7e963f3d36173b49da535be9b
     # via
     #   fastapi
     #   mlflow-skinny
@@ -2863,46 +2853,46 @@ statsmodels==0.14.6 \
     --hash=sha256:f1c08befa85e93acc992b72a390ddb7bd876190f1360e61d10cf43833463bc9c \
     --hash=sha256:fe76140ae7adc5ff0e60a3f0d56f4fffef484efa803c3efebf2fcd734d72ecb5
     # via scanpy
-stringzilla==5.0.7 \
-    --hash=sha256:00cf35c73405f9abff228297f9da010e36436fed9c157f05f7d3973ab48a7465 \
-    --hash=sha256:023287ba3842b3040d98d8f5337e030a91ebfed95123ea48f46fbc862557afbc \
-    --hash=sha256:0d79a1e8c050df0812b2ffd21234ebb4c8cd659889084734d2662e7ad8285a8f \
-    --hash=sha256:0d7aea71367d0fc3cc6b434e0e4524df6ddc978395554e214cd337f84973c426 \
-    --hash=sha256:132003482a9c91ab183d5bf95450992267afd19f3215bc281072ce0bd29bc935 \
-    --hash=sha256:15c710f85ef0050440be60eae30ba7ed211fff08ec4fe96afdc3654095b49e7a \
-    --hash=sha256:2de48648fe2be50710375e3890f0a4a5a8035d13a25ee3da7dc10541cfc6b971 \
-    --hash=sha256:2e15a30c26f1ad096d7dc3972baa09cf4cf5eaa933523d32c6917eb803a4bf27 \
-    --hash=sha256:2eb8f44e9d041bf673f22060898d37e3259502fff33e605c52e877e58ef7b414 \
-    --hash=sha256:2f73718844f1fe53f15c4bcc6451103be8b0a56530be1ea31c67b162c447d37e \
-    --hash=sha256:35b3d9a59b7fa340d80fa4ee90955c08bba92dd8982302d5b7661015d8fc06ce \
-    --hash=sha256:3d2c7ffe5a85c5c0c110de9269233b8e6077a3c5e0a9d6106ce0718facb9cdc2 \
-    --hash=sha256:42877329651d51f0be14b88e3936a49854cd833a7f8c8c1f98ac8e220b980860 \
-    --hash=sha256:4d9bb6bc49034aa0d3ee08a90bc56a11b9ef4568e31ff754bc310a4304848d70 \
-    --hash=sha256:52dae1da64a940c864abfaea1adabe15c9ddb6487b459380e6d36d792b1f4b62 \
-    --hash=sha256:5480fa906d3ae3f656c134dcceb604929cb6f5c61b158e5038285864c426587a \
-    --hash=sha256:55793b1d1c5f40b2c7bcef81912904bea2da8e2f193dcc9978a0e24b99a389d5 \
-    --hash=sha256:5b67e6b4b34f944bc0999ada93203dca0d26444d5b85b6ff6bb6bdfe73240a97 \
-    --hash=sha256:60260a594c0c5666b6b6fd827293e48b5adb6f52b0f2b5dd162bdca2217f6173 \
-    --hash=sha256:72e673d6a50ebdb628bce6b1f01586faf185a4d353645fe125329281116abe67 \
-    --hash=sha256:7b250a9d1254273101c8ff5ab2aac5aa92e835d715b1b42369ef5c5c63ac0fc9 \
-    --hash=sha256:820df2cf033a86020c9e0493a2e35bf60bc89a0c40d8eb956b447649ebe38366 \
-    --hash=sha256:8277ac82a54a2bb55200544fb060fa3e54771d3aade01b1eda2cf2ded1080861 \
-    --hash=sha256:9c7f4980a1ea1fe67bf28e35f3c7c250d2f18a6456caf44888221b6514211d89 \
-    --hash=sha256:adabc9d30875b787c36e2107258475c7e5177f751b0dd6dba82e76009ecddd2b \
-    --hash=sha256:b83b697e7e5d4c08ef27692f26faa8e06bcaabf9c1b8c6a1f30e39038923bb88 \
-    --hash=sha256:c47e3d53572414af177d0bddab1caa1676dc05321b337ec22923644dad51668c \
-    --hash=sha256:cdf8f1d4693612181432c2fc1ec210381ca3a8eff700e84b4dde79ee78520be7 \
-    --hash=sha256:d193ef1a3282d42f98dab10d5c8cbfc238fa89d58e8f3b9ee2e2b6e2450e08d4 \
-    --hash=sha256:d7d206e2939a842ddaa17e16608d6c3cc953ce5faac5f1ecfadc2e8d1dacf0a1 \
-    --hash=sha256:dce583e88a8fd7ece001f67d9596a04a997716b70449bc603a39cfa0a87b7819 \
-    --hash=sha256:e1b2a21139f80104e7cc223ff452184af403e8fb3fa72120416bdc26c022195f \
-    --hash=sha256:e6da3319918779af0b9b26387a9675587d89db924f0652a31b83ea84b960a663 \
-    --hash=sha256:ed17ae8729c0babff359bc8e4d6c8e8e4c24e0f66b93a4edb0adc11402ecb351 \
-    --hash=sha256:f08653215647bb4ee27f78ec698541266bd5b32d686c0bb89c7220a1d1eba8d4 \
-    --hash=sha256:f58c1f1e675b1058dce31c2ce51f6b7cb230658e11e58f2d603b8931587b8251 \
-    --hash=sha256:f5bf2de80619818fe8c81fba21e4b42e304a6829355946993c63454a81242401 \
-    --hash=sha256:f64c4c8b80920ea7f1661a6e774dc28a4b2f5441319fb2f55013a486b9a5469f \
-    --hash=sha256:fbf569f953f73e506dbec7584c8d6507a43563fa7e490bf87c76f47443a330bb
+stringzilla==5.1.1 \
+    --hash=sha256:01b7a6a3754791fe7bb3156ea0f7e063cc6fd666ed38b15e017bfffdbf422131 \
+    --hash=sha256:0f4f1a6b49cc8adbd2fbc0fded128403ca15fe4099d7be29b7bcd8ef4a59ec6d \
+    --hash=sha256:1fcca1f9ce79a2c7c153ca39bd5a109bcf7106c148c097d75c8794eab29732b6 \
+    --hash=sha256:24ee3e947ab8275e0e4de970a0bcc397b5809ba55be127ffb3569128f656726b \
+    --hash=sha256:3158add05c7ed3dc389d24512efede8cf76446fe9ffabf5d3318ca69d4b91cbc \
+    --hash=sha256:378f17da49c4b6ae9ddc669b160dfd9b282793374bbbf24323d1c90b4e9c2bb5 \
+    --hash=sha256:4203641008f6c72bb8da641c92ff28a8e3fe439a0c9d6e7e0349204b75819b2f \
+    --hash=sha256:4a55172f051a50be4b3a3ce23a9fb1b485ddcdcf8b8b562b8afe9e17fbd31158 \
+    --hash=sha256:4eb3583ea14b30d10871a762f1976ef93c2d6e9223127c359e774fc32d37c5fe \
+    --hash=sha256:4ed661fe74ee088439ce54b9c2f7f542b5820f807b170d0876b73e3e6333de79 \
+    --hash=sha256:551c9996023ee3e58761519e13d884eb91f18e101c9a296d32d1c0912cbc3745 \
+    --hash=sha256:648de414dea95a3b79fb925679ecbc7284a2a59001cd453457063c341be75acb \
+    --hash=sha256:6495ca9a43dcbe1e4f799d433da0fd84505a17662d15df9ef2b4de55c4d7aaa0 \
+    --hash=sha256:654e4de072e8b474f06d8613c87e31e3f7979f1be8d02e808152b5fdc515a8bc \
+    --hash=sha256:689373ecca9776970329411970d312bfdb79df8327d9a5be07380453b19aee7c \
+    --hash=sha256:696cd635c9152bf4627d5b90918630dcf696dd7cc5931457b86d4ccd8b7a1b50 \
+    --hash=sha256:6a3da023b9716764cc42b001aa8dd069de5d457d5c7b569bdad5ce79468a99e0 \
+    --hash=sha256:741db9a58fd15917f5b50e4cbf10230a82993f4bf1854103752edb7354ffbdd8 \
+    --hash=sha256:7584a4cbcd01f38fbb52e2f0488dfc49de09b54972d77fd66e136f40c18e441b \
+    --hash=sha256:7594392b1ab7830a7eb060d93e63c8711c2697a3e8aafd572d1caf585ad6862e \
+    --hash=sha256:75b0efc6369fbdb41b92ea8d8da111effa9a2e0ddde58f82d58b95277beef8c8 \
+    --hash=sha256:79f176052e0a004d42dfb6dd818a419d5c87ee98cccf27ce53e741ad029561d2 \
+    --hash=sha256:882a2d0da4123f33ecdcb152215ac1b563f206df895a54bd90a3d7a38cecae35 \
+    --hash=sha256:88916651b3c15d7227ff88f1246c431cd831da2a00f1dc68dd50d89f65b4a72b \
+    --hash=sha256:93720d7ed852380675a4fc916f59a8061b4693ace8c265dc6fe94e661eff8cf5 \
+    --hash=sha256:9b4dbd4148996f4653de2cafe7655ed0090b01b8bf8b3c47e8b662be149f5d20 \
+    --hash=sha256:a47b0677efb7bc86017849654fd21ffe769907d83a95138772bc69077408922a \
+    --hash=sha256:b37f9d3af5a11512a96e010360b9fa4f72b79494b4bf311940c83130e02eb1e1 \
+    --hash=sha256:b604965475e6aa9e2986316131b1001c57373aaedd52818f681395c6bcea6e30 \
+    --hash=sha256:bfcef35d47f4ffd1f235de935801fbc804792594599365345b66763d17f1d567 \
+    --hash=sha256:c35e292fbecfebdb009330d6e0c4246a5f60f82607744560e9929aab99fb9661 \
+    --hash=sha256:c6d28f0d831f7f7bc23cb807edd3756e1d23938059e2401f07090eff544b0bcc \
+    --hash=sha256:cb35e2df9aaa39d556d2083e1d48f5493417bfaede08a78b862c9c78fa885b75 \
+    --hash=sha256:d82a7f4e95e68cdfc28e843db7c2db70659b2e88d07dfd8a6427b7633669f519 \
+    --hash=sha256:da54926326c2f0f27065daf88ddc12c9b57f069cd7b1a42fce12c2978fbea66a \
+    --hash=sha256:dcb13e33872756348963f3c660c52fbdda5c101ab3cfa5f75dc65e97c220ee3d \
+    --hash=sha256:e16d8fdbfcb7b4ff97b262646a607d5644f54541cd7069fe495b8252cb4bcd1d \
+    --hash=sha256:f0424714e6dab66cf6ec8f847131bf0a037eb3689a3d062409c8eabc4429ce0e \
+    --hash=sha256:fb4cc8167ae62803fd057b2b4f44e79731039b8c3cffbd8bf307232304d69eb3
     # via albucore
 sympy==1.14.0 \
     --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \
@@ -3174,17 +3164,17 @@ torchvision==0.26.0 \
     #   terratorch
     #   timm
     #   torchgeo
-tornado==6.5.7 \
-    --hash=sha256:148b2eb15c2c765a50796172c1e499649b35f30d2e3c3d3e15913cfa56bfb163 \
-    --hash=sha256:66c513a76cda70d53907bc27cf1447557699c2e95aa48ba27a442ff61c3ddfc2 \
-    --hash=sha256:7778b30bef919231265e91c69963ce0f49a1e9c07ac900bbe75b19ce2575ba92 \
-    --hash=sha256:8a46347a18f23fb92b396beebe0fb78f61dda0cc302445202c16203d8a18848b \
-    --hash=sha256:8d759e71906ee783f8867b93bf26a265743da4c1e2f4a018464c1ba019862972 \
-    --hash=sha256:9da38de27f1da3b78a966f0dae12b5a1ea9afe72ca805d84ff06508272ddf100 \
-    --hash=sha256:de942f843533a039ef9fa3d9c88c7cd8a7c94553fb5ad0154270989b3d99a2c4 \
-    --hash=sha256:e726f0c75da7726eec023aa62751ff8878bd2737e34fbdd33b1ae5897d2200f5 \
-    --hash=sha256:f8de3bf12d3efdd0cbe7c8887868198f8a91415e3f29fcf258d9b8eb7b1d9ae4 \
-    --hash=sha256:ff934fce95643af5f11efdae618eaa73d469dc588641e5c8d19295a0c65c4796
+tornado==6.5.8 \
+    --hash=sha256:11881db6b7c168494be2c2d12e65931451bdf7ee718535418ae1d8855dd5a0ee \
+    --hash=sha256:547d63f450d570c14fe0e8db2cfb14c9bbd1c2503b4a6612586267955aa47b58 \
+    --hash=sha256:5d242290bdf7ab3151bc1065fdd75c0dcc21cbc7b49f22a4c56329c2d6566d22 \
+    --hash=sha256:67832909c4779c64942380cb5f044a5c6163d00831472d80e25e115de9917836 \
+    --hash=sha256:68a7468c7e289f8514d7d664101753903217eff1bb6822c6b5994a0b5f5bcb26 \
+    --hash=sha256:7b94ff0e128fe0542f3bd331fb44d06260fc4ac16881545159f34ef08aad4195 \
+    --hash=sha256:7e2360a0ffbe145eca8af0b19cb7203d79b1a98dd4cccdd6b368f6f49c2e3808 \
+    --hash=sha256:9452e1b208a8bd771e2cb1f2ff564985b9b214bdebbe622793e1799e0a6bd23f \
+    --hash=sha256:9715b5eb79735b2bcd454ce216a9275b7c0470e64ea1bf5742f78b2f72b26eeb \
+    --hash=sha256:cc6aa787d7cfab7c3d35189dc7a56fbd2399a569624c730c6b55b3d6531d0403
     # via
     #   ipykernel
     #   jupyter-client
diff --git a/requirements-product.txt b/requirements-product.txt
index 411833e..762aa5d 100644
--- a/requirements-product.txt
+++ b/requirements-product.txt
@@ -8,9 +8,9 @@ aenum==3.1.17 \
     # via
     #   lightly
     #   sentinelhub
-affine==2.4.0 \
-    --hash=sha256:8a3df80e2b2378aef598a83c1392efd47967afec4242021a0b06b4c7cbc61a92 \
-    --hash=sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea
+affine==3.0.0 \
+    --hash=sha256:573514d5c37e98401a0ec34139c2b725d9f9ae4d074662f4b62a47d6a2ba9f06 \
+    --hash=sha256:d1b15ed1877a4649a623468a97af6b2182889dc748d7f96d59d504e5c83c00bf
     # via rasterio
 aiobotocore==3.9.0 \
     --hash=sha256:5d344e97c518b010bea167c7f7ba4f9e785f9d2b8ac7af4fd00846c62f2c0a10 \
@@ -97,9 +97,9 @@ annotated-types==0.8.0 \
     --hash=sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7 \
     --hash=sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0
     # via pydantic
-anthropic==0.120.2 \
-    --hash=sha256:0f0bc2b381dc0eb41c8d886b815d79c2041cd2374f83aed36f574b6dc9c579c1 \
-    --hash=sha256:9722efc10c27a30a69f5338ddacdb35bc6a64297a4e4ba729bf83af873d5fb3a
+anthropic==0.121.0 \
+    --hash=sha256:6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011 \
+    --hash=sha256:e79d6e08ab3376602fc9a70d4d5ea3540817c76cf7e16658bed790834e1833d6
     # via vllm
 antlr4-python3-runtime==4.9.3 \
     --hash=sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b
@@ -144,6 +144,7 @@ attrs==26.1.0 \
     --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309 \
     --hash=sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32
     # via
+    #   affine
     #   aiohttp
     #   ecmwf-datastores-client
     #   jsonschema
@@ -315,7 +316,6 @@ click==8.4.2 \
     --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
     --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via
-    #   cligj
     #   dask
     #   flashinfer-python
     #   huggingface-hub
@@ -325,10 +325,6 @@ click==8.4.2 \
     #   sentinelhub
     #   terrakit
     #   uvicorn
-cligj==0.7.2 \
-    --hash=sha256:a4bc13d623356b373c2c27c53dbd9c68cae5d526270bfa71f6c6fa69669c6b27 \
-    --hash=sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df
-    # via rasterio
 cloudpickle==3.1.2 \
     --hash=sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
@@ -729,9 +725,9 @@ geopy==2.5.0 \
     --hash=sha256:7b6c849f18108dcce4faa3d614e2801107b465f7b05fd3c1db9db12e225ae950 \
     --hash=sha256:8ad8cc226b505ca4d272ae9a2eeba08b8a2c565fc9a04eaefc33ad49c32b51aa
     # via contextily
-googleapis-common-protos==1.75.0 \
-    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
-    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
+googleapis-common-protos==1.75.1 \
+    --hash=sha256:28a1934bcd33b9c9da66ac301a0a4227e3367f095a17d0375cb98f0a09d93b79 \
+    --hash=sha256:d3042c6c5a2d4e67113104d6b6818b59b6bd92a197f2a91508e801fe815cf071
     # via
     #   opentelemetry-exporter-otlp-proto-grpc
     #   opentelemetry-exporter-otlp-proto-http
@@ -801,9 +797,9 @@ httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
-httpcore2==2.9.1 \
-    --hash=sha256:4d8acbf8b306f48c9d6046591fd5ba4037d1b1b1000d140fc2c3eab1e9a0c0e2 \
-    --hash=sha256:6182472379e855fe4221246a2bb7ecede403bc61c6798062ae1787d051ccde26
+httpcore2==2.10.0 ; sys_platform != 'emscripten' \
+    --hash=sha256:13c0cc3d1919d4f28457f60cd2c2abe04113a8af184ccf1142811beba936f9dc \
+    --hash=sha256:7df06cfb34070cae4f7c89be69dc1095eca138e9704ceffb98d25c1912ab6f01
     # via httpx2
 httptools==0.8.0 \
     --hash=sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683 \
@@ -834,13 +830,17 @@ httpx==0.28.1 \
     #   mcp
     #   model-hosting-container-standards
     #   openai
-httpx2==2.9.1 \
-    --hash=sha256:1820fe14a9ab1107bfeff39259987429450b070ec0ff38cc87eb0d8c97fdc71a \
-    --hash=sha256:1932a768737e3666291582833da748cc4e563c337cf96706fccc04fa6e58764a
+httpx2==2.10.0 \
+    --hash=sha256:5e3194a432701e1cc6f69a8b1b2fa199ef907013fede8d9a09a2c5b7b8141a18 \
+    --hash=sha256:8741d7329fe2c7885fc9ceb61c8217acfb87a85f75723714b89ebf7ad7196338
     # via mcp
-huggingface-hub==1.26.0 \
-    --hash=sha256:c8cd4e2df1ba9402f77fce9b509ec1d52debb502551789473f34016acc14e361 \
-    --hash=sha256:e8cca670caa5d8dfa7e45bf45e86b466698198cd8150c021bcdb4a86b9252364
+httpx2-jsfetch==1.0 ; sys_platform == 'emscripten' \
+    --hash=sha256:70a0e3eabfef7cce5ad9c629f7d01ca05e418f586646f4ddf14782e4c1454c60 \
+    --hash=sha256:cb916b707601e69a07721aabc8f3f6659be3a6893bc1ff5c6f9e02241df2da32
+    # via httpx2
+huggingface-hub==1.27.0 \
+    --hash=sha256:7df6827c2f956c60fbaa64646e979e566db76f619dd0a9729dfb8c5a3eb4f68d \
+    --hash=sha256:c1fed40ea82a6b41b477f5243546549b792ae0a93abcea608cff66089bf8f8df
     # via
     #   diffusers
     #   segmentation-models-pytorch
@@ -853,9 +853,9 @@ humming-kernels==0.1.10 \
     --hash=sha256:4ded0998ff085afeddde70baf93f97c2929969ec3d4a63a52cfec5072bc972b4 \
     --hash=sha256:da3e46fb9fc9eba2a9327c2e8135ead68e390c955acd7449f97ee7c71666c8b1
     # via vllm
-hydra-core==1.3.4 \
-    --hash=sha256:ad0f7b05a0242255a8984d5a4ed2f6847f7b783ed727368a2c0155ec52d6c34c \
-    --hash=sha256:e58683692904a09f1fdfffa1a9b86bfd94e215b59f1ee17e7cd7d92738090d33
+hydra-core==1.3.5 \
+    --hash=sha256:71c441eabbde086062045e4d3fce9e26015244f1a4ac721cf3e444c7edf10633 \
+    --hash=sha256:a3ff35b4ea6794e4c83d993016f4bde4ac35797ebe7a08f30e83ed9341880331
     # via lightly
 idna==3.18 \
     --hash=sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2 \
@@ -1653,13 +1653,13 @@ nvidia-cudnn-cu13==9.19.0.56 ; sys_platform == 'linux' \
     --hash=sha256:6ed29ffaee1176c612daf442e4dd6cfeb6a0caa43ddcbeb59da94953030b1be4 \
     --hash=sha256:d20e1734305e9d68889a96e3f35094d733ff1f83932ebe462753973e53a572bf
     # via torch
-nvidia-cudnn-frontend==1.26.0 \
-    --hash=sha256:067e5bd08a1d25391188eb7206f711d88b916a926b929aec3609af3e43dbae0b \
-    --hash=sha256:1a1223c4e2e8bbe6f620148d6848f4eb773dd94bef534d5b748e91232b5be618 \
-    --hash=sha256:7f104a40cb6f25cf01b7d7e84cb99af7dedd32b1cb8264384c2f363b7a3f7fb6 \
-    --hash=sha256:7fee9922c6be2c1b43cb10162e7cd63ce102b0509c0f028e37ac23a959e761b4 \
-    --hash=sha256:cf064832e29d74ab5bafa341b1793650496ebfe0c94292ee00b61008ecf9aac4 \
-    --hash=sha256:ee50df3468f672aa31402fde4c911ad545d08e1d5e133e15bc55c3679d9fd9ca
+nvidia-cudnn-frontend==1.27.0 \
+    --hash=sha256:1da45d4de55394cce12a596776d6250cf8f98c14481d241444e881b1760adb83 \
+    --hash=sha256:649b9f5a20bded17bc917122bcabd83826b82cb9bbd5b74573b769a9f4930798 \
+    --hash=sha256:aa1caac464663202f8cc83fdeca02b0fd99cc43a538025758e6444ed16e312b5 \
+    --hash=sha256:bd917aa2f83af6f72ccbe3e999a7175c467e1004aeb45435fac67e45be3b5a5d \
+    --hash=sha256:ef1f1b4927f2f9e76a5ba83ac4bdc01a6a84750032429ea9c132599ec60c8947 \
+    --hash=sha256:f8f2e96b040d1c8d6c9df43fc72037a7bb79d1e1ad8a1bee202e31cb611bfc46
     # via
     #   flashinfer-python
     #   vllm
@@ -2001,9 +2001,9 @@ pillow==12.3.0 \
     #   torchgeo
     #   torchvision
     #   vllm
-platformdirs==4.11.0 \
-    --hash=sha256:0555d18370482847566ffabcaa53ad7c6c1c29f195989ae1ed634a05f76ea1e0 \
-    --hash=sha256:360ccded2b7fce0af0ff80cc8f5942a1c5d99b0e856033acb030bfc634709e74
+platformdirs==4.11.1 \
+    --hash=sha256:2efd27d363e8dd2e661639ffb398865a5e0a46442a11d266bf375a0e0c10e386 \
+    --hash=sha256:bb1af68078f25e2f3e111e2d43b8d536df41b73c8a684b40bb018223b66fae27
     # via tacoreader
 prometheus-client==0.26.0 \
     --hash=sha256:04a91bcf94e2cf74a44a1a874d651a2e853ed354b6e822f3b7487751465d5c2b \
@@ -2133,75 +2133,57 @@ pyarrow==25.0.0 \
     #   tacoreader
     #   tacotoolbox
     #   terratorch
-pybase64==1.4.3 \
-    --hash=sha256:0631d8a2d035de03aa9bded029b9513e1fee8ed80b7ddef6b8e9389ffc445da0 \
-    --hash=sha256:0d5f18ed53dfa1d4cf8b39ee542fdda8e66d365940e11f1710989b3cf4a2ed66 \
-    --hash=sha256:0e71a4db76726bf830b47477e7d830a75c01b2e9b01842e787a0836b0ba741e3 \
-    --hash=sha256:119d31aa4b58b85a8ebd12b63c07681a138c08dfc2fe5383459d42238665d3eb \
-    --hash=sha256:12f4ee5e988bc5c0c1106b0d8fc37fb0508f12dab76bac1b098cb500d148da9d \
-    --hash=sha256:153a0e42329b92337664cfc356f2065248e6c9a1bd651bbcd6dcaf15145d3f06 \
-    --hash=sha256:18d85e5ab8b986bb32d8446aca6258ed80d1bafe3603c437690b352c648f5967 \
-    --hash=sha256:1b62b9f2f291d94f5e0b76ab499790b7dcc78a009d4ceea0b0428770267484b6 \
-    --hash=sha256:1bf749300382a6fd1f4f255b183146ef58f8e9cb2f44a077b3a9200dfb473a77 \
-    --hash=sha256:1c0efcf78f11cf866bed49caa7b97552bc4855a892f9cc2372abcd3ed0056f0d \
-    --hash=sha256:1d45c8fe8fe82b65c36b227bb4a2cf623d9ada16bed602ce2d3e18c35285b72a \
-    --hash=sha256:1d468b1b1ac5ad84875a46eaa458663c3721e8be5f155ade356406848d3701f6 \
-    --hash=sha256:242512a070817272865d37c8909059f43003b81da31f616bb0c391ceadffe067 \
-    --hash=sha256:27fdff227a0c0e182e0ba37a99109645188978b920dfb20d8b9c17eeee370d0d \
-    --hash=sha256:2860299e4c74315f5951f0cf3e72ba0f201c3356c8a68f95a3ab4e620baf44e9 \
-    --hash=sha256:28a3c60c55138e0028313f2eccd321fec3c4a0be75e57a8d3eb883730b1b0880 \
-    --hash=sha256:2a8204f1fdfec5aa4184249b51296c0de95445869920c88123978304aad42df1 \
-    --hash=sha256:2ba7799ec88540acd9861b10551d24656ca3c2888ecf4dba2ee0a71544a8923f \
-    --hash=sha256:2baaa092f3475f3a9c87ac5198023918ea8b6c125f4c930752ab2cbe3cd1d520 \
-    --hash=sha256:2dc64a94a9d936b8e3449c66afabbaa521d3cc1a563d6bbaaa6ffa4535222e4b \
-    --hash=sha256:2e745f2ce760c6cf04d8a72198ef892015ddb89f6ceba489e383518ecbdb13ab \
-    --hash=sha256:356ef1d74648ce997f5a777cf8f1aefecc1c0b4fe6201e0ef3ec8a08170e1b54 \
-    --hash=sha256:398685a76034e91485a28aeebcb49e64cd663212fd697b2497ac6dfc1df5e671 \
-    --hash=sha256:3cf0218b0e2f7988cf7d738a73b6a1d14f3be6ce249d7c0f606e768366df2cce \
-    --hash=sha256:3f5791a3491d116d0deaf4d83268f48792998519698f8751efb191eac84320e9 \
-    --hash=sha256:46d75c9387f354c5172582a9eaae153b53a53afeb9c19fcf764ea7038be3bd8b \
-    --hash=sha256:53d0ffe1847b16b647c6413d34d1de08942b7724273dd57e67dcbdb10c574045 \
-    --hash=sha256:5b3365dbcbcdb0a294f0f50af0c0a16b27a232eddeeb0bceeefd844ef30d2a23 \
-    --hash=sha256:5c29a582b0ea3936d02bd6fe9bf674ab6059e6e45ab71c78404ab2c913224414 \
-    --hash=sha256:5d8277554a12d3e3eed6180ebda62786bf9fc8d7bb1ee00244258f4a87ca8d20 \
-    --hash=sha256:66e3791f2ed725a46593f8bd2761ff37d01e2cdad065b1dceb89066f476e50c6 \
-    --hash=sha256:6a10b6330188c3026a8b9c10e6b9b3f2e445779cf16a4c453d51a072241c65a2 \
-    --hash=sha256:6fac217cd9de8581a854b0ac734c50fd1fa4b8d912396c1fc2fce7c230efe3a7 \
-    --hash=sha256:702bcaa16ae02139d881aeaef5b1c8ffb4a3fae062fe601d1e3835e10310a517 \
-    --hash=sha256:72326fe163385ed3e1e806dd579d47fde5d8a59e51297a60fc4e6cbc1b4fc4ed \
-    --hash=sha256:72bb0b6bddadab26e1b069bb78e83092711a111a80a0d6b9edcb08199ad7299b \
-    --hash=sha256:7bca1ed3a5df53305c629ca94276966272eda33c0d71f862d2d3d043f1e1b91a \
-    --hash=sha256:7e46400a6461187ccb52ed75b0045d937529e801a53a9cd770b350509f9e4d50 \
-    --hash=sha256:8369887590f1646a5182ca2fb29252509da7ae31d4923dbb55d3e09da8cc4749 \
-    --hash=sha256:860b86bca71e5f0237e2ab8b2d9c4c56681f3513b1bf3e2117290c1963488390 \
-    --hash=sha256:86ee56ac7f2184ca10217ed1c655c1a060273e233e692e9086da29d1ae1768db \
-    --hash=sha256:874fc2a3777de6baf6aa921a7aa73b3be98295794bea31bd80568a963be30767 \
-    --hash=sha256:88995d1460971ef80b13e3e007afbe4b27c62db0508bc7250a2ab0a0b4b91362 \
-    --hash=sha256:937826bc7b6b95b594a45180e81dd4d99bd4dd4814a443170e399163f7ff3fb6 \
-    --hash=sha256:9a1792e8b830a92736dae58f0c386062eb038dfe8004fb03ba33b6083d89cd43 \
-    --hash=sha256:9f2da8f56d9b891b18b4daf463a0640eae45a80af548ce435be86aa6eff3603b \
-    --hash=sha256:a03ef3f529d85fd46b89971dfb00c634d53598d20ad8908fb7482955c710329d \
-    --hash=sha256:ad70c26ba091d8f5167e9d4e1e86a0483a5414805cdb598a813db635bd3be8b8 \
-    --hash=sha256:b0bf8e884ee822ca7b1448eeb97fa131628fe0ff42f60cae9962789bd562727f \
-    --hash=sha256:b1623730c7892cf5ed0d6355e375416be6ef8d53ab9b284f50890443175c0ac3 \
-    --hash=sha256:b33aeaa780caaa08ffda87fc584d5eab61e3d3bbb5d86ead02161dc0c20d04bc \
-    --hash=sha256:b6b664758c804fa919b4f1257aa8cf68e95db76fc331de5f70bfc3a34655afe1 \
-    --hash=sha256:bb06015db9151f0c66c10aae8e3603adab6b6cd7d1f7335a858161d92fc29618 \
-    --hash=sha256:bb632edfd132b3eaf90c39c89aa314beec4e946e210099b57d40311f704e11d4 \
-    --hash=sha256:c2ed274c9e0ba9c8f9c4083cfe265e66dd679126cd9c2027965d807352f3f053 \
-    --hash=sha256:c48361f90db32bacaa5518419d4eb9066ba558013aaf0c7781620279ecddaeb9 \
-    --hash=sha256:cde13c0764b1af07a631729f26df019070dad759981d6975527b7e8ecb465b6c \
-    --hash=sha256:d7344625591d281bec54e85cbfdab9e970f6219cac1570f2aa140b8c942ccb81 \
-    --hash=sha256:da1ee8fa04b283873de2d6e8fa5653e827f55b86bdf1a929c5367aaeb8d26f8a \
-    --hash=sha256:e48f86de1c145116ccf369a6e11720ce696c2ec02d285f440dfb57ceaa0a6cb4 \
-    --hash=sha256:e97b7bdbd62e71898cd542a6a9e320d9da754ff3ebd02cb802d69087ee94d468 \
-    --hash=sha256:e98310b7c43145221e7194ac9fa7fffc84763c87bfc5e2f59f9f92363475bdc1 \
-    --hash=sha256:ea4b785b0607d11950b66ce7c328f452614aefc9c6d3c9c28bae795dc7f072e1 \
-    --hash=sha256:eb51db4a9c93215135dccd1895dca078e8785c357fabd983c9f9a769f08989a9 \
-    --hash=sha256:f0b3f200c3e06316f6bebabd458b4e4bcd4c2ca26af7c0c766614d91968dee27 \
-    --hash=sha256:f30ceb5fa4327809dede614be586efcbc55404406d71e1f902a6fdcf322b93b2 \
-    --hash=sha256:f40b7ddd698fc1e13a4b64fbe405e4e0e1279e8197e37050e24154655f5f7c4e \
-    --hash=sha256:f7537fa22ae56a0bf51e4b0ffc075926ad91c618e1416330939f7ef366b58e3b
+pybase64==1.5.0 \
+    --hash=sha256:0030a64fe91791e5e553edaff3a55d319cd07fb5e097b09c5f7f45e4905c40cb \
+    --hash=sha256:0578c54f1ae89e6175eddb742dbaf2e95a060735ec11f4b661f762b635680cbd \
+    --hash=sha256:0abc0f2312c17765bf92dd382982cca9dc1b0148bf0d708f5f88339d84bb7687 \
+    --hash=sha256:0be37689b624ae293394fc826c9a048c6118520d6a962de033ffb054564bf61f \
+    --hash=sha256:11dfa286f6c5fe6795430bf08fc44b64c98e208558215b0590c9f28fd99a92e3 \
+    --hash=sha256:125945f5b3cde8b79a8f942cfdb0390f4388fb9458a41f5f2a93746e1ef3c546 \
+    --hash=sha256:1a2b9cf39b4d30f600df8c56cccbc03adfc6e1ae8c04cd6b181105a432d4a515 \
+    --hash=sha256:1aaae81669bf18b5a35dcb43dbb200f52b13f847a56bed7a2e82f31cc6f9f74d \
+    --hash=sha256:1bde27266ec4a56c38ef8e17998e430d30cc6310fde76332381bf5aaa81872ba \
+    --hash=sha256:1f315f07b269f074995c445b65dfde62d12c0e889e9c3b0534befdb05866e880 \
+    --hash=sha256:1f7ddf3a7f1c85061f246a481c63a70d7aadd0a49add8e6c109b65360fbf923e \
+    --hash=sha256:220d8ab003d44144d80f8b776019adedc23fdc7bcb270396744b9805a8186d0e \
+    --hash=sha256:26422429a0bb2f15773dacc0fcb1bcddfce68c6b2d41fc14bc7fc17f8c529542 \
+    --hash=sha256:28d5db510433bb1544dc128c4e7ebd85ae57cec2a4608edd1f7ca4fed3e53b3d \
+    --hash=sha256:2e79853f8e52ab0afa7b3ae445de23767b033fa0e58ad11099d3c6b79d012c7d \
+    --hash=sha256:3344ce336d9d8292125369c1475d1663e7e1a06894e8e5150307e11f782c6afd \
+    --hash=sha256:356e7bd1453551c06231df8411bfbaed9998fbcba2da723d84fb270ff1f977a7 \
+    --hash=sha256:4e8b163c8d2d2a5f414f2c31cdd91024e0c91c72e735a9a564a62460ac838acb \
+    --hash=sha256:545ab2a433769e3b8e1ce2b4f7b07218bbde202f4954fbfe52948b2522120727 \
+    --hash=sha256:5d09d63b219adfb1b40e104036dc2462234d2f06c05e436918e08f31a09a973b \
+    --hash=sha256:6be40c3311eabe8a816e00041844f9b249828015dc98be8a48a7c3275954ee76 \
+    --hash=sha256:75d21d0a2cae0bb071c68686d77e5100be611ec4e80e0d97f8736c27da0ab197 \
+    --hash=sha256:7661246f93c902bf147d5f7d72874902ef3e49a63ca3f0de333cb8e85765d2fd \
+    --hash=sha256:80b171f1546935be4dae1e01bfd8630d2712271e067858b7135726e7d9bc7cce \
+    --hash=sha256:865b7db127a95e33640ebcdb4bb3aad165d4873ee7c1008949129f3c4f900dd8 \
+    --hash=sha256:8b47a5b4a359e42b4b726cbd9558347c5324194aadaf12e4ad219efc89dc9812 \
+    --hash=sha256:8d303baddeddaccada149bbee270b3e2eedcaec2df082834895cdd897a602674 \
+    --hash=sha256:91aceea4287299ee60c1176909efd6f2de091da24c0d93d2f9861c93e3776ef7 \
+    --hash=sha256:92998479a2a4464d141ef709e52dc3e4d4d4ce7f3b9cb5052d2c56c55b405b15 \
+    --hash=sha256:9732eba18ba7fe44c1b2827bfaadf381fed3789bd7e20c990e6c8d1ceba0179b \
+    --hash=sha256:99570e43605b9c849ff1606e1691e503962250f80ec3e827249f7ad820e402d8 \
+    --hash=sha256:a1529b8e08a93dd9c00d1e3b3c2b627a9600d96c2f40143dc0b3a85f48fa85e5 \
+    --hash=sha256:a1f8f1bb4158069291fe6ac2d34db942418f2804564d04b8e97722041035f843 \
+    --hash=sha256:a34261348f88443d9e234f251a1f1fcb711c1cc006824fdb29b649735d8ac35f \
+    --hash=sha256:a9bcbdefd0858372c2e3c657ca8c1e2cdf0af5963cb45085cc861dfac0ddd422 \
+    --hash=sha256:aa56c549af248664ed7e1cc8ebc4dd7f1505b1444d8f3bf15b6a89b43dd4151f \
+    --hash=sha256:ae78cdaec57f21e7f44cc5f9866d694cc072e1b1082286f30fd74e7545fa2916 \
+    --hash=sha256:b0597ca31c472f3071844648ce5ab86a1732033ca230daffd8f87c6f8596a8ae \
+    --hash=sha256:b059b951347a6e16d29b1488f624a7b213c7e8482869b1eac2b684e6fb1ac236 \
+    --hash=sha256:b618ecec8f13b3f9dd58e257aa98fc9b017829a1bdc4f576e9146998956ec2c7 \
+    --hash=sha256:bf98b77c6cca5c5da30135b69b30668da07a32d41210c62121b34c84239d9d4a \
+    --hash=sha256:c8b5f52776f0277e72a9c7e7944f682de2b3ee4655b7972a48c53f871963741a \
+    --hash=sha256:ccbae849677648be456ea0de769a78e432d2d24f71cbdc739741e69f8160e0d7 \
+    --hash=sha256:d01e4d495c5b10e79de3449501e41d2bc2a4aa90844a3735eb962a3a01645971 \
+    --hash=sha256:d1149b7360dd99ef1ad10618df2a4f54a00385bc8d2c1aa244c0301a548ac415 \
+    --hash=sha256:d42196f594460a083084d8e3c2f2554c958ebd8fe19bc30ef1b938197436e7d5 \
+    --hash=sha256:d691553d1a88ed87cf1837babec3663275b29de906b48433c15b298e262e5243 \
+    --hash=sha256:e0143b3515b97bb3c4743fbdf10f53950c0bb1fe1a2db1054b422ba370594333 \
+    --hash=sha256:e675b15b7a7b81e5b1a1e747cc49f9f9e6649d3b5e8a61719b46b9a671433210 \
+    --hash=sha256:fb5dc922ce3cb4211caa7e29e6daee98f319e59f297a904acd74f2fdd0674356
     # via vllm
 pycocotools==2.0.11 \
     --hash=sha256:04480330df5013f6edd94891a0ee8294274185f1b5093d1b0f23d51778f0c0e9 \
@@ -2295,9 +2277,9 @@ pydantic-extra-types==2.11.1 \
     # via
     #   fastapi
     #   mistral-common
-pydantic-settings==2.14.2 \
-    --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
-    --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
+pydantic-settings==2.15.0 \
+    --hash=sha256:0ba092c291c94baceb5eff768aa0d56400a457585bc0175925a5a5510303da42 \
+    --hash=sha256:694b793e84f766ba76a90ebdefc01d0a9a045dab0382bee70393da93712ad117
     # via
     #   fastapi
     #   mcp
@@ -2617,30 +2599,24 @@ pyzmq==27.1.0 \
     --hash=sha256:f30f395a9e6fbca195400ce833c731e7b64c3919aa481af4d88c3759e0cb7496 \
     --hash=sha256:fbb4f2400bfda24f12f009cba62ad5734148569ff4949b1b6ec3b519444342e6
     # via vllm
-quack-kernels==0.6.1 \
-    --hash=sha256:266705ea82117e9b1c8a9e44d68a458519f2498d966c0efffd6812120c3995ad \
-    --hash=sha256:a694f89c91d137478de523c0227365a331ac9cb66790cfb08baa3dbfaafc71e7
+quack-kernels==0.6.3 \
+    --hash=sha256:dfa69468a3f71fb9f7192c087c82e85ad68d59155fa03e408a19c7069fb21b8f \
+    --hash=sha256:e307269931e18590f7555afb55debf28e266b4371960aad0528e4055ca8c79a3
     # via vllm
-rasterio==1.5.0 \
-    --hash=sha256:08a7580cbb9b3bd320bdf827e10c9b2424d0df066d8eef6f2feb37e154ce0c17 \
-    --hash=sha256:0c739e70a72fb080f039ee1570c5d02b974dde32ded1a3216e1f13fe38ac4844 \
-    --hash=sha256:1162c18eaece9f6d2aa1c2ff6b373b99651d93f113f24120a991eaebf28aa4f4 \
-    --hash=sha256:1e0ea56b02eea4989b36edf8e58a5a3ef40e1b7edcb04def2603accd5ab3ee7b \
-    --hash=sha256:26dbcffcf0d01fc121cbb92186bc1cb78e16efe62b17be45ad7494446b325cf8 \
-    --hash=sha256:2f57c36ca4d3c896f7024226bd71eeb5cd10c8183c2a94508534d78cc05ff9e7 \
-    --hash=sha256:31f1edc45c781ebd087e60cc00a4fc37028dd3fe25cff4098e4139fc9d0565be \
-    --hash=sha256:420656074897a460f5ef46f657b3061d2e004f9d99e613914b0671643e69d92c \
-    --hash=sha256:592a485e2057b1aaeab4f843c9897628e60e3ff45e2509325c3e1479116599cb \
-    --hash=sha256:8af7c368c22f0a99d1259ccc5a5cd96c432c2bde6f132c1ac78508cd7445a745 \
-    --hash=sha256:8eb87fd6f843eea109f3df9bef83f741b053b716b0465932276e2c0577dfb929 \
-    --hash=sha256:a3539a2f401a7b4b2e94ff2db334878c0e15a2d1c9fe90bb0879c52f89367ae5 \
-    --hash=sha256:ac8d04eee66ca8060763ead607800e5611d857dd005905d920365e24a16ba20a \
-    --hash=sha256:b4ccfcc8ed9400e4f14efdf2005533fcf72048748b727f85ff89b9291ecdf98a \
-    --hash=sha256:c5c3597a783857e760550e8f26365d928b0377ac5ffc3e12ba447ac65ca5406d \
-    --hash=sha256:cc1395475e4bb7032cd81dda4d5558061c4c7d5a50b1b5e146bdf9716d0b9353 \
-    --hash=sha256:d7d6729c0739b5ec48c33686668a30e27f5bdb361093f180ee7818ff19665547 \
-    --hash=sha256:e14d07a09833b6df6024ce7a57aee1e1977b3aec682e30b1e58ce773462f2382 \
-    --hash=sha256:e7b25b0a19975ccd511e507e6de45b0a2d8fb6802abe49bb726cf48588e34833
+rasterio==1.5.1 \
+    --hash=sha256:0898355908ed3614ba1415532432cf4a1a308b189b2c9d8307a26a44bcb1713b \
+    --hash=sha256:6fbafe970d44ec06179c7884cdb160a90311e3d19da25bff970fab06123f0201 \
+    --hash=sha256:821d49afd18498fb0918b72961b1b667193c64edf8cc484081c522d10b33980d \
+    --hash=sha256:833511f045ca49dafbf25da4762a0b19dcf5d046ded8b318c094363e2d65f474 \
+    --hash=sha256:9093a9277559ac0f954d9a0266886bc4037e3ffd7a40837f6ea6486a96c8c258 \
+    --hash=sha256:937944c445d4ea4d6969e9dbfcf305143c05fc4df2f8fadfa360cb2d0f65d7b0 \
+    --hash=sha256:a270366c4f44f7bb4367d7068b6de08c56b2b04049e3dfcd06d451141fee3a7f \
+    --hash=sha256:b117209922784ef7948f702a0e9eb26be744f4b24d31f5eb97c45c0f04e2e4c3 \
+    --hash=sha256:b3686865af2c67114f5dfb67df483db61bccad4078083a3dad481ea035e5d701 \
+    --hash=sha256:c1b6ae15f4ccad704f1fe8417da5c2250145c7bcdb91acb53833bf5aefdd9e48 \
+    --hash=sha256:c209e670abf0f30695a784c4f0170366462b9a3eaea3e49122ab2ce81799460b \
+    --hash=sha256:e31b65231a631b0b59471aeae4423167d42f88da0c5ee5a519dc07deb7a4666b \
+    --hash=sha256:e863b614cadad435a4394792b6cdc84324b15197629ad5a20c8d56cbc4eeff92
     # via
     #   contextily
     #   rioxarray
@@ -3096,9 +3072,9 @@ stackstac==0.5.1 \
     --hash=sha256:1af0e1251100fe506b1f3c035ffcc34111ad67b264275d14a6775c4991e5f7f6 \
     --hash=sha256:3c596c9ccf502b6230b1c9e970a8099eeb94df867d0dea2fd45071223cb581e7
     # via terrakit
-starlette==1.4.0 \
-    --hash=sha256:cacd43738e07b834844e2c8e97b898b40089d74f2678234b0a3e93cd3d515813 \
-    --hash=sha256:ecf3a067176d63c6412f98c660dab3355b525584d3725c0c40a4519d33ec2130
+starlette==1.6.0 \
+    --hash=sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c \
+    --hash=sha256:d4e3ac5e546444960c710297a3c9fc3f7ebae1b7e963f3d36173b49da535be9b
     # via
     #   fastapi
     #   mcp
@@ -3106,46 +3082,46 @@ starlette==1.4.0 \
     #   prometheus-fastapi-instrumentator
     #   sse-starlette
     #   vllm
-stringzilla==5.0.7 \
-    --hash=sha256:00cf35c73405f9abff228297f9da010e36436fed9c157f05f7d3973ab48a7465 \
-    --hash=sha256:023287ba3842b3040d98d8f5337e030a91ebfed95123ea48f46fbc862557afbc \
-    --hash=sha256:0d79a1e8c050df0812b2ffd21234ebb4c8cd659889084734d2662e7ad8285a8f \
-    --hash=sha256:0d7aea71367d0fc3cc6b434e0e4524df6ddc978395554e214cd337f84973c426 \
-    --hash=sha256:132003482a9c91ab183d5bf95450992267afd19f3215bc281072ce0bd29bc935 \
-    --hash=sha256:15c710f85ef0050440be60eae30ba7ed211fff08ec4fe96afdc3654095b49e7a \
-    --hash=sha256:2de48648fe2be50710375e3890f0a4a5a8035d13a25ee3da7dc10541cfc6b971 \
-    --hash=sha256:2e15a30c26f1ad096d7dc3972baa09cf4cf5eaa933523d32c6917eb803a4bf27 \
-    --hash=sha256:2eb8f44e9d041bf673f22060898d37e3259502fff33e605c52e877e58ef7b414 \
-    --hash=sha256:2f73718844f1fe53f15c4bcc6451103be8b0a56530be1ea31c67b162c447d37e \
-    --hash=sha256:35b3d9a59b7fa340d80fa4ee90955c08bba92dd8982302d5b7661015d8fc06ce \
-    --hash=sha256:3d2c7ffe5a85c5c0c110de9269233b8e6077a3c5e0a9d6106ce0718facb9cdc2 \
-    --hash=sha256:42877329651d51f0be14b88e3936a49854cd833a7f8c8c1f98ac8e220b980860 \
-    --hash=sha256:4d9bb6bc49034aa0d3ee08a90bc56a11b9ef4568e31ff754bc310a4304848d70 \
-    --hash=sha256:52dae1da64a940c864abfaea1adabe15c9ddb6487b459380e6d36d792b1f4b62 \
-    --hash=sha256:5480fa906d3ae3f656c134dcceb604929cb6f5c61b158e5038285864c426587a \
-    --hash=sha256:55793b1d1c5f40b2c7bcef81912904bea2da8e2f193dcc9978a0e24b99a389d5 \
-    --hash=sha256:5b67e6b4b34f944bc0999ada93203dca0d26444d5b85b6ff6bb6bdfe73240a97 \
-    --hash=sha256:60260a594c0c5666b6b6fd827293e48b5adb6f52b0f2b5dd162bdca2217f6173 \
-    --hash=sha256:72e673d6a50ebdb628bce6b1f01586faf185a4d353645fe125329281116abe67 \
-    --hash=sha256:7b250a9d1254273101c8ff5ab2aac5aa92e835d715b1b42369ef5c5c63ac0fc9 \
-    --hash=sha256:820df2cf033a86020c9e0493a2e35bf60bc89a0c40d8eb956b447649ebe38366 \
-    --hash=sha256:8277ac82a54a2bb55200544fb060fa3e54771d3aade01b1eda2cf2ded1080861 \
-    --hash=sha256:9c7f4980a1ea1fe67bf28e35f3c7c250d2f18a6456caf44888221b6514211d89 \
-    --hash=sha256:adabc9d30875b787c36e2107258475c7e5177f751b0dd6dba82e76009ecddd2b \
-    --hash=sha256:b83b697e7e5d4c08ef27692f26faa8e06bcaabf9c1b8c6a1f30e39038923bb88 \
-    --hash=sha256:c47e3d53572414af177d0bddab1caa1676dc05321b337ec22923644dad51668c \
-    --hash=sha256:cdf8f1d4693612181432c2fc1ec210381ca3a8eff700e84b4dde79ee78520be7 \
-    --hash=sha256:d193ef1a3282d42f98dab10d5c8cbfc238fa89d58e8f3b9ee2e2b6e2450e08d4 \
-    --hash=sha256:d7d206e2939a842ddaa17e16608d6c3cc953ce5faac5f1ecfadc2e8d1dacf0a1 \
-    --hash=sha256:dce583e88a8fd7ece001f67d9596a04a997716b70449bc603a39cfa0a87b7819 \
-    --hash=sha256:e1b2a21139f80104e7cc223ff452184af403e8fb3fa72120416bdc26c022195f \
-    --hash=sha256:e6da3319918779af0b9b26387a9675587d89db924f0652a31b83ea84b960a663 \
-    --hash=sha256:ed17ae8729c0babff359bc8e4d6c8e8e4c24e0f66b93a4edb0adc11402ecb351 \
-    --hash=sha256:f08653215647bb4ee27f78ec698541266bd5b32d686c0bb89c7220a1d1eba8d4 \
-    --hash=sha256:f58c1f1e675b1058dce31c2ce51f6b7cb230658e11e58f2d603b8931587b8251 \
-    --hash=sha256:f5bf2de80619818fe8c81fba21e4b42e304a6829355946993c63454a81242401 \
-    --hash=sha256:f64c4c8b80920ea7f1661a6e774dc28a4b2f5441319fb2f55013a486b9a5469f \
-    --hash=sha256:fbf569f953f73e506dbec7584c8d6507a43563fa7e490bf87c76f47443a330bb
+stringzilla==5.1.1 \
+    --hash=sha256:01b7a6a3754791fe7bb3156ea0f7e063cc6fd666ed38b15e017bfffdbf422131 \
+    --hash=sha256:0f4f1a6b49cc8adbd2fbc0fded128403ca15fe4099d7be29b7bcd8ef4a59ec6d \
+    --hash=sha256:1fcca1f9ce79a2c7c153ca39bd5a109bcf7106c148c097d75c8794eab29732b6 \
+    --hash=sha256:24ee3e947ab8275e0e4de970a0bcc397b5809ba55be127ffb3569128f656726b \
+    --hash=sha256:3158add05c7ed3dc389d24512efede8cf76446fe9ffabf5d3318ca69d4b91cbc \
+    --hash=sha256:378f17da49c4b6ae9ddc669b160dfd9b282793374bbbf24323d1c90b4e9c2bb5 \
+    --hash=sha256:4203641008f6c72bb8da641c92ff28a8e3fe439a0c9d6e7e0349204b75819b2f \
+    --hash=sha256:4a55172f051a50be4b3a3ce23a9fb1b485ddcdcf8b8b562b8afe9e17fbd31158 \
+    --hash=sha256:4eb3583ea14b30d10871a762f1976ef93c2d6e9223127c359e774fc32d37c5fe \
+    --hash=sha256:4ed661fe74ee088439ce54b9c2f7f542b5820f807b170d0876b73e3e6333de79 \
+    --hash=sha256:551c9996023ee3e58761519e13d884eb91f18e101c9a296d32d1c0912cbc3745 \
+    --hash=sha256:648de414dea95a3b79fb925679ecbc7284a2a59001cd453457063c341be75acb \
+    --hash=sha256:6495ca9a43dcbe1e4f799d433da0fd84505a17662d15df9ef2b4de55c4d7aaa0 \
+    --hash=sha256:654e4de072e8b474f06d8613c87e31e3f7979f1be8d02e808152b5fdc515a8bc \
+    --hash=sha256:689373ecca9776970329411970d312bfdb79df8327d9a5be07380453b19aee7c \
+    --hash=sha256:696cd635c9152bf4627d5b90918630dcf696dd7cc5931457b86d4ccd8b7a1b50 \
+    --hash=sha256:6a3da023b9716764cc42b001aa8dd069de5d457d5c7b569bdad5ce79468a99e0 \
+    --hash=sha256:741db9a58fd15917f5b50e4cbf10230a82993f4bf1854103752edb7354ffbdd8 \
+    --hash=sha256:7584a4cbcd01f38fbb52e2f0488dfc49de09b54972d77fd66e136f40c18e441b \
+    --hash=sha256:7594392b1ab7830a7eb060d93e63c8711c2697a3e8aafd572d1caf585ad6862e \
+    --hash=sha256:75b0efc6369fbdb41b92ea8d8da111effa9a2e0ddde58f82d58b95277beef8c8 \
+    --hash=sha256:79f176052e0a004d42dfb6dd818a419d5c87ee98cccf27ce53e741ad029561d2 \
+    --hash=sha256:882a2d0da4123f33ecdcb152215ac1b563f206df895a54bd90a3d7a38cecae35 \
+    --hash=sha256:88916651b3c15d7227ff88f1246c431cd831da2a00f1dc68dd50d89f65b4a72b \
+    --hash=sha256:93720d7ed852380675a4fc916f59a8061b4693ace8c265dc6fe94e661eff8cf5 \
+    --hash=sha256:9b4dbd4148996f4653de2cafe7655ed0090b01b8bf8b3c47e8b662be149f5d20 \
+    --hash=sha256:a47b0677efb7bc86017849654fd21ffe769907d83a95138772bc69077408922a \
+    --hash=sha256:b37f9d3af5a11512a96e010360b9fa4f72b79494b4bf311940c83130e02eb1e1 \
+    --hash=sha256:b604965475e6aa9e2986316131b1001c57373aaedd52818f681395c6bcea6e30 \
+    --hash=sha256:bfcef35d47f4ffd1f235de935801fbc804792594599365345b66763d17f1d567 \
+    --hash=sha256:c35e292fbecfebdb009330d6e0c4246a5f60f82607744560e9929aab99fb9661 \
+    --hash=sha256:c6d28f0d831f7f7bc23cb807edd3756e1d23938059e2401f07090eff544b0bcc \
+    --hash=sha256:cb35e2df9aaa39d556d2083e1d48f5493417bfaede08a78b862c9c78fa885b75 \
+    --hash=sha256:d82a7f4e95e68cdfc28e843db7c2db70659b2e88d07dfd8a6427b7633669f519 \
+    --hash=sha256:da54926326c2f0f27065daf88ddc12c9b57f069cd7b1a42fce12c2978fbea66a \
+    --hash=sha256:dcb13e33872756348963f3c660c52fbdda5c101ab3cfa5f75dc65e97c220ee3d \
+    --hash=sha256:e16d8fdbfcb7b4ff97b262646a607d5644f54541cd7069fe495b8252cb4bcd1d \
+    --hash=sha256:f0424714e6dab66cf6ec8f847131bf0a037eb3689a3d062409c8eabc4429ce0e \
+    --hash=sha256:fb4cc8167ae62803fd057b2b4f44e79731039b8c3cffbd8bf307232304d69eb3
     # via albucore
 supervisor==4.3.0 \
     --hash=sha256:0bcb763fddafba410f35cbde226aa7f8514b9fb82eb05a0c85f6588d1c13f8db \
@@ -3460,7 +3436,7 @@ triton==3.6.0 \
     #   humming-kernels
     #   torch
     #   xgrammar
-truststore==0.10.4 \
+truststore==0.10.4 ; sys_platform != 'emscripten' \
     --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
     --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
     # via
diff --git a/uv.lock b/uv.lock
index a8df965..18d9f71 100644
--- a/uv.lock
+++ b/uv.lock
@@ -8,18 +8,15 @@ resolution-markers = [
     "python_full_version < '3.13' and platform_machine == 'ARM64' and sys_platform == 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra == 'extra-15-algorithm-nexus-product'",
     "(python_full_version >= '3.13' and platform_machine != 'ARM64' and sys_platform == 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra == 'extra-15-algorithm-nexus-product') or (python_full_version >= '3.13' and sys_platform != 'darwin' and sys_platform != 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra == 'extra-15-algorithm-nexus-product')",
     "(python_full_version < '3.13' and platform_machine != 'ARM64' and sys_platform == 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra == 'extra-15-algorithm-nexus-product') or (python_full_version < '3.13' and sys_platform != 'darwin' and sys_platform != 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra == 'extra-15-algorithm-nexus-product')",
-    "python_full_version >= '3.13' and platform_machine == 'ARM64' and sys_platform == 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra == 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product'",
-    "python_full_version < '3.13' and platform_machine == 'ARM64' and sys_platform == 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra == 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product'",
-    "(python_full_version >= '3.13' and platform_machine != 'ARM64' and extra != 'extra-15-algorithm-nexus-candidate' and extra == 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product') or (python_full_version >= '3.13' and sys_platform != 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra == 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product')",
-    "(python_full_version < '3.13' and platform_machine != 'ARM64' and extra != 'extra-15-algorithm-nexus-candidate' and extra == 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product') or (python_full_version < '3.13' and sys_platform != 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra == 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product')",
+    "platform_machine == 'ARM64' and sys_platform == 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra == 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product'",
+    "(platform_machine != 'ARM64' and extra != 'extra-15-algorithm-nexus-candidate' and extra == 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product') or (sys_platform != 'win32' and extra != 'extra-15-algorithm-nexus-candidate' and extra == 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product')",
     "python_full_version >= '3.13' and sys_platform == 'darwin' and extra == 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product'",
     "python_full_version < '3.13' and sys_platform == 'darwin' and extra == 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product'",
     "python_full_version >= '3.13' and platform_machine == 'ARM64' and sys_platform == 'win32' and extra == 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product'",
     "python_full_version < '3.13' and platform_machine == 'ARM64' and sys_platform == 'win32' and extra == 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product'",
     "(python_full_version >= '3.13' and platform_machine != 'ARM64' and sys_platform == 'win32' and extra == 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product') or (python_full_version >= '3.13' and sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product')",
     "(python_full_version < '3.13' and platform_machine != 'ARM64' and sys_platform == 'win32' and extra == 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product') or (python_full_version < '3.13' and sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product')",
-    "python_full_version >= '3.13' and extra != 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product'",
-    "python_full_version < '3.13' and extra != 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product'",
+    "extra != 'extra-15-algorithm-nexus-candidate' and extra != 'extra-15-algorithm-nexus-ecosystem' and extra != 'extra-15-algorithm-nexus-product'",
 ]
 conflicts = [[
     { package = "algorithm-nexus", extra = "candidate" },
@@ -90,11 +87,14 @@ wheels = [
 
 [[package]]
 name = "affine"
-version = "2.4.0"
+version = "3.0.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/69/98/d2f0bb06385069e799fc7d2870d9e078cfa0fa396dc8a2b81227d0da08b9/affine-2.4.0.tar.gz", hash = "sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea", size = 17132, upload-time = "2023-01-19T23:44:30.696Z" }
+dependencies = [
+    { name = "attrs" },
+]
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