diff --git a/microservices/document-ingestion/pgvector/poetry.lock b/microservices/document-ingestion/pgvector/poetry.lock
index d2414dc9f1..d827db2b5e 100644
--- a/microservices/document-ingestion/pgvector/poetry.lock
+++ b/microservices/document-ingestion/pgvector/poetry.lock
@@ -13,131 +13,131 @@ files = [
 
 [[package]]
 name = "aiohttp"
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+version = "3.13.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
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 ]
 
 [package.dependencies]
@@ -151,7 +151,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.3.0)", "backports.zstd", "brotlicffi"]
+speedups = ["Brotli (>=1.2)", "aiodns (>=3.3.0)", "backports.zstd", "brotlicffi (>=1.2)"]
 
 [[package]]
 name = "aiosignal"
@@ -192,13 +192,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.12.0"
+version = "4.12.1"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -344,13 +344,13 @@ crt = ["awscrt (==0.28.4)"]
 
 [[package]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
 ]
 
 [[package]]
@@ -615,103 +615,103 @@ development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
 [[package]]
 name = "coverage"
-version = "7.13.0"
+version = "7.13.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
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 [package.extras]
@@ -957,13 +957,13 @@ standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[stand
 
 [[package]]
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 [[package]]
@@ -1714,13 +1714,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.80"
+version = "0.3.81"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.9.0"
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+    {file = "pillow-12.1.0.tar.gz", hash = "sha256:5c5ae0a06e9ea030ab786b0251b32c7e4ce10e58d983c0d5c56029455180b5b9"},
 ]
 
 [package.extras]
@@ -3476,24 +3476,33 @@ files = [
 
 [[package]]
 name = "pypdfium2"
-version = "5.1.0"
+version = "5.3.0"
 description = "Python bindings to PDFium"
 optional = false
 python-versions = ">=3.6"
 files = [
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-    {file = "pypdfium2-5.1.0-py3-none-macosx_11_0_x86_64.whl", hash = "sha256:dee09b7a3ab1860a17decc97c179a5aaba5a74b2780d53c91daa18d742945892"},
-    {file = "pypdfium2-5.1.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1757d6470cbf5b8d1c825350df2ccd79fd0bfcf5753ff566fd02153a486014b1"},
-    {file = "pypdfium2-5.1.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ad18e95497423f88b33f2976cb78c27f0bd6ef4b4bf340c901f5f28a234c4f06"},
-    {file = "pypdfium2-5.1.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2faee2f4fbd5bd33dd77c07d15ccaa6687562d883a54c4beb8329ebaee615b7d"},
-    {file = "pypdfium2-5.1.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d688372df169a9dad606c1e5ad34b6e0e6b820f1e0d540b4780711600a7bf8dd"},
-    {file = "pypdfium2-5.1.0-py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:cfecd2b20f1c05027aaa2af6bfbcc2835b4c8f6455155b0dc2800ec6a2051965"},
-    {file = "pypdfium2-5.1.0-py3-none-musllinux_1_1_i686.whl", hash = "sha256:5698de8e6d662f1b2cdff5cb62e6f0ee79ffaaa13e282251854cbc64cf712449"},
-    {file = "pypdfium2-5.1.0-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:2cbd73093fbb1710ea1164cdf27583363e1b663b8cc22d555c84af0ee1af50c7"},
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-    {file = "pypdfium2-5.1.0-py3-none-win_amd64.whl", hash = "sha256:4725f347a8c9ff011a7035d8267ee25912ab1b946034ba0b57f3cca89de8847a"},
-    {file = "pypdfium2-5.1.0-py3-none-win_arm64.whl", hash = "sha256:47c5593f7eb6ae0f1e5a940d712d733ede580f09ca91de6c3f89611848695c0f"},
-    {file = "pypdfium2-5.1.0.tar.gz", hash = "sha256:46335ca30a1584b804a6824da84d2e846b4b954bdfc342d035b7bf15ed9a14e5"},
+    {file = "pypdfium2-5.3.0-py3-none-android_23_arm64_v8a.whl", hash = "sha256:885df6c78d41600cb086dc0c76b912d165b5bd6931ca08138329ea5a991b3540"},
+    {file = "pypdfium2-5.3.0-py3-none-android_23_armeabi_v7a.whl", hash = "sha256:6e53dee6b333ee77582499eff800300fb5aa0c7eb8f52f95ccb5ca35ebc86d48"},
+    {file = "pypdfium2-5.3.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:ce4466bdd62119fe25a5f74d107acc9db8652062bf217057630c6ff0bb419523"},
+    {file = "pypdfium2-5.3.0-py3-none-macosx_11_0_x86_64.whl", hash = "sha256:cc2647fd03db42b8a56a8835e8bc7899e604e2042cd6fedeea53483185612907"},
+    {file = "pypdfium2-5.3.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:35e205f537ddb4069e4b4e22af7ffe84fcf2d686c3fee5e5349f73268a0ef1ca"},
+    {file = "pypdfium2-5.3.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b5795298f44050797ac030994fc2525ea35d2d714efe70058e0ee22e5f613f27"},
+    {file = "pypdfium2-5.3.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b7cd43dfceb77137e69e74c933d41506da1dddaff70f3a794fb0ad0d73e90d75"},
+    {file = "pypdfium2-5.3.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d5956867558fd3a793e58691cf169718864610becb765bfe74dd83f05cbf1ae3"},
+    {file = "pypdfium2-5.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b3ff1071e9a782625822658dfe6e29e3a644a66960f8713bb17819f5a0ac5987"},
+    {file = "pypdfium2-5.3.0-py3-none-manylinux_2_27_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f319c46ead49d289ab8c1ed2ea63c91e684f35bdc4cf4dc52191c441182ac481"},
+    {file = "pypdfium2-5.3.0-py3-none-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6dc67a186da0962294321cace6ccc0a4d212dbc5e9522c640d35725a812324b8"},
+    {file = "pypdfium2-5.3.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:0ad0afd3d2b5b54d86287266fd6ae3fef0e0a1a3df9d2c4984b3e3f8f70e6330"},
+    {file = "pypdfium2-5.3.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:1afe35230dc3951b3e79b934c0c35a2e79e2372d06503fce6cf1926d2a816f47"},
+    {file = "pypdfium2-5.3.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:00385793030cadce08469085cd21b168fd8ff981b009685fef3103bdc5fc4686"},
+    {file = "pypdfium2-5.3.0-py3-none-musllinux_1_2_ppc64le.whl", hash = "sha256:d911e82676398949697fef80b7f412078df14d725a91c10e383b727051530285"},
+    {file = "pypdfium2-5.3.0-py3-none-musllinux_1_2_riscv64.whl", hash = "sha256:ca1dc625ed347fac3d9002a3ed33d521d5803409bd572e7b3f823c12ab2ef58f"},
+    {file = "pypdfium2-5.3.0-py3-none-musllinux_1_2_s390x.whl", hash = "sha256:ea4f9db2d3575f22cd41f4c7a855240ded842f135e59a961b5b1351a65ce2b6e"},
+    {file = "pypdfium2-5.3.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:0ea24409613df350223c6afc50911c99dca0d43ddaf2616c5a1ebdffa3e1bcb5"},
+    {file = "pypdfium2-5.3.0-py3-none-win32.whl", hash = "sha256:5bf695d603f9eb8fdd7c1786add5cf420d57fbc81df142ed63c029ce29614df9"},
+    {file = "pypdfium2-5.3.0-py3-none-win_amd64.whl", hash = "sha256:8365af22a39d4373c265f8e90e561cd64d4ddeaf5e6a66546a8caed216ab9574"},
+    {file = "pypdfium2-5.3.0-py3-none-win_arm64.whl", hash = "sha256:0b2c6bf825e084d91d34456be54921da31e9199d9530b05435d69d1a80501a12"},
+    {file = "pypdfium2-5.3.0.tar.gz", hash = "sha256:2873ffc95fcb01f329257ebc64a5fdce44b36447b6b171fe62f7db5dc3269885"},
 ]
 
 [[package]]
@@ -3599,13 +3608,13 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "python-multipart"
-version = "0.0.20"
+version = "0.0.21"
 description = "A streaming multipart parser for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 files = [
-    {file = "python_multipart-0.0.20-py3-none-any.whl", hash = "sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104"},
-    {file = "python_multipart-0.0.20.tar.gz", hash = "sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13"},
+    {file = "python_multipart-0.0.21-py3-none-any.whl", hash = "sha256:cf7a6713e01c87aa35387f4774e812c4361150938d20d232800f75ffcf266090"},
+    {file = "python_multipart-0.0.21.tar.gz", hash = "sha256:7137ebd4d3bbf70ea1622998f902b97a29434a9e8dc40eb203bbcf7c2a2cba92"},
 ]
 
 [[package]]
@@ -4270,13 +4279,13 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.8"
+version = "2.8.1"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "soupsieve-2.8-py3-none-any.whl", hash = "sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c"},
-    {file = "soupsieve-2.8.tar.gz", hash = "sha256:e2dd4a40a628cb5f28f6d4b0db8800b8f581b65bb380b97de22ba5ca8d72572f"},
+    {file = "soupsieve-2.8.1-py3-none-any.whl", hash = "sha256:a11fe2a6f3d76ab3cf2de04eb339c1be5b506a8a47f2ceb6d139803177f85434"},
+    {file = "soupsieve-2.8.1.tar.gz", hash = "sha256:4cf733bc50fa805f5df4b8ef4740fc0e0fa6218cf3006269afd3f9d6d80fd350"},
 ]
 
 [[package]]
@@ -4737,13 +4746,13 @@ files = [
 
 [[package]]
 name = "types-requests"
-version = "2.32.4.20250913"
+version = "2.32.4.20260107"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "types_requests-2.32.4.20250913-py3-none-any.whl", hash = "sha256:78c9c1fffebbe0fa487a418e0fa5252017e9c60d1a2da394077f1780f655d7e1"},
-    {file = "types_requests-2.32.4.20250913.tar.gz", hash = "sha256:abd6d4f9ce3a9383f269775a9835a4c24e5cd6b9f647d64f88aa4613c33def5d"},
+    {file = "types_requests-2.32.4.20260107-py3-none-any.whl", hash = "sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d"},
+    {file = "types_requests-2.32.4.20260107.tar.gz", hash = "sha256:018a11ac158f801bfa84857ddec1650750e393df8a004a8a9ae2a9bec6fcb24f"},
 ]
 
 [package.dependencies]
@@ -4791,13 +4800,13 @@ typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "tzdata"
-version = "2025.2"
+version = "2025.3"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
-    {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
+    {file = "tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"},
+    {file = "tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7"},
 ]
 
 [[package]]
diff --git a/sample-applications/chat-question-and-answer-core/docker/Dockerfile b/sample-applications/chat-question-and-answer-core/docker/Dockerfile
index ea6033cbfa..31cdf53ef7 100644
--- a/sample-applications/chat-question-and-answer-core/docker/Dockerfile
+++ b/sample-applications/chat-question-and-answer-core/docker/Dockerfile
@@ -4,36 +4,23 @@ FROM python:3.11-slim AS python-base
 
 # Define a build-time variable to determine if GPU drivers should be installed
 ARG USE_GPU=false
-ARG GPU_TYPE="none"  # Options: none, igpu, dgpu
-ARG INSTALL_DRIVER_VERSION="24.39.31294"
+ARG INSTALL_DRIVER_VERSION="25.48.36300"
 ARG UID=1000
 ARG GID=1000
 
-RUN echo "USE_GPU is set to $USE_GPU"; \
-    echo "GPU_TYPE is set to $GPU_TYPE"
+RUN echo "USE_GPU is set to $USE_GPU"
 
-# Copy drivers and set execute permissions on all .sh files
-COPY ./drivers /tmp/drivers
-RUN chmod +x /tmp/drivers/*.sh
+# Copy drivers and set execute permission on sh files
+COPY ./drivers/install_gpu_drivers.sh /tmp/drivers/install_gpu_drivers.sh
+RUN chmod +x /tmp/drivers/install_gpu_drivers.sh
 
 # Install GPU drivers if required
 RUN if [ "$USE_GPU" = "true" ]; then \
-    if [ "$GPU_TYPE" != "igpu" ] && [ "$GPU_TYPE" != "dgpu" ]; then \
-    echo "ERROR: GPU_TYPE must be set to 'igpu' or 'dgpu' when USE_GPU is set to true"; \
-    exit 1; \
-    fi && \
-    if [ "$GPU_TYPE" = "igpu" ]; then \
-    echo "Installing iGPU drivers"; \
-    /tmp/drivers/install_igpu_drivers.sh; \
-    elif [ "$GPU_TYPE" = "dgpu" ]; then \
-    echo "Installing dGPU drivers version $INSTALL_DRIVER_VERSION"; \
+    echo "Installing GPU drivers version $INSTALL_DRIVER_VERSION"; \
     apt-get update && apt-get install -y --no-install-recommends ca-certificates libxml2; \
-    /tmp/drivers/install_dgpu_drivers.sh; \
-    fi; \
+    /tmp/drivers/install_gpu_drivers.sh; \
     else \
-    if [ "$GPU_TYPE" != "none" ]; then \
     echo "USE_GPU is set to false. No GPU drivers will be installed. Only CPU is supported."; \
-    fi; \
     apt-get clean && \
     rm -rf /tmp/drivers /var/lib/apt/lists/* /tmp/*; \
     fi
diff --git a/sample-applications/chat-question-and-answer-core/docker/compose.yaml b/sample-applications/chat-question-and-answer-core/docker/compose.yaml
index dbdab6b7cf..a3f2d7e824 100644
--- a/sample-applications/chat-question-and-answer-core/docker/compose.yaml
+++ b/sample-applications/chat-question-and-answer-core/docker/compose.yaml
@@ -65,7 +65,6 @@ services:
       dockerfile: docker/Dockerfile
       args:
         USE_GPU: "true"
-        GPU_TYPE: "dgpu"
     devices:
       - /dev/dri:/dev/dri
     group_add:
diff --git a/sample-applications/chat-question-and-answer-core/docs/user-guide/build-from-source.md b/sample-applications/chat-question-and-answer-core/docs/user-guide/build-from-source.md
index fa7423189c..c1353d56fd 100644
--- a/sample-applications/chat-question-and-answer-core/docs/user-guide/build-from-source.md
+++ b/sample-applications/chat-question-and-answer-core/docs/user-guide/build-from-source.md
@@ -37,7 +37,7 @@ To build the Docker image for the `Chat Question-and-Answer Core` application, f
      - GPU-enabled inferencing (Intel GPUs support):
 
        ```bash
-       docker build -t chatqna:latest --build-arg USE_GPU=true --build-arg GPU_TYPE=dgpu -f docker/Dockerfile .
+       docker build -t chatqna:latest --build-arg USE_GPU=true -f docker/Dockerfile .
        ```
 
        This build the image using OpenVINO toolkit with additional GPU support for accelerated inferencing. It remains compatible with CPU-only systems, offering flexibility across different hardware setups.
diff --git a/sample-applications/chat-question-and-answer-core/drivers/install_dgpu_drivers.sh b/sample-applications/chat-question-and-answer-core/drivers/install_gpu_drivers.sh
similarity index 62%
rename from sample-applications/chat-question-and-answer-core/drivers/install_dgpu_drivers.sh
rename to sample-applications/chat-question-and-answer-core/drivers/install_gpu_drivers.sh
index 553de89596..fcaf36fb1d 100644
--- a/sample-applications/chat-question-and-answer-core/drivers/install_dgpu_drivers.sh
+++ b/sample-applications/chat-question-and-answer-core/drivers/install_gpu_drivers.sh
@@ -52,6 +52,36 @@ case $INSTALL_DRIVER_VERSION in \
         curl -L -O https://github.com/intel/intel-graphics-compiler/releases/download/v2.5.6/intel-igc-opencl-2_2.5.6+18417_amd64.deb ; \
         dpkg -i *.deb && rm -Rf /tmp/gpu_deps ; \
 ;; \
+"25.31.34666") \
+        mkdir /tmp/gpu_deps && cd /tmp/gpu_deps ; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.31.34666.3/libze-intel-gpu1_25.31.34666.3-0_amd64.deb; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.31.34666.3/intel-opencl-icd_25.31.34666.3-0_amd64.deb; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.31.34666.3/libigdgmm12_22.8.1_amd64.deb; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.31.34666.3/intel-ocloc_25.31.34666.3-0_amd64.deb; \
+        curl -L -O https://github.com/intel/intel-graphics-compiler/releases/download/v2.16.0/intel-igc-core-2_2.16.0+19683_amd64.deb; \
+        curl -L -O https://github.com/intel/intel-graphics-compiler/releases/download/v2.16.0/intel-igc-opencl-2_2.16.0+19683_amd64.deb; \
+        dpkg -i *.deb && rm -Rf /tmp/gpu_deps ; \
+;; \
+"25.35.35096") \
+        mkdir /tmp/gpu_deps && cd /tmp/gpu_deps ; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.35.35096.9/libze-intel-gpu1_25.35.35096.9-0_amd64.deb; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.35.35096.9/intel-opencl-icd_25.35.35096.9-0_amd64.deb; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.35.35096.9/libigdgmm12_22.8.1_amd64.deb; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.35.35096.9/intel-ocloc_25.35.35096.9-0_amd64.deb; \
+        curl -L -O https://github.com/intel/intel-graphics-compiler/releases/download/v2.18.5/intel-igc-core-2_2.18.5+19820_amd64.deb; \
+        curl -L -O https://github.com/intel/intel-graphics-compiler/releases/download/v2.18.5/intel-igc-opencl-2_2.18.5+19820_amd64.deb; \
+        dpkg -i *.deb && rm -Rf /tmp/gpu_deps ; \
+;; \
+"25.48.36300") \
+        mkdir /tmp/gpu_deps && cd /tmp/gpu_deps ; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.48.36300.8/libze-intel-gpu1_25.48.36300.8-0_amd64.deb; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.48.36300.8/intel-opencl-icd_25.48.36300.8-0_amd64.deb; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.48.36300.8/libigdgmm12_22.8.2_amd64.deb; \
+        curl -L -O https://github.com/intel/compute-runtime/releases/download/25.48.36300.8/intel-ocloc_25.48.36300.8-0_amd64.deb; \
+        curl -L -O https://github.com/intel/intel-graphics-compiler/releases/download/v2.24.8/intel-igc-core-2_2.24.8+20344_amd64.deb; \
+        curl -L -O https://github.com/intel/intel-graphics-compiler/releases/download/v2.24.8/intel-igc-opencl-2_2.24.8+20344_amd64.deb; \
+        dpkg -i *.deb && rm -Rf /tmp/gpu_deps ; \
+;; \
 *) \
         dpkg -P intel-gmmlib intel-igc-core intel-igc-opencl intel-level-zero-gpu intel-ocloc intel-opencl intel-opencl-icd && \
         apt-get update && apt-get -y --no-install-recommends install dpkg-dev && rm -rf /var/lib/apt/lists/* && \
@@ -66,4 +96,4 @@ case $INSTALL_DRIVER_VERSION in \
             intel-media-va-driver-non-free libmfx1 && \
             rm -rf /var/lib/apt/lists/* ; \
 esac
-apt-get clean && rm -rf /var/lib/apt/lists/* && rm -rf /tmp/*
\ No newline at end of file
+apt-get clean && rm -rf /var/lib/apt/lists/* && rm -rf /tmp/*
diff --git a/sample-applications/chat-question-and-answer-core/drivers/install_igpu_drivers.sh b/sample-applications/chat-question-and-answer-core/drivers/install_igpu_drivers.sh
deleted file mode 100644
index 19f327643e..0000000000
--- a/sample-applications/chat-question-and-answer-core/drivers/install_igpu_drivers.sh
+++ /dev/null
@@ -1,32 +0,0 @@
-#!/bin/bash -x
-#
-# Copyright (C) 2025 Intel Corporation
-# SPDX-License-Identifier: Apache-2.0
-#
-# Script should be used only as a part of Dockerfiles
-
-echo "Installing iGPU drivers..."
-
-# Update package list and install dependencies
-apt-get update && apt-get install -y curl ocl-icd-libopencl1 --no-install-recommends --fix-missing && rm -rf /var/lib/apt/lists/* && \
-
-# Create a temporary directory for GPU dependencies
-mkdir /tmp/gpu_deps && cd /tmp/gpu_deps
-
-# Download the necessary .deb files
-curl -L -O https://github.com/intel/intel-graphics-compiler/releases/download/v2.5.6/intel-igc-core-2_2.5.6+18417_amd64.deb
-curl -L -O https://github.com/intel/intel-graphics-compiler/releases/download/v2.5.6/intel-igc-opencl-2_2.5.6+18417_amd64.deb
-curl -L -O https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/intel-level-zero-gpu-dbgsym_1.6.32224.5_amd64.ddeb
-curl -L -O https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/intel-level-zero-gpu_1.6.32224.5_amd64.deb
-curl -L -O https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/intel-opencl-icd-dbgsym_24.52.32224.5_amd64.ddeb
-curl -L -O https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/intel-opencl-icd_24.52.32224.5_amd64.deb
-curl -L -O https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/libigdgmm12_22.5.5_amd64.deb
-
-# Install the downloaded .deb files
-dpkg -i *.deb
-
-# Clean up by removing the temporary directory
-rm -Rf /tmp/gpu_deps
-
-# Clean up apt cache and temporary files
-apt-get clean && rm -rf /var/lib/apt/lists/* && rm -rf /tmp/*
\ No newline at end of file
diff --git a/sample-applications/chat-question-and-answer-core/poetry.lock b/sample-applications/chat-question-and-answer-core/poetry.lock
index 4d02c47927..3edcb8edfc 100644
--- a/sample-applications/chat-question-and-answer-core/poetry.lock
+++ b/sample-applications/chat-question-and-answer-core/poetry.lock
@@ -26,132 +26,132 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.2"
+version = "3.13.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -165,7 +165,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
@@ -225,14 +225,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.12.0"
+version = "4.12.1"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev", "ollama", "openvino"]
 files = [
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 ]
 
 [package.dependencies]
@@ -289,14 +289,14 @@ test = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev", "ollama", "openvino"]
 files = [
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+    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
 ]
 
 [[package]]
@@ -739,104 +739,104 @@ test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist"
 
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-version = "7.13.0"
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 [package.extras]
@@ -1523,14 +1523,14 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
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-version = "1.5.2"
+version = "1.5.3"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.9"
 groups = ["openvino"]
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 [[package]]
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 [[package]]
 name = "langchain-core"
-version = "0.3.80"
+version = "0.3.81"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.9.0"
 groups = ["main", "ollama", "openvino"]
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 [[package]]
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 orjson = {version = ">=3.9.14", markers = "platform_python_implementation != \"PyPy\""}
 packaging = ">=23.2"
-pydantic = ">=1,<3"
+pydantic = ">=2,<3"
 requests = ">=2.0.0"
 requests-toolbelt = ">=1.0.0"
 uuid-utils = ">=0.12.0,<1.0"
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 [[package]]
 name = "marshmallow"
-version = "3.26.1"
+version = "3.26.2"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 [package.dependencies]
@@ -2616,43 +2616,44 @@ reference = ["Pillow"]
 
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+version = "2025.4.1"
 description = "OpenVINO(TM) Runtime"
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 ]
 
 [package.dependencies]
-numpy = ">=1.16.6,<2.3.0"
+numpy = ">=1.16.6,<2.4.0"
 openvino-telemetry = ">=2023.2.1"
 packaging = "*"
 
@@ -2670,21 +2671,21 @@ files = [
 
 [[package]]
 name = "openvino-tokenizers"
-version = "2025.4.0.0"
+version = "2025.4.1.0"
 description = "Convert tokenizers into OpenVINO models"
 optional = false
 python-versions = ">=3.10"
 groups = ["openvino"]
 files = [
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 ]
 
 [package.dependencies]
-openvino = "==2025.4.*"
+openvino = ">=2025.4.1.dev,<2025.5.0"
 
 [package.extras]
 transformers = ["tiktoken (>=0.3.0)", "transformers[sentencepiece] (>=4.36.0)"]
@@ -2746,8 +2747,8 @@ files = [
 
 [package.dependencies]
 nncf = [
-    {version = ">=2.18.0", optional = true, markers = "extra == \"openvino\""},
     {version = ">=2.18.0", optional = true, markers = "extra == \"nncf\""},
+    {version = ">=2.18.0", optional = true, markers = "extra == \"openvino\""},
 ]
 openvino = {version = ">=2025.1.0", optional = true, markers = "extra == \"openvino\""}
 openvino-tokenizers = {version = ">=2025.1.0", optional = true, markers = "extra == \"openvino\""}
@@ -3297,36 +3298,38 @@ files = [
 
 [[package]]
 name = "psutil"
-version = "7.1.3"
+version = "7.2.1"
 description = "Cross-platform lib for process and system monitoring."
 optional = false
 python-versions = ">=3.6"
 groups = ["openvino"]
 files = [
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 ]
 
 [package.extras]
-dev = ["abi3audit", "black", "check-manifest", "colorama ; os_name == \"nt\"", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pyreadline ; os_name == \"nt\"", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32 ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "validate-pyproject[all]", "virtualenv", "vulture", "wheel", "wheel ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "wmi ; os_name == \"nt\" and platform_python_implementation != \"PyPy\""]
-test = ["pytest", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32 ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "setuptools", "wheel ; os_name == \"nt\" and platform_python_implementation != \"PyPy\"", "wmi ; os_name == \"nt\" and platform_python_implementation != \"PyPy\""]
+dev = ["abi3audit", "black", "check-manifest", "coverage", "packaging", "psleak", "pylint", "pyperf", "pypinfo", "pytest", "pytest-cov", "pytest-instafail", "pytest-xdist", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "validate-pyproject[all]", "virtualenv", "vulture", "wheel"]
+test = ["psleak", "pytest", "pytest-instafail", "pytest-xdist", "setuptools"]
 
 [[package]]
 name = "pyarrow"
@@ -3688,14 +3691,14 @@ parallelization = ["dask[distributed]", "joblib", "ray[default]"]
 
 [[package]]
 name = "pyparsing"
-version = "3.2.5"
+version = "3.3.1"
 description = "pyparsing - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
 groups = ["openvino"]
 files = [
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 ]
 
 [package.extras]
@@ -3817,14 +3820,14 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "python-multipart"
-version = "0.0.20"
+version = "0.0.21"
 description = "A streaming multipart parser for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -5056,14 +5059,14 @@ typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "tzdata"
-version = "2025.2"
+version = "2025.3"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main", "openvino"]
 files = [
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 ]
 
 [[package]]
@@ -5515,4 +5518,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "e85f3a1f86854d6c0af867c1957c712de8fce9a8e591b80fb8a1ee56bb9d080a"
+content-hash = "a18bebc985711d790aae66cb7e6c9ec0cd2ba8e1b31d7d231bccc1592d1eddd7"
diff --git a/sample-applications/chat-question-and-answer-core/pyproject.toml b/sample-applications/chat-question-and-answer-core/pyproject.toml
index 6a0be7e4e1..a960097707 100644
--- a/sample-applications/chat-question-and-answer-core/pyproject.toml
+++ b/sample-applications/chat-question-and-answer-core/pyproject.toml
@@ -11,7 +11,7 @@ docx2txt = "^0.9"
 faiss-cpu = "1.11.0"
 fastapi = "0.120.2"
 h11 = "0.16.0"
-langchain-core = "^0.3.80"
+langchain-core = "0.3.81"
 langchain-community = "^0.3.9"
 pandas = "2.2.3"
 pillow = "^11.3.0"
diff --git a/sample-applications/chat-question-and-answer/poetry.lock b/sample-applications/chat-question-and-answer/poetry.lock
index ef33394802..6ccecca545 100644
--- a/sample-applications/chat-question-and-answer/poetry.lock
+++ b/sample-applications/chat-question-and-answer/poetry.lock
@@ -14,132 +14,132 @@ files = [
 
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 name = "aiohttp"
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 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -153,7 +153,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
@@ -222,14 +222,14 @@ vertex = ["google-auth (>=2,<3)"]
 
 [[package]]
 name = "anyio"
-version = "4.12.0"
+version = "4.12.1"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"},
 ]
 
 [package.dependencies]
@@ -352,18 +352,18 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.42.8"
+version = "1.42.23"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "boto3-1.42.8.tar.gz", hash = "sha256:e967706af5887339407481562c389c612d5eae641eb854ddd59026d049df740e"},
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+    {file = "boto3-1.42.23.tar.gz", hash = "sha256:f681a8d43b46b3d8acf0be4f3894eb85e40e75945431d0dfe0542edda7025512"},
 ]
 
 [package.dependencies]
-botocore = ">=1.42.8,<1.43.0"
+botocore = ">=1.42.23,<1.43.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.16.0,<0.17.0"
 
@@ -372,14 +372,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.42.8"
+version = "1.42.23"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "botocore-1.42.8-py3-none-any.whl", hash = "sha256:4cb89c74dd9083d16e45868749b999265a91309b2499907c84adeffa0a8df89b"},
-    {file = "botocore-1.42.8.tar.gz", hash = "sha256:4921aa454f82fed0880214eab21126c98a35fe31ede952693356f9c85ce3574b"},
+    {file = "botocore-1.42.23-py3-none-any.whl", hash = "sha256:d5042e0252b81f25ca1152fff9ed25463bab2438fbc4530ba53d5390d00ca1b1"},
+    {file = "botocore-1.42.23.tar.gz", hash = "sha256:453ce449bd1021acd67e75c814aae1b132b1ab3ee0ecff248de863bf19e58be8"},
 ]
 
 [package.dependencies]
@@ -392,14 +392,14 @@ crt = ["awscrt (==0.29.2)"]
 
 [[package]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b"},
-    {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"},
+    {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"},
+    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
 ]
 
 [[package]]
@@ -1278,14 +1278,14 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.80"
+version = "0.3.81"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.9.0"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.80-py3-none-any.whl", hash = "sha256:2141e3838d100d17dce2359f561ec0df52c526bae0de6d4f469f8026c5747456"},
-    {file = "langchain_core-0.3.80.tar.gz", hash = "sha256:29636b82513ab49e834764d023c4d18554d3d719a185d37b019d0a8ae948c6bb"},
+    {file = "langchain_core-0.3.81-py3-none-any.whl", hash = "sha256:d0f34c88254d78ccb1b9a038f860d13dea90186045026fd8fc3e1265eed73a4e"},
+    {file = "langchain_core-0.3.81.tar.gz", hash = "sha256:0473e7cffbba06017393f2f1ee116da098c298e4ec478ada91d321f42dff921c"},
 ]
 
 [package.dependencies]
@@ -1351,21 +1351,21 @@ langchain-core = ">=0.3.75,<2.0.0"
 
 [[package]]
 name = "langsmith"
-version = "0.4.59"
+version = "0.6.1"
 description = "Client library to connect to the LangSmith Observability and Evaluation Platform."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "langsmith-0.4.59-py3-none-any.whl", hash = "sha256:97c26399286441a7b7b06b912e2801420fbbf3a049787e609d49dc975ab10bc5"},
-    {file = "langsmith-0.4.59.tar.gz", hash = "sha256:6b143214c2303dafb29ab12dcd05ac50bdfc60dac01c6e0450e50cee1d2415e0"},
+    {file = "langsmith-0.6.1-py3-none-any.whl", hash = "sha256:cad1f0a5cb8baf01490d2d90b7515d2cecc31648237bf070d2e6c0e7d58a2079"},
+    {file = "langsmith-0.6.1.tar.gz", hash = "sha256:bf35f9ffa592d602d5b11d23890d51342f321ac7f5e0cb6a22ab48fbdb88853a"},
 ]
 
 [package.dependencies]
 httpx = ">=0.23.0,<1"
 orjson = {version = ">=3.9.14", markers = "platform_python_implementation != \"PyPy\""}
 packaging = ">=23.2"
-pydantic = ">=1,<3"
+pydantic = ">=2,<3"
 requests = ">=2.0.0"
 requests-toolbelt = ">=1.0.0"
 uuid-utils = ">=0.12.0,<1.0"
@@ -1381,14 +1381,14 @@ vcr = ["vcrpy (>=7.0.0)"]
 
 [[package]]
 name = "marshmallow"
-version = "3.26.1"
+version = "3.26.2"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "marshmallow-3.26.1-py3-none-any.whl", hash = "sha256:3350409f20a70a7e4e11a27661187b77cdcaeb20abca41c1454fe33636bea09c"},
-    {file = "marshmallow-3.26.1.tar.gz", hash = "sha256:e6d8affb6cb61d39d26402096dc0aee12d5a26d490a121f118d2e81dc0719dc6"},
+    {file = "marshmallow-3.26.2-py3-none-any.whl", hash = "sha256:013fa8a3c4c276c24d26d84ce934dc964e2aa794345a0f8c7e5a7191482c8a73"},
+    {file = "marshmallow-3.26.2.tar.gz", hash = "sha256:bbe2adb5a03e6e3571b573f42527c6fe926e17467833660bebd11593ab8dfd57"},
 ]
 
 [package.dependencies]
@@ -3139,15 +3139,15 @@ typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "tzdata"
-version = "2025.2"
+version = "2025.3"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main"]
 markers = "sys_platform == \"win32\""
 files = [
-    {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
-    {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
+    {file = "tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"},
+    {file = "tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7"},
 ]
 
 [[package]]