diff --git a/projects/ai/gen-media/marketing-agent/marketing_agent/requirements.txt b/projects/ai/gen-media/marketing-agent/marketing_agent/requirements.txt
index 091d5970..849d863b 100644
--- a/projects/ai/gen-media/marketing-agent/marketing_agent/requirements.txt
+++ b/projects/ai/gen-media/marketing-agent/marketing_agent/requirements.txt
@@ -223,53 +223,53 @@ click==8.4.2 \
     --hash=sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6 \
     --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
     # via streamlit
-cryptography==49.0.0 \
-    --hash=sha256:026ac7423e6fa66872d3bf889be5974507da3944f866f704fa200eadacd00001 \
-    --hash=sha256:07cab27cc7b7e0fd28e5e26bb9eeedde5c135c868b46de4a27845abe94af6122 \
-    --hash=sha256:084ef1af862eb07ec46d25f68689f2102a9fc0e05ce7b80f14f5fe51e4eef0f6 \
-    --hash=sha256:0b82e28ee398a386f0807bba7884d30f25218855690f45115831bcce5d90822c \
-    --hash=sha256:0e959b578856a3924bc0cbb710fc12c387b9412a951389f3ca61704a9e25f325 \
-    --hash=sha256:0f21641cf4b30fca7aee061ced0ec7ad7b073518088b7c9969a297c0ae796c69 \
-    --hash=sha256:196ecd6a36e4e9aa10270393bb98d8df88fccee0bf1e5128b91ae4eb4375896d \
-    --hash=sha256:2400ef9c9e2299a25614eb1dea3db54a69b1349efd043bfac9c67630d136df36 \
-    --hash=sha256:28d8b15e6275f12c8a207dc309dfa957903c927d08d0cc937ee3f63f200693cc \
-    --hash=sha256:2afe9051da7ae7bd5905da5a949280c7d2bb75682e188f650a9d0f2756b834c6 \
-    --hash=sha256:2eda353d8a27bcbcaa4cbed18994a74ab4d19a2ca897db188ea269ab9b71419b \
-    --hash=sha256:32703d93296f5c1f4b53349ad3a250c2cae0fdecd3a3dd5d47e616d8d616af27 \
-    --hash=sha256:33cd0565932807baddb67b96dbee92f2c374b5c89dee09fd74079aeb8c8dba61 \
-    --hash=sha256:35b151772baff2c74cba7fa290ceaff4c3b11c0c881eb93eb5dbc05a7cfbba18 \
-    --hash=sha256:36d1709f992593689b45bda411498d62c6e365f2ca00b84657d4dadd24de16db \
-    --hash=sha256:42b0684e0e40cf26122427802486f6d93aea593612603a94fbf260c7eb1e9c1b \
-    --hash=sha256:4ae387c9cb68ea569ca17e490d66d8142b81c3cc814bf179974b7d146e490bbb \
-    --hash=sha256:53ecee2e23f7169b6117e99fc8a944e5e50f79e69758a83b52a00cb98ab2b2d2 \
-    --hash=sha256:66ec79c3904820572d7e987abdf304281f141d37ad9a489b8e97066e7b9b6459 \
-    --hash=sha256:67e1d20ad9ef3a563c59ef22e7a8a0b8210bd26604369ea4a30a7c66aefe504e \
-    --hash=sha256:6f2debedf9ca60cf1d5bd466475638af5130f89965605cd818484d19987d3a21 \
-    --hash=sha256:6fc361c34fb6aac015ce19435876635e5c6d21db31998b0920f675f131e043b8 \
-    --hash=sha256:73a205dce83953d131a4aa1e0fd917a2fd1c5b1eef251e9d7152efefcbf5caf7 \
-    --hash=sha256:7abcee80084cda3f7691f3eb1ce480d8df49cec637b429aa35986c1de71738aa \
-    --hash=sha256:8c25ceb16df5b9435f3f6a9829204985b0e0cbee3b48aacd432c7d2c850b44d9 \
-    --hash=sha256:966fe0e9c67490071f14c0d2b1cb2dfb3023c5ce39457343931415f08382f2db \
-    --hash=sha256:9e82dcc8e56052715fb18b2429e3bca4823b1629136a2084fc45a9a5cecb9b64 \
-    --hash=sha256:b20133d204d2bb56ba047642199603876c872026ca53e79c35b83772ab2cc505 \
-    --hash=sha256:b39efa323140595abd3ecca8529d321ae50f55f3aa3ba9cc81ea56a6011953d5 \
-    --hash=sha256:b47db11c2c3525083296069b98ac5221907455e989ae0c2e3008bde851921615 \
-    --hash=sha256:b87e65d263b3e5d3bb92a57e2a6638e2f31110fa7aa890c7b2dbba42248d0a3f \
-    --hash=sha256:b970c6da94d5bb18629db453d14f2a1300f6bf59b61e9b82377931ef95504866 \
-    --hash=sha256:be9fcb48a55f023493482827d4f459bd263cc20efde64f204b97c123201850c6 \
-    --hash=sha256:c2bc30226390d60ea19d9f82b19db005fe0452154a23c1c410c12ea801e43561 \
-    --hash=sha256:c83782480a4a9da4d0feb51950131ba32e12e70813848b3343f6e18c28a66838 \
-    --hash=sha256:cbc77da8c523d5abd028635ba850a6966fcee2c82e2bf65a41d1d8afe0f98be9 \
-    --hash=sha256:ccac2bfebc306b862133e3bb71f3f6ee8bb525240089b2d952e4144b3a6d5da7 \
-    --hash=sha256:d0527ce944105f257f605a827d6ebead966c752038b6e8656abb9c5edee6fc68 \
-    --hash=sha256:d8ecde755e2e91bf773fc94e8c9d730cd7f2007004cb492263a794ec3899a1c8 \
-    --hash=sha256:e3fb64c420688e5319ae25113a354015abbd8dffbfbc41781a1ea66fc7622ac3 \
-    --hash=sha256:e5dfc1e64de5677cec922ffa8da89c546d0415bf6efdf081842e5d44c84e1f0e \
-    --hash=sha256:ec5e529fb80935c94fe7b729f9972b50e351a0e6b50aa294fd5cabb109fcc29a \
-    --hash=sha256:f37d847238971164fdbc68ade6f6574aecc9c0af714190e2083429ff68f4ce9d \
-    --hash=sha256:f78ff2c9ed8dc2d036b0f4d640e22522213d047c1b14e61205a7e55c80a494d4 \
-    --hash=sha256:f89660a348f4f78a92366240a61404e337586ef7f5909a2fef59ca88ef505493 \
-    --hash=sha256:fc1e275c2f1d97b1a6450b8b0ea3ebfa6e087a611c2b26cb2404d48588abab7b
+cryptography==50.0.0 \
+    --hash=sha256:031e2d5dd4bb9caa3ca9c82e5a197fd8ae680232cee62603d1a813f3f07e3d03 \
+    --hash=sha256:06a32a980526a6ab9a4b9bf8f7385800791e2bb960903cb6b530e4817509a3b7 \
+    --hash=sha256:07479a1cb08219ab719147e742e76090c9c773321959bb94946fffdd397a6437 \
+    --hash=sha256:07949c449a1abcf60d1ee6e88956d89404c7df3c8258f46589e912988e551987 \
+    --hash=sha256:105110f43a471dbd0060b9c9516cb8a6a79233631a04cc2ba16f28323ac6e025 \
+    --hash=sha256:11b74db56cdbe3cdee6e3f6982ecb70334fa10dce99ed58bf7894aaaa3b2a037 \
+    --hash=sha256:12b9c6996425c76ea6c457ace4f3073e715b8c545add07cd1a8f3a4f90691269 \
+    --hash=sha256:1489e263a8048bb8b6a8bac662eb2d402ea5d2b7b4699b72f385f1e2772db105 \
+    --hash=sha256:19736989797678c6af1e55cd49055cdbcb55d8f6b5583ac5335f933aba9101dc \
+    --hash=sha256:1b4a266766514614f8aa60416e71f2fc6e575d36e7bdc90f644fadb2f4b75b95 \
+    --hash=sha256:2a8183b489dc1f7f80f135780fadc1108f14b31b8a40411c7a5b17425f65f28b \
+    --hash=sha256:37fdb0d0111f1e2ff07139dfb79f1b49531f8e213c46f1163dd7642979b58c47 \
+    --hash=sha256:3f5735ffe4996d28b809371756219f5354864902a3b9e7c0b9ee87041209fc9c \
+    --hash=sha256:49e7d93abdbd2990caced757e5fade25302f719c3c8fb6e6fff2dde98999fc41 \
+    --hash=sha256:5e34edd123674534acd70147f0ca331eaa2c74e6325fb2028c886aa26ba0b68c \
+    --hash=sha256:62598a8a57f815db4c6259a4e97d857dab56697e7de8e8ab02352ab74da1995d \
+    --hash=sha256:65c2c3add92b45fd0709db8594536aea39c2a67af0e27ffcf049c498501140b7 \
+    --hash=sha256:6ba6a53445bd3cfa809ef3ef5f1589aa6ba08784a1d962bf47d0940e871dab1c \
+    --hash=sha256:6e7d61120573a7f2cd94cc095f9e81f6967c61ccdf194285aa143ecec8e0b708 \
+    --hash=sha256:7cec5b856506da6defb290f30c9ee687d5f5e8cb0bd3f6459dde43b0b4fa40ef \
+    --hash=sha256:80b63928fa35083b33966ce1efb70e5b9607181e49dcd1c22c8c005e319f667f \
+    --hash=sha256:82148ec5bddac30b51a5b3c1945075f896fa022cb93f8e4a01e9f6ee95292c5f \
+    --hash=sha256:828743d939e9629bc267b8e2d08d8bb67cd4319c771a33d4b18b22dd8fb7440a \
+    --hash=sha256:8d89f3976b10b4ce31118de72329025f70d2c6ead14a8217c5514dd2c6d5a78f \
+    --hash=sha256:8eb5e1172eb569ea8a872796576e6a67c276351728b6455d5beb01242b027c6a \
+    --hash=sha256:900131fafd8aead39ac7dd3a7e833be754c17a95cfd91221636949fe4eb0aa8a \
+    --hash=sha256:910d11e1a385c654bf738bf3e6b8e6ed5de0f5610fcae2be9e5b398d8081d20e \
+    --hash=sha256:910e1d2668e7de9648f2bcee30e180db2a6b15c30f887d7c4c93ddf96e3992e3 \
+    --hash=sha256:9aa87839c383bdbab6ef865787a1fb877af8dd03464c4400322726feaaadfc6d \
+    --hash=sha256:a1b30560f2acc95aa8b2e06e716a13dbfc97314747b80d9707e307f77b40d6b3 \
+    --hash=sha256:a91296cb61e8df6f86d0c19cc4068228da256bf59bf86049fbd821084565327f \
+    --hash=sha256:b42a28c1844fd9de8f3f7d540e36b66f3a9c83fceac7170ebc7a6a19edd9dcae \
+    --hash=sha256:bd1c592e4d5974f0d08d4888e432157adba757c66da0246918e43677fafa2d30 \
+    --hash=sha256:c87f62a3d3b9888ed0fdde100ec06aa61ca9cd44bad9057d1dff9a516b5f5bb9 \
+    --hash=sha256:c99c003e088647b8a5b7c145d6f78c335f6348332b62e142d411c4b63d1460b9 \
+    --hash=sha256:ccdc4a71a4dabae05de219404f9f4abc38e3b58422177ff93d0da05967dafa07 \
+    --hash=sha256:d24fead1d4d076e1bfb006dcec392074a3cd8d7b4fc8a595aa64073b2b7a96ba \
+    --hash=sha256:d58c3db7cd6eed54e6c06744db55456b65ebd7492ddeae9c1e93cfca7aa857d3 \
+    --hash=sha256:d764dcf130c428ef66786f866dd750f53182bc608813489915e9fc106bb0c82f \
+    --hash=sha256:df2a58a472f332225671c35b0a830208b86d004f82baa8530fa3782c85646533 \
+    --hash=sha256:e722f16708d854fe924790e051061f6704a472c3bac347b6fd88033ea8dd0dc5 \
+    --hash=sha256:ecfed7367f965a0328cfbdd70da860f15441f002f613185668c6e6ebf5a0ac11 \
+    --hash=sha256:eeac2acb5a20ed25e0ad6d1df9891a520b78b404266b6d11778f25d5d691a6c9 \
+    --hash=sha256:f59e38625469987d7ef6d495323c55e7db6c212eaf6112267e0d3b565a2e9c9f \
+    --hash=sha256:f89831ef99dd7dd169ab06d63a831adb9e20a87aac6d380266bbda5823349169 \
+    --hash=sha256:fd9192b7b70c573d7f214eb1ae35e00d359f6f5e4b27c7e21e30de1fc6204645
     # via google-auth
 gitdb==4.0.12 \
     --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \
@@ -279,9 +279,9 @@ gitpython==3.1.57 \
     --hash=sha256:4ccf7d73c10f5c9e76043fbb2675ac5a1b3ff5b41e648f56bcbed5f63792ecaf \
     --hash=sha256:c493ec57c0ef6b19743798b6a5af859c71814b524e7e6f97baa2f8e658961488
     # via streamlit
-google-ads==31.2.0 \
-    --hash=sha256:80e3c57e54c561f6b24c02988e7fa981b50b00a0a1d85e4596702d3398cf1cff \
-    --hash=sha256:7099181c1a7f627739b5c69cf86472bab462fccb743ec7659e252fb87fa1a7da
+google-ads==30.1.0 \
+    --hash=sha256:beecd95690cbb5fff728d5455f67588f0af12aec1fb3c54ad373a5a57716e9f4 \
+    --hash=sha256:ed58ecf23511009664a5628f6d615365459585d55d889a4ba5e98ee652fbef1b
     # via -r requirements.in
 google-api-core==2.33.0 \
     --hash=sha256:3a36bcc3e319783f4c97da41f6f45ea6ffcaa55848e341de16e09cb70243c2bb \
@@ -359,14 +359,15 @@ grpcio==1.83.0 \
     # via
     #   google-ads
     #   grpcio-status
-grpcio-status==1.71.2 \
-    --hash=sha256:803c98cb6a8b7dc6dbb785b1111aed739f241ab5e9da0bba96888aa74704cfd3 \
-    --hash=sha256:c7a97e176df71cdc2c179cd1847d7fc86cca5832ad12e9798d7fed6b7a1aab50
+grpcio-status==1.83.0 \
+    --hash=sha256:837219c6de9afdccb6f6f72b34bc71e151a2011ef04040e3faaca746a57e54ae \
+    --hash=sha256:f6a838a7c5fb84ae98833ec0ef81ed438c26e11e54b2ddb8e92ad328c861de69
     # via google-ads
-hatchling==1.31.0 \
-    --hash=sha256:aac80bec8b6fe35e8480f1c335be8910fa210a0e6f735a139be205dadcacb544 \
+hatchling==1.27.0 \
+    --hash=sha256:971c296d9819abb3811112fc52c7a9751c8d381898f36533bb16f9791e941fd6 \
+    --hash=sha256:971c296d9819abb3811112fc52c7a9751c8d381898f36533bb16f9791e941fd6 \
     --hash=sha256:d3a2f3567c4f926ea39849cdf924c7e99e6686c9c8e288ae1037c8fa2a5d937b \
-    --hash=sha256:971c296d9819abb3811112fc52c7a9751c8d381898f36533bb16f9791e941fd6
+    --hash=sha256:d3a2f3567c4f926ea39849cdf924c7e99e6686c9c8e288ae1037c8fa2a5d937b
     # via -r requirements.in
 idna==3.18 \
     --hash=sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2 \
@@ -386,10 +387,6 @@ jsonschema-specifications==2025.9.1 \
     --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \
     --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d
     # via jsonschema
-markdown-it-py==4.2.0 \
-    --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
-    --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
-    # via rich
 markupsafe==3.0.3 \
     --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
     --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
@@ -481,10 +478,6 @@ markupsafe==3.0.3 \
     --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
     --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
     # via jinja2
-mdurl==0.1.2 \
-    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
-    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
-    # via markdown-it-py
 narwhals==2.24.0 \
     --hash=sha256:42fdedf44e5b2ca7505630d45b4ac3058f38d8485cba9fe1652ca23152df7489 \
     --hash=sha256:b5c0f684ccd9d7475b564111e319a4964abcf2baf79d3cf6b1003d06ac9b828d
@@ -549,6 +542,7 @@ packaging==24.2 \
     #   altair
     #   hatchling
     #   streamlit
+    #   wheel
 pandas==2.3.3 \
     --hash=sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7 \
     --hash=sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593 \
@@ -611,11 +605,9 @@ pathspec==1.1.1 \
     --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189
     # via hatchling
 pillow==12.3.0 \
-    --hash=sha256:0847a763afefb695bc912d7c131e7e0632d4edc1d8698f58ddabec8e46b8b6d3 \
-    --hash=sha256:6c0016e7b354317c4e9e525b937ac8596c38d2d232b419529b9cd7a1cd46e39a \
-    --hash=sha256:bcc33feacfaefce60c12fd500a277533bdc02b10a19f7f6d348763d8140bbba7 \
     --hash=sha256:06b2f7898047ae93fad74467ec3d28fe84f7831370e3c258afa533f81ef7f3df \
     --hash=sha256:0755ffd4a0c6f267cccbae2e9903d95477ca2f77c4fcf3a3a09570001856c8a5 \
+    --hash=sha256:0847a763afefb695bc912d7c131e7e0632d4edc1d8698f58ddabec8e46b8b6d3 \
     --hash=sha256:0a9ec697746f268507404647e531e92889890a087e03681a3606d9b920fbee3c \
     --hash=sha256:0ae24a547e8b711ccaaf99c9ae3cd975470e1a30caa80a6aaee9a2f19c05701d \
     --hash=sha256:134ace6dc392116566980ee7436477d844520a26a4b1bd4053f6f47d096997fd \
@@ -643,6 +635,7 @@ pillow==12.3.0 \
     --hash=sha256:5e84b6cc6a4a3d76c153a6b19270b3526a5a8ed6b09501d3af891daa2a9de7d6 \
     --hash=sha256:6209bb41dc692ddfee4942517c19ee81b86c864b626dbfca272ec0f7cff5d9fb \
     --hash=sha256:673655af3eadf4df6b5457033f086e90299fdd7a47983a13827acf7459c15d94 \
+    --hash=sha256:6c0016e7b354317c4e9e525b937ac8596c38d2d232b419529b9cd7a1cd46e39a \
     --hash=sha256:6c762a5b0997f5659a5ef2266abc1d8851ad7749ad9a6a5506eb23d314e4f46b \
     --hash=sha256:7086cc1d5eebb91ad24ded9f58bec6c688e9f0ed7eb3dbbf1e4800280a896496 \
     --hash=sha256:73664fe514b34c8f02452ffb73b7a92c6774e39a647087f83d67f010eb9a0cf0 \
@@ -671,6 +664,7 @@ pillow==12.3.0 \
     --hash=sha256:b15e02e9bb4c21e39876698abf233c8c579127986f8207200bc8a8f6bb27acf2 \
     --hash=sha256:b2724fdb354a868ddf9a880cb84d102da914e99119211ef7ecbdc613b8c96b3c \
     --hash=sha256:bbc527b519bd3aa9d7f429d152fea69f9ad37c95f0b02aebddff592688998abe \
+    --hash=sha256:bcc33feacfaefce60c12fd500a277533bdc02b10a19f7f6d348763d8140bbba7 \
     --hash=sha256:bcd5e41a859bf2e84fdc42f4edb7d9aba0a13d29a2abadccafad99de3feff984 \
     --hash=sha256:bd2880a07482090a3bcb01f4265f1936a903d70bc740bfcb1fd4e8a2ffe5cf5a \
     --hash=sha256:bee197b30783295d2eb680b311af15a20a8b24024a19c3a26431ff83eb8d1f70 \
@@ -692,7 +686,9 @@ pillow==12.3.0 \
     --hash=sha256:f7baece4ce06bade126fb84b8af1c33439a76d8a6fd818970215e0560ca28c27 \
     --hash=sha256:ff25afb18123cea58a591ea0244b92eb1e61a1fd497bf6d6384f09bc3262ec3e \
     --hash=sha256:ff337c552345e95702c5fde3158acb0625111017d0e5f24bf3acdb9cc16b90d1
-    # via streamlit
+    # via
+    #   -r requirements.in
+    #   streamlit
 pluggy==1.6.0 \
     --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
@@ -703,18 +699,27 @@ proto-plus==1.28.2 \
     # via
     #   google-ads
     #   google-api-core
-protobuf==5.29.6 \
-    --hash=sha256:36ade6ff88212e91aef4e687a971a11d7d24d6948a66751abc1b3238648f5d05 \
-    --hash=sha256:62e8a3114992c7c647bce37dcc93647575fc52d50e48de30c6fcb28a6a291eb1 \
-    --hash=sha256:6b9edb641441b2da9fa8f428760fc136a49cf97a52076010cf22a2ff73438a86 \
-    --hash=sha256:76e07e6567f8baf827137e8d5b8204b6c7b6488bbbff1bf0a72b383f77999c18 \
-    --hash=sha256:7e6ad413275be172f67fdee0f43484b6de5a904cc1c3ea9804cb6fe2ff366eda \
-    --hash=sha256:831e2da16b6cc9d8f1654c041dd594eda43391affd3c03a91bea7f7f6da106d6 \
-    --hash=sha256:a8866b2cff111f0f863c1b3b9e7572dc7eaea23a7fae27f6fc613304046483e6 \
-    --hash=sha256:b5a169e664b4057183a34bdc424540e86eea47560f3c123a0d64de4e137f9269 \
-    --hash=sha256:cb4c86de9cd8a7f3a256b9744220d87b847371c6b2f10bde87768918ef33ba49 \
-    --hash=sha256:da9ee6a5424b6b30fd5e45c5ea663aef540ca95f9ad99d1e887e819cdf9b8723 \
-    --hash=sha256:e3387f44798ac1106af0233c04fb8abf543772ff241169946f698b3a9a3d3ab9
+protobuf==6.33.6 \
+    --hash=sha256:0cd27b587afca21b7cfa59a74dcbd48a50f0a6400cfb59391340ad729d91d326 \
+    --hash=sha256:0cd27b587afca21b7cfa59a74dcbd48a50f0a6400cfb59391340ad729d91d326 \
+    --hash=sha256:77179e006c476e69bf8e8ce866640091ec42e1beb80b213c3900006ecfba6901 \
+    --hash=sha256:77179e006c476e69bf8e8ce866640091ec42e1beb80b213c3900006ecfba6901 \
+    --hash=sha256:7d29d9b65f8afef196f8334e80d6bc1d5d4adedb449971fefd3723824e6e77d3 \
+    --hash=sha256:7d29d9b65f8afef196f8334e80d6bc1d5d4adedb449971fefd3723824e6e77d3 \
+    --hash=sha256:9720e6961b251bde64edfdab7d500725a2af5280f3f4c87e57c0208376aa8c3a \
+    --hash=sha256:9720e6961b251bde64edfdab7d500725a2af5280f3f4c87e57c0208376aa8c3a \
+    --hash=sha256:a6768d25248312c297558af96a9f9c929e8c4cee0659cb07e780731095f38135 \
+    --hash=sha256:a6768d25248312c297558af96a9f9c929e8c4cee0659cb07e780731095f38135 \
+    --hash=sha256:bd56799fb262994b2c2faa1799693c95cc2e22c62f56fb43af311cae45d26f0e \
+    --hash=sha256:bd56799fb262994b2c2faa1799693c95cc2e22c62f56fb43af311cae45d26f0e \
+    --hash=sha256:c96c37eec15086b79762ed265d59ab204dabc53056e3443e702d2681f4b39ce3 \
+    --hash=sha256:c96c37eec15086b79762ed265d59ab204dabc53056e3443e702d2681f4b39ce3 \
+    --hash=sha256:e2afbae9b8e1825e3529f88d514754e094278bb95eadc0e199751cdd9a2e82a2 \
+    --hash=sha256:e2afbae9b8e1825e3529f88d514754e094278bb95eadc0e199751cdd9a2e82a2 \
+    --hash=sha256:e9db7e292e0ab79dd108d7f1a94fe31601ce1ee3f7b79e0692043423020b0593 \
+    --hash=sha256:e9db7e292e0ab79dd108d7f1a94fe31601ce1ee3f7b79e0692043423020b0593 \
+    --hash=sha256:f443a394af5ed23672bc6c486be138628fbe5c651ccbc536873d7da23d1868cf \
+    --hash=sha256:f443a394af5ed23672bc6c486be138628fbe5c651ccbc536873d7da23d1868cf
     # via
     #   google-ads
     #   google-api-core
@@ -783,10 +788,6 @@ pydeck==0.9.3 \
     --hash=sha256:695775cbfe51f5fdffbd9735ba469987fdc5efc96bc40a0ee4808170509c78b2 \
     --hash=sha256:d8a47c11c81fb12d51b1feb42427ff4f0e13cb599e48931021b2cba98b6849a6
     # via streamlit
-pygments==2.20.0 \
-    --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
-    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
-    # via rich
 python-dateutil==2.9.0.post0 \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
     --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
@@ -972,10 +973,6 @@ requests-oauthlib==2.0.0 \
     --hash=sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36 \
     --hash=sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9
     # via google-auth-oauthlib
-rich==13.9.4 \
-    --hash=sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098 \
-    --hash=sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90
-    # via streamlit
 rpds-py==2026.6.3 \
     --hash=sha256:0be972be84cfcaf46c8c6edf690ca0f154ac17babf1f6a955a51579b34ad2dc5 \
     --hash=sha256:127565fead0a10943b282957bd5447804ff3160ad79f2ad2635e6d249e380680 \
@@ -1096,10 +1093,6 @@ rpds-py==2026.6.3 \
     # via
     #   jsonschema
     #   referencing
-setuptools==83.0.0 \
-    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3 \
-    --hash=sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef
-    # via -r requirements.in
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
     --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
@@ -1109,9 +1102,9 @@ smmap==5.0.3 \
     --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f
     # via gitdb
 streamlit==1.54.0 \
-    --hash=sha256:a7b67d6293a9f5f6b4d4c7acdbc4980d7d9f049e78e404125022ecb1712f79fc \
     --hash=sha256:3399a33ea5faa26c05dd433d142eefe68ade67e9189a9e1d47a1731ae30a1c42 \
-    --hash=sha256:a12af9f0eb61ab5832f438336257b1ec20eb29d8e0e0c6b40a79116ba939bc9c
+    --hash=sha256:a12af9f0eb61ab5832f438336257b1ec20eb29d8e0e0c6b40a79116ba939bc9c \
+    --hash=sha256:a7b67d6293a9f5f6b4d4c7acdbc4980d7d9f049e78e404125022ecb1712f79fc
     # via -r requirements.in
 tenacity==8.5.0 \
     --hash=sha256:8bc6c0c8a09b31e6cad13c47afbed1a567518250a9a171418582ed8d9c20ca78 \
@@ -1141,7 +1134,6 @@ typing-extensions==4.16.0 \
     --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
     --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
     # via
-    #   altair
     #   grpcio
     #   streamlit
 tzdata==2026.3 \
@@ -1189,8 +1181,9 @@ watchdog==4.0.2 \
     --hash=sha256:f6ee8dedd255087bc7fe82adf046f0b75479b989185fb0bdf9a98b612170eac7 \
     --hash=sha256:f7c739888c20f99824f7aa9d31ac8a97353e22d0c0e54703a547a218f6637eb3
     # via streamlit
-wheel==0.47.0 \
-    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced \
+wheel==0.46.2 \
+    --hash=sha256:33ae60725d69eaa249bc1982e739943c23b34b58d51f1cb6253453773aca6e65 \
     --hash=sha256:33ae60725d69eaa249bc1982e739943c23b34b58d51f1cb6253453773aca6e65 \
+    --hash=sha256:3d79e48fde9847618a5a181f3cc35764c349c752e2fe911e65fa17faab9809b0 \
     --hash=sha256:3d79e48fde9847618a5a181f3cc35764c349c752e2fe911e65fa17faab9809b0
     # via -r requirements.in