pelikhan · Oct 27, 2026 · Oct 27, 2026
diff --git a/.github/workflows/requirements-agentrx.txt b/.github/workflows/requirements-agentrx.txt
@@ -34,8 +34,65 @@ cryptography==50.0.2 \
     --hash=sha256:4061c0079120205fb760c58acab6443e217307dcf05e3702cf970e0689972856
 cycler==0.12.1 \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
-fonttools==4.66.1 \
-    --hash=sha256:7b8ff9e0edbcee2fbf7dff0c41b9041c1901c26acf64e23adb67495012df11de
+fonttools==4.67.0 \
+    --hash=sha256:0781fe22583529e1e98bb8a3a33040632e202a4c427ed7e65412c41a21b8ebcb \
+    --hash=sha256:07a2f36b3263faadf5b7b548f62fd3cac401e490189c82b16f7139ac0df91cd4 \
+    --hash=sha256:13d7507252c5a5d7941a5fa1be27d335c378ef07983ea2bb24988bf600eadd5e \
+    --hash=sha256:1671e5f368b0c136ed9fb62fef26c7e425b4ebb0bb669a1cb7ba453f5bba580b \
+    --hash=sha256:1be99c1f07fca59510d657ef3eae584b5273fa4e203aff2383b3520744e19536 \
+    --hash=sha256:1f200cd2cf046a5a0b03babe84ebf8bbc12187d5d57f50bc03f24be89e7c1605 \
+    --hash=sha256:2a09d33a9264a6b29efca9dc633b53969aaedb250a9c8521d60f51280cef65ca \
+    --hash=sha256:2bfab2f5d1d255dec82f4bd082a1c10e77df808e42210890f50a9c30bf91570e \
+    --hash=sha256:33ae23a531795864fcdbbab91a40c824976e22642c05efca3bd8a0b00630d0e7 \
+    --hash=sha256:36f0fee56227b909c9d1392f17b23803616f1f04efbe020c176d9945cabc0be5 \
+    --hash=sha256:38fc772182ebff3e2ebba7886460476eb65842b601ca0b9221a6a5826136396e \
+    --hash=sha256:3a19f6d5e1a373f2e4a5bdb9452c8ba212dd9f1e43df2fff042b896e28084e4a \
+    --hash=sha256:3b34324deb3e09ad648039a0a86d945b83f23a44fe3da74a84e6ada71fe0b650 \
+    --hash=sha256:3cb57e6600ca77c0b1729cf8adc23bc0652633a37f18cfa934d9c7bc3de25519 \
+    --hash=sha256:3fb95166eaebad72f9deb1d0d781f652525f47e4693e553dad3954cf68ed6e9c \
+    --hash=sha256:4304f03ed7f4ba000a8dcc941ad854bfa52e2f3b6112b8f099b6f431cf98e701 \
+    --hash=sha256:451077d2fc61a2a03f5dca54d84fbb01051ad781f48ea137eff35c775a4cb025 \
+    --hash=sha256:47dba566b4f475b0fb5f83129487c21b6a6a4edc41c0eec52524f969a68a3d45 \
+    --hash=sha256:48696b630069e29b8aa5ea8b034e4f651a2e112073938ec16bd536dadde1debf \
+    --hash=sha256:4e2c1586b5b6588a47d02e2588170eefdc996b708f2659c44dbe169bd6fcacb5 \
+    --hash=sha256:50c41e30aa2e0130b80d1a58ac0f3ea7c02a854a70dbea1ff8d88e0ce524806f \
+    --hash=sha256:5377e0e991e3e2be47fd1215414b20c2288b546e5a8c6d80b1a7cde9c72a89e1 \
+    --hash=sha256:592d8f72024dea0408739a92599e4f839b960e1e887b25adc76dc87271fdac76 \
+    --hash=sha256:59f44309ce78851c9621ee88e3f667ca3fbcc89dc0e8641336be3f12ba06bfd4 \
+    --hash=sha256:5ad690ea5bfd8913d1a6e5d5e9825ccf4ed342716e63c2b0d7f490d50235daef \
+    --hash=sha256:5ccaa87b312219d02cf72a79f1eb2f3ce028882d6fd1b79336141005db83b84e \
+    --hash=sha256:621b3152b5d0412381b792bacfe410ac1f09c2c4f28a44bd19d26fe7160cfc96 \
+    --hash=sha256:64e56d0d6a39780fee86955c758674538387b18f911ea904a4aae8f8e30fa26f \
+    --hash=sha256:690ab72d338aa9bf8e5cd9aefb86e0d3c458d8b9de4df041fb7dc2ed4703144e \
+    --hash=sha256:6c19a770a8d273371a37969003c143eaa629ab893c3db028af8b91d04c6f9a6d \
+    --hash=sha256:720bcf27727193b0fe1883c2e036dc88e37047916e977f5c3daf6ee4316e9656 \
+    --hash=sha256:72d6d316dffc92eadb771f697f289ea7b60f689580931328905a267bd170f93b \
+    --hash=sha256:7343cd0ef70edf8be7f4913cb9b55b992fb4e04055b47dcfecddcc2eb045a9d2 \
+    --hash=sha256:768a33bbe6ec5ba8f19979f938752f06d4e614cb554fd47abd7830f2007660e3 \
+    --hash=sha256:775364ac079e2ea7a2eedb5f9172c57b059d638ff79e2bf8d4257e5805713f32 \
+    --hash=sha256:77e0d4096a2ac60aebe43928b5382766df2d148577db8e8ff79b6a50879a6c06 \
+    --hash=sha256:8239e2ca24878715a19f061d065b5721e87da81d145e48b3418f771a469b5a24 \
+    --hash=sha256:846982e89b1861d6c9d7fcd6567aec3fa5a10ad313e7f2076045fcd339cfbd8e \
+    --hash=sha256:84a3aed005de106fb1794372dace82eca50859d52ae26da4bb6c602480a41250 \
+    --hash=sha256:89ad62d116f45bb45873bb92fd69c14a720ba591cba488044731954a5565e194 \
+    --hash=sha256:8c21073cfe7129aaa070d94f575c1e2a880ae4aae1dcffd5352f174b96d27d16 \
+    --hash=sha256:8c58a8a9ad447bead6f91e5f50b23c0e4988538cdbd9bf2f68952b39f5900a84 \
+    --hash=sha256:916836845e4b1c1447bb61390ffb3cb5f2940fd9f5d6de4685539a81806c7764 \
+    --hash=sha256:952eb091689545d86d16e40f719ed7bb086dd810a07dcc9ea2ca0a81004810a3 \
+    --hash=sha256:9c38fece8156cbda31b42d49c4a187858056a35932b88233b6fb31eaca5cf67f \
+    --hash=sha256:ad813967410ba6d24a52850df59b164ee17883f17b96a91b4b0ac6e9d7b5a118 \
+    --hash=sha256:ad8b4f7c754a627e91908fa1a1ccc90b489cd2810c0ba16acd26ea2ff5273db7 \
+    --hash=sha256:b274ed3106b8086f237b7dbb1529c28142ba10ae40b9d285be0ae6a44b2946d0 \
+    --hash=sha256:b3ddf350e74508102b33dc6b32984b6dd751359a7c57732bcd39f9d7cb37d71e \
+    --hash=sha256:bd3239e5709fd4c3343db67245ede46aece610d7f7ef61afb174718122479282 \
+    --hash=sha256:e0ca4c8438dd6320f5850c9bbee3b3980455ee3bac602a9a0299caf9e799a0e8 \
+    --hash=sha256:e2b5d511ea012dce7bd6df12b279b7d7a5b01b019865717d03ae679f4b944fa5 \
+    --hash=sha256:e8a8545cbd58bd29494ffe81e3cb35f8a29332a8e495c42bec334145ce8cd65b \
+    --hash=sha256:eb3c98cac93aac4b9f6e3ce2008325340b234cc9b0338ca6b513f31962a1e278 \
+    --hash=sha256:f672398385849ff79e7dd50c0a06efe110c8ba23d8890f9b45fbb922bc2f55f6 \
+    --hash=sha256:fc6b6b03aa44f504c8734e62ccc3e4dcda9f4b8213a85aa80742e4d1cc9d96ef \
+    --hash=sha256:fcb9743140419410161acfe7ec205fb0a8a703acfccb85b586becb5a97c047c9 \
+    --hash=sha256:fd79e36c2968e9fc3e1b082f2ba7dc63ae88a161a3d8ceaa0746b906455f3617
 frozenlist==1.8.0 \
     --hash=sha256:494a5952b1c597ba44e0e78113a7266e656b9794eec897b19ead706bd7074383
 h11==0.16.0 \
@@ -50,8 +107,126 @@ iniconfig==2.3.1 \
     --hash=sha256:9121e2c1fdb355232495be3194c8dfe87ccc2d5dee45947b78e68f499790d7a7
 isodate==0.7.2 \
     --hash=sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15
-jiter==0.17.0 \
-    --hash=sha256:8c21265b251d99bbb40080d178a8953e35601d3a1564e05c4de4c0d2ca616797
+jiter==0.18.0 \
+    --hash=sha256:029da1f29852beac2f9001f20209b73b29b4d7bdc748c7f8028895769e2cc0d8 \
+    --hash=sha256:0390fa550fcafbf69fb97ccb287bd71192f90410a1c7dd600ca4000aa9aabcf2 \
+    --hash=sha256:04a484fce032a8b2c21dec0410a805d7b16573eb34297156a3b4d242c507d2b4 \
+    --hash=sha256:04aa358fd3217dedd673e9331febe8cccfa4a00382e5372b39efcafe7447ff63 \
+    --hash=sha256:04d67a44b040a6662a35edc9869030f7aa566bf5baaf3549c99d847aa44213e2 \
+    --hash=sha256:04e210f5ddcccdbde484821040216a112381e6484abc549c20c38e9698ab07ca \
+    --hash=sha256:07ae058bc052ead609b49bbae78c01bf4dee8f5f9d21705cbae9bfe59b33efc9 \
+    --hash=sha256:0a41d8ef9f757fd5c11ce2fa56c9c4d008d857e97b6d0edfccbaacbd50830a75 \
+    --hash=sha256:0ccf55f6fcdcee82fe40ae617e9d64b8e5f433fa6cb5bf7d2969e584e6df0e5d \
+    --hash=sha256:118c1fd995f349f1cad0557f31d6860f336b4aeef7f002dedbc068027f68e2c3 \
+    --hash=sha256:1277ac083a58d2f49a24ff9a28fd9876a6443a1992d4467a1db80fb45e354b18 \
+    --hash=sha256:131446a60b54ff9d4db62633a74189056387f6b2ad4e5171d3e7ed7977e31eb4 \
+    --hash=sha256:1517648b5f6268513dea206241a99d9991d6ffcbdbc406848e77a7f02ed3ccf1 \
+    --hash=sha256:163a55e77f8e92d739b1f4ef212f1d445ddc58ecdf0da1feca44ef424b5331f8 \
+    --hash=sha256:1b291352b1f7dcf095b2a9d540777d59588c81685cc23f7c53f4356e07385e62 \
+    --hash=sha256:1df7b0ce46d869c49c77670ba31db737d96fd1bd4ae44d790d33bb731962c994 \
+    --hash=sha256:1f8b3b3d8761dee3cddcb5d3e99eaccc0155bbefc345affcdedcc758a4933a1f \
+    --hash=sha256:22d8dd757e603224e46786d63cb7d7bfbddc8f579a02e7b082840468d18c06f3 \
+    --hash=sha256:2485807c282b6df64d9135551c2d8e9ac2b098b4c85157979fc7ca8bd884a3b4 \
+    --hash=sha256:248e939f67a9f8030e2624260a9f417decfe275af37aa96728d256468a9c4086 \
+    --hash=sha256:285cc15ff9ffcd4ce7f0b9ce02fcbc65e22fcf7dfbda1a3d71ccac8d7b73f8a1 \
+    --hash=sha256:2ea4f2ed18eba7454182d4ff727444788ae51ad11bf5a25ad892f5f0ad3e754b \
+    --hash=sha256:2f7ba518893a4ccef5afb38e41bc3e126bf652354417ec4e75e5a5b000fb1ef6 \
+    --hash=sha256:3027e8ec2c86106bfd4b125af27aa6dd5eed2ab63427c35138e039931a98ba7c \
+    --hash=sha256:30f8ae18425e0247ffff4e4a5753ec1952e1b81ed4e7949b84e5ecfaf8315833 \
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+    --hash=sha256:39ef656cf371971486ec545ca0ae2da8d037d5479bc906121e3e46de86ee73c4 \
+    --hash=sha256:3b49071fb7917cdbc6d80c81a491c6ad146c1a8fd6cb3076cd3c1bfeb6e266f6 \
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+    --hash=sha256:c435e795a7ea4b372166a058a5b49a25caeb9c94e469a1414868b14c83ee5c41 \
+    --hash=sha256:c73922e4ff4b1ad2929cd795c98223c6688a43c5fd42e9deb8955e4d43b00abb \
+    --hash=sha256:c8f69ef2e28f8c1759bc1522385ab3e4ade0b1056053cecf67449a947c4525a8 \
+    --hash=sha256:c938de3832ca88ca879bbf0c24673cbe0176b502eec8d2364f35c9edb9bdf890 \
+    --hash=sha256:c9c8a61d6227cdcb0a67c678f30a020837c9f3dd7e0b3f916781defa157e4eb9 \
+    --hash=sha256:ca381b4a466023d1fdd04c889c759b46f7d9654f622b28bb01e65abf31d07bba \
+    --hash=sha256:ccdc09887b04f50f1761eedcfd19da882d9d834096bc1215049af637023f7db7 \
+    --hash=sha256:ccf224d2e706be81d464b59c2bc3f98ba65d12c092c1789e625127e64488944e \
+    --hash=sha256:d55acd326db8ecfc94f21951abd20902c7939d35925444e48d94527e287bead7 \
+    --hash=sha256:d7424194e68ef44e94290961f59319850d7ce11a329a3957f91709c15ded6618 \
+    --hash=sha256:d8013186f2b9a8c27ededa601050392527aa9d27ffd35d49aae424fbd2062f38 \
+    --hash=sha256:d9b61af76a3cd90ad9656a331737d97dab8c05facb2d04cb41fb16c9adadc966 \
+    --hash=sha256:db7804a8d3a433a3c5e08cd658ea69a6ee9a2ee43b756dd20048dae5a3d7ac67 \
+    --hash=sha256:dd7e57efd54a3580620f635c48a3226f910e23649b7eb83ffbc6f0f3386293b8 \
+    --hash=sha256:df6d792b41ad90783cf9c3c8f66b02f06025250533b92997913ec600bcb0d075 \
+    --hash=sha256:e4d4819398d5330636bc0b91ccc0048dba782076fb99257038257ba6f121c840 \
+    --hash=sha256:ea69e23481497c2143775a98d273ccc43de5c92a6387df18c903d2d37bc2b181 \
+    --hash=sha256:ebb0c346b6c5d9c033fe9e9b6ed6a1ff6dac0288fe681c3434dde6eb9c264fa1 \
+    --hash=sha256:eec2da60423287bd60377b0fad1723560dcc51cfb2b99615be8431ad425c4438 \
+    --hash=sha256:f035d01b450ac4e141502f1ce142462cee638198ff5a0237c80e6683798b3b87 \
+    --hash=sha256:f1e738b851019d6bb6ff4a42c6319bdede967dec958ef3ec6feb7ab9d12408f7 \
+    --hash=sha256:f5e5d58f589412c7774b3a2c4878b8ee54f9804840075822ad2bd2356a5080fd \
+    --hash=sha256:f9083a7c2a4ee6358bc0401c46b4d5090f208f6fadfb6275c7b5fe3217e13506 \
+    --hash=sha256:fe42726d7fe171cd8fc1966d4457a6aae03bd408d519d2cc5e7726805460b51e \
+    --hash=sha256:feadebdfee32c61e91066433f4aa74c891752e26e43032c1feef08dda6d9b6ed
 kiwisolver==1.5.1 \
     --hash=sha256:34633ecf50d16187ab8e5528b7a2530f2feb4e23f300db4672538b51cfc5cd38
 matplotlib==3.11.2 \
@@ -64,8 +239,9 @@ multidict==7.1.0 \
     --hash=sha256:fed6b7705d49dd07e5e0dd5f5c873fc44047e92d714299b13245b5fecac49d01
 numpy==2.5.4 \
     --hash=sha256:fbde6962867ee75b48b0ee29b2b9372ec5d617799dbaf38e82dc0596f2f7738a
-openai==3.31.0 \
-    --hash=sha256:e5839f6670483f368de40ce3422f524c1afaf12ff8660539f53489e200db8d78
+openai==3.37.0 \
+    --hash=sha256:670bd6f699000d43a2073bcf94374a55bb133bfe5de0d084d47eb9bb9f6a8e5d \
+    --hash=sha256:d9f5b000f52397a7f9f946012744c5bc4c962eed3c100385252464c273a63e57
 packaging==26.3 \
     --hash=sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c
 pillow==13.0.0 \
@@ -170,8 +346,9 @@ pyparsing==3.3.3 \
     --hash=sha256:ece8c00a69cf01b45d0b1dedabb469c90d8caf996d4fda40f147627a122849a4
 pytest==9.1.1 \
     --hash=sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c
-python-dateutil==2.9.0.post0 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+python-dateutil==3.0.0 \
+    --hash=sha256:3c79630202e4152c6add678446984236efe4f57e84d8e892aab0637bab82e9fd \
+    --hash=sha256:7ebcb3c29a92f3ceafe79a7a48a5c45677e9e004bbeec5742ac0bbb00560b7a2
 python-dotenv==1.2.4 \
     --hash=sha256:42269a8a5b3fd54ffa6f3d84b18abed50064717576b4ecf03dc4a55d8aa04fdc
 requests==2.34.2 \
@@ -186,6 +363,8 @@ typing-extensions==4.16.0 \
     --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8
 typing-inspection==0.4.4 \
     --hash=sha256:65b8397ba37ccbce054456aaccddfc91e6e3083c92824df348d96ca832f3f147
+tzdata==2026.5 \
+    --hash=sha256:b683bd1b6659ddcd810ff02ad09ba821d4bf1065072805063eb35c49617905ac
 urllib3==2.8.0 \
     --hash=sha256:0cf3cae568d36aa9576b28dfb35f11328f1cb974ca7647d9475ebb86c75ac6e3
 yarl==1.25.1 \

diff --git a/.github/workflows/requirements-geo-optimizer.txt b/.github/workflows/requirements-geo-optimizer.txt
@@ -19,9 +19,9 @@ lxml==6.1.3 \
     --hash=sha256:49fbc2682a9306135b7ec49e93f97f9c26689b9b7f96ed2742d8d6497e994d13
 requests==2.34.2 \
     --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0
-soupsieve==3.0.3 \
-    --hash=sha256:7dcf6022eed0399eb9934a75e020148f7a2024c37b7dfcd3cf2c5505d69c364e \
-    --hash=sha256:fa30e3ba4809cb81ce1f3209f2fbe3e779fc445f0439bc147a0d7c4601743f21
+soupsieve==3.0.4 \
+    --hash=sha256:8412826614f9c632227067d0985aeb9f584bd15efc852955430e097a9fe7afbf \
+    --hash=sha256:924fab84ae21604c19e175e1f39815eb6fa83ba23836e09e9de180925e5bc4c0
 typing-extensions==4.16.0 \
     --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8
 urllib3==2.8.0 \