diff --git a/Cargo.lock b/Cargo.lock
index 8f7005d..fb55c9b 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1652,7 +1652,7 @@ dependencies = [
  "hf-hub",
  "lru 0.16.2",
  "memmap2",
- "ndarray 0.16.1",
+ "ndarray 0.17.1",
  "num_cpus",
  "ort",
  "parking_lot",
@@ -4434,6 +4434,21 @@ dependencies = [
  "rawpointer",
 ]
 
+[[package]]
+name = "ndarray"
+version = "0.17.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c7c9125e8f6f10c9da3aad044cc918cf8784fa34de857b1aa68038eb05a50a9"
+dependencies = [
+ "matrixmultiply 0.3.10",
+ "num-complex 0.4.6",
+ "num-integer",
+ "num-traits",
+ "portable-atomic",
+ "portable-atomic-util",
+ "rawpointer",
+]
+
 [[package]]
 name = "ndarray-rand"
 version = "0.11.0"
diff --git a/Cargo.toml b/Cargo.toml
index af510a4..3a3f1b0 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -138,7 +138,7 @@ num_cpus = "1.16"
 sysinfo = "0.37.2"
 
 # Scientific computing
-ndarray = "0.16.1"
+ndarray = "0.17.1"
 
 # OpenAI API client
 # Minimize reqwest features for smaller binaries; prefer system TLS