diff --git a/Cargo.lock b/Cargo.lock
index 2221201..a8ec980 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -89,9 +89,9 @@ dependencies = [
 
 [[package]]
 name = "anyhow"
-version = "1.0.103"
+version = "1.0.104"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a4385e2e34eb35d6b3efe798b9eb88096925d87726c0798709bf56d9ed84af3"
+checksum = "330a5ed07fa54e4702c9d6c4174f74427fc0ef6e214bbd677ae50a5099946470"
 
 [[package]]
 name = "arc-swap"
@@ -678,6 +678,12 @@ version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
+[[package]]
+name = "base64"
+version = "0.23.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b25655df2c3cdd83c5e5b293b88acd880332b2ddadd7c30ac43144fdc0033da9"
+
 [[package]]
 name = "base64-simd"
 version = "0.8.0"
@@ -900,9 +906,9 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.6.2"
+version = "4.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd059f9da4f5c36b3787f65d38ccaab1cc315f07b01f89abc8359ee6a8205011"
+checksum = "301b56658598e48f3648647ac6fc887be7e7108eddfa4e9b63fcf3ec58c0cadf"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -910,9 +916,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.6.2"
+version = "4.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f09628afdcc538b57f3c6341e9c8e9970f18e4a481690a64974d7023bd33548b"
+checksum = "94a65403d1a1bd28f7dc68eb8506e8874808ee5eecb59298de588e2e1407a078"
 dependencies = [
  "anstream",
  "anstyle",
@@ -922,14 +928,14 @@ 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 2.0.119",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -1187,7 +1193,7 @@ version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "10d60334b3b2e7c9d91ef8150abfb6fa4c1c39ebbcf4a81c2e346aad939fee3e"
 dependencies = [
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -1576,9 +1582,9 @@ dependencies = [
 
 [[package]]
 name = "glob"
-version = "0.3.3"
+version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0cc23270f6e1808e30a928bdc84dea0b9b4136a8bc82338574f23baf47bbd280"
+checksum = "e4eba85ea1d0a966a983acd07deee566e67395d2d96b6fb39e62b5a833f1eb0b"
 
 [[package]]
 name = "globset"
@@ -1643,7 +1649,7 @@ dependencies = [
  "indexmap",
  "serde_json",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "unicode-normalization",
 ]
 
@@ -1669,7 +1675,7 @@ dependencies = [
  "indexmap",
  "serde_json",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -1685,7 +1691,7 @@ dependencies = [
  "serde",
  "serde_json",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "unicode-normalization",
 ]
 
@@ -1701,7 +1707,7 @@ dependencies = [
  "serial_test",
  "sha2",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "walkdir",
 ]
 
@@ -1730,7 +1736,7 @@ dependencies = [
  "regex",
  "serde_json",
  "strsim",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "twox-hash",
  "unicode-normalization",
 ]
@@ -1757,7 +1763,7 @@ dependencies = [
  "sha2",
  "shlex",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "unicode-normalization",
  "zip",
 ]
@@ -1773,7 +1779,7 @@ dependencies = [
  "serde",
  "serde_json",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -1795,7 +1801,7 @@ dependencies = [
  "sha1 0.11.0",
  "sha2",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "tokio",
  "url",
 ]
@@ -1825,7 +1831,7 @@ dependencies = [
  "sha1 0.11.0",
  "sha2",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "toml",
  "tree-sitter",
  "tree-sitter-bash",
@@ -1873,7 +1879,7 @@ dependencies = [
  "serde_json",
  "sha2",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -1885,7 +1891,7 @@ dependencies = [
  "serde_json",
  "sha2",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "url",
 ]
 
@@ -1898,7 +1904,7 @@ dependencies = [
  "serial_test",
  "shellexpand",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "url",
 ]
 
@@ -1916,7 +1922,7 @@ dependencies = [
  "serde_json",
  "sha2",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -1933,7 +1939,7 @@ dependencies = [
  "serde_json",
  "serial_test",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "url",
 ]
 
@@ -1943,7 +1949,7 @@ version = "0.9.17"
 dependencies = [
  "aws-config",
  "aws-sdk-bedrockruntime",
- "base64",
+ "base64 0.23.0",
  "graphify-detect",
  "graphify-security",
  "hex",
@@ -1956,7 +1962,7 @@ dependencies = [
  "serial_test",
  "sha2",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "tiktoken-rs",
  "tokio",
  "ureq",
@@ -1979,7 +1985,7 @@ dependencies = [
  "indexmap",
  "serde",
  "serde_json",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -1992,7 +1998,7 @@ dependencies = [
  "regex",
  "serde",
  "serde_json",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -2008,7 +2014,7 @@ dependencies = [
  "serde_json",
  "sha2",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -2023,7 +2029,7 @@ dependencies = [
  "regex",
  "serde_json",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -2038,7 +2044,7 @@ dependencies = [
  "serde_json",
  "sha2",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -2051,7 +2057,7 @@ dependencies = [
  "serde_json",
  "serial_test",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "ureq",
  "url",
 ]
@@ -2065,7 +2071,7 @@ dependencies = [
  "serde",
  "serde_json",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -2084,7 +2090,7 @@ dependencies = [
  "serde_json",
  "serial_test",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "tokio",
  "tower",
  "unicode-normalization",
@@ -2100,7 +2106,7 @@ dependencies = [
  "serial_test",
  "sha1 0.11.0",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -2108,7 +2114,7 @@ name = "graphify-validate"
 version = "0.9.17"
 dependencies = [
  "serde_json",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -2130,7 +2136,7 @@ dependencies = [
  "serde_json",
  "serial_test",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -2141,7 +2147,7 @@ dependencies = [
  "indexmap",
  "serde_json",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -2350,7 +2356,7 @@ version = "0.1.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "96547c2556ec9d12fb1578c4eaf448b04993e7fb79cbaad930a656880a6bdfa0"
 dependencies = [
- "base64",
+ "base64 0.22.1",
  "bytes",
  "futures-channel",
  "futures-util",
@@ -2719,14 +2725,14 @@ dependencies = [
  "rand 0.9.5",
  "rayon",
  "rustc-hash",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[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 = "libredox"
@@ -2795,7 +2801,7 @@ dependencies = [
  "rayon",
  "sha2",
  "stringprep",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
  "time",
  "weezl",
 ]
@@ -3348,7 +3354,7 @@ version = "0.6.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "08808e3c483c46e999108051c78334f473d5adb59d78bb80a1268c7e6aa6c514"
 dependencies = [
- "base64",
+ "base64 0.22.1",
  "byteorder",
  "bytes",
  "fallible-iterator",
@@ -3608,7 +3614,7 @@ checksum = "a4e608c6638b9c18977b00b475ac1f28d14e84b27d8d42f70e0bf1e3dec127ac"
 dependencies = [
  "getrandom 0.2.17",
  "libredox",
- "thiserror 2.0.18",
+ "thiserror 2.0.19",
 ]
 
 [[package]]
@@ -3875,9 +3881,9 @@ dependencies = [
 
 [[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 = [
  "indexmap",
  "itoa",
@@ -4139,6 +4145,17 @@ dependencies = [
  "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",
+ "unicode-ident",
+]
+
 [[package]]
 name = "sync_wrapper"
 version = "1.0.2"
@@ -4197,11 +4214,11 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "2.0.18"
+version = "2.0.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4288b5bcbc7920c07a1149a35cf9590a2aa808e0bc1eafaade0b80947865fbc4"
+checksum = "09a43598840e33d5b0331f38c5e30d13bb11c11210a4b58f0d9b18a5a5eefcd9"
 dependencies = [
- "thiserror-impl 2.0.18",
+ "thiserror-impl 2.0.19",
 ]
 
 [[package]]
@@ -4217,13 +4234,13 @@ dependencies = [
 
 [[package]]
 name = "thiserror-impl"
-version = "2.0.18"
+version = "2.0.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5"
+checksum = "43cbfe0cf76104d42a574802844187e84a305e531ed54455f11fbde0f10541cd"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.119",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -4242,7 +4259,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "027853bbf8c7763b77c5c595f1c271c7d536ced7d6f83452911b944621e57fc2"
 dependencies = [
  "anyhow",
- "base64",
+ "base64 0.22.1",
  "bstr",
  "fancy-regex",
  "lazy_static",
@@ -4829,11 +4846,11 @@ checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
 [[package]]
 name = "twox-hash"
-version = "2.1.2"
+version = "2.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ea3136b675547379c4bd395ca6b938e5ad3c3d20fad76e7fe85f9e0d011419c"
+checksum = "8464ec13c3691491391d9fce00f6416c9a48e46972f72d7865688be2080192c9"
 dependencies = [
- "rand 0.9.5",
+ "rand 0.10.2",
 ]
 
 [[package]]
@@ -4887,7 +4904,7 @@ version = "3.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dea7109cdcd5864d4eeb1b58a1648dc9bf520360d7af16ec26d0a9354bafcfc0"
 dependencies = [
- "base64",
+ "base64 0.22.1",
  "cookie_store",
  "log",
  "percent-encoding",
@@ -4906,7 +4923,7 @@ version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e994ba84b0bd1b1b0cf92878b7ef898a5c1760108fe7b6010327e274917a808c"
 dependencies = [
- "base64",
+ "base64 0.22.1",
  "http 1.4.2",
  "httparse",
  "log",
diff --git a/crates/graphify-llm/Cargo.toml b/crates/graphify-llm/Cargo.toml
index baaa061..007bf26 100644
--- a/crates/graphify-llm/Cargo.toml
+++ b/crates/graphify-llm/Cargo.toml
@@ -21,7 +21,7 @@ aws-sdk-bedrockruntime = { version = "1", default-features = false, features = [
   "default-https-client",
   "rt-tokio",
 ] }
-base64 = "0.22"
+base64 = "0.23"
 graphify-detect = { workspace = true }
 graphify-security = { workspace = true }
 hex = { workspace = true }