diff --git a/python/serving/requirements.txt b/python/serving/requirements.txt
index b519a49..018ae87 100644
--- a/python/serving/requirements.txt
+++ b/python/serving/requirements.txt
@@ -9,7 +9,7 @@ absl-py==2.1.0 \
     --hash=sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff
     # via
     #   -r ../data_processing/requirements.in
-    #   -r hear_requirements.in
+    #   -r requirements.in
     #   -r serving_framework/requirements.in
     #   hcls-imaging-ml-toolkit
     #   keras
@@ -446,9 +446,9 @@ libclang==18.1.1 \
     --hash=sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b \
     --hash=sha256:cf4a99b05376513717ab5d82a0db832c56ccea4fd61a69dbb7bccf2dfb207dbe
     # via tensorflow
-markdown==3.7 \
-    --hash=sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2 \
-    --hash=sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803
+markdown==3.8.1 \
+    --hash=sha256:46cc0c0f1e5211ab2e9d453582f0b28a1bfaf058a9f7d5c50386b99b588d8811 \
+    --hash=sha256:a2e2f01cead4828ee74ecca9623045f62216aef2212a7685d6eb9163f590b8c1
     # via tensorboard
 markdown-it-py==3.0.0 \
     --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
@@ -600,7 +600,7 @@ numpy==2.0.2 \
     --hash=sha256:f26b258c385842546006213344c50655ff1555a9338e2e5e02a0756dc3e803dd
     # via
     #   -r ../data_processing/requirements.in
-    #   -r hear_requirements.in
+    #   -r requirements.in
     #   -r serving_framework/requirements.in
     #   h5py
     #   hcls-imaging-ml-toolkit
@@ -922,7 +922,7 @@ scipy==1.14.1 \
     --hash=sha256:eb58ca0abd96911932f688528977858681a59d61a7ce908ffd355957f7025cfc \
     --hash=sha256:edaf02b82cd7639db00dbff629995ef185c8df4c3ffa71a5562a595765a06ce1 \
     --hash=sha256:fef8c87f8abfb884dac04e97824b61299880c43f4ce675dd2cbeadd3c9b466d2
-    # via -r hear_requirements.in
+    # via -r requirements.in
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
     --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
@@ -961,8 +961,8 @@ tensorflow==2.18.0 \
     --hash=sha256:f8c946df1cb384504578fac1c199a95322373b8e04abd88aa8ae01301df469ea
     # via
     #   -r ../data_processing/requirements.in
-    #   -r hear_requirements.in
-    #   -r serving_framework/requirements.in
+    #   -r requirements.in
+    #   -r serving_framework/tensorflow/requirements.in
     #   hcls-imaging-ml-toolkit
     #   tensorflow-serving-api
 tensorflow-io-gcs-filesystem==0.37.1 \
@@ -982,11 +982,11 @@ tensorflow-io-gcs-filesystem==0.37.1 \
     --hash=sha256:fbb33f1745f218464a59cecd9a18e32ca927b0f4d77abd8f8671b645cc1a182f \
     --hash=sha256:fe8dcc6d222258a080ac3dfcaaaa347325ce36a7a046277f6b3e19abc1efb3c5 \
     --hash=sha256:ffebb6666a7bfc28005f4fbbb111a455b5e7d6cd3b12752b7050863ecb27d5cc
-    # via -r serving_framework/requirements.in
+    # via -r serving_framework/tensorflow/requirements.in
 tensorflow-serving-api==2.18.0 \
     --hash=sha256:97c967b4638b90dd8ed5ded2e9c7a66f7d97089387d7504a165a77e1a1cba10c
     # via
-    #   -r serving_framework/requirements.in
+    #   -r serving_framework/tensorflow/requirements.in
     #   hcls-imaging-ml-toolkit
 termcolor==2.5.0 \
     --hash=sha256:37b17b5fc1e604945c2642c872a3764b5d547a48009871aea3edd3afa180afb8 \