diff --git a/.github/workflows/bump-chart-version.yml b/.github/workflows/bump-chart-version.yml
index db83a823..317f349a 100644
--- a/.github/workflows/bump-chart-version.yml
+++ b/.github/workflows/bump-chart-version.yml
@@ -27,7 +27,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.13'
+          python-version: '3.14'
 
       - name: Install deps
         run: |
diff --git a/.github/workflows/prepare-release.yml b/.github/workflows/prepare-release.yml
index 19f5620b..272e72c8 100644
--- a/.github/workflows/prepare-release.yml
+++ b/.github/workflows/prepare-release.yml
@@ -90,7 +90,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.13'
+          python-version: '3.14'
 
       - name: Install bump script deps
         run: |
diff --git a/.github/workflows/promote-clean-semver.yml b/.github/workflows/promote-clean-semver.yml
index 565ea9b5..d82b40dc 100644
--- a/.github/workflows/promote-clean-semver.yml
+++ b/.github/workflows/promote-clean-semver.yml
@@ -71,7 +71,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.13'
+          python-version: '3.14'
 
       - name: Install Poetry and deps
         run: |
diff --git a/.github/workflows/publish-pre-and-qa.yml b/.github/workflows/publish-pre-and-qa.yml
index 7b8e57fd..c3fbe92b 100644
--- a/.github/workflows/publish-pre-and-qa.yml
+++ b/.github/workflows/publish-pre-and-qa.yml
@@ -59,7 +59,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.13'
+          python-version: '3.14'
 
       - name: Install Poetry
         run: |
diff --git a/infrastructure/rag/Chart.lock b/infrastructure/rag/Chart.lock
index 0c042fcf..341576e8 100644
--- a/infrastructure/rag/Chart.lock
+++ b/infrastructure/rag/Chart.lock
@@ -13,6 +13,6 @@ dependencies:
   version: 0.48.0
 - name: ollama
   repository: https://otwld.github.io/ollama-helm/
-  version: 1.40.0
-digest: sha256:bd815e5af5d3da1aab2dfb076713b92ba527dba8420e8afd8a6f0aba306e7dd0
-generated: "2026-02-09T20:29:57.760098486Z"
+  version: 1.41.0
+digest: sha256:ad616850faec4252119350ba36eb3f642eaab7f469fde089bdece07f0a2a8af7
+generated: "2026-02-15T02:10:52.112932128Z"
diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml
index 878eacb3..a92ce144 100644
--- a/infrastructure/rag/Chart.yaml
+++ b/infrastructure/rag/Chart.yaml
@@ -27,6 +27,6 @@ dependencies:
   condition: features.keydb.enabled
 - name: ollama
   alias: ollama
-  version: 1.40.0
+  version: 1.41.0
   repository: https://otwld.github.io/ollama-helm/
   condition: features.ollama.enabled
diff --git a/infrastructure/rag/values.yaml b/infrastructure/rag/values.yaml
index ecb066e1..06a7f40c 100644
--- a/infrastructure/rag/values.yaml
+++ b/infrastructure/rag/values.yaml
@@ -569,14 +569,14 @@ langfuse:
     web:
       image:
         repository: langfuse/langfuse
-        tag: "3.150.0"
+        tag: "3.151.0"
         pullPolicy: Always
 
     # Worker deployment configuration
     worker:
       image:
         repository: langfuse/langfuse-worker
-        tag: "3.150.0"
+        tag: "3.151.0"
         pullPolicy: Always
       port: 3030
 
@@ -765,7 +765,7 @@ langfuseRetention:
     mutationSync: 0
   image:
     repository: "bitnamilegacy/clickhouse"
-    tag: "25.2.1-debian-12-r0"
+    tag: "25.7.5-debian-12-r0"
     pullPolicy: IfNotPresent
   clickhouse:
     # Connection/auth are taken from langfuse.clickhouse.*.
diff --git a/infrastructure/server-setup/base-setup/Chart.lock b/infrastructure/server-setup/base-setup/Chart.lock
index 4f88f96d..5cd838d1 100644
--- a/infrastructure/server-setup/base-setup/Chart.lock
+++ b/infrastructure/server-setup/base-setup/Chart.lock
@@ -4,6 +4,6 @@ dependencies:
   version: v1.19.3
 - name: ingress-nginx
   repository: https://kubernetes.github.io/ingress-nginx
-  version: 4.14.2
-digest: sha256:16a7f099b08282c6e44829c2463a15490d083e872d96cef62d6621b923621c14
-generated: "2026-02-09T20:30:10.467221896Z"
+  version: 4.14.3
+digest: sha256:b2f7736d9f67a1df68709cf5001223d66ee10f9a314528321848145164926d05
+generated: "2026-02-15T02:11:03.920263448Z"
diff --git a/infrastructure/server-setup/base-setup/Chart.yaml b/infrastructure/server-setup/base-setup/Chart.yaml
index 9308367a..9c15dc1d 100644
--- a/infrastructure/server-setup/base-setup/Chart.yaml
+++ b/infrastructure/server-setup/base-setup/Chart.yaml
@@ -10,5 +10,5 @@ dependencies:
   version: "v1.19.3"
   repository: https://charts.jetstack.io
 - name: ingress-nginx
-  version: "4.14.2"
+  version: "4.14.3"
   repository: https://kubernetes.github.io/ingress-nginx
diff --git a/infrastructure/terraform/main.tf b/infrastructure/terraform/main.tf
index 600f2e20..9d962cfb 100644
--- a/infrastructure/terraform/main.tf
+++ b/infrastructure/terraform/main.tf
@@ -2,7 +2,7 @@ terraform {
   required_providers {
     stackit = {
       source  = "stackitcloud/stackit"
-      version = "~> 0.79.0"
+      version = "~> 0.80.0"
     }
   }
 }
diff --git a/libs/Dockerfile b/libs/Dockerfile
index ada345a5..085ee34f 100644
--- a/libs/Dockerfile
+++ b/libs/Dockerfile
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.13-bookworm
+FROM --platform=linux/amd64 python:3.14-bookworm
 
 ARG DIRECTORY=""
 ARG TEST=1
diff --git a/libs/admin-api-lib/poetry.lock b/libs/admin-api-lib/poetry.lock
index a7762652..7d64d107 100644
--- a/libs/admin-api-lib/poetry.lock
+++ b/libs/admin-api-lib/poetry.lock
@@ -3919,14 +3919,14 @@ dev = ["hypothesis (>=6.70.0)", "pytest (>=7.1.0)"]
 
 [[package]]
 name = "tenacity"
-version = "9.1.2"
+version = "9.1.4"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"},
-    {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"},
+    {file = "tenacity-9.1.4-py3-none-any.whl", hash = "sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55"},
+    {file = "tenacity-9.1.4.tar.gz", hash = "sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a"},
 ]
 
 [package.extras]
@@ -4642,4 +4642,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "eeec5c7f969eb9ee221c3ca4a6c8cb8c22ad684708e230af13594c876f598b95"
+content-hash = "3c33c2c88704178d8b7c62d4d4c04738ffd6702f80776df3c1747475d34d6693"
diff --git a/libs/admin-api-lib/pyproject.toml b/libs/admin-api-lib/pyproject.toml
index 58aea010..d394434e 100644
--- a/libs/admin-api-lib/pyproject.toml
+++ b/libs/admin-api-lib/pyproject.toml
@@ -119,7 +119,7 @@ uvicorn = "^0.40.0"
 fastapi = "^0.128.0"
 dependency-injector = "^4.46.0"
 python-dateutil = "^2.9.0.post0"
-tenacity = "9.1.2"
+tenacity = "9.1.4"
 boto3 = "^1.38.10"
 tqdm = "^4.67.1"
 langfuse = "^3.10.1"
diff --git a/libs/extractor-api-lib/pyproject.toml b/libs/extractor-api-lib/pyproject.toml
index 74d9b5fd..8cb5126d 100644
--- a/libs/extractor-api-lib/pyproject.toml
+++ b/libs/extractor-api-lib/pyproject.toml
@@ -83,7 +83,7 @@ known_local_folder = ["extractor_api_lib", "rag_core_lib"]
 max-line-length = 120
 
 [tool.poetry.dependencies]
-python = ">=3.13,<3.14"
+python = ">=3.14,<3.15"
 wheel = "^0.46.0"
 botocore = "^1.38.10"
 fasttext = "^0.9.3"
@@ -99,7 +99,7 @@ oauthlib = "^3.2.2"
 requests-oauthlib = "^2.0.0"
 pdfplumber = "0.11.9"
 tesserocr = "^2.9.1"
-opencv-python-headless = "4.13.0.90"
+opencv-python-headless = "4.13.0.92"
 pdf2image = "1.17.0"
 datasets = "^3.5.1"
 pandas = "^2.2.2"
@@ -109,7 +109,7 @@ partial = "^1.0"
 pyyaml = "^6.0.2"
 numpy = "^2.2.5"
 docx2txt = "^0.9"
-unstructured = {extras = ["docx", "pptx"], version = "0.18.18"}
+unstructured = {extras = ["docx", "pptx"], version = "0.18.31"}
 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 = ">=0.49.1"
 markitdown = {version = "^0.1.3", extras = ["all"]}
-docling = "2.71.0"
+docling = "2.72.0"
 torch = [
   { version = "2.9.1", source = "pytorch_cpu", markers = "sys_platform == 'darwin'" },
   { version = "2.9.1+cpu", source = "pytorch_cpu", markers = "sys_platform != 'darwin'" },
diff --git a/libs/rag-core-api/poetry.lock b/libs/rag-core-api/poetry.lock
index a0eaf48f..5113f346 100644
--- a/libs/rag-core-api/poetry.lock
+++ b/libs/rag-core-api/poetry.lock
@@ -297,34 +297,39 @@ yaml = ["PyYAML"]
 
 [[package]]
 name = "black"
-version = "25.9.0"
+version = "25.12.0"
 description = "The uncompromising code formatter."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["lint"]
 files = [
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+    {file = "black-25.12.0.tar.gz", hash = "sha256:8d3dd9cea14bff7ddc0eb243c811cdb1a011ebb4800a5f0335a01a68654796a7"},
 ]
 
 [package.dependencies]
@@ -333,7 +338,7 @@ mypy-extensions = ">=0.4.3"
 packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
-pytokens = ">=0.1.10"
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 ]
 
 [package.extras]
@@ -888,18 +895,18 @@ yaml = ["pyyaml"]
 
 [[package]]
 name = "deprecated"
-version = "1.2.18"
+version = "1.3.1"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 groups = ["main"]
 files = [
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-    {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
+    {file = "deprecated-1.3.1-py2.py3-none-any.whl", hash = "sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f"},
+    {file = "deprecated-1.3.1.tar.gz", hash = "sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223"},
 ]
 
 [package.dependencies]
-wrapt = ">=1.10,<2"
+wrapt = ">=1.10,<3"
 
 [package.extras]
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools ; python_version >= \"3.12\"", "tox"]
@@ -975,46 +982,50 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.128.1"
+version = "0.128.8"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 annotated-doc = ">=0.0.2"
 pydantic = ">=2.7.0"
-starlette = ">=0.40.0,<0.51.0"
+starlette = ">=0.40.0,<1.0.0"
 typing-extensions = ">=4.8.0"
+typing-inspection = ">=0.4.2"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.9.3)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=5.8.0)", "uvicorn[standard] (>=0.12.0)"]
 standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "jinja2 (>=3.1.5)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "jinja2 (>=3.1.5)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "fastembed"
-version = "0.7.3"
+version = "0.7.4"
 description = "Fast, light, accurate library built for retrieval embedding generation"
 optional = false
 python-versions = ">=3.9.0"
 groups = ["main"]
 files = [
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-    {file = "fastembed-0.7.3.tar.gz", hash = "sha256:04e95eb5ccc706513166c23bf8e5429ed160c5783b7b11514431a77624d480a5"},
+    {file = "fastembed-0.7.4-py3-none-any.whl", hash = "sha256:79250a775f70bd6addb0e054204df042b5029ecae501e40e5bbd08e75844ad83"},
+    {file = "fastembed-0.7.4.tar.gz", hash = "sha256:8b8a4ea860ca295002f4754e8f5820a636e1065a9444959e18d5988d7f27093b"},
 ]
 
 [package.dependencies]
-huggingface-hub = ">=0.20,<1.0"
+huggingface-hub = ">=0.20,<2.0"
 loguru = ">=0.7.2,<0.8.0"
 mmh3 = ">=4.1.0,<6.0.0"
-numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
+numpy = [
+    {version = ">=2.1.0", markers = "python_version == \"3.13\""},
+    {version = ">=2.3.0", markers = "python_version >= \"3.14\""},
+]
 onnxruntime = {version = ">1.20.0", markers = "python_version >= \"3.13\""}
-pillow = ">=10.3.0,<12.0.0"
+pillow = {version = ">=11.0.0,<12.0", markers = "python_version >= \"3.13\""}
 py-rust-stemmers = ">=0.1.0,<0.2.0"
 requests = ">=2.31,<3.0"
 tokenizers = ">=0.15,<1.0"
@@ -1275,31 +1286,31 @@ files = [
 
 [[package]]
 name = "flake8-pyproject"
-version = "1.2.3"
+version = "1.2.4"
 description = "Flake8 plug-in loading the configuration from pyproject.toml"
 optional = false
-python-versions = ">= 3.6"
+python-versions = ">=3.6"
 groups = ["lint"]
 files = [
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+    {file = "flake8_pyproject-1.2.4-py3-none-any.whl", hash = "sha256:ea34c057f9a9329c76d98723bb2bb498cc6ba8ff9872c4d19932d48c91249a77"},
 ]
 
 [package.dependencies]
 Flake8 = ">=5"
 
 [package.extras]
-dev = ["pyTest", "pyTest-cov"]
+dev = ["Flit (>=3.4)", "pyTest (>=7)", "pyTest-cov (>=7) ; python_version >= \"3.10\""]
 
 [[package]]
 name = "flake8-pytest-style"
-version = "2.1.0"
+version = "2.2.0"
 description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["lint"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2277,14 +2288,14 @@ uuid-utils = ">=0.12.0,<1.0"
 
 [[package]]
 name = "langchain-ollama"
-version = "1.0.0"
+version = "1.0.1"
 description = "An integration package connecting Ollama and LangChain"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_ollama-1.0.0-py3-none-any.whl", hash = "sha256:5828523fcbd137847490841110a6aedf96b68534e7fe2735715ecf3e835b2391"},
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+    {file = "langchain_ollama-1.0.1.tar.gz", hash = "sha256:e37880c2f41cdb0895e863b1cfd0c2c840a117868b3f32e44fef42569e367443"},
 ]
 
 [package.dependencies]
@@ -2330,18 +2341,18 @@ fastembed = ["fastembed (>=0.3.3,<1.0.0) ; python_version < \"3.13\" and python_
 
 [[package]]
 name = "langchain-text-splitters"
-version = "1.0.0"
+version = "1.1.0"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-langchain-core = ">=1.0.0,<2.0.0"
+langchain-core = ">=1.2.0,<2.0.0"
 
 [[package]]
 name = "langdetect"
@@ -2360,14 +2371,14 @@ six = "*"
 
 [[package]]
 name = "langfuse"
-version = "3.10.1"
+version = "3.14.1"
 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"},
 ]
 
 [package.dependencies]
@@ -2384,21 +2395,21 @@ wrapt = ">=1.14,<2.0"
 
 [[package]]
 name = "langgraph"
-version = "1.0.3"
+version = "1.0.8"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-    {file = "langgraph-1.0.3.tar.gz", hash = "sha256:873a6aae6be054ef52a05c463be363a46da9711405b1b14454d595f543b68335"},
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 ]
 
 [package.dependencies]
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-langgraph-prebuilt = ">=1.0.2,<1.1.0"
-langgraph-sdk = ">=0.2.2,<0.3.0"
+langgraph-checkpoint = ">=2.1.0,<5.0.0"
+langgraph-prebuilt = ">=1.0.7,<1.1.0"
+langgraph-sdk = ">=0.3.0,<0.4.0"
 pydantic = ">=2.7.4"
 xxhash = ">=3.5.0"
 
@@ -2420,30 +2431,30 @@ ormsgpack = ">=1.12.0"
 
 [[package]]
 name = "langgraph-prebuilt"
-version = "1.0.5"
+version = "1.0.7"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 langchain-core = ">=1.0.0"
-langgraph-checkpoint = ">=2.1.0,<4.0.0"
+langgraph-checkpoint = ">=2.1.0,<5.0.0"
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.2.4"
+version = "0.3.6"
 description = "SDK for interacting with LangGraph API"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -4239,14 +4250,54 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "pytokens"
-version = "0.1.10"
-description = "A Fast, spec compliant Python 3.12+ tokenizer that runs on older Pythons."
+version = "0.4.1"
+description = "A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons."
 optional = false
 python-versions = ">=3.8"
 groups = ["lint"]
 files = [
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 ]
 
 [package.extras]
@@ -4376,20 +4427,23 @@ files = [
 
 [[package]]
 name = "qdrant-client"
-version = "1.15.1"
+version = "1.16.2"
 description = "Client library for the Qdrant vector search engine"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 [package.dependencies]
 grpcio = ">=1.41.0"
 httpx = {version = ">=0.20.0", extras = ["http2"]}
-numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
+numpy = [
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+    {version = ">=2.3.0", markers = "python_version >= \"3.14\""},
+]
 portalocker = ">=2.7.0,<4.0"
 protobuf = ">=3.20.0"
 pydantic = ">=1.10.8,<2.0.dev0 || >2.2.0"
@@ -4955,14 +5009,14 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "starlette"
-version = "0.49.3"
+version = "0.52.1"
 description = "The little ASGI library that shines."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-    {file = "starlette-0.49.3.tar.gz", hash = "sha256:1c14546f299b5901a1ea0e34410575bc33bbd741377a10484a54445588d00284"},
+    {file = "starlette-0.52.1-py3-none-any.whl", hash = "sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74"},
+    {file = "starlette-0.52.1.tar.gz", hash = "sha256:834edd1b0a23167694292e94f597773bc3f89f362be6effee198165a35d62933"},
 ]
 
 [package.dependencies]
@@ -5171,14 +5225,14 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "typing-inspection"
-version = "0.4.1"
+version = "0.4.2"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
-    {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
+    {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"},
+    {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"},
 ]
 
 [package.dependencies]
diff --git a/libs/rag-core-lib/poetry.lock b/libs/rag-core-lib/poetry.lock
index b0aa935a..adc1fa83 100644
--- a/libs/rag-core-lib/poetry.lock
+++ b/libs/rag-core-lib/poetry.lock
@@ -324,18 +324,18 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.42.39"
+version = "1.42.49"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.42.39-py3-none-any.whl", hash = "sha256:d9d6ce11df309707b490d2f5f785b761cfddfd6d1f665385b78c9d8ed097184b"},
-    {file = "boto3-1.42.39.tar.gz", hash = "sha256:d03f82363314759eff7f84a27b9e6428125f89d8119e4588e8c2c1d79892c956"},
+    {file = "boto3-1.42.49-py3-none-any.whl", hash = "sha256:99e1df4361c3f6ff6ade65803c043ea96314826134962dd3b385433b309eb819"},
+    {file = "boto3-1.42.49.tar.gz", hash = "sha256:9cd252f640567b86e92b0a8ffdd4ade9a3018ee357c724bff6a21b8c8a41be0c"},
 ]
 
 [package.dependencies]
-botocore = ">=1.42.39,<1.43.0"
+botocore = ">=1.42.49,<1.43.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.16.0,<0.17.0"
 
@@ -344,14 +344,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.42.39"
+version = "1.42.49"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "botocore-1.42.39-py3-none-any.whl", hash = "sha256:9e0d0fed9226449cc26fcf2bbffc0392ac698dd8378e8395ce54f3ec13f81d58"},
-    {file = "botocore-1.42.39.tar.gz", hash = "sha256:0f00355050821e91a5fe6d932f7bf220f337249b752899e3e4cf6ed54326249e"},
+    {file = "botocore-1.42.49-py3-none-any.whl", hash = "sha256:1c33544f72101eed4ccf903ebb667a803e14e25b2af4e0836e4b871da1c0af37"},
+    {file = "botocore-1.42.49.tar.gz", hash = "sha256:333115a64a507697b0c450ade7e2d82bc8b4e21c0051542514532b455712bdcc"},
 ]
 
 [package.dependencies]
@@ -360,7 +360,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.29.2)"]
+crt = ["awscrt (==0.31.2)"]
 
 [[package]]
 name = "certifi"
diff --git a/services/admin-backend/Dockerfile b/services/admin-backend/Dockerfile
index 67beeb85..7abe1d53 100644
--- a/services/admin-backend/Dockerfile
+++ b/services/admin-backend/Dockerfile
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.13-bookworm AS build
+FROM --platform=linux/amd64 python:3.14-bookworm AS build
 
 # Build argument to control which dependency group to install
 ARG DEPENDENCY_GROUP=prod
@@ -32,7 +32,7 @@ RUN poetry config virtualenvs.create false \
     && cd /app/services/admin-backend \
     && poetry install --no-interaction --no-ansi --no-root --with ${DEPENDENCY_GROUP}
 
-FROM --platform=linux/amd64 python:3.13-bookworm
+FROM --platform=linux/amd64 python:3.14-bookworm
 WORKDIR /app/services/admin-backend
 
 RUN adduser --disabled-password --gecos "" --uid 10001 nonroot
diff --git a/services/admin-backend/Dockerfile.dev b/services/admin-backend/Dockerfile.dev
index 95c42065..9b5c24cb 100644
--- a/services/admin-backend/Dockerfile.dev
+++ b/services/admin-backend/Dockerfile.dev
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.13-bookworm
+FROM --platform=linux/amd64 python:3.14-bookworm
 
 # Dev image: source-based, fast iteration
 ENV POETRY_VIRTUALENVS_PATH=/app/services/admin-backend/.venv
diff --git a/services/admin-backend/pyproject.toml b/services/admin-backend/pyproject.toml
index 4e569561..d1a9ae07 100644
--- a/services/admin-backend/pyproject.toml
+++ b/services/admin-backend/pyproject.toml
@@ -109,8 +109,8 @@ setuptools = "<80.11"
 filelock = "^3.20.3"
 
 [tool.poetry.group.prod.dependencies]
-admin-api-lib = "==4.2.0"
-rag-core-lib = "==4.2.0"
+admin-api-lib = "==4.2.0.post20260210203817"
+rag-core-lib = "==4.2.0.post20260210203817"
 
 [tool.poetry.group.prod-local.dependencies]
 # Use local path for Tilt/development with production Dockerfile
diff --git a/services/document-extractor/Dockerfile b/services/document-extractor/Dockerfile
index 2182ef08..1d16052d 100644
--- a/services/document-extractor/Dockerfile
+++ b/services/document-extractor/Dockerfile
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.13-bookworm AS build
+FROM --platform=linux/amd64 python:3.14-bookworm AS build
 
 # Build argument to control which dependency group to install
 ARG DEPENDENCY_GROUP=prod
@@ -39,7 +39,7 @@ RUN poetry config virtualenvs.create false \
     && cd /app/services/document-extractor \
     && poetry install --no-interaction --no-ansi --no-root --with ${DEPENDENCY_GROUP}
 
-FROM --platform=linux/amd64 python:3.13-bookworm
+FROM --platform=linux/amd64 python:3.14-bookworm
 
 RUN adduser --disabled-password --gecos "" --uid 10001 nonroot
 
diff --git a/services/document-extractor/Dockerfile.dev b/services/document-extractor/Dockerfile.dev
index 21257c6a..a5e96f21 100644
--- a/services/document-extractor/Dockerfile.dev
+++ b/services/document-extractor/Dockerfile.dev
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.13-bookworm
+FROM --platform=linux/amd64 python:3.14-bookworm
 
 # Dev image for document-extractor
 ENV POETRY_VIRTUALENVS_PATH=/app/services/document-extractor/.venv
diff --git a/services/document-extractor/pyproject.toml b/services/document-extractor/pyproject.toml
index e62959ce..f1ca7cdf 100644
--- a/services/document-extractor/pyproject.toml
+++ b/services/document-extractor/pyproject.toml
@@ -62,15 +62,15 @@ license = "Apache-2.0"
 repository = "https://github.com/stackitcloud/rag-template"
 
 [tool.poetry.dependencies]
-python = ">=3.13,<3.14"
+python = ">=3.14,<3.15"
 extractor-api-lib = {path = "../../libs/extractor-api-lib", develop = true}
 azure-core = "^1.38.0"
 langsmith = "^0.6.3"
 mammoth = "^1.11.0"
 marshmallow = "^3.26.2"
 protobuf = "^6.33.5"
-torch = { version = "^2.9.0+cpu", source = "pytorch_cpu" }
-torchvision = { version = "^0.24.1+cpu", source = "pytorch_cpu" }
+torch = { version = "^2.9.0", source = "pytorch_cpu" }
+torchvision = { version = "^0.25.0", source = "pytorch_cpu" }
 
 [tool.poetry.group.test.dependencies]
 pytest = "^8.0.1"
@@ -127,8 +127,8 @@ priority = "explicit"
 
 [tool.poetry.group.prod.dependencies]
 # Try PyPI first, then TestPyPI automatically due to supplemental priority
-extractor-api-lib = "==4.2.0"
-rag-core-lib = "==4.2.0"
+extractor-api-lib = "==4.2.0.post20260210203817"
+rag-core-lib = "==4.2.0.post20260210203817"
 
 
 
diff --git a/services/frontend/package-lock.json b/services/frontend/package-lock.json
index 05601836..1662b6ea 100644
--- a/services/frontend/package-lock.json
+++ b/services/frontend/package-lock.json
@@ -129,7 +129,6 @@
             "version": "7.28.4",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@babel/code-frame": "^7.27.1",
                 "@babel/generator": "^7.28.3",
@@ -1709,7 +1708,6 @@
                 }
             ],
             "license": "MIT",
-            "peer": true,
             "engines": {
                 "node": ">=18"
             },
@@ -1733,7 +1731,6 @@
                 }
             ],
             "license": "MIT",
-            "peer": true,
             "engines": {
                 "node": ">=18"
             }
@@ -2942,7 +2939,6 @@
             "version": "8.13.0",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "fast-deep-equal": "^3.1.3",
                 "json-schema-traverse": "^1.0.0",
@@ -3029,7 +3025,6 @@
             "version": "8.13.0",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "fast-deep-equal": "^3.1.3",
                 "json-schema-traverse": "^1.0.0",
@@ -4060,7 +4055,6 @@
             "integrity": "sha512-PRA911Blj99jR5RMeTunVbNXMF6Lp4vZXnk5GQjcnUWUTsrXtekg/pnmFFI2u/I36Y/2bITGS30GZCXei6uNkA==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "fast-deep-equal": "^3.1.3",
                 "json-schema-traverse": "^1.0.0",
@@ -4630,9 +4624,9 @@
             "license": "MIT"
         },
         "node_modules/@types/node": {
-            "version": "22.19.7",
-            "resolved": "https://registry.npmjs.org/@types/node/-/node-22.19.7.tgz",
-            "integrity": "sha512-MciR4AKGHWl7xwxkBa6xUGxQJ4VBOmPTF7sL+iGzuahOFaO0jHCsuEfS80pan1ef4gWId1oWOweIhrDEYLuaOw==",
+            "version": "22.19.10",
+            "resolved": "https://registry.npmjs.org/@types/node/-/node-22.19.10.tgz",
+            "integrity": "sha512-tF5VOugLS/EuDlTBijk0MqABfP8UxgYazTLo3uIn3b4yJgg26QRbVYJYsDtHrjdDUIRfP70+VfhTTc+CE1yskw==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
@@ -4924,7 +4918,6 @@
             "integrity": "sha512-BtE0k6cjwjLZoZixN0t5AKP0kSzlGu7FctRXYuPAm//aaiZhmfq1JwdYpYr1brzEspYyFeF+8XF5j2VK6oalrA==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@typescript-eslint/scope-manager": "8.54.0",
                 "@typescript-eslint/types": "8.54.0",
@@ -5552,7 +5545,6 @@
             "integrity": "sha512-hGISOaP18plkzbWEcP/QvtRW1xDXF2+96HbEX6byqQhAUbiS5oH6/9JwW+QsQCIYON2bI6QZBF+2PvOmrRZ9wA==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@vitest/utils": "3.2.4",
                 "fflate": "^0.8.2",
@@ -5896,7 +5888,6 @@
             "integrity": "sha512-nrUSn7hzt7J6JWgWGz78ZYI8wj+gdIJdk0Ynjpp8l+trkn58Uqsf6RYrYkEK+3X18EX+TNdtJI0WxAtc+L84SQ==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "argparse": "^2.0.1"
             },
@@ -5920,7 +5911,6 @@
             "integrity": "sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "bin": {
                 "acorn": "bin/acorn"
             },
@@ -6642,7 +6632,6 @@
                 }
             ],
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "baseline-browser-mapping": "^2.9.0",
                 "caniuse-lite": "^1.0.30001759",
@@ -7236,7 +7225,6 @@
             "dev": true,
             "hasInstallScript": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@cypress/request": "^3.0.6",
                 "@cypress/xvfb": "^1.2.4",
@@ -7329,9 +7317,9 @@
             }
         },
         "node_modules/daisyui": {
-            "version": "5.5.16",
-            "resolved": "https://registry.npmjs.org/daisyui/-/daisyui-5.5.16.tgz",
-            "integrity": "sha512-EPGcgduRIwXoQPuIl+r2BXRQsOutvf7UEB/mBfRiD2fdOYYnUqDU5PNp2eONnRqo1DxSsnD01gCRPccH65FWtQ==",
+            "version": "5.5.18",
+            "resolved": "https://registry.npmjs.org/daisyui/-/daisyui-5.5.18.tgz",
+            "integrity": "sha512-VVzjpOitMGB6DWIBeRSapbjdOevFqyzpk9u5Um6a4tyId3JFrU5pbtF0vgjXDth76mJZbueN/j9Ok03SPrh/og==",
             "dev": true,
             "license": "MIT",
             "funding": {
@@ -8472,7 +8460,6 @@
             "integrity": "sha512-LEyamqS7W5HB3ujJyvi0HQK/dtVINZvd5mAAp9eT5S/ujByGjiZLCzPcHVzuXbpJDJF/cxwHlfceVUDZ2lnSTw==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@eslint-community/eslint-utils": "^4.8.0",
                 "@eslint-community/regexpp": "^4.12.1",
@@ -8713,7 +8700,6 @@
             "integrity": "sha512-r2XFCK4qlo1sxEoAMIoTTX0PZAdla0JJDt1fmYiworZUX67WeEGqm+JbyAg3M+pGiJ5U6Mp5WQbontXWtIW7TA==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@eslint-community/eslint-utils": "^4.4.0",
                 "natural-compare": "^1.4.0",
@@ -10685,7 +10671,6 @@
             "integrity": "sha512-/imKNG4EbWNrVjoNC/1H5/9GFy+tqjGBHCaSsN+P2RnPqjsLmv6UD3Ej+Kj8nBWaRAwyk7kK5ZUc+OEatnTR3A==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "bin": {
                 "jiti": "bin/jiti.js"
             }
@@ -11837,7 +11822,6 @@
             "dev": true,
             "hasInstallScript": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@napi-rs/wasm-runtime": "0.2.4",
                 "@yarnpkg/lockfile": "^1.1.0",
@@ -12392,7 +12376,6 @@
                 }
             ],
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "nanoid": "^3.3.11",
                 "picocolors": "^1.1.1",
@@ -12784,7 +12767,6 @@
             "version": "4.52.2",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@types/estree": "1.0.8"
             },
@@ -13445,8 +13427,7 @@
             "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-4.1.18.tgz",
             "integrity": "sha512-4+Z+0yiYyEtUVCScyfHCxOYP06L5Ne+JiHhY2IjR2KWMIWhJOYZKLSGZaP5HkZ8+bY0cxfzwDE5uOmzFXyIwxw==",
             "dev": true,
-            "license": "MIT",
-            "peer": true
+            "license": "MIT"
         },
         "node_modules/tapable": {
             "version": "2.3.0",
@@ -13778,7 +13759,6 @@
             "integrity": "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==",
             "devOptional": true,
             "license": "Apache-2.0",
-            "peer": true,
             "bin": {
                 "tsc": "bin/tsc",
                 "tsserver": "bin/tsserver"
@@ -13845,7 +13825,6 @@
             "integrity": "sha512-EHrrEsyhOhxYt8MTg4zTF+DJMuNBzWwgvvOYNj/zm1vnaD/IC5zCXFehZv94Piqa2cRFfXrTFxIvO95L7Qc/cw==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@typescript-eslint/scope-manager": "8.44.1",
                 "@typescript-eslint/types": "8.44.1",
@@ -14108,7 +14087,6 @@
             "integrity": "sha512-w+N7Hifpc3gRjZ63vYBXA56dvvRlNWRczTdmCBBa+CotUzAPf5b7YMdMR/8CQoeYE5LX3W4wj6RYTgonm1b9DA==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "esbuild": "^0.27.0",
                 "fdir": "^6.5.0",
@@ -14282,7 +14260,6 @@
             "version": "3.2.4",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@types/chai": "^5.2.2",
                 "@vitest/expect": "3.2.4",
@@ -14393,7 +14370,6 @@
             "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.27.tgz",
             "integrity": "sha512-aJ/UtoEyFySPBGarREmN4z6qNKpbEguYHMmXSiOGk69czc+zhs0NF6tEFrY8TZKAl8N/LYAkd4JHVd5E/AsSmw==",
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@vue/compiler-dom": "3.5.27",
                 "@vue/compiler-sfc": "3.5.27",
@@ -14419,7 +14395,6 @@
             "version": "10.2.0",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "debug": "^4.4.0",
                 "eslint-scope": "^8.2.0",
@@ -14454,7 +14429,6 @@
             "resolved": "https://registry.npmjs.org/vue-i18n/-/vue-i18n-11.2.8.tgz",
             "integrity": "sha512-vJ123v/PXCZntd6Qj5Jumy7UBmIuE92VrtdX+AXr+1WzdBHojiBxnAxdfctUFL+/JIN+VQH4BhsfTtiGsvVObg==",
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@intlify/core-base": "11.2.8",
                 "@intlify/shared": "11.2.8",
diff --git a/services/mcp-server/Dockerfile b/services/mcp-server/Dockerfile
index 39b3fa9a..c97302e9 100644
--- a/services/mcp-server/Dockerfile
+++ b/services/mcp-server/Dockerfile
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.13.7-bookworm AS build
+FROM --platform=linux/amd64 python:3.14.3-bookworm AS build
 
 ENV POETRY_VIRTUALENVS_PATH=/opt/.venv \
     POETRY_VIRTUALENVS_CREATE=false \
@@ -24,7 +24,7 @@ RUN mkdir -p log && chmod 700 log \
 RUN poetry config virtualenvs.create false \
     && poetry install --no-interaction --no-ansi --no-root
 
-FROM --platform=linux/amd64 python:3.13.7-bookworm
+FROM --platform=linux/amd64 python:3.14.3-bookworm
 
 WORKDIR /app/services/mcp-server
 
diff --git a/services/mcp-server/Dockerfile.dev b/services/mcp-server/Dockerfile.dev
index a27c513c..2085aeed 100644
--- a/services/mcp-server/Dockerfile.dev
+++ b/services/mcp-server/Dockerfile.dev
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.13.7-bookworm
+FROM --platform=linux/amd64 python:3.14.3-bookworm
 
 # Dev image for mcp-server (no local libs)
 ENV POETRY_VIRTUALENVS_PATH=/app/services/mcp-server/.venv
diff --git a/services/mcp-server/poetry.lock b/services/mcp-server/poetry.lock
index 3ec32fc7..80082d0e 100644
--- a/services/mcp-server/poetry.lock
+++ b/services/mcp-server/poetry.lock
@@ -71,14 +71,14 @@ files = [
 
 [[package]]
 name = "authlib"
-version = "1.6.6"
+version = "1.6.8"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "authlib-1.6.6-py2.py3-none-any.whl", hash = "sha256:7d9e9bc535c13974313a87f53e8430eb6ea3d1cf6ae4f6efcd793f2e949143fd"},
-    {file = "authlib-1.6.6.tar.gz", hash = "sha256:45770e8e056d0f283451d9996fbb59b70d45722b45d854d58f32878d0a40c38e"},
+    {file = "authlib-1.6.8-py2.py3-none-any.whl", hash = "sha256:97286fd7a15e6cfefc32771c8ef9c54f0ed58028f1322de6a2a7c969c3817888"},
+    {file = "authlib-1.6.8.tar.gz", hash = "sha256:41ae180a17cf672bc784e4a518e5c82687f1fe1e98b0cafaeda80c8e4ab2d1cb"},
 ]
 
 [package.dependencies]
diff --git a/services/rag-backend/Dockerfile b/services/rag-backend/Dockerfile
index 255ae012..389da865 100644
--- a/services/rag-backend/Dockerfile
+++ b/services/rag-backend/Dockerfile
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.13-bookworm AS build
+FROM --platform=linux/amd64 python:3.14-bookworm AS build
 
 ENV POETRY_VIRTUALENVS_PATH=/opt/.venv \
     POETRY_VIRTUALENVS_CREATE=false \
@@ -36,7 +36,7 @@ RUN poetry config virtualenvs.create false \
     && cd /app/services/rag-backend \
     && poetry install --no-interaction --no-ansi --no-root --with ${DEPENDENCY_GROUP}
 
-FROM --platform=linux/amd64 python:3.13-bookworm
+FROM --platform=linux/amd64 python:3.14-bookworm
 
 WORKDIR /app/services/rag-backend
 
diff --git a/services/rag-backend/Dockerfile.dev b/services/rag-backend/Dockerfile.dev
index bfd6484e..97bb698a 100644
--- a/services/rag-backend/Dockerfile.dev
+++ b/services/rag-backend/Dockerfile.dev
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.13-bookworm
+FROM --platform=linux/amd64 python:3.14-bookworm
 
 # Dev image: source-based, fast iteration
 ENV POETRY_VIRTUALENVS_PATH=/app/services/rag-backend/.venv
diff --git a/services/rag-backend/pyproject.toml b/services/rag-backend/pyproject.toml
index bfc50e32..23ddfdae 100644
--- a/services/rag-backend/pyproject.toml
+++ b/services/rag-backend/pyproject.toml
@@ -119,8 +119,8 @@ priority = "supplemental"
 
 
 [tool.poetry.group.prod.dependencies]
-rag-core-api = "==4.2.0"
-rag-core-lib = "==4.2.0"
+rag-core-api = "==4.2.0.post20260210203817"
+rag-core-lib = "==4.2.0.post20260210203817"