diff --git a/python/agents/adk-ae-oauth/pyproject.toml b/python/agents/adk-ae-oauth/pyproject.toml
index 5323c0f5e8..172a99fd69 100644
--- a/python/agents/adk-ae-oauth/pyproject.toml
+++ b/python/agents/adk-ae-oauth/pyproject.toml
@@ -4,7 +4,7 @@ version = "0.1.0"
 description = ""
 authors = []
 dependencies = [
-    "google-adk>=1.15.0,<2.0.0",
+    "google-adk>=1.31.1,<2.0.0",
     "opentelemetry-instrumentation-google-genai>=0.1.0,<1.0.0",
     "gcsfs>=2024.11.0",
     "google-cloud-logging>=3.12.0,<4.0.0",
diff --git a/python/agents/adk-ae-oauth/uv.lock b/python/agents/adk-ae-oauth/uv.lock
index f7e689334e..19b5dd6208 100644
--- a/python/agents/adk-ae-oauth/uv.lock
+++ b/python/agents/adk-ae-oauth/uv.lock
@@ -63,7 +63,7 @@ dev = [
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     { name = "codespell", marker = "extra == 'lint'", specifier = ">=2.2.0,<3.0.0" },
     { name = "gcsfs", specifier = ">=2024.11.0" },
-    { name = "google-adk", specifier = ">=1.15.0,<2.0.0" },
+    { name = "google-adk", specifier = ">=1.31.1,<2.0.0" },
     { name = "google-adk", extras = ["eval"], marker = "extra == 'eval'", specifier = ">=1.15.0,<2.0.0" },
     { name = "google-api-python-client", specifier = ">=2.190.0" },
     { name = "google-auth-httplib2", specifier = ">=0.3.0" },
@@ -996,7 +996,7 @@ wheels = [
 
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-version = "1.30.0"
+version = "1.31.1"
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 dependencies = [
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+    { url = "https://files.pythonhosted.org/packages/c8/02/6e7b88b122708569004ac024ec7f6773cc9d10ce1b086a4a6668a95ca142/google_adk-1.31.1-py3-none-any.whl", hash = "sha256:8f5d9c67c9a87832c2fe581bd4b1248dddf8964c98351a38e2663f0999bc7209", size = 2850553, upload-time = "2026-04-21T02:06:45.992Z" },
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 [package.optional-dependencies]
@@ -1148,7 +1148,7 @@ wheels = [
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.147.0"
+version = "1.148.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -1164,9 +1164,9 @@ dependencies = [
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 [package.optional-dependencies]
diff --git a/python/agents/ai-security-agent/pyproject.toml b/python/agents/ai-security-agent/pyproject.toml
index b5ecd67593..82abdc25f7 100644
--- a/python/agents/ai-security-agent/pyproject.toml
+++ b/python/agents/ai-security-agent/pyproject.toml
@@ -10,7 +10,7 @@ readme = "README.md"
 requires-python = ">=3.12"
 
 dependencies = [
-    "google-adk>=1.18.0",
+    "google-adk>=1.28.1",
     "google-genai>=1.9.0",
     "google-cloud-aiplatform>=1.127.0",
     "python-dotenv>=1.2.1",
diff --git a/python/agents/ai-security-agent/uv.lock b/python/agents/ai-security-agent/uv.lock
index 4be0db970d..bf371c1af4 100644
--- a/python/agents/ai-security-agent/uv.lock
+++ b/python/agents/ai-security-agent/uv.lock
@@ -65,7 +65,7 @@ dev = [
 
 [package.metadata]
 requires-dist = [
-    { name = "google-adk", specifier = ">=1.18.0" },
+    { name = "google-adk", specifier = ">=1.28.1" },
     { name = "google-cloud-aiplatform", specifier = ">=1.127.0" },
     { name = "google-genai", specifier = ">=1.9.0" },
     { name = "python-dotenv", specifier = ">=1.2.1" },
@@ -730,7 +730,7 @@ wheels = [
 
 [[package]]
 name = "google-adk"
-version = "1.28.0"
+version = "1.28.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -779,9 +779,9 @@ dependencies = [
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+    { url = "https://files.pythonhosted.org/packages/7e/51/1926ef771b3223fcd0ff0568c9f5429d45239cdc6f09d9ecbb7a4cc69c1f/google_adk-1.28.1-py3-none-any.whl", hash = "sha256:ee7cdf90ba05737be3a2aa4867804324a02f2918bd810e746fe6416184e11511", size = 2729150, upload-time = "2026-04-02T22:21:01.096Z" },
 ]
 
 [package.optional-dependencies]
diff --git a/python/agents/airflow_version_upgrade_agent/pyproject.toml b/python/agents/airflow_version_upgrade_agent/pyproject.toml
index e9f9e426bf..97c0ee0662 100644
--- a/python/agents/airflow_version_upgrade_agent/pyproject.toml
+++ b/python/agents/airflow_version_upgrade_agent/pyproject.toml
@@ -11,7 +11,7 @@ readme = "README.md"
 requires-python = ">=3.11,<3.13"
 
 dependencies = [
-    "google-adk==1.28.0",
+    "google-adk==1.28.1",
     "mcp>=1.26.0",
     "google-cloud-aiplatform>=1.144.0",
     "google-cloud-storage>=3.10.0",
diff --git a/python/agents/airflow_version_upgrade_agent/uv.lock b/python/agents/airflow_version_upgrade_agent/uv.lock
index 3ca986764e..138442c056 100644
--- a/python/agents/airflow_version_upgrade_agent/uv.lock
+++ b/python/agents/airflow_version_upgrade_agent/uv.lock
@@ -135,7 +135,7 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "beautifulsoup4", specifier = ">=4.14.2" },
-    { name = "google-adk", specifier = "==1.28.0" },
+    { name = "google-adk", specifier = "==1.28.1" },
     { name = "google-cloud-aiplatform", specifier = ">=1.144.0" },
     { name = "google-cloud-bigquery", specifier = ">=3.38.0" },
     { name = "google-cloud-discoveryengine", specifier = ">=0.13.12" },
@@ -535,7 +535,7 @@ wheels = [
 
 [[package]]
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-version = "1.28.0"
+version = "1.28.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -584,9 +584,9 @@ dependencies = [
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+    { url = "https://files.pythonhosted.org/packages/7e/51/1926ef771b3223fcd0ff0568c9f5429d45239cdc6f09d9ecbb7a4cc69c1f/google_adk-1.28.1-py3-none-any.whl", hash = "sha256:ee7cdf90ba05737be3a2aa4867804324a02f2918bd810e746fe6416184e11511", size = 2729150, upload-time = "2026-04-02T22:21:01.096Z" },
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 [[package]]
diff --git a/python/agents/antom-payment/pyproject.toml b/python/agents/antom-payment/pyproject.toml
index 9c9fb898ef..fd4229ce5b 100644
--- a/python/agents/antom-payment/pyproject.toml
+++ b/python/agents/antom-payment/pyproject.toml
@@ -11,7 +11,7 @@ readme = "README.md"
 requires-python = ">=3.11"
 
 dependencies = [
-    "google-adk>=1.11.0",
+    "google-adk>=1.28.1",
     "mcp>=1.13.0",
 ]
 
diff --git a/python/agents/antom-payment/uv.lock b/python/agents/antom-payment/uv.lock
index 2ff7d30559..a15983238e 100644
--- a/python/agents/antom-payment/uv.lock
+++ b/python/agents/antom-payment/uv.lock
@@ -183,7 +183,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "google-adk", specifier = ">=1.11.0" },
+    { name = "google-adk", specifier = ">=1.28.1" },
     { name = "mcp", specifier = ">=1.13.0" },
 ]
 
@@ -619,7 +619,7 @@ wheels = [
 
 [[package]]
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-version = "1.28.0"
+version = "1.28.1"
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 dependencies = [
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 [[package]]
diff --git a/python/agents/auto-insurance-agent/pyproject.toml b/python/agents/auto-insurance-agent/pyproject.toml
index 5e38072226..59ee3eddc4 100644
--- a/python/agents/auto-insurance-agent/pyproject.toml
+++ b/python/agents/auto-insurance-agent/pyproject.toml
@@ -9,7 +9,7 @@ license = { text = "Apache License 2.0" }
 readme = "README.md"
 requires-python = ">=3.12"
 dependencies = [
-    "google-adk>=1.5.0,<2.0.0",
+    "google-adk>=1.28.1,<2.0.0",
     "google-cloud-aiplatform[adk,agent-engines]>=1.100.0,<2.0.0",
     "python-dotenv>=1.1.1,<2.0.0",
     "google-cloud-secret-manager>=2.24.0,<3.0.0",
diff --git a/python/agents/auto-insurance-agent/uv.lock b/python/agents/auto-insurance-agent/uv.lock
index c0cee87fa9..37b643d455 100644
--- a/python/agents/auto-insurance-agent/uv.lock
+++ b/python/agents/auto-insurance-agent/uv.lock
@@ -260,7 +260,7 @@ dev = [
 
 [package.metadata]
 requires-dist = [
-    { name = "google-adk", specifier = ">=1.5.0,<2.0.0" },
+    { name = "google-adk", specifier = ">=1.28.1,<2.0.0" },
     { name = "google-cloud-aiplatform", extras = ["adk", "agent-engines"], specifier = ">=1.100.0,<2.0.0" },
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@@ -730,7 +730,7 @@ wheels = [
 
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-version = "1.28.0"
+version = "1.28.1"
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 [package.optional-dependencies]
diff --git a/python/agents/bidi-demo/pyproject.toml b/python/agents/bidi-demo/pyproject.toml
index 08ab01a8c3..fc703b5a78 100644
--- a/python/agents/bidi-demo/pyproject.toml
+++ b/python/agents/bidi-demo/pyproject.toml
@@ -10,7 +10,7 @@ readme = "README.md"
 requires-python = ">=3.10"
 
 dependencies = [
-    "google-adk>=1.20.0",
+    "google-adk>=1.28.1",
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     "python-dotenv>=1.0.0",
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diff --git a/python/agents/bidi-demo/uv.lock b/python/agents/bidi-demo/uv.lock
index 99291b5bc8..a3deb124be 100644
--- a/python/agents/bidi-demo/uv.lock
+++ b/python/agents/bidi-demo/uv.lock
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+    { url = "https://files.pythonhosted.org/packages/5a/ff/2e4eca3ade2c22fe1dea7043b8ee9dabe47753349eb1b56a202de8af6349/fastapi-0.136.1-py3-none-any.whl", hash = "sha256:a6e9d7eeada96c93a4d69cb03836b44fa34e2854accb7244a1ece36cd4781c3f", size = 117683, upload-time = "2026-04-23T16:49:42.437Z" },
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+[[package]]
+name = "gepa"
+version = "0.1.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e4/62/10f5a8f24c075e3b64f952be73ba8e15f0055584bbcdf9ce48d754a36679/gepa-0.1.1.tar.gz", hash = "sha256:643fda01c23de4c9f01306e01305dd69facc29bcb34ad59e4cd07e6621d34aa1", size = 272251, upload-time = "2026-03-16T10:17:53.131Z" }
+wheels = [
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+]
+
 [[package]]
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-version = "1.22.1"
+version = "1.28.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiosqlite" },
@@ -897,11 +907,12 @@ dependencies = [
     { name = "click" },
     { name = "fastapi" },
     { name = "google-api-python-client" },
-    { name = "google-auth" },
+    { name = "google-auth", extra = ["pyopenssl"] },
     { name = "google-cloud-aiplatform", extra = ["agent-engines"] },
     { name = "google-cloud-bigquery" },
     { name = "google-cloud-bigquery-storage" },
     { name = "google-cloud-bigtable" },
+    { name = "google-cloud-dataplex" },
     { name = "google-cloud-discoveryengine" },
     { name = "google-cloud-pubsub" },
     { name = "google-cloud-secret-manager" },
@@ -910,6 +921,7 @@ dependencies = [
     { name = "google-cloud-storage" },
     { name = "google-genai" },
     { name = "graphviz" },
+    { name = "httpx" },
     { name = "jsonschema" },
     { name = "mcp" },
     { name = "opentelemetry-api" },
@@ -935,18 +947,19 @@ dependencies = [
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+    { url = "https://files.pythonhosted.org/packages/7e/51/1926ef771b3223fcd0ff0568c9f5429d45239cdc6f09d9ecbb7a4cc69c1f/google_adk-1.28.1-py3-none-any.whl", hash = "sha256:ee7cdf90ba05737be3a2aa4867804324a02f2918bd810e746fe6416184e11511", size = 2729150, upload-time = "2026-04-02T22:21:01.096Z" },
 ]
 
 [package.optional-dependencies]
 eval = [
+    { name = "gepa" },
     { name = "google-cloud-aiplatform", extra = ["evaluation"] },
+    { name = "jinja2" },
     { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
     { name = "pandas", version = "3.0.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "rouge-score" },
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     { name = "tabulate" },
 ]
 
@@ -1002,6 +1015,10 @@ wheels = [
 ]
 
 [package.optional-dependencies]
+pyopenssl = [
+    { name = "cryptography" },
+    { name = "pyopenssl" },
+]
 requests = [
     { name = "requests" },
 ]
@@ -1021,7 +1038,7 @@ wheels = [
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.133.0"
+version = "1.148.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "docstring-parser" },
@@ -1037,14 +1054,16 @@ dependencies = [
     { name = "pydantic" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d4/be/31ce7fd658ddebafbe5583977ddee536b2bacc491ad10b5a067388aec66f/google_cloud_aiplatform-1.133.0.tar.gz", hash = "sha256:3a6540711956dd178daaab3c2c05db476e46d94ac25912b8cf4f59b00b058ae0", size = 9921309, upload-time = "2026-01-08T22:11:25.079Z" }
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+    { url = "https://files.pythonhosted.org/packages/56/5b/e3515d7bbba602c2b0f6a0da5431785e897252443682e4735d0e6873dc8f/google_cloud_aiplatform-1.148.1-py2.py3-none-any.whl", hash = "sha256:035101e2d8e65c6a706cc3930b2452de7ddcbde50dd130320fcea0d8b03b0c5a", size = 8434481, upload-time = "2026-04-17T23:45:22.919Z" },
 ]
 
 [package.optional-dependencies]
 agent-engines = [
+    { name = "aiohttp" },
     { name = "cloudpickle" },
+    { name = "google-cloud-iam" },
     { name = "google-cloud-logging" },
     { name = "google-cloud-trace" },
     { name = "opentelemetry-exporter-gcp-logging" },
@@ -1161,6 +1180,23 @@ wheels = [
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 ]
 
+[[package]]
+name = "google-cloud-dataplex"
+version = "2.18.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "google-api-core", extra = ["grpc"] },
+    { name = "google-auth" },
+    { name = "grpc-google-iam-v1" },
+    { name = "grpcio" },
+    { name = "proto-plus" },
+    { name = "protobuf" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ee/2b/c390bbe1f68015ea57eb9352e90ebbbf459c3139d9e5a8e6faa0b1abdc6e/google_cloud_dataplex-2.18.0.tar.gz", hash = "sha256:ae3f7f1b5c64675e8a4b66725d404eec864e12d29051323a2232bdb05797016d", size = 881810, upload-time = "2026-03-30T22:49:53.747Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b2/9a/8b096a6d772b7abf1c97dfbce17d47ba1d8a944ce8d7a239fd300a3ad8ae/google_cloud_dataplex-2.18.0-py3-none-any.whl", hash = "sha256:6e4ec95b24f64e95cec5f3753fbe7419f78ddb8b1ba90f8d955bc7613bb90764", size = 675743, upload-time = "2026-03-30T20:02:27.12Z" },
+]
+
 [[package]]
 name = "google-cloud-discoveryengine"
 version = "0.13.12"
@@ -1176,6 +1212,23 @@ wheels = [
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 ]
 
+[[package]]
+name = "google-cloud-iam"
+version = "2.22.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "google-api-core", extra = ["grpc"] },
+    { name = "google-auth" },
+    { name = "grpc-google-iam-v1" },
+    { name = "grpcio" },
+    { name = "proto-plus" },
+    { name = "protobuf" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/62/e5/07d4f1daf85a2a0bd9f78ad865ea678d7b4e1227ed76f671c7167aae147f/google_cloud_iam-2.22.0.tar.gz", hash = "sha256:203ddfece17e014ee4fbc5c3244daa14a88b7ee57c8e3a7622d0f2a1a3b8d7f3", size = 502498, upload-time = "2026-03-30T22:51:28.878Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/aa/a8/d721ea11d0eb93803d14cb2e90d0442bb3b269a82f7cb5faff2b98022039/google_cloud_iam-2.22.0-py3-none-any.whl", hash = "sha256:c443b34b5a6a9e51d32cee397879bb781b900af68937c67a275def23bbc025f3", size = 463425, upload-time = "2026-03-30T20:02:42.967Z" },
+]
+
 [[package]]
 name = "google-cloud-logging"
 version = "3.13.0"
@@ -1376,7 +1429,7 @@ wheels = [
 
 [[package]]
 name = "google-genai"
-version = "1.58.0"
+version = "1.68.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -1390,9 +1443,9 @@ dependencies = [
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     { name = "websockets" },
 ]
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+    { url = "https://files.pythonhosted.org/packages/84/de/7d3ee9c94b74c3578ea4f88d45e8de9405902f857932334d81e89bce3dfa/google_genai-1.68.0-py3-none-any.whl", hash = "sha256:a1bc9919c0e2ea2907d1e319b65471d3d6d58c54822039a249fe1323e4178d15", size = 750912, upload-time = "2026-03-18T01:03:15.983Z" },
 ]
 
 [[package]]
@@ -1913,7 +1966,7 @@ wheels = [
 
 [[package]]
 name = "litellm"
-version = "1.83.0"
+version = "1.82.6"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -1929,9 +1982,9 @@ dependencies = [
     { name = "tiktoken" },
     { name = "tokenizers" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/22/92/6ce9737554994ca8e536e5f4f6a87cc7c4774b656c9eb9add071caf7d54b/litellm-1.83.0.tar.gz", hash = "sha256:860bebc76c4bb27b4cf90b4a77acd66dba25aced37e3db98750de8a1766bfb7a", size = 17333062, upload-time = "2026-03-31T05:08:25.331Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/29/75/1c537aa458426a9127a92bc2273787b2f987f4e5044e21f01f2eed5244fd/litellm-1.82.6.tar.gz", hash = "sha256:2aa1c2da21fe940c33613aa447119674a3ad4d2ad5eb064e4d5ce5ee42420136", size = 17414147, upload-time = "2026-03-22T06:36:00.452Z" }
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+    { url = "https://files.pythonhosted.org/packages/02/6c/5327667e6dbe9e98cbfbd4261c8e91386a52e38f41419575854248bbab6a/litellm-1.82.6-py3-none-any.whl", hash = "sha256:164a3ef3e19f309e3cabc199bef3d2045212712fefdfa25fc7f75884a5b5b205", size = 15591595, upload-time = "2026-03-22T06:35:56.795Z" },
 ]
 
 [[package]]
@@ -3209,6 +3262,19 @@ crypto = [
     { name = "cryptography" },
 ]
 
+[[package]]
+name = "pyopenssl"
+version = "26.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cryptography" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/8e/11/a62e1d33b373da2b2c2cd9eb508147871c80f12b1cacde3c5d314922afdd/pyopenssl-26.0.0.tar.gz", hash = "sha256:f293934e52936f2e3413b89c6ce36df66a0b34ae1ea3a053b8c5020ff2f513fc", size = 185534, upload-time = "2026-03-15T14:28:26.353Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fb/7d/d4f7d908fa8415571771b30669251d57c3cf313b36a856e6d7548ae01619/pyopenssl-26.0.0-py3-none-any.whl", hash = "sha256:df94d28498848b98cc1c0ffb8ef1e71e40210d3b0a8064c9d29571ed2904bf81", size = 57969, upload-time = "2026-03-15T14:28:24.864Z" },
+]
+
 [[package]]
 name = "pyparsing"
 version = "3.3.1"
diff --git a/python/agents/brand-aligned-presentations/pyproject.toml b/python/agents/brand-aligned-presentations/pyproject.toml
index 90a20ab995..251bfd6a84 100644
--- a/python/agents/brand-aligned-presentations/pyproject.toml
+++ b/python/agents/brand-aligned-presentations/pyproject.toml
@@ -26,7 +26,7 @@ license = "Apache-2.0"
 requires-python = ">=3.11,<3.14"
 
 dependencies = [
-    "google-adk>=1.27.4",
+    "google-adk>=1.28.1",
     "google-auth>=2.45.0",
     "google-cloud-aiplatform[agent-engines]>=1.142.0",
     "google-cloud-modelarmor>=0.4.0",
diff --git a/python/agents/brand-aligned-presentations/uv.lock b/python/agents/brand-aligned-presentations/uv.lock
index f432cfc5a1..a7243ca1bc 100644
--- a/python/agents/brand-aligned-presentations/uv.lock
+++ b/python/agents/brand-aligned-presentations/uv.lock
@@ -306,7 +306,7 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "absl-py", marker = "extra == 'deployment'", specifier = ">=2.3.1" },
-    { name = "google-adk", specifier = ">=1.27.4" },
+    { name = "google-adk", specifier = ">=1.28.1" },
     { name = "google-auth", specifier = ">=2.45.0" },
     { name = "google-cloud-aiplatform", extras = ["agent-engines"], specifier = ">=1.142.0" },
     { name = "google-cloud-modelarmor", specifier = ">=0.4.0" },
@@ -822,7 +822,7 @@ wheels = [
 
 [[package]]
 name = "google-adk"
-version = "1.28.0"
+version = "1.28.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiosqlite" },
@@ -871,9 +871,9 @@ dependencies = [
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     { name = "websockets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b7/2b/6f3e87faa3d3b11d585524ee8e1c088472f9d3783879b360db32b96bd2de/google_adk-1.28.0.tar.gz", hash = "sha256:3c7ef1a518296641b992cc68ae4795987da48765f9788af37da1acc39db0f362", size = 2317884, upload-time = "2026-03-26T22:48:26.755Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/83/bd/ce670dca7a32b1bc46410edece7781d8db06aa5a48d7323f1c2aa30384b6/google_adk-1.28.1.tar.gz", hash = "sha256:76e6ec4a13f981bd9c2c7782e8b37b0e973b570b699b750a52444998e8886ced", size = 2318960, upload-time = "2026-04-02T22:21:02.796Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/7e/51/1926ef771b3223fcd0ff0568c9f5429d45239cdc6f09d9ecbb7a4cc69c1f/google_adk-1.28.1-py3-none-any.whl", hash = "sha256:ee7cdf90ba05737be3a2aa4867804324a02f2918bd810e746fe6416184e11511", size = 2729150, upload-time = "2026-04-02T22:21:01.096Z" },
 ]
 
 [package.optional-dependencies]
diff --git a/python/agents/brand-search-optimization/pyproject.toml b/python/agents/brand-search-optimization/pyproject.toml
index 7fc71ca227..60863bc734 100644
--- a/python/agents/brand-search-optimization/pyproject.toml
+++ b/python/agents/brand-search-optimization/pyproject.toml
@@ -15,7 +15,7 @@ dependencies = [
     "google-cloud-bigquery>=3.31.0,<4.0.0",
     "google-cloud-aiplatform[agent-engines]>=1.93.0,<2.0.0",
     "pillow>=11.1.0,<12.0.0",
-    "google-adk>=1.0.0,<2.0.0",
+    "google-adk>=1.28.1,<2.0.0",
 ]
 
 [dependency-groups]
diff --git a/python/agents/brand-search-optimization/uv.lock b/python/agents/brand-search-optimization/uv.lock
index dab4d12c4a..8fb85c14aa 100644
--- a/python/agents/brand-search-optimization/uv.lock
+++ b/python/agents/brand-search-optimization/uv.lock
@@ -283,7 +283,7 @@ dev = [
 
 [package.metadata]
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-    { name = "google-adk", specifier = ">=1.0.0,<2.0.0" },
+    { name = "google-adk", specifier = ">=1.28.1,<2.0.0" },
     { name = "google-auth", specifier = ">=2.40.3,<3.0.0" },
     { name = "google-cloud-aiplatform", extras = ["agent-engines"], specifier = ">=1.93.0,<2.0.0" },
     { name = "google-cloud-bigquery", specifier = ">=3.31.0,<4.0.0" },
@@ -738,7 +738,7 @@ wheels = [
 
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-version = "1.28.0"
+version = "1.28.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiosqlite" },
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     { name = "websockets" },
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 [package.optional-dependencies]
diff --git a/python/agents/camel/pyproject.toml b/python/agents/camel/pyproject.toml
index b0c72c8498..94428a0b91 100644
--- a/python/agents/camel/pyproject.toml
+++ b/python/agents/camel/pyproject.toml
@@ -10,7 +10,7 @@ readme = "README.md"
 requires-python = ">=3.12"
 
 dependencies = [
-    "google-adk>=1.0.0",
+    "google-adk>=1.28.1",
     "google-genai>=1.5.0",
     "pdfplumber>=0.11.5",
     "pydantic>=2.11.7",
diff --git a/python/agents/camel/uv.lock b/python/agents/camel/uv.lock
index b46b621087..cb39572e9f 100644
--- a/python/agents/camel/uv.lock
+++ b/python/agents/camel/uv.lock
@@ -206,7 +206,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "google-adk", specifier = ">=1.0.0" },
+    { name = "google-adk", specifier = ">=1.28.1" },
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     { name = "google-genai", specifier = ">=1.5.0" },
     { name = "pdfplumber", specifier = ">=0.11.5" },
@@ -563,7 +563,7 @@ wheels = [
 
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 name = "google-adk"
-version = "1.28.0"
+version = "1.28.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 ]
 
 [[package]]
diff --git a/python/agents/claim-adjudication-agent/pyproject.toml b/python/agents/claim-adjudication-agent/pyproject.toml
index 4ad362d366..8453c3a9e7 100644
--- a/python/agents/claim-adjudication-agent/pyproject.toml
+++ b/python/agents/claim-adjudication-agent/pyproject.toml
@@ -12,7 +12,7 @@ dependencies = [
     "google-genai>=1.68.0",
     "pydantic>=2.12.5",
     "python-dotenv>=1.2.2",
-    "google-adk>=1.27.0",
+    "google-adk>=1.28.1",
     "google-cloud-storage>=3.10.1",
     "google-cloud-logging>=3.14.0",
 ]
diff --git a/python/agents/claim-adjudication-agent/uv.lock b/python/agents/claim-adjudication-agent/uv.lock
index af27b4ecd6..5800772ddc 100644
--- a/python/agents/claim-adjudication-agent/uv.lock
+++ b/python/agents/claim-adjudication-agent/uv.lock
@@ -10,16 +10,16 @@ resolution-markers = [
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 name = "agent-starter-pack"
 version = "0.39.6"
-source = { registry = "https://us-python.pkg.dev/artifact-foundry-prod/ah-3p-staging-python/simple/" }
+source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "backoff" },
     { name = "click" },
@@ -30,24 +30,24 @@ dependencies = [
     { name = "rich" },
     { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
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 name = "aiohttp"
 version = "3.13.3"
-source = { registry = "https://us-python.pkg.dev/artifact-foundry-prod/ah-3p-staging-python/simple/" }
+source = { registry = "https://pypi.org/simple" }
 dependencies = [
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     { name = "aiosignal" },
@@ -58,312 +58,312 @@ dependencies = [
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diff --git a/python/agents/currency-agent/pyproject.toml b/python/agents/currency-agent/pyproject.toml
index eef6dfa456..6a670fdeef 100644
--- a/python/agents/currency-agent/pyproject.toml
+++ b/python/agents/currency-agent/pyproject.toml
@@ -12,7 +12,7 @@ requires-python = ">=3.10"
 dependencies = [
     "a2a-sdk==0.3.3",
     "fastmcp==2.11.3",
-    "google-adk==1.13.0",
+    "google-adk==1.28.1",
     "google-genai>=1.17.0",
     "python-dotenv>=1.1.0",
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diff --git a/python/agents/currency-agent/uv.lock b/python/agents/currency-agent/uv.lock
index 10b6af780a..8ae761b64f 100644
--- a/python/agents/currency-agent/uv.lock
+++ b/python/agents/currency-agent/uv.lock
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 version = "1.18.4"
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     { name = "fastmcp", specifier = "==2.11.3" },
-    { name = "google-adk", specifier = "==1.13.0" },
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     { name = "anyio" },
     { name = "authlib" },
     { name = "click" },
     { name = "fastapi" },
     { name = "google-api-python-client" },
+    { name = "google-auth", extra = ["pyopenssl"] },
     { name = "google-cloud-aiplatform", extra = ["agent-engines"] },
+    { name = "google-cloud-bigquery" },
+    { name = "google-cloud-bigquery-storage" },
     { name = "google-cloud-bigtable" },
+    { name = "google-cloud-dataplex" },
+    { name = "google-cloud-discoveryengine" },
+    { name = "google-cloud-pubsub" },
     { name = "google-cloud-secret-manager" },
     { name = "google-cloud-spanner" },
     { name = "google-cloud-speech" },
     { name = "google-cloud-storage" },
     { name = "google-genai" },
     { name = "graphviz" },
+    { name = "httpx" },
+    { name = "jsonschema" },
     { name = "mcp" },
     { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-gcp-logging" },
+    { name = "opentelemetry-exporter-gcp-monitoring" },
     { name = "opentelemetry-exporter-gcp-trace" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-resourcedetector-gcp" },
     { name = "opentelemetry-sdk" },
+    { name = "pyarrow" },
     { name = "pydantic" },
     { name = "python-dateutil" },
     { name = "python-dotenv" },
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 [package.optional-dependencies]
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+dependencies = [
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+    { name = "google-auth" },
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+
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+    { name = "google-auth" },
+    { name = "grpc-google-iam-v1" },
+    { name = "grpcio", marker = "python_full_version < '3.14'" },
+    { name = "grpcio-status" },
+    { name = "opentelemetry-api" },
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diff --git a/python/agents/cyber-guardian-agent/pyproject.toml b/python/agents/cyber-guardian-agent/pyproject.toml
index 4eeed22a1b..e7eead5fac 100644
--- a/python/agents/cyber-guardian-agent/pyproject.toml
+++ b/python/agents/cyber-guardian-agent/pyproject.toml
@@ -10,7 +10,7 @@ dependencies = [
     "google-genai>=1.9.0",
     "pydantic>=2.10.6",
     "python-dotenv>=1.0.1",
-    "google-adk>=1.0.0",
+    "google-adk>=1.28.1",
     "google-cloud-bigquery>=3.29.0",
     "pandas",
     "pandas-gbq",
diff --git a/python/agents/cyber-guardian-agent/uv.lock b/python/agents/cyber-guardian-agent/uv.lock
index 5cd41c5c13..d3827c2882 100644
--- a/python/agents/cyber-guardian-agent/uv.lock
+++ b/python/agents/cyber-guardian-agent/uv.lock
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     { name = "google-cloud-aiplatform", extra = ["adk", "agent-engines"] },
     { name = "google-cloud-bigquery" },
     { name = "google-genai" },
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-    { name = "google-adk", specifier = ">=1.0.0" },
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     { name = "google-genai", specifier = ">=1.9.0" },
     { name = "mypy", marker = "extra == 'lint'", specifier = ">=1.15.0" },
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     { name = "python-dotenv", specifier = ">=1.0.1" },
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+    { name = "psutil" },
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diff --git a/python/agents/data-engineering/pyproject.toml b/python/agents/data-engineering/pyproject.toml
index f0cafce738..7988b14b06 100644
--- a/python/agents/data-engineering/pyproject.toml
+++ b/python/agents/data-engineering/pyproject.toml
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     "typing-extensions>=4.8.0",
     "python-dotenv>=1.0.0",
-    "google-adk>=0.1.0",
+    "google-adk>=1.31.1",
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index 1b448749fd..f2be4fe96d 100644
--- a/python/agents/data-engineering/uv.lock
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-    { name = "google-adk", specifier = ">=0.1.0" },
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diff --git a/python/agents/earth-engine-geospatial/pyproject.toml b/python/agents/earth-engine-geospatial/pyproject.toml
index 09888c05ee..95c33e6d33 100644
--- a/python/agents/earth-engine-geospatial/pyproject.toml
+++ b/python/agents/earth-engine-geospatial/pyproject.toml
@@ -7,7 +7,7 @@ readme = "README.md"
 requires-python = ">=3.10,<3.13"
 
 dependencies = [
-    "google-adk>=1.0.0",
+    "google-adk>=1.28.1",
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diff --git a/python/agents/earth-engine-geospatial/uv.lock b/python/agents/earth-engine-geospatial/uv.lock
index 02256058d2..25c65b8456 100644
--- a/python/agents/earth-engine-geospatial/uv.lock
+++ b/python/agents/earth-engine-geospatial/uv.lock
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@@ -540,7 +540,7 @@ wheels = [
 
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diff --git a/python/agents/economic-research-agent/pyproject.toml b/python/agents/economic-research-agent/pyproject.toml
index 4ef4f3c7f4..fbda23054d 100644
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diff --git a/python/agents/economic-research-agent/requirements.txt b/python/agents/economic-research-agent/requirements.txt
index 4024c3eae8..97774e2fcd 100644
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diff --git a/python/agents/fomc-research/pyproject.toml b/python/agents/fomc-research/pyproject.toml
index a3efc5615e..f507357523 100644
--- a/python/agents/fomc-research/pyproject.toml
+++ b/python/agents/fomc-research/pyproject.toml
@@ -12,7 +12,7 @@ requires-python = ">=3.11"
 dependencies = [
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+    "google-adk>=1.28.1",
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     "google-genai>=1.5.0",
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diff --git a/python/agents/fomc-research/uv.lock b/python/agents/fomc-research/uv.lock
index 17fc9e26ef..3d20748a1d 100644
--- a/python/agents/fomc-research/uv.lock
+++ b/python/agents/fomc-research/uv.lock
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diff --git a/python/agents/fun-facts/pyproject.toml b/python/agents/fun-facts/pyproject.toml
index dcd535a905..d5e9e388d2 100644
--- a/python/agents/fun-facts/pyproject.toml
+++ b/python/agents/fun-facts/pyproject.toml
@@ -5,7 +5,7 @@ description = "The agent uses the **Gemini** model and **Google Search** groundi
 readme = "README.md"
 requires-python = ">=3.11"
 dependencies = [
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+    "google-adk>=1.28.1",
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index 70da9ef99d..4a90966f33 100644
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index 7d1263ee24..f28f8346b3 100644
--- a/python/agents/genmedia-for-commerce/pyproject.toml
+++ b/python/agents/genmedia-for-commerce/pyproject.toml
@@ -12,7 +12,7 @@ readme = "README.md"
 requires-python = ">=3.11,<3.14"
 dependencies = [
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-    "google-adk>=1.15.0,<2.0.0",
+    "google-adk>=1.31.1,<2.0.0",
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diff --git a/python/agents/genmedia-for-commerce/uv.lock b/python/agents/genmedia-for-commerce/uv.lock
index 66de3b045e..e2c4b36803 100644
--- a/python/agents/genmedia-for-commerce/uv.lock
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diff --git a/python/agents/google-trends-agent/pyproject.toml b/python/agents/google-trends-agent/pyproject.toml
index 001b1a22f4..6400116c6b 100644
--- a/python/agents/google-trends-agent/pyproject.toml
+++ b/python/agents/google-trends-agent/pyproject.toml
@@ -17,7 +17,7 @@ dependencies = [
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     "google-genai>=1.26.0,<2.0.0",
     "google-cloud-bigquery>=3.35.0,<4.0.0",
-    "google-adk>=1.7.0,<2.0.0",
+    "google-adk>=1.28.1,<2.0.0",
     "pandas>=2.3.1,<3.0.0",
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diff --git a/python/agents/google-trends-agent/uv.lock b/python/agents/google-trends-agent/uv.lock
index 053381af14..e8694d1bfd 100644
--- a/python/agents/google-trends-agent/uv.lock
+++ b/python/agents/google-trends-agent/uv.lock
@@ -761,7 +761,7 @@ wheels = [
 
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@@ -1348,7 +1348,7 @@ dev = [
 
 [package.metadata]
 requires-dist = [
-    { name = "google-adk", specifier = ">=1.7.0,<2.0.0" },
+    { name = "google-adk", specifier = ">=1.28.1,<2.0.0" },
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diff --git a/python/agents/hierarchical-workflow-automation/pyproject.toml b/python/agents/hierarchical-workflow-automation/pyproject.toml
index ca3f36f0fe..d4254f3278 100644
--- a/python/agents/hierarchical-workflow-automation/pyproject.toml
+++ b/python/agents/hierarchical-workflow-automation/pyproject.toml
@@ -10,7 +10,7 @@ readme = "README.md"
 requires-python = ">=3.10,<3.13"
 
 dependencies = [
-    "google-adk>=1.13.0",
+    "google-adk>=1.28.1",
     "google-cloud-aiplatform[adk,agent-engines]>=1.118.0",
     "google-cloud-bigquery>=3.36.0",
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diff --git a/python/agents/hierarchical-workflow-automation/requirements.txt b/python/agents/hierarchical-workflow-automation/requirements.txt
index 67dcd8ff84..b03b2c3e1f 100644
--- a/python/agents/hierarchical-workflow-automation/requirements.txt
+++ b/python/agents/hierarchical-workflow-automation/requirements.txt
@@ -23,7 +23,7 @@ docstring_parser==0.17.0
 dotenv==0.9.9
 fastapi==0.116.1
 frozenlist==1.7.0
-google-adk==1.13.0
+google-adk==1.28.1
 google-api-core==2.25.1
 google-api-python-client==2.181.0
 google-auth==2.40.3
diff --git a/python/agents/hierarchical-workflow-automation/uv.lock b/python/agents/hierarchical-workflow-automation/uv.lock
index 29ddbbc6bb..446deb312e 100644
--- a/python/agents/hierarchical-workflow-automation/uv.lock
+++ b/python/agents/hierarchical-workflow-automation/uv.lock
@@ -6,18 +6,9 @@ resolution-markers = [
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@@ -25,12 +16,113 @@ dependencies = [
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+    { name = "google-cloud-bigquery" },
+    { name = "google-cloud-bigquery-storage" },
     { name = "google-cloud-bigtable" },
+    { name = "google-cloud-dataplex" },
+    { name = "google-cloud-discoveryengine" },
+    { name = "google-cloud-pubsub" },
     { name = "google-cloud-secret-manager" },
     { name = "google-cloud-spanner" },
     { name = "google-cloud-speech" },
     { name = "google-cloud-storage" },
     { name = "google-genai" },
     { name = "graphviz" },
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+    { name = "jsonschema" },
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+    { name = "opentelemetry-exporter-gcp-logging" },
+    { name = "opentelemetry-exporter-gcp-monitoring" },
     { name = "opentelemetry-exporter-gcp-trace" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-resourcedetector-gcp" },
     { name = "opentelemetry-sdk" },
+    { name = "pyarrow" },
     { name = "pydantic" },
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     { name = "python-dotenv" },
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+[package.optional-dependencies]
+pyopenssl = [
+    { name = "pyopenssl" },
+]
+requests = [
+    { name = "requests" },
+]
+
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@@ -604,10 +793,14 @@ adk = [
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+    { name = "aiohttp" },
     { name = "cloudpickle" },
+    { name = "google-cloud-iam" },
     { name = "google-cloud-logging" },
     { name = "google-cloud-trace" },
+    { name = "opentelemetry-exporter-gcp-logging" },
     { name = "opentelemetry-exporter-gcp-trace" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
     { name = "opentelemetry-sdk" },
     { name = "packaging" },
     { name = "pydantic" },
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+version = "2.37.0"
+source = { registry = "https://pypi.org/simple" }
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+    { name = "google-auth" },
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+    { name = "google-auth" },
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+
 [[package]]
 name = "zipp"
 version = "3.23.0"
diff --git a/python/agents/high-volume-document-analyzer/pyproject.toml b/python/agents/high-volume-document-analyzer/pyproject.toml
index 2468b90589..1ad1243aa3 100644
--- a/python/agents/high-volume-document-analyzer/pyproject.toml
+++ b/python/agents/high-volume-document-analyzer/pyproject.toml
@@ -15,7 +15,7 @@ readme = "README.md"
 requires-python = ">=3.11,<3.14"
 
 dependencies = [
-    "google-adk>=1.28.0",
+    "google-adk>=1.31.1",
     "google-cloud-aiplatform[adk,agent-engines]>=1.93.0",
     "opentelemetry-instrumentation-google-genai==0.4b0",
     "python-dotenv>=1.0.1",
diff --git a/python/agents/high-volume-document-analyzer/uv.lock b/python/agents/high-volume-document-analyzer/uv.lock
index 5d525b5701..077e868076 100644
--- a/python/agents/high-volume-document-analyzer/uv.lock
+++ b/python/agents/high-volume-document-analyzer/uv.lock
@@ -690,7 +690,7 @@ wheels = [
 
 [[package]]
 name = "google-adk"
-version = "1.31.0"
+version = "1.31.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiosqlite" },
@@ -739,9 +739,9 @@ dependencies = [
     { name = "watchdog" },
     { name = "websockets" },
 ]
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@@ -11,7 +11,7 @@ readme = "README.md"
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index d330d16db8..a3eaac8252 100644
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     { name = "google-api-python-client" },
-    { name = "google-auth" },
+    { name = "google-auth", extra = ["pyopenssl"] },
     { name = "google-cloud-aiplatform", extra = ["agent-engines"] },
     { name = "google-cloud-bigquery" },
     { name = "google-cloud-bigquery-storage" },
     { name = "google-cloud-bigtable" },
+    { name = "google-cloud-dataplex" },
     { name = "google-cloud-discoveryengine" },
     { name = "google-cloud-pubsub" },
     { name = "google-cloud-secret-manager" },
@@ -870,6 +881,7 @@ dependencies = [
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+    { name = "httpx" },
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 version = "1.22.0"
diff --git a/python/agents/machine-learning-engineering/pyproject.toml b/python/agents/machine-learning-engineering/pyproject.toml
index edbbd3693c..278f7e4a4b 100644
--- a/python/agents/machine-learning-engineering/pyproject.toml
+++ b/python/agents/machine-learning-engineering/pyproject.toml
@@ -13,7 +13,7 @@ readme = "README.md"
 requires-python = ">=3.12"
 
 dependencies = [
-    "google-adk>=1.5.0",
+    "google-adk>=1.28.1",
     "google-genai>=1.9.0",
     "pydantic>=2.10.6",
     "python-dotenv>=1.0.1",
diff --git a/python/agents/machine-learning-engineering/uv.lock b/python/agents/machine-learning-engineering/uv.lock
index ad15a657d0..0b029147fc 100644
--- a/python/agents/machine-learning-engineering/uv.lock
+++ b/python/agents/machine-learning-engineering/uv.lock
@@ -495,17 +495,18 @@ wheels = [
 
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-version = "0.123.10"
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 dependencies = [
     { name = "annotated-doc" },
     { name = "pydantic" },
     { name = "starlette" },
     { name = "typing-extensions" },
+    { name = "typing-inspection" },
 ]
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+[[package]]
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+version = "0.1.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e4/62/10f5a8f24c075e3b64f952be73ba8e15f0055584bbcdf9ce48d754a36679/gepa-0.1.1.tar.gz", hash = "sha256:643fda01c23de4c9f01306e01305dd69facc29bcb34ad59e4cd07e6621d34aa1", size = 272251, upload-time = "2026-03-16T10:17:53.131Z" }
+wheels = [
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+]
+
 [[package]]
 name = "google-adk"
-version = "1.22.1"
+version = "1.28.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiosqlite" },
@@ -667,11 +677,12 @@ dependencies = [
     { name = "click" },
     { name = "fastapi" },
     { name = "google-api-python-client" },
-    { name = "google-auth" },
+    { name = "google-auth", extra = ["pyopenssl"] },
     { name = "google-cloud-aiplatform", extra = ["agent-engines"] },
     { name = "google-cloud-bigquery" },
     { name = "google-cloud-bigquery-storage" },
     { name = "google-cloud-bigtable" },
+    { name = "google-cloud-dataplex" },
     { name = "google-cloud-discoveryengine" },
     { name = "google-cloud-pubsub" },
     { name = "google-cloud-secret-manager" },
@@ -680,6 +691,7 @@ dependencies = [
     { name = "google-cloud-storage" },
     { name = "google-genai" },
     { name = "graphviz" },
+    { name = "httpx" },
     { name = "jsonschema" },
     { name = "mcp" },
     { name = "opentelemetry-api" },
@@ -705,14 +717,16 @@ dependencies = [
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 ]
 
 [package.optional-dependencies]
 eval = [
+    { name = "gepa" },
     { name = "google-cloud-aiplatform", extra = ["evaluation"] },
+    { name = "jinja2" },
     { name = "pandas" },
     { name = "rouge-score" },
     { name = "tabulate" },
@@ -758,18 +772,21 @@ wheels = [
 
 [[package]]
 name = "google-auth"
-version = "2.47.0"
+version = "2.49.2"
 source = { registry = "https://pypi.org/simple" }
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     { name = "pyasn1-modules" },
-    { name = "rsa" },
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+    { url = "https://files.pythonhosted.org/packages/73/76/d241a5c927433420507215df6cac1b1fa4ac0ba7a794df42a84326c68da8/google_auth-2.49.2-py3-none-any.whl", hash = "sha256:c2720924dfc82dedb962c9f52cabb2ab16714fd0a6a707e40561d217574ed6d5", size = 240638, upload-time = "2026-04-10T00:41:14.501Z" },
 ]
 
 [package.optional-dependencies]
+pyopenssl = [
+    { name = "pyopenssl" },
+]
 requests = [
     { name = "requests" },
 ]
@@ -789,7 +806,7 @@ wheels = [
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.133.0"
+version = "1.148.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -805,18 +822,19 @@ dependencies = [
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     { name = "typing-extensions" },
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+    { url = "https://files.pythonhosted.org/packages/56/5b/e3515d7bbba602c2b0f6a0da5431785e897252443682e4735d0e6873dc8f/google_cloud_aiplatform-1.148.1-py2.py3-none-any.whl", hash = "sha256:035101e2d8e65c6a706cc3930b2452de7ddcbde50dd130320fcea0d8b03b0c5a", size = 8434481, upload-time = "2026-04-17T23:45:22.919Z" },
 ]
 
 [package.optional-dependencies]
 adk = [
     { name = "google-adk" },
-    { name = "opentelemetry-instrumentation-google-genai" },
 ]
 agent-engines = [
+    { name = "aiohttp" },
     { name = "cloudpickle" },
+    { name = "google-cloud-iam" },
     { name = "google-cloud-logging" },
     { name = "google-cloud-trace" },
     { name = "opentelemetry-exporter-gcp-logging" },
@@ -931,6 +949,23 @@ wheels = [
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 ]
 
+[[package]]
+name = "google-cloud-dataplex"
+version = "2.18.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "google-api-core", extra = ["grpc"] },
+    { name = "google-auth" },
+    { name = "grpc-google-iam-v1" },
+    { name = "grpcio" },
+    { name = "proto-plus" },
+    { name = "protobuf" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ee/2b/c390bbe1f68015ea57eb9352e90ebbbf459c3139d9e5a8e6faa0b1abdc6e/google_cloud_dataplex-2.18.0.tar.gz", hash = "sha256:ae3f7f1b5c64675e8a4b66725d404eec864e12d29051323a2232bdb05797016d", size = 881810, upload-time = "2026-03-30T22:49:53.747Z" }
+wheels = [
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+]
+
 [[package]]
 name = "google-cloud-discoveryengine"
 version = "0.13.12"
@@ -946,6 +981,23 @@ wheels = [
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 ]
 
+[[package]]
+name = "google-cloud-iam"
+version = "2.22.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "google-api-core", extra = ["grpc"] },
+    { name = "google-auth" },
+    { name = "grpc-google-iam-v1" },
+    { name = "grpcio" },
+    { name = "proto-plus" },
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index 5ed450d692..483277d1df 100644
--- a/python/agents/memory-bank/pyproject.toml
+++ b/python/agents/memory-bank/pyproject.toml
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index 76b9da5f17..09148b39ff 100644
--- a/python/agents/memory-bank/uv.lock
+++ b/python/agents/memory-bank/uv.lock
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+    { name = "google-adk", specifier = ">=1.31.1,<2.0.0" },
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diff --git a/python/agents/nurse-handover/pyproject.toml b/python/agents/nurse-handover/pyproject.toml
index c60e251a66..c8ce22d10a 100644
--- a/python/agents/nurse-handover/pyproject.toml
+++ b/python/agents/nurse-handover/pyproject.toml
@@ -15,7 +15,7 @@ keywords = ['agent-catalog', 'adk', 'agent']
 readme = "README.md"
 requires-python = ">=3.13,<3.14"
 dependencies = [
-    "google-adk>=1.10.0",
+    "google-adk>=1.28.1",
     "pyyaml>=6.0.2",
     "uvicorn>=0.34.3",
 ]
diff --git a/python/agents/nurse-handover/uv.lock b/python/agents/nurse-handover/uv.lock
index dc9504a8e8..4706b761da 100644
--- a/python/agents/nurse-handover/uv.lock
+++ b/python/agents/nurse-handover/uv.lock
@@ -1,10 +1,6 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.13"
-resolution-markers = [
-    "python_full_version >= '3.14'",
-    "python_full_version < '3.14'",
-]
 
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diff --git a/python/agents/on-brand-genmedia/pyproject.toml b/python/agents/on-brand-genmedia/pyproject.toml
index 3a2f72dde1..767dbc2616 100644
--- a/python/agents/on-brand-genmedia/pyproject.toml
+++ b/python/agents/on-brand-genmedia/pyproject.toml
@@ -10,7 +10,7 @@ license = "Apache-2.0"
 readme = "README.md"
 requires-python = ">=3.10"
 dependencies = [
-    "google-adk>=1.27.4",
+    "google-adk>=1.28.1",
     "google-genai>=1.67.0",
     "google-cloud-logging>=3.12.0",
     "google-cloud-aiplatform[adk,agent-engines]>=1.93.0",
diff --git a/python/agents/on-brand-genmedia/uv.lock b/python/agents/on-brand-genmedia/uv.lock
index 4678e46b96..241c4b65df 100644
--- a/python/agents/on-brand-genmedia/uv.lock
+++ b/python/agents/on-brand-genmedia/uv.lock
@@ -1078,7 +1078,7 @@ wheels = [
 
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-version = "1.28.0"
+version = "1.28.1"
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     { name = "websockets" },
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@@ -3304,7 +3304,7 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "codespell", marker = "extra == 'lint'", specifier = "~=2.4.1" },
-    { name = "google-adk", specifier = ">=1.27.4" },
+    { name = "google-adk", specifier = ">=1.28.1" },
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     { name = "google-cloud-logging", specifier = ">=3.12.0" },
     { name = "google-genai", specifier = ">=1.67.0" },
diff --git a/python/agents/order-processing/pyproject.toml b/python/agents/order-processing/pyproject.toml
index 9199d9af4c..4412e935cf 100644
--- a/python/agents/order-processing/pyproject.toml
+++ b/python/agents/order-processing/pyproject.toml
@@ -11,7 +11,7 @@ readme = "README.md"
 requires-python = ">=3.12"
 
 dependencies = [
-    "google-adk>=1.5.0,<2.0.0",
+    "google-adk>=1.28.1,<2.0.0",
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     "python-dotenv>=1.1.1,<2.0.0",
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diff --git a/python/agents/order-processing/uv.lock b/python/agents/order-processing/uv.lock
index 26ee680351..7553441c86 100644
--- a/python/agents/order-processing/uv.lock
+++ b/python/agents/order-processing/uv.lock
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-version = "1.28.0"
+version = "1.28.1"
 source = { registry = "https://pypi.org/simple" }
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@@ -594,9 +594,9 @@ dependencies = [
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 [[package]]
@@ -1781,7 +1781,7 @@ dev = [
 
 [package.metadata]
 requires-dist = [
-    { name = "google-adk", specifier = ">=1.5.0,<2.0.0" },
+    { name = "google-adk", specifier = ">=1.28.1,<2.0.0" },
     { name = "google-cloud-aiplatform", extras = ["adk", "agent-engines"], specifier = ">=1.100.0,<2.0.0" },
     { name = "google-cloud-secret-manager", specifier = ">=2.24.0,<3.0.0" },
     { name = "python-dotenv", specifier = ">=1.1.1,<2.0.0" },
diff --git a/python/agents/policy-as-code/uv.lock b/python/agents/policy-as-code/uv.lock
index 3d7f24024b..0e522e0a5e 100644
--- a/python/agents/policy-as-code/uv.lock
+++ b/python/agents/policy-as-code/uv.lock
@@ -51,7 +51,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.3"
+version = "3.13.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -62,93 +62,93 @@ dependencies = [
     { name = "propcache" },
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index b737ee8018..e7bc952226 100644
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index c60b125063..26de98fd60 100644
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index 70a61e5a18..5361c2482e 100644
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index b874fe591e..1eee9faa21 100644
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+    { name = "agent-starter-pack", specifier = ">=0.32.0" },
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diff --git a/python/agents/supply-chain/pyproject.toml b/python/agents/supply-chain/pyproject.toml
index 50f7a7146e..851ea4137e 100644
--- a/python/agents/supply-chain/pyproject.toml
+++ b/python/agents/supply-chain/pyproject.toml
@@ -9,7 +9,7 @@ readme = "README.md"
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 dependencies = [
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+    "google-adk>=1.28.1,<2.0.0",
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diff --git a/python/agents/supply-chain/uv.lock b/python/agents/supply-chain/uv.lock
index bd815e1475..a3cfa20d02 100644
--- a/python/agents/supply-chain/uv.lock
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diff --git a/python/agents/tau2-benchmark-agent/uv.lock b/python/agents/tau2-benchmark-agent/uv.lock
index c39e6207d6..1bf4eca3eb 100644
--- a/python/agents/tau2-benchmark-agent/uv.lock
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diff --git a/python/agents/youtube-analyst/pyproject.toml b/python/agents/youtube-analyst/pyproject.toml
index 1a89f28f7d..7337a8a426 100644
--- a/python/agents/youtube-analyst/pyproject.toml
+++ b/python/agents/youtube-analyst/pyproject.toml
@@ -15,7 +15,7 @@ keywords = ['agent-catalog', 'adk', 'agent', 'youtube']
 readme = "README.md"
 requires-python = ">=3.13,<3.14"
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+    "google-adk>=1.28.1",
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diff --git a/python/agents/youtube-analyst/uv.lock b/python/agents/youtube-analyst/uv.lock
index 552b858bc9..4087add417 100644
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