diff --git a/infrastructure/rag/Chart.lock b/infrastructure/rag/Chart.lock
index 53e3b66f..569e5597 100644
--- a/infrastructure/rag/Chart.lock
+++ b/infrastructure/rag/Chart.lock
@@ -1,10 +1,10 @@
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: 1.5.31
+  version: 1.5.37
 - name: qdrant
   repository: https://qdrant.github.io/qdrant-helm
-  version: 1.18.0
+  version: 1.18.2
 - name: minio
   repository: https://charts.bitnami.com/bitnami
   version: 15.0.7
@@ -13,6 +13,6 @@ dependencies:
   version: 0.48.0
 - name: ollama
   repository: https://otwld.github.io/ollama-helm/
-  version: 1.57.0
-digest: sha256:9406fa5588edf87df0a206590722cd2cde491ef4804f01535deace1982117ed2
-generated: "2026-05-31T03:44:56.57539524Z"
+  version: 1.65.0
+digest: sha256:3adabc826412a905d438e5fbe772b1c0d865ae3426261f569577305923b74eef
+generated: "2026-07-12T00:42:18.289603431Z"
diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml
index 85da571f..b139c104 100644
--- a/infrastructure/rag/Chart.yaml
+++ b/infrastructure/rag/Chart.yaml
@@ -10,10 +10,10 @@ appVersion: "v4.2.0"
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: "1.5.31"
+  version: "1.5.37"
   condition: features.langfuse.enabled
 - name: qdrant
-  version: 1.18.0
+  version: 1.18.2
   repository: "https://qdrant.github.io/qdrant-helm"
   condition: features.qdrant.enabled
 - name: minio
@@ -27,6 +27,6 @@ dependencies:
   condition: features.keydb.enabled
 - name: ollama
   alias: ollama
-  version: 1.57.0
+  version: 1.65.0
   repository: https://otwld.github.io/ollama-helm/
   condition: features.ollama.enabled
diff --git a/infrastructure/rag/values.yaml b/infrastructure/rag/values.yaml
index ad2d7b62..9409bb5d 100644
--- a/infrastructure/rag/values.yaml
+++ b/infrastructure/rag/values.yaml
@@ -569,14 +569,14 @@ langfuse:
     web:
       image:
         repository: langfuse/langfuse
-        tag: "3.175.0"
+        tag: "3.205.0"
         pullPolicy: Always
 
     # Worker deployment configuration
     worker:
       image:
         repository: langfuse/langfuse-worker
-        tag: "3.175.0"
+        tag: "3.205.0"
         pullPolicy: Always
       port: 3030
 
diff --git a/infrastructure/server-setup/base-setup/Chart.lock b/infrastructure/server-setup/base-setup/Chart.lock
index d8f9a999..cab3c686 100644
--- a/infrastructure/server-setup/base-setup/Chart.lock
+++ b/infrastructure/server-setup/base-setup/Chart.lock
@@ -1,9 +1,9 @@
 dependencies:
 - name: cert-manager
   repository: https://charts.jetstack.io
-  version: v1.20.2
+  version: v1.20.3
 - name: ingress-nginx
   repository: https://kubernetes.github.io/ingress-nginx
   version: 4.15.1
-digest: sha256:47749211262aa6b425744396158b8f23f8de48be0813dc1027b30bd6a7f16266
-generated: "2026-05-31T03:45:07.330797418Z"
+digest: sha256:3783e337d0eaf9a857439606fe35d63fd835527d173332fb6a40c86efc09816e
+generated: "2026-07-12T00:42:30.077972713Z"
diff --git a/infrastructure/server-setup/base-setup/Chart.yaml b/infrastructure/server-setup/base-setup/Chart.yaml
index dd257e0d..d5c7ab7b 100644
--- a/infrastructure/server-setup/base-setup/Chart.yaml
+++ b/infrastructure/server-setup/base-setup/Chart.yaml
@@ -7,7 +7,7 @@ version: 0.0.1
 appVersion: "0.0.1"
 dependencies:
 - name: cert-manager
-  version: "v1.20.2"
+  version: "v1.20.3"
   repository: https://charts.jetstack.io
 - name: ingress-nginx
   version: "4.15.1"
diff --git a/infrastructure/terraform/main.tf b/infrastructure/terraform/main.tf
index 2bad9d6e..d657821e 100644
--- a/infrastructure/terraform/main.tf
+++ b/infrastructure/terraform/main.tf
@@ -3,7 +3,7 @@ terraform {
   required_providers {
     stackit = {
       source  = "stackitcloud/stackit"
-      version = "~> 0.96.0"
+      version = "~> 0.101.0"
     }
   }
 }
diff --git a/libs/admin-api-lib/poetry.lock b/libs/admin-api-lib/poetry.lock
index 4235a7cb..8ee88662 100644
--- a/libs/admin-api-lib/poetry.lock
+++ b/libs/admin-api-lib/poetry.lock
@@ -335,43 +335,43 @@ uvloop = ["uvloop (>=0.15.2) ; sys_platform != \"win32\"", "winloop (>=0.5.0) ;
 
 [[package]]
 name = "boto3"
-version = "1.42.44"
+version = "1.43.46"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "boto3-1.42.44-py3-none-any.whl", hash = "sha256:32e995b0d56e19422cff22f586f698e8924c792eb00943de9c517ff4607e4e18"},
-    {file = "boto3-1.42.44.tar.gz", hash = "sha256:d5601ea520d30674c1d15791a1f98b5c055e973c775e1d9952ccc09ee5913c4e"},
+    {file = "boto3-1.43.46-py3-none-any.whl", hash = "sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c"},
+    {file = "boto3-1.43.46.tar.gz", hash = "sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96"},
 ]
 
 [package.dependencies]
-botocore = ">=1.42.44,<1.43.0"
+botocore = ">=1.43.46,<1.44.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.16.0,<0.17.0"
+s3transfer = ">=0.19.0,<0.20.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.42.44"
+version = "1.43.46"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "botocore-1.42.44-py3-none-any.whl", hash = "sha256:ba406b9243a20591ee87d53abdb883d46416705cebccb639a7f1c923f9dd82df"},
-    {file = "botocore-1.42.44.tar.gz", hash = "sha256:47ba27360f2afd2c2721545d8909217f7be05fdee16dd8fc0b09589535a0701c"},
+    {file = "botocore-1.43.46-py3-none-any.whl", hash = "sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60"},
+    {file = "botocore-1.43.46.tar.gz", hash = "sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533"},
 ]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
-urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
+urllib3 = ">=1.25.4,<2.2.0 || >2.2.0,<3"
 
 [package.extras]
-crt = ["awscrt (==0.29.2)"]
+crt = ["awscrt (==0.32.2)"]
 
 [[package]]
 name = "certifi"
@@ -616,217 +616,182 @@ cron = ["capturer (>=2.4)"]
 
 [[package]]
 name = "coverage"
-version = "7.13.4"
+version = "7.15.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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-    {file = "coverage-7.13.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a32ebc02a1805adf637fc8dec324b5cdacd2e493515424f70ee33799573d661b"},
-    {file = "coverage-7.13.4-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:e24f9156097ff9dc286f2f913df3a7f63c0e333dcafa3c196f2c18b4175ca09a"},
-    {file = "coverage-7.13.4-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:8041b6c5bfdc03257666e9881d33b1abc88daccaf73f7b6340fb7946655cd10f"},
-    {file = "coverage-7.13.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2a09cfa6a5862bc2fc6ca7c3def5b2926194a56b8ab78ffcf617d28911123012"},
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-    {file = "coverage-7.13.4-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e101609bcbbfb04605ea1027b10dc3735c094d12d40826a60f897b98b1c30256"},
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 ]
 
 [package.extras]
@@ -880,14 +845,14 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.136.3"
+version = "0.139.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1951,28 +1916,27 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.4.1"
+version = "0.4.2"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
-dataclasses-json = ">=0.6.7,<0.7.0"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain-classic = ">=1.0.0,<2.0.0"
-langchain-core = ">=1.0.1,<2.0.0"
+langchain-classic = ">=1.0.7,<2.0.0"
+langchain-core = ">=1.4.0,<2.0.0"
 langsmith = ">=0.1.125,<1.0.0"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.10.1,<3.0.0"
-PyYAML = ">=5.3.0,<7.0.0"
+pyyaml = ">=5.3.0,<7.0.0"
 requests = ">=2.32.5,<3.0.0"
-SQLAlchemy = ">=1.4.0,<3.0.0"
+sqlalchemy = ">=1.4.0,<3.0.0"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
@@ -2000,19 +1964,19 @@ uuid-utils = ">=0.12.0,<1.0"
 
 [[package]]
 name = "langchain-experimental"
-version = "0.4.1"
+version = "0.4.2"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.10"
 groups = ["main"]
 files = [
-    {file = "langchain_experimental-0.4.1-py3-none-any.whl", hash = "sha256:b6ee2f42b50aaadb45e581439ecf5ee50f3a6a0986d52e74d1e64721309e387d"},
-    {file = "langchain_experimental-0.4.1.tar.gz", hash = "sha256:ab6b19a0b98fbc15225fbfcf096176fec339b7e3e930bcf328bb717985fc1da5"},
+    {file = "langchain_experimental-0.4.2-py3-none-any.whl", hash = "sha256:fd98b9948cb6f991e0f632ea3d5fb839bcfe21e6d5a190a51126a76270a66d40"},
+    {file = "langchain_experimental-0.4.2.tar.gz", hash = "sha256:1130fa7ecad5959e687295b2f7850ae3e5d8eeee6796bf9e99910806475d8acc"},
 ]
 
 [package.dependencies]
-langchain-community = ">=0.4.0,<1.0.0"
-langchain-core = ">=1.0.0,<2.0.0"
+langchain-community = ">=0.4.2,<1.0.0"
+langchain-core = ">=1.4.0,<2.0.0"
 
 [[package]]
 name = "langchain-openai"
@@ -2063,14 +2027,14 @@ langchain-core = ">=1.2.31,<2.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.14.1"
+version = "3.15.0"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.10"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.14.1-py3-none-any.whl", hash = "sha256:17bed605dbfc9947cbd1738a715f6d27c1b80b6da9f2946586171958fa5820d0"},
-    {file = "langfuse-3.14.1.tar.gz", hash = "sha256:404a6104cd29353d7829aa417ec46565b04917e5599afdda96c5b0865f4bc991"},
+    {file = "langfuse-3.15.0-py3-none-any.whl", hash = "sha256:66a3c2b75af9402ffc13690fce73181325d6f78e723463e38844b317d37279ac"},
+    {file = "langfuse-3.15.0.tar.gz", hash = "sha256:4b6453c82c8159e5f0655ced24b145ed8279b47382a6b4a6d7a57111ef922181"},
 ]
 
 [package.dependencies]
@@ -2082,7 +2046,6 @@ opentelemetry-exporter-otlp-proto-http = ">=1.33.1,<2.0.0"
 opentelemetry-sdk = ">=1.33.1,<2.0.0"
 packaging = ">=23.2,<26.0"
 pydantic = ">=1.10.7,<3.0"
-requests = ">=2,<3"
 wrapt = ">=1.14,<2.0"
 
 [[package]]
@@ -2400,7 +2363,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "lint"]
+groups = ["lint"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -3283,14 +3246,14 @@ dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
-    {file = "pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9"},
-    {file = "pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c"},
+    {file = "pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c"},
+    {file = "pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313"},
 ]
 
 [package.dependencies]
@@ -3305,21 +3268,21 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests
 
 [[package]]
 name = "pytest-asyncio"
-version = "1.3.0"
+version = "1.4.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
-    {file = "pytest_asyncio-1.3.0-py3-none-any.whl", hash = "sha256:611e26147c7f77640e6d0a92a38ed17c3e9848063698d5c93d5aa7aa11cebff5"},
-    {file = "pytest_asyncio-1.3.0.tar.gz", hash = "sha256:d7f52f36d231b80ee124cd216ffb19369aa168fc10095013c6b014a34d3ee9e5"},
+    {file = "pytest_asyncio-1.4.0-py3-none-any.whl", hash = "sha256:933ca923a23075a87fb7070c0ec272a6848489824d887c85c812670932835aa1"},
+    {file = "pytest_asyncio-1.4.0.tar.gz", hash = "sha256:c6c0d2259945122819f171a32ecea2c349ead889ee28176caaf492143424be42"},
 ]
 
 [package.dependencies]
-pytest = ">=8.2,<10"
+pytest = ">=8.4,<10"
 
 [package.extras]
-docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)", "sphinx-tabs (>=3.5)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
@@ -3732,14 +3695,14 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "s3transfer"
-version = "0.16.0"
+version = "0.19.1"
 description = "An Amazon S3 Transfer Manager"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "s3transfer-0.16.0-py3-none-any.whl", hash = "sha256:18e25d66fed509e3868dc1572b3f427ff947dd2c56f844a5bf09481ad3f3b2fe"},
-    {file = "s3transfer-0.16.0.tar.gz", hash = "sha256:8e990f13268025792229cd52fa10cb7163744bf56e719e0b9cb925ab79abf920"},
+    {file = "s3transfer-0.19.1-py3-none-any.whl", hash = "sha256:d5fd7005ee39307455ad5f310b5ea67f4b1960d7fed5b3671ee50c249de675de"},
+    {file = "s3transfer-0.19.1.tar.gz", hash = "sha256:d3d6371dc3f1e5c5427b2b457bcf13bcf87bec334c95aed18642eae61f6926f3"},
 ]
 
 [package.dependencies]
@@ -4051,25 +4014,24 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
 [[package]]
 name = "tqdm"
-version = "4.67.3"
+version = "4.68.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "tqdm-4.67.3-py3-none-any.whl", hash = "sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf"},
-    {file = "tqdm-4.67.3.tar.gz", hash = "sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb"},
+    {file = "tqdm-4.68.4-py3-none-any.whl", hash = "sha256:5168118b2368f48c561afda8020fd79195b1bdb0bdf8086b88442c267a315dc2"},
+    {file = "tqdm-4.68.4.tar.gz", hash = "sha256:19829c9673638f2a0b8617da4cdcb927e831cd88bcfcb6e78d42a4d1af131520"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
-discord = ["requests"]
+discord = ["envwrap", "requests"]
 notebook = ["ipywidgets (>=6)"]
-slack = ["slack-sdk"]
-telegram = ["requests"]
+slack = ["envwrap", "slack-sdk"]
+telegram = ["envwrap", "requests"]
 
 [[package]]
 name = "typing-extensions"
@@ -4083,22 +4045,6 @@ files = [
     {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"},
 ]
 
-[[package]]
-name = "typing-inspect"
-version = "0.9.0"
-description = "Runtime inspection utilities for typing module."
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
-    {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
-]
-
-[package.dependencies]
-mypy-extensions = ">=0.3.0"
-typing-extensions = ">=3.7.4"
-
 [[package]]
 name = "typing-inspection"
 version = "0.4.2"
@@ -4166,14 +4112,14 @@ files = [
 
 [[package]]
 name = "uvicorn"
-version = "0.47.0"
+version = "0.50.2"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.47.0-py3-none-any.whl", hash = "sha256:2c5715bc12d1892d84752049f400cd1c3cb018514967fdfeb97640443a6a9432"},
-    {file = "uvicorn-0.47.0.tar.gz", hash = "sha256:7c9a0ea1a9414106bbab7324609c162d8fa0cdcdcb703060987269d77c7bb533"},
+    {file = "uvicorn-0.50.2-py3-none-any.whl", hash = "sha256:4ae72a385630bcc17a0adb8290f26c993865e0b43a2114c2aab96420172c056a"},
+    {file = "uvicorn-0.50.2.tar.gz", hash = "sha256:b92bf03509b82bcb9d49e7335b4fd364518ad021c2dc18b4e6a2fec8c955a0bb"},
 ]
 
 [package.dependencies]
@@ -4181,7 +4127,7 @@ click = ">=7.0"
 h11 = ">=0.8"
 
 [package.extras]
-standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.20)", "websockets (>=10.4)"]
+standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.8.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.20)", "websockets (>=13.0)"]
 
 [[package]]
 name = "websockets"
@@ -4748,4 +4694,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "29e4b4e41b01cf5e5b2a3479cfc087c887062bca0298b693e76a47044fbe9e5a"
+content-hash = "399832569ac0d0405107189f602d717e3b1dbad763740a04ea8556eb147d4d49"
diff --git a/libs/admin-api-lib/pyproject.toml b/libs/admin-api-lib/pyproject.toml
index 0617402f..11750b32 100644
--- a/libs/admin-api-lib/pyproject.toml
+++ b/libs/admin-api-lib/pyproject.toml
@@ -115,8 +115,8 @@ debugpy = "^1.8.14"
 [tool.poetry.dependencies]
 rag-core-lib = {path = "../rag-core-lib", develop = true}
 python = "^3.13"
-uvicorn = "^0.47.0"
-fastapi = "^0.136.0"
+uvicorn = "^0.50.0"
+fastapi = "^0.139.0"
 dependency-injector = "^4.46.0"
 python-dateutil = "^2.9.0.post0"
 tenacity = "9.1.4"
diff --git a/libs/extractor-api-lib/pyproject.toml b/libs/extractor-api-lib/pyproject.toml
index 608737e6..5be6a596 100644
--- a/libs/extractor-api-lib/pyproject.toml
+++ b/libs/extractor-api-lib/pyproject.toml
@@ -88,8 +88,8 @@ wheel = "^0.47.0"
 botocore = "^1.38.10"
 fasttext = "^0.9.3"
 pytesseract = "^0.3.10"
-fastapi = "^0.136.0"
-uvicorn = "^0.47.0"
+fastapi = "^0.139.0"
+uvicorn = "^0.50.0"
 dependency-injector = "^4.46.0"
 pydantic-settings = "^2.9.1"
 boto3 = "^1.38.10"
@@ -97,7 +97,7 @@ rag-core-lib = {path = "../rag-core-lib", develop = true}
 python-multipart = "^0.0.32"
 oauthlib = "^3.2.2"
 requests-oauthlib = "^2.0.0"
-pdfplumber = "0.11.9"
+pdfplumber = "0.11.10"
 tesserocr = "^2.9.1"
 opencv-python-headless = "4.13.0.92"
 pdf2image = "1.17.0"
@@ -109,7 +109,7 @@ partial = "^1.0"
 pyyaml = "^6.0.2"
 numpy = "^2.2.5"
 docx2txt = "^0.9"
-unstructured = {extras = ["docx", "pptx"], version = "0.18.31"}
+unstructured = {extras = ["docx", "pptx"], version = "0.23.1"}
 html5lib = "^1.1"
 langchain-community = "^0.4.1"
 atlassian-python-api = "^4.0.3"
@@ -122,7 +122,7 @@ mammoth = "^1.11.0"
 pypandoc-binary = "^1.15"
 starlette = ">=1.0.1"
 markitdown = {version = "^0.1.3", extras = ["all"]}
-docling = "2.97.0"
+docling = "2.110.0"
 docling-core = ">=2.74.1,<3.0.0"
 torch = [
   { version = "2.10.0", source = "pytorch_cpu", markers = "sys_platform == 'darwin'" },
diff --git a/libs/poetry.lock b/libs/poetry.lock
index 79d28590..c8e62395 100644
--- a/libs/poetry.lock
+++ b/libs/poetry.lock
@@ -180,118 +180,103 @@ markers = {lint = "platform_system == \"Windows\"", test = "sys_platform == \"wi
 
 [[package]]
 name = "coverage"
-version = "7.14.1"
+version = "7.15.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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 ]
 
 [[package]]
@@ -351,14 +336,14 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.136.3"
+version = "0.139.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-    {file = "fastapi-0.136.3.tar.gz", hash = "sha256:e487fae93ad408e6f47641ee4dfe389864fd7bec92e547ea8498fc13f43e83ab"},
+    {file = "fastapi-0.139.0-py3-none-any.whl", hash = "sha256:cf15e1e9e667ddb0ad63811e60bd11390d1aac838ca4a7a23f421807b2308189"},
+    {file = "fastapi-0.139.0.tar.gz", hash = "sha256:99ab7b2d92223c76d6cf10757ab3f89d45b38267fc20b2a136cf02f6beac3145"},
 ]
 
 [package.dependencies]
@@ -1116,14 +1101,14 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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-    {file = "pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c"},
+    {file = "pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c"},
+    {file = "pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313"},
 ]
 
 [package.dependencies]
@@ -1138,21 +1123,21 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests
 
 [[package]]
 name = "pytest-asyncio"
-version = "1.3.0"
+version = "1.4.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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+    {file = "pytest_asyncio-1.4.0.tar.gz", hash = "sha256:c6c0d2259945122819f171a32ecea2c349ead889ee28176caaf492143424be42"},
 ]
 
 [package.dependencies]
-pytest = ">=8.2,<10"
+pytest = ">=8.4,<10"
 
 [package.extras]
-docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)", "sphinx-tabs (>=3.5)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
@@ -1388,4 +1373,4 @@ typing-extensions = ">=4.12.0"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "2d2bdf1c95f3a486909df42e3f40592b4f0e90bdcb83c59721077e704d68b782"
+content-hash = "df113d71fb7e420bfba0bc95e804b99b99458847679bdf43ba1b751228e25792"
diff --git a/libs/pyproject.toml b/libs/pyproject.toml
index c94877a6..fc2d0c04 100644
--- a/libs/pyproject.toml
+++ b/libs/pyproject.toml
@@ -65,7 +65,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry.dependencies]
 python = "^3.13"
-fastapi = "^0.136.0"
+fastapi = "^0.139.0"
 
 [tool.poetry.group.test.dependencies]
 pytest = "^9.0.3"
diff --git a/libs/rag-core-api/poetry.lock b/libs/rag-core-api/poetry.lock
index 645946b3..4b232585 100644
--- a/libs/rag-core-api/poetry.lock
+++ b/libs/rag-core-api/poetry.lock
@@ -610,158 +610,127 @@ markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"",
 
 [[package]]
 name = "coverage"
-version = "7.13.4"
+version = "7.15.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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@@ -789,82 +758,78 @@ vision = ["Pillow (>=9.4.0)"]
 
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 ]
 
 [package.extras]
@@ -963,14 +928,14 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.136.3"
+version = "0.139.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "fastapi-0.136.3-py3-none-any.whl", hash = "sha256:3d2a69bdf04b7e9f3afa292c3bc7a98816bbfafa10bc9b45f3f3700d2f761620"},
-    {file = "fastapi-0.136.3.tar.gz", hash = "sha256:e487fae93ad408e6f47641ee4dfe389864fd7bec92e547ea8498fc13f43e83ab"},
+    {file = "fastapi-0.139.0-py3-none-any.whl", hash = "sha256:cf15e1e9e667ddb0ad63811e60bd11390d1aac838ca4a7a23f421807b2308189"},
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 ]
 
 [package.dependencies]
@@ -2216,40 +2181,39 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.4.1"
+version = "0.4.2"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
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+    {file = "langchain_community-0.4.2-py3-none-any.whl", hash = "sha256:84dd8c5122532394d5b6849a5fc9995ef28e4f77227daeb09f24b3d942e9e466"},
+    {file = "langchain_community-0.4.2.tar.gz", hash = "sha256:a99308160d53d7e9b5965ee665e5173709914338210089fd5788ad724432c21e"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
-dataclasses-json = ">=0.6.7,<0.7.0"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain-classic = ">=1.0.0,<2.0.0"
-langchain-core = ">=1.0.1,<2.0.0"
+langchain-classic = ">=1.0.7,<2.0.0"
+langchain-core = ">=1.4.0,<2.0.0"
 langsmith = ">=0.1.125,<1.0.0"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.10.1,<3.0.0"
-PyYAML = ">=5.3.0,<7.0.0"
+pyyaml = ">=5.3.0,<7.0.0"
 requests = ">=2.32.5,<3.0.0"
-SQLAlchemy = ">=1.4.0,<3.0.0"
+sqlalchemy = ">=1.4.0,<3.0.0"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "1.4.0"
+version = "1.4.7"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_core-1.4.0-py3-none-any.whl", hash = "sha256:23cbbdb46e38ddd1dd5247e6167e96013eae74bea4c5949c550809970a9e565c"},
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+    {file = "langchain_core-1.4.7-py3-none-any.whl", hash = "sha256:bcadd51951140ecdcba98311dbd931ba5de02a5ba8a2288dad5069c1eea2a13d"},
+    {file = "langchain_core-1.4.7.tar.gz", hash = "sha256:7a825d77de0a3f39adbd9d09612a75e85527e14a52c1601089bcc062972d9f2b"},
 ]
 
 [package.dependencies]
@@ -2265,19 +2229,19 @@ uuid-utils = ">=0.12.0,<1.0"
 
 [[package]]
 name = "langchain-ollama"
-version = "1.0.1"
+version = "1.1.0"
 description = "An integration package connecting Ollama and LangChain"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
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+    {file = "langchain_ollama-1.1.0-py3-none-any.whl", hash = "sha256:43ac83a6eacb0f43855810739794dd55019e0d9b17bdcf3ecb3b1991ac3b59dd"},
+    {file = "langchain_ollama-1.1.0.tar.gz", hash = "sha256:f776f56f6782ae4da7692579b94a6575906118318d1023b455d7207f9d059811"},
 ]
 
 [package.dependencies]
-langchain-core = ">=1.0.0,<2.0.0"
-ollama = ">=0.6.0,<1.0.0"
+langchain-core = ">=1.2.21,<2.0.0"
+ollama = ">=0.6.1,<1.0.0"
 
 [[package]]
 name = "langchain-openai"
@@ -2363,14 +2327,14 @@ six = "*"
 
 [[package]]
 name = "langfuse"
-version = "3.14.1"
+version = "3.15.0"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2382,23 +2346,22 @@ opentelemetry-exporter-otlp-proto-http = ">=1.33.1,<2.0.0"
 opentelemetry-sdk = ">=1.33.1,<2.0.0"
 packaging = ">=23.2,<26.0"
 pydantic = ">=1.10.7,<3.0"
-requests = ">=2,<3"
 wrapt = ">=1.14,<2.0"
 
 [[package]]
 name = "langgraph"
-version = "1.2.4"
+version = "1.2.9"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "langgraph-1.2.9.tar.gz", hash = "sha256:385f87bc1802c35af7e0aa479278ecba8582d103515eb48256cb2ddcd42d0bd4"},
 ]
 
 [package.dependencies]
-langchain-core = ">=1.4.0,<2"
+langchain-core = ">=1.4.7,<2"
 langgraph-checkpoint = ">=4.1.0,<5.0.0"
 langgraph-prebuilt = ">=1.1.0,<1.2.0"
 langgraph-sdk = ">=0.4.2,<0.5.0"
@@ -2899,7 +2862,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "lint"]
+groups = ["lint"]
 files = [
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@@ -3080,14 +3043,14 @@ symbolic = ["sympy"]
 
 [[package]]
 name = "openai"
-version = "2.41.0"
+version = "2.45.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3102,6 +3065,7 @@ typing-extensions = ">=4.14,<5"
 
 [package.extras]
 aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.9)"]
+bedrock = ["botocore (>=1.40.0,<1.43) ; python_version < \"3.10\"", "botocore (>=1.40.0,<2) ; python_version >= \"3.10\""]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 realtime = ["websockets (>=13,<16)"]
 voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
@@ -3492,103 +3456,99 @@ flake8 = ">=5.0.0"
 
 [[package]]
 name = "pillow"
-version = "12.2.0"
+version = "12.3.0"
 description = "Python Imaging Library (fork)"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "pillow-12.3.0.tar.gz", hash = "sha256:3b8182a766685eaa002637e28b4ec8d6b18819a0c71f579bf0dbaa5830297cce"},
 ]
 
 [package.extras]
@@ -3596,7 +3556,7 @@ docs = ["furo", "olefile", "sphinx (>=8.2)", "sphinx-autobuild", "sphinx-copybut
 fpx = ["olefile"]
 mic = ["olefile"]
 test-arrow = ["arro3-compute", "arro3-core", "nanoarrow", "pyarrow"]
-tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma (>=5)", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "trove-classifiers (>=2024.10.12)"]
+tests = ["coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "setuptools", "trove-classifiers (>=2024.10.12)"]
 xmp = ["defusedxml"]
 
 [[package]]
@@ -4146,14 +4106,14 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
-    {file = "pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9"},
-    {file = "pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c"},
+    {file = "pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c"},
+    {file = "pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313"},
 ]
 
 [package.dependencies]
@@ -4394,14 +4354,14 @@ files = [
 
 [[package]]
 name = "qdrant-client"
-version = "1.16.2"
+version = "1.18.0"
 description = "Client library for the Qdrant vector search engine"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "qdrant_client-1.16.2-py3-none-any.whl", hash = "sha256:442c7ef32ae0f005e88b5d3c0783c63d4912b97ae756eb5e052523be682f17d3"},
-    {file = "qdrant_client-1.16.2.tar.gz", hash = "sha256:ca4ef5f9be7b5eadeec89a085d96d5c723585a391eb8b2be8192919ab63185f0"},
+    {file = "qdrant_client-1.18.0-py3-none-any.whl", hash = "sha256:093aa8cf8a420ee3ad2a68b007e1378d7992b2600e0b53c193fc172674f659cd"},
+    {file = "qdrant_client-1.18.0.tar.gz", hash = "sha256:52e8ece1a7d40519801bf0b70713bfa0f6b7ae28c7275bbe0b0286fbed7f6db4"},
 ]
 
 [package.dependencies]
@@ -4417,8 +4377,8 @@ pydantic = ">=1.10.8,<2.0.dev0 || >2.2.0"
 urllib3 = ">=1.26.14,<3"
 
 [package.extras]
-fastembed = ["fastembed (>=0.7,<0.8)"]
-fastembed-gpu = ["fastembed-gpu (>=0.7,<0.8)"]
+fastembed = ["fastembed (>=0.8,<0.9)"]
+fastembed-gpu = ["fastembed-gpu (>=0.8,<0.9)"]
 
 [[package]]
 name = "rag-core-lib"
@@ -5158,22 +5118,6 @@ files = [
     {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"},
 ]
 
-[[package]]
-name = "typing-inspect"
-version = "0.9.0"
-description = "Runtime inspection utilities for typing module."
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
-    {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
-]
-
-[package.dependencies]
-mypy-extensions = ">=0.3.0"
-typing-extensions = ">=3.7.4"
-
 [[package]]
 name = "typing-inspection"
 version = "0.4.2"
@@ -5253,14 +5197,14 @@ files = [
 
 [[package]]
 name = "uvicorn"
-version = "0.47.0"
+version = "0.50.2"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.47.0-py3-none-any.whl", hash = "sha256:2c5715bc12d1892d84752049f400cd1c3cb018514967fdfeb97640443a6a9432"},
-    {file = "uvicorn-0.47.0.tar.gz", hash = "sha256:7c9a0ea1a9414106bbab7324609c162d8fa0cdcdcb703060987269d77c7bb533"},
+    {file = "uvicorn-0.50.2-py3-none-any.whl", hash = "sha256:4ae72a385630bcc17a0adb8290f26c993865e0b43a2114c2aab96420172c056a"},
+    {file = "uvicorn-0.50.2.tar.gz", hash = "sha256:b92bf03509b82bcb9d49e7335b4fd364518ad021c2dc18b4e6a2fec8c955a0bb"},
 ]
 
 [package.dependencies]
@@ -5268,7 +5212,7 @@ click = ">=7.0"
 h11 = ">=0.8"
 
 [package.extras]
-standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.20)", "websockets (>=10.4)"]
+standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.8.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.20)", "websockets (>=13.0)"]
 
 [[package]]
 name = "websockets"
@@ -5842,4 +5786,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "600cf70bf87cf162c8da1573f9371b0c6749c4b68955906b8032537280caa82c"
+content-hash = "f86f8df7f8167b6d73042d8c9204ffaea25fcd777324a71dd1808863d4f4dc99"
diff --git a/libs/rag-core-api/pyproject.toml b/libs/rag-core-api/pyproject.toml
index bdc75bf3..809937af 100644
--- a/libs/rag-core-api/pyproject.toml
+++ b/libs/rag-core-api/pyproject.toml
@@ -21,10 +21,10 @@ homepage = "https://pypi.org/project/rag-core-api"
 [tool.poetry.dependencies]
 python = "^3.13"
 rag-core-lib = {path = "../rag-core-lib", develop = true}
-uvicorn = "^0.47.0"
+uvicorn = "^0.50.0"
 langchain-qdrant = "^1.1.0"
 dependency-injector = "^4.46.0"
-fastapi = "^0.136.0"
+fastapi = "^0.139.0"
 requests-oauthlib = "^2.0.0"
 qdrant-client = "^1.14.2"
 deprecated = "^1.2.18"
diff --git a/libs/rag-core-lib/poetry.lock b/libs/rag-core-lib/poetry.lock
index b4a93cbb..b9b10796 100644
--- a/libs/rag-core-lib/poetry.lock
+++ b/libs/rag-core-lib/poetry.lock
@@ -323,43 +323,43 @@ uvloop = ["uvloop (>=0.15.2) ; sys_platform != \"win32\"", "winloop (>=0.5.0) ;
 
 [[package]]
 name = "boto3"
-version = "1.42.49"
+version = "1.43.46"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "boto3-1.42.49-py3-none-any.whl", hash = "sha256:99e1df4361c3f6ff6ade65803c043ea96314826134962dd3b385433b309eb819"},
-    {file = "boto3-1.42.49.tar.gz", hash = "sha256:9cd252f640567b86e92b0a8ffdd4ade9a3018ee357c724bff6a21b8c8a41be0c"},
+    {file = "boto3-1.43.46-py3-none-any.whl", hash = "sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c"},
+    {file = "boto3-1.43.46.tar.gz", hash = "sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96"},
 ]
 
 [package.dependencies]
-botocore = ">=1.42.49,<1.43.0"
+botocore = ">=1.43.46,<1.44.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.16.0,<0.17.0"
+s3transfer = ">=0.19.0,<0.20.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.42.49"
+version = "1.43.46"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-    {file = "botocore-1.42.49.tar.gz", hash = "sha256:333115a64a507697b0c450ade7e2d82bc8b4e21c0051542514532b455712bdcc"},
+    {file = "botocore-1.43.46-py3-none-any.whl", hash = "sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60"},
+    {file = "botocore-1.43.46.tar.gz", hash = "sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533"},
 ]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
-urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
+urllib3 = ">=1.25.4,<2.2.0 || >2.2.0,<3"
 
 [package.extras]
-crt = ["awscrt (==0.31.2)"]
+crt = ["awscrt (==0.32.2)"]
 
 [[package]]
 name = "certifi"
@@ -604,177 +604,146 @@ cron = ["capturer (>=2.4)"]
 
 [[package]]
 name = "coverage"
-version = "7.13.4"
+version = "7.15.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
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+    {file = "filelock-3.29.7-py3-none-any.whl", hash = "sha256:987db6f789a3a2a59f55081801b2b3697cb97e2a736b5f1a9e99b559285fbc51"},
+    {file = "filelock-3.29.7.tar.gz", hash = "sha256:5b481979797ae69e72f0b389d89a80bdd585c260c5b3f1fb9c0a5ba9bb3f195d"},
 ]
 
 [[package]]
@@ -1855,45 +1824,44 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.4.1"
+version = "0.4.2"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
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+    {file = "langchain_community-0.4.2-py3-none-any.whl", hash = "sha256:84dd8c5122532394d5b6849a5fc9995ef28e4f77227daeb09f24b3d942e9e466"},
+    {file = "langchain_community-0.4.2.tar.gz", hash = "sha256:a99308160d53d7e9b5965ee665e5173709914338210089fd5788ad724432c21e"},
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 httpx-sse = ">=0.4.0,<1.0.0"
-langchain-classic = ">=1.0.0,<2.0.0"
-langchain-core = ">=1.0.1,<2.0.0"
+langchain-classic = ">=1.0.7,<2.0.0"
+langchain-core = ">=1.4.0,<2.0.0"
 langsmith = ">=0.1.125,<1.0.0"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.10.1,<3.0.0"
-PyYAML = ">=5.3.0,<7.0.0"
+pyyaml = ">=5.3.0,<7.0.0"
 requests = ">=2.32.5,<3.0.0"
-SQLAlchemy = ">=1.4.0,<3.0.0"
+sqlalchemy = ">=1.4.0,<3.0.0"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "1.4.0"
+version = "1.4.9"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
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+    {file = "langchain_core-1.4.9-py3-none-any.whl", hash = "sha256:28e3909e2a10cc81504952d795ac0a9e014c0018121ef89d48dd396fa09ec624"},
+    {file = "langchain_core-1.4.9.tar.gz", hash = "sha256:f8078901145bed0466755277500a5a22822a7b628808c4c0a28d4fc88895fcf2"},
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 [package.dependencies]
 jsonpatch = ">=1.33.0,<2.0.0"
-langchain-protocol = ">=0.0.14"
+langchain-protocol = ">=0.0.17"
 langsmith = ">=0.3.45,<1.0.0"
 packaging = ">=23.2.0"
 pydantic = ">=2.7.4,<3.0.0"
@@ -1904,31 +1872,31 @@ uuid-utils = ">=0.12.0,<1.0"
 
 [[package]]
 name = "langchain-openai"
-version = "1.2.2"
+version = "1.3.5"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
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+    {file = "langchain_openai-1.3.5-py3-none-any.whl", hash = "sha256:f586263b884bceb3d426ec84d3bfbd27051c3c92ae668da6175629e3f44dcec5"},
+    {file = "langchain_openai-1.3.5.tar.gz", hash = "sha256:c1db2256a42ac46e8e7b0564c5ccb478b9f58dc047a58935da33c82e6e1f9a07"},
 ]
 
 [package.dependencies]
-langchain-core = ">=1.4.0,<2.0.0"
-openai = ">=2.26.0,<3.0.0"
+langchain-core = ">=1.4.9,<2.0.0"
+openai = ">=2.45.0,<3.0.0"
 tiktoken = ">=0.7.0,<1.0.0"
 
 [[package]]
 name = "langchain-protocol"
-version = "0.0.16"
+version = "0.0.18"
 description = "Python bindings for the LangChain agent streaming protocol"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
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+    {file = "langchain_protocol-0.0.18-py3-none-any.whl", hash = "sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a"},
+    {file = "langchain_protocol-0.0.18.tar.gz", hash = "sha256:ec3e11782f1ed0c9db38e5a9ed01b0e7a0d3fba406faa8aef6594b73c56a63e6"},
 ]
 
 [package.dependencies]
@@ -1951,14 +1919,14 @@ langchain-core = ">=1.2.31,<2.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.14.1"
+version = "3.15.0"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.10"
 groups = ["main"]
 files = [
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-    {file = "langfuse-3.14.1.tar.gz", hash = "sha256:404a6104cd29353d7829aa417ec46565b04917e5599afdda96c5b0865f4bc991"},
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+    {file = "langfuse-3.15.0.tar.gz", hash = "sha256:4b6453c82c8159e5f0655ced24b145ed8279b47382a6b4a6d7a57111ef922181"},
 ]
 
 [package.dependencies]
@@ -1970,7 +1938,6 @@ opentelemetry-exporter-otlp-proto-http = ">=1.33.1,<2.0.0"
 opentelemetry-sdk = ">=1.33.1,<2.0.0"
 packaging = ">=23.2,<26.0"
 pydantic = ">=1.10.7,<3.0"
-requests = ">=2,<3"
 wrapt = ">=1.14,<2.0"
 
 [[package]]
@@ -2288,7 +2255,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "lint"]
+groups = ["lint"]
 files = [
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@@ -2410,14 +2377,14 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "2.41.0"
+version = "2.45.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2432,6 +2399,7 @@ typing-extensions = ">=4.14,<5"
 
 [package.extras]
 aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.9)"]
+bedrock = ["botocore (>=1.40.0,<1.43) ; python_version < \"3.10\"", "botocore (>=1.40.0,<2) ; python_version >= \"3.10\""]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 realtime = ["websockets (>=13,<16)"]
 voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
@@ -2926,19 +2894,19 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.12.5"
+version = "2.13.4"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
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+pydantic-core = "2.46.4"
 typing-extensions = ">=4.14.1"
 typing-inspection = ">=0.4.2"
 
@@ -2948,133 +2916,132 @@ timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows
 
 [[package]]
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 ]
 
 [package.dependencies]
@@ -3167,14 +3134,14 @@ dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3189,21 +3156,21 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests
 
 [[package]]
 name = "pytest-asyncio"
-version = "1.3.0"
+version = "1.4.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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 ]
 
 [package.dependencies]
-pytest = ">=8.2,<10"
+pytest = ">=8.4,<10"
 
 [package.extras]
-docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)", "sphinx-tabs (>=3.5)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
@@ -3535,14 +3502,14 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "s3transfer"
-version = "0.16.0"
+version = "0.19.1"
 description = "An Amazon S3 Transfer Manager"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3868,22 +3835,6 @@ files = [
     {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"},
 ]
 
-[[package]]
-name = "typing-inspect"
-version = "0.9.0"
-description = "Runtime inspection utilities for typing module."
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
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-]
-
-[package.dependencies]
-mypy-extensions = ">=0.3.0"
-typing-extensions = ">=3.7.4"
-
 [[package]]
 name = "typing-inspection"
 version = "0.4.2"
diff --git a/services/admin-backend/poetry.lock b/services/admin-backend/poetry.lock
index cf01cb68..f307fa4f 100644
--- a/services/admin-backend/poetry.lock
+++ b/services/admin-backend/poetry.lock
@@ -652,118 +652,103 @@ cron = ["capturer (>=2.4)"]
 
 [[package]]
 name = "coverage"
-version = "7.14.1"
+version = "7.15.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
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+    {file = "debugpy-1.8.21.tar.gz", hash = "sha256:a3c53278e84c94e11bd87c53970ec391d1a67396c8b22609fcac576520e611a6"},
 ]
 
 [[package]]
@@ -926,14 +911,14 @@ standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[stand
 
 [[package]]
 name = "filelock"
-version = "3.29.0"
+version = "3.29.7"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "dev", "prod", "prod-local"]
 files = [
-    {file = "filelock-3.29.0-py3-none-any.whl", hash = "sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258"},
-    {file = "filelock-3.29.0.tar.gz", hash = "sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90"},
+    {file = "filelock-3.29.7-py3-none-any.whl", hash = "sha256:987db6f789a3a2a59f55081801b2b3697cb97e2a736b5f1a9e99b559285fbc51"},
+    {file = "filelock-3.29.7.tar.gz", hash = "sha256:5b481979797ae69e72f0b389d89a80bdd585c260c5b3f1fb9c0a5ba9bb3f195d"},
 ]
 
 [[package]]
@@ -3324,14 +3309,14 @@ dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
-    {file = "pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9"},
-    {file = "pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c"},
+    {file = "pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c"},
+    {file = "pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313"},
 ]
 
 [package.dependencies]
diff --git a/services/document-extractor/pyproject.toml b/services/document-extractor/pyproject.toml
index d96afd3b..c433437c 100644
--- a/services/document-extractor/pyproject.toml
+++ b/services/document-extractor/pyproject.toml
@@ -65,12 +65,12 @@ repository = "https://github.com/stackitcloud/rag-template"
 python = ">=3.13,<3.14"
 extractor-api-lib = {path = "../../libs/extractor-api-lib", develop = true}
 azure-core = "^1.38.0"
-langsmith = "^0.8.0"
+langsmith = "^0.9.0"
 mammoth = "^1.11.0"
 marshmallow = "^3.26.2"
 protobuf = "^6.33.5"
 torch = { version = "^2.10.0", source = "pytorch_cpu" }
-torchvision = { version = "^0.25.0", source = "pytorch_cpu" }
+torchvision = { version = "^0.28.0", source = "pytorch_cpu" }
 
 [tool.poetry.group.test.dependencies]
 pytest = "^9.0.3"
diff --git a/services/mcp-server/poetry.lock b/services/mcp-server/poetry.lock
index c0a56c56..8e460935 100644
--- a/services/mcp-server/poetry.lock
+++ b/services/mcp-server/poetry.lock
@@ -73,18 +73,19 @@ files = [
 
 [[package]]
 name = "authlib"
-version = "1.6.12"
+version = "1.7.2"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "authlib-1.6.12-py2.py3-none-any.whl", hash = "sha256:e9229ad7fde610b139dd12f5edbe97eab9ee78bfb85691247e767727850b99ab"},
-    {file = "authlib-1.6.12.tar.gz", hash = "sha256:0656d8482f28fc8221929d5f35b2bde5d13e10555ebc06b4561b0d622e83b1bd"},
+    {file = "authlib-1.7.2-py2.py3-none-any.whl", hash = "sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f"},
+    {file = "authlib-1.7.2.tar.gz", hash = "sha256:2cea25fefcd4e7173bdf1372c0afc265c8034b23a8cd5dcb6a9164b826c64231"},
 ]
 
 [package.dependencies]
 cryptography = "*"
+joserfc = ">=1.6.0"
 
 [[package]]
 name = "backports-tarfile"
@@ -568,118 +569,103 @@ markers = {main = "platform_system == \"Windows\" or os_name == \"nt\"", lint =
 
 [[package]]
 name = "coverage"
-version = "7.13.4"
+version = "7.15.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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 [package.dependencies]
@@ -1072,47 +1054,80 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "fastmcp"
-version = "3.2.0"
+version = "3.4.4"
 description = "The fast, Pythonic way to build MCP servers and clients."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
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+    {file = "fastmcp-3.4.4-py3-none-any.whl", hash = "sha256:f86f208713212260068cf55c32936839eee856fefc7808e18a032f31eb0f718e"},
+    {file = "fastmcp-3.4.4.tar.gz", hash = "sha256:378202e26ec15b23819d9a1c0d1b0ebda096bc712720532010a0b82a45c2b1df"},
+]
+
+[package.dependencies]
+fastmcp-slim = {version = "3.4.4", extras = ["client", "server"]}
+
+[package.extras]
+anthropic = ["fastmcp-slim[anthropic] (==3.4.4)"]
+apps = ["fastmcp-slim[apps] (==3.4.4)"]
+azure = ["fastmcp-slim[azure] (==3.4.4)"]
+code-mode = ["fastmcp-slim[code-mode] (==3.4.4)"]
+gemini = ["fastmcp-slim[gemini] (==3.4.4)"]
+openai = ["fastmcp-slim[openai] (==3.4.4)"]
+tasks = ["fastmcp-slim[tasks] (==3.4.4)"]
+
+[[package]]
+name = "fastmcp-slim"
+version = "3.4.4"
+description = "The dependency-slim FastMCP package."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "fastmcp_slim-3.4.4-py3-none-any.whl", hash = "sha256:9d3a6327b9ee835188eb7323fc3b5d4cd061631b48da8ece56794bb538972505"},
+    {file = "fastmcp_slim-3.4.4.tar.gz", hash = "sha256:dcaa3e0be2127d7eacdce592c2ef0039204923dc0ec396454615cb4a3275b078"},
 ]
 
 [package.dependencies]
-authlib = ">=1.6.5"
-cyclopts = ">=4.0.0"
-exceptiongroup = ">=1.2.2"
-httpx = ">=0.28.1,<1.0"
-jsonref = ">=1.1.0"
-jsonschema-path = ">=0.3.4"
-mcp = ">=1.24.0,<2.0"
-openapi-pydantic = ">=0.5.1"
-opentelemetry-api = ">=1.20.0"
-packaging = ">=24.0"
+authlib = {version = ">=1.6.11", optional = true, markers = "extra == \"client\" or extra == \"server\""}
+cyclopts = {version = ">=4.0.0", optional = true, markers = "extra == \"server\""}
+exceptiongroup = {version = ">=1.2.2", optional = true, markers = "extra == \"client\" or extra == \"server\""}
+griffelib = {version = ">=2.0.0", optional = true, markers = "extra == \"server\""}
+httpx = {version = ">=0.28.1,<1.0", optional = true, markers = "extra == \"client\" or extra == \"server\""}
+joserfc = {version = ">=1.1.0", optional = true, markers = "extra == \"server\""}
+jsonref = {version = ">=1.1.0", optional = true, markers = "extra == \"server\""}
+jsonschema-path = {version = ">=0.3.4", optional = true, markers = "extra == \"server\""}
+mcp = {version = ">=1.24.0,<2.0", optional = true, markers = "extra == \"client\" or extra == \"server\""}
+openapi-pydantic = {version = ">=0.5.1", optional = true, markers = "extra == \"server\""}
+opentelemetry-api = {version = ">=1.20.0", optional = true, markers = "extra == \"client\" or extra == \"server\""}
+packaging = {version = ">=24.0", optional = true, markers = "extra == \"server\""}
 platformdirs = ">=4.0.0"
-py-key-value-aio = {version = ">=0.4.4,<0.5.0", extras = ["filetree", "keyring", "memory"]}
+py-key-value-aio = {version = ">=0.4.4,<0.5.0", extras = ["filetree", "keyring", "memory"], optional = true, markers = "extra == \"client\" or extra == \"server\""}
 pydantic = {version = ">=2.11.7", extras = ["email"]}
-pyperclip = ">=1.9.0"
+pydantic-settings = ">=2.0.0"
+pyperclip = {version = ">=1.9.0", optional = true, markers = "extra == \"server\""}
 python-dotenv = ">=1.1.0"
-pyyaml = ">=6.0,<7.0"
+python-multipart = {version = ">=0.0.26", optional = true, markers = "extra == \"server\""}
+pyyaml = {version = ">=6.0,<7.0", optional = true, markers = "extra == \"server\""}
 rich = ">=13.9.4"
-uncalled-for = ">=0.2.0"
-uvicorn = ">=0.35"
-watchfiles = ">=1.0.0"
-websockets = ">=15.0.1"
+starlette = {version = ">=1.0.1", optional = true, markers = "extra == \"client\" or extra == \"server\""}
+typing-extensions = ">=4.0.0"
+uncalled-for = {version = ">=0.2.0", optional = true, markers = "extra == \"server\""}
+uvicorn = {version = ">=0.35", optional = true, markers = "extra == \"server\""}
+watchfiles = {version = ">=1.0.0", optional = true, markers = "extra == \"server\""}
+websockets = {version = ">=15.0.1", optional = true, markers = "extra == \"server\""}
 
 [package.extras]
 anthropic = ["anthropic (>=0.48.0)"]
 apps = ["prefab-ui (>=0.18.0)"]
 azure = ["azure-identity (>=1.16.0)", "pyjwt (>=2.12.0)"]
-code-mode = ["pydantic-monty (==0.0.9)"]
-gemini = ["google-genai (>=1.18.0)"]
+client = ["authlib (>=1.6.11)", "exceptiongroup (>=1.2.2)", "httpx (>=0.28.1,<1.0)", "mcp (>=1.24.0,<2.0)", "opentelemetry-api (>=1.20.0)", "py-key-value-aio[filetree,keyring,memory] (>=0.4.4,<0.5.0)", "starlette (>=1.0.1)"]
+code-mode = ["pydantic-monty (==0.0.17)"]
+gemini = ["google-genai (>=1.18.0)", "jsonref (>=1.1.0)"]
+mcp = ["exceptiongroup (>=1.2.2)", "httpx (>=0.28.1,<1.0)", "mcp (>=1.24.0,<2.0)", "opentelemetry-api (>=1.20.0)", "starlette (>=1.0.1)"]
 openai = ["openai (>=1.102.0)"]
-tasks = ["pydocket (>=0.18.0)"]
+server = ["authlib (>=1.6.11)", "cyclopts (>=4.0.0)", "exceptiongroup (>=1.2.2)", "griffelib (>=2.0.0)", "httpx (>=0.28.1,<1.0)", "joserfc (>=1.1.0)", "jsonref (>=1.1.0)", "jsonschema-path (>=0.3.4)", "mcp (>=1.24.0,<2.0)", "openapi-pydantic (>=0.5.1)", "opentelemetry-api (>=1.20.0)", "packaging (>=24.0)", "py-key-value-aio[filetree,keyring,memory] (>=0.4.4,<0.5.0)", "pyperclip (>=1.9.0)", "python-multipart (>=0.0.26)", "pyyaml (>=6.0,<7.0)", "starlette (>=1.0.1)", "uncalled-for (>=0.2.0)", "uvicorn (>=0.35)", "watchfiles (>=1.0.0)", "websockets (>=15.0.1)"]
+tasks = ["pydocket (>=0.20.0)"]
 
 [[package]]
 name = "filelock"
@@ -1490,6 +1505,21 @@ files = [
 [package.dependencies]
 flake8 = ">=3.7"
 
+[[package]]
+name = "griffelib"
+version = "2.1.0"
+description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "griffelib-2.1.0-py3-none-any.whl", hash = "sha256:cc7b3d2d2865ad0b909fcc38086e3f554b5ea7acbaa7bbb7ecaa3f5dfb7d9f00"},
+    {file = "griffelib-2.1.0.tar.gz", hash = "sha256:762a186d2c6fd6794d4ea20d428d597ffb857cb56b66421651cbba15bdd5e813"},
+]
+
+[package.extras]
+pypi = ["pip (>=24.0)", "platformdirs (>=4.2)", "wheel (>=0.42)"]
+
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -1724,6 +1754,24 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "joserfc"
+version = "1.7.3"
+description = "The ultimate Python library for JOSE RFCs, including JWS, JWE, JWK, JWA, JWT"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "joserfc-1.7.3-py3-none-any.whl", hash = "sha256:7c39f3f2c943dbc03122747fa8ebbd8e156e54904cf25651b452f4d2634a6075"},
+    {file = "joserfc-1.7.3.tar.gz", hash = "sha256:116955c2587139dba20621fd0bd7fc9255fa960c9fe7f43c43ebef2e801dcfcf"},
+]
+
+[package.dependencies]
+cryptography = ">=45.0.1"
+
+[package.extras]
+drafts = ["pycryptodome"]
+
 [[package]]
 name = "jsonref"
 version = "1.1.0"
@@ -2255,14 +2303,14 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "poetry"
-version = "2.3.4"
+version = "2.4.1"
 description = "Python dependency management and packaging made easy."
 optional = false
 python-versions = "<4.0,>=3.10"
 groups = ["main"]
 files = [
-    {file = "poetry-2.3.4-py3-none-any.whl", hash = "sha256:2755806ed8a9f31340ea1b5f0e507da54c96437647ebf2873b6ca349be04e231"},
-    {file = "poetry-2.3.4.tar.gz", hash = "sha256:b293572d366569360c79d7caa6980c9b404d2b89530ed451a5b4570d248de3af"},
+    {file = "poetry-2.4.1-py3-none-any.whl", hash = "sha256:a91f13279a3c9add0d12c5ca5c7cb173622930a5c8272fee68c751cb5c72f951"},
+    {file = "poetry-2.4.1.tar.gz", hash = "sha256:189399b80347ecf908244b2564a7b1d92b648fa1fe2a204888f94a472fec0cac"},
 ]
 
 [package.dependencies]
@@ -2271,14 +2319,14 @@ cachecontrol = {version = ">=0.14.0,<0.15.0", extras = ["filecache"]}
 cleo = ">=2.1.0,<3.0.0"
 dulwich = ">=0.25.0,<2"
 fastjsonschema = ">=2.18.0,<3.0.0"
-findpython = ">=0.6.2,<0.8.0"
-installer = ">=0.7.0,<0.8.0"
+findpython = ">=0.6.2,<0.9.0"
+installer = ">=0.7.0,<2.0.0"
 keyring = ">=25.1.0,<26.0.0"
 packaging = ">=24.2"
 pbs-installer = {version = ">=2025.6.10", extras = ["download", "install"]}
 pkginfo = ">=1.12,<2.0"
 platformdirs = ">=3.0.0,<5"
-poetry-core = "2.3.2"
+poetry-core = "2.4.0"
 pyproject-hooks = ">=1.0.0,<2.0.0"
 requests = ">=2.26,<3.0"
 requests-toolbelt = ">=1.0.0,<2.0.0"
@@ -2290,14 +2338,14 @@ xattr = {version = ">=1.0.0,<2.0.0", markers = "sys_platform == \"darwin\""}
 
 [[package]]
 name = "poetry-core"
-version = "2.3.2"
+version = "2.4.0"
 description = "Poetry PEP 517 Build Backend"
 optional = false
 python-versions = "<4.0,>=3.10"
 groups = ["main"]
 files = [
-    {file = "poetry_core-2.3.2-py3-none-any.whl", hash = "sha256:23df641b64f87fbb4ce1873c1915a4d4bb1b7d808c596e4307edc073e68d7234"},
-    {file = "poetry_core-2.3.2.tar.gz", hash = "sha256:20cb71be27b774628da9f384effd9183dfceb53bcef84063248a8672aa47031f"},
+    {file = "poetry_core-2.4.0-py3-none-any.whl", hash = "sha256:4305848477da00272bebd3f615bbec87f64bd117cdb858ab660b626a06a9d96c"},
+    {file = "poetry_core-2.4.0.tar.gz", hash = "sha256:4e8c7496cf797998ffc493f2e23eba4b038c894c08eadacdcdf688945de6b43a"},
 ]
 
 [[package]]
@@ -2530,14 +2578,14 @@ typing-extensions = ">=4.14.1"
 
 [[package]]
 name = "pydantic-settings"
-version = "2.12.0"
+version = "2.14.2"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "pydantic_settings-2.12.0-py3-none-any.whl", hash = "sha256:fddb9fd99a5b18da837b29710391e945b1e30c135477f484084ee513adb93809"},
-    {file = "pydantic_settings-2.12.0.tar.gz", hash = "sha256:005538ef951e3c2a68e1c08b292b5f2e71490def8589d4221b95dab00dafcfd0"},
+    {file = "pydantic_settings-2.14.2-py3-none-any.whl", hash = "sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440"},
+    {file = "pydantic_settings-2.14.2.tar.gz", hash = "sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f"},
 ]
 
 [package.dependencies]
@@ -2546,7 +2594,7 @@ python-dotenv = ">=0.21.0"
 typing-inspection = ">=0.4.0"
 
 [package.extras]
-aws-secrets-manager = ["boto3 (>=1.35.0)", "boto3-stubs[secretsmanager]"]
+aws-secrets-manager = ["boto3 (>=1.35.0)", "types-boto3[secretsmanager]"]
 azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
 gcp-secret-manager = ["google-cloud-secret-manager (>=2.23.1)"]
 toml = ["tomli (>=2.0.1)"]
@@ -2641,14 +2689,14 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
-    {file = "pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9"},
-    {file = "pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c"},
+    {file = "pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c"},
+    {file = "pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313"},
 ]
 
 [package.dependencies]
diff --git a/services/rag-backend/poetry.lock b/services/rag-backend/poetry.lock
index d04c4640..f1f07c34 100644
--- a/services/rag-backend/poetry.lock
+++ b/services/rag-backend/poetry.lock
@@ -506,118 +506,103 @@ markers = {dev = "platform_system == \"Windows\" or sys_platform == \"win32\"",
 
 [[package]]
 name = "coverage"
-version = "7.14.1"
+version = "7.15.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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 ]
 
 [[package]]
@@ -4227,14 +4212,14 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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 ]
 
 [package.dependencies]