diff --git a/infrastructure/rag/Chart.lock b/infrastructure/rag/Chart.lock
index 53e3b66f..2cce9881 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: 1.5.34
 - 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: 1.60.0
+digest: sha256:c9f122844b5a07c70ca80b08ce71d682a4d0f749b24a988213d8d1ed50923b86
+generated: "2026-06-21T04:09:21.091653171Z"
diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml
index 85da571f..11fbc38a 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: "1.5.34"
   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: 1.60.0
   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..e7b2bc83 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: "3.185.0"
         pullPolicy: Always
 
     # Worker deployment configuration
     worker:
       image:
         repository: langfuse/langfuse-worker
-        tag: "3.175.0"
+        tag: "3.185.0"
         pullPolicy: Always
       port: 3030
 
diff --git a/infrastructure/terraform/main.tf b/infrastructure/terraform/main.tf
index 2bad9d6e..177953b7 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 = "~> 0.98.0"
     }
   }
 }
diff --git a/libs/admin-api-lib/poetry.lock b/libs/admin-api-lib/poetry.lock
index 4235a7cb..c358d04e 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 = "1.43.34"
 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 = "boto3-1.43.34-py3-none-any.whl", hash = "sha256:42595057324606928c6e2432b3093978e4d722e0d432bce942f2a385702c0a43"},
+    {file = "boto3-1.43.34.tar.gz", hash = "sha256:444207c6c883d4df3ea3b2c36df43ad492b86e0b889eebd2fc1d5ea8db0a8a1a"},
 ]
 
 [package.dependencies]
-botocore = ">=1.42.44,<1.43.0"
+botocore = ">=1.43.34,<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 = "1.43.34"
 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-1.43.34-py3-none-any.whl", hash = "sha256:238a0269f33c5914b9343900b44767e783b3e8b6dcb6e065eac8b4495601c5df"},
+    {file = "botocore-1.43.34.tar.gz", hash = "sha256:ccc973cf30c6445b30afe5760f6dc949a80f1f862cb23d9c45747f2c814ece77"},
 ]
 
 [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 = "7.14.2"
 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"},
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 ]
 
 [package.extras]
@@ -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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+    {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]]
@@ -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 = [
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+    {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 = "0.19.0"
 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-0.19.0-py3-none-any.whl", hash = "sha256:777cc2415536f1debadb5c2ef7779275d0fc0fe0e042411cdd6caebeb2685262"},
+    {file = "s3transfer-0.19.0.tar.gz", hash = "sha256:ce436931687addc4c1712d52d40b32f53e88315723f107ffa20ba82b05a0f685"},
 ]
 
 [package.dependencies]
@@ -4051,25 +4014,24 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
 [[package]]
 name = "tqdm"
-version = "4.67.3"
+version = "4.68.3"
 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-4.68.3-py3-none-any.whl", hash = "sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03"},
+    {file = "tqdm-4.68.3.tar.gz", hash = "sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482"},
 ]
 
 [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 = "0.49.0"
 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-0.49.0-py3-none-any.whl", hash = "sha256:ba3d14c3ee7e41c6c654c46c9eb489d33213cdd30aa1696eab1374337c13f68f"},
+    {file = "uvicorn-0.49.0.tar.gz", hash = "sha256:ebf4271aa580d9de97f93192d4595176df6e91f9aae919ca73e4fc07df1e66a3"},
 ]
 
 [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 (>=10.4)"]
 
 [[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 = "22173a0ea777b92d61b64d0dc0928199fb0e450cb4219129586e7ce2b4672982"
diff --git a/libs/admin-api-lib/pyproject.toml b/libs/admin-api-lib/pyproject.toml
index 0617402f..4ff8fb26 100644
--- a/libs/admin-api-lib/pyproject.toml
+++ b/libs/admin-api-lib/pyproject.toml
@@ -115,7 +115,7 @@ debugpy = "^1.8.14"
 [tool.poetry.dependencies]
 rag-core-lib = {path = "../rag-core-lib", develop = true}
 python = "^3.13"
-uvicorn = "^0.47.0"
+uvicorn = "^0.49.0"
 fastapi = "^0.136.0"
 dependency-injector = "^4.46.0"
 python-dateutil = "^2.9.0.post0"
diff --git a/libs/extractor-api-lib/pyproject.toml b/libs/extractor-api-lib/pyproject.toml
index 608737e6..0ec9a0d6 100644
--- a/libs/extractor-api-lib/pyproject.toml
+++ b/libs/extractor-api-lib/pyproject.toml
@@ -89,7 +89,7 @@ botocore = "^1.38.10"
 fasttext = "^0.9.3"
 pytesseract = "^0.3.10"
 fastapi = "^0.136.0"
-uvicorn = "^0.47.0"
+uvicorn = "^0.49.0"
 dependency-injector = "^4.46.0"
 pydantic-settings = "^2.9.1"
 boto3 = "^1.38.10"
@@ -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 = "2.102.1"
 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..1e394b6c 100644
--- a/libs/poetry.lock
+++ b/libs/poetry.lock
@@ -299,42 +299,42 @@ toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "debugpy"
-version = "1.8.20"
+version = "1.8.21"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [[package]]
@@ -1116,14 +1116,14 @@ 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]
@@ -1138,21 +1138,21 @@ 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]]
diff --git a/libs/rag-core-api/poetry.lock b/libs/rag-core-api/poetry.lock
index 645946b3..dd14cec4 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"
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 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
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 ]
 
 [package.extras]
@@ -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-0.4.1.tar.gz", hash = "sha256:f3b211832728ee89f169ddce8579b80a085222ddb4f4ed445a46e977d17b1e85"},
+    {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 = [
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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 = [
-    {file = "langchain_ollama-1.0.1-py3-none-any.whl", hash = "sha256:37eb939a4718a0255fe31e19fbb0def044746c717b01b97d397606ebc3e9b440"},
-    {file = "langchain_ollama-1.0.1.tar.gz", hash = "sha256:e37880c2f41cdb0895e863b1cfd0c2c840a117868b3f32e44fef42569e367443"},
+    {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 = [
-    {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]
@@ -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 = "1.2.6"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "langgraph-1.2.4-py3-none-any.whl", hash = "sha256:ffe3e1e31dce28907640f82525858470f293506d2b272d07ea3b3ce97974b067"},
-    {file = "langgraph-1.2.4.tar.gz", hash = "sha256:5df076973a2d23efb13eceb279d1e5b46feebcbbeded0a86a2ef669abd9e4399"},
+    {file = "langgraph-1.2.6-py3-none-any.whl", hash = "sha256:1cf94d3ca124f84f77ce408fa1b06c3dee680a8aafffe364a8fd5d7d03eb8695"},
+    {file = "langgraph-1.2.6.tar.gz", hash = "sha256:f9b45a34f13930c94d96cdb76277447ad2cc70ec2d18cd2764d7fdadb36cdc1b"},
 ]
 
 [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 = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -3080,14 +3043,14 @@ symbolic = ["sympy"]
 
 [[package]]
 name = "openai"
-version = "2.41.0"
+version = "2.43.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "openai-2.41.0-py3-none-any.whl", hash = "sha256:20cc7952e8501c7e5773dd2ef7be437bae9cb549044902e1041a83a54516e375"},
-    {file = "openai-2.41.0.tar.gz", hash = "sha256:db5c362acd6604b84f076abbefa66826ea4b46ecba2954ed866e6a149a1352c0"},
+    {file = "openai-2.43.0-py3-none-any.whl", hash = "sha256:65a670b54fadf2268c9e1330133373c963eb779ee969e5cbad419ec2c21dce97"},
+    {file = "openai-2.43.0.tar.gz", hash = "sha256:e74d238200a26868977002190fb6631613480a93dfe0c9c982e77021ed60a017"},
 ]
 
 [package.dependencies]
@@ -4146,14 +4109,14 @@ 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 +4357,14 @@ 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 +4380,8 @@ 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 +5121,6 @@ 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 +5200,14 @@ files = [
 
 [[package]]
 name = "uvicorn"
-version = "0.47.0"
+version = "0.49.0"
 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-0.49.0-py3-none-any.whl", hash = "sha256:ba3d14c3ee7e41c6c654c46c9eb489d33213cdd30aa1696eab1374337c13f68f"},
+    {file = "uvicorn-0.49.0.tar.gz", hash = "sha256:ebf4271aa580d9de97f93192d4595176df6e91f9aae919ca73e4fc07df1e66a3"},
 ]
 
 [package.dependencies]
@@ -5268,7 +5215,7 @@ 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 (>=10.4)"]
 
 [[package]]
 name = "websockets"
@@ -5842,4 +5789,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "600cf70bf87cf162c8da1573f9371b0c6749c4b68955906b8032537280caa82c"
+content-hash = "5d90132a6a73c235b510645cdedcfad35585cdc9a9a5cdd3f15b1ad564f24754"
diff --git a/libs/rag-core-api/pyproject.toml b/libs/rag-core-api/pyproject.toml
index bdc75bf3..a7d90c09 100644
--- a/libs/rag-core-api/pyproject.toml
+++ b/libs/rag-core-api/pyproject.toml
@@ -21,7 +21,7 @@ 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 = "^0.49.0"
 langchain-qdrant = "^1.1.0"
 dependency-injector = "^4.46.0"
 fastapi = "^0.136.0"
diff --git a/libs/rag-core-lib/poetry.lock b/libs/rag-core-lib/poetry.lock
index c40e7742..5ac8750f 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 = "1.43.34"
 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 = "boto3-1.43.34-py3-none-any.whl", hash = "sha256:42595057324606928c6e2432b3093978e4d722e0d432bce942f2a385702c0a43"},
+    {file = "boto3-1.43.34.tar.gz", hash = "sha256:444207c6c883d4df3ea3b2c36df43ad492b86e0b889eebd2fc1d5ea8db0a8a1a"},
 ]
 
 [package.dependencies]
-botocore = ">=1.42.49,<1.43.0"
+botocore = ">=1.43.34,<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 = "1.43.34"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "botocore-1.42.49-py3-none-any.whl", hash = "sha256:1c33544f72101eed4ccf903ebb667a803e14e25b2af4e0836e4b871da1c0af37"},
-    {file = "botocore-1.42.49.tar.gz", hash = "sha256:333115a64a507697b0c450ade7e2d82bc8b4e21c0051542514532b455712bdcc"},
+    {file = "botocore-1.43.34-py3-none-any.whl", hash = "sha256:238a0269f33c5914b9343900b44767e783b3e8b6dcb6e065eac8b4495601c5df"},
+    {file = "botocore-1.43.34.tar.gz", hash = "sha256:ccc973cf30c6445b30afe5760f6dc949a80f1f862cb23d9c45747f2c814ece77"},
 ]
 
 [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 = "7.14.2"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
-    {file = "coverage-7.13.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fc31c787a84f8cd6027eba44010517020e0d18487064cd3d8968941856d1415"},
-    {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"},
-    {file = "coverage-7.13.4-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:296f8b0af861d3970c2a4d8c91d48eb4dd4771bcef9baedec6a9b515d7de3def"},
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 ]
 
 [[package]]
@@ -821,14 +790,14 @@ files = [
 
 [[package]]
 name = "filelock"
-version = "3.20.3"
+version = "3.29.4"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [[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.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 = "1.4.8"
 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-1.4.8.tar.gz", hash = "sha256:5bf1f8411077c904182ad8f975943d36adcbf579c4e017b3a118b719229ebf9a"},
 ]
 
 [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 = "1.3.2"
 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-1.3.2.tar.gz", hash = "sha256:240917ae88d754b389a6f2ae06fa262c50c094eb4f576c27d560dff6b86c2f62"},
 ]
 
 [package.dependencies]
-langchain-core = ">=1.4.0,<2.0.0"
+langchain-core = ">=1.4.7,<2.0.0"
 openai = ">=2.26.0,<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"},
+    {file = "langfuse-3.15.0-py3-none-any.whl", hash = "sha256:66a3c2b75af9402ffc13690fce73181325d6f78e723463e38844b317d37279ac"},
+    {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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     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -2410,14 +2377,14 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "2.41.0"
+version = "2.43.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "openai-2.43.0-py3-none-any.whl", hash = "sha256:65a670b54fadf2268c9e1330133373c963eb779ee969e5cbad419ec2c21dce97"},
+    {file = "openai-2.43.0.tar.gz", hash = "sha256:e74d238200a26868977002190fb6631613480a93dfe0c9c982e77021ed60a017"},
 ]
 
 [package.dependencies]
@@ -2926,19 +2893,19 @@ 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"
 groups = ["main"]
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 [[package]]
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 typing-inspection = ">=0.4.0"
 
 [package.extras]
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 toml = ["tomli (>=2.0.1)"]
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 [[package]]
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 [[package]]
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+pytest = ">=8.4,<10"
 
 [package.extras]
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 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
@@ -3535,14 +3501,14 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
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 description = "An Amazon S3 Transfer Manager"
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+    {file = "s3transfer-0.19.0.tar.gz", hash = "sha256:ce436931687addc4c1712d52d40b32f53e88315723f107ffa20ba82b05a0f685"},
 ]
 
 [package.dependencies]
@@ -3868,22 +3834,6 @@ 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"
diff --git a/services/admin-backend/poetry.lock b/services/admin-backend/poetry.lock
index cf01cb68..f9599179 100644
--- a/services/admin-backend/poetry.lock
+++ b/services/admin-backend/poetry.lock
@@ -787,42 +787,42 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "debugpy"
-version = "1.8.20"
+version = "1.8.21"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "debugpy-1.8.21-cp39-cp39-manylinux_2_34_x86_64.whl", hash = "sha256:f15c10084f9861b5e8414a48f18f8e4aadf51a98a59e72c16aa28281ca994672"},
+    {file = "debugpy-1.8.21-cp39-cp39-win32.whl", hash = "sha256:4e70cc8b5079f885cb43910924ee0aab73b8b6b2a14eff23afdd9895d86e79eb"},
+    {file = "debugpy-1.8.21-cp39-cp39-win_amd64.whl", hash = "sha256:e935f9dc0501be523c8a8e1853c39432e1354e9ece717ae5998fd2371c4542c3"},
+    {file = "debugpy-1.8.21-py2.py3-none-any.whl", hash = "sha256:b1e37d333663c8851516a47364ef473da127f9caebe4417e6df6f5825a7e9a92"},
+    {file = "debugpy-1.8.21.tar.gz", hash = "sha256:a3c53278e84c94e11bd87c53970ec391d1a67396c8b22609fcac576520e611a6"},
 ]
 
 [[package]]
@@ -926,14 +926,14 @@ standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[stand
 
 [[package]]
 name = "filelock"
-version = "3.29.0"
+version = "3.29.4"
 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-3.29.4-py3-none-any.whl", hash = "sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767"},
+    {file = "filelock-3.29.4.tar.gz", hash = "sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a"},
 ]
 
 [[package]]
@@ -3324,14 +3324,14 @@ 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..3a954129 100644
--- a/services/document-extractor/pyproject.toml
+++ b/services/document-extractor/pyproject.toml
@@ -70,7 +70,7 @@ 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 = "^0.27.0", source = "pytorch_cpu" }
 
 [tool.poetry.group.test.dependencies]
 pytest = "^9.0.3"
diff --git a/services/frontend/package-lock.json b/services/frontend/package-lock.json
index 0df2e739..6f09ced7 100644
--- a/services/frontend/package-lock.json
+++ b/services/frontend/package-lock.json
@@ -3301,14 +3301,14 @@
             }
         },
         "node_modules/@intlify/core-base": {
-            "version": "11.4.4",
-            "resolved": "https://registry.npmjs.org/@intlify/core-base/-/core-base-11.4.4.tgz",
-            "integrity": "sha512-w/vItlylrAmhebkIbVl5YY8XMCtj8Mb2g70ttxktMYuf5AuRahgEHL2iLgLIsZBIbTSgs4hkUo7ucCL0uTJvOg==",
+            "version": "11.4.5",
+            "resolved": "https://registry.npmjs.org/@intlify/core-base/-/core-base-11.4.5.tgz",
+            "integrity": "sha512-lja3F/iKVIvTa48mIwmrIeDcQUFZ0F0drvFvT8AwINOvbwnAzl/S/p8p2DxILZpWEUHRi1qewfWNIkMvhD3kKA==",
             "license": "MIT",
             "dependencies": {
-                "@intlify/devtools-types": "11.4.4",
-                "@intlify/message-compiler": "11.4.4",
-                "@intlify/shared": "11.4.4"
+                "@intlify/devtools-types": "11.4.5",
+                "@intlify/message-compiler": "11.4.5",
+                "@intlify/shared": "11.4.5"
             },
             "engines": {
                 "node": ">= 22"
@@ -3318,13 +3318,13 @@
             }
         },
         "node_modules/@intlify/devtools-types": {
-            "version": "11.4.4",
-            "resolved": "https://registry.npmjs.org/@intlify/devtools-types/-/devtools-types-11.4.4.tgz",
-            "integrity": "sha512-PcBLmGmDQsTSVV911P8upzpcLJO1CNVYi/IH6bGnLR2nA+0L963+kXN1ZrisTEnbtw2ewN6HMMSldqzjronA0Q==",
+            "version": "11.4.5",
+            "resolved": "https://registry.npmjs.org/@intlify/devtools-types/-/devtools-types-11.4.5.tgz",
+            "integrity": "sha512-W5vydP9Yq3t82IyWqCM6aR0BTWCZrN5RAwjZEPpH8I2OQWp2RLy03Evh2ANZlSMhcvGAoyDg25k0so85Kwncpw==",
             "license": "MIT",
             "dependencies": {
-                "@intlify/core-base": "11.4.4",
-                "@intlify/shared": "11.4.4"
+                "@intlify/core-base": "11.4.5",
+                "@intlify/shared": "11.4.5"
             },
             "engines": {
                 "node": ">= 22"
@@ -3334,12 +3334,12 @@
             }
         },
         "node_modules/@intlify/message-compiler": {
-            "version": "11.4.4",
-            "resolved": "https://registry.npmjs.org/@intlify/message-compiler/-/message-compiler-11.4.4.tgz",
-            "integrity": "sha512-vn0OAV9pYkJlPPmgnsSm5eAG3mL0+9C/oaded2JY9jmxBbhmUXT3TcAUY8WRgLY9Hte7lkUJKpXrVlYjMXBD2w==",
+            "version": "11.4.5",
+            "resolved": "https://registry.npmjs.org/@intlify/message-compiler/-/message-compiler-11.4.5.tgz",
+            "integrity": "sha512-IEOZiHtbQopyPc/Dz2M869lOlZYX1SdcniNJwphATDYHhovvIneEKf1EFF37DE7NAABZtza1FNtnwwqZWInfpw==",
             "license": "MIT",
             "dependencies": {
-                "@intlify/shared": "11.4.4",
+                "@intlify/shared": "11.4.5",
                 "source-map-js": "^1.0.2"
             },
             "engines": {
@@ -3350,9 +3350,9 @@
             }
         },
         "node_modules/@intlify/shared": {
-            "version": "11.4.4",
-            "resolved": "https://registry.npmjs.org/@intlify/shared/-/shared-11.4.4.tgz",
-            "integrity": "sha512-QRUCHqda1U6aR14FR0vvXD4+4gj6+fm0AhAozvSuRCw0fCvrmCugWpgiR4xH2NI6s8am6N9p5OhirplsX8ZS3g==",
+            "version": "11.4.5",
+            "resolved": "https://registry.npmjs.org/@intlify/shared/-/shared-11.4.5.tgz",
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             "license": "MIT"
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@@ -14204,6 +14654,85 @@
                 "typescript": ">=4.8.4 <6.1.0"
             }
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+        "node_modules/typescript-eslint/node_modules/@typescript-eslint/eslint-plugin": {
+            "version": "8.60.1",
+            "resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.60.1.tgz",
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+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
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+                "@typescript-eslint/scope-manager": "8.60.1",
+                "@typescript-eslint/type-utils": "8.60.1",
+                "@typescript-eslint/utils": "8.60.1",
+                "@typescript-eslint/visitor-keys": "8.60.1",
+                "ignore": "^7.0.5",
+                "natural-compare": "^1.4.0",
+                "ts-api-utils": "^2.5.0"
+            },
+            "engines": {
+                "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
+            },
+            "funding": {
+                "type": "opencollective",
+                "url": "https://opencollective.com/typescript-eslint"
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+            "peerDependencies": {
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+                "eslint": "^8.57.0 || ^9.0.0 || ^10.0.0",
+                "typescript": ">=4.8.4 <6.1.0"
+            }
+        },
+        "node_modules/typescript-eslint/node_modules/@typescript-eslint/parser": {
+            "version": "8.60.1",
+            "resolved": "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-8.60.1.tgz",
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+            "license": "MIT",
+            "dependencies": {
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+                "@typescript-eslint/types": "8.60.1",
+                "@typescript-eslint/typescript-estree": "8.60.1",
+                "@typescript-eslint/visitor-keys": "8.60.1",
+                "debug": "^4.4.3"
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+            "engines": {
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+                "url": "https://opencollective.com/typescript-eslint"
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+            "peerDependencies": {
+                "eslint": "^8.57.0 || ^9.0.0 || ^10.0.0",
+                "typescript": ">=4.8.4 <6.1.0"
+            }
+        },
+        "node_modules/typescript-eslint/node_modules/@typescript-eslint/type-utils": {
+            "version": "8.60.1",
+            "resolved": "https://registry.npmjs.org/@typescript-eslint/type-utils/-/type-utils-8.60.1.tgz",
+            "integrity": "sha512-sdwTrpjosW7ANQYJ39ZBF1ZyEMEGVB2UsikrserVM/30a/F1dTLnu9bGxEdosugyu5caigjLrR2qiD11asjI1A==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "@typescript-eslint/types": "8.60.1",
+                "@typescript-eslint/typescript-estree": "8.60.1",
+                "@typescript-eslint/utils": "8.60.1",
+                "debug": "^4.4.3",
+                "ts-api-utils": "^2.5.0"
+            },
+            "engines": {
+                "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
+            },
+            "funding": {
+                "type": "opencollective",
+                "url": "https://opencollective.com/typescript-eslint"
+            },
+            "peerDependencies": {
+                "eslint": "^8.57.0 || ^9.0.0 || ^10.0.0",
+                "typescript": ">=4.8.4 <6.1.0"
+            }
+        },
         "node_modules/ufo": {
             "version": "1.6.4",
             "resolved": "https://registry.npmjs.org/ufo/-/ufo-1.6.4.tgz",
@@ -15114,16 +15643,16 @@
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-            "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.35.tgz",
-            "integrity": "sha512-cx89fnr+0kVGHiNFG6y6s0bdjypJRFNZn6x3WPstNdQR1bi1mbB7h4v5IBGTsPJU3nK1+0Iqj3Zf+hZWMieR4Q==",
+            "version": "3.5.38",
+            "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.38.tgz",
+            "integrity": "sha512-vAMKHfImQlYSy0C+PBue4s3ERZ2xGKfgZg5GXAsLInq1dyh2H78ILVP5sK0KPFPVW4kv+OGCIvBEondcjpZp7A==",
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-                "@vue/compiler-sfc": "3.5.35",
-                "@vue/runtime-dom": "3.5.35",
-                "@vue/server-renderer": "3.5.35",
-                "@vue/shared": "3.5.35"
+                "@vue/compiler-dom": "3.5.38",
+                "@vue/compiler-sfc": "3.5.38",
+                "@vue/runtime-dom": "3.5.38",
+                "@vue/server-renderer": "3.5.38",
+                "@vue/shared": "3.5.38"
             },
             "peerDependencies": {
                 "typescript": "*"
@@ -15142,9 +15671,9 @@
             "license": "MIT"
         },
         "node_modules/vue-eslint-parser": {
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-            "resolved": "https://registry.npmjs.org/vue-eslint-parser/-/vue-eslint-parser-10.4.0.tgz",
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+            "version": "10.4.1",
+            "resolved": "https://registry.npmjs.org/vue-eslint-parser/-/vue-eslint-parser-10.4.1.tgz",
+            "integrity": "sha512-Gk6gRDj0n/fkRa3C3l0bBheoBckUq/Rs0F/TvMWIS6nzzx67amAViMe9CkNgsP2tXyQONvGiHQESHwFtZ3aYDA==",
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@@ -15179,14 +15708,14 @@
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+            "resolved": "https://registry.npmjs.org/vue-i18n/-/vue-i18n-11.4.5.tgz",
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-                "@intlify/core-base": "11.4.4",
-                "@intlify/devtools-types": "11.4.4",
-                "@intlify/shared": "11.4.4",
+                "@intlify/core-base": "11.4.5",
+                "@intlify/devtools-types": "11.4.5",
+                "@intlify/shared": "11.4.5",
                 "@vue/devtools-api": "^6.5.0"
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@@ -15227,14 +15756,14 @@
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+            "version": "3.3.5",
+            "resolved": "https://registry.npmjs.org/vue-tsc/-/vue-tsc-3.3.5.tgz",
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             "dev": true,
             "license": "MIT",
             "dependencies": {
                 "@volar/typescript": "2.4.28",
-                "@vue/language-core": "3.3.3"
+                "@vue/language-core": "3.3.5"
             },
             "bin": {
                 "vue-tsc": "bin/vue-tsc.js"
@@ -15244,9 +15773,9 @@
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+            "resolved": "https://registry.npmjs.org/@vue/language-core/-/language-core-3.3.5.tgz",
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diff --git a/services/mcp-server/poetry.lock b/services/mcp-server/poetry.lock
index c0a56c56..f6029b3e 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 = [
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 ]
 
 [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 = "7.14.2"
 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 = "3.4.2"
 description = "The fast, Pythonic way to build MCP servers and clients."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "fastmcp-3.2.0-py3-none-any.whl", hash = "sha256:e71aba3df16f86f546a4a9e513261d3233bcc92bef0dfa647bac3fa33623f681"},
-    {file = "fastmcp-3.2.0.tar.gz", hash = "sha256:d4830b8ffc3592d3d9c76dc0f398904cf41f04910e41a0de38cc1004e0903bef"},
+    {file = "fastmcp-3.4.2-py3-none-any.whl", hash = "sha256:c87a62b029f0c5400ada85f683629345d2466c39169f0cb853e487b2f7308c08"},
+    {file = "fastmcp-3.4.2.tar.gz", hash = "sha256:b468722946fc467c3796a6572f7a14d93d48c014cf8fea12910245220cbbe4e1"},
 ]
 
 [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"
+fastmcp-slim = {version = "3.4.2", extras = ["client", "server"]}
+
+[package.extras]
+anthropic = ["fastmcp-slim[anthropic] (==3.4.2)"]
+apps = ["fastmcp-slim[apps] (==3.4.2)"]
+azure = ["fastmcp-slim[azure] (==3.4.2)"]
+code-mode = ["fastmcp-slim[code-mode] (==3.4.2)"]
+gemini = ["fastmcp-slim[gemini] (==3.4.2)"]
+openai = ["fastmcp-slim[openai] (==3.4.2)"]
+tasks = ["fastmcp-slim[tasks] (==3.4.2)"]
+
+[[package]]
+name = "fastmcp-slim"
+version = "3.4.2"
+description = "The dependency-slim FastMCP package."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "fastmcp_slim-3.4.2-py3-none-any.whl", hash = "sha256:bdc72492212681ca502755fa8acc0457f559295da1fc3dfc0599adc1c04b82f3"},
+    {file = "fastmcp_slim-3.4.2.tar.gz", hash = "sha256:290646e0955a516235a317151034559aa48336cb843d3f006131aedad8759bb4"},
+]
+
+[package.dependencies]
+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 = "1.7.1"
+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-1.7.1-py3-none-any.whl", hash = "sha256:b3e3d655612e2e1ef67b2600f2f420e12e537b020208fab1761fad647319c164"},
+    {file = "joserfc-1.7.1.tar.gz", hash = "sha256:77d0b76514879c68c6f433bc5b7357a4ab72008ff1e33d8379fd11d72bd8ca81"},
+]
+
+[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 4704f15c..c000ac99 100644
--- a/services/rag-backend/poetry.lock
+++ b/services/rag-backend/poetry.lock
@@ -685,42 +685,42 @@ vision = ["Pillow (>=9.4.0)"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.20"
+version = "1.8.21"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [[package]]
@@ -4227,14 +4227,14 @@ 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]