diff --git a/.github/workflows/semantic-release.yml b/.github/workflows/semantic-release.yml
index c8a3f388..3d606796 100644
--- a/.github/workflows/semantic-release.yml
+++ b/.github/workflows/semantic-release.yml
@@ -31,7 +31,7 @@ jobs:
       - name: setup-node
         uses: actions/setup-node@v4
         with:
-          node-version: "22.13.1"
+          node-version: "22.17.1"
 
       - name: create-archives
         run: |
diff --git a/infrastructure/.github/workflows/semantic-release.yml b/infrastructure/.github/workflows/semantic-release.yml
index 1ec3213d..f49f363a 100644
--- a/infrastructure/.github/workflows/semantic-release.yml
+++ b/infrastructure/.github/workflows/semantic-release.yml
@@ -19,7 +19,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: "22.13.1"
+          node-version: "22.17.1"
       - name: Install dependencies
         run: npm clean-install
       - name: Verify the integrity of provenance attestations and registry signatures for installed dependencies
diff --git a/infrastructure/rag/Chart.lock b/infrastructure/rag/Chart.lock
index 8cf43546..5727ecc6 100644
--- a/infrastructure/rag/Chart.lock
+++ b/infrastructure/rag/Chart.lock
@@ -1,18 +1,18 @@
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: 0.12.1
+  version: 0.13.1
 - name: qdrant
   repository: https://qdrant.github.io/qdrant-helm
-  version: 1.12.6
+  version: 1.15.0
 - name: minio
   repository: https://charts.bitnami.com/bitnami
-  version: 15.0.3
+  version: 15.0.7
 - name: keydb
   repository: https://enapter.github.io/charts/
   version: 0.48.0
 - name: ollama
   repository: https://otwld.github.io/ollama-helm/
-  version: 1.1.0
-digest: sha256:9c99676d554fe68802c434b3daac2d50778e38d2793d10b84d1f4d6d78f99726
-generated: "2025-07-02T12:36:38.510315+02:00"
+  version: 1.24.0
+digest: sha256:5d274ff927bf767fd41057275293a1751fd0f7834d7499d2b3345eb0f433335b
+generated: "2025-07-31T08:32:30.614652929Z"
diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml
index 138164d1..47ae8127 100644
--- a/infrastructure/rag/Chart.yaml
+++ b/infrastructure/rag/Chart.yaml
@@ -10,15 +10,15 @@ appVersion: "1.0.0"
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: "0.12.1"
+  version: "0.13.1"
   condition: features.langfuse.enabled
 - name: qdrant
-  version: 1.12.6
+  version: 1.15.0
   repository: "https://qdrant.github.io/qdrant-helm"
   condition: features.qdrant.enabled
 - name: minio
   repository: https://charts.bitnami.com/bitnami
-  version: "15.0.3"
+  version: "15.0.7"
   condition: features.minio.enabled
 - name: keydb
   repository: https://enapter.github.io/charts/
@@ -26,6 +26,6 @@ dependencies:
   condition: features.keydb.enabled
 - name: ollama
   alias: ollama
-  version: 1.1.0
+  version: 1.24.0
   repository: https://otwld.github.io/ollama-helm/
   condition: features.ollama.enabled
diff --git a/infrastructure/rag/values.yaml b/infrastructure/rag/values.yaml
index ac0e0160..aeafe218 100644
--- a/infrastructure/rag/values.yaml
+++ b/infrastructure/rag/values.yaml
@@ -216,7 +216,7 @@ frontend:
   image:
     repository: ghcr.io/stackitcloud/rag-template/frontend
     pullPolicy: Always
-    tag: "latest"
+    tag: "v2.0.0"
 
   service:
     type: ClusterIP
@@ -251,7 +251,7 @@ adminBackend:
   image:
     repository: ghcr.io/stackitcloud/rag-template/admin-backend
     pullPolicy: Always
-    tag: "latest"
+    tag: "v2.0.0"
 
   command:
   - "poetry"
@@ -331,7 +331,7 @@ extractor:
   image:
     repository: ghcr.io/stackitcloud/rag-template/document-extractor
     pullPolicy: Always
-    tag: "latest"
+    tag: "v2.0.0"
 
   command:
   - "poetry"
@@ -379,7 +379,7 @@ adminFrontend:
   image:
     repository: ghcr.io/stackitcloud/rag-template/admin-frontend
     pullPolicy: Always
-    tag: "latest"
+    tag: "v2.0.0"
 
   service:
     type: ClusterIP
@@ -452,7 +452,7 @@ langfuse:
   image:
     repository: ghcr.io/langfuse/langfuse
     pullPolicy: Always
-    tag: "3.27.2"
+    tag: "3.88.1"
   postgresql:
     deploy: true
     auth:
diff --git a/infrastructure/server-setup/base-setup/Chart.lock b/infrastructure/server-setup/base-setup/Chart.lock
index e07a5c53..367ddc52 100644
--- a/infrastructure/server-setup/base-setup/Chart.lock
+++ b/infrastructure/server-setup/base-setup/Chart.lock
@@ -1,9 +1,9 @@
 dependencies:
 - name: cert-manager
   repository: https://charts.jetstack.io
-  version: v1.12.3
+  version: v1.18.2
 - name: nginx-ingress-controller
   repository: https://charts.bitnami.com/bitnami
-  version: 11.4.1
-digest: sha256:50d1681804095d5d70589f1fd828181320e89b1666675ae0d12c803e792e6760
-generated: "2024-09-11T22:43:52.025580423+02:00"
+  version: 11.6.27
+digest: sha256:3197e71b2e91041da3bca61187bd413ea86ed7778a8cecf363182be1aaead1f0
+generated: "2025-07-31T08:32:45.824521293Z"
diff --git a/infrastructure/server-setup/base-setup/Chart.yaml b/infrastructure/server-setup/base-setup/Chart.yaml
index 4ee3f336..938ea330 100644
--- a/infrastructure/server-setup/base-setup/Chart.yaml
+++ b/infrastructure/server-setup/base-setup/Chart.yaml
@@ -7,8 +7,8 @@ version: 0.0.1
 appVersion: "0.0.1"
 dependencies:
 - name: cert-manager
-  version: "v1.12.3"
+  version: "v1.18.2"
   repository: https://charts.jetstack.io
 - name: nginx-ingress-controller
-  version: "11.4.1"
+  version: "11.6.27"
   repository: https://charts.bitnami.com/bitnami
diff --git a/infrastructure/terraform/main.tf b/infrastructure/terraform/main.tf
index 5ca76782..a62dc05e 100644
--- a/infrastructure/terraform/main.tf
+++ b/infrastructure/terraform/main.tf
@@ -2,7 +2,7 @@ terraform {
   required_providers {
     stackit = {
       source  = "stackitcloud/stackit"
-      version = "~> 0.50.0"
+      version = "~> 0.58.0"
     }
   }
 }
diff --git a/libs/.github/workflows/semantic-release.yml b/libs/.github/workflows/semantic-release.yml
index 295f5525..658e8214 100644
--- a/libs/.github/workflows/semantic-release.yml
+++ b/libs/.github/workflows/semantic-release.yml
@@ -19,7 +19,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: "22.13.1"
+          node-version: "22.17.1"
       - name: Install dependencies
         run: npm install
       - name: Verify the integrity of provenance attestations and registry signatures for installed dependencies
diff --git a/libs/admin-api-lib/poetry.lock b/libs/admin-api-lib/poetry.lock
index a98ba260..d4ebf9e9 100644
--- a/libs/admin-api-lib/poetry.lock
+++ b/libs/admin-api-lib/poetry.lock
@@ -296,18 +296,18 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.39.3"
+version = "1.39.17"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.39.3-py3-none-any.whl", hash = "sha256:056cfa2440fe1a157a7c2be897c749c83e1a322144aa4dad889f2fca66571019"},
-    {file = "boto3-1.39.3.tar.gz", hash = "sha256:0a367106497649ae3d8a7b571b8c3be01b7b935a0fe303d4cc2574ed03aecbb4"},
+    {file = "boto3-1.39.17-py3-none-any.whl", hash = "sha256:6af9f7d6db7b5e72d6869ae22ebad1b0c6602591af2ef5d914b331a055953df5"},
+    {file = "boto3-1.39.17.tar.gz", hash = "sha256:a6904a40b1c61f6a1766574b3155ec75a6020399fb570be2b51bf93a2c0a2b3d"},
 ]
 
 [package.dependencies]
-botocore = ">=1.39.3,<1.40.0"
+botocore = ">=1.39.17,<1.40.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -316,14 +316,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.39.3"
+version = "1.39.17"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "botocore-1.39.3-py3-none-any.whl", hash = "sha256:66a81cfac18ad5e9f47696c73fdf44cdbd8f8ca51ab3fca1effca0aabf61f02f"},
-    {file = "botocore-1.39.3.tar.gz", hash = "sha256:da8f477e119f9f8a3aaa8b3c99d9c6856ed0a243680aa3a3fbbfc15a8d4093fb"},
+    {file = "botocore-1.39.17-py3-none-any.whl", hash = "sha256:41db169e919f821b3ef684794c5e67dd7bb1f5ab905d33729b1d8c27fafe8004"},
+    {file = "botocore-1.39.17.tar.gz", hash = "sha256:1a1f0b29dab5d1b10d16f14423c16ac0a3043272f579e9ab0d757753ee9a7d2b"},
 ]
 
 [package.dependencies]
@@ -673,38 +673,38 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "debugpy"
-version = "1.8.14"
+version = "1.8.15"
 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-1.8.14-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d937d93ae4fa51cdc94d3e865f535f185d5f9748efb41d0d49e33bf3365bd79"},
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+    {file = "debugpy-1.8.15-py2.py3-none-any.whl", hash = "sha256:bce2e6c5ff4f2e00b98d45e7e01a49c7b489ff6df5f12d881c67d2f1ac635f3d"},
+    {file = "debugpy-1.8.15.tar.gz", hash = "sha256:58d7a20b7773ab5ee6bdfb2e6cf622fdf1e40c9d5aef2857d85391526719ac00"},
 ]
 
 [[package]]
@@ -784,24 +784,25 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.14"
+version = "0.116.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"},
-    {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"},
+    {file = "fastapi-0.116.1-py3-none-any.whl", hash = "sha256:c46ac7c312df840f0c9e220f7964bada936781bc4e2e6eb71f1c4d7553786565"},
+    {file = "fastapi-0.116.1.tar.gz", hash = "sha256:ed52cbf946abfd70c5a0dccb24673f0670deeb517a88b3544d03c2a6bf283143"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.47.0"
+starlette = ">=0.40.0,<0.48.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "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)"]
-standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "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)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "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)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "filelock"
@@ -1094,14 +1095,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -1843,23 +1844,23 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.23"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_community-0.3.23-py3-none-any.whl", hash = "sha256:7b5328e749df6bbaf8e60c53d810a95ab22f2d2262911b206b0fb582d58350b7"},
-    {file = "langchain_community-0.3.23.tar.gz", hash = "sha256:afb4b34d8b75fc00f78b2270e988bb48fff96b333d23fae05ab32d012940973f"},
+    {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"},
+    {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.24,<1.0.0"
-langchain-core = ">=0.3.56,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1869,20 +1870,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.68"
+version = "0.3.72"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.68-py3-none-any.whl", hash = "sha256:5e5c1fbef419590537c91b8c2d86af896fbcbaf0d5ed7fdcdd77f7d8f3467ba0"},
-    {file = "langchain_core-0.3.68.tar.gz", hash = "sha256:312e1932ac9aa2eaf111b70fdc171776fa571d1a86c1f873dcac88a094b19c6f"},
+    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
+    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.3.45"
-packaging = ">=23.2,<25"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -1922,14 +1923,14 @@ langchain-core = ">=0.3.51,<1.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.0.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.0.0-py3-none-any.whl", hash = "sha256:5f493bd15760b15195cc71ec7aaa4f93008058a1f5dfe4b32f72f31cbdc6f605"},
-    {file = "langfuse-3.0.0.tar.gz", hash = "sha256:c47449ae93a3007efee6b861484f529efb187ddbfb5093e0cb94b84636e0a605"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
@@ -3021,14 +3022,14 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests
 
 [[package]]
 name = "pytest-asyncio"
-version = "1.0.0"
+version = "1.1.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pytest_asyncio-1.0.0-py3-none-any.whl", hash = "sha256:4f024da9f1ef945e680dc68610b52550e36590a67fd31bb3b4943979a1f90ef3"},
-    {file = "pytest_asyncio-1.0.0.tar.gz", hash = "sha256:d15463d13f4456e1ead2594520216b225a16f781e144f8fdf6c5bb4667c48b3f"},
+    {file = "pytest_asyncio-1.1.0-py3-none-any.whl", hash = "sha256:5fe2d69607b0bd75c656d1211f969cadba035030156745ee09e7d71740e58ecf"},
+    {file = "pytest_asyncio-1.1.0.tar.gz", hash = "sha256:796aa822981e01b68c12e4827b8697108f7205020f24b5793b3c41555dab68ea"},
 ]
 
 [package.dependencies]
@@ -3157,10 +3158,10 @@ develop = false
 deprecated = "^1.2.18"
 flashrank = "^0.2.10"
 langchain = "^0.3.25"
-langchain-community = "0.3.23"
-langchain-core = "0.3.68"
+langchain-community = "0.3.27"
+langchain-core = "0.3.72"
 langchain-openai = "^0.3.27"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
 pydantic = "^2.11.4"
@@ -3759,14 +3760,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.3"
+version = "0.35.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"},
-    {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"},
+    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
+    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
 ]
 
 [package.dependencies]
@@ -4120,4 +4121,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "28827653a07bb505f4da3384ec9896368e8a8aa078b0d6fb6e690754766411c9"
+content-hash = "567b2368fd8d8c5e6905c764d92fcb3ae95ea0f404682a26e868ad854934b323"
diff --git a/libs/admin-api-lib/pyproject.toml b/libs/admin-api-lib/pyproject.toml
index a811da10..ad42905e 100644
--- a/libs/admin-api-lib/pyproject.toml
+++ b/libs/admin-api-lib/pyproject.toml
@@ -85,7 +85,7 @@ flake8-pytest-style = "^2.1.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
@@ -97,14 +97,14 @@ pytest-asyncio = "^1.0.0"
 [tool.poetry.dependencies]
 rag-core-lib = {path = "../rag-core-lib"}
 python = "^3.13"
-uvicorn = "^0.34.2"
-fastapi = "^0.115.12"
+uvicorn = "^0.35.0"
+fastapi = "^0.116.0"
 dependency-injector = "^4.46.0"
 python-dateutil = "^2.9.0.post0"
 tenacity = "9.1.2"
 boto3 = "^1.38.10"
 tqdm = "^4.67.1"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 redis = "^6.0.0"
 pyyaml = "^6.0.2"
 python-multipart = "^0.0.20"
diff --git a/libs/extractor-api-lib/poetry.lock b/libs/extractor-api-lib/poetry.lock
index 971c446e..b0dec89b 100644
--- a/libs/extractor-api-lib/poetry.lock
+++ b/libs/extractor-api-lib/poetry.lock
@@ -355,18 +355,18 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.39.3"
+version = "1.39.17"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.39.3-py3-none-any.whl", hash = "sha256:056cfa2440fe1a157a7c2be897c749c83e1a322144aa4dad889f2fca66571019"},
-    {file = "boto3-1.39.3.tar.gz", hash = "sha256:0a367106497649ae3d8a7b571b8c3be01b7b935a0fe303d4cc2574ed03aecbb4"},
+    {file = "boto3-1.39.17-py3-none-any.whl", hash = "sha256:6af9f7d6db7b5e72d6869ae22ebad1b0c6602591af2ef5d914b331a055953df5"},
+    {file = "boto3-1.39.17.tar.gz", hash = "sha256:a6904a40b1c61f6a1766574b3155ec75a6020399fb570be2b51bf93a2c0a2b3d"},
 ]
 
 [package.dependencies]
-botocore = ">=1.39.3,<1.40.0"
+botocore = ">=1.39.17,<1.40.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -375,14 +375,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.39.3"
+version = "1.39.17"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "botocore-1.39.3-py3-none-any.whl", hash = "sha256:66a81cfac18ad5e9f47696c73fdf44cdbd8f8ca51ab3fca1effca0aabf61f02f"},
-    {file = "botocore-1.39.3.tar.gz", hash = "sha256:da8f477e119f9f8a3aaa8b3c99d9c6856ed0a243680aa3a3fbbfc15a8d4093fb"},
+    {file = "botocore-1.39.17-py3-none-any.whl", hash = "sha256:41db169e919f821b3ef684794c5e67dd7bb1f5ab905d33729b1d8c27fafe8004"},
+    {file = "botocore-1.39.17.tar.gz", hash = "sha256:1a1f0b29dab5d1b10d16f14423c16ac0a3043272f579e9ab0d757753ee9a7d2b"},
 ]
 
 [package.dependencies]
@@ -857,38 +857,38 @@ vision = ["Pillow (>=9.4.0)"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.14"
+version = "1.8.15"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "debugpy-1.8.14-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:93fee753097e85623cab1c0e6a68c76308cd9f13ffdf44127e6fab4fbf024339"},
-    {file = "debugpy-1.8.14-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d937d93ae4fa51cdc94d3e865f535f185d5f9748efb41d0d49e33bf3365bd79"},
-    {file = "debugpy-1.8.14-cp310-cp310-win32.whl", hash = "sha256:c442f20577b38cc7a9aafecffe1094f78f07fb8423c3dddb384e6b8f49fd2987"},
-    {file = "debugpy-1.8.14-cp310-cp310-win_amd64.whl", hash = "sha256:f117dedda6d969c5c9483e23f573b38f4e39412845c7bc487b6f2648df30fe84"},
-    {file = "debugpy-1.8.14-cp311-cp311-macosx_14_0_universal2.whl", hash = "sha256:1b2ac8c13b2645e0b1eaf30e816404990fbdb168e193322be8f545e8c01644a9"},
-    {file = "debugpy-1.8.14-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cf431c343a99384ac7eab2f763980724834f933a271e90496944195318c619e2"},
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 ]
 
 [[package]]
@@ -1023,24 +1023,25 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.14"
+version = "0.116.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 [package.dependencies]
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-starlette = ">=0.40.0,<0.47.0"
+starlette = ">=0.40.0,<0.48.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "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)"]
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+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "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)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "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)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "fasttext"
@@ -1060,7 +1061,7 @@ setuptools = ">=0.7.0"
 [package.source]
 type = "git"
 url = "https://github.com/cfculhane/fastText"
-reference = "main"
+reference = "4a4451337ae6b476b9c584b97776c8c3eb4b27c5"
 resolved_reference = "4a4451337ae6b476b9c584b97776c8c3eb4b27c5"
 
 [[package]]
@@ -1366,14 +1367,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1870,20 +1871,20 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.3.25"
+version = "0.3.27"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.9"
+python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
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+    {file = "langchain-0.3.27-py3-none-any.whl", hash = "sha256:7b20c4f338826acb148d885b20a73a16e410ede9ee4f19bb02011852d5f98798"},
+    {file = "langchain-0.3.27.tar.gz", hash = "sha256:aa6f1e6274ff055d0fd36254176770f356ed0a8994297d1df47df341953cec62"},
 ]
 
 [package.dependencies]
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-langchain-text-splitters = ">=0.3.8,<1.0.0"
-langsmith = ">=0.1.17,<0.4"
+langchain-core = ">=0.3.72,<1.0.0"
+langchain-text-splitters = ">=0.3.9,<1.0.0"
+langsmith = ">=0.1.17"
 pydantic = ">=2.7.4,<3.0.0"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
@@ -1910,23 +1911,23 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.24"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"},
+    {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"},
 ]
 
 [package.dependencies]
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 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.25,<1.0.0"
-langchain-core = ">=0.3.59,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1936,20 +1937,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.63"
+version = "0.3.72"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
+    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.126,<0.4"
-packaging = ">=23.2,<25"
+langsmith = ">=0.3.45"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -1957,18 +1958,18 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.3.8"
+version = "0.3.9"
 description = "LangChain text splitting utilities"
 optional = false
-python-versions = "<4.0,>=3.9"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.51,<1.0.0"
+langchain-core = ">=0.3.72,<1.0.0"
 
 [[package]]
 name = "langdetect"
@@ -2540,23 +2541,23 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "opencv-python"
-version = "4.11.0.86"
+version = "4.12.0.88"
 description = "Wrapper package for OpenCV python bindings."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
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+    {file = "opencv_python-4.12.0.88-cp37-abi3-win_amd64.whl", hash = "sha256:d98edb20aa932fd8ebd276a72627dad9dc097695b3d435a4257557bbb49a79d2"},
 ]
 
 [package.dependencies]
-numpy = {version = ">=1.26.0", markers = "python_version >= \"3.12\""}
+numpy = {version = ">=2,<2.3.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "opencv-python-headless"
@@ -2826,14 +2827,14 @@ pillow = "*"
 
 [[package]]
 name = "pdfminer-six"
-version = "20250327"
+version = "20250506"
 description = "PDF parser and analyzer"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pdfminer_six-20250327-py3-none-any.whl", hash = "sha256:5af494c85b1ecb7c28df5e3a26bb5234a8226a307503d9a09f4958bc154b16a9"},
-    {file = "pdfminer_six-20250327.tar.gz", hash = "sha256:57f6c34c2702df04cfa3191622a3db0a922ced686d35283232b00094f8914aa1"},
+    {file = "pdfminer_six-20250506-py3-none-any.whl", hash = "sha256:d81ad173f62e5f841b53a8ba63af1a4a355933cfc0ffabd608e568b9193909e3"},
+    {file = "pdfminer_six-20250506.tar.gz", hash = "sha256:b03cc8df09cf3c7aba8246deae52e0bca7ebb112a38895b5e1d4f5dd2b8ca2e7"},
 ]
 
 [package.dependencies]
@@ -2847,18 +2848,18 @@ image = ["Pillow"]
 
 [[package]]
 name = "pdfplumber"
-version = "0.11.6"
+version = "0.11.7"
 description = "Plumb a PDF for detailed information about each char, rectangle, and line."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "pdfplumber-0.11.6-py3-none-any.whl", hash = "sha256:169fc2b8dbf328c81a4e9bab30af0c304ad4b472fd7816616eabdb79dc5d9d17"},
-    {file = "pdfplumber-0.11.6.tar.gz", hash = "sha256:d0f419e031641d9eac70dc18c60e1fc3ca2ec28cce7e149644923c030a0003ff"},
+    {file = "pdfplumber-0.11.7-py3-none-any.whl", hash = "sha256:edd2195cca68bd770da479cf528a737e362968ec2351e62a6c0b71ff612ac25e"},
+    {file = "pdfplumber-0.11.7.tar.gz", hash = "sha256:fa67773e5e599de1624255e9b75d1409297c5e1d7493b386ce63648637c67368"},
 ]
 
 [package.dependencies]
-"pdfminer.six" = "20250327"
+"pdfminer.six" = "20250506"
 Pillow = ">=9.1"
 pypdfium2 = ">=4.18.0"
 
@@ -3498,25 +3499,25 @@ image = ["Pillow (>=8.0.0)"]
 
 [[package]]
 name = "pypdfium2"
-version = "4.30.1"
+version = "4.30.0"
 description = "Python bindings to PDFium"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "pypdfium2-4.30.1-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:e07c47633732cc18d890bb7e965ad28a9c5a932e548acb928596f86be2e5ae37"},
-    {file = "pypdfium2-4.30.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5ea2d44e96d361123b67b00f527017aa9c847c871b5714e013c01c3eb36a79fe"},
-    {file = "pypdfium2-4.30.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1de7a3a36803171b3f66911131046d65a732f9e7834438191cb58235e6163c4e"},
-    {file = "pypdfium2-4.30.1-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b8a4231efb13170354f568c722d6540b8d5b476b08825586d48ef70c40d16e03"},
-    {file = "pypdfium2-4.30.1-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6f434a4934e8244aa95343ffcf24e9ad9f120dbb4785f631bb40a88c39292493"},
-    {file = "pypdfium2-4.30.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f454032a0bc7681900170f67d8711b3942824531e765f91c2f5ce7937f999794"},
-    {file = "pypdfium2-4.30.1-py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:bbf9130a72370ee9d602e39949b902db669a2a1c24746a91e5586eb829055d9f"},
-    {file = "pypdfium2-4.30.1-py3-none-musllinux_1_1_i686.whl", hash = "sha256:5cb52884b1583b96e94fd78542c63bb42e06df5e8f9e52f8f31f5ad5a1e53367"},
-    {file = "pypdfium2-4.30.1-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:1a9e372bd4867ff223cc8c338e33fe11055dad12f22885950fc27646cc8d9122"},
-    {file = "pypdfium2-4.30.1-py3-none-win32.whl", hash = "sha256:421f1cf205e213e07c1f2934905779547f4f4a2ff2f59dde29da3d511d3fc806"},
-    {file = "pypdfium2-4.30.1-py3-none-win_amd64.whl", hash = "sha256:598a7f20264ab5113853cba6d86c4566e4356cad037d7d1f849c8c9021007e05"},
-    {file = "pypdfium2-4.30.1-py3-none-win_arm64.whl", hash = "sha256:c2b6d63f6d425d9416c08d2511822b54b8e3ac38e639fc41164b1d75584b3a8c"},
-    {file = "pypdfium2-4.30.1.tar.gz", hash = "sha256:5f5c7c6d03598e107d974f66b220a49436aceb191da34cda5f692be098a814ce"},
+    {file = "pypdfium2-4.30.0-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:b33ceded0b6ff5b2b93bc1fe0ad4b71aa6b7e7bd5875f1ca0cdfb6ba6ac01aab"},
+    {file = "pypdfium2-4.30.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4e55689f4b06e2d2406203e771f78789bd4f190731b5d57383d05cf611d829de"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e6e50f5ce7f65a40a33d7c9edc39f23140c57e37144c2d6d9e9262a2a854854"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3d0dd3ecaffd0b6dbda3da663220e705cb563918249bda26058c6036752ba3a2"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cc3bf29b0db8c76cdfaac1ec1cde8edf211a7de7390fbf8934ad2aa9b4d6dfad"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f1f78d2189e0ddf9ac2b7a9b9bd4f0c66f54d1389ff6c17e9fd9dc034d06eb3f"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:5eda3641a2da7a7a0b2f4dbd71d706401a656fea521b6b6faa0675b15d31a163"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_i686.whl", hash = "sha256:0dfa61421b5eb68e1188b0b2231e7ba35735aef2d867d86e48ee6cab6975195e"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:f33bd79e7a09d5f7acca3b0b69ff6c8a488869a7fab48fdf400fec6e20b9c8be"},
+    {file = "pypdfium2-4.30.0-py3-none-win32.whl", hash = "sha256:ee2410f15d576d976c2ab2558c93d392a25fb9f6635e8dd0a8a3a5241b275e0e"},
+    {file = "pypdfium2-4.30.0-py3-none-win_amd64.whl", hash = "sha256:90dbb2ac07be53219f56be09961eb95cf2473f834d01a42d901d13ccfad64b4c"},
+    {file = "pypdfium2-4.30.0-py3-none-win_arm64.whl", hash = "sha256:119b2969a6d6b1e8d55e99caaf05290294f2d0fe49c12a3f17102d01c441bd29"},
+    {file = "pypdfium2-4.30.0.tar.gz", hash = "sha256:48b5b7e5566665bc1015b9d69c1ebabe21f6aee468b509531c3c8318eeee2e16"},
 ]
 
 [[package]]
@@ -4371,20 +4372,20 @@ files = [
 
 [[package]]
 name = "unstructured"
-version = "0.17.2"
+version = "0.18.11"
 description = "A library that prepares raw documents for downstream ML tasks."
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
-    {file = "unstructured-0.17.2-py3-none-any.whl", hash = "sha256:527dd26a4b273aebef2f9119c9d4f0d0ce17640038d92296d23abe89be123840"},
-    {file = "unstructured-0.17.2.tar.gz", hash = "sha256:af18c3caef0a6c562cf77e34ee8b6ff522b605031d2336ffe565df66f126aa46"},
+    {file = "unstructured-0.18.11-py3-none-any.whl", hash = "sha256:85aec87032177b826ec278e57e3f74ef3a2aa7e887ab137875e572293cf9659b"},
+    {file = "unstructured-0.18.11.tar.gz", hash = "sha256:cf177d2a212a8bcd3a5a6750d8400c079764d30dabdb6605e7ba0a65679e00a0"},
 ]
 
 [package.dependencies]
 backoff = "*"
 beautifulsoup4 = "*"
-chardet = "*"
+charset-normalizer = "*"
 dataclasses-json = "*"
 emoji = "*"
 filetype = "*"
@@ -4407,25 +4408,25 @@ unstructured-client = "*"
 wrapt = "*"
 
 [package.extras]
-all-docs = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+all-docs = ["effdet", "google-cloud-vision", "markdown", "msoffcrypto-tool", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
 csv = ["pandas"]
 doc = ["python-docx (>=1.1.2)"]
 docx = ["python-docx (>=1.1.2)"]
 epub = ["pypandoc"]
 huggingface = ["langdetect", "sacremoses", "sentencepiece", "torch", "transformers"]
-image = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)"]
-local-inference = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+image = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)"]
+local-inference = ["effdet", "google-cloud-vision", "markdown", "msoffcrypto-tool", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
 md = ["markdown"]
 odt = ["pypandoc", "python-docx (>=1.1.2)"]
 org = ["pypandoc"]
 paddleocr = ["paddlepaddle (>=3.0.0b1)", "unstructured.paddleocr (==2.10.0)"]
-pdf = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)"]
+pdf = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)"]
 ppt = ["python-pptx (>=1.0.1)"]
 pptx = ["python-pptx (>=1.0.1)"]
 rst = ["pypandoc"]
 rtf = ["pypandoc"]
 tsv = ["pandas"]
-xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
+xlsx = ["msoffcrypto-tool", "networkx", "openpyxl", "pandas", "xlrd"]
 
 [[package]]
 name = "unstructured-client"
@@ -4468,14 +4469,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.3"
+version = "0.35.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"},
-    {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"},
+    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
+    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
 ]
 
 [package.dependencies]
diff --git a/libs/extractor-api-lib/pyproject.toml b/libs/extractor-api-lib/pyproject.toml
index 15a62511..0c5dbd4c 100644
--- a/libs/extractor-api-lib/pyproject.toml
+++ b/libs/extractor-api-lib/pyproject.toml
@@ -70,10 +70,10 @@ max-line-length = 120
 python = "^3.13"
 wheel = "^0.45.1"
 botocore = "^1.38.10"
-fasttext = {git = "https://github.com/cfculhane/fastText", rev = "main"}
+fasttext = {git = "https://github.com/cfculhane/fastText", rev = "4a4451337ae6b476b9c584b97776c8c3eb4b27c5"}
 pytesseract = "^0.3.10"
-fastapi = "^0.115.12"
-uvicorn = "^0.34.2"
+fastapi = "^0.116.0"
+uvicorn = "^0.35.0"
 dependency-injector = "^4.46.0"
 pydantic-settings = "^2.9.1"
 boto3 = "^1.38.10"
@@ -81,8 +81,8 @@ debugpy = "^1.8.14"
 python-multipart = "^0.0.20"
 oauthlib = "^3.2.2"
 requests-oauthlib = "^2.0.0"
-pdfplumber = "0.11.6"
-opencv-python = "4.11.0.86"
+pdfplumber = "0.11.7"
+opencv-python = "4.12.0.88"
 pdf2image = "1.17.0"
 datasets = "^3.5.1"
 pandas = "^2.2.2"
@@ -92,14 +92,15 @@ partial = "^1.0"
 pyyaml = "^6.0.2"
 numpy = "^2.2.5"
 docx2txt = "^0.9"
-unstructured = {extras = ["docx", "pptx"], version = "0.17.2"}
+unstructured = {extras = ["docx", "pptx"], version = "0.18.11"}
 html5lib = "^1.1"
 langchain-community = "^0.3.23"
 atlassian-python-api = "^4.0.3"
 markdownify = "^1.1.0"
-langchain-core = "0.3.63"
+langchain-core = "0.3.72"
 camelot-py = {extras = ["cv"], version = "^1.0.0"}
 fake-useragent = "^2.2.0"
+pypdfium2 = "4.30.0"
 pypandoc-binary = "^1.15"
 
 [tool.poetry.group.dev.dependencies]
@@ -122,7 +123,7 @@ flake8-pytest-style = "^2.1.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/libs/poetry.lock b/libs/poetry.lock
index d37fa4bb..bb9630f3 100644
--- a/libs/poetry.lock
+++ b/libs/poetry.lock
@@ -428,14 +428,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["main"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -764,4 +764,4 @@ pbr = ">=2.0.0"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "b8c76039873e191433a28871f301473ff295be933062ab52809316ddb25910c2"
+content-hash = "805107635e1e441811af01de35a549fecca1b5ea07f42a8c3a8feb3fb257decd"
diff --git a/libs/pyproject.toml b/libs/pyproject.toml
index 9dd2407b..a040dc92 100644
--- a/libs/pyproject.toml
+++ b/libs/pyproject.toml
@@ -72,7 +72,7 @@ flake8-pytest-style = "^2.1.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/libs/rag-core-api/.python-version b/libs/rag-core-api/.python-version
index 2d4715b6..86f8c02e 100644
--- a/libs/rag-core-api/.python-version
+++ b/libs/rag-core-api/.python-version
@@ -1 +1 @@
-3.11.11
+3.13.5
diff --git a/libs/rag-core-api/poetry.lock b/libs/rag-core-api/poetry.lock
index fbe46b75..dcbca107 100644
--- a/libs/rag-core-api/poetry.lock
+++ b/libs/rag-core-api/poetry.lock
@@ -688,38 +688,38 @@ vision = ["Pillow (>=9.4.0)"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.14"
+version = "1.8.15"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "debugpy-1.8.14-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:93fee753097e85623cab1c0e6a68c76308cd9f13ffdf44127e6fab4fbf024339"},
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 [[package]]
@@ -827,35 +827,36 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.14"
+version = "0.116.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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-starlette = ">=0.40.0,<0.47.0"
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 typing-extensions = ">=4.8.0"
 
 [package.extras]
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 [[package]]
 name = "fastembed"
-version = "0.6.1"
+version = "0.7.1"
 description = "Fast, light, accurate library built for retrieval embedding generation"
 optional = false
 python-versions = ">=3.9.0"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -1161,14 +1162,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1942,23 +1943,23 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.23"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"},
+    {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"},
 ]
 
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 dataclasses-json = ">=0.5.7,<0.7"
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-langchain = ">=0.3.24,<1.0.0"
-langchain-core = ">=0.3.56,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1968,20 +1969,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.68"
+version = "0.3.72"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.3.45"
-packaging = ">=23.2,<25"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -1989,19 +1990,19 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-ollama"
-version = "0.3.3"
+version = "0.3.6"
 description = "An integration package connecting Ollama and LangChain"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "langchain_ollama-0.3.6-py3-none-any.whl", hash = "sha256:b339bd3fcf913b8d606ad426ef39e7122695532507fcd85aa96271b3f33dc3df"},
+    {file = "langchain_ollama-0.3.6.tar.gz", hash = "sha256:4270c4b30b3f3d10850cb9a1183b8c77d616195e0d9717ac745ef7f7f6cc2b6e"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.60,<1.0.0"
-ollama = ">=0.4.8,<1.0.0"
+langchain-core = ">=0.3.70,<1.0.0"
+ollama = ">=0.5.1,<1.0.0"
 
 [[package]]
 name = "langchain-openai"
@@ -2072,14 +2073,14 @@ six = "*"
 
 [[package]]
 name = "langfuse"
-version = "3.0.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.0.0-py3-none-any.whl", hash = "sha256:5f493bd15760b15195cc71ec7aaa4f93008058a1f5dfe4b32f72f31cbdc6f605"},
-    {file = "langfuse-3.0.0.tar.gz", hash = "sha256:c47449ae93a3007efee6b861484f529efb187ddbfb5093e0cb94b84636e0a605"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
@@ -2099,21 +2100,21 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
 name = "langgraph"
-version = "0.4.10"
+version = "0.5.4"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langgraph-0.4.10-py3-none-any.whl", hash = "sha256:fa1257afba55778f222981362c1221fb0cc166467a543c13729eb104b9becbc9"},
-    {file = "langgraph-0.4.10.tar.gz", hash = "sha256:391dadf5051bab212d711da62b10ae6c97bbc912a9f812b4b27e92a934a401c6"},
+    {file = "langgraph-0.5.4-py3-none-any.whl", hash = "sha256:7122840225623e081be24ac30a691a24e5dac4c0361f593208f912838192d7f6"},
+    {file = "langgraph-0.5.4.tar.gz", hash = "sha256:ab8f6b7b9c50fd2ae35a2efb072fbbfe79500dfc18071ac4ba6f5de5fa181931"},
 ]
 
 [package.dependencies]
 langchain-core = ">=0.1"
-langgraph-checkpoint = ">=2.0.26"
-langgraph-prebuilt = ">=0.2.0"
-langgraph-sdk = ">=0.1.42"
+langgraph-checkpoint = ">=2.1.0,<3.0.0"
+langgraph-prebuilt = ">=0.5.0,<0.6.0"
+langgraph-sdk = ">=0.1.42,<0.2.0"
 pydantic = ">=2.7.4"
 xxhash = ">=3.5.0"
 
@@ -2698,14 +2699,14 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.93.1"
+version = "1.98.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "openai-1.93.1-py3-none-any.whl", hash = "sha256:a2c2946c4f21346d4902311a7440381fd8a33466ee7ca688133d1cad29a9357c"},
-    {file = "openai-1.93.1.tar.gz", hash = "sha256:11eb8932965d0f79ecc4cb38a60a0c4cef4bcd5fcf08b99fc9a399fa5f1e50ab"},
+    {file = "openai-1.98.0-py3-none-any.whl", hash = "sha256:b99b794ef92196829120e2df37647722104772d2a74d08305df9ced5f26eae34"},
+    {file = "openai-1.98.0.tar.gz", hash = "sha256:3ee0fcc50ae95267fd22bd1ad095ba5402098f3df2162592e68109999f685427"},
 ]
 
 [package.dependencies]
@@ -2719,7 +2720,7 @@ tqdm = ">4"
 typing-extensions = ">=4.11,<5"
 
 [package.extras]
-aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.6)"]
+aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.8)"]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 realtime = ["websockets (>=13,<16)"]
 voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
@@ -3982,21 +3983,21 @@ files = [
 
 [[package]]
 name = "qdrant-client"
-version = "1.14.3"
+version = "1.15.0"
 description = "Client library for the Qdrant vector search engine"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "qdrant_client-1.14.3-py3-none-any.whl", hash = "sha256:66faaeae00f9b5326946851fe4ca4ddb1ad226490712e2f05142266f68dfc04d"},
-    {file = "qdrant_client-1.14.3.tar.gz", hash = "sha256:bb899e3e065b79c04f5e47053d59176150c0a5dabc09d7f476c8ce8e52f4d281"},
+    {file = "qdrant_client-1.15.0-py3-none-any.whl", hash = "sha256:f18bb311543de7e256ffa831be0d8a9d0729aaf549db7bcf95a5d356b48143f2"},
+    {file = "qdrant_client-1.15.0.tar.gz", hash = "sha256:475433b0acec51b66a132e91b631abe922accc64744bbb3180a04fe1fe889843"},
 ]
 
 [package.dependencies]
 grpcio = ">=1.41.0"
 httpx = {version = ">=0.20.0", extras = ["http2"]}
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
-portalocker = ">=2.7.0,<3.0.0"
+portalocker = ">=2.7.0,<4.0"
 protobuf = ">=3.20.0"
 pydantic = ">=1.10.8,<2.0.dev0 || >2.2.0"
 urllib3 = ">=1.26.14,<3"
@@ -4019,10 +4020,10 @@ develop = true
 deprecated = "^1.2.18"
 flashrank = "^0.2.10"
 langchain = "^0.3.25"
-langchain-community = "0.3.23"
-langchain-core = "0.3.68"
+langchain-community = "0.3.27"
+langchain-core = "0.3.72"
 langchain-openai = "^0.3.27"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
 pydantic = "^2.11.4"
@@ -4035,14 +4036,14 @@ url = "../rag-core-lib"
 
 [[package]]
 name = "ragas"
-version = "0.2.15"
+version = "0.3.0"
 description = ""
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "ragas-0.2.15-py3-none-any.whl", hash = "sha256:298cd3d1fe3bd21ca4d31023a55079740d7bdd27a8c915bb371cec3c50cde608"},
-    {file = "ragas-0.2.15.tar.gz", hash = "sha256:2d0cd77b315a9c9c02ceb0a19ca8a48e82e1d02416587a2944ea51e6e327cd7b"},
+    {file = "ragas-0.3.0-py3-none-any.whl", hash = "sha256:9e7bdbcf79c939d695ec10dbb7d587971f489145e0f18d33f40df085116c1c79"},
+    {file = "ragas-0.3.0.tar.gz", hash = "sha256:d45f174c665a544b5749d3b2034a207d79ff001fe57fc81f0cd425004b4906a2"},
 ]
 
 [package.dependencies]
@@ -4060,10 +4061,10 @@ pydantic = ">=2"
 tiktoken = "*"
 
 [package.extras]
-all = ["datacompy", "llama_index", "nltk", "pandas", "r2r", "rapidfuzz", "rouge_score", "sentence-transformers", "transformers"]
-dev = ["black[jupyter]", "datacompy", "fastembed", "graphene", "haystack-ai", "isort", "llama_index", "nltk", "notebook", "pandas", "pyright", "r2r", "rapidfuzz", "rich", "rouge_score", "ruff", "sacrebleu", "sentence-transformers", "sphinx-autobuild", "transformers"]
+all = ["datacompy", "llama_index", "nltk", "pandas", "r2r", "ragas-experimental", "rapidfuzz", "rouge_score", "sentence-transformers", "transformers"]
+dev = ["black[jupyter]", "datacompy", "fastembed", "graphene", "haystack-ai", "llama_index", "nbmake", "nltk", "notebook", "pandas", "pyright", "pytest", "pytest-asyncio", "pytest-xdist[psutil]", "r2r", "rapidfuzz", "rich", "rouge_score", "ruff", "sacrebleu", "sentence-transformers", "sphinx-autobuild", "transformers"]
 docs = ["mkdocs (>=1.6.1)", "mkdocs-autorefs", "mkdocs-gen-files", "mkdocs-git-committers-plugin-2", "mkdocs-git-revision-date-localized-plugin", "mkdocs-glightbox", "mkdocs-literate-nav", "mkdocs-material", "mkdocs-material[imaging]", "mkdocs-section-index", "mkdocstrings[python]"]
-test = ["llama_index", "nbmake", "pytest", "pytest-asyncio", "pytest-xdist[psutil]"]
+experimental = ["ragas-experimental"]
 
 [[package]]
 name = "regex"
@@ -4630,14 +4631,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.3"
+version = "0.35.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"},
-    {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"},
+    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
+    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
 ]
 
 [package.dependencies]
@@ -5140,4 +5141,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "88f3259a6b320cbf2d0a21654e6025b953f62adf59dbce780ff8f52f1b1dffce"
+content-hash = "1c49359178486f63e748bba5277d02a858e5a484d30b3745ccaeb89d43f09b73"
diff --git a/libs/rag-core-api/pyproject.toml b/libs/rag-core-api/pyproject.toml
index d61057a4..ff3cec15 100644
--- a/libs/rag-core-api/pyproject.toml
+++ b/libs/rag-core-api/pyproject.toml
@@ -12,26 +12,26 @@ packages = [{ include = "rag_core_api", from = "src" }]
 [tool.poetry.dependencies]
 python = "^3.13"
 rag-core-lib = { path = "../rag-core-lib", develop = true}
-uvicorn = "^0.34.2"
+uvicorn = "^0.35.0"
 langchain-qdrant = "^0.2.0"
 dependency-injector = "^4.46.0"
-fastapi = "^0.115.2"
+fastapi = "^0.116.0"
 requests-oauthlib = "^2.0.0"
 qdrant-client = "^1.14.2"
 deprecated = "^1.2.18"
 datasets = "^3.5.1"
-ragas = "^0.2.15"
+ragas = "^0.3.0"
 flashrank = "^0.2.10"
 pyyaml = "^6.0.2"
 openai = "^1.77.0"
-langgraph = "^0.4.2"
+langgraph = "^0.5.0"
 pillow = "^11.2.1"
 langchain-ollama = "^0.3.2"
 pytest-asyncio = "^0.26.0"
-langchain-community = "0.3.23"
-fastembed = "^0.6.1"
+langchain-community = "0.3.27"
+fastembed = "^0.7.0"
 langdetect = "^1.0.9"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 
 
 [tool.poetry.group.dev.dependencies]
@@ -54,7 +54,7 @@ flake8-pytest-style = "^2.1.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/libs/rag-core-lib/poetry.lock b/libs/rag-core-lib/poetry.lock
index ce06b496..c7cebeb9 100644
--- a/libs/rag-core-lib/poetry.lock
+++ b/libs/rag-core-lib/poetry.lock
@@ -633,38 +633,38 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "debugpy"
-version = "1.8.14"
+version = "1.8.15"
 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-1.8.15-cp313-cp313-win32.whl", hash = "sha256:fcf0748d4f6e25f89dc5e013d1129ca6f26ad4da405e0723a4f704583896a709"},
+    {file = "debugpy-1.8.15-cp313-cp313-win_amd64.whl", hash = "sha256:73c943776cb83e36baf95e8f7f8da765896fd94b05991e7bc162456d25500683"},
+    {file = "debugpy-1.8.15-cp38-cp38-macosx_14_0_x86_64.whl", hash = "sha256:054cd4935bd2e4964dfe1aeee4d6bca89d0c833366776fc35387f8a2f517dd00"},
+    {file = "debugpy-1.8.15-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:21c4288e662997df3176c4b9d93ee1393913fbaf320732be332d538000c53208"},
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+    {file = "debugpy-1.8.15-cp38-cp38-win_amd64.whl", hash = "sha256:71cdf7f676af78e70f005c7fad2ef9da0edc2a24befbf3ab146a51f0d58048c2"},
+    {file = "debugpy-1.8.15-cp39-cp39-macosx_14_0_x86_64.whl", hash = "sha256:085b6d0adb3eb457c2823ac497a0690b10a99eff8b01c01a041e84579f114b56"},
+    {file = "debugpy-1.8.15-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cd546a405381d17527814852642df0a74b7da8acc20ae5f3cfad0b7c86419511"},
+    {file = "debugpy-1.8.15-cp39-cp39-win32.whl", hash = "sha256:ae0d445fe11ff4351428e6c2389e904e1cdcb4a47785da5a5ec4af6c5b95fce5"},
+    {file = "debugpy-1.8.15-cp39-cp39-win_amd64.whl", hash = "sha256:de7db80189ca97ab4b10a87e4039cfe4dd7ddfccc8f33b5ae40fcd33792fc67a"},
+    {file = "debugpy-1.8.15-py2.py3-none-any.whl", hash = "sha256:bce2e6c5ff4f2e00b98d45e7e01a49c7b489ff6df5f12d881c67d2f1ac635f3d"},
+    {file = "debugpy-1.8.15.tar.gz", hash = "sha256:58d7a20b7773ab5ee6bdfb2e6cf622fdf1e40c9d5aef2857d85391526719ac00"},
 ]
 
 [[package]]
@@ -1000,14 +1000,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -1737,23 +1737,23 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.23"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_community-0.3.23-py3-none-any.whl", hash = "sha256:7b5328e749df6bbaf8e60c53d810a95ab22f2d2262911b206b0fb582d58350b7"},
-    {file = "langchain_community-0.3.23.tar.gz", hash = "sha256:afb4b34d8b75fc00f78b2270e988bb48fff96b333d23fae05ab32d012940973f"},
+    {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"},
+    {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.24,<1.0.0"
-langchain-core = ">=0.3.56,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1763,20 +1763,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.68"
+version = "0.3.72"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.68-py3-none-any.whl", hash = "sha256:5e5c1fbef419590537c91b8c2d86af896fbcbaf0d5ed7fdcdd77f7d8f3467ba0"},
-    {file = "langchain_core-0.3.68.tar.gz", hash = "sha256:312e1932ac9aa2eaf111b70fdc171776fa571d1a86c1f873dcac88a094b19c6f"},
+    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
+    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.3.45"
-packaging = ">=23.2,<25"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -1784,18 +1784,18 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-openai"
-version = "0.3.27"
+version = "0.3.28"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_openai-0.3.27-py3-none-any.whl", hash = "sha256:efe636c3523978c44adc41cf55c8b3766c05c77547982465884d1258afe705df"},
-    {file = "langchain_openai-0.3.27.tar.gz", hash = "sha256:5d5a55adbff739274dfc3a4102925771736f893758f63679b64ae62fed79ca30"},
+    {file = "langchain_openai-0.3.28-py3-none-any.whl", hash = "sha256:4cd6d80a5b2ae471a168017bc01b2e0f01548328d83532400a001623624ede67"},
+    {file = "langchain_openai-0.3.28.tar.gz", hash = "sha256:6c669548dbdea325c034ae5ef699710e2abd054c7354fdb3ef7bf909dc739d9e"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.66,<1.0.0"
+langchain-core = ">=0.3.68,<1.0.0"
 openai = ">=1.86.0,<2.0.0"
 tiktoken = ">=0.7,<1"
 
@@ -1816,14 +1816,14 @@ langchain-core = ">=0.3.51,<1.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.0.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.0.0-py3-none-any.whl", hash = "sha256:5f493bd15760b15195cc71ec7aaa4f93008058a1f5dfe4b32f72f31cbdc6f605"},
-    {file = "langfuse-3.0.0.tar.gz", hash = "sha256:c47449ae93a3007efee6b861484f529efb187ddbfb5093e0cb94b84636e0a605"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
@@ -2203,14 +2203,14 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.93.1"
+version = "1.98.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "openai-1.93.1-py3-none-any.whl", hash = "sha256:a2c2946c4f21346d4902311a7440381fd8a33466ee7ca688133d1cad29a9357c"},
-    {file = "openai-1.93.1.tar.gz", hash = "sha256:11eb8932965d0f79ecc4cb38a60a0c4cef4bcd5fcf08b99fc9a399fa5f1e50ab"},
+    {file = "openai-1.98.0-py3-none-any.whl", hash = "sha256:b99b794ef92196829120e2df37647722104772d2a74d08305df9ced5f26eae34"},
+    {file = "openai-1.98.0.tar.gz", hash = "sha256:3ee0fcc50ae95267fd22bd1ad095ba5402098f3df2162592e68109999f685427"},
 ]
 
 [package.dependencies]
@@ -2224,7 +2224,7 @@ tqdm = ">4"
 typing-extensions = ">=4.11,<5"
 
 [package.extras]
-aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.6)"]
+aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.8)"]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 realtime = ["websockets (>=13,<16)"]
 voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
@@ -3856,4 +3856,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "154d1d942e5fc55e3e24dbc03a58ca56dbe78f2c361024b72abb46af1353f1ec"
+content-hash = "b0394c75bb46ced96d6f857bec40517af3e67d1c71601bc0bc01b372e847e800"
diff --git a/libs/rag-core-lib/pyproject.toml b/libs/rag-core-lib/pyproject.toml
index 086849f9..82e3fe1b 100644
--- a/libs/rag-core-lib/pyproject.toml
+++ b/libs/rag-core-lib/pyproject.toml
@@ -12,16 +12,16 @@ packages = [{ include = "rag_core_lib", from = "src" }]
 [tool.poetry.dependencies]
 python = "^3.13"
 langchain = "^0.3.25"
-langchain-community = "0.3.23"
+langchain-community = "0.3.27"
 flashrank = "^0.2.10"
 pydantic-settings = "^2.2.1"
 pydantic = "^2.11.4"
 oauthlib = "^3.2.2"
 requests-oauthlib = "^2.0.0"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 deprecated = "^1.2.18"
 openai = "^1.77.0"
-langchain-core = "0.3.68"
+langchain-core = "0.3.72"
 langchain-openai = "^0.3.27"
 
 
@@ -45,7 +45,7 @@ flake8-pytest-style = "^2.1.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/package-lock.json b/package-lock.json
index c572ea9b..d023d2e2 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -91,6 +91,7 @@
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             "dev": true,
             "license": "MIT",
+            "peer": true,
             "engines": {
                 "node": ">= 18"
             }
@@ -101,6 +102,7 @@
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             "dev": true,
             "license": "MIT",
+            "peer": true,
             "dependencies": {
                 "@octokit/auth-token": "^5.0.0",
                 "@octokit/graphql": "^8.1.2",
@@ -120,6 +122,7 @@
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             "dev": true,
             "license": "MIT",
+            "peer": true,
             "dependencies": {
                 "@octokit/types": "^13.6.2",
                 "universal-user-agent": "^7.0.2"
@@ -134,6 +137,7 @@
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             "dev": true,
             "license": "MIT",
+            "peer": true,
             "dependencies": {
                 "@octokit/request": "^9.1.4",
                 "@octokit/types": "^13.6.2",
@@ -148,57 +152,40 @@
             "resolved": "https://registry.npmjs.org/@octokit/openapi-types/-/openapi-types-23.0.1.tgz",
             "integrity": "sha512-izFjMJ1sir0jn0ldEKhZ7xegCTj/ObmEDlEfpFrx4k/JyZSMRHbO3/rBwgE7f3m2DHt+RrNGIVw4wSmwnm3t/g==",
             "dev": true,
-            "license": "MIT"
+            "license": "MIT",
+            "peer": true
         },
         "node_modules/@octokit/plugin-paginate-rest": {
-            "version": "11.4.0",
-            "resolved": "https://registry.npmjs.org/@octokit/plugin-paginate-rest/-/plugin-paginate-rest-11.4.0.tgz",
-            "integrity": "sha512-ttpGck5AYWkwMkMazNCZMqxKqIq1fJBNxBfsFwwfyYKTf914jKkLF0POMS3YkPBwp5g1c2Y4L79gDz01GhSr1g==",
+            "version": "13.1.1",
+            "resolved": "https://registry.npmjs.org/@octokit/plugin-paginate-rest/-/plugin-paginate-rest-13.1.1.tgz",
+            "integrity": "sha512-q9iQGlZlxAVNRN2jDNskJW/Cafy7/XE52wjZ5TTvyhyOD904Cvx//DNyoO3J/MXJ0ve3rPoNWKEg5iZrisQSuw==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
-                "@octokit/types": "^13.7.0"
+                "@octokit/types": "^14.1.0"
             },
             "engines": {
-                "node": ">= 18"
+                "node": ">= 20"
             },
             "peerDependencies": {
                 "@octokit/core": ">=6"
             }
         },
-        "node_modules/@octokit/plugin-retry": {
-            "version": "7.1.3",
-            "resolved": "https://registry.npmjs.org/@octokit/plugin-retry/-/plugin-retry-7.1.3.tgz",
-            "integrity": "sha512-8nKOXvYWnzv89gSyIvgFHmCBAxfQAOPRlkacUHL9r5oWtp5Whxl8Skb2n3ACZd+X6cYijD6uvmrQuPH/UCL5zQ==",
+        "node_modules/@octokit/plugin-paginate-rest/node_modules/@octokit/openapi-types": {
+            "version": "25.1.0",
+            "resolved": "https://registry.npmjs.org/@octokit/openapi-types/-/openapi-types-25.1.0.tgz",
+            "integrity": "sha512-idsIggNXUKkk0+BExUn1dQ92sfysJrje03Q0bv0e+KPLrvyqZF8MnBpFz8UNfYDwB3Ie7Z0TByjWfzxt7vseaA==",
             "dev": true,
-            "license": "MIT",
-            "dependencies": {
-                "@octokit/request-error": "^6.1.6",
-                "@octokit/types": "^13.6.2",
-                "bottleneck": "^2.15.3"
-            },
-            "engines": {
-                "node": ">= 18"
-            },
-            "peerDependencies": {
-                "@octokit/core": ">=6"
-            }
+            "license": "MIT"
         },
-        "node_modules/@octokit/plugin-throttling": {
-            "version": "9.4.0",
-            "resolved": "https://registry.npmjs.org/@octokit/plugin-throttling/-/plugin-throttling-9.4.0.tgz",
-            "integrity": "sha512-IOlXxXhZA4Z3m0EEYtrrACkuHiArHLZ3CvqWwOez/pURNqRuwfoFlTPbN5Muf28pzFuztxPyiUiNwz8KctdZaQ==",
+        "node_modules/@octokit/plugin-paginate-rest/node_modules/@octokit/types": {
+            "version": "14.1.0",
+            "resolved": "https://registry.npmjs.org/@octokit/types/-/types-14.1.0.tgz",
+            "integrity": "sha512-1y6DgTy8Jomcpu33N+p5w58l6xyt55Ar2I91RPiIA0xCJBXyUAhXCcmZaDWSANiha7R9a6qJJ2CRomGPZ6f46g==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
-                "@octokit/types": "^13.7.0",
-                "bottleneck": "^2.15.3"
-            },
-            "engines": {
-                "node": ">= 18"
-            },
-            "peerDependencies": {
-                "@octokit/core": "^6.1.3"
+                "@octokit/openapi-types": "^25.1.0"
             }
         },
         "node_modules/@octokit/request": {
@@ -207,6 +194,7 @@
             "integrity": "sha512-kXLfcxhC4ozCnAXy2ff+cSxpcF0A1UqxjvYMqNuPIeOAzJbVWQ+dy5G2fTylofB/gTbObT8O6JORab+5XtA1Kw==",
             "dev": true,
             "license": "MIT",
+            "peer": true,
             "dependencies": {
                 "@octokit/endpoint": "^10.0.0",
                 "@octokit/request-error": "^6.0.1",
@@ -224,6 +212,7 @@
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             "dev": true,
             "license": "MIT",
+            "peer": true,
             "dependencies": {
                 "@octokit/types": "^13.6.2"
             },
@@ -237,6 +226,7 @@
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             "dev": true,
             "license": "MIT",
+            "peer": true,
             "dependencies": {
                 "@octokit/openapi-types": "^23.0.1"
             }
@@ -350,16 +340,16 @@
             }
         },
         "node_modules/@semantic-release/github": {
-            "version": "11.0.1",
-            "resolved": "https://registry.npmjs.org/@semantic-release/github/-/github-11.0.1.tgz",
-            "integrity": "sha512-Z9cr0LgU/zgucbT9cksH0/pX9zmVda9hkDPcgIE0uvjMQ8w/mElDivGjx1w1pEQ+MuQJ5CBq3VCF16S6G4VH3A==",
+            "version": "11.0.3",
+            "resolved": "https://registry.npmjs.org/@semantic-release/github/-/github-11.0.3.tgz",
+            "integrity": "sha512-T2fKUyFkHHkUNa5XNmcsEcDPuG23hwBKptfUVcFXDVG2cSjXXZYDOfVYwfouqbWo/8UefotLaoGfQeK+k3ep6A==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
-                "@octokit/core": "^6.0.0",
-                "@octokit/plugin-paginate-rest": "^11.0.0",
-                "@octokit/plugin-retry": "^7.0.0",
-                "@octokit/plugin-throttling": "^9.0.0",
+                "@octokit/core": "^7.0.0",
+                "@octokit/plugin-paginate-rest": "^13.0.0",
+                "@octokit/plugin-retry": "^8.0.0",
+                "@octokit/plugin-throttling": "^11.0.0",
                 "@semantic-release/error": "^4.0.0",
                 "aggregate-error": "^5.0.0",
                 "debug": "^4.3.4",
@@ -380,6 +370,146 @@
                 "semantic-release": ">=24.1.0"
             }
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diff --git a/services/admin-backend/poetry.lock b/services/admin-backend/poetry.lock
index b780b7a3..f9f12f60 100644
--- a/services/admin-backend/poetry.lock
+++ b/services/admin-backend/poetry.lock
@@ -701,38 +701,38 @@ typing-inspect = ">=0.4.0,<1"
 
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+    {file = "debugpy-1.8.15-cp39-cp39-win_amd64.whl", hash = "sha256:de7db80189ca97ab4b10a87e4039cfe4dd7ddfccc8f33b5ae40fcd33792fc67a"},
+    {file = "debugpy-1.8.15-py2.py3-none-any.whl", hash = "sha256:bce2e6c5ff4f2e00b98d45e7e01a49c7b489ff6df5f12d881c67d2f1ac635f3d"},
+    {file = "debugpy-1.8.15.tar.gz", hash = "sha256:58d7a20b7773ab5ee6bdfb2e6cf622fdf1e40c9d5aef2857d85391526719ac00"},
 ]
 
 [[package]]
@@ -1122,14 +1122,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -4129,4 +4129,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "1d27d86137807e54e7f4c5fb8d728c387f5b4bdc375b1c2f400d4e5baa110b09"
+content-hash = "bee20737c38bd83293d87ad0dfaf4ada37f8d8acb0b719dc71b0dfc5c0b2f608"
diff --git a/services/admin-backend/pyproject.toml b/services/admin-backend/pyproject.toml
index c6acd17c..375a0b21 100644
--- a/services/admin-backend/pyproject.toml
+++ b/services/admin-backend/pyproject.toml
@@ -79,7 +79,7 @@ flake8-pytest-style = "^2.0.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/services/document-extractor/poetry.lock b/services/document-extractor/poetry.lock
index 9514b78e..c6f98e03 100644
--- a/services/document-extractor/poetry.lock
+++ b/services/document-extractor/poetry.lock
@@ -1029,29 +1029,30 @@ debugpy = "^1.8.14"
 dependency-injector = "^4.46.0"
 docx2txt = "^0.9"
 fake-useragent = "^2.2.0"
-fastapi = "^0.115.12"
-fasttext = {git = "https://github.com/cfculhane/fastText", rev = "main"}
+fastapi = "^0.116.0"
+fasttext = {git = "https://github.com/cfculhane/fastText", rev = "4a4451337ae6b476b9c584b97776c8c3eb4b27c5"}
 html5lib = "^1.1"
 langchain-community = "^0.3.23"
-langchain-core = "0.3.63"
+langchain-core = "0.3.72"
 lxml = "^5.4.0"
 markdownify = "^1.1.0"
 numpy = "^2.2.5"
 oauthlib = "^3.2.2"
-opencv-python = "4.11.0.86"
+opencv-python = "4.12.0.88"
 pandas = "^2.2.2"
 partial = "^1.0"
 pdf2image = "1.17.0"
-pdfplumber = "0.11.6"
+pdfplumber = "0.11.7"
 pydantic-settings = "^2.9.1"
+pypdfium2 = "4.30.0"
 pypandoc-binary = "^1.15"
 pytesseract = "^0.3.10"
 python-multipart = "^0.0.20"
 pyyaml = "^6.0.2"
 requests-oauthlib = "^2.0.0"
 tabulate = "^0.9.0"
-unstructured = {version = "0.17.2", extras = ["docx", "pptx"]}
-uvicorn = "^0.34.2"
+unstructured = {version = "0.18.11", extras = ["docx", "pptx"]}
+uvicorn = "^0.35.0"
 wheel = "^0.45.1"
 
 [package.source]
@@ -1072,24 +1073,25 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.14"
+version = "0.116.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"},
-    {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"},
+    {file = "fastapi-0.116.1-py3-none-any.whl", hash = "sha256:c46ac7c312df840f0c9e220f7964bada936781bc4e2e6eb71f1c4d7553786565"},
+    {file = "fastapi-0.116.1.tar.gz", hash = "sha256:ed52cbf946abfd70c5a0dccb24673f0670deeb517a88b3544d03c2a6bf283143"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.47.0"
+starlette = ">=0.40.0,<0.48.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "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)"]
-standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "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)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "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)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "fasttext"
@@ -1415,14 +1417,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -1985,20 +1987,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.63"
+version = "0.3.72"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.63-py3-none-any.whl", hash = "sha256:f91db8221b1bc6808f70b2e72fded1a94d50ee3f1dff1636fb5a5a514c64b7f5"},
-    {file = "langchain_core-0.3.63.tar.gz", hash = "sha256:e2e30cfbb7684a5a0319f6cbf065fc3c438bfd1060302f085a122527890fb01e"},
+    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
+    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.126,<0.4"
-packaging = ">=23.2,<25"
+langsmith = ">=0.3.45"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -2589,23 +2591,23 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "opencv-python"
-version = "4.11.0.86"
+version = "4.12.0.88"
 description = "Wrapper package for OpenCV python bindings."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "opencv-python-4.11.0.86.tar.gz", hash = "sha256:03d60ccae62304860d232272e4a4fda93c39d595780cb40b161b310244b736a4"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:432f67c223f1dc2824f5e73cdfcd9db0efc8710647d4e813012195dc9122a52a"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-macosx_13_0_x86_64.whl", hash = "sha256:9d05ef13d23fe97f575153558653e2d6e87103995d54e6a35db3f282fe1f9c66"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1b92ae2c8852208817e6776ba1ea0d6b1e0a1b5431e971a2a0ddd2a8cc398202"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b02611523803495003bd87362db3e1d2a0454a6a63025dc6658a9830570aa0d"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-win32.whl", hash = "sha256:810549cb2a4aedaa84ad9a1c92fbfdfc14090e2749cedf2c1589ad8359aa169b"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-win_amd64.whl", hash = "sha256:085ad9b77c18853ea66283e98affefe2de8cc4c1f43eda4c100cf9b2721142ec"},
+    {file = "opencv-python-4.12.0.88.tar.gz", hash = "sha256:8b738389cede219405f6f3880b851efa3415ccd674752219377353f017d2994d"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:f9a1f08883257b95a5764bf517a32d75aec325319c8ed0f89739a57fae9e92a5"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-macosx_13_0_x86_64.whl", hash = "sha256:812eb116ad2b4de43ee116fcd8991c3a687f099ada0b04e68f64899c09448e81"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:51fd981c7df6af3e8f70b1556696b05224c4e6b6777bdd2a46b3d4fb09de1a92"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:092c16da4c5a163a818f120c22c5e4a2f96e0db4f24e659c701f1fe629a690f9"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-win32.whl", hash = "sha256:ff554d3f725b39878ac6a2e1fa232ec509c36130927afc18a1719ebf4fbf4357"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-win_amd64.whl", hash = "sha256:d98edb20aa932fd8ebd276a72627dad9dc097695b3d435a4257557bbb49a79d2"},
 ]
 
 [package.dependencies]
-numpy = {version = ">=1.26.0", markers = "python_version >= \"3.12\""}
+numpy = {version = ">=2,<2.3.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "opencv-python-headless"
@@ -2875,14 +2877,14 @@ pillow = "*"
 
 [[package]]
 name = "pdfminer-six"
-version = "20250327"
+version = "20250506"
 description = "PDF parser and analyzer"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pdfminer_six-20250327-py3-none-any.whl", hash = "sha256:5af494c85b1ecb7c28df5e3a26bb5234a8226a307503d9a09f4958bc154b16a9"},
-    {file = "pdfminer_six-20250327.tar.gz", hash = "sha256:57f6c34c2702df04cfa3191622a3db0a922ced686d35283232b00094f8914aa1"},
+    {file = "pdfminer_six-20250506-py3-none-any.whl", hash = "sha256:d81ad173f62e5f841b53a8ba63af1a4a355933cfc0ffabd608e568b9193909e3"},
+    {file = "pdfminer_six-20250506.tar.gz", hash = "sha256:b03cc8df09cf3c7aba8246deae52e0bca7ebb112a38895b5e1d4f5dd2b8ca2e7"},
 ]
 
 [package.dependencies]
@@ -2896,18 +2898,18 @@ image = ["Pillow"]
 
 [[package]]
 name = "pdfplumber"
-version = "0.11.6"
+version = "0.11.7"
 description = "Plumb a PDF for detailed information about each char, rectangle, and line."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "pdfplumber-0.11.6-py3-none-any.whl", hash = "sha256:169fc2b8dbf328c81a4e9bab30af0c304ad4b472fd7816616eabdb79dc5d9d17"},
-    {file = "pdfplumber-0.11.6.tar.gz", hash = "sha256:d0f419e031641d9eac70dc18c60e1fc3ca2ec28cce7e149644923c030a0003ff"},
+    {file = "pdfplumber-0.11.7-py3-none-any.whl", hash = "sha256:edd2195cca68bd770da479cf528a737e362968ec2351e62a6c0b71ff612ac25e"},
+    {file = "pdfplumber-0.11.7.tar.gz", hash = "sha256:fa67773e5e599de1624255e9b75d1409297c5e1d7493b386ce63648637c67368"},
 ]
 
 [package.dependencies]
-"pdfminer.six" = "20250327"
+"pdfminer.six" = "20250506"
 Pillow = ">=9.1"
 pypdfium2 = ">=4.18.0"
 
@@ -3535,25 +3537,25 @@ image = ["Pillow (>=8.0.0)"]
 
 [[package]]
 name = "pypdfium2"
-version = "4.30.1"
+version = "4.30.0"
 description = "Python bindings to PDFium"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "pypdfium2-4.30.1-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:e07c47633732cc18d890bb7e965ad28a9c5a932e548acb928596f86be2e5ae37"},
-    {file = "pypdfium2-4.30.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5ea2d44e96d361123b67b00f527017aa9c847c871b5714e013c01c3eb36a79fe"},
-    {file = "pypdfium2-4.30.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1de7a3a36803171b3f66911131046d65a732f9e7834438191cb58235e6163c4e"},
-    {file = "pypdfium2-4.30.1-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b8a4231efb13170354f568c722d6540b8d5b476b08825586d48ef70c40d16e03"},
-    {file = "pypdfium2-4.30.1-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6f434a4934e8244aa95343ffcf24e9ad9f120dbb4785f631bb40a88c39292493"},
-    {file = "pypdfium2-4.30.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f454032a0bc7681900170f67d8711b3942824531e765f91c2f5ce7937f999794"},
-    {file = "pypdfium2-4.30.1-py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:bbf9130a72370ee9d602e39949b902db669a2a1c24746a91e5586eb829055d9f"},
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-    {file = "pypdfium2-4.30.1-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:1a9e372bd4867ff223cc8c338e33fe11055dad12f22885950fc27646cc8d9122"},
-    {file = "pypdfium2-4.30.1-py3-none-win32.whl", hash = "sha256:421f1cf205e213e07c1f2934905779547f4f4a2ff2f59dde29da3d511d3fc806"},
-    {file = "pypdfium2-4.30.1-py3-none-win_amd64.whl", hash = "sha256:598a7f20264ab5113853cba6d86c4566e4356cad037d7d1f849c8c9021007e05"},
-    {file = "pypdfium2-4.30.1-py3-none-win_arm64.whl", hash = "sha256:c2b6d63f6d425d9416c08d2511822b54b8e3ac38e639fc41164b1d75584b3a8c"},
-    {file = "pypdfium2-4.30.1.tar.gz", hash = "sha256:5f5c7c6d03598e107d974f66b220a49436aceb191da34cda5f692be098a814ce"},
+    {file = "pypdfium2-4.30.0-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:b33ceded0b6ff5b2b93bc1fe0ad4b71aa6b7e7bd5875f1ca0cdfb6ba6ac01aab"},
+    {file = "pypdfium2-4.30.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4e55689f4b06e2d2406203e771f78789bd4f190731b5d57383d05cf611d829de"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e6e50f5ce7f65a40a33d7c9edc39f23140c57e37144c2d6d9e9262a2a854854"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3d0dd3ecaffd0b6dbda3da663220e705cb563918249bda26058c6036752ba3a2"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cc3bf29b0db8c76cdfaac1ec1cde8edf211a7de7390fbf8934ad2aa9b4d6dfad"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f1f78d2189e0ddf9ac2b7a9b9bd4f0c66f54d1389ff6c17e9fd9dc034d06eb3f"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:5eda3641a2da7a7a0b2f4dbd71d706401a656fea521b6b6faa0675b15d31a163"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_i686.whl", hash = "sha256:0dfa61421b5eb68e1188b0b2231e7ba35735aef2d867d86e48ee6cab6975195e"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:f33bd79e7a09d5f7acca3b0b69ff6c8a488869a7fab48fdf400fec6e20b9c8be"},
+    {file = "pypdfium2-4.30.0-py3-none-win32.whl", hash = "sha256:ee2410f15d576d976c2ab2558c93d392a25fb9f6635e8dd0a8a3a5241b275e0e"},
+    {file = "pypdfium2-4.30.0-py3-none-win_amd64.whl", hash = "sha256:90dbb2ac07be53219f56be09961eb95cf2473f834d01a42d901d13ccfad64b4c"},
+    {file = "pypdfium2-4.30.0-py3-none-win_arm64.whl", hash = "sha256:119b2969a6d6b1e8d55e99caaf05290294f2d0fe49c12a3f17102d01c441bd29"},
+    {file = "pypdfium2-4.30.0.tar.gz", hash = "sha256:48b5b7e5566665bc1015b9d69c1ebabe21f6aee468b509531c3c8318eeee2e16"},
 ]
 
 [[package]]
@@ -4389,20 +4391,20 @@ files = [
 
 [[package]]
 name = "unstructured"
-version = "0.17.2"
+version = "0.18.11"
 description = "A library that prepares raw documents for downstream ML tasks."
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
-    {file = "unstructured-0.17.2-py3-none-any.whl", hash = "sha256:527dd26a4b273aebef2f9119c9d4f0d0ce17640038d92296d23abe89be123840"},
-    {file = "unstructured-0.17.2.tar.gz", hash = "sha256:af18c3caef0a6c562cf77e34ee8b6ff522b605031d2336ffe565df66f126aa46"},
+    {file = "unstructured-0.18.11-py3-none-any.whl", hash = "sha256:85aec87032177b826ec278e57e3f74ef3a2aa7e887ab137875e572293cf9659b"},
+    {file = "unstructured-0.18.11.tar.gz", hash = "sha256:cf177d2a212a8bcd3a5a6750d8400c079764d30dabdb6605e7ba0a65679e00a0"},
 ]
 
 [package.dependencies]
 backoff = "*"
 beautifulsoup4 = "*"
-chardet = "*"
+charset-normalizer = "*"
 dataclasses-json = "*"
 emoji = "*"
 filetype = "*"
@@ -4425,25 +4427,25 @@ unstructured-client = "*"
 wrapt = "*"
 
 [package.extras]
-all-docs = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+all-docs = ["effdet", "google-cloud-vision", "markdown", "msoffcrypto-tool", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
 csv = ["pandas"]
 doc = ["python-docx (>=1.1.2)"]
 docx = ["python-docx (>=1.1.2)"]
 epub = ["pypandoc"]
 huggingface = ["langdetect", "sacremoses", "sentencepiece", "torch", "transformers"]
-image = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)"]
-local-inference = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+image = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)"]
+local-inference = ["effdet", "google-cloud-vision", "markdown", "msoffcrypto-tool", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
 md = ["markdown"]
 odt = ["pypandoc", "python-docx (>=1.1.2)"]
 org = ["pypandoc"]
 paddleocr = ["paddlepaddle (>=3.0.0b1)", "unstructured.paddleocr (==2.10.0)"]
-pdf = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)"]
+pdf = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)"]
 ppt = ["python-pptx (>=1.0.1)"]
 pptx = ["python-pptx (>=1.0.1)"]
 rst = ["pypandoc"]
 rtf = ["pypandoc"]
 tsv = ["pandas"]
-xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
+xlsx = ["msoffcrypto-tool", "networkx", "openpyxl", "pandas", "xlrd"]
 
 [[package]]
 name = "unstructured-client"
@@ -4486,14 +4488,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.3"
+version = "0.35.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"},
-    {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"},
+    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
+    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
 ]
 
 [package.dependencies]
@@ -4999,4 +5001,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "671485be3b378b2d1e0e9b86a5ffd158809352941636af6ebb746fa5429fdd9f"
+content-hash = "dd7a23ee1edc39063169d0296995bd9289d13042478063db45697916f870c040"
diff --git a/services/document-extractor/pyproject.toml b/services/document-extractor/pyproject.toml
index 59769f29..c4ee9139 100644
--- a/services/document-extractor/pyproject.toml
+++ b/services/document-extractor/pyproject.toml
@@ -73,7 +73,7 @@ flake8-pytest-style = "^2.0.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/services/frontend/package-lock.json b/services/frontend/package-lock.json
index 12f07339..01afeffc 100644
--- a/services/frontend/package-lock.json
+++ b/services/frontend/package-lock.json
@@ -18,14 +18,14 @@
                 "vue-router": "^4.2.5"
             },
             "devDependencies": {
-                "@intlify/unplugin-vue-i18n": "^2.0.0",
+                "@intlify/unplugin-vue-i18n": "^6.0.0",
                 "@nx/cypress": "^18.0.4",
                 "@nx/eslint": "^18.0.4",
                 "@nx/eslint-plugin": "^18.0.4",
                 "@nx/js": "^18.0.4",
                 "@nx/vite": "^18.0.4",
                 "@nx/vue": "17.3.2",
-                "@nx/web": "18.0.4",
+                "@nx/web": "18.3.5",
                 "@nx/workspace": "^18.0.4",
                 "@rushstack/eslint-patch": "^1.2.0",
                 "@tsconfig/node21": "^21.0.1",
@@ -41,19 +41,19 @@
                 "axios": "^1.9.0",
                 "cypress": "^13.0.0",
                 "daisyui": "^4.7.2",
-                "eslint": "8.46.0",
-                "eslint-plugin-cypress": "2.15.1",
-                "eslint-plugin-import": "2.27.5",
+                "eslint": "8.57.1",
+                "eslint-plugin-cypress": "2.15.2",
+                "eslint-plugin-import": "2.32.0",
                 "eslint-plugin-vue": "^9.16.1",
                 "jsdom": "^24.0.0",
                 "marked": "^12.0.1",
-                "nx": "17.1.3",
+                "nx": "17.3.2",
                 "postcss": "^8.4.35",
                 "tailwindcss": "^3.4.1",
-                "typescript": "~5.3.3",
+                "typescript": "~5.8.0",
                 "vite": "^5.1.6",
                 "vite-plugin-dts": "~2.3.0",
-                "vite-tsconfig-paths": "~4.2.0",
+                "vite-tsconfig-paths": "~4.3.0",
                 "vitest": "^1.6.1",
                 "vue-tsc": "^1.8.27"
             },
@@ -435,18 +435,18 @@
             }
         },
         "node_modules/@babel/helper-string-parser": {
-            "version": "7.24.8",
-            "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.24.8.tgz",
-            "integrity": "sha512-pO9KhhRcuUyGnJWwyEgnRJTSIZHiT+vMD0kPeD+so0l7mxkMT19g3pjY9GTnHySck/hDzq+dtW/4VgnMkippsQ==",
+            "version": "7.27.1",
+            "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
+            "integrity": "sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==",
             "license": "MIT",
             "engines": {
                 "node": ">=6.9.0"
             }
         },
         "node_modules/@babel/helper-validator-identifier": {
-            "version": "7.24.7",
-            "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.24.7.tgz",
-            "integrity": "sha512-rR+PBcQ1SMQDDyF6X0wxtG8QyLCgUB0eRAGguqRLfkCA87l7yAP7ehq8SNj96OOGTO8OBV70KhuFYcIkHXOg0w==",
+            "version": "7.27.1",
+            "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.27.1.tgz",
+            "integrity": "sha512-D2hP9eA+Sqx1kBZgzxZh0y1trbuU+JoDkiEwqhQ36nodYqJwyEIhPSdMNd7lOm/4io72luTPWH20Yda0xOuUow==",
             "license": "MIT",
             "engines": {
                 "node": ">=6.9.0"
@@ -586,12 +586,12 @@
             }
         },
         "node_modules/@babel/parser": {
-            "version": "7.25.3",
-            "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.25.3.tgz",
-            "integrity": "sha512-iLTJKDbJ4hMvFPgQwwsVoxtHyWpKKPBrxkANrSYewDPaPpT5py5yeVkgPIJ7XYXhndxJpaA3PyALSXQ7u8e/Dw==",
+            "version": "7.28.0",
+            "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.28.0.tgz",
+            "integrity": "sha512-jVZGvOxOuNSsuQuLRTh13nU0AogFlw32w/MT+LV6D3sP5WdbW61E77RnkbaO2dUvmPAYrBDJXGn5gGS6tH4j8g==",
             "license": "MIT",
             "dependencies": {
-                "@babel/types": "^7.25.2"
+                "@babel/types": "^7.28.0"
             },
             "bin": {
                 "parser": "bin/babel-parser.js"
@@ -2099,14 +2099,13 @@
             }
         },
         "node_modules/@babel/types": {
-            "version": "7.25.2",
-            "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.25.2.tgz",
-            "integrity": "sha512-YTnYtra7W9e6/oAZEHj0bJehPRUlLH9/fbpT5LfB0NhQXyALCRkRs3zH9v07IYhkgpqX6Z78FnuccZr/l4Fs4Q==",
+            "version": "7.28.2",
+            "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.28.2.tgz",
+            "integrity": "sha512-ruv7Ae4J5dUYULmeXw1gmb7rYRz57OWCPM57pHojnLq/3Z1CK2lNSLTCVjxVk1F/TZHwOZZrOWi0ur95BbLxNQ==",
             "license": "MIT",
             "dependencies": {
-                "@babel/helper-string-parser": "^7.24.8",
-                "@babel/helper-validator-identifier": "^7.24.7",
-                "to-fast-properties": "^2.0.0"
+                "@babel/helper-string-parser": "^7.27.1",
+                "@babel/helper-validator-identifier": "^7.27.1"
             },
             "engines": {
                 "node": ">=6.9.0"
@@ -2148,9 +2147,9 @@
             }
         },
         "node_modules/@cypress/request": {
-            "version": "3.0.1",
-            "resolved": "https://registry.npmjs.org/@cypress/request/-/request-3.0.1.tgz",
-            "integrity": "sha512-TWivJlJi8ZDx2wGOw1dbLuHJKUYX7bWySw377nlnGOW3hP9/MUKIsEdXT/YngWxVdgNCHRBmFlBipE+5/2ZZlQ==",
+            "version": "3.0.9",
+            "resolved": "https://registry.npmjs.org/@cypress/request/-/request-3.0.9.tgz",
+            "integrity": "sha512-I3l7FdGRXluAS44/0NguwWlO83J18p0vlr2FYHrJkWdNYhgVoiYo61IXPqaOsL+vNxU1ZqMACzItGK3/KKDsdw==",
             "dev": true,
             "license": "Apache-2.0",
             "dependencies": {
@@ -2160,16 +2159,16 @@
                 "combined-stream": "~1.0.6",
                 "extend": "~3.0.2",
                 "forever-agent": "~0.6.1",
-                "form-data": "~2.3.2",
-                "http-signature": "~1.3.6",
+                "form-data": "~4.0.4",
+                "http-signature": "~1.4.0",
                 "is-typedarray": "~1.0.0",
                 "isstream": "~0.1.2",
                 "json-stringify-safe": "~5.0.1",
                 "mime-types": "~2.1.19",
                 "performance-now": "^2.1.0",
-                "qs": "6.10.4",
+                "qs": "6.14.0",
                 "safe-buffer": "^5.1.2",
-                "tough-cookie": "^4.1.3",
+                "tough-cookie": "^5.0.0",
                 "tunnel-agent": "^0.6.0",
                 "uuid": "^8.3.2"
             },
@@ -2177,19 +2176,17 @@
                 "node": ">= 6"
             }
         },
-        "node_modules/@cypress/request/node_modules/form-data": {
-            "version": "2.3.3",
-            "resolved": "https://registry.npmjs.org/form-data/-/form-data-2.3.3.tgz",
-            "integrity": "sha512-1lLKB2Mu3aGP1Q/2eCOx0fNbRMe7XdwktwOruhfqqd0rIJWwN4Dh+E3hrPSlDCXnSR7UtZ1N38rVXm+6+MEhJQ==",
+        "node_modules/@cypress/request/node_modules/tough-cookie": {
+            "version": "5.1.2",
+            "resolved": "https://registry.npmjs.org/tough-cookie/-/tough-cookie-5.1.2.tgz",
+            "integrity": "sha512-FVDYdxtnj0G6Qm/DhNPSb8Ju59ULcup3tuJxkFb5K8Bv2pUXILbf0xZWU8PX8Ov19OXljbUyveOFwRMwkXzO+A==",
             "dev": true,
-            "license": "MIT",
+            "license": "BSD-3-Clause",
             "dependencies": {
-                "asynckit": "^0.4.0",
-                "combined-stream": "^1.0.6",
-                "mime-types": "^2.1.12"
+                "tldts": "^6.1.32"
             },
             "engines": {
-                "node": ">= 0.12"
+                "node": ">=16"
             }
         },
         "node_modules/@cypress/xvfb": {
@@ -2708,9 +2705,9 @@
             }
         },
         "node_modules/@eslint/js": {
-            "version": "8.57.0",
-            "resolved": "https://registry.npmjs.org/@eslint/js/-/js-8.57.0.tgz",
-            "integrity": "sha512-Ys+3g2TaW7gADOJzPt83SJtCDhMjndcDMFVQ/Tj9iA1BfJzFKD9mAUXT3OenpuPHbI6P/myECxRJrofUsDx/5g==",
+            "version": "8.57.1",
+            "resolved": "https://registry.npmjs.org/@eslint/js/-/js-8.57.1.tgz",
+            "integrity": "sha512-d9zaMRSTIKDLhctzH12MtXvJKSSUhaHcjV+2Z+GK+EEY7XKpP5yR4x+N3TAcHTcu963nIr+TMcCb4DBCYX1z6Q==",
             "dev": true,
             "license": "MIT",
             "engines": {
@@ -2718,23 +2715,23 @@
             }
         },
         "node_modules/@heroicons/vue": {
-            "version": "2.1.5",
-            "resolved": "https://registry.npmjs.org/@heroicons/vue/-/vue-2.1.5.tgz",
-            "integrity": "sha512-IpqR72sFqFs55kyKfFS7tN+Ww6odFNeH/7UxycIOrlVYfj4WUGAdzQtLBnJspucSeqWFQsKM0g0YrgU655BEfA==",
+            "version": "2.2.0",
+            "resolved": "https://registry.npmjs.org/@heroicons/vue/-/vue-2.2.0.tgz",
+            "integrity": "sha512-G3dbSxoeEKqbi/DFalhRxJU4mTXJn7GwZ7ae8NuEQzd1bqdd0jAbdaBZlHPcvPD2xI1iGzNVB4k20Un2AguYPw==",
             "license": "MIT",
             "peerDependencies": {
                 "vue": ">= 3"
             }
         },
         "node_modules/@humanwhocodes/config-array": {
-            "version": "0.11.14",
-            "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.11.14.tgz",
-            "integrity": "sha512-3T8LkOmg45BV5FICb15QQMsyUSWrQ8AygVfC7ZG32zOalnqrilm018ZVCw0eapXux8FtA33q8PSRSstjee3jSg==",
+            "version": "0.13.0",
+            "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.13.0.tgz",
+            "integrity": "sha512-DZLEEqFWQFiyK6h5YIeynKx7JlvCYWL0cImfSRXZ9l4Sg2efkFGTuFf6vzXjK1cq6IYkU+Eg/JizXw+TD2vRNw==",
             "deprecated": "Use @eslint/config-array instead",
             "dev": true,
             "license": "Apache-2.0",
             "dependencies": {
-                "@humanwhocodes/object-schema": "^2.0.2",
+                "@humanwhocodes/object-schema": "^2.0.3",
                 "debug": "^4.3.1",
                 "minimatch": "^3.0.5"
             },
@@ -2743,9 +2740,9 @@
             }
         },
         "node_modules/@humanwhocodes/config-array/node_modules/brace-expansion": {
-            "version": "1.1.11",
-            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-            "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+            "version": "1.1.12",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+            "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
@@ -2789,25 +2786,24 @@
             "license": "BSD-3-Clause"
         },
         "node_modules/@intlify/bundle-utils": {
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             "dev": true,
             "license": "MIT",
             "dependencies": {
                 "debug": "^4.1.1",
                 "globrex": "^0.1.2",
-                "tsconfck": "^2.1.0"
+                "tsconfck": "^3.0.3"
             },
             "peerDependencies": {
                 "vite": "*"
@@ -15447,16 +15225,16 @@
             }
         },
         "node_modules/vue": {
-            "version": "3.4.38",
-            "resolved": "https://registry.npmjs.org/vue/-/vue-3.4.38.tgz",
-            "integrity": "sha512-f0ZgN+mZ5KFgVv9wz0f4OgVKukoXtS3nwET4c2vLBGQR50aI8G0cqbFtLlX9Yiyg3LFGBitruPHt2PxwTduJEw==",
+            "version": "3.5.18",
+            "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.18.tgz",
+            "integrity": "sha512-7W4Y4ZbMiQ3SEo+m9lnoNpV9xG7QVMLa+/0RFwwiAVkeYoyGXqWE85jabU4pllJNUzqfLShJ5YLptewhCWUgNA==",
             "license": "MIT",
             "dependencies": {
-                "@vue/compiler-dom": "3.4.38",
-                "@vue/compiler-sfc": "3.4.38",
-                "@vue/runtime-dom": "3.4.38",
-                "@vue/server-renderer": "3.4.38",
-                "@vue/shared": "3.4.38"
+                "@vue/compiler-dom": "3.5.18",
+                "@vue/compiler-sfc": "3.5.18",
+                "@vue/runtime-dom": "3.5.18",
+                "@vue/server-renderer": "3.5.18",
+                "@vue/shared": "3.5.18"
             },
             "peerDependencies": {
                 "typescript": "*"
@@ -15474,6 +15252,32 @@
             "dev": true,
             "license": "MIT"
         },
+        "node_modules/vue-demi": {
+            "version": "0.14.10",
+            "resolved": "https://registry.npmjs.org/vue-demi/-/vue-demi-0.14.10.tgz",
+            "integrity": "sha512-nMZBOwuzabUO0nLgIcc6rycZEebF6eeUfaiQx9+WSk8e29IbLvPU9feI6tqW4kTo3hvoYAJkMh8n8D0fuISphg==",
+            "hasInstallScript": true,
+            "license": "MIT",
+            "bin": {
+                "vue-demi-fix": "bin/vue-demi-fix.js",
+                "vue-demi-switch": "bin/vue-demi-switch.js"
+            },
+            "engines": {
+                "node": ">=12"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/antfu"
+            },
+            "peerDependencies": {
+                "@vue/composition-api": "^1.0.0-rc.1",
+                "vue": "^3.0.0-0 || ^2.6.0"
+            },
+            "peerDependenciesMeta": {
+                "@vue/composition-api": {
+                    "optional": true
+                }
+            }
+        },
         "node_modules/vue-eslint-parser": {
             "version": "9.4.3",
             "resolved": "https://registry.npmjs.org/vue-eslint-parser/-/vue-eslint-parser-9.4.3.tgz",
@@ -15500,13 +15304,13 @@
             }
         },
         "node_modules/vue-i18n": {
-            "version": "9.14.4",
-            "resolved": "https://registry.npmjs.org/vue-i18n/-/vue-i18n-9.14.4.tgz",
-            "integrity": "sha512-B934C8yUyWLT0EMud3DySrwSUJI7ZNiWYsEEz2gknTthqKiG4dzWE/WSa8AzCuSQzwBEv4HtG1jZDhgzPfWSKQ==",
+            "version": "9.14.5",
+            "resolved": "https://registry.npmjs.org/vue-i18n/-/vue-i18n-9.14.5.tgz",
+            "integrity": "sha512-0jQ9Em3ymWngyiIkj0+c/k7WgaPO+TNzjKSNq9BvBQaKJECqn9cd9fL4tkDhB5G1QBskGl9YxxbDAhgbFtpe2g==",
             "license": "MIT",
             "dependencies": {
-                "@intlify/core-base": "9.14.4",
-                "@intlify/shared": "9.14.4",
+                "@intlify/core-base": "9.14.5",
+                "@intlify/shared": "9.14.5",
                 "@vue/devtools-api": "^6.5.0"
             },
             "engines": {
@@ -15520,12 +15324,12 @@
             }
         },
         "node_modules/vue-router": {
-            "version": "4.4.3",
-            "resolved": "https://registry.npmjs.org/vue-router/-/vue-router-4.4.3.tgz",
-            "integrity": "sha512-sv6wmNKx2j3aqJQDMxLFzs/u/mjA9Z5LCgy6BE0f7yFWMjrPLnS/sPNn8ARY/FXw6byV18EFutn5lTO6+UsV5A==",
+            "version": "4.5.1",
+            "resolved": "https://registry.npmjs.org/vue-router/-/vue-router-4.5.1.tgz",
+            "integrity": "sha512-ogAF3P97NPm8fJsE4by9dwSYtDwXIY1nFY9T6DyQnGHd1E2Da94w9JIolpe42LJGIl0DwOHBi8TcRPlPGwbTtw==",
             "license": "MIT",
             "dependencies": {
-                "@vue/devtools-api": "^6.6.3"
+                "@vue/devtools-api": "^6.6.4"
             },
             "funding": {
                 "url": "https://github.com/sponsors/posva"
@@ -15676,33 +15480,85 @@
             }
         },
         "node_modules/which-boxed-primitive": {
+            "version": "1.1.1",
+            "resolved": "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.1.1.tgz",
+            "integrity": "sha512-TbX3mj8n0odCBFVlY8AxkqcHASw3L60jIuF8jFP78az3C2YhmGvqbHBpAjTRH2/xqYunrJ9g1jSyjCjpoWzIAA==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "is-bigint": "^1.1.0",
+                "is-boolean-object": "^1.2.1",
+                "is-number-object": "^1.1.1",
+                "is-string": "^1.1.1",
+                "is-symbol": "^1.1.1"
+            },
+            "engines": {
+                "node": ">= 0.4"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/ljharb"
+            }
+        },
+        "node_modules/which-builtin-type": {
+            "version": "1.2.1",
+            "resolved": "https://registry.npmjs.org/which-builtin-type/-/which-builtin-type-1.2.1.tgz",
+            "integrity": "sha512-6iBczoX+kDQ7a3+YJBnh3T+KZRxM/iYNPXicqk66/Qfm1b93iu+yOImkg0zHbj5LNOcNv1TEADiZ0xa34B4q6Q==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "call-bound": "^1.0.2",
+                "function.prototype.name": "^1.1.6",
+                "has-tostringtag": "^1.0.2",
+                "is-async-function": "^2.0.0",
+                "is-date-object": "^1.1.0",
+                "is-finalizationregistry": "^1.1.0",
+                "is-generator-function": "^1.0.10",
+                "is-regex": "^1.2.1",
+                "is-weakref": "^1.0.2",
+                "isarray": "^2.0.5",
+                "which-boxed-primitive": "^1.1.0",
+                "which-collection": "^1.0.2",
+                "which-typed-array": "^1.1.16"
+            },
+            "engines": {
+                "node": ">= 0.4"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/ljharb"
+            }
+        },
+        "node_modules/which-collection": {
             "version": "1.0.2",
-            "resolved": "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.0.2.tgz",
-            "integrity": "sha512-bwZdv0AKLpplFY2KZRX6TvyuN7ojjr7lwkg6ml0roIy9YeuSr7JS372qlNW18UQYzgYK9ziGcerWqZOmEn9VNg==",
+            "resolved": "https://registry.npmjs.org/which-collection/-/which-collection-1.0.2.tgz",
+            "integrity": "sha512-K4jVyjnBdgvc86Y6BkaLZEN933SwYOuBFkdmBu9ZfkcAbdVbpITnDmjvZ/aQjRXQrv5EPkTnD1s39GiiqbngCw==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
-                "is-bigint": "^1.0.1",
-                "is-boolean-object": "^1.1.0",
-                "is-number-object": "^1.0.4",
-                "is-string": "^1.0.5",
-                "is-symbol": "^1.0.3"
+                "is-map": "^2.0.3",
+                "is-set": "^2.0.3",
+                "is-weakmap": "^2.0.2",
+                "is-weakset": "^2.0.3"
+            },
+            "engines": {
+                "node": ">= 0.4"
             },
             "funding": {
                 "url": "https://github.com/sponsors/ljharb"
             }
         },
         "node_modules/which-typed-array": {
-            "version": "1.1.15",
-            "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.15.tgz",
-            "integrity": "sha512-oV0jmFtUky6CXfkqehVvBP/LSWJ2sy4vWMioiENyJLePrBO/yKyV9OyJySfAKosh+RYkIl5zJCNZ8/4JncrpdA==",
+            "version": "1.1.19",
+            "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.19.tgz",
+            "integrity": "sha512-rEvr90Bck4WZt9HHFC4DJMsjvu7x+r6bImz0/BrbWb7A2djJ8hnZMrWnHo9F8ssv0OMErasDhftrfROTyqSDrw==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
                 "available-typed-arrays": "^1.0.7",
-                "call-bind": "^1.0.7",
-                "for-each": "^0.3.3",
-                "gopd": "^1.0.1",
+                "call-bind": "^1.0.8",
+                "call-bound": "^1.0.4",
+                "for-each": "^0.3.5",
+                "get-proto": "^1.0.1",
+                "gopd": "^1.2.0",
                 "has-tostringtag": "^1.0.2"
             },
             "engines": {
diff --git a/services/frontend/package.json b/services/frontend/package.json
index 5f840b1c..26598848 100644
--- a/services/frontend/package.json
+++ b/services/frontend/package.json
@@ -27,14 +27,14 @@
         "@tailwindcss/typography": "^0.5.15"
     },
     "devDependencies": {
-        "@intlify/unplugin-vue-i18n": "^2.0.0",
+        "@intlify/unplugin-vue-i18n": "^6.0.0",
         "@nx/cypress": "^18.0.4",
         "@nx/eslint": "^18.0.4",
         "@nx/eslint-plugin": "^18.0.4",
         "@nx/js": "^18.0.4",
         "@nx/vite": "^18.0.4",
         "@nx/vue": "17.3.2",
-        "@nx/web": "18.0.4",
+        "@nx/web": "18.3.5",
         "@nx/workspace": "^18.0.4",
         "@rushstack/eslint-patch": "^1.2.0",
         "@tsconfig/node21": "^21.0.1",
@@ -49,18 +49,18 @@
         "autoprefixer": "^10.4.17",
         "cypress": "^13.0.0",
         "daisyui": "^4.7.2",
-        "eslint": "8.46.0",
-        "eslint-plugin-cypress": "2.15.1",
-        "eslint-plugin-import": "2.27.5",
+        "eslint": "8.57.1",
+        "eslint-plugin-cypress": "2.15.2",
+        "eslint-plugin-import": "2.32.0",
         "eslint-plugin-vue": "^9.16.1",
         "jsdom": "^24.0.0",
-        "nx": "17.1.3",
+        "nx": "17.3.2",
         "postcss": "^8.4.35",
         "tailwindcss": "^3.4.1",
-        "typescript": "~5.3.3",
+        "typescript": "~5.8.0",
         "vite": "^5.1.6",
         "vite-plugin-dts": "~2.3.0",
-        "vite-tsconfig-paths": "~4.2.0",
+        "vite-tsconfig-paths": "~4.3.0",
         "vitest": "^1.6.1",
         "vue-tsc": "^1.8.27",
         "axios": "^1.9.0",
diff --git a/services/mcp-server/Dockerfile b/services/mcp-server/Dockerfile
index df7c861c..0abec842 100644
--- a/services/mcp-server/Dockerfile
+++ b/services/mcp-server/Dockerfile
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.11.7-bookworm AS build
+FROM --platform=linux/amd64 python:3.13.5-bookworm AS build
 
 ARG dev=0
 ENV POETRY_VIRTUALENVS_PATH=/app/services/mcp-server/.venv
@@ -26,7 +26,7 @@ RUN poetry config virtualenvs.create false &&\
     poetry install --no-interaction --no-ansi --no-root; \
     fi
 
-FROM --platform=linux/amd64 python:3.11.7-bookworm
+FROM --platform=linux/amd64 python:3.13.5-bookworm
 ARG dev=0
 
 RUN adduser --disabled-password --gecos "" --uid 65532 nonroot
diff --git a/services/mcp-server/poetry.lock b/services/mcp-server/poetry.lock
index 42eccfd5..f08dc7d3 100644
--- a/services/mcp-server/poetry.lock
+++ b/services/mcp-server/poetry.lock
@@ -64,7 +64,7 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
@@ -447,6 +447,7 @@ files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
 ]
+markers = {main = "sys_platform != \"emscripten\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -462,79 +463,104 @@ files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\" or os_name == \"nt\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+markers = {main = "sys_platform != \"emscripten\" and platform_system == \"Windows\" or os_name == \"nt\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "coverage"
-version = "7.8.0"
+version = "7.10.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "coverage-7.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2931f66991175369859b5fd58529cd4b73582461877ecfd859b6549869287ffe"},
-    {file = "coverage-7.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:52a523153c568d2c0ef8826f6cc23031dc86cffb8c6aeab92c4ff776e7951b28"},
-    {file = "coverage-7.8.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c8a5c139aae4c35cbd7cadca1df02ea8cf28a911534fc1b0456acb0b14234f3"},
-    {file = "coverage-7.8.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5a26c0c795c3e0b63ec7da6efded5f0bc856d7c0b24b2ac84b4d1d7bc578d676"},
-    {file = "coverage-7.8.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:821f7bcbaa84318287115d54becb1915eece6918136c6f91045bb84e2f88739d"},
-    {file = "coverage-7.8.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a321c61477ff8ee705b8a5fed370b5710c56b3a52d17b983d9215861e37b642a"},
-    {file = "coverage-7.8.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:ed2144b8a78f9d94d9515963ed273d620e07846acd5d4b0a642d4849e8d91a0c"},
-    {file = "coverage-7.8.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:042e7841a26498fff7a37d6fda770d17519982f5b7d8bf5278d140b67b61095f"},
-    {file = "coverage-7.8.0-cp310-cp310-win32.whl", hash = "sha256:f9983d01d7705b2d1f7a95e10bbe4091fabc03a46881a256c2787637b087003f"},
-    {file = "coverage-7.8.0-cp310-cp310-win_amd64.whl", hash = "sha256:5a570cd9bd20b85d1a0d7b009aaf6c110b52b5755c17be6962f8ccd65d1dbd23"},
-    {file = "coverage-7.8.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e7ac22a0bb2c7c49f441f7a6d46c9c80d96e56f5a8bc6972529ed43c8b694e27"},
-    {file = "coverage-7.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:bf13d564d310c156d1c8e53877baf2993fb3073b2fc9f69790ca6a732eb4bfea"},
-    {file = "coverage-7.8.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5761c70c017c1b0d21b0815a920ffb94a670c8d5d409d9b38857874c21f70d7"},
-    {file = "coverage-7.8.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e5ff52d790c7e1628241ffbcaeb33e07d14b007b6eb00a19320c7b8a7024c040"},
-    {file = "coverage-7.8.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d39fc4817fd67b3915256af5dda75fd4ee10621a3d484524487e33416c6f3543"},
-    {file = "coverage-7.8.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b44674870709017e4b4036e3d0d6c17f06a0e6d4436422e0ad29b882c40697d2"},
-    {file = "coverage-7.8.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8f99eb72bf27cbb167b636eb1726f590c00e1ad375002230607a844d9e9a2318"},
-    {file = "coverage-7.8.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b571bf5341ba8c6bc02e0baeaf3b061ab993bf372d982ae509807e7f112554e9"},
-    {file = "coverage-7.8.0-cp311-cp311-win32.whl", hash = "sha256:e75a2ad7b647fd8046d58c3132d7eaf31b12d8a53c0e4b21fa9c4d23d6ee6d3c"},
-    {file = "coverage-7.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:3043ba1c88b2139126fc72cb48574b90e2e0546d4c78b5299317f61b7f718b78"},
-    {file = "coverage-7.8.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:bbb5cc845a0292e0c520656d19d7ce40e18d0e19b22cb3e0409135a575bf79fc"},
-    {file = "coverage-7.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4dfd9a93db9e78666d178d4f08a5408aa3f2474ad4d0e0378ed5f2ef71640cb6"},
-    {file = "coverage-7.8.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f017a61399f13aa6d1039f75cd467be388d157cd81f1a119b9d9a68ba6f2830d"},
-    {file = "coverage-7.8.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0915742f4c82208ebf47a2b154a5334155ed9ef9fe6190674b8a46c2fb89cb05"},
-    {file = "coverage-7.8.0-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a40fcf208e021eb14b0fac6bdb045c0e0cab53105f93ba0d03fd934c956143a"},
-    {file = "coverage-7.8.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a1f406a8e0995d654b2ad87c62caf6befa767885301f3b8f6f73e6f3c31ec3a6"},
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 test-randomorder = ["pytest-randomly"]
 
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+    {file = "dependency_injector-4.48.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:9a7862987b3dcab5ac4fd82f6bbda55d3b15af1ca7492757c428deccc3720140"},
+    {file = "dependency_injector-4.48.1-pp310-pypy310_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:bb33c6d6b6100564dfaee20f3f76a2756158cceff6499e9d0bca8290f8e5f124"},
+    {file = "dependency_injector-4.48.1-pp310-pypy310_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a659380386bd236579b7f82f51e97f6074d0c878a10db5b50086000de6ce3c28"},
+    {file = "dependency_injector-4.48.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:76774369c7268d5dd211af75abfcb4433d972760be90db342c2de325ee4c24a0"},
+    {file = "dependency_injector-4.48.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:51f8d9d78a1a147908ed7929df628d859251a814e6a001973bd96ae2b5648760"},
+    {file = "dependency_injector-4.48.1-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2c23ab17cd3e160de1fc5d78719bf86fbfc81c21c8ea02b43832a6a1e2c8a8d8"},
+    {file = "dependency_injector-4.48.1-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:79be912a0dedb1341b1400018defca6a9966fcb8d4a84b325623fa57d3c08171"},
+    {file = "dependency_injector-4.48.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:65d9cf9f4eb31f837ed387210158e0003a4509478de1cbdc56c8439232f22ecd"},
+    {file = "dependency_injector-4.48.1.tar.gz", hash = "sha256:1805185e4522effad6d5e348c255d27e80d3f8adc89701daf13d743367392978"},
 ]
 
 [package.extras]
@@ -759,6 +742,56 @@ files = [
     {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
 ]
 
+[[package]]
+name = "dnspython"
+version = "2.7.0"
+description = "DNS toolkit"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"},
+    {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"},
+]
+
+[package.extras]
+dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.16.0)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "quart-trio (>=0.11.0)", "sphinx (>=7.2.0)", "sphinx-rtd-theme (>=2.0.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
+dnssec = ["cryptography (>=43)"]
+doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
+doq = ["aioquic (>=1.0.0)"]
+idna = ["idna (>=3.7)"]
+trio = ["trio (>=0.23)"]
+wmi = ["wmi (>=1.5.1)"]
+
+[[package]]
+name = "docstring-parser"
+version = "0.17.0"
+description = "Parse Python docstrings in reST, Google and Numpydoc format"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708"},
+    {file = "docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912"},
+]
+
+[package.extras]
+dev = ["pre-commit (>=2.16.0) ; python_version >= \"3.9\"", "pydoctor (>=25.4.0)", "pytest"]
+docs = ["pydoctor (>=25.4.0)"]
+test = ["pytest"]
+
+[[package]]
+name = "docutils"
+version = "0.22"
+description = "Docutils -- Python Documentation Utilities"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "docutils-0.22-py3-none-any.whl", hash = "sha256:4ed966a0e96a0477d852f7af31bdcb3adc049fbb35ccba358c2ea8a03287615e"},
+    {file = "docutils-0.22.tar.gz", hash = "sha256:ba9d57750e92331ebe7c08a1bbf7a7f8143b86c476acd51528b042216a6aad0f"},
+]
+
 [[package]]
 name = "dulwich"
 version = "0.22.8"
@@ -826,6 +859,22 @@ https = ["urllib3 (>=1.24.1)"]
 paramiko = ["paramiko"]
 pgp = ["gpg"]
 
+[[package]]
+name = "email-validator"
+version = "2.2.0"
+description = "A robust email address syntax and deliverability validation library."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"},
+    {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"},
+]
+
+[package.dependencies]
+dnspython = ">=2.0.0"
+idna = ">=2.0.0"
+
 [[package]]
 name = "eradicate"
 version = "2.3.0"
@@ -873,25 +922,27 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "fastmcp"
-version = "2.8.1"
-description = "The fast, Pythonic way to build MCP servers."
+version = "2.10.6"
+description = "The fast, Pythonic way to build MCP servers and clients."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "fastmcp-2.8.1-py3-none-any.whl", hash = "sha256:3b56a7bbab6bbac64d2a251a98b3dec5bb822ab1e4e9f20bb259add028b10d44"},
-    {file = "fastmcp-2.8.1.tar.gz", hash = "sha256:c89d8ce8bf53a166eda444cfdcb2c638170e62445487229fbaf340aed31beeaf"},
+    {file = "fastmcp-2.10.6-py3-none-any.whl", hash = "sha256:9782416a8848cc0f4cfcc578e5c17834da620bef8ecf4d0daabf5dd1272411a2"},
+    {file = "fastmcp-2.10.6.tar.gz", hash = "sha256:5a7b3301f9f1b64610430caef743ac70175c4b812e1949f037e4db65b0a42c5a"},
 ]
 
 [package.dependencies]
 authlib = ">=1.5.2"
+cyclopts = ">=3.0.0"
 exceptiongroup = ">=1.2.2"
 httpx = ">=0.28.1"
-mcp = ">=1.9.4,<2.0.0"
+mcp = ">=1.10.0"
 openapi-pydantic = ">=0.5.1"
+pydantic = {version = ">=2.11.7", extras = ["email"]}
+pyperclip = ">=1.9.0"
 python-dotenv = ">=1.1.0"
 rich = ">=13.9.4"
-typer = ">=0.15.2"
 
 [package.extras]
 websockets = ["websockets (>=15.0.1)"]
@@ -930,31 +981,31 @@ packaging = ">=20"
 
 [[package]]
 name = "flake8"
-version = "7.2.0"
+version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "flake8-7.2.0-py2.py3-none-any.whl", hash = "sha256:93b92ba5bdb60754a6da14fa3b93a9361fd00a59632ada61fd7b130436c40343"},
-    {file = "flake8-7.2.0.tar.gz", hash = "sha256:fa558ae3f6f7dbf2b4f22663e5343b6b6023620461f8d4ff2019ef4b5ee70426"},
+    {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
+    {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
 ]
 
 [package.dependencies]
 mccabe = ">=0.7.0,<0.8.0"
-pycodestyle = ">=2.13.0,<2.14.0"
-pyflakes = ">=3.3.0,<3.4.0"
+pycodestyle = ">=2.14.0,<2.15.0"
+pyflakes = ">=3.4.0,<3.5.0"
 
 [[package]]
 name = "flake8-annotations-complexity"
-version = "0.0.8"
+version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "flake8_annotations_complexity-0.0.8-py3-none-any.whl", hash = "sha256:44e299dac0ab64f3af4b478fac7feb635c113a606036de8b39dadab3531da7ed"},
-    {file = "flake8_annotations_complexity-0.0.8.tar.gz", hash = "sha256:8914e76e31672c4063c928b0a250db6b935a16d1799de10457958a71d11bb665"},
+    {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
+    {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
 ]
 
 [package.dependencies]
@@ -1202,14 +1253,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -1477,6 +1528,43 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jsonschema"
+version = "4.25.0"
+description = "An implementation of JSON Schema validation for Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "jsonschema-4.25.0-py3-none-any.whl", hash = "sha256:24c2e8da302de79c8b9382fee3e76b355e44d2a4364bb207159ce10b517bd716"},
+    {file = "jsonschema-4.25.0.tar.gz", hash = "sha256:e63acf5c11762c0e6672ffb61482bdf57f0876684d8d249c0fe2d730d48bc55f"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2025.4.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"},
+    {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
 [[package]]
 name = "keyring"
 version = "25.6.0"
@@ -1617,29 +1705,31 @@ files = [
 
 [[package]]
 name = "mcp"
-version = "1.9.4"
+version = "1.12.2"
 description = "Model Context Protocol SDK"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "mcp-1.9.4-py3-none-any.whl", hash = "sha256:7fcf36b62936adb8e63f89346bccca1268eeca9bf6dfb562ee10b1dfbda9dac0"},
-    {file = "mcp-1.9.4.tar.gz", hash = "sha256:cfb0bcd1a9535b42edaef89947b9e18a8feb49362e1cc059d6e7fc636f2cb09f"},
+    {file = "mcp-1.12.2-py3-none-any.whl", hash = "sha256:b86d584bb60193a42bd78aef01882c5c42d614e416cbf0480149839377ab5a5f"},
+    {file = "mcp-1.12.2.tar.gz", hash = "sha256:a4b7c742c50ce6ed6d6a6c096cca0e3893f5aecc89a59ed06d47c4e6ba41edcc"},
 ]
 
 [package.dependencies]
 anyio = ">=4.5"
 httpx = ">=0.27"
 httpx-sse = ">=0.4"
-pydantic = ">=2.7.2,<3.0.0"
+jsonschema = ">=4.20.0"
+pydantic = ">=2.8.0,<3.0.0"
 pydantic-settings = ">=2.5.2"
 python-multipart = ">=0.0.9"
+pywin32 = {version = ">=310", markers = "sys_platform == \"win32\""}
 sse-starlette = ">=1.6.1"
 starlette = ">=0.27"
 uvicorn = {version = ">=0.23.1", markers = "sys_platform != \"emscripten\""}
 
 [package.extras]
-cli = ["python-dotenv (>=1.0.0)", "typer (>=0.12.4)"]
+cli = ["python-dotenv (>=1.0.0)", "typer (>=0.16.0)"]
 rich = ["rich (>=13.9.4)"]
 ws = ["websockets (>=15.0.1)"]
 
@@ -1830,14 +1920,14 @@ install = ["zstandard (>=0.21.0)"]
 
 [[package]]
 name = "pep8-naming"
-version = "0.14.1"
+version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pep8-naming-0.14.1.tar.gz", hash = "sha256:1ef228ae80875557eb6c1549deafed4dabbf3261cfcafa12f773fe0db9be8a36"},
-    {file = "pep8_naming-0.14.1-py3-none-any.whl", hash = "sha256:63f514fc777d715f935faf185dedd679ab99526a7f2f503abb61587877f7b1c5"},
+    {file = "pep8_naming-0.15.1-py3-none-any.whl", hash = "sha256:eb63925e7fd9e028c7f7ee7b1e413ec03d1ee5de0e627012102ee0222c273c86"},
+    {file = "pep8_naming-0.15.1.tar.gz", hash = "sha256:f6f4a499aba2deeda93c1f26ccc02f3da32b035c8b2db9696b730ef2c9639d29"},
 ]
 
 [package.dependencies]
@@ -1940,14 +2030,14 @@ files = [
 
 [[package]]
 name = "pycodestyle"
-version = "2.13.0"
+version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pycodestyle-2.13.0-py2.py3-none-any.whl", hash = "sha256:35863c5974a271c7a726ed228a14a4f6daf49df369d8c50cd9a6f58a5e143ba9"},
-    {file = "pycodestyle-2.13.0.tar.gz", hash = "sha256:c8415bf09abe81d9c7f872502a6eee881fbe85d8763dd5b9924bb0a01d67efae"},
+    {file = "pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"},
+    {file = "pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783"},
 ]
 
 [[package]]
@@ -1964,18 +2054,19 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.11.4"
+version = "2.11.7"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pydantic-2.11.4-py3-none-any.whl", hash = "sha256:d9615eaa9ac5a063471da949c8fc16376a84afb5024688b3ff885693506764eb"},
-    {file = "pydantic-2.11.4.tar.gz", hash = "sha256:32738d19d63a226a52eed76645a98ee07c1f410ee41d93b4afbfa85ed8111c2d"},
+    {file = "pydantic-2.11.7-py3-none-any.whl", hash = "sha256:dde5df002701f6de26248661f6835bbe296a47bf73990135c7d07ce741b9623b"},
+    {file = "pydantic-2.11.7.tar.gz", hash = "sha256:d989c3c6cb79469287b1569f7447a17848c998458d49ebe294e975b9baf0f0db"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.6.0"
+email-validator = {version = ">=2.0.0", optional = true, markers = "extra == \"email\""}
 pydantic-core = "2.33.2"
 typing-extensions = ">=4.12.2"
 typing-inspection = ">=0.4.0"
@@ -2098,14 +2189,14 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pydantic-settings"
-version = "2.9.1"
+version = "2.10.1"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pydantic_settings-2.9.1-py3-none-any.whl", hash = "sha256:59b4f431b1defb26fe620c71a7d3968a710d719f5f4cdbbdb7926edeb770f6ef"},
-    {file = "pydantic_settings-2.9.1.tar.gz", hash = "sha256:c509bf79d27563add44e8446233359004ed85066cd096d8b510f715e6ef5d268"},
+    {file = "pydantic_settings-2.10.1-py3-none-any.whl", hash = "sha256:a60952460b99cf661dc25c29c0ef171721f98bfcb52ef8d9ea4c943d7c8cc796"},
+    {file = "pydantic_settings-2.10.1.tar.gz", hash = "sha256:06f0062169818d0f5524420a360d632d5857b83cffd4d42fe29597807a1614ee"},
 ]
 
 [package.dependencies]
@@ -2122,14 +2213,14 @@ yaml = ["pyyaml (>=6.0.1)"]
 
 [[package]]
 name = "pyflakes"
-version = "3.3.2"
+version = "3.4.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pyflakes-3.3.2-py2.py3-none-any.whl", hash = "sha256:5039c8339cbb1944045f4ee5466908906180f13cc99cc9949348d10f82a5c32a"},
-    {file = "pyflakes-3.3.2.tar.gz", hash = "sha256:6dfd61d87b97fba5dcfaaf781171ac16be16453be6d816147989e7f6e6a9576b"},
+    {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"},
+    {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"},
 ]
 
 [[package]]
@@ -2147,6 +2238,17 @@ files = [
 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
 
+[[package]]
+name = "pyperclip"
+version = "1.9.0"
+description = "A cross-platform clipboard module for Python. (Only handles plain text for now.)"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+]
+
 [[package]]
 name = "pyproject-hooks"
 version = "1.2.0"
@@ -2161,24 +2263,25 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "8.3.5"
+version = "8.4.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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+    {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"},
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 [package.dependencies]
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-iniconfig = "*"
-packaging = "*"
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
 pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
 
 [package.extras]
-dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "python-dateutil"
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 ]
 
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+name = "pywin32"
+version = "311"
+description = "Python for Window Extensions"
+optional = false
+python-versions = "*"
+groups = ["main"]
+markers = "sys_platform == \"win32\""
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+
 [[package]]
 name = "pywin32-ctypes"
 version = "0.2.3"
@@ -2405,21 +2539,38 @@ files = [
 [package.extras]
 all = ["numpy"]
 
+[[package]]
+name = "referencing"
+version = "0.36.2"
+description = "JSON Referencing + Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+]
+
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+rpds-py = ">=0.7.0"
+typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
+
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.4"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -2461,6 +2612,176 @@ pygments = ">=2.13.0,<3.0.0"
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
+[[package]]
+name = "rich-rst"
+version = "1.3.1"
+description = "A beautiful reStructuredText renderer for rich"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
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+]
+
+[package.dependencies]
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+rich = ">=12.0.0"
+
+[[package]]
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+version = "0.26.0"
+description = "Python bindings to Rust's persistent data structures (rpds)"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "rpds_py-0.26.0-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:b5f7a446ddaf6ca0fad9a5535b56fbfc29998bf0e0b450d174bbec0d600e1d72"},
+    {file = "rpds_py-0.26.0-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:eed5ac260dd545fbc20da5f4f15e7efe36a55e0e7cf706e4ec005b491a9546a0"},
+    {file = "rpds_py-0.26.0-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:582462833ba7cee52e968b0341b85e392ae53d44c0f9af6a5927c80e539a8b67"},
+    {file = "rpds_py-0.26.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:69a607203441e07e9a8a529cff1d5b73f6a160f22db1097211e6212a68567d11"},
+    {file = "rpds_py-0.26.0.tar.gz", hash = "sha256:20dae58a859b0906f0685642e591056f1e787f3a8b39c8e8749a45dc7d26bdb0"},
+]
+
 [[package]]
 name = "secretstorage"
 version = "3.3.3"
@@ -2612,24 +2933,6 @@ files = [
     {file = "trove_classifiers-2025.5.1.12.tar.gz", hash = "sha256:28d24c3d043dc6b0459813d6bf4a231e788509b55ee3d54ba08ce72638031182"},
 ]
 
-[[package]]
-name = "typer"
-version = "0.16.0"
-description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "typer-0.16.0-py3-none-any.whl", hash = "sha256:1f79bed11d4d02d4310e3c1b7ba594183bcedb0ac73b27a9e5f28f6fb5b98855"},
-    {file = "typer-0.16.0.tar.gz", hash = "sha256:af377ffaee1dbe37ae9440cb4e8f11686ea5ce4e9bae01b84ae7c63b87f1dd3b"},
-]
-
-[package.dependencies]
-click = ">=8.0.0"
-rich = ">=10.11.0"
-shellingham = ">=1.3.0"
-typing-extensions = ">=3.7.4.3"
-
 [[package]]
 name = "typing-extensions"
 version = "4.13.2"
@@ -2940,4 +3243,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.11"
-content-hash = "b5b92e224e2bbbd3b62f35c33ad1a68ed2f7351704e1875e316ed89290c111bd"
+content-hash = "b4ef581d6d4acb0f68b42534b885cef0b2934405fbb33d576a98f09f7e42ebb9"
diff --git a/services/mcp-server/pyproject.toml b/services/mcp-server/pyproject.toml
index 95fb4949..94798af2 100644
--- a/services/mcp-server/pyproject.toml
+++ b/services/mcp-server/pyproject.toml
@@ -23,7 +23,7 @@ flake8-pyproject = "^1.2.3"
 coverage = "^7.5.4"
 flake8-quotes = "^3.4.0"
 flake8-return = "^1.2.0"
-flake8-annotations-complexity = "^0.0.8"
+flake8-annotations-complexity = "^0.1.0"
 flake8-bandit = "^4.1.1"
 flake8-bugbear = "^24.8.19"
 flake8-builtins = "^2.5.0"
@@ -33,10 +33,10 @@ flake8-expression-complexity = "^0.0.11"
 # flake8-logging-format = "^2024.24.12"
 # flake8-docstrings = "^1.7.0"
 flake8-pytest-style = "^2.0.0"
-pep8-naming = "^0.14.1"
+pep8-naming = "^0.15.0"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/services/rag-backend/poetry.lock b/services/rag-backend/poetry.lock
index 84f298e8..529e45db 100644
--- a/services/rag-backend/poetry.lock
+++ b/services/rag-backend/poetry.lock
@@ -523,11 +523,11 @@ description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 groups = ["main", "dev"]
-markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "sys_platform == \"win32\" or platform_system == \"Windows\""}
 
 [[package]]
 name = "coloredlogs"
@@ -688,38 +688,38 @@ vision = ["Pillow (>=9.4.0)"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.14"
+version = "1.8.15"
 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-1.8.15-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cd546a405381d17527814852642df0a74b7da8acc20ae5f3cfad0b7c86419511"},
+    {file = "debugpy-1.8.15-cp39-cp39-win32.whl", hash = "sha256:ae0d445fe11ff4351428e6c2389e904e1cdcb4a47785da5a5ec4af6c5b95fce5"},
+    {file = "debugpy-1.8.15-cp39-cp39-win_amd64.whl", hash = "sha256:de7db80189ca97ab4b10a87e4039cfe4dd7ddfccc8f33b5ae40fcd33792fc67a"},
+    {file = "debugpy-1.8.15-py2.py3-none-any.whl", hash = "sha256:bce2e6c5ff4f2e00b98d45e7e01a49c7b489ff6df5f12d881c67d2f1ac635f3d"},
+    {file = "debugpy-1.8.15.tar.gz", hash = "sha256:58d7a20b7773ab5ee6bdfb2e6cf622fdf1e40c9d5aef2857d85391526719ac00"},
 ]
 
 [[package]]
@@ -1161,14 +1161,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -5177,4 +5177,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "f10ee313444120b075ca2c2031d839d1eac751ed95de80c36aaca65eecfdac86"
+content-hash = "16a92dde51204d04e06000dd8d13e83e5f76ca36dc6c2e63083b921089642187"
diff --git a/services/rag-backend/pyproject.toml b/services/rag-backend/pyproject.toml
index 1e790e11..8b2eb769 100644
--- a/services/rag-backend/pyproject.toml
+++ b/services/rag-backend/pyproject.toml
@@ -30,7 +30,7 @@ flake8-pytest-style = "^2.0.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"