Merge remote-tracking branch 'origin/develop' into refactor/memory-config-management

api/uv.lock

@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = "==3.12.*"
 resolution-markers = [
     "sys_platform == 'darwin'",
@@ -7,6 +7,9 @@ resolution-markers = [
     "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')",
 ]
 
+[options]
+prerelease-mode = "allow"
+
 [[package]]
 name = "aiohappyeyeballs"
 version = "2.6.1"
@@ -241,6 +244,34 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/10/cb/f2ad4230dc2eb1a74edf38f1a38b9b52277f75bef262d8908e60d957e13c/blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc", size = 8458, upload-time = "2024-11-08T17:25:46.184Z" },
 ]
 
+[[package]]
+name = "boto3"
+version = "1.42.14"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "botocore" },
+    { name = "jmespath" },
+    { name = "s3transfer" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/09/72/e236ca627bc0461710685f5b7438f759ef3b4106e0e08dda08513a6539ab/boto3-1.42.14.tar.gz", hash = "sha256:a5d005667b480c844ed3f814a59f199ce249d0f5669532a17d06200c0a93119c", size = 112825, upload-time = "2025-12-19T20:27:15.325Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/bb/ba/c657ea6f6d63563cc46748202fccd097b51755d17add00ebe4ea27580d06/boto3-1.42.14-py3-none-any.whl", hash = "sha256:bfcc665227bb4432a235cb4adb47719438d6472e5ccbf7f09512046c3f749670", size = 140571, upload-time = "2025-12-19T20:27:13.316Z" },
+]
+
+[[package]]
+name = "botocore"
+version = "1.42.14"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "jmespath" },
+    { name = "python-dateutil" },
+    { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/35/3f/50c56f093c2c6ce6de1f579726598db1cf9a9cccd3bf8693f73b1cf5e319/botocore-1.42.14.tar.gz", hash = "sha256:cf5bebb580803c6cfd9886902ca24834b42ecaa808da14fb8cd35ad523c9f621", size = 14910547, upload-time = "2025-12-19T20:27:04.431Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ad/94/67a78a8d08359e779894d4b1672658a3c7fcce216b48f06dfbe1de45521d/botocore-1.42.14-py3-none-any.whl", hash = "sha256:efe89adfafa00101390ec2c371d453b3359d5f9690261bc3bd70131e0d453e8e", size = 14583247, upload-time = "2025-12-19T20:27:00.54Z" },
+]
+
 [[package]]
 name = "cachetools"
 version = "6.2.1"
@@ -1114,6 +1145,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/2f/9c/6753e6522b8d0ef07d3a3d239426669e984fb0eba15a315cdbc1253904e4/jiter-0.12.0-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c24e864cb30ab82311c6425655b0cdab0a98c5d973b065c66a3f020740c2324c", size = 346110, upload-time = "2025-11-09T20:49:21.817Z" },
 ]
 
+[[package]]
+name = "jmespath"
+version = "1.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/00/2a/e867e8531cf3e36b41201936b7fa7ba7b5702dbef42922193f05c8976cd6/jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe", size = 25843, upload-time = "2022-06-17T18:00:12.224Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/31/b4/b9b800c45527aadd64d5b442f9b932b00648617eb5d63d2c7a6587b7cafc/jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980", size = 20256, upload-time = "2022-06-17T18:00:10.251Z" },
+]
+
 [[package]]
 name = "joblib"
 version = "1.5.2"
@@ -1262,6 +1302,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f3/39/ed3121ea3a0c60a0cda6ea5c4c1cece013e8bbc9b18344ff3ae507728f98/langchain-1.1.3-py3-none-any.whl", hash = "sha256:e5b208ed93e553df4087117a40bd0d450f9095030a843cad35c53ff2814bf731", size = 102227, upload-time = "2025-12-08T19:31:47.246Z" },
 ]
 
+[[package]]
+name = "langchain-aws"
+version = "1.0.0a1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "boto3" },
+    { name = "langchain-core" },
+    { name = "numpy" },
+    { name = "pydantic" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c0/c3/a98c0849c13c6880b5629409cadb22d4070e9c611013da127be975f8c0dc/langchain_aws-1.0.0a1.tar.gz", hash = "sha256:3bb193a5fa915520c52bb47581e892d11ac4d114939a1b3ecfeca56fe153fff7", size = 121650, upload-time = "2025-09-18T20:52:36.098Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/9d/7b/be49a224fe3aa07ed869801356f06e1d7a321bb7f22b6f7935dce86d258a/langchain_aws-1.0.0a1-py3-none-any.whl", hash = "sha256:24207d05c619ea61dfeab0a0f7086ae388cc3f2f5c03a8ae56b12d1b77d72585", size = 146839, upload-time = "2025-09-18T20:52:35.013Z" },
+]
+
 [[package]]
 name = "langchain-classic"
 version = "1.0.0"
@@ -2825,6 +2880,7 @@ dependencies = [
     { name = "json-repair" },
     { name = "kombu" },
     { name = "langchain" },
+    { name = "langchain-aws" },
     { name = "langchain-community" },
     { name = "langchain-mcp-adapters" },
     { name = "langchain-ollama" },
@@ -2949,6 +3005,7 @@ requires-dist = [
     { name = "json-repair", specifier = "==0.53.0" },
     { name = "kombu", specifier = "==5.5.4" },
     { name = "langchain", specifier = ">=1.0.3" },
+    { name = "langchain-aws", specifier = ">=1.0.0a1" },
     { name = "langchain-community", specifier = ">=0.3.31" },
     { name = "langchain-mcp-adapters", specifier = ">=0.1.13" },
     { name = "langchain-ollama" },
@@ -3199,6 +3256,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b3/e5/8925a4208f131b218f9a7e459c0d6fcac8324ae35da269cb437894576366/ruamel_yaml_clib-0.2.15-cp312-cp312-win_amd64.whl", hash = "sha256:2b216904750889133d9222b7b873c199d48ecbb12912aca78970f84a5aa1a4bc", size = 119013, upload-time = "2025-11-16T16:13:32.164Z" },
 ]
 
+[[package]]
+name = "s3transfer"
+version = "0.16.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "botocore" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/05/04/74127fc843314818edfa81b5540e26dd537353b123a4edc563109d8f17dd/s3transfer-0.16.0.tar.gz", hash = "sha256:8e990f13268025792229cd52fa10cb7163744bf56e719e0b9cb925ab79abf920", size = 153827, upload-time = "2025-12-01T02:30:59.114Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fc/51/727abb13f44c1fcf6d145979e1535a35794db0f6e450a0cb46aa24732fe2/s3transfer-0.16.0-py3-none-any.whl", hash = "sha256:18e25d66fed509e3868dc1572b3f427ff947dd2c56f844a5bf09481ad3f3b2fe", size = 86830, upload-time = "2025-12-01T02:30:57.729Z" },
+]
+
 [[package]]
 name = "scikit-learn"
 version = "1.7.2"