diff --git a/Cargo.lock b/Cargo.lock
index a56d75d..4d85626 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -24,18 +24,18 @@ dependencies = [
 
 [[package]]
 name = "aho-corasick"
-version = "1.1.4"
+version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ddd31a130427c27518df266943a5308ed92d4b226cc639f5a8f1002816174301"
+checksum = "c982642fa9e8606056828ee9a8505737230110bb1099153c79efe865c59d12ba"
 dependencies = [
  "memchr",
 ]
 
 [[package]]
 name = "android_system_properties"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
+checksum = "ae221649c9976a6f6c56ae1facf410f3ddb33cc661c4b7b61020a912d4237fbc"
 dependencies = [
  "libc",
 ]
@@ -76,7 +76,7 @@ version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "40c48f72fd53cd289104fc64099abca73db4166ad86ea0b4341abe65af83dadc"
 dependencies = [
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -87,14 +87,14 @@ checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
 dependencies = [
  "anstyle",
  "once_cell_polyfill",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "anyhow"
-version = "1.0.102"
+version = "1.0.104"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f202df86484c868dbad7eaa557ef785d5c66295e41b460ef922eca0723b842c"
+checksum = "330a5ed07fa54e4702c9d6c4174f74427fc0ef6e214bbd677ae50a5099946470"
 
 [[package]]
 name = "async-broadcast"
@@ -175,7 +175,7 @@ checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -215,7 +215,7 @@ checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -226,13 +226,13 @@ checksum = "8b75356056920673b02621b35afd0f7dda9306d03c79a30f5c56c44cf256e3de"
 
 [[package]]
 name = "async-trait"
-version = "0.1.89"
+version = "0.1.92"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
+checksum = "82f6aeea286b8eb4dd3431a1be1b59d290ace00f5bfd8e2a159bc2a05e2c1667"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -276,9 +276,9 @@ checksum = "5e764a1d40d510daf35e07be9eb06e75770908c27d411ee6c92109c9840eaaf7"
 
 [[package]]
 name = "bitflags"
-version = "2.13.0"
+version = "2.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b4388bee8683e3d04af747c73422af53102d2bd24d9eadb6cbc100baef4b43f8"
+checksum = "b588b76d00fde79687d7646a9b5bdf3cc0f655e0bbd080335a95d7e96f3587da"
 
 [[package]]
 name = "block-buffer"
@@ -302,6 +302,21 @@ dependencies = [
  "piper",
 ]
 
+[[package]]
+name = "bread-onnx"
+version = "0.7.2"
+source = "git+https://git.breadway.dev/Breadway/bread-ecosystem?tag=v0.7.2#30517f161724132cdeb658c04cf5e490be07ee73"
+dependencies = [
+ "anyhow",
+ "bread-utils",
+ "hex",
+ "ort",
+ "sha2",
+ "tokenizers",
+ "tracing",
+ "ureq",
+]
+
 [[package]]
 name = "bread-screenshots"
 version = "0.7.2"
@@ -325,8 +340,8 @@ dependencies = [
 
 [[package]]
 name = "bread-theme"
-version = "0.7.2"
-source = "git+https://git.breadway.dev/Breadway/bread-ecosystem?tag=v0.7.2#30517f161724132cdeb658c04cf5e490be07ee73"
+version = "0.7.4"
+source = "git+https://git.breadway.dev/Breadway/bread-ecosystem?tag=v0.7.4#fcba3760387e2523edb71350f8efea3bc851b21e"
 dependencies = [
  "dirs 5.0.1",
  "gtk4",
@@ -348,7 +363,7 @@ dependencies = [
 
 [[package]]
 name = "breadman"
-version = "0.5.1"
+version = "0.5.3"
 dependencies = [
  "anyhow",
  "bread-screenshots",
@@ -369,7 +384,7 @@ dependencies = [
 
 [[package]]
 name = "breadpad"
-version = "0.5.1"
+version = "0.5.3"
 dependencies = [
  "anyhow",
  "bread-screenshots",
@@ -390,14 +405,15 @@ dependencies = [
 
 [[package]]
 name = "breadpad-shared"
-version = "0.5.1"
+version = "0.5.3"
 dependencies = [
  "anyhow",
+ "bread-onnx",
  "bread-theme",
  "chrono",
  "dirs 5.0.1",
+ "gtk4",
  "ical",
- "ndarray 0.16.1",
  "ort",
  "regex",
  "reqwest",
@@ -416,7 +432,7 @@ dependencies = [
 
 [[package]]
 name = "breadpad-test"
-version = "0.5.1"
+version = "0.5.3"
 dependencies = [
  "anyhow",
  "breadpad-shared",
@@ -444,9 +460,9 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.11.1"
+version = "1.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e748733b7cbc798e1434b6ac524f0c1ff2ab456fe201501e6497c8417a4fc33"
+checksum = "fc652a48c352aef3ea3aed32080501cf3ef6ed5da78602a020c991775b0aff04"
 
 [[package]]
 name = "cairo-rs"
@@ -468,7 +484,7 @@ checksum = "f8b4985713047f5faee02b8db6a6ef32bbb50269ff53c1aee716d1d195b76d54"
 dependencies = [
  "glib-sys",
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
@@ -482,9 +498,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.2.63"
+version = "1.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "556e016178bb5662a08681bbe0f00f8e17631781a4dfc8c45e466e4b185ec27f"
+checksum = "509591b7bcd67f4ef775afad7662703b4935daaa6ec0e5605cfb1090b32a2b6d"
 dependencies = [
  "find-msvc-tools",
  "shlex",
@@ -508,9 +524,20 @@ checksum = "9330f8b2ff13f34540b44e946ef35111825727b38d33286ef986142615121801"
 
 [[package]]
 name = "cfg_aliases"
-version = "0.2.1"
+version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
+checksum = "f079e83a288787bcd14a6aea84cee5c87a67c5a3e660c30f557a3d24761b3527"
+
+[[package]]
+name = "chacha20"
+version = "0.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d524456ba66e72eb8b115ff89e01e497f8e6d11d78b70b1aa13c0fbd97540a81"
+dependencies = [
+ "cfg-if",
+ "cpufeatures 0.3.0",
+ "rand_core 0.10.1",
+]
 
 [[package]]
 name = "chrono"
@@ -550,9 +577,9 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.6.1"
+version = "4.6.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ddb117e43bbf7dacf0a4190fef4d345b9bad68dfc649cb349e7d17d28428e51"
+checksum = "473c7e07f409a8d772161724aa8db6a765a2532a70f9667eeb7b49d3d02fbdca"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -560,9 +587,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.6.0"
+version = "4.6.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "714a53001bf66416adb0e2ef5ac857140e7dc3a0c48fb28b2f10762fc4b5069f"
+checksum = "7b48fea5a88e9ae728a2dcbedbfc0e730f7d60da42e1cb049a83c9fb8b789889"
 dependencies = [
  "anstream",
  "anstyle",
@@ -572,14 +599,14 @@ dependencies = [
 
 [[package]]
 name = "clap_derive"
-version = "4.6.1"
+version = "4.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2ce8604710f6733aa641a2b3731eaa1e8b3d9973d5e3565da11800813f997a9"
+checksum = "d012d2b9d65aca7f18f4d9878a045bc17899bba951561ba5ec3c2ba1eed9a061"
 dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -601,7 +628,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "117725a109d387c937a1533ce01b450cbde6b88abceea8473c4d7a85853cda3c"
 dependencies = [
  "lazy_static",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -652,6 +679,18 @@ dependencies = [
  "windows-sys 0.59.0",
 ]
 
+[[package]]
+name = "console"
+version = "0.16.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4fe5f465a4f6fee88fad41b85d990f84c835335e85b5d9e6e63e0d06d28cba7c"
+dependencies = [
+ "encode_unicode",
+ "libc",
+ "unicode-width",
+ "windows-sys 0.61.2",
+]
+
 [[package]]
 name = "convert_case"
 version = "0.10.0"
@@ -676,6 +715,15 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "cpufeatures"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b2a41393f66f16b0823bb79094d54ac5fbd34ab292ddafb9a0456ac9f87d201"
+dependencies = [
+ "libc",
+]
+
 [[package]]
 name = "crc32fast"
 version = "1.5.0"
@@ -687,9 +735,9 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-deque"
-version = "0.8.6"
+version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51"
+checksum = "5181e0de7b61eb03a81e347d6dd8797bae9da5146707b51077e2d71a54ec0ceb"
 dependencies = [
  "crossbeam-epoch",
  "crossbeam-utils",
@@ -697,18 +745,18 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-epoch"
-version = "0.9.18"
+version = "0.9.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
+checksum = "2d6914041f254d6e9176c01941b21115dcfb7089e55135a35411081bd106ef3f"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-utils"
-version = "0.8.21"
+version = "0.8.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
+checksum = "61803da095bee82a81bb1a452ecc25d3b2f1416d1897eb86430c6159ef717c17"
 
 [[package]]
 name = "crossterm"
@@ -743,6 +791,12 @@ dependencies = [
  "typenum",
 ]
 
+[[package]]
+name = "daachorse"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6f55d7153ba3b507595872a3874803f07a8a81d1e888abed8e5db7da0597d6e2"
+
 [[package]]
 name = "darling"
 version = "0.20.11"
@@ -764,7 +818,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -775,7 +829,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -805,7 +859,7 @@ dependencies = [
  "darling",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -815,7 +869,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c"
 dependencies = [
  "derive_builder_core",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -837,7 +891,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustc_version",
- "syn",
+ "syn 2.0.119",
  "unicode-xid",
 ]
 
@@ -890,18 +944,18 @@ dependencies = [
  "libc",
  "option-ext",
  "redox_users 0.5.2",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "displaydoc"
-version = "0.2.6"
+version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ac70aa55017e108007fbaf5aa0f54b021c98f92ff8af59d42eda9da96e3dd4f"
+checksum = "c6232dd377dcc64799954cbd3a9bb882e9cdc1308ccd87b1c098f1fb2eaf82a8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -915,9 +969,9 @@ dependencies = [
 
 [[package]]
 name = "either"
-version = "1.16.0"
+version = "1.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91622ff5e7162018101f2fea40d6ebf4a78bbe5a49736a2020649edf9693679e"
+checksum = "9e5e8f6c15a24b9a3ee5efec809ccd006d3b30e8b3bb63c39af737c7f87daa1d"
 
 [[package]]
 name = "encode_unicode"
@@ -949,7 +1003,7 @@ checksum = "67c78a4d8fdf9953a5c9d458f9efe940fd97a0cab0941c075a813ac594733827"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -965,7 +1019,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -973,14 +1027,16 @@ name = "esaxx-rs"
 version = "0.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d817e038c30374a4bcb22f94d0a8a0e216958d4c3dcde369b1439fec4bdda6e6"
+dependencies = [
+ "cc",
+]
 
 [[package]]
 name = "event-listener"
-version = "5.4.1"
+version = "5.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e13b66accf52311f30a0db42147dadea9850cb48cd070028831ae5f5d4b856ab"
+checksum = "5a23add41df1562121a9393cb065eab5146a1242410f23a644851e90cfd669d2"
 dependencies = [
- "concurrent-queue",
  "parking",
  "pin-project-lite",
 ]
@@ -997,9 +1053,9 @@ dependencies = [
 
 [[package]]
 name = "fancy-regex"
-version = "0.14.0"
+version = "0.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e24cb5a94bcae1e5408b0effca5cd7172ea3c5755049c5f3af4cd283a165298"
+checksum = "72cf461f865c862bb7dc573f643dd6a2b6842f7c30b07882b56bd148cc2761b8"
 dependencies = [
  "bit-set",
  "regex-automata",
@@ -1008,9 +1064,9 @@ dependencies = [
 
 [[package]]
 name = "fastrand"
-version = "2.4.1"
+version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f1f227452a390804cdb637b74a86990f2a7d7ba4b7d5693aac9b4dd6defd8d6"
+checksum = "da7c62ceae207dd37ea5b845da6a0696c799f85e97da1ab5b7910be3c1c80223"
 
 [[package]]
 name = "field-offset"
@@ -1024,9 +1080,9 @@ dependencies = [
 
 [[package]]
 name = "find-msvc-tools"
-version = "0.1.9"
+version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5baebc0774151f905a1a2cc41989300b1e6fbb29aff0ceffa1064fdd3088d582"
+checksum = "d45db016d36b838f563236e9193d0ee6ce38f3f68b6c94e914b4929c96bbb890"
 
 [[package]]
 name = "flate2"
@@ -1044,12 +1100,6 @@ version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
 
-[[package]]
-name = "foldhash"
-version = "0.1.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d9c4f5dac5e15c24eb999c26181a6ca40b39fe946cbe4c263c7209467bc83af2"
-
 [[package]]
 name = "form_urlencoded"
 version = "1.2.2"
@@ -1061,24 +1111,24 @@ dependencies = [
 
 [[package]]
 name = "futures-channel"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07bbe89c50d7a535e539b8c17bc0b49bdb77747034daa8087407d655f3f7cc1d"
+checksum = "b1f9e3d69d39e4862ffed03ed071a76f9a13ba1d9109d355b0f0aa6b15e393c4"
 dependencies = [
  "futures-core",
 ]
 
 [[package]]
 name = "futures-core"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e3450815272ef58cec6d564423f6e755e25379b217b0bc688e295ba24df6b1d"
+checksum = "92d699e522242e69e3003b94ecc1f960f3a5e015aa7c5d7486e65ad01dd94f5e"
 
 [[package]]
 name = "futures-executor"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "baf29c38818342a3b26b5b923639e7b1f4a61fc5e76102d4b1981c6dc7a7579d"
+checksum = "031b47cf1a3c6cc8bc2fc76cd437f521619387907d469316e7c0bc278f1f5432"
 dependencies = [
  "futures-core",
  "futures-task",
@@ -1087,9 +1137,9 @@ dependencies = [
 
 [[package]]
 name = "futures-io"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cecba35d7ad927e23624b22ad55235f2239cfa44fd10428eecbeba6d6a717718"
+checksum = "53c0fa8157de1303bfffdaa1cc2a673bfffb60102f76b0ef4441659124373fed"
 
 [[package]]
 name = "futures-lite"
@@ -1106,32 +1156,32 @@ dependencies = [
 
 [[package]]
 name = "futures-macro"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e835b70203e41293343137df5c0664546da5745f82ec9b84d40be8336958447b"
+checksum = "9fb9654ba8355388abeb8dcb4fc62f511300867002afc858860463bdd9fe0c44"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
 name = "futures-sink"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c39754e157331b013978ec91992bde1ac089843443c49cbc7f46150b0fad0893"
+checksum = "1944426bf7d03f1d14f708785e4b33efd750b36d48a157b836b3efc15ede8e1d"
 
 [[package]]
 name = "futures-task"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "037711b3d59c33004d3856fbdc83b99d4ff37a24768fa1be9ce3538a1cde4393"
+checksum = "cd417de3d1d015fc3bfd2b1ea46dfc7bab72ef86f1cc7cc9c78e728b34a6d1fd"
 
 [[package]]
 name = "futures-util"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "389ca41296e6190b48053de0321d02a77f32f8a5d2461dd38762c0593805c6d6"
+checksum = "0d50a92467f8ba5dd6e3ee5d4bd04d73ab2e4e1c44474a0674821dfce14b79bc"
 dependencies = [
  "futures-core",
  "futures-macro",
@@ -1163,14 +1213,14 @@ dependencies = [
  "glib-sys",
  "gobject-sys",
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
 name = "gdk4"
-version = "0.11.2"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fd42fdbbf48612c6e8f47c65fb92d2e8f39c25aecd6af047e83897c1a22d2a4e"
+checksum = "d81e2a6c6ecba2aab60633a98df1868b03fa0bfdce8105edc27c1bccf71f0e39"
 dependencies = [
  "cairo-rs",
  "gdk-pixbuf",
@@ -1184,9 +1234,9 @@ dependencies = [
 
 [[package]]
 name = "gdk4-sys"
-version = "0.11.2"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d974ac4f15e67472c3a9728daf612590b4a5762a4b33f0edd298df0b80d043c"
+checksum = "3d8f608d8d7d229975c4d0d026f5d3071598c4ddab3c5262b0a31840fec78d13"
 dependencies = [
  "cairo-sys-rs",
  "gdk-pixbuf-sys",
@@ -1196,7 +1246,7 @@ dependencies = [
  "libc",
  "pango-sys",
  "pkg-config",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
@@ -1229,31 +1279,30 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "899def5c37c4fd7b2664648c28120ecec138e4d395b459e5ca34f9cce2dd77fd"
 dependencies = [
  "cfg-if",
- "js-sys",
  "libc",
  "r-efi 5.3.0",
  "wasip2",
- "wasm-bindgen",
 ]
 
 [[package]]
 name = "getrandom"
-version = "0.4.2"
+version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0de51e6874e94e7bf76d726fc5d13ba782deca734ff60d5bb2fb2607c7406555"
+checksum = "300e883d756b2e4ec94e02791f39b04b522276138852cfc41d9fb7e904106099"
 dependencies = [
  "cfg-if",
+ "js-sys",
  "libc",
  "r-efi 6.0.0",
- "wasip2",
- "wasip3",
+ "rand_core 0.10.1",
+ "wasm-bindgen",
 ]
 
 [[package]]
 name = "gio"
-version = "0.22.6"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3848bcba3a35cc0a71df8ba8ecfd799d6bfb862342a53a4a915fb62213aa4e6"
+checksum = "8b3e1f669909c326b9413bde5a742097b8c90a7d78f45326db13668984769ded"
 dependencies = [
  "futures-channel",
  "futures-core",
@@ -1268,15 +1317,15 @@ dependencies = [
 
 [[package]]
 name = "gio-sys"
-version = "0.22.0"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64729ba2772c080448f9f966dba8f4456beeb100d8c28a865ef8a0f2ef4987e1"
+checksum = "353fdc7da7cd16da916104b1e0e4e7de380ec9c8aaa20d4d742d66310ab4b0d5"
 dependencies = [
  "glib-sys",
  "gobject-sys",
  "libc",
- "system-deps",
- "windows-sys 0.52.0",
+ "system-deps 7.0.8",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -1301,9 +1350,9 @@ dependencies = [
 
 [[package]]
 name = "glib"
-version = "0.22.7"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c207e04e51605dcf7b2924c41591b3a10e1438eaac5bcf448fb91f325381104a"
+checksum = "ddbcf514bd1881fc1b960e4e52b4e82873f4da3bceddbd58d42827b508888100"
 dependencies = [
  "bitflags",
  "futures-channel",
@@ -1329,17 +1378,17 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "glib-sys"
-version = "0.22.6"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f7fbac234ed5bc2a28359b7bde8e1b9cdf1441cc2d7f068e4824672d7db9445"
+checksum = "030967459f9f676851872c6304adea7825c6d462ec9b72554c733cf0c5952233"
 dependencies = [
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
@@ -1350,37 +1399,35 @@ checksum = "22a861859b887a79cf461359c192c97a57d8fb0229dd291232e57aa11f6fa72c"
 dependencies = [
  "glib-sys",
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
 name = "graphene-rs"
-version = "0.22.0"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7d1b7881f96869f49808b6adfe906a93a57a34204952253444d68c3208d71f1"
+checksum = "eb856b9c558971c3f13ab692358926da710b046932a4e087aedcc35b040d7dff"
 dependencies = [
  "glib",
  "graphene-sys",
- "libc",
 ]
 
 [[package]]
 name = "graphene-sys"
-version = "0.22.0"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "517f062f3fd6b7fd3e57a3f038a74b3c23ca32f51199ff028aa704609943f79c"
+checksum = "5c7ffdfde88f3570d3705e0d8a2433e036d387a1f2930bbf47eafcb5f569fd04"
 dependencies = [
  "glib-sys",
  "libc",
- "pkg-config",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
 name = "gsk4"
-version = "0.11.1"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53c912dfcbd28acace5fc99c40bb9f25e1dcb73efb1f2608327f66a99acdcb62"
+checksum = "b867be1c5f14dcb8f552c0eff6e9a9b1da5f8b43943e8efc3a63c889d84952ff"
 dependencies = [
  "cairo-rs",
  "gdk4",
@@ -1393,9 +1440,9 @@ dependencies = [
 
 [[package]]
 name = "gsk4-sys"
-version = "0.11.1"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d7d54bbc7a9d8b6ffe4f0c95eede15ccfb365c8bf521275abe6bcfb57b18fb8a"
+checksum = "5b7c7eb2e681ee896646cfb8872b431f24d09f53ba9283289d9b10caa6707088"
 dependencies = [
  "cairo-sys-rs",
  "gdk4-sys",
@@ -1404,14 +1451,14 @@ dependencies = [
  "graphene-sys",
  "libc",
  "pango-sys",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
 name = "gtk4"
-version = "0.11.3"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7181b837f04cbe93f79441475f7a00560a92cba7a72e38cc1a68b6f8b78eaae2"
+checksum = "98a0a0466484f64b07b5b8184d43fa46be78eb0b8e04ae4e179af31d770b76d9"
 dependencies = [
  "cairo-rs",
  "field-offset",
@@ -1430,9 +1477,9 @@ dependencies = [
 
 [[package]]
 name = "gtk4-layer-shell"
-version = "0.8.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4069987ff4793699511a251028cc336b438e46565b463f111250148d574752a"
+checksum = "17c28ea0f4676fdaaae7ff2413a24d0d35c8657424f84856c1103c73454c9da4"
 dependencies = [
  "bitflags",
  "gdk4",
@@ -1445,34 +1492,34 @@ dependencies = [
 
 [[package]]
 name = "gtk4-layer-shell-sys"
-version = "0.6.0"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f566a5ec5bcc454e7fcf2ab76930887ced5365afce12c1e5201bb296b95f1b9"
+checksum = "bcf19bb884ef0ef55b9e6b2b369c39b4fcc0c41e3a0c1cbc8c267720338b690b"
 dependencies = [
  "gdk4-sys",
  "glib-sys",
  "gtk4-sys",
  "libc",
- "system-deps",
+ "system-deps 8.0.0",
 ]
 
 [[package]]
 name = "gtk4-macros"
-version = "0.11.0"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3581b242ba62fdff122ebb626ea641582ec326031622bd19d60f85029c804a87"
+checksum = "5ac7179400a36a04de039c24206bb841c5596992b907b43b23ee8d5bdc40d00e"
 dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "gtk4-sys"
-version = "0.11.3"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "20ba8e695e2640455561274e65e45f0a151619e450746007667f4b23ceae4e1b"
+checksum = "82b8f954786af0b1984425c4446b77f5ff6594346181316be3f850caab1c6f01"
 dependencies = [
  "cairo-sys-rs",
  "gdk-pixbuf-sys",
@@ -1484,16 +1531,7 @@ dependencies = [
  "gsk4-sys",
  "libc",
  "pango-sys",
- "system-deps",
-]
-
-[[package]]
-name = "hashbrown"
-version = "0.15.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9229cfe53dfd69f0609a49f65461bd93001ea1ef889cd5529dd176593f5338a1"
-dependencies = [
- "foldhash",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
@@ -1528,22 +1566,22 @@ checksum = "629d8f3bbeda9d148036d6b0de0a3ab947abd08ce90626327fc3547a49d59d97"
 dependencies = [
  "dirs 6.0.0",
  "http",
- "indicatif",
+ "indicatif 0.17.11",
  "libc",
  "log",
- "rand 0.9.4",
+ "rand 0.9.5",
  "serde",
  "serde_json",
- "thiserror 2.0.18",
+ "thiserror 2.0.20",
  "ureq",
  "windows-sys 0.60.2",
 ]
 
 [[package]]
 name = "http"
-version = "1.4.1"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8be7462df143984c4598a256ef469b251d7d7f9e271135073e78fc535414f3d0"
+checksum = "918d3568bebf352712bc2ef3d46a8bcf1a75b373be6539de198e9105cbbf9ce0"
 dependencies = [
  "bytes",
  "itoa",
@@ -1551,9 +1589,9 @@ dependencies = [
 
 [[package]]
 name = "http-body"
-version = "1.0.1"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1efedce1fb8e6913f23e0c92de8e62cd5b772a67e7b3946df930a62566c93184"
+checksum = "ca2a8f2913ee65f60facd6a5905613afaa448497a0230cc41ce022d93290bc2c"
 dependencies = [
  "bytes",
  "http",
@@ -1561,9 +1599,9 @@ dependencies = [
 
 [[package]]
 name = "http-body-util"
-version = "0.1.3"
+version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b021d93e26becf5dc7e1b75b1bed1fd93124b374ceb73f43d4d4eafec896a64a"
+checksum = "23169fe34a5fbcdd3f3862e78fb9b6fccd5f02a6dc6f732547005d45631ce71c"
 dependencies = [
  "bytes",
  "futures-core",
@@ -1580,9 +1618,9 @@ checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
 
 [[package]]
 name = "hyper"
-version = "1.10.1"
+version = "1.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "55281c53a1894c864990125767da440a4e630446785086f52523b20033b74498"
+checksum = "d22053281f852e11534f5198498373cbb59295120a20771d90f7ed1897490a72"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -1611,7 +1649,7 @@ dependencies = [
  "tokio",
  "tokio-rustls",
  "tower-service",
- "webpki-roots 1.0.7",
+ "webpki-roots 1.0.9",
 ]
 
 [[package]]
@@ -1648,7 +1686,7 @@ dependencies = [
  "either",
  "futures-lite",
  "hyprland-macros",
- "pastey",
+ "pastey 0.1.1",
  "serde",
  "serde_json",
  "serde_repr",
@@ -1663,7 +1701,7 @@ checksum = "31157e6ccefbad4b0cd7e549db6696691a70c11b108f26bf6bf76eef26af8c10"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -1701,9 +1739,9 @@ dependencies = [
 
 [[package]]
 name = "icu_collections"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2984d1cd16c883d7935b9e07e44071dca8d917fd52ecc02c04d5fa0b5a3f191c"
+checksum = "fa68d21081c4a05d5a901a1c62add574c77048b6a1c67be3b50ce0b60d4ca513"
 dependencies = [
  "displaydoc",
  "potential_utf",
@@ -1715,9 +1753,9 @@ dependencies = [
 
 [[package]]
 name = "icu_locale_core"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "92219b62b3e2b4d88ac5119f8904c10f8f61bf7e95b640d25ba3075e6cac2c29"
+checksum = "d56e28588da92eee5c3201a6eff33fabdd49b62269c8938d4ff050ce4d900deb"
 dependencies = [
  "displaydoc",
  "litemap",
@@ -1728,9 +1766,9 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c56e5ee99d6e3d33bd91c5d85458b6005a22140021cc324cea84dd0e72cff3b4"
+checksum = "12f9cf5f235641ed274641dd81c3f28d870e276763d0797aeeab72317b1c646f"
 dependencies = [
  "icu_collections",
  "icu_normalizer_data",
@@ -1742,16 +1780,17 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer_data"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da3be0ae77ea334f4da67c12f149704f19f81d1adf7c51cf482943e84a2bad38"
+checksum = "1563da1ed3e0b3bf3d74c9b85917ac9c56464d2f57242270c09c9e752f8021a0"
 
 [[package]]
 name = "icu_properties"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bee3b67d0ea5c2cca5003417989af8996f8604e34fb9ddf96208a033901e70de"
+checksum = "7e7ca276ad3145661a65914e6daf131ca5120cd3dcee8f8f3214b8875184a148"
 dependencies = [
+ "displaydoc",
  "icu_collections",
  "icu_locale_core",
  "icu_properties_data",
@@ -1762,15 +1801,15 @@ dependencies = [
 
 [[package]]
 name = "icu_properties_data"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e2bbb201e0c04f7b4b3e14382af113e17ba4f63e2c9d2ee626b720cbce54a14"
+checksum = "e590f038c1464a96894fd6d10127e90a8be4509f56ff7ecef851b15cee0b7caa"
 
 [[package]]
 name = "icu_provider"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "139c4cf31c8b5f33d7e199446eff9c1e02decfc2f0eec2c8d71f65befa45b421"
+checksum = "92a7ed671a6aad807a8651a2e1782a6598fda9ce5185dd8158549e95a91c6428"
 dependencies = [
  "displaydoc",
  "icu_locale_core",
@@ -1781,12 +1820,6 @@ dependencies = [
  "zerovec",
 ]
 
-[[package]]
-name = "id-arena"
-version = "2.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3d3067d79b975e8844ca9eb072e16b31c3c1c36928edf9c6789548c524d0d954"
-
 [[package]]
 name = "ident_case"
 version = "1.0.1"
@@ -1821,9 +1854,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d466e9454f08e4a911e14806c24e16fba1b4c121d1ea474396f396069cf949d9"
 dependencies = [
  "equivalent",
- "hashbrown 0.17.1",
- "serde",
- "serde_core",
+ "hashbrown",
 ]
 
 [[package]]
@@ -1832,7 +1863,7 @@ version = "0.17.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "183b3088984b400f4cfac3620d5e076c84da5364016b4f49473de574b2586235"
 dependencies = [
- "console",
+ "console 0.15.11",
  "number_prefix",
  "portable-atomic",
  "unicode-width",
@@ -1840,10 +1871,23 @@ dependencies = [
 ]
 
 [[package]]
-name = "ipnet"
-version = "2.12.0"
+name = "indicatif"
+version = "0.18.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d98f6fed1fde3f8c21bc40a1abb88dd75e67924f9cffc3ef95607bad8017f8e2"
+checksum = "9433806cd6b4ec1aba79c021c7e4c58fb4c3b9977c085062e611ac929998fb0c"
+dependencies = [
+ "console 0.16.4",
+ "portable-atomic",
+ "unicode-width",
+ "unit-prefix",
+ "web-time",
+]
+
+[[package]]
+name = "ipnet"
+version = "2.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6a756c3fac73139e83f14c2d742155dd2b78d3ee56597b419a0579b7bdd6dd78"
 
 [[package]]
 name = "is_terminal_polyfill"
@@ -1868,13 +1912,12 @@ checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
 
 [[package]]
 name = "js-sys"
-version = "0.3.99"
+version = "0.3.104"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "142bc4740e452c1e57ade0cbc129f139c9093e354346f0872ef985f4f5cf5f11"
+checksum = "0e0c1080212aad755ea003d18543e8768dd432c48819efd73a7bf1e39b7a5a3a"
 dependencies = [
  "cfg-if",
  "futures-util",
- "once_cell",
  "wasm-bindgen",
 ]
 
@@ -1890,12 +1933,6 @@ version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
 
-[[package]]
-name = "leb128fmt"
-version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09edd9e8b54e49e587e4f6295a7d29c3ea94d469cb40ab8ca70b288248a81db2"
-
 [[package]]
 name = "libadwaita"
 version = "0.9.2"
@@ -1923,14 +1960,14 @@ dependencies = [
  "gtk4-sys",
  "libc",
  "pango-sys",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
 name = "libc"
-version = "0.2.186"
+version = "0.2.189"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68ab91017fe16c622486840e4c83c9a37afeff978bd239b5293d61ece587de66"
+checksum = "3eaf3ede3fee6db1a4c2ee091bf8a8b4dccdc6d17f656fb07896ee72867612f2"
 
 [[package]]
 name = "libloading"
@@ -1944,9 +1981,9 @@ dependencies = [
 
 [[package]]
 name = "libredox"
-version = "0.1.17"
+version = "0.1.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f02ab6bace2054fb888a3c16f990117b579d14a3088e472d63c6011fa185c9d3"
+checksum = "28d0a00925a9f930d679b6789b721e3a7f9ed110f41b86d2497caa780c3a070a"
 dependencies = [
  "libc",
 ]
@@ -1959,9 +1996,9 @@ checksum = "32a66949e030da00e8c7d4434b251670a91556f4144941d37452769c25d58a53"
 
 [[package]]
 name = "litemap"
-version = "0.8.2"
+version = "0.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "92daf443525c4cce67b150400bc2316076100ce0b3686209eb8cf3c31612e6f0"
+checksum = "47d9d19d1d6efa0109d2f65ff4c85cddd50bd572e5a00127ab10987290bcefae"
 
 [[package]]
 name = "litrs"
@@ -1980,9 +2017,9 @@ dependencies = [
 
 [[package]]
 name = "log"
-version = "0.4.32"
+version = "0.4.33"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "953f07c43838f8e6f9758cab68bf5bed85465e7587ebe0b823f1bcd81978ad3a"
+checksum = "0ceec5bc11778974d1bcb055b18002eba7f4b3518b6a0081b3af5f21666da9ad"
 
 [[package]]
 name = "lru-slab"
@@ -1992,19 +2029,19 @@ checksum = "112b39cec0b298b6c1999fee3e31427f74f676e4cb9879ed1a121b43661a4154"
 
 [[package]]
 name = "macro_rules_attribute"
-version = "0.2.2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65049d7923698040cd0b1ddcced9b0eb14dd22c5f86ae59c3740eab64a676520"
+checksum = "b3ae8f6d608c795738406608304d30a2dfbdc8e58e44f7ba43236da5208ded3c"
 dependencies = [
  "macro_rules_attribute-proc_macro",
- "paste",
+ "pastey 0.2.3",
 ]
 
 [[package]]
 name = "macro_rules_attribute-proc_macro"
-version = "0.2.2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "670fdfda89751bc4a84ac13eaa63e205cf0fd22b4c9a5fbfa085b63c1f1d3a30"
+checksum = "fc04a4c58212d57930a24bf47d3fa87485264a3a054e9c10e042eb373573ad3c"
 
 [[package]]
 name = "matchers"
@@ -2017,9 +2054,9 @@ dependencies = [
 
 [[package]]
 name = "matrixmultiply"
-version = "0.3.10"
+version = "0.3.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a06de3016e9fae57a36fd14dba131fccf49f74b40b7fbdb472f96e361ec71a08"
+checksum = "3f607c237553f086e7043417a51df26b2eb899d3caff94e6a67592ff992fedc7"
 dependencies = [
  "autocfg",
  "rawpointer",
@@ -2027,9 +2064,9 @@ dependencies = [
 
 [[package]]
 name = "memchr"
-version = "2.8.1"
+version = "2.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b947ae49db0d222b1dbc6b113ce7248a3fc3a6ca21b696717bfc000ba4484d8"
+checksum = "cf8baf1c55e62ffcace7a9f06f4bd9cd3f0c4beb022d3b367256b91b87513d98"
 
 [[package]]
 name = "memoffset"
@@ -2058,9 +2095,9 @@ dependencies = [
 
 [[package]]
 name = "mio"
-version = "1.2.1"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "02bd0af71c67b473010cbbc60715ee815645a4dc942899111f494b4b737d6fda"
+checksum = "30d65c71f1ce40ab09135ce117d742b9f8a19ff91a41a8b57ed50bc2de59c427"
 dependencies = [
  "libc",
  "wasi",
@@ -2086,22 +2123,7 @@ checksum = "e4db6d5580af57bf992f59068d4ea26fd518574ff48d7639b255a36f9de6e7e9"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
-]
-
-[[package]]
-name = "ndarray"
-version = "0.16.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "882ed72dce9365842bf196bdeedf5055305f11fc8c03dee7bb0194a6cad34841"
-dependencies = [
- "matrixmultiply",
- "num-complex",
- "num-integer",
- "num-traits",
- "portable-atomic",
- "portable-atomic-util",
- "rawpointer",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -2148,7 +2170,7 @@ version = "0.50.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7957b9740744892f114936ab4a57b3f487491bbeafaf8083688b16841a4240e5"
 dependencies = [
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -2162,9 +2184,9 @@ dependencies = [
 
 [[package]]
 name = "num-integer"
-version = "0.1.46"
+version = "0.1.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7969661fd2958a5cb096e56c8e1ad0444ac2bbcd0061bd28660485a44879858f"
+checksum = "7ce2d95d4b3734dc35aa2f45e1aa22cd416814592a4f9d9205e11affd5b8e10b"
 dependencies = [
  "num-traits",
 ]
@@ -2196,6 +2218,28 @@ version = "1.70.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "384b8ab6d37215f3c5301a95a4accb5d64aa607f1fcb26a11b5303878451b4fe"
 
+[[package]]
+name = "onig"
+version = "6.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0cc3cbf698f9438986c11a880c90a6d04b9de27575afd28bbf45b154b6c709e2"
+dependencies = [
+ "bitflags",
+ "libc",
+ "once_cell",
+ "onig_sys",
+]
+
+[[package]]
+name = "onig_sys"
+version = "69.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e68317604e77e53b85896388e1a803c1d21b74c899ec9e5e1112db90735edd7"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
+
 [[package]]
 name = "option-ext"
 version = "0.2.0"
@@ -2214,12 +2258,12 @@ dependencies = [
 
 [[package]]
 name = "ort"
-version = "2.0.0-rc.12"
+version = "2.0.0-rc.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d7de3af33d24a745ffb8fab904b13478438d1cd52868e6f17735ef6e1f8bf133"
+checksum = "4336a1e2b38848325241c72889086886004e589b7c74f335e60a8e8db5138a0b"
 dependencies = [
  "libloading",
- "ndarray 0.17.2",
+ "ndarray",
  "ort-sys",
  "smallvec",
  "tracing",
@@ -2227,19 +2271,18 @@ dependencies = [
 
 [[package]]
 name = "ort-sys"
-version = "2.0.0-rc.12"
+version = "2.0.0-rc.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d7b497d21a8b6fbb4b5a544f8fadb77e801a09ae0add9e411d31c6f89e3c1e90"
+checksum = "cf211e3776eea6aec988552fa118dd746d70e1b1e5e244058d1c98015f3e5872"
 
 [[package]]
 name = "pango"
-version = "0.22.6"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "251bdc6e6487b811be0e406a21e301e07e45c0aa8fa39e00c0c8e12a91752438"
+checksum = "5d800d8d0de2ad5d0fb046f5344dbaba14a003cf3dd27cc21d85893d35ea316c"
 dependencies = [
  "gio",
  "glib",
- "libc",
  "pango-sys",
 ]
 
@@ -2252,7 +2295,7 @@ dependencies = [
  "glib-sys",
  "gobject-sys",
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
@@ -2305,6 +2348,12 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "35fb2e5f958ec131621fdd531e9fc186ed768cbe395337403ae56c17a74c68ec"
 
+[[package]]
+name = "pastey"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2ee67f1008b1ba2321834326597b8e186293b049a023cdef258527550b9935b4"
+
 [[package]]
 name = "percent-encoding"
 version = "2.3.2"
@@ -2337,7 +2386,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3c80231409c20246a13fddb31776fb942c38553c51e871f8cbd687a4cfb5843d"
 dependencies = [
  "phf_shared",
- "rand 0.8.6",
+ "rand 0.8.7",
 ]
 
 [[package]]
@@ -2368,9 +2417,9 @@ dependencies = [
 
 [[package]]
 name = "pkg-config"
-version = "0.3.33"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "19f132c84eca552bf34cab8ec81f1c1dcc229b811638f9d283dceabe58c5569e"
+checksum = "f6b464fbc74e149a392436b17d523f769e057cb6877f6a5c4618bc6f11800548"
 
 [[package]]
 name = "polling"
@@ -2388,9 +2437,9 @@ dependencies = [
 
 [[package]]
 name = "portable-atomic"
-version = "1.13.1"
+version = "1.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c33a9471896f1c69cecef8d20cbe2f7accd12527ce60845ff44c153bb2a21b49"
+checksum = "05c8b63e8d9609db387f0324918f81d68fe27748f084ef092fb35954d0539a85"
 
 [[package]]
 name = "portable-atomic-util"
@@ -2403,9 +2452,9 @@ dependencies = [
 
 [[package]]
 name = "potential_utf"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0103b1cef7ec0cf76490e969665504990193874ea05c85ff9bab8b911d0a0564"
+checksum = "d83eb9bc6d8e5cf568e7a1101d60ee05e81ed50ea106026f3d18deeb046d7661"
 dependencies = [
  "zerovec",
 ]
@@ -2419,39 +2468,29 @@ dependencies = [
  "zerocopy",
 ]
 
-[[package]]
-name = "prettyplease"
-version = "0.2.37"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b"
-dependencies = [
- "proc-macro2",
- "syn",
-]
-
 [[package]]
 name = "proc-macro-crate"
 version = "3.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e67ba7e9b2b56446f1d419b1d807906278ffa1a658a8a5d8a39dcb1f5a78614f"
 dependencies = [
- "toml_edit 0.25.12+spec-1.1.0",
+ "toml_edit 0.25.13+spec-1.1.0",
 ]
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.106"
+version = "1.0.107"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8fd00f0bb2e90d81d1044c2b32617f68fcb9fa3bb7640c23e9c748e53fb30934"
+checksum = "985e7ec9bb745e6ce6535b544d84d6cd6f7ad8bd711c398938ae983b91a766d9"
 dependencies = [
  "unicode-ident",
 ]
 
 [[package]]
 name = "quinn"
-version = "0.11.9"
+version = "0.11.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9e20a958963c291dc322d98411f541009df2ced7b5a4f2bd52337638cfccf20"
+checksum = "0c1a41e437b6bbd489372cd4971de128e85c855f56c57f283d20ff016cf7c0a8"
 dependencies = [
  "bytes",
  "cfg_aliases",
@@ -2461,7 +2500,7 @@ dependencies = [
  "rustc-hash",
  "rustls",
  "socket2",
- "thiserror 2.0.18",
+ "thiserror 2.0.20",
  "tokio",
  "tracing",
  "web-time",
@@ -2469,20 +2508,21 @@ dependencies = [
 
 [[package]]
 name = "quinn-proto"
-version = "0.11.14"
+version = "0.11.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "434b42fec591c96ef50e21e886936e66d3cc3f737104fdb9b737c40ffb94c098"
+checksum = "2f4bfc015262b9df63c8845072ce59068853ff5872180c2ce2f13038b970e560"
 dependencies = [
  "bytes",
- "getrandom 0.3.4",
+ "getrandom 0.4.3",
  "lru-slab",
- "rand 0.9.4",
+ "rand 0.10.2",
+ "rand_pcg",
  "ring",
  "rustc-hash",
  "rustls",
  "rustls-pki-types",
  "slab",
- "thiserror 2.0.18",
+ "thiserror 2.0.20",
  "tinyvec",
  "tracing",
  "web-time",
@@ -2490,23 +2530,23 @@ dependencies = [
 
 [[package]]
 name = "quinn-udp"
-version = "0.5.14"
+version = "0.5.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "addec6a0dcad8a8d96a771f815f0eaf55f9d1805756410b39f5fa81332574cbd"
+checksum = "35a133f956daabe89a61a685c2649f13d82d5aa4bd5d12d1277e1072a21c0694"
 dependencies = [
  "cfg_aliases",
  "libc",
  "once_cell",
  "socket2",
  "tracing",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "quote"
-version = "1.0.45"
+version = "1.0.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41f2619966050689382d2b44f664f4bc593e129785a36d6ee376ddf37259b924"
+checksum = "1fbf4db142a473a8d80c26bbf18454ed458bf8d26c8219c331daecfdbd079001"
 dependencies = [
  "proc-macro2",
 ]
@@ -2525,9 +2565,9 @@ checksum = "f8dcc9c7d52a811697d2151c701e0d08956f92b0e24136cf4cf27b57a6a0d9bf"
 
 [[package]]
 name = "rand"
-version = "0.8.6"
+version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5ca0ecfa931c29007047d1bc58e623ab12e5590e8c7cc53200d5202b69266d8a"
+checksum = "22f6172bdec972074665ed81ed53b71da00bfc44b65a753cfde883ec4c702a1a"
 dependencies = [
  "libc",
  "rand_chacha 0.3.1",
@@ -2536,14 +2576,25 @@ dependencies = [
 
 [[package]]
 name = "rand"
-version = "0.9.4"
+version = "0.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44c5af06bb1b7d3216d91932aed5265164bf384dc89cd6ba05cf59a35f5f76ea"
+checksum = "b9ef1d0d795eb7d84685bca4f72f3649f064e6641543d3a8c415898726a57b41"
 dependencies = [
  "rand_chacha 0.9.0",
  "rand_core 0.9.5",
 ]
 
+[[package]]
+name = "rand"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7f5fa3a058cd35567ef9bfa5e75732bee0f9e4c55fa90477bef2dfcdbc4be80"
+dependencies = [
+ "chacha20",
+ "getrandom 0.4.3",
+ "rand_core 0.10.1",
+]
+
 [[package]]
 name = "rand_chacha"
 version = "0.3.1"
@@ -2582,6 +2633,21 @@ dependencies = [
  "getrandom 0.3.4",
 ]
 
+[[package]]
+name = "rand_core"
+version = "0.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "63b8176103e19a2643978565ca18b50549f6101881c443590420e4dc998a3c69"
+
+[[package]]
+name = "rand_pcg"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "caa0f4137e1c0a72f4c651489402276c8e8e1cf081f3b0ba156d2cbeef09e86a"
+dependencies = [
+ "rand_core 0.10.1",
+]
+
 [[package]]
 name = "rawpointer"
 version = "0.2.1"
@@ -2647,14 +2713,14 @@ checksum = "a4e608c6638b9c18977b00b475ac1f28d14e84b27d8d42f70e0bf1e3dec127ac"
 dependencies = [
  "getrandom 0.2.17",
  "libredox",
- "thiserror 2.0.18",
+ "thiserror 2.0.20",
 ]
 
 [[package]]
 name = "regex"
-version = "1.12.3"
+version = "1.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e10754a14b9137dd7b1e3e5b0493cc9171fdd105e0ab477f51b72e7f3ac0e276"
+checksum = "f020237b6c8eed93db2e2cb53c00c60a8e1bc73da7d073199a1180401450218d"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -2664,9 +2730,9 @@ dependencies = [
 
 [[package]]
 name = "regex-automata"
-version = "0.4.14"
+version = "0.4.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e1dd4122fc1595e8162618945476892eefca7b88c52820e74af6262213cae8f"
+checksum = "ad8553b9b26413251cbf30e620595c7a41b3887f03da04579c0e6b0d6a06b4b2"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -2675,9 +2741,9 @@ dependencies = [
 
 [[package]]
 name = "regex-syntax"
-version = "0.8.10"
+version = "0.8.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc897dd8d9e8bd1ed8cdad82b5966c3e0ecae09fb1907d58efaa013543185d0a"
+checksum = "d6f6ff9a378485b298a5286656da665ba74413d36db0979633275d2e708145d4"
 
 [[package]]
 name = "reqwest"
@@ -2714,7 +2780,7 @@ dependencies = [
  "wasm-bindgen",
  "wasm-bindgen-futures",
  "web-sys",
- "webpki-roots 1.0.7",
+ "webpki-roots 1.0.9",
 ]
 
 [[package]]
@@ -2747,9 +2813,9 @@ dependencies = [
 
 [[package]]
 name = "rustc-hash"
-version = "2.1.2"
+version = "2.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94300abf3f1ae2e2b8ffb7b58043de3d399c73fa6f4b73826402a5c457614dbe"
+checksum = "6b1e7f9a428571be2dc5bc0505c13fb6bf936822b894ec87abf8a08a4e51742d"
 
 [[package]]
 name = "rustc_version"
@@ -2770,14 +2836,14 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.52.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "rustls"
-version = "0.23.40"
+version = "0.23.43"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ef86cd5876211988985292b91c96a8f2d298df24e75989a43a3c73f2d4d8168b"
+checksum = "0283386ce02abc0151e1761d08802dfe86c173b0b494af5cbc086574e453da06"
 dependencies = [
  "log",
  "once_cell",
@@ -2790,9 +2856,9 @@ dependencies = [
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.14.1"
+version = "1.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30a7197ae7eb376e574fe940d068c30fe0462554a3ddbe4eca7838e049c937a9"
+checksum = "2f4925028c7eb5d1fcdaf196971378ed9d2c1c4efc7dc5d011256f76c99c0a96"
 dependencies = [
  "web-time",
  "zeroize",
@@ -2800,9 +2866,9 @@ dependencies = [
 
 [[package]]
 name = "rustls-webpki"
-version = "0.103.13"
+version = "0.103.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61c429a8649f110dddef65e2a5ad240f747e85f7758a6bccc7e5777bd33f756e"
+checksum = "0527518605e68109d875e248ea259b6758801cf165e4b2c2733ae3b51f12535a"
 dependencies = [
  "ring",
  "rustls-pki-types",
@@ -2811,9 +2877,9 @@ dependencies = [
 
 [[package]]
 name = "rustversion"
-version = "1.0.22"
+version = "1.0.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b39cdef0fa800fc44525c84ccb54a029961a8215f9619753635a9c0d2538d46d"
+checksum = "cf54715a573b99ac80df0bc206da022bcd442c974952c7b9720069370852e21f"
 
 [[package]]
 name = "ryu"
@@ -2835,9 +2901,9 @@ checksum = "8a7852d02fc848982e0c167ef163aaff9cd91dc640ba85e263cb1ce46fae51cd"
 
 [[package]]
 name = "serde"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a8e94ea7f378bd32cbbd37198a4a91436180c5bb472411e48b5ec2e2124ae9e"
+checksum = "4148590afebada386688f18773da617792bf2ef03ffc1e4cbd2b1d45b023e0ba"
 dependencies = [
  "serde_core",
  "serde_derive",
@@ -2845,29 +2911,29 @@ dependencies = [
 
 [[package]]
 name = "serde_core"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41d385c7d4ca58e59fc732af25c3983b67ac852c1a25000afe1175de458b67ad"
+checksum = "67dca2c9c51e58a4791a4b1ed58308b39c64224d349a935ab5039aa360942a48"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
+checksum = "e7a5d71263a5a7d47b41f6b3f06ba276f10cc18b0931f1799f710578e2309348"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.150"
+version = "1.0.151"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8014e44b4736ed0538adeecded0fce2a272f22dc9578a7eb6b2d9993c74cfb9"
+checksum = "c841b55ecdae098c80dcae9cf767f6f8a0c2cdb3416bbef72181df4d0fe73f14"
 dependencies = [
  "itoa",
  "memchr",
@@ -2878,13 +2944,13 @@ dependencies = [
 
 [[package]]
 name = "serde_repr"
-version = "0.1.20"
+version = "0.1.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
+checksum = "8d3b1629de253c70a0508c3899572da79ca359fdab27c7920ff00406df418906"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -2919,12 +2985,23 @@ dependencies = [
 
 [[package]]
 name = "sha1"
-version = "0.10.6"
+version = "0.10.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3bf829a2d51ab4a5ddf1352d8470c140cadc8301b2ae1789db023f01cedd6ba"
+checksum = "a978451301f4db1d02937a4ab3ccce137717b81826e79b7d49ffe3244a13c3b8"
 dependencies = [
  "cfg-if",
- "cpufeatures",
+ "cpufeatures 0.2.17",
+ "digest",
+]
+
+[[package]]
+name = "sha2"
+version = "0.10.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
+dependencies = [
+ "cfg-if",
+ "cpufeatures 0.2.17",
  "digest",
 ]
 
@@ -2955,9 +3032,9 @@ dependencies = [
 
 [[package]]
 name = "simd-adler32"
-version = "0.3.9"
+version = "0.3.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "703d5c7ef118737c72f1af64ad2f6f8c5e1921f818cdcb97b8fe6fc69bf66214"
+checksum = "3a219298ac11a56ea9a6d2120044824d6f01aeb034955e7af7bc16858527deea"
 
 [[package]]
 name = "siphasher"
@@ -2973,18 +3050,18 @@ checksum = "0c790de23124f9ab44544d7ac05d60440adc586479ce501c1d6d7da3cd8c9cf5"
 
 [[package]]
 name = "smallvec"
-version = "1.15.1"
+version = "1.15.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "67b1b7a3b5fe4f1376887184045fcf45c69e92af734b7aaddc05fb777b6fbd03"
+checksum = "8ed6a63f02c8539c91a8685a86f4099661ba3da017932f6ebbea6de3f0fa7c90"
 
 [[package]]
 name = "socket2"
-version = "0.6.4"
+version = "0.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52d1cfed4120b4d927bf7c0f86d2087a4a7d6027c906d9f9d525a80573b9be51"
+checksum = "c3d1e2c7f27f8d4cb10542a02c49005dbd6e93095799d6f3be745fae9f8fedd4"
 dependencies = [
  "libc",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -3036,9 +3113,20 @@ checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
 [[package]]
 name = "syn"
-version = "2.0.117"
+version = "2.0.119"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e665b8803e7b1d2a727f4023456bbbbe74da67099c585258af0ad9c5013b9b99"
+checksum = "872831b642d1a07999a962a351ed35b955ea2cfc8f3862091e2a240a84f17297"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "syn"
+version = "3.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53e9bae58849f64dfa4f5d5ae372c8341f7305f82a3868709269343628b659a3"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3062,7 +3150,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -3074,7 +3162,20 @@ dependencies = [
  "cfg-expr",
  "heck",
  "pkg-config",
- "toml 1.1.2+spec-1.1.0",
+ "toml 1.1.4+spec-1.1.0",
+ "version-compare",
+]
+
+[[package]]
+name = "system-deps"
+version = "8.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "83779a5c956bcb6ba627a4ecf0a9d7625db47d7537e0892d97f712ac995648a3"
+dependencies = [
+ "cfg-expr",
+ "heck",
+ "pkg-config",
+ "toml 1.1.4+spec-1.1.0",
  "version-compare",
 ]
 
@@ -3091,10 +3192,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32497e9a4c7b38532efcdebeef879707aa9f794296a4f0244f6f69e9bc8574bd"
 dependencies = [
  "fastrand",
- "getrandom 0.4.2",
+ "getrandom 0.4.3",
  "once_cell",
  "rustix",
- "windows-sys 0.52.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -3108,11 +3209,11 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "2.0.18"
+version = "2.0.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4288b5bcbc7920c07a1149a35cf9590a2aa808e0bc1eafaade0b80947865fbc4"
+checksum = "ec86235f5fcc2a73650310756d2ac5b138a5780bbbdfae3eeccec992c435ba4f"
 dependencies = [
- "thiserror-impl 2.0.18",
+ "thiserror-impl 2.0.20",
 ]
 
 [[package]]
@@ -3123,34 +3224,34 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "2.0.18"
+version = "2.0.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5"
+checksum = "bc04cd3e1236dd4a98afca4569f2deb3f120e5422a4023be2cb683f8486292af"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
 name = "thread_local"
-version = "1.1.9"
+version = "1.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f60246a4944f24f6e018aa17cdeffb7818b76356965d03b07d6a9886e8962185"
+checksum = "1ad99c4c6d32803332c548b1af0540b357b3f5fc0be8f6c6bfe8b2e6ae784070"
 dependencies = [
  "cfg-if",
 ]
 
 [[package]]
 name = "tinystr"
-version = "0.8.3"
+version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c8323304221c2a851516f22236c5722a72eaa19749016521d6dff0824447d96d"
+checksum = "b1e27c91459209c2986af3dcf603a5a74a4368754ce37414f59acc971167f643"
 dependencies = [
  "displaydoc",
  "zerovec",
@@ -3158,9 +3259,9 @@ dependencies = [
 
 [[package]]
 name = "tinyvec"
-version = "1.11.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3e61e67053d25a4e82c844e8424039d9745781b3fc4f32b8d55ed50f5f667ef3"
+checksum = "bb4ebadaa0af04fab11ae01eb5f9fdb5f9c5b875506e210e71c07873528baa7f"
 dependencies = [
  "tinyvec_macros",
 ]
@@ -3173,25 +3274,27 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokenizers"
-version = "0.21.4"
+version = "0.23.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a620b996116a59e184c2fa2dfd8251ea34a36d0a514758c6f966386bd2e03476"
+checksum = "44e5bea67576e04b6ff8564c5d9e09c2ef0cf476502245f2f120e497769d3112"
 dependencies = [
  "ahash",
- "aho-corasick",
  "compact_str",
+ "daachorse",
  "dary_heap",
  "derive_builder",
  "esaxx-rs",
  "fancy-regex",
  "getrandom 0.3.4",
  "hf-hub",
+ "indicatif 0.18.6",
  "itertools",
  "log",
  "macro_rules_attribute",
  "monostate",
+ "onig",
  "paste",
- "rand 0.9.4",
+ "rand 0.9.5",
  "rayon",
  "rayon-cond",
  "regex",
@@ -3199,7 +3302,7 @@ dependencies = [
  "serde",
  "serde_json",
  "spm_precompiled",
- "thiserror 2.0.18",
+ "thiserror 2.0.20",
  "unicode-normalization-alignments",
  "unicode-segmentation",
  "unicode_categories",
@@ -3207,9 +3310,9 @@ dependencies = [
 
 [[package]]
 name = "tokio"
-version = "1.52.3"
+version = "1.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8fc7f01b389ac15039e4dc9531aa973a135d7a4135281b12d7c1bc79fd57fffe"
+checksum = "202caea871b69668250d242070849eb495be178ed697a3e98aebce5bc81a0bed"
 dependencies = [
  "bytes",
  "libc",
@@ -3225,13 +3328,13 @@ dependencies = [
 
 [[package]]
 name = "tokio-macros"
-version = "2.7.0"
+version = "2.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "385a6cb71ab9ab790c5fe8d67f1645e6c450a7ce006a33de03daa956cf70a496"
+checksum = "78773a2a397f451582ce068015985c33193cf6dea8b74d2a639fe457b2f07b0e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -3258,9 +3361,9 @@ dependencies = [
 
 [[package]]
 name = "toml"
-version = "1.1.2+spec-1.1.0"
+version = "1.1.4+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81f3d15e84cbcd896376e6730314d59fb5a87f31e4b038454184435cd57defee"
+checksum = "3aace63f4bbcdfc2c965b059de67119c89c4017a70d633be6c104910f67056f5"
 dependencies = [
  "indexmap",
  "serde_core",
@@ -3268,7 +3371,7 @@ dependencies = [
  "toml_datetime 1.1.1+spec-1.1.0",
  "toml_parser",
  "toml_writer",
- "winnow 1.0.3",
+ "winnow 1.0.4",
 ]
 
 [[package]]
@@ -3305,23 +3408,23 @@ dependencies = [
 
 [[package]]
 name = "toml_edit"
-version = "0.25.12+spec-1.1.0"
+version = "0.25.13+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2153edc6955a6c354fad8f5efd38b6a8769bdccf9fe50f8e1329f81b0baa5d7"
+checksum = "6975367e4d2ef766d86af01ffad14b622fecc8d4357a998fbc4deb6e9bacaf9b"
 dependencies = [
  "indexmap",
  "toml_datetime 1.1.1+spec-1.1.0",
  "toml_parser",
- "winnow 1.0.3",
+ "winnow 1.0.4",
 ]
 
 [[package]]
 name = "toml_parser"
-version = "1.1.2+spec-1.1.0"
+version = "1.1.3+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2abe9b86193656635d2411dc43050282ca48aa31c2451210f4202550afb7526"
+checksum = "1d38ac1cf9b95face32296c0a3ede1fdc270627c9d9c02a7274dd6d960dc4d56"
 dependencies = [
- "winnow 1.0.3",
+ "winnow 1.0.4",
 ]
 
 [[package]]
@@ -3332,9 +3435,9 @@ checksum = "5d99f8c9a7727884afe522e9bd5edbfc91a3312b36a77b5fb8926e4c31a41801"
 
 [[package]]
 name = "toml_writer"
-version = "1.1.1+spec-1.1.0"
+version = "1.1.2+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "756daf9b1013ebe47a8776667b466417e2d4c5679d441c26230efd9ef78692db"
+checksum = "7d56353a2a665ad0f41a421187180aab746c8c325620617ad883a99a1cbe66d2"
 
 [[package]]
 name = "tower"
@@ -3400,7 +3503,7 @@ checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -3462,7 +3565,7 @@ checksum = "f2f6fb2847f6742cd76af783a2a2c49e9375d0a111c7bef6f71cd9e738c72d6e"
 dependencies = [
  "memoffset",
  "tempfile",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -3504,6 +3607,12 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39ec24b3121d976906ece63c9daad25b85969647682eee313cb5779fdd69e14e"
 
+[[package]]
+name = "unit-prefix"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "81e544489bf3d8ef66c953931f56617f423cd4b5494be343d9b9d3dda037b9a3"
+
 [[package]]
 name = "untrusted"
 version = "0.9.0"
@@ -3555,11 +3664,11 @@ checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
 [[package]]
 name = "uuid"
-version = "1.23.2"
+version = "1.24.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d258b83ceec21034727ecee8c382cfa6c3e133699b0742c64571814fb420c9f7"
+checksum = "2cefc03fd367c0c6d4305de1b312cf00248c4114f4a0418ce6a6af769e3b0bd9"
 dependencies = [
- "getrandom 0.4.2",
+ "getrandom 0.4.3",
  "js-sys",
  "wasm-bindgen",
 ]
@@ -3599,27 +3708,18 @@ checksum = "ccf3ec651a847eb01de73ccad15eb7d99f80485de043efb2f370cd654f4ea44b"
 
 [[package]]
 name = "wasip2"
-version = "1.0.3+wasi-0.2.9"
+version = "1.0.4+wasi-0.2.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "20064672db26d7cdc89c7798c48a0fdfac8213434a1186e5ef29fd560ae223d6"
+checksum = "b67efb37e106e55ce722a510d6b5f9c17f083e5fc79afc2badeb12cc313d9487"
 dependencies = [
- "wit-bindgen 0.57.1",
-]
-
-[[package]]
-name = "wasip3"
-version = "0.4.0+wasi-0.3.0-rc-2026-01-06"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5428f8bf88ea5ddc08faddef2ac4a67e390b88186c703ce6dbd955e1c145aca5"
-dependencies = [
- "wit-bindgen 0.51.0",
+ "wit-bindgen",
 ]
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.122"
+version = "0.2.127"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ed04576f974d2b2fba0f38c51dbc5518011e38c36bf1143164be765528fd409"
+checksum = "1b70935747edd64d89de3efa29d73789b806c15798f8e7dca4d8ac356b50ce70"
 dependencies = [
  "cfg-if",
  "once_cell",
@@ -3630,9 +3730,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.72"
+version = "0.4.77"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9473dbd2991ae90b6291c3c32c30c6187ac49aa32f9905d1cce280ec1e110b0f"
+checksum = "6b7777d5cc23d0e91404e53ce2d5e8ec7acae3026b16233dba62cd3246457950"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -3640,9 +3740,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.122"
+version = "0.2.127"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "916151b09da36bd82f6615cbf3a419e2f0ba23a03c6160e8e92eb6bd4aa1dec6"
+checksum = "77775f8f3f7217702089053b94958f8f54061a3f663417df76e19cbdcca29bc1"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -3650,65 +3750,31 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.122"
+version = "0.2.127"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "299047362ccbfce148b67ab7e73349f77748e00c8296f9542adfad2ad82c5c5e"
+checksum = "e11d33f857dc2fb11b8bc75aee111aa9cbeb12cd9f25efd3d4c2a3dd4e235284"
 dependencies = [
  "bumpalo",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.122"
+version = "0.2.127"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a929b2c61f11ba3e9bc35b50c1f25cb38e0e892c0c231ae2b8cf78d5dad4437"
+checksum = "7ef64dbcc55df09c7e5a46182d181c2cfa3e925f3da937ea764728b4bbb9dcbf"
 dependencies = [
  "unicode-ident",
 ]
 
-[[package]]
-name = "wasm-encoder"
-version = "0.244.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "990065f2fe63003fe337b932cfb5e3b80e0b4d0f5ff650e6985b1048f62c8319"
-dependencies = [
- "leb128fmt",
- "wasmparser",
-]
-
-[[package]]
-name = "wasm-metadata"
-version = "0.244.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bb0e353e6a2fbdc176932bbaab493762eb1255a7900fe0fea1a2f96c296cc909"
-dependencies = [
- "anyhow",
- "indexmap",
- "wasm-encoder",
- "wasmparser",
-]
-
-[[package]]
-name = "wasmparser"
-version = "0.244.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "47b807c72e1bac69382b3a6fb3dbe8ea4c0ed87ff5629b8685ae6b9a611028fe"
-dependencies = [
- "bitflags",
- "hashbrown 0.15.5",
- "indexmap",
- "semver",
-]
-
 [[package]]
 name = "web-sys"
-version = "0.3.99"
+version = "0.3.104"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d621441cfc37b84979402712047321980c178f299193a3589d05b99e8763436"
+checksum = "c435338968042f4f59a557f690a253676d47ce13ceb55d70100e7facf6620a30"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -3730,14 +3796,14 @@ version = "0.26.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "521bc38abb08001b01866da9f51eb7c5d647a19260e00054a8c7fd5f9e57f7a9"
 dependencies = [
- "webpki-roots 1.0.7",
+ "webpki-roots 1.0.9",
 ]
 
 [[package]]
 name = "webpki-roots"
-version = "1.0.7"
+version = "1.0.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52f5ee44c96cf55f1b349600768e3ece3a8f26010c05265ab73f945bb1a2eb9d"
+checksum = "7dcd9d09a39985f5344844e66b0c530a33843579125f23e21e9f0f220850f22a"
 dependencies = [
  "rustls-pki-types",
 ]
@@ -3785,7 +3851,7 @@ checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -3796,7 +3862,7 @@ checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -4065,112 +4131,24 @@ dependencies = [
 
 [[package]]
 name = "winnow"
-version = "1.0.3"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0592e1c9d151f854e6fd382574c3a0855250e1d9b2f99d9281c6e6391af352f1"
+checksum = "23b97319f7b8343df12cc98938e5c3eb436064524c8d2b4e30a1d3a36eecdf81"
 dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "wit-bindgen"
-version = "0.51.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d7249219f66ced02969388cf2bb044a09756a083d0fab1e566056b04d9fbcaa5"
-dependencies = [
- "wit-bindgen-rust-macro",
-]
-
 [[package]]
 name = "wit-bindgen"
 version = "0.57.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1ebf944e87a7c253233ad6766e082e3cd714b5d03812acc24c318f549614536e"
 
-[[package]]
-name = "wit-bindgen-core"
-version = "0.51.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea61de684c3ea68cb082b7a88508a8b27fcc8b797d738bfc99a82facf1d752dc"
-dependencies = [
- "anyhow",
- "heck",
- "wit-parser",
-]
-
-[[package]]
-name = "wit-bindgen-rust"
-version = "0.51.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b7c566e0f4b284dd6561c786d9cb0142da491f46a9fbed79ea69cdad5db17f21"
-dependencies = [
- "anyhow",
- "heck",
- "indexmap",
- "prettyplease",
- "syn",
- "wasm-metadata",
- "wit-bindgen-core",
- "wit-component",
-]
-
-[[package]]
-name = "wit-bindgen-rust-macro"
-version = "0.51.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c0f9bfd77e6a48eccf51359e3ae77140a7f50b1e2ebfe62422d8afdaffab17a"
-dependencies = [
- "anyhow",
- "prettyplease",
- "proc-macro2",
- "quote",
- "syn",
- "wit-bindgen-core",
- "wit-bindgen-rust",
-]
-
-[[package]]
-name = "wit-component"
-version = "0.244.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d66ea20e9553b30172b5e831994e35fbde2d165325bec84fc43dbf6f4eb9cb2"
-dependencies = [
- "anyhow",
- "bitflags",
- "indexmap",
- "log",
- "serde",
- "serde_derive",
- "serde_json",
- "wasm-encoder",
- "wasm-metadata",
- "wasmparser",
- "wit-parser",
-]
-
-[[package]]
-name = "wit-parser"
-version = "0.244.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ecc8ac4bc1dc3381b7f59c34f00b67e18f910c2c0f50015669dde7def656a736"
-dependencies = [
- "anyhow",
- "id-arena",
- "indexmap",
- "log",
- "semver",
- "serde",
- "serde_derive",
- "serde_json",
- "unicode-xid",
- "wasmparser",
-]
-
 [[package]]
 name = "writeable"
-version = "0.6.3"
+version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ffae5123b2d3fc086436f8834ae3ab053a283cfac8fe0a0b8eaae044768a4c4"
+checksum = "3ad82d2a33cdc9674dc7465672f271e096168fcdbe0f799d9e6db8c5892679dc"
 
 [[package]]
 name = "xdg-home"
@@ -4184,9 +4162,9 @@ dependencies = [
 
 [[package]]
 name = "xml-rs"
-version = "0.8.28"
+version = "0.8.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ae8337f8a065cfc972643663ea4279e04e7256de865aa66fe25cec5fb912d3f"
+checksum = "e450f9b2ed1dff33c94c12589a87338689467b9c4f5d8a5710bd09a847d2c8a7"
 
 [[package]]
 name = "yoke"
@@ -4207,7 +4185,7 @@ checksum = "de844c262c8848816172cef550288e7dc6c7b7814b4ee56b3e1553f275f1858e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
  "synstructure",
 ]
 
@@ -4229,7 +4207,7 @@ dependencies = [
  "hex",
  "nix",
  "ordered-stream",
- "rand 0.8.6",
+ "rand 0.8.7",
  "serde",
  "serde_repr",
  "sha1",
@@ -4253,7 +4231,7 @@ dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
  "zvariant_utils",
 ]
 
@@ -4270,22 +4248,22 @@ dependencies = [
 
 [[package]]
 name = "zerocopy"
-version = "0.8.50"
+version = "0.8.56"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3b065d4f0e55f82fae73202e189638116a87c55ab6b8e6c2721e13dd9d854ad1"
+checksum = "556764e583adb45a9f8d413c2a147fa7e8d821e48e12b14fd560b607998b75eb"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.50"
+version = "0.8.56"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b631b19d36a892ab55420c92dbc83ccd79274f25be714855d3074aa71cab639"
+checksum = "f2ab42fc20575779bd240faa45f94a74256f755c0fa9e89f0ede20d91d0cdfc1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -4305,21 +4283,21 @@ checksum = "11532158c46691caf0f2593ea8358fed6bbf68a0315e80aae9bd41fbade684a1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
  "synstructure",
 ]
 
 [[package]]
 name = "zeroize"
-version = "1.8.2"
+version = "1.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b97154e67e32c85465826e8bcc1c59429aaaf107c1e4a9e53c8d8ccd5eff88d0"
+checksum = "e13c156562582aa81c60cb29407084cdb54c4164760106ab78e6c5b0858cf64e"
 
 [[package]]
 name = "zerotrie"
-version = "0.2.4"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f9152d31db0792fa83f70fb2f83148effb5c1f5b8c7686c3459e361d9bc20bf"
+checksum = "4ea269c3bd32f0a32c321907a2ae912ba6f4649bb0fc764a15627e99a7095a3f"
 dependencies = [
  "displaydoc",
  "yoke",
@@ -4328,9 +4306,9 @@ dependencies = [
 
 [[package]]
 name = "zerovec"
-version = "0.11.6"
+version = "0.11.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90f911cbc359ab6af17377d242225f4d75119aec87ea711a880987b18cd7b239"
+checksum = "94b5c6b5976d66c1d703c4fd17d3f5e43c8cedaacf604961b171adc7130896d8"
 dependencies = [
  "yoke",
  "zerofrom",
@@ -4339,20 +4317,20 @@ dependencies = [
 
 [[package]]
 name = "zerovec-derive"
-version = "0.11.3"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "625dc425cab0dca6dc3c3319506e6593dcb08a9f387ea3b284dbd52a92c40555"
+checksum = "47402523226a02bfe5230160dc3ccc089aa6f6f19e7fcbb4e6f824bbb1b4aa62"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
 name = "zmij"
-version = "1.0.21"
+version = "1.0.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8848ee67ecc8aedbaf3e4122217aff892639231befc6a1b58d29fff4c2cabaa"
+checksum = "29666d0abbfad1e3dc4dcf6144730dd3a3ab225bbbdac83319345b1b44ccfc1b"
 
 [[package]]
 name = "zvariant"
@@ -4376,7 +4354,7 @@ dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
  "zvariant_utils",
 ]
 
@@ -4388,5 +4366,5 @@ checksum = "c51bcff7cc3dbb5055396bcf774748c3dab426b4b8659046963523cee4808340"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index 39b7707..b9508be 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -8,7 +8,7 @@ members = [
 resolver = "2"
 
 [workspace.package]
-version = "0.5.1"
+version = "0.5.3"
 edition = "2021"
 license = "MIT"
 authors = ["Breadway"]
@@ -24,9 +24,10 @@ chrono = { version = "0.4", features = ["serde"] }
 rrule = "0.12"
 tokio = { version = "1", features = ["full"] }
 zbus = { version = "4", default-features = false, features = ["tokio"] }
-ort = { version = "2.0.0-rc.12", default-features = false, features = ["std", "ndarray", "tracing", "api-24", "rocm", "load-dynamic"] }
-ndarray = "0.16"
-tokenizers = { version = "0.21", default-features = false, features = ["http", "fancy-regex"] }
+# WHY: bread-onnx's Provider enum references every EP type, so those ort
+# features must be on in the consumer even if breadpad only requests MIGraphX.
+ort = { version = "2.0.0-rc.12", default-features = false, features = ["std", "tracing", "api-24", "migraphx", "cuda", "openvino", "vitis", "load-dynamic"] }
+tokenizers = { version = "0.23", default-features = false, features = ["http", "fancy-regex"] }
 gtk4 = { version = "0.11", features = ["v4_12"] }
 gtk4-layer-shell = "0.8"
 hyprland = "0.4.0-beta.3"
diff --git a/breadman/Cargo.toml b/breadman/Cargo.toml
index e1ae340..d47a586 100644
--- a/breadman/Cargo.toml
+++ b/breadman/Cargo.toml
@@ -15,8 +15,8 @@ breadpad-shared = { path = "../breadpad-shared" }
 bread-screenshots = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.2" }
 # Shared `--screenshot` pair validation + settle delay (`screenshot_cli`).
 bread-utils = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.2" }
-# `adw` implies `gtk`. Local chip/init shims remain in src/theme_widgets.rs.
-bread-theme = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.2", features = ["adw"] }
+# `adw` implies `gtk` (`chip`, `set_chip_active`, `adw::init`).
+bread-theme = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.4", features = ["adw"] }
 libadwaita = { version = "0.9", features = ["v1_7"] }
 anyhow.workspace = true
 tracing.workspace = true
diff --git a/breadman/src/editor.rs b/breadman/src/editor.rs
index bea9803..e39b11c 100644
--- a/breadman/src/editor.rs
+++ b/breadman/src/editor.rs
@@ -62,16 +62,16 @@ pub fn open_editor(
     let type_row = libadwaita::ActionRow::builder().title("Type").build();
     let type_pill_box = gtk4::Box::builder().orientation(gtk4::Orientation::Horizontal).spacing(4).valign(gtk4::Align::Center).build();
     let selected_type: Rc<RefCell<String>> = Rc::new(RefCell::new(note.note_type.as_str().to_string()));
-    let type_pills: Vec<(gtk4::Button, &'static str)> = NoteType::all_builtin().iter().map(|&name| (crate::theme_widgets::chip(name), name)).collect();
+    let type_pills: Vec<(gtk4::Button, &'static str)> = NoteType::all_builtin().iter().map(|&name| (bread_theme::gtk::chip(name), name)).collect();
     for (btn, name) in &type_pills {
-        crate::theme_widgets::set_chip_active(btn, *name == selected_type.borrow().as_str());
+        bread_theme::gtk::set_chip_active(btn, *name == selected_type.borrow().as_str());
         let sel = selected_type.clone();
         let name = *name;
         let all_btns: Vec<gtk4::Button> = type_pills.iter().map(|(b, _)| b.clone()).collect();
         btn.connect_clicked(move |clicked| {
             *sel.borrow_mut() = name.to_string();
-            for b in &all_btns { crate::theme_widgets::set_chip_active(b, false); }
-            crate::theme_widgets::set_chip_active(clicked, true);
+            for b in &all_btns { bread_theme::gtk::set_chip_active(b, false); }
+            bread_theme::gtk::set_chip_active(clicked, true);
         });
         type_pill_box.append(btn);
     }
diff --git a/breadman/src/main.rs b/breadman/src/main.rs
index 9ef3d86..efd5b3f 100644
--- a/breadman/src/main.rs
+++ b/breadman/src/main.rs
@@ -14,7 +14,6 @@ use std::sync::Arc;
 
 mod editor;
 mod screenshot;
-mod theme_widgets;
 mod views;
 
 // ── Args ─────────────────────────────────────────────────────────────────────
@@ -363,7 +362,7 @@ fn build_app_window(
     // Needed once before constructing any adw:: widget (see views::settings) —
     // also forces dark mode, since bread-theme's palette is a fixed dark base
     // regardless of the system GTK preference.
-    theme_widgets::init_adw();
+    bread_theme::adw::init();
 
     let store = Arc::new(Store::new()?);
     let notes = store.load_all()?;
@@ -374,6 +373,7 @@ fn build_app_window(
         .default_width(960)
         .default_height(640)
         .build();
+    bread_theme::gtk::bind_window_auto(&window);
 
     let hbox = gtk4::Box::builder()
         .orientation(gtk4::Orientation::Horizontal)
@@ -616,6 +616,7 @@ fn show_add_note_window(parent: &gtk4::ApplicationWindow, state: AppState, prese
         .modal(true)
         .default_width(500)
         .build();
+    bread_theme::gtk::bind_window_auto(&win);
 
     let vbox = gtk4::Box::builder()
         .orientation(gtk4::Orientation::Vertical)
@@ -643,17 +644,17 @@ fn show_add_note_window(parent: &gtk4::ApplicationWindow, state: AppState, prese
     let selected_type: Rc<RefCell<NoteType>> = Rc::new(RefCell::new(preselect.clone()));
     let chips: Vec<(gtk4::Button, NoteType)> = NoteType::all_builtin()
         .iter()
-        .map(|&name| (theme_widgets::chip(name), NoteType::from_str(name)))
+        .map(|&name| (bread_theme::gtk::chip(name), NoteType::from_str(name)))
         .collect();
     for (btn, nt) in &chips {
-        theme_widgets::set_chip_active(btn, *nt == preselect);
+        bread_theme::gtk::set_chip_active(btn, *nt == preselect);
         let sel = selected_type.clone();
         let nt_c = nt.clone();
         let all_btns: Vec<gtk4::Button> = chips.iter().map(|(b, _)| b.clone()).collect();
         btn.connect_clicked(move |clicked| {
             *sel.borrow_mut() = nt_c.clone();
-            for b in &all_btns { theme_widgets::set_chip_active(b, false); }
-            theme_widgets::set_chip_active(clicked, true);
+            for b in &all_btns { bread_theme::gtk::set_chip_active(b, false); }
+            bread_theme::gtk::set_chip_active(clicked, true);
         });
         chip_box.append(btn);
     }
diff --git a/breadman/src/theme_widgets.rs b/breadman/src/theme_widgets.rs
deleted file mode 100644
index a5221e6..0000000
--- a/breadman/src/theme_widgets.rs
+++ /dev/null
@@ -1,23 +0,0 @@
-//! Local stand-ins for `bread_theme::gtk::{chip, set_chip_active}` and
-//! `bread_theme::adw::init`, which are not on bread-theme v0.7.1.
-
-use gtk4::prelude::*;
-
-pub fn chip(label: &str) -> gtk4::Button {
-    gtk4::Button::builder().label(label).css_classes(["chip"]).build()
-}
-
-pub fn set_chip_active(chip: &impl IsA<gtk4::Widget>, active: bool) {
-    if active {
-        chip.add_css_class("active");
-    } else {
-        chip.remove_css_class("active");
-    }
-}
-
-/// Initializes libadwaita and forces dark mode (bread-theme's palette is a
-/// fixed dark base regardless of the system GTK preference).
-pub fn init_adw() {
-    libadwaita::init().expect("failed to initialize libadwaita");
-    libadwaita::StyleManager::default().set_color_scheme(libadwaita::ColorScheme::ForceDark);
-}
diff --git a/breadman/src/views/settings.rs b/breadman/src/views/settings.rs
index 114edd1..6090274 100644
--- a/breadman/src/views/settings.rs
+++ b/breadman/src/views/settings.rs
@@ -92,10 +92,10 @@ pub fn build(cfg: &Config, on_save: impl Fn(Config) + 'static) -> gtk4::Scrolled
     let selected_type: Rc<RefCell<String>> = Rc::new(RefCell::new(cfg.settings.default_type.clone()));
     let type_pills: Vec<(gtk4::Button, &'static str)> = NoteType::all_builtin()
         .iter()
-        .map(|&name| (crate::theme_widgets::chip(name), name))
+        .map(|&name| (bread_theme::gtk::chip(name), name))
         .collect();
     for (btn, name) in &type_pills {
-        crate::theme_widgets::set_chip_active(btn, *name == selected_type.borrow().as_str());
+        bread_theme::gtk::set_chip_active(btn, *name == selected_type.borrow().as_str());
         type_pill_box.append(btn);
     }
     general_list.append(&field_row("Default type", None, &type_pill_box));
@@ -260,8 +260,8 @@ pub fn build(cfg: &Config, on_save: impl Fn(Config) + 'static) -> gtk4::Scrolled
         let all_btns: Vec<gtk4::Button> = type_pills.iter().map(|(b, _)| b.clone()).collect();
         btn.connect_clicked(move |clicked| {
             *sel.borrow_mut() = name.to_string();
-            for b in &all_btns { crate::theme_widgets::set_chip_active(b, false); }
-            crate::theme_widgets::set_chip_active(clicked, true);
+            for b in &all_btns { bread_theme::gtk::set_chip_active(b, false); }
+            bread_theme::gtk::set_chip_active(clicked, true);
             apply_now();
         });
     }
diff --git a/breadpad-shared/Cargo.toml b/breadpad-shared/Cargo.toml
index 6e4edf9..a56c187 100644
--- a/breadpad-shared/Cargo.toml
+++ b/breadpad-shared/Cargo.toml
@@ -7,7 +7,8 @@ authors.workspace = true
 
 
 [dependencies]
-bread-theme = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.2", features = ["gtk"] }
+bread-theme = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.4", features = ["gtk"] }
+gtk4.workspace = true
 anyhow.workspace = true
 tracing.workspace = true
 serde.workspace = true
@@ -19,7 +20,7 @@ tokio.workspace = true
 zbus.workspace = true
 ort.workspace = true
 tokenizers.workspace = true
-ndarray.workspace = true
+bread-onnx = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.2" }
 toml.workspace = true
 dirs.workspace = true
 regex.workspace = true
diff --git a/breadpad-shared/src/classifier.rs b/breadpad-shared/src/classifier.rs
index e752a31..35c2650 100644
--- a/breadpad-shared/src/classifier.rs
+++ b/breadpad-shared/src/classifier.rs
@@ -2,6 +2,8 @@ use crate::ai::OllamaClient;
 use crate::config::OllamaConfig;
 use crate::parser::parse_rule_based;
 use crate::types::{ClassificationResult, NoteType};
+use bread_onnx::{build_session, Provider};
+use ort::session::builder::GraphOptimizationLevel;
 use std::path::PathBuf;
 
 /// Minimum Tier 1 confidence needed to skip Tier 2 entirely.
@@ -16,7 +18,7 @@ pub enum ExecutionProvider {
 impl ExecutionProvider {
     pub fn as_str(&self) -> &str {
         match self {
-            ExecutionProvider::Gpu => "ROCm (iGPU)",
+            ExecutionProvider::Gpu => "MIGraphX (iGPU)",
             ExecutionProvider::Cpu => "CPU",
         }
     }
@@ -107,9 +109,7 @@ impl Classifier {
 
         // ── Tier 2 ───────────────────────────────────────────────────────────
         // ONNX model classifies the type only; Tier 1's time/rrule/body are kept.
-        let tier2 = if let (Some(session), Some(tokenizer)) =
-            (&mut self.session, &self.tokenizer)
-        {
+        let tier2 = if let (Some(session), Some(tokenizer)) = (&mut self.session, &self.tokenizer) {
             match run_onnx(session, tokenizer, text) {
                 Ok(r) => {
                     tracing::debug!("Tier 2: {:?} conf={:.2}", r.note_type, r.confidence);
@@ -163,9 +163,18 @@ impl Classifier {
 // entailment score across all five passes.
 const HYPOTHESES: [(&str, &str); 5] = [
     ("This note is a task or action item to complete.", "todo"),
-    ("This note is a reminder with a specific time or deadline.", "reminder"),
-    ("This note is an idea, suggestion, or creative thought.", "idea"),
-    ("This note is a general observation or piece of information.", "note"),
+    (
+        "This note is a reminder with a specific time or deadline.",
+        "reminder",
+    ),
+    (
+        "This note is an idea, suggestion, or creative thought.",
+        "idea",
+    ),
+    (
+        "This note is a general observation or piece of information.",
+        "note",
+    ),
     ("This note is a question that needs an answer.", "question"),
 ];
 
@@ -184,15 +193,17 @@ fn run_onnx(
             .map_err(|e| anyhow::anyhow!("tokenize: {}", e))?;
 
         let ids: Vec<i64> = encoding.get_ids().iter().map(|&x| x as i64).collect();
-        let mask: Vec<i64> = encoding.get_attention_mask().iter().map(|&x| x as i64).collect();
+        let mask: Vec<i64> = encoding
+            .get_attention_mask()
+            .iter()
+            .map(|&x| x as i64)
+            .collect();
         let len = ids.len();
 
-        let ids_tensor = ort::value::Tensor::<i64>::from_array(
-            (vec![1i64, len as i64], ids)
-        ).map_err(|e| anyhow::anyhow!("ids tensor: {}", e))?;
-        let mask_tensor = ort::value::Tensor::<i64>::from_array(
-            (vec![1i64, len as i64], mask)
-        ).map_err(|e| anyhow::anyhow!("mask tensor: {}", e))?;
+        let ids_tensor = ort::value::Tensor::<i64>::from_array((vec![1i64, len as i64], ids))
+            .map_err(|e| anyhow::anyhow!("ids tensor: {}", e))?;
+        let mask_tensor = ort::value::Tensor::<i64>::from_array((vec![1i64, len as i64], mask))
+            .map_err(|e| anyhow::anyhow!("mask tensor: {}", e))?;
 
         let inputs = ort::inputs![
             "input_ids" => ids_tensor,
@@ -207,10 +218,7 @@ fn run_onnx(
             .map_err(|e| anyhow::anyhow!("extract logits: {}", e))?;
         let (_, logits_slice) = logits;
 
-        entailment_scores[i] = logits_slice
-            .get(ENTAILMENT_IDX)
-            .copied()
-            .unwrap_or(0.0);
+        entailment_scores[i] = logits_slice.get(ENTAILMENT_IDX).copied().unwrap_or(0.0);
     }
 
     let best_idx = entailment_scores
@@ -243,42 +251,30 @@ fn softmax_single(logits: &[f32], idx: usize) -> f32 {
     exps[idx] / sum
 }
 
-fn try_load_session(
-    path: &std::path::Path,
-) -> (Option<ort::session::Session>, ExecutionProvider) {
-    // Try ROCm (iGPU) first, fall back to CPU.
-    let rocm_available = {
-        use ort::execution_providers::ExecutionProvider as _;
-        ort::ep::ROCm::default().is_available().unwrap_or(false)
-    };
-    if rocm_available {
-        match build_onnx_session(path, ort::ep::ROCm::default().build()) {
-            Ok(s) => {
-                tracing::info!("ONNX session loaded (ROCm iGPU)");
-                return (Some(s), ExecutionProvider::Gpu);
-            }
-            Err(e) => tracing::debug!("ROCm EP unavailable: {}; trying CPU", e),
-        }
-    }
-    match build_onnx_session(path, ort::ep::CPU::default().build()) {
+fn try_load_session(path: &std::path::Path) -> (Option<ort::session::Session>, ExecutionProvider) {
+    // WHY: distro onnxruntime-rocm is MIGraphX, not classic ROCm; bread-onnx
+    // appends CPU so a missing GPU EP does not disable Tier 2.
+    match build_session(
+        path,
+        GraphOptimizationLevel::Level3,
+        &[Provider::MiGraphX { device_id: 0 }],
+    ) {
         Ok(s) => {
-            tracing::info!("ONNX session loaded (CPU)");
-            (Some(s), ExecutionProvider::Cpu)
+            tracing::info!("ONNX session loaded (MIGraphX, CPU fallback)");
+            (Some(s), ExecutionProvider::Gpu)
         }
         Err(e) => {
-            tracing::warn!("failed to load ONNX session: {}; Tier 2 disabled", e);
-            (None, ExecutionProvider::Cpu)
+            tracing::debug!("MIGraphX session failed: {}; trying CPU", e);
+            match build_session(path, GraphOptimizationLevel::Level3, &[Provider::Cpu]) {
+                Ok(s) => {
+                    tracing::info!("ONNX session loaded (CPU)");
+                    (Some(s), ExecutionProvider::Cpu)
+                }
+                Err(e) => {
+                    tracing::warn!("failed to load ONNX session: {}; Tier 2 disabled", e);
+                    (None, ExecutionProvider::Cpu)
+                }
+            }
         }
     }
 }
-
-fn build_onnx_session(
-    path: &std::path::Path,
-    ep: ort::ep::ExecutionProviderDispatch,
-) -> anyhow::Result<ort::session::Session> {
-    let mut builder = ort::session::Session::builder()
-        .map_err(|e| anyhow::anyhow!("builder: {}", e))?
-        .with_execution_providers([ep])
-        .map_err(|e| anyhow::anyhow!("ep: {}", e))?;
-    builder.commit_from_file(path).map_err(|e| anyhow::anyhow!("load: {}", e))
-}
diff --git a/breadpad-shared/src/theme.rs b/breadpad-shared/src/theme.rs
index 670b711..f7e2177 100644
--- a/breadpad-shared/src/theme.rs
+++ b/breadpad-shared/src/theme.rs
@@ -13,6 +13,11 @@ pub fn apply_live() {
     });
 }
 
+/// Bind a window to the palette of the monitor it is rendered on.
+pub fn bind_window(window: &impl gtk4::prelude::IsA<gtk4::Native>) {
+    bread_theme::gtk::bind_window_auto(window);
+}
+
 /// Generate the full breadpad/breadman CSS string. The base — `@define-color`
 /// palette, fonts, and generic widget styling — comes from the shared
 /// `bread_theme::stylesheet`, so breadpad and breadman look identical to the
diff --git a/breadpad-shared/tests/classifier.rs b/breadpad-shared/tests/classifier.rs
index 3b5527c..7f0294a 100644
--- a/breadpad-shared/tests/classifier.rs
+++ b/breadpad-shared/tests/classifier.rs
@@ -1,17 +1,24 @@
 use breadpad_shared::classifier::{Classifier, ExecutionProvider};
 use breadpad_shared::types::NoteType;
 use chrono::Timelike;
+use std::path::PathBuf;
 
+/// Rule-based path only — a present `~/.local/share/breadpad/model` must not
+/// change these assertions.
 fn cl() -> Classifier {
-    Classifier::load("08:00")
+    Classifier::load_with_paths(
+        "08:00",
+        PathBuf::from("/nonexistent/classifier.onnx"),
+        PathBuf::from("/nonexistent/tokenizer.json"),
+    )
 }
 
 #[test]
 fn active_provider_is_valid() {
     // The active provider depends on the host: a machine with the ONNX model present and
-    // a working ROCm iGPU loads `Gpu`, otherwise `Cpu`. Either is valid — but when no
+    // a working MIGraphX iGPU loads `Gpu`, otherwise `Cpu`. Either is valid — but when no
     // model is available we must be on CPU (no session => no GPU EP in use).
-    let c = cl();
+    let c = Classifier::load("08:00");
     assert!(matches!(
         c.active_provider,
         ExecutionProvider::Cpu | ExecutionProvider::Gpu
@@ -49,19 +56,28 @@ fn classify_reminder_via_fallback() {
 #[test]
 fn classify_idea_via_fallback() {
     let mut c = cl();
-    assert_eq!(c.classify("what if we added a calendar view").note_type, NoteType::Idea);
+    assert_eq!(
+        c.classify("what if we added a calendar view").note_type,
+        NoteType::Idea
+    );
 }
 
 #[test]
 fn classify_question_via_fallback() {
     let mut c = cl();
-    assert_eq!(c.classify("why does this fail?").note_type, NoteType::Question);
+    assert_eq!(
+        c.classify("why does this fail?").note_type,
+        NoteType::Question
+    );
 }
 
 #[test]
 fn classify_note_via_fallback() {
     let mut c = cl();
-    assert_eq!(c.classify("meeting went well today").note_type, NoteType::Note);
+    assert_eq!(
+        c.classify("meeting went well today").note_type,
+        NoteType::Note
+    );
 }
 
 #[test]
@@ -74,7 +90,11 @@ fn classify_recurrence_via_fallback() {
 
 #[test]
 fn classify_custom_morning_time() {
-    let mut c = Classifier::load("07:15");
+    let mut c = Classifier::load_with_paths(
+        "07:15",
+        PathBuf::from("/nonexistent/classifier.onnx"),
+        PathBuf::from("/nonexistent/tokenizer.json"),
+    );
     let r = c.classify("sync tomorrow morning");
     let t = r.time.expect("should have a time for tomorrow morning");
     let local: chrono::DateTime<chrono::Local> = t.into();
@@ -114,12 +134,16 @@ fn classify_returns_cleaned_body() {
     let mut c = cl();
     let r = c.classify("call mum at 6pm");
     assert!(r.body.contains("call mum"), "body: {}", r.body);
-    assert!(!r.body.contains("6pm"), "time phrase should be stripped from body: {}", r.body);
+    assert!(
+        !r.body.contains("6pm"),
+        "time phrase should be stripped from body: {}",
+        r.body
+    );
 }
 
 #[test]
 fn model_path_points_to_expected_location() {
-    let c = cl();
+    let c = Classifier::load("08:00");
     assert!(
         c.model_path.to_str().unwrap().contains("breadpad"),
         "model path: {:?}",
diff --git a/breadpad-shared/tests/pipeline.rs b/breadpad-shared/tests/pipeline.rs
index 84cc850..603a199 100644
--- a/breadpad-shared/tests/pipeline.rs
+++ b/breadpad-shared/tests/pipeline.rs
@@ -9,12 +9,18 @@ use breadpad_shared::classifier::Classifier;
 use breadpad_shared::store::Store;
 use breadpad_shared::types::{Note, NoteType};
 use chrono::Timelike;
+use std::path::PathBuf;
 use tempfile::TempDir;
 
 // Mirrors commit_note() in breadpad/src/main.rs.
 // `user_type` is the type the user selected in the chip row (default = NoteType::Note).
 fn capture(store: &Store, text: &str, user_type: NoteType) -> Note {
-    let mut classifier = Classifier::load("08:00");
+    // WHY: pipeline tests cover classify→save→reload, not a host ONNX model.
+    let mut classifier = Classifier::load_with_paths(
+        "08:00",
+        PathBuf::from("/nonexistent/classifier.onnx"),
+        PathBuf::from("/nonexistent/tokenizer.json"),
+    );
     let result = classifier.classify(text);
 
     let mut note = Note::new(text.into(), user_type.clone(), None);
@@ -61,7 +67,11 @@ fn todo_note_appears_in_store() {
 #[test]
 fn idea_note_appears_in_store() {
     let (dir, store) = setup();
-    capture(&store, "what if we added dark mode", NoteType::from_str("note"));
+    capture(
+        &store,
+        "what if we added dark mode",
+        NoteType::from_str("note"),
+    );
 
     let notes = breadman_store(&dir).load_all().unwrap();
     assert_eq!(notes.len(), 1);
@@ -71,7 +81,11 @@ fn idea_note_appears_in_store() {
 #[test]
 fn question_note_appears_in_store() {
     let (dir, store) = setup();
-    capture(&store, "why does the cache miss on cold start?", NoteType::from_str("note"));
+    capture(
+        &store,
+        "why does the cache miss on cold start?",
+        NoteType::from_str("note"),
+    );
 
     let notes = breadman_store(&dir).load_all().unwrap();
     assert_eq!(notes.len(), 1);
@@ -97,7 +111,10 @@ fn reminder_has_time_set() {
 
     let notes = breadman_store(&dir).load_all().unwrap();
     assert_eq!(notes[0].note_type, NoteType::Reminder);
-    assert!(notes[0].time.is_some(), "reminder should have a scheduled time");
+    assert!(
+        notes[0].time.is_some(),
+        "reminder should have a scheduled time"
+    );
     let local: chrono::DateTime<chrono::Local> = notes[0].time.unwrap().into();
     assert_eq!(local.hour(), 18);
 }
@@ -108,14 +125,21 @@ fn reminder_body_has_time_stripped() {
     capture(&store, "call mum at 6pm", NoteType::from_str("note"));
 
     let notes = breadman_store(&dir).load_all().unwrap();
-    assert!(!notes[0].body.contains("6pm"), "time phrase should be removed from body");
+    assert!(
+        !notes[0].body.contains("6pm"),
+        "time phrase should be removed from body"
+    );
     assert!(notes[0].body.contains("call mum"));
 }
 
 #[test]
 fn in_duration_reminder_has_time() {
     let (dir, store) = setup();
-    capture(&store, "check on the build in 30 minutes", NoteType::from_str("note"));
+    capture(
+        &store,
+        "check on the build in 30 minutes",
+        NoteType::from_str("note"),
+    );
 
     let notes = breadman_store(&dir).load_all().unwrap();
     assert_eq!(notes[0].note_type, NoteType::Reminder);
@@ -127,7 +151,11 @@ fn in_duration_reminder_has_time() {
 #[test]
 fn recurring_reminder_has_rrule() {
     let (dir, store) = setup();
-    capture(&store, "standup every monday at 9am", NoteType::from_str("note"));
+    capture(
+        &store,
+        "standup every monday at 9am",
+        NoteType::from_str("note"),
+    );
 
     let notes = breadman_store(&dir).load_all().unwrap();
     assert_eq!(notes[0].note_type, NoteType::Reminder);
@@ -139,11 +167,20 @@ fn recurring_reminder_has_rrule() {
 #[test]
 fn daily_reminder_has_rrule() {
     let (dir, store) = setup();
-    capture(&store, "drink water every day at 8am", NoteType::from_str("note"));
+    capture(
+        &store,
+        "drink water every day at 8am",
+        NoteType::from_str("note"),
+    );
 
     let notes = breadman_store(&dir).load_all().unwrap();
     assert_eq!(notes[0].note_type, NoteType::Reminder);
-    assert!(notes[0].rrule.as_ref().unwrap().as_str().contains("FREQ=DAILY"));
+    assert!(notes[0]
+        .rrule
+        .as_ref()
+        .unwrap()
+        .as_str()
+        .contains("FREQ=DAILY"));
 }
 
 // ---- user-forced type is respected ----
@@ -155,7 +192,11 @@ fn user_selected_type_overrides_classifier() {
     capture(&store, "fix the login bug", NoteType::Idea);
 
     let notes = breadman_store(&dir).load_all().unwrap();
-    assert_eq!(notes[0].note_type, NoteType::Idea, "user chip selection should win over classifier");
+    assert_eq!(
+        notes[0].note_type,
+        NoteType::Idea,
+        "user chip selection should win over classifier"
+    );
 }
 
 #[test]
@@ -173,7 +214,11 @@ fn user_selected_reminder_overrides_classifier() {
 fn three_notes_all_visible_to_breadman() {
     let (dir, store) = setup();
     capture(&store, "buy milk", NoteType::from_str("note"));
-    capture(&store, "what if we rewrote in Zig", NoteType::from_str("note"));
+    capture(
+        &store,
+        "what if we rewrote in Zig",
+        NoteType::from_str("note"),
+    );
     capture(&store, "team standup went well", NoteType::from_str("note"));
 
     let notes = breadman_store(&dir).load_all().unwrap();
diff --git a/breadpad/src/main.rs b/breadpad/src/main.rs
index d61330b..db05e04 100644
--- a/breadpad/src/main.rs
+++ b/breadpad/src/main.rs
@@ -451,6 +451,7 @@ fn build_reminder_window(
     window.set_layer(Layer::Overlay);
     window.set_keyboard_mode(KeyboardMode::Exclusive);
     window.auto_exclusive_zone_enable();
+    breadpad_shared::theme::bind_window(&window);
 
     apply_css(&cfg);
 
@@ -753,6 +754,7 @@ fn build_window(
     window.set_anchor(Edge::Bottom, false);
     window.set_anchor(Edge::Left, false);
     window.set_anchor(Edge::Right, false);
+    breadpad_shared::theme::bind_window(&window);
 
     apply_css(&cfg);