diff --git a/Cargo.lock b/Cargo.lock
index 2a1539d5..62e304f9 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1,6 +1,6 @@
 # This file is automatically @generated by Cargo.
 # It is not intended for manual editing.
-version = 4
+version = 3
 
 [[package]]
 name = "addr2line"
@@ -42,9 +42,9 @@ dependencies = [
 
 [[package]]
 name = "allocator-api2"
-version = "0.2.21"
+version = "0.2.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
+checksum = "45862d1c77f2228b9e10bc609d5bc203d86ebc9b87ad8d5d5167a6c9abf739d9"
 
 [[package]]
 name = "android-tzdata"
@@ -224,7 +224,7 @@ dependencies = [
  "arrow-schema",
  "chrono",
  "half",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "lexical-core",
  "num",
  "serde",
@@ -361,7 +361,7 @@ checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -383,7 +383,7 @@ checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -394,7 +394,7 @@ checksum = "721cae7de5c34fbb2acd27e21e6d2cf7b886dce0c27388d46c4e6c47ea4318dd"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -915,7 +915,7 @@ dependencies = [
  "hyperlocal",
  "log",
  "pin-project-lite",
- "rustls 0.23.19",
+ "rustls 0.23.18",
  "rustls-native-certs 0.7.3",
  "rustls-pemfile 2.2.0",
  "rustls-pki-types",
@@ -953,7 +953,7 @@ dependencies = [
  "base64 0.13.1",
  "bitvec",
  "hex",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "js-sys",
  "once_cell",
  "rand",
@@ -1000,9 +1000,9 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.9.0"
+version = "1.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "325918d6fe32f23b19878fe4b34794ae41fc19ddbe53b10571a4874d44ffd39b"
+checksum = "9ac0150caa2ae65ca5bd83f25c7de183dea78d4d366469f148435e2acfbad0da"
 dependencies = [
  "serde",
 ]
@@ -1028,9 +1028,9 @@ dependencies = [
 
 [[package]]
 name = "cargo-platform"
-version = "0.1.9"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e35af189006b9c0f00a064685c727031e3ed2d8020f7ba284d78cc2671bd36ea"
+checksum = "24b1f0365a6c6bb4020cd05806fd0d33c44d38046b8bd7f0e40814b9763cabfc"
 dependencies = [
  "serde",
 ]
@@ -1050,9 +1050,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.2.2"
+version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f34d93e62b03caf570cccc334cbc6c2fceca82f39211051345108adcba3eebdc"
+checksum = "fd9de9f2205d5ef3fd67e685b0df337994ddd4495e2a28d185500d0e1edfea47"
 dependencies = [
  "jobserver",
  "libc",
@@ -1327,7 +1327,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -1338,7 +1338,7 @@ checksum = "d336a2a514f6ccccaa3e09b02d41d35330c07ddf03a62165fcec10bb561c7806"
 dependencies = [
  "darling_core",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -1391,7 +1391,7 @@ dependencies = [
  "glob",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "itertools 0.12.1",
  "log",
  "num_cpus",
@@ -1551,7 +1551,7 @@ dependencies = [
  "datafusion-expr",
  "datafusion-physical-expr",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "itertools 0.12.1",
  "log",
  "paste",
@@ -1580,7 +1580,7 @@ dependencies = [
  "half",
  "hashbrown 0.14.5",
  "hex",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "itertools 0.12.1",
  "log",
  "paste",
@@ -1626,7 +1626,7 @@ dependencies = [
  "futures",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "itertools 0.12.1",
  "log",
  "once_cell",
@@ -1742,7 +1742,7 @@ dependencies = [
  "darling",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -1752,7 +1752,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c"
 dependencies = [
  "derive_builder_core",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -1765,7 +1765,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustc_version",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -1814,7 +1814,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -1870,7 +1870,7 @@ dependencies = [
  "heck 0.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -1881,12 +1881,12 @@ checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
 
 [[package]]
 name = "errno"
-version = "0.3.10"
+version = "0.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33d852cb9b869c2a9b3df2f71a3074817f01e1844f839a144f5fcef059a4eb5d"
+checksum = "534c5cf6194dfab3db3242765c03bbe257cf92f22b38f6bc0c58d59108a820ba"
 dependencies = [
  "libc",
- "windows-sys 0.59.0",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -2129,7 +2129,7 @@ checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -2233,7 +2233,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "http 0.2.12",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -2252,7 +2252,7 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "http 1.1.0",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -2288,9 +2288,9 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.15.2"
+version = "0.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf151400ff0baff5465007dd2f3e717f3fe502074ca563069ce3a6629d07b289"
+checksum = "3a9bfc1af68b1726ea47d3d5109de126281def866b33970e10fbab11b5dafab3"
 dependencies = [
  "allocator-api2",
  "equivalent",
@@ -2501,7 +2501,7 @@ dependencies = [
  "httpdate",
  "itoa",
  "pin-project-lite",
- "socket2 0.5.8",
+ "socket2 0.5.7",
  "tokio",
  "tower-service",
  "tracing",
@@ -2570,7 +2570,7 @@ dependencies = [
  "http 1.1.0",
  "hyper 1.5.1",
  "hyper-util",
- "rustls 0.23.19",
+ "rustls 0.23.18",
  "rustls-native-certs 0.8.1",
  "rustls-pki-types",
  "tokio",
@@ -2618,7 +2618,7 @@ dependencies = [
  "http-body 1.0.1",
  "hyper 1.5.1",
  "pin-project-lite",
- "socket2 0.5.8",
+ "socket2 0.5.7",
  "tokio",
  "tower-service",
  "tracing",
@@ -2786,7 +2786,7 @@ checksum = "1ec89e9337638ecdc08744df490b221a7399bf8d164eb52a665454e60e075ad6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -2855,12 +2855,12 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.7.0"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62f822373a4fe84d4bb149bf54e584a7f4abec90e072ed49cda0edea5b95471f"
+checksum = "707907fe3c25f5424cce2cb7e1cbcafee6bdbe735ca90ef77c29e84591e5b9da"
 dependencies = [
  "equivalent",
- "hashbrown 0.15.2",
+ "hashbrown 0.15.1",
  "serde",
 ]
 
@@ -2899,7 +2899,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b58db92f96b720de98181bbbe63c831e87005ab460c1bf306eb2622b4707997f"
 dependencies = [
- "socket2 0.5.8",
+ "socket2 0.5.7",
  "widestring",
  "windows-sys 0.48.0",
  "winreg",
@@ -2931,9 +2931,9 @@ dependencies = [
 
 [[package]]
 name = "itoa"
-version = "1.0.14"
+version = "1.0.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d75a2a4b1b190afb6f5425f10f6a8f959d2ea0b9c2b1d79553551850539e4674"
+checksum = "540654e97a3f4470a492cd30ff187bc95d89557a903a2bbf112e2fae98104ef2"
 
 [[package]]
 name = "jobserver"
@@ -2946,11 +2946,10 @@ dependencies = [
 
 [[package]]
 name = "js-sys"
-version = "0.3.74"
+version = "0.3.72"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a865e038f7f6ed956f788f0d7d60c541fff74c7bd74272c5d4cf15c63743e705"
+checksum = "6a88f1bda2bd75b0452a14784937d796722fdebfe50df998aeb3f0b7603019a9"
 dependencies = [
- "once_cell",
  "wasm-bindgen",
 ]
 
@@ -3457,9 +3456,9 @@ dependencies = [
 
 [[package]]
 name = "libc"
-version = "0.2.167"
+version = "0.2.164"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09d6582e104315a817dff97f75133544b2e094ee22447d2acf4a74e189ba06fc"
+checksum = "433bfe06b8c75da9b2e3fbea6e5329ff87748f0b144ef75306e674c3f6f7c13f"
 
 [[package]]
 name = "libm"
@@ -3538,7 +3537,7 @@ dependencies = [
  "chrono",
  "encoding_rs",
  "flate2",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "itoa",
  "log",
  "md-5",
@@ -3555,7 +3554,7 @@ version = "0.12.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "234cf4f4a04dc1f57e24b96cc0cd600cf2af460d4161ac5ecdd0af8e1f3b2a38"
 dependencies = [
- "hashbrown 0.15.2",
+ "hashbrown 0.15.1",
 ]
 
 [[package]]
@@ -3664,10 +3663,11 @@ dependencies = [
 
 [[package]]
 name = "mio"
-version = "1.0.3"
+version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2886843bf800fba2e3377cff24abf6379b4c4d5c6681eaf9ea5b0d15090450bd"
+checksum = "80e04d1dcff3aae0704555fe5fee3bcfaf3d1fdf8a7e521d5b9d2b42acb52cec"
 dependencies = [
+ "hermit-abi",
  "libc",
  "wasi",
  "windows-sys 0.52.0",
@@ -3742,7 +3742,7 @@ dependencies = [
  "serde_with",
  "sha-1",
  "sha2",
- "socket2 0.5.8",
+ "socket2 0.5.7",
  "stringprep",
  "strsim",
  "take_mut",
@@ -3763,7 +3763,7 @@ checksum = "3a6dbc533e93429a71c44a14c04547ac783b56d3f22e6c4f12b1b994cf93844e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -3830,7 +3830,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "53a0d57c55d2d1dc62a2b1d16a0a1079eb78d67c36bdf468d582ab4482ec7002"
 dependencies = [
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -4018,7 +4018,7 @@ checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -4126,7 +4126,7 @@ dependencies = [
  "regex",
  "regex-syntax 0.8.5",
  "structmeta",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -4178,7 +4178,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b4c5cc86750666a3ed20bdaf5ca2a0344f9c67674cae0515bec2da16fbaa47db"
 dependencies = [
  "fixedbitset",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
 ]
 
 [[package]]
@@ -4236,7 +4236,7 @@ checksum = "3c0f5fad0874fc7abcd4d750e76917eaebbecaa2c20bde22e1dbeeba8beb758c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -4322,7 +4322,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "64d1ec885c64d0457d564db4ec299b2dae3f9c02808b8ad9c3a089c591b18033"
 dependencies = [
  "proc-macro2",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -4371,7 +4371,7 @@ dependencies = [
  "prost 0.12.6",
  "prost-types 0.12.6",
  "regex",
- "syn 2.0.90",
+ "syn 2.0.89",
  "tempfile",
 ]
 
@@ -4385,7 +4385,7 @@ dependencies = [
  "itertools 0.12.1",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -4398,7 +4398,7 @@ dependencies = [
  "itertools 0.13.0",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -4490,10 +4490,10 @@ dependencies = [
  "pin-project-lite",
  "quinn-proto",
  "quinn-udp",
- "rustc-hash 2.1.0",
- "rustls 0.23.19",
- "socket2 0.5.8",
- "thiserror 2.0.4",
+ "rustc-hash 2.0.0",
+ "rustls 0.23.18",
+ "socket2 0.5.7",
+ "thiserror 2.0.3",
  "tokio",
  "tracing",
 ]
@@ -4508,11 +4508,11 @@ dependencies = [
  "getrandom",
  "rand",
  "ring",
- "rustc-hash 2.1.0",
- "rustls 0.23.19",
+ "rustc-hash 2.0.0",
+ "rustls 0.23.18",
  "rustls-pki-types",
  "slab",
- "thiserror 2.0.4",
+ "thiserror 2.0.3",
  "tinyvec",
  "tracing",
  "web-time",
@@ -4527,7 +4527,7 @@ dependencies = [
  "cfg_aliases",
  "libc",
  "once_cell",
- "socket2 0.5.8",
+ "socket2 0.5.7",
  "tracing",
  "windows-sys 0.59.0",
 ]
@@ -4766,7 +4766,7 @@ dependencies = [
  "percent-encoding",
  "pin-project-lite",
  "quinn",
- "rustls 0.23.19",
+ "rustls 0.23.18",
  "rustls-native-certs 0.8.1",
  "rustls-pemfile 2.2.0",
  "rustls-pki-types",
@@ -4813,6 +4813,7 @@ dependencies = [
  "glob",
  "lopdf",
  "ordered-float",
+ "rayon",
  "reqwest 0.11.27",
  "rig-derive",
  "schemars",
@@ -4832,7 +4833,7 @@ dependencies = [
  "indoc",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -4910,7 +4911,7 @@ dependencies = [
  "tokio-rusqlite",
  "tracing",
  "tracing-subscriber",
- "zerocopy 0.8.11",
+ "zerocopy 0.8.12",
 ]
 
 [[package]]
@@ -4930,9 +4931,9 @@ dependencies = [
 
 [[package]]
 name = "roaring"
-version = "0.10.7"
+version = "0.10.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f81dc953b2244ddd5e7860cb0bb2a790494b898ef321d4aff8e260efab60cc88"
+checksum = "8f4b84ba6e838ceb47b41de5194a60244fac43d9fe03b71dbe8c5a201081d6d1"
 dependencies = [
  "bytemuck",
  "byteorder",
@@ -4976,9 +4977,9 @@ checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
 
 [[package]]
 name = "rustc-hash"
-version = "2.1.0"
+version = "2.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7fb8039b3032c191086b10f11f319a6e99e1e82889c5cc6046f515c9db1d497"
+checksum = "583034fd73374156e66797ed8e5b0d5690409c9226b22d87cb7f19821c05d152"
 
 [[package]]
 name = "rustc_version"
@@ -5040,9 +5041,9 @@ dependencies = [
 
 [[package]]
 name = "rustls"
-version = "0.23.19"
+version = "0.23.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "934b404430bb06b3fae2cba809eb45a1ab1aecd64491213d7c3301b88393f8d1"
+checksum = "9c9cc1d47e243d655ace55ed38201c19ae02c148ae56412ab8750e8f0166ab7f"
 dependencies = [
  "log",
  "once_cell",
@@ -5198,7 +5199,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "serde_derive_internals",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5288,7 +5289,7 @@ checksum = "ad1e866f866923f252f05c889987993144fb74e722403468a4ebd70c3cd756c0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5299,7 +5300,7 @@ checksum = "18d26a20a969b9e3fdf2fc2d9f21eda6c40e2de84c9408bb5d3b05d499aae711"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5308,7 +5309,7 @@ version = "1.0.133"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c7fceb2473b9166b2294ef05efcb65a3db80803f0b03ef86a5fc88a2b85ee377"
 dependencies = [
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "itoa",
  "memchr",
  "ryu",
@@ -5323,7 +5324,7 @@ checksum = "6c64451ba24fc7a6a2d60fc75dd9c83c90903b19028d4eff35e88fc1e86564e9"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5348,7 +5349,7 @@ dependencies = [
  "chrono",
  "hex",
  "indexmap 1.9.3",
- "indexmap 2.7.0",
+ "indexmap 2.6.0",
  "serde",
  "serde_derive",
  "serde_json",
@@ -5365,7 +5366,7 @@ dependencies = [
  "darling",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5508,9 +5509,9 @@ dependencies = [
 
 [[package]]
 name = "socket2"
-version = "0.5.8"
+version = "0.5.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c970269d99b64e60ec3bd6ad27270092a5394c4e309314b18ae3fe575695fbe8"
+checksum = "ce305eb0b4296696835b71df73eb912e0f1ffd2556a501fcede6e0c50349191c"
 dependencies = [
  "libc",
  "windows-sys 0.52.0",
@@ -5549,7 +5550,7 @@ checksum = "01b2e185515564f15375f593fb966b5718bc624ba77fe49fa4616ad619690554"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5602,7 +5603,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "structmeta-derive",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5613,7 +5614,7 @@ checksum = "152a0b65a590ff6c3da95cabe2353ee04e6167c896b28e3b14478c2636c922fc"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5635,7 +5636,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5657,9 +5658,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.90"
+version = "2.0.89"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "919d3b74a5dd0ccd15aeb8f93e7006bd9e14c295087c9896a110f490752bcf31"
+checksum = "44d46482f1c1c87acd84dea20c1bf5ebff4c757009ed6bf19cfd36fb10e92c4e"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -5689,7 +5690,7 @@ checksum = "c8af7666ab7b6390ab78131fb5b0fce11d6b7a6951602017c35fa82800708971"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5952,11 +5953,11 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "2.0.4"
+version = "2.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f49a1853cf82743e3b7950f77e0f4d622ca36cf4317cba00c767838bac8d490"
+checksum = "c006c85c7651b3cf2ada4584faa36773bd07bac24acfb39f3c431b36d7e667aa"
 dependencies = [
- "thiserror-impl 2.0.4",
+ "thiserror-impl 2.0.3",
 ]
 
 [[package]]
@@ -5967,18 +5968,18 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "2.0.4"
+version = "2.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8381894bb3efe0c4acac3ded651301ceee58a15d47c2e34885ed1908ad667061"
+checksum = "f077553d607adc1caf65430528a576c757a71ed73944b66ebb58ef2bbd243568"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -5993,9 +5994,9 @@ dependencies = [
 
 [[package]]
 name = "time"
-version = "0.3.37"
+version = "0.3.36"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35e7868883861bd0e56d9ac6efcaaca0d6d5d82a2a7ec8209ff492c07cf37b21"
+checksum = "5dfd88e563464686c916c7e46e623e520ddc6d79fa6641390f2e3fa86e83e885"
 dependencies = [
  "deranged",
  "itoa",
@@ -6014,9 +6015,9 @@ checksum = "ef927ca75afb808a4d64dd374f00a2adf8d0fcff8e7b184af886c3c87ec4a3f3"
 
 [[package]]
 name = "time-macros"
-version = "0.2.19"
+version = "0.2.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2834e6017e3e5e4b9834939793b282bc03b37a3336245fa820e35e233e2a85de"
+checksum = "3f252a68540fde3a3877aeea552b832b40ab9a69e318efd078774a01ddee1ccf"
 dependencies = [
  "num-conv",
  "time-core",
@@ -6058,9 +6059,9 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokio"
-version = "1.42.0"
+version = "1.41.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5cec9b21b0450273377fc97bd4c33a8acffc8c996c987a7c5b319a0083707551"
+checksum = "22cfb5bee7a6a52939ca9224d6ac897bb669134078daa8735560897f69de4d33"
 dependencies = [
  "backtrace",
  "bytes",
@@ -6069,7 +6070,7 @@ dependencies = [
  "parking_lot",
  "pin-project-lite",
  "signal-hook-registry",
- "socket2 0.5.8",
+ "socket2 0.5.7",
  "tokio-macros",
  "windows-sys 0.52.0",
 ]
@@ -6082,7 +6083,7 @@ checksum = "693d596312e88961bc67d7f1f97af8a70227d9f90c31bba5806eec004978d752"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -6121,7 +6122,7 @@ version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0c7bc40d0e5a97695bb96e27995cd3a08538541b0a846f65bba7a359f36700d4"
 dependencies = [
- "rustls 0.23.19",
+ "rustls 0.23.18",
  "rustls-pki-types",
  "tokio",
 ]
@@ -6203,7 +6204,7 @@ dependencies = [
  "prost 0.13.3",
  "rustls-native-certs 0.8.1",
  "rustls-pemfile 2.2.0",
- "socket2 0.5.8",
+ "socket2 0.5.7",
  "tokio",
  "tokio-rustls 0.26.0",
  "tokio-stream",
@@ -6261,9 +6262,9 @@ checksum = "8df9b6e13f2d32c91b9bd719c00d1958837bc7dec474d94952798cc8e69eeec3"
 
 [[package]]
 name = "tracing"
-version = "0.1.41"
+version = "0.1.40"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "784e0ac535deb450455cbfa28a6f0df145ea1bb7ae51b821cf5e7927fdcfbdd0"
+checksum = "c3523ab5a71916ccf420eebdf5521fcef02141234bbc0b8a49f2fdc4544364ef"
 dependencies = [
  "pin-project-lite",
  "tracing-attributes",
@@ -6272,20 +6273,20 @@ dependencies = [
 
 [[package]]
 name = "tracing-attributes"
-version = "0.1.28"
+version = "0.1.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "395ae124c09f9e6918a2310af6038fba074bcf474ac352496d5910dd59a2226d"
+checksum = "34704c8d6ebcbc939824180af020566b01a7c01f80641264eba0999f6c2b6be7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
 name = "tracing-core"
-version = "0.1.33"
+version = "0.1.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e672c95779cf947c5311f83787af4fa8fffd12fb27e4993211a84bdfd9610f9c"
+checksum = "c06d3da6113f116aaee68e4d601191614c9053067f9ab7f6edbcb161237daa54"
 dependencies = [
  "once_cell",
  "valuable",
@@ -6304,9 +6305,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-subscriber"
-version = "0.3.19"
+version = "0.3.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8189decb5ac0fa7bc8b96b7cb9b2701d60d48805aca84a238004d665fcc4008"
+checksum = "ad0f048c97dbd9faa9b7df56362b8ebcaa52adb06b498c050d2f4e32f90a7a8b"
 dependencies = [
  "matchers",
  "nu-ansi-term",
@@ -6525,9 +6526,9 @@ checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.97"
+version = "0.2.95"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d15e63b4482863c109d70a7b8706c1e364eb6ea449b201a76c5b89cedcec2d5c"
+checksum = "128d1e363af62632b8eb57219c8fd7877144af57558fb2ef0368d0087bddeb2e"
 dependencies = [
  "cfg-if",
  "once_cell",
@@ -6536,37 +6537,36 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-backend"
-version = "0.2.97"
+version = "0.2.95"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8d36ef12e3aaca16ddd3f67922bc63e48e953f126de60bd33ccc0101ef9998cd"
+checksum = "cb6dd4d3ca0ddffd1dd1c9c04f94b868c37ff5fac97c30b97cff2d74fce3a358"
 dependencies = [
  "bumpalo",
  "log",
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.47"
+version = "0.4.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9dfaf8f50e5f293737ee323940c7d8b08a66a95a419223d9f41610ca08b0833d"
+checksum = "cc7ec4f8827a71586374db3e87abdb5a2bb3a15afed140221307c3ec06b1f63b"
 dependencies = [
  "cfg-if",
  "js-sys",
- "once_cell",
  "wasm-bindgen",
  "web-sys",
 ]
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.97"
+version = "0.2.95"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "705440e08b42d3e4b36de7d66c944be628d579796b8090bfa3471478a2260051"
+checksum = "e79384be7f8f5a9dd5d7167216f022090cf1f9ec128e6e6a482a2cb5c5422c56"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -6574,22 +6574,22 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.97"
+version = "0.2.95"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "98c9ae5a76e46f4deecd0f0255cc223cfa18dc9b261213b8aa0c7b36f61b3f1d"
+checksum = "26c6ab57572f7a24a4985830b120de1594465e5d500f24afe89e16b4e833ef68"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.97"
+version = "0.2.95"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6ee99da9c5ba11bd675621338ef6fa52296b76b83305e9b6e5c77d4c286d6d49"
+checksum = "65fc09f10666a9f147042251e0dda9c18f166ff7de300607007e96bdebc1068d"
 
 [[package]]
 name = "wasm-streams"
@@ -6606,9 +6606,9 @@ dependencies = [
 
 [[package]]
 name = "web-sys"
-version = "0.3.74"
+version = "0.3.72"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a98bc3c33f0fe7e59ad7cd041b89034fa82a7c2d4365ca538dda6cdaf513863c"
+checksum = "f6488b90108c040df0fe62fa815cbdee25124641df01814dd7282749234c6112"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -6937,7 +6937,7 @@ checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
  "synstructure",
 ]
 
@@ -6953,11 +6953,11 @@ dependencies = [
 
 [[package]]
 name = "zerocopy"
-version = "0.8.11"
+version = "0.8.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cce3b5629d87654b53a49002acc2ce64aa5aa7255f5c718374a37ac7fd98c218"
+checksum = "e031087b26520ba76806365896f191416ce84873ed6c6910a9ab5fe0f98f8ed3"
 dependencies = [
- "zerocopy-derive 0.8.11",
+ "zerocopy-derive 0.8.12",
 ]
 
 [[package]]
@@ -6968,18 +6968,18 @@ checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.11"
+version = "0.8.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74a82c26c3986af2623ec9eb890ff4aa19c006e30a1133dc9bd1830ec1612e20"
+checksum = "568244125ba0fc91ae949b97f2852f82cb1a65c3327bd68e6edadd29e67cca26"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
@@ -6999,7 +6999,7 @@ checksum = "595eed982f7d355beb85837f651fa22e90b3c044842dc7f2c2842c086f295808"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
  "synstructure",
 ]
 
@@ -7028,7 +7028,7 @@ checksum = "6eafa6dfb17584ea3e2bd6e76e0cc15ad7af12b09abdd1ca55961bed9b1063c6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.89",
 ]
 
 [[package]]
diff --git a/rig-core/Cargo.toml b/rig-core/Cargo.toml
index 978dd1dc..0af6b71d 100644
--- a/rig-core/Cargo.toml
+++ b/rig-core/Cargo.toml
@@ -26,6 +26,7 @@ thiserror = "1.0.61"
 rig-derive = { version = "0.1.0", path = "./rig-core-derive", optional = true }
 glob = "0.3.1"
 lopdf = { version = "0.34.0", optional = true }
+rayon = { version = "1.10.0", optional = true}
 
 [dev-dependencies]
 anyhow = "1.0.75"
@@ -35,9 +36,10 @@ tracing-subscriber = "0.3.18"
 tokio-test = "0.4.4"
 
 [features]
-all = ["derive", "pdf"]
+all = ["derive", "pdf", "rayon"]
 derive = ["dep:rig-derive"]
 pdf = ["dep:lopdf"]
+rayon = ["dep:rayon"]
 
 [[test]]
 name = "embed_macro"
diff --git a/rig-core/src/embeddings/distance.rs b/rig-core/src/embeddings/distance.rs
new file mode 100644
index 00000000..a2bc9060
--- /dev/null
+++ b/rig-core/src/embeddings/distance.rs
@@ -0,0 +1,201 @@
+pub trait VectorDistance {
+    /// Get dot product of two embedding vectors
+    fn dot_product(&self, other: &Self) -> f64;
+
+    /// Get cosine similarity of two embedding vectors.
+    /// If `normalized` is true, the dot product is returned.
+    fn cosine_similarity(&self, other: &Self, normalized: bool) -> f64;
+
+    /// Get angular distance of two embedding vectors.
+    fn angular_distance(&self, other: &Self, normalized: bool) -> f64;
+
+    /// Get euclidean distance of two embedding vectors.
+    fn euclidean_distance(&self, other: &Self) -> f64;
+
+    /// Get manhattan distance of two embedding vectors.
+    fn manhattan_distance(&self, other: &Self) -> f64;
+
+    /// Get chebyshev distance of two embedding vectors.
+    fn chebyshev_distance(&self, other: &Self) -> f64;
+}
+
+#[cfg(not(feature = "rayon"))]
+impl VectorDistance for crate::embeddings::Embedding {
+    fn dot_product(&self, other: &Self) -> f64 {
+        self.vec
+            .iter()
+            .zip(other.vec.iter())
+            .map(|(x, y)| x * y)
+            .sum()
+    }
+
+    fn cosine_similarity(&self, other: &Self, normalized: bool) -> f64 {
+        let dot_product = self.dot_product(other);
+
+        if normalized {
+            dot_product
+        } else {
+            let magnitude1: f64 = self.vec.iter().map(|x| x.powi(2)).sum::<f64>().sqrt();
+            let magnitude2: f64 = other.vec.iter().map(|x| x.powi(2)).sum::<f64>().sqrt();
+
+            dot_product / (magnitude1 * magnitude2)
+        }
+    }
+
+    fn angular_distance(&self, other: &Self, normalized: bool) -> f64 {
+        let cosine_sim = self.cosine_similarity(other, normalized);
+        cosine_sim.acos() / std::f64::consts::PI
+    }
+
+    fn euclidean_distance(&self, other: &Self) -> f64 {
+        self.vec
+            .iter()
+            .zip(other.vec.iter())
+            .map(|(x, y)| (x - y).powi(2))
+            .sum::<f64>()
+            .sqrt()
+    }
+
+    fn manhattan_distance(&self, other: &Self) -> f64 {
+        self.vec
+            .iter()
+            .zip(other.vec.iter())
+            .map(|(x, y)| (x - y).abs())
+            .sum()
+    }
+
+    fn chebyshev_distance(&self, other: &Self) -> f64 {
+        self.vec
+            .iter()
+            .zip(other.vec.iter())
+            .map(|(x, y)| (x - y).abs())
+            .fold(0.0, f64::max)
+    }
+}
+
+#[cfg(feature = "rayon")]
+mod rayon {
+    use crate::embeddings::{distance::VectorDistance, Embedding};
+    use rayon::prelude::*;
+
+    impl VectorDistance for Embedding {
+        fn dot_product(&self, other: &Self) -> f64 {
+            self.vec
+                .par_iter()
+                .zip(other.vec.par_iter())
+                .map(|(x, y)| x * y)
+                .sum()
+        }
+
+        fn cosine_similarity(&self, other: &Self, normalized: bool) -> f64 {
+            let dot_product = self.dot_product(other);
+
+            if normalized {
+                dot_product
+            } else {
+                let magnitude1: f64 = self.vec.par_iter().map(|x| x.powi(2)).sum::<f64>().sqrt();
+                let magnitude2: f64 = other.vec.par_iter().map(|x| x.powi(2)).sum::<f64>().sqrt();
+
+                dot_product / (magnitude1 * magnitude2)
+            }
+        }
+
+        fn angular_distance(&self, other: &Self, normalized: bool) -> f64 {
+            let cosine_sim = self.cosine_similarity(other, normalized);
+            cosine_sim.acos() / std::f64::consts::PI
+        }
+
+        fn euclidean_distance(&self, other: &Self) -> f64 {
+            self.vec
+                .par_iter()
+                .zip(other.vec.par_iter())
+                .map(|(x, y)| (x - y).powi(2))
+                .sum::<f64>()
+                .sqrt()
+        }
+
+        fn manhattan_distance(&self, other: &Self) -> f64 {
+            self.vec
+                .par_iter()
+                .zip(other.vec.par_iter())
+                .map(|(x, y)| (x - y).abs())
+                .sum()
+        }
+
+        fn chebyshev_distance(&self, other: &Self) -> f64 {
+            self.vec
+                .iter()
+                .zip(other.vec.iter())
+                .map(|(x, y)| (x - y).abs())
+                .fold(0.0, f64::max)
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::VectorDistance;
+    use crate::embeddings::Embedding;
+
+    fn embeddings() -> (Embedding, Embedding) {
+        let embedding_1 = Embedding {
+            document: "test".to_string(),
+            vec: vec![1.0, 2.0, 3.0],
+        };
+
+        let embedding_2 = Embedding {
+            document: "test".to_string(),
+            vec: vec![1.0, 5.0, 7.0],
+        };
+
+        (embedding_1, embedding_2)
+    }
+
+    #[test]
+    fn test_dot_product() {
+        let (embedding_1, embedding_2) = embeddings();
+
+        assert_eq!(embedding_1.dot_product(&embedding_2), 32.0)
+    }
+
+    #[test]
+    fn test_cosine_similarity() {
+        let (embedding_1, embedding_2) = embeddings();
+
+        assert_eq!(
+            embedding_1.cosine_similarity(&embedding_2, false),
+            0.9875414397573881
+        )
+    }
+
+    #[test]
+    fn test_angular_distance() {
+        let (embedding_1, embedding_2) = embeddings();
+
+        assert_eq!(
+            embedding_1.angular_distance(&embedding_2, false),
+            0.0502980301830343
+        )
+    }
+
+    #[test]
+    fn test_euclidean_distance() {
+        let (embedding_1, embedding_2) = embeddings();
+
+        assert_eq!(embedding_1.euclidean_distance(&embedding_2), 5.0)
+    }
+
+    #[test]
+    fn test_manhattan_distance() {
+        let (embedding_1, embedding_2) = embeddings();
+
+        assert_eq!(embedding_1.manhattan_distance(&embedding_2), 7.0)
+    }
+
+    #[test]
+    fn test_chebyshev_distance() {
+        let (embedding_1, embedding_2) = embeddings();
+
+        assert_eq!(embedding_1.chebyshev_distance(&embedding_2), 4.0)
+    }
+}
diff --git a/rig-core/src/embeddings/embedding.rs b/rig-core/src/embeddings/embedding.rs
index 7c8877d9..73cdfc2f 100644
--- a/rig-core/src/embeddings/embedding.rs
+++ b/rig-core/src/embeddings/embedding.rs
@@ -76,18 +76,3 @@ impl PartialEq for Embedding {
 }
 
 impl Eq for Embedding {}
-
-impl Embedding {
-    pub fn distance(&self, other: &Self) -> f64 {
-        let dot_product: f64 = self
-            .vec
-            .iter()
-            .zip(other.vec.iter())
-            .map(|(x, y)| x * y)
-            .sum();
-
-        let product_of_lengths = (self.vec.len() * other.vec.len()) as f64;
-
-        dot_product / product_of_lengths
-    }
-}
diff --git a/rig-core/src/embeddings/mod.rs b/rig-core/src/embeddings/mod.rs
index 1ae16436..696634b7 100644
--- a/rig-core/src/embeddings/mod.rs
+++ b/rig-core/src/embeddings/mod.rs
@@ -8,6 +8,7 @@ pub mod embed;
 pub mod embedding;
 pub mod tool;
 
+pub mod distance;
 pub use builder::EmbeddingsBuilder;
 pub use embed::{to_texts, Embed, EmbedError, TextEmbedder};
 pub use embedding::{Embedding, EmbeddingError, EmbeddingModel};
diff --git a/rig-core/src/vector_store/in_memory_store.rs b/rig-core/src/vector_store/in_memory_store.rs
index aae0a256..14080f0f 100644
--- a/rig-core/src/vector_store/in_memory_store.rs
+++ b/rig-core/src/vector_store/in_memory_store.rs
@@ -9,7 +9,7 @@ use serde::{Deserialize, Serialize};
 
 use super::{VectorStoreError, VectorStoreIndex};
 use crate::{
-    embeddings::{Embedding, EmbeddingModel},
+    embeddings::{distance::VectorDistance, Embedding, EmbeddingModel},
     OneOrMany,
 };
 
@@ -77,7 +77,7 @@ impl<D: Serialize + Eq> InMemoryVectorStore<D> {
                 .iter()
                 .map(|embedding| {
                     (
-                        OrderedFloat(embedding.distance(prompt_embedding)),
+                        OrderedFloat(embedding.cosine_similarity(prompt_embedding, false)),
                         &embedding.document,
                     )
                 })
@@ -419,7 +419,7 @@ mod tests {
                 })
                 .collect::<Vec<(_, _, String)>>(),
             vec![(
-                0.034444444444444444,
+                0.9807965956109156,
                 "doc1".to_string(),
                 "glarb-garb".to_string()
             )]
@@ -496,7 +496,7 @@ mod tests {
                 })
                 .collect::<Vec<(_, _, String)>>(),
             vec![(
-                0.034444444444444444,
+                0.9807965956109156,
                 "doc1".to_string(),
                 "glarb-garb".to_string()
             )]