diff --git a/python/serving/requirements.txt b/python/serving/requirements.txt
index b519a49..43536a8 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
@@ -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
@@ -805,18 +805,18 @@ proto-plus==1.26.0 \
     # via
     #   google-api-core
     #   google-cloud-pubsub
-protobuf==5.29.3 \
-    --hash=sha256:0a18ed4a24198528f2333802eb075e59dea9d679ab7a6c5efb017a59004d849f \
-    --hash=sha256:0eb32bfa5219fc8d4111803e9a690658aa2e6366384fd0851064b963b6d1f2a7 \
-    --hash=sha256:3ea51771449e1035f26069c4c7fd51fba990d07bc55ba80701c78f886bf9c888 \
-    --hash=sha256:5da0f41edaf117bde316404bad1a486cb4ededf8e4a54891296f648e8e076620 \
-    --hash=sha256:6ce8cc3389a20693bfde6c6562e03474c40851b44975c9b2bf6df7d8c4f864da \
-    --hash=sha256:84a57163a0ccef3f96e4b6a20516cedcf5bb3a95a657131c5c3ac62200d23252 \
-    --hash=sha256:a4fa6f80816a9a0678429e84973f2f98cbc218cca434abe8db2ad0bffc98503a \
-    --hash=sha256:a8434404bbf139aa9e1300dbf989667a83d42ddda9153d8ab76e0d5dcaca484e \
-    --hash=sha256:b89c115d877892a512f79a8114564fb435943b59067615894c3b13cd3e1fa107 \
-    --hash=sha256:c027e08a08be10b67c06bf2370b99c811c466398c357e615ca88c91c07f0910f \
-    --hash=sha256:daaf63f70f25e8689c072cfad4334ca0ac1d1e05a92fc15c54eb9cf23c3efd84
+protobuf==5.29.6 \
+    --hash=sha256:36ade6ff88212e91aef4e687a971a11d7d24d6948a66751abc1b3238648f5d05 \
+    --hash=sha256:62e8a3114992c7c647bce37dcc93647575fc52d50e48de30c6fcb28a6a291eb1 \
+    --hash=sha256:6b9edb641441b2da9fa8f428760fc136a49cf97a52076010cf22a2ff73438a86 \
+    --hash=sha256:76e07e6567f8baf827137e8d5b8204b6c7b6488bbbff1bf0a72b383f77999c18 \
+    --hash=sha256:7e6ad413275be172f67fdee0f43484b6de5a904cc1c3ea9804cb6fe2ff366eda \
+    --hash=sha256:831e2da16b6cc9d8f1654c041dd594eda43391affd3c03a91bea7f7f6da106d6 \
+    --hash=sha256:a8866b2cff111f0f863c1b3b9e7572dc7eaea23a7fae27f6fc613304046483e6 \
+    --hash=sha256:b5a169e664b4057183a34bdc424540e86eea47560f3c123a0d64de4e137f9269 \
+    --hash=sha256:cb4c86de9cd8a7f3a256b9744220d87b847371c6b2f10bde87768918ef33ba49 \
+    --hash=sha256:da9ee6a5424b6b30fd5e45c5ea663aef540ca95f9ad99d1e887e819cdf9b8723 \
+    --hash=sha256:e3387f44798ac1106af0233c04fb8abf543772ff241169946f698b3a9a3d3ab9
     # via
     #   google-api-core
     #   google-cloud-pubsub
@@ -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 \