diff --git a/pyproject.toml b/pyproject.toml
index 8e65536a0..9bca0d307 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,9 +28,9 @@ dependencies = [
     # Used by authentication/k8s integration
     "kubernetes>=30.1.0",
     # Used to call Llama Stack APIs
-    "llama-stack==0.4.3",
-    "llama-stack-client==0.4.3",
-    "llama-stack-api==0.4.4",
+    "llama-stack==0.5.2",
+    "llama-stack-client==0.5.2",
+    "llama-stack-api==0.5.2",
     # Used by Logger
     "rich>=14.0.0",
     # Used by JWK token auth handler
diff --git a/requirements-build.txt b/requirements-build.txt
index 9767990ae..5762f2e74 100644
--- a/requirements-build.txt
+++ b/requirements-build.txt
@@ -6,6 +6,8 @@
 #
 calver==2025.10.20
     # via trove-classifiers
+cython==3.2.4
+    # via oracledb
 dunamai==1.26.0
     # via uv-dynamic-versioning
 flit-core==3.12.0
@@ -35,6 +37,7 @@ hatchling==1.29.0
     #   hatch-fancy-pypi-readme
     #   hatch-vcs
     #   opentelemetry-api
+    #   opentelemetry-distro
     #   opentelemetry-exporter-otlp
     #   opentelemetry-exporter-otlp-proto-common
     #   opentelemetry-exporter-otlp-proto-grpc
@@ -44,6 +47,7 @@ hatchling==1.29.0
     #   opentelemetry-sdk
     #   opentelemetry-semantic-conventions
     #   pydantic-settings
+    #   pythainlp
     #   uv-dynamic-versioning
     #   uvicorn
     #   wcwidth
@@ -51,7 +55,7 @@ jinja2==3.1.6
     # via uv-dynamic-versioning
 markupsafe==3.0.3
     # via jinja2
-maturin==1.10.2
+maturin==1.12.6
     # via fastuuid
 packaging==26.0
     # via
@@ -77,6 +81,7 @@ setuptools-rust==1.12.0
 setuptools-scm==9.2.2
     # via
     #   hatch-vcs
+    #   llama-stack
     #   llama-stack-api
     #   pluggy
     #   setuptools-rust
@@ -93,6 +98,8 @@ wheel==0.46.3
     #   azure-identity
     #   cachetools
     #   litellm
+    #   oci
+    #   oracledb
     #   sentence-transformers
 
 # The following packages are considered to be unsafe in a requirements file:
@@ -116,6 +123,8 @@ setuptools==82.0.1
     #   markupsafe
     #   maturin
     #   multiprocess
+    #   oci
+    #   oracledb
     #   pathspec
     #   pluggy
     #   polyleven
diff --git a/requirements.hashes.source.txt b/requirements.hashes.source.txt
index b8a4d63a8..c18fbb145 100644
--- a/requirements.hashes.source.txt
+++ b/requirements.hashes.source.txt
@@ -2,9 +2,9 @@
 #    uv pip compile requirements.source.txt --refresh --generate-hashes --python-version 3.12 --emit-index-url --no-deps --no-annotate
 --index-url https://pypi.org/simple
 
-a2a-sdk==0.3.24 \
-    --hash=sha256:3581e6e8a854cd725808f5732f90b7978e661b6d4e227a4755a8f063a3c1599d \
-    --hash=sha256:7b248767096bb55311f57deebf6b767349388d94c1b376c60cb8f6b715e053f6
+a2a-sdk==0.3.25 \
+    --hash=sha256:2fce38faea82eb0b6f9f9c2bcf761b0d78612c80ef0e599b50d566db1b2654b5 \
+    --hash=sha256:afda85bab8d6af0c5d15e82f326c94190f6be8a901ce562d045a338b7127242f
 accelerate==1.13.0 \
     --hash=sha256:cf1a3efb96c18f7b152eb0fa7490f3710b19c3f395699358f08decca2b8b62e0 \
     --hash=sha256:d631b4e0f5b3de4aff2d7e9e6857d164810dfc3237d54d017f075122d057b236
@@ -23,9 +23,9 @@ azure-identity==1.25.2 \
 blobfile==3.2.0 \
     --hash=sha256:78514a9265b9aa7d4607042dc77c5e6461ab27036450ad8e1f6ef9a7f29bf958 \
     --hash=sha256:e5e4095477da9f09e2077f41320c006001b2102a61f07d41ceaaecdf5d9741d8
-cachetools==7.0.4 \
-    --hash=sha256:0c8bb1b9ec8194fa4d764accfde602dfe52f70d0f311e62792d4c3f8c051b1e9 \
-    --hash=sha256:7042c0e4eea87812f04744ce6ee9ed3de457875eb1f82d8a206c46d6e48b6734
+cachetools==7.0.5 \
+    --hash=sha256:0cd042c24377200c1dcd225f8b7b12b0ca53cc2c961b43757e774ebe190fd990 \
+    --hash=sha256:46bc8ebefbe485407621d0a4264b23c080cedd913921bad7ac3ed2f26c183114
 certifi==2026.2.25 \
     --hash=sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa \
     --hash=sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7
@@ -171,6 +171,9 @@ charset-normalizer==3.4.5 \
     --hash=sha256:f8102ae93c0bc863b1d41ea0f4499c20a83229f52ed870850892df555187154a \
     --hash=sha256:fc1c64934b8faf7584924143eb9db4770bbdb16659626e1a1a4d9efbcb68d947 \
     --hash=sha256:ff95a9283de8a457e6b12989de3f9f5193430f375d64297d323a615ea52cbdb3
+circuitbreaker==2.1.3 \
+    --hash=sha256:1a4baee510f7bea3c91b194dcce7c07805fe96c4423ed5594b75af438531d084 \
+    --hash=sha256:87ba6a3ed03fdc7032bc175561c2b04d52ade9d5faf94ca2b035fbdc5e6b1dd1
 emoji==2.15.0 \
     --hash=sha256:205296793d66a89d88af4688fa57fd6496732eb48917a87175a023c8138995eb \
     --hash=sha256:eae4ab7d86456a70a00a985125a03263a5eac54cd55e51d7e184b1ed3b6757e4
@@ -256,9 +259,9 @@ fastuuid==0.14.0 \
     --hash=sha256:ec27778c6ca3393ef662e2762dba8af13f4ec1aaa32d08d77f71f2a70ae9feb8 \
     --hash=sha256:f54d5b36c56a2d5e1a31e73b950b28a0d83eb0c37b91d10408875a5a29494bad \
     --hash=sha256:f74631b8322d2780ebcf2d2d75d58045c3e9378625ec51865fe0b5620800c39d
-filelock==3.25.0 \
-    --hash=sha256:5ccf8069f7948f494968fc0713c10e5c182a9c9d9eef3a636307a20c2490f047 \
-    --hash=sha256:8f00faf3abf9dc730a1ffe9c354ae5c04e079ab7d3a683b7c32da5dd05f26af3
+filelock==3.25.1 \
+    --hash=sha256:18972df45473c4aa2c7921b609ee9ca4925910cc3a0fb226c96b92fc224ef7bf \
+    --hash=sha256:b9a2e977f794ef94d77cdf7d27129ac648a61f585bff3ca24630c1629f701aa9
 google-api-core==2.30.0 \
     --hash=sha256:02edfa9fab31e17fc0befb5f161b3bf93c9096d99aed584625f38065c511ad9b \
     --hash=sha256:80be49ee937ff9aba0fd79a6eddfde35fe658b9953ab9b79c57dd7061afa8df5
@@ -340,18 +343,18 @@ jsonpath-ng==1.8.0 \
 langdetect==1.0.9 \
     --hash=sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a \
     --hash=sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0
-litellm==1.82.0 \
-    --hash=sha256:5496b5d4532cccdc7a095c21cbac4042f7662021c57bc1d17be4e39838929e80 \
-    --hash=sha256:d388f52447daccbcaafa19a3e68d17b75f1374b5bf2cde680d65e1cd86e50d22
-llama-stack==0.4.3 \
-    --hash=sha256:423207eae2b640894992a9075ff9dd6300ff904ab06a49fe38cfe0bb809d4669 \
-    --hash=sha256:70d379ae9dbb5b1d0693f14054d9817aba183ffcd805133f0a4442baee132c6d
-llama-stack-api==0.4.4 \
-    --hash=sha256:3973ca3bacf86916e04e521f77e7909533eec7364d32c3eabc35dc2976dbfe7d \
-    --hash=sha256:7bbc63330ed186502dcd48f65cae014dbeb788ba5690be738c98693cfcd2f599
-llama-stack-client==0.4.3 \
-    --hash=sha256:97b8cc5032bad4f0cdd1b0ae992cf44f5554679d315b7c40f46deb358c041f50 \
-    --hash=sha256:cb807be258206e8fedeb5e5ceba7be7108d3badb31d74199406808c3d1679c35
+litellm==1.82.1 \
+    --hash=sha256:a9ec3fe42eccb1611883caaf8b1bf33c9f4e12163f94c7d1004095b14c379eb2 \
+    --hash=sha256:bc8427cdccc99e191e08e36fcd631c93b27328d1af789839eb3ac01a7d281890
+llama-stack==0.5.2 \
+    --hash=sha256:581fda638088ee029aab20afe3c42ba8f7f6ef21c80bd9ebcae20bb13c3409d3 \
+    --hash=sha256:9334c781e4ded6520aa60c3301a9087e9fb8fdaea8e5f30f8e21d85b17231d8d
+llama-stack-api==0.5.2 \
+    --hash=sha256:6531556dd8bb6555d778360ecfcd850aad7a49a8172b68146995d538e71641f0 \
+    --hash=sha256:a272e4b803fe24a8ba7d22e6d904bf88abd118ba0b6610a20ff5dedb09f38ad7
+llama-stack-client==0.5.2 \
+    --hash=sha256:17c1bbad90f7699da4eb3cae256e8823caa4d2be945512a45c8c6f89ab899f28 \
+    --hash=sha256:473f4d67ac0b243b0fc29555a0203a742615d31bea606b4332d9e2f193f73d6a
 markupsafe==3.0.3 \
     --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
     --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
@@ -471,12 +474,18 @@ multiprocess==0.70.18 \
 nltk==3.9.3 \
     --hash=sha256:60b3db6e9995b3dd976b1f0fa7dec22069b2677e759c28eb69b62ddd44870522 \
     --hash=sha256:cb5945d6424a98d694c2b9a0264519fab4363711065a46aa0ae7a2195b92e71f
+oci==2.168.1 \
+    --hash=sha256:b941674171b41e999b8e3adb38d4797d7b42d2bb5ff40d17c26e8ce2a7d4b605 \
+    --hash=sha256:d106cfffc9153b5c9de628877c967ed87bbbfbbc9d411c97feee0eba8f2e4eab
 openai==2.26.0 \
     --hash=sha256:6151bf8f83802f036117f06cc8a57b3a4da60da9926826cc96747888b57f394f \
     --hash=sha256:b41f37c140ae0034a6e92b0c509376d907f3a66109935fba2c1b471a7c05a8fb
 opentelemetry-api==1.40.0 \
     --hash=sha256:159be641c0b04d11e9ecd576906462773eb97ae1b657730f0ecf64d32071569f \
     --hash=sha256:82dd69331ae74b06f6a874704be0cfaa49a1650e1537d4a813b86ecef7d0ecf9
+opentelemetry-distro==0.61b0 \
+    --hash=sha256:975b845f50181ad53753becf4fd4b123b54fa04df5a9d78812264436d6518981 \
+    --hash=sha256:f21d1ac0627549795d75e332006dd068877f00e461b1b2e8fe4568d6eb7b9590
 opentelemetry-exporter-otlp==1.40.0 \
     --hash=sha256:48c87e539ec9afb30dc443775a1334cc5487de2f72a770a4c00b1610bf6c697d \
     --hash=sha256:7caa0870b95e2fcb59d64e16e2b639ecffb07771b6cd0000b5d12e5e4fef765a
@@ -501,6 +510,38 @@ opentelemetry-sdk==1.40.0 \
 opentelemetry-semantic-conventions==0.61b0 \
     --hash=sha256:072f65473c5d7c6dc0355b27d6c9d1a679d63b6d4b4b16a9773062cb7e31192a \
     --hash=sha256:fa530a96be229795f8cef353739b618148b0fe2b4b3f005e60e262926c4d38e2
+oracledb==3.4.2 \
+    --hash=sha256:00c79448017f367bb7ab6900efe0706658a53768abea2b4519a4c9b2d5743890 \
+    --hash=sha256:0e16fe3d057e0c41a23ad2ae95bfa002401690773376d476be608f79ac74bf05 \
+    --hash=sha256:0f04a2d62073407672f114d02529921de0677c6883ed7c64d8d1a3c04caa3238 \
+    --hash=sha256:1617a1db020346883455af005efbefd51be2c4d797e43b1b38455a19f8526b48 \
+    --hash=sha256:19fa80ef84f85ad74077aa626067bbe697e527bd39604b4209f9d86cb2876b89 \
+    --hash=sha256:1e4930d7f6584832dcc15b8ca415a7957b0c45f5aa7c4f88702e070e5c53bf93 \
+    --hash=sha256:23aa07c1eaca17ae74c6fdc86b218f58484d56452958aead1aa460c0596a76c1 \
+    --hash=sha256:31b7ee83c23d0439778303de8a675717f805f7e8edb5556d48c4d8343bcf14f5 \
+    --hash=sha256:3df8eee1410d25360599968b1625b000f10c5ae0e47274031a7842a9dc418890 \
+    --hash=sha256:404ec1451d0448653ee074213b87d6c5bd65eaa74b50083ddf2c9c3e11c71c71 \
+    --hash=sha256:46e0f2278ff1fe83fbc33a3b93c72d429323ec7eed47bc9484e217776cd437e5 \
+    --hash=sha256:55397e7eb43bb7017c03a981c736c25724182f5210951181dfe3fab0e5d457fb \
+    --hash=sha256:574c8280d49cbbe21dbe03fc28356d9b9a5b9e300ebcde6c6d106e51453a7e65 \
+    --hash=sha256:59ad6438f56a25e8e1a4a3dd1b42235a5d09ab9ba417ff2ad14eae6596f3d06f \
+    --hash=sha256:5d7befb014174c5ae11c3a08f5ed6668a25ab2335d8e7104dca70d54d54a5b3a \
+    --hash=sha256:5ed78d7e7079a778062744ccf42141ce4806818c3f4dd6463e4a7edd561c9f86 \
+    --hash=sha256:643c25d301a289a371e37fcedb59e5fa5e54fb321708e5c12821c4b55bdd8a4d \
+    --hash=sha256:6d85622664cc88d5a82bbd7beccb62cd53bd272c550a5e15e7d5f8ae6b86f1f1 \
+    --hash=sha256:9f434a739405557bd57cb39b62238142bb27855a524a70dc6d397a2a8c576c9d \
+    --hash=sha256:a7396664e592881225ba66385ee83ce339d864f39003d6e4ca31a894a7e7c552 \
+    --hash=sha256:ac25a0448fc830fb7029ad50cd136cdbfcd06975d53967e269772cc5cb8c203a \
+    --hash=sha256:b1095d95d0c8b37e4d0e17cf1928919cb59222b6344362a1cf6a2f3ca205a28a \
+    --hash=sha256:b26a10f9c790bd141ffc8af68520803ed4a44a9258bf7d1eea9bfdd36bd6df7f \
+    --hash=sha256:b8e4b8a852251cef09038b75f30fce1227010835f4e19cfbd436027acba2697c \
+    --hash=sha256:b974caec2c330c22bbe765705a5ac7d98ec3022811dec2042d561a3c65cb991b \
+    --hash=sha256:d7ce75c498bff758548ec6e4424ab4271aa257e5887cc436a54bc947fd46199a \
+    --hash=sha256:d8d75e4f879b908be66cce05ba6c05791a5dbb4a15e39abc01aa25c8a2492bd9 \
+    --hash=sha256:e068ef844a327877bfefbef1bc6fb7284c727bb87af80095f08d95bcaf7b8bb2 \
+    --hash=sha256:f8ea989965a4f636a309444bd696ab877bba373d5d67bf744785f9bd8c560865 \
+    --hash=sha256:f93cae08e8ed20f2d5b777a8602a71f9418389c661d2c937e84d94863e7e7011 \
+    --hash=sha256:ff3c89cecea62af8ca02aa33cab0f2edc0214c747eac7d3364ed6b2640cb55e4
 polyleven==0.11.0 \
     --hash=sha256:046e90c02c5b8dae2ab71c4fb33772bd6f27b7883b05e2117573bf478b5ced44 \
     --hash=sha256:05207bb66da15a2dc5c530e2f5cb5f0588d0a7e79b3bd542965f9e06e3fb14fe \
@@ -661,9 +702,12 @@ pydantic-settings==2.13.1 \
 pyjwt==2.11.0 \
     --hash=sha256:35f95c1f0fbe5d5ba6e43f00271c275f7a1a4db1dab27bf708073b75318ea623 \
     --hash=sha256:94a6bde30eb5c8e04fee991062b534071fd1439ef58d2adc9ccb823e7bcd0469
-pythainlp==5.2.0 \
-    --hash=sha256:04c6e4bdd806204be742f139b1f2e666411c4509c270dfff1a8b5afa69d36d2b \
-    --hash=sha256:fd64d6b3d33973782390822e74b8e2c9b867760eeed19d0d218945165b431e35
+pyopenssl==25.3.0 \
+    --hash=sha256:1fda6fc034d5e3d179d39e59c1895c9faeaf40a79de5fc4cbbfbe0d36f4a77b6 \
+    --hash=sha256:c981cb0a3fd84e8602d7afc209522773b94c1c2446a3c710a75b06fe1beae329
+pythainlp==5.3.0 \
+    --hash=sha256:4b57c827cf9f9d4d35b5013946e027d4d6ce64f3779c1c9d1cb2e9ea97b33b8e \
+    --hash=sha256:9018388f1d0c8ef66838dd1662e1369713c31a7d3efa27cc31d36d259969045d
 python-dotenv==1.2.2 \
     --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \
     --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
diff --git a/src/constants.py b/src/constants.py
index 0c5437fb2..39dbb9fe0 100644
--- a/src/constants.py
+++ b/src/constants.py
@@ -2,7 +2,7 @@
 
 # Minimal and maximal supported Llama Stack version
 MINIMAL_SUPPORTED_LLAMA_STACK_VERSION = "0.2.17"
-MAXIMAL_SUPPORTED_LLAMA_STACK_VERSION = "0.4.3"
+MAXIMAL_SUPPORTED_LLAMA_STACK_VERSION = "0.5.2"
 
 UNABLE_TO_PROCESS_RESPONSE = "Unable to process this request"
 
diff --git a/src/utils/responses.py b/src/utils/responses.py
index bdced0f71..2943d1ac3 100644
--- a/src/utils/responses.py
+++ b/src/utils/responses.py
@@ -1139,15 +1139,16 @@ def _extract_text_from_content(
 
     text_fragments: list[str] = []
     for part in content:
-        if part.type == "input_text":
+        part_type = getattr(part, "type", None)
+        if part_type == "input_text":
             input_text_part = cast(InputTextPart, part)
             if input_text_part.text:
                 text_fragments.append(input_text_part.text.strip())
-        elif part.type == "output_text":
+        elif part_type == "output_text":
             output_text_part = cast(OutputTextPart, part)
             if output_text_part.text:
                 text_fragments.append(output_text_part.text.strip())
-        elif part.type == "refusal":
+        elif part_type == "refusal":
             refusal_part = cast(ContentPartRefusal, part)
             if refusal_part.refusal:
                 text_fragments.append(refusal_part.refusal.strip())
diff --git a/tests/e2e/features/info.feature b/tests/e2e/features/info.feature
index 7b16933af..e3c2c066c 100644
--- a/tests/e2e/features/info.feature
+++ b/tests/e2e/features/info.feature
@@ -16,7 +16,7 @@ Feature: Info tests
      When I access REST API endpoint "info" using HTTP GET method
      Then The status code of the response is 200
       And The body of the response has proper name Lightspeed Core Service (LCS) and version 0.4.2
-      And The body of the response has llama-stack version 0.4.3
+      And The body of the response has llama-stack version 0.5.2
 
   @skip-in-library-mode
   Scenario: Check if info endpoint reports error when llama-stack connection is not working
diff --git a/uv.lock b/uv.lock
index 6a3dc24e1..d9651cd51 100644
--- a/uv.lock
+++ b/uv.lock
@@ -468,6 +468,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/52/93/342cc62a70ab727e093ed98e02a725d85b746345f05d2b5e5034649f4ec8/chevron-0.14.0-py3-none-any.whl", hash = "sha256:fbf996a709f8da2e745ef763f482ce2d311aa817d287593a5b990d6d6e4f0443", size = 11595, upload-time = "2021-01-02T22:47:57.847Z" },
 ]
 
+[[package]]
+name = "circuitbreaker"
+version = "2.1.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/df/ac/de7a92c4ed39cba31fe5ad9203b76a25ca67c530797f6bb420fff5f65ccb/circuitbreaker-2.1.3.tar.gz", hash = "sha256:1a4baee510f7bea3c91b194dcce7c07805fe96c4423ed5594b75af438531d084", size = 10787, upload-time = "2025-03-31T08:12:08.963Z" }
+wheels = [
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