diff --git a/.github/workflows/pylint.yaml b/.github/workflows/pylint.yaml
new file mode 100644
index 00000000..5ce45511
--- /dev/null
+++ b/.github/workflows/pylint.yaml
@@ -0,0 +1,28 @@
+name: Python linter
+
+on:
+  - push
+  - pull_request
+
+jobs:
+  pylint:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      pull-requests: read
+    name: "Pylinter"
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+      - name: Python version
+        run: python --version
+      - name: PDM installation
+        run: pip install --user pdm
+      - name: Install dependencies
+        run: pdm install
+      - name: Install devel dependencies
+        run: pdm install --group default,dev
+      - name: Python linter
+        run: pdm run pylint src
diff --git a/Makefile b/Makefile
index a1a49cf4..84a7ebef 100644
--- a/Makefile
+++ b/Makefile
@@ -3,7 +3,7 @@ PATH_TO_PLANTUML := ~/bin
 
 
 run: ## Run the service locally
-	python src/lightspeed-stack.py
+	python src/lightspeed_stack.py
 
 test-unit: ## Run the unit tests
 	@echo "Running unit tests..."
diff --git a/pdm.lock b/pdm.lock
index 1b0878d2..4672d830 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -5,11 +5,90 @@
 groups = ["default", "dev"]
 strategy = ["inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:7c3d1c6eebd3850d64b96db88285299d0618f73bd54e1b263ba77566ea85dd9c"
+content_hash = "sha256:ccdf11bb21bf407311a52635fe699b9f9e72d9f02105604258459ca06a3b61e1"
 
 [[metadata.targets]]
 requires_python = ">=3.11.1,<=3.12.10"
 
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+requires_python = ">=3.9"
+summary = "Happy Eyeballs for asyncio"
+groups = ["default"]
+files = [
+    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.12.7"
+requires_python = ">=3.9"
+summary = "Async http client/server framework (asyncio)"
+groups = ["default"]
+dependencies = [
+    "aiohappyeyeballs>=2.5.0",
+    "aiosignal>=1.1.2",
+    "async-timeout<6.0,>=4.0; python_version < \"3.11\"",
+    "attrs>=17.3.0",
+    "frozenlist>=1.1.1",
+    "multidict<7.0,>=4.5",
+    "propcache>=0.2.0",
+    "yarl<2.0,>=1.17.0",
+]
+files = [
+    {file = "aiohttp-3.12.7-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:388b5947aa6931ef4ce3ed4edde6853e84980677886992cfadcf733dd06eed63"},
+    {file = "aiohttp-3.12.7-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:9ed5af1cce257cca27a3e920b003b3b397f63418a203064b7d804ea3b45782af"},
+    {file = "aiohttp-3.12.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f466ae8f9c02993b7d167be685bdbeb527cf254a3cfcc757697e0e336399d0a2"},
+    {file = "aiohttp-3.12.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2be095a420a9f9a12eff343d877ae180dd919238b539431af08cef929e874759"},
+    {file = "aiohttp-3.12.7-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:b058cf2ba6adba699960d7bc403411c8a99ab5d3e5ea3eb01473638ae7d1a30e"},
+    {file = "aiohttp-3.12.7-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9b6a660163b055686dbb0acc961978fd14537eba5d9da6cbdb4dced7a8d3be1a"},
+    {file = "aiohttp-3.12.7-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d741923905f267ad5d5c8f86a56f9d2beac9f32a36c217c5d9ef65cd74fd8ca0"},
+    {file = "aiohttp-3.12.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:519f5454b6018158ae0e789b8f6a88726c47dd680982eb318ef3ca4dee727314"},
+    {file = "aiohttp-3.12.7-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1e4eebfe470e22cc4b374d7e32c07e96d777a5c0fa51f3824de68e697da037ec"},
+    {file = "aiohttp-3.12.7-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:74ff39445f94923cf595e9e6dd602ecbe66b12364e2207e61342b8834417f8da"},
+    {file = "aiohttp-3.12.7-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:77cb9dba16486ecfeac8076763600b9714941e0ff696e53a30e8d408d9a196ca"},
+    {file = "aiohttp-3.12.7-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:a7b3b9cbe83e3918a1918b0de274884f17b64224c1c9210a6fb0f7c10d246636"},
+    {file = "aiohttp-3.12.7-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:6055f53c70938498884e71ca966abe8e9e7558489e13a7e40b6384dee7230d1d"},
+    {file = "aiohttp-3.12.7-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:8493a42d5b2a736c6804239b985feebeea1c60f8fcb46a3607d6dce3c1a42b12"},
+    {file = "aiohttp-3.12.7-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:372f2237cade45f563d973c2a913895f2699a892c0eb11c55c6880b6f0acf219"},
+    {file = "aiohttp-3.12.7-cp311-cp311-win32.whl", hash = "sha256:41f686749a099b507563a5c0cb4fd77367b05448a2c1758784ad506a28e9e579"},
+    {file = "aiohttp-3.12.7-cp311-cp311-win_amd64.whl", hash = "sha256:7a3691583470d4397aca70fbf8e0f0778b63a2c2a6a23263bdeeb68395972f29"},
+    {file = "aiohttp-3.12.7-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:9b9345918f5b5156a5712c37d1d331baf320df67547ea032a49a609b773c3606"},
+    {file = "aiohttp-3.12.7-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:3091b4883f405dbabeb9ea821a25dec16d03a51c3e0d2752fc3ab48b652bf196"},
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+    {file = "aiohttp-3.12.7-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3a5938973105cd5ff17176e8cb36bc19cac7c82ae7c58c0dbd7e023972d0c708"},
+    {file = "aiohttp-3.12.7-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e506ae5c4c05d1a1e87edd64b994cea2d49385d41d32e1c6be8764f31cf2245c"},
+    {file = "aiohttp-3.12.7-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b780b402e6361c4cfcec252580f5ecdd86cb68376520ac34748d3f8b262dd598"},
+    {file = "aiohttp-3.12.7-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cf981bbfb7ff2ebc1b3bfae49d2efe2c51ca1cf3d90867f47c310df65398e85e"},
+    {file = "aiohttp-3.12.7-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:94f98e0e5a49f89b252e115844f756c04fc8050f38252a32a3dd994ce8121f10"},
+    {file = "aiohttp-3.12.7-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:410e96cc6824fc4ced9703fb2ac2d06c6190d21fc6f5b588f62b1918628449c1"},
+    {file = "aiohttp-3.12.7-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:43e93987fe9df4349db8deae7c391695538c35e4ba893133c7e823234f6e4537"},
+    {file = "aiohttp-3.12.7-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:cb3f3dcb59f3e16819a1c7d3fa32e7b87255b661c1e139a1b5940bde270704ab"},
+    {file = "aiohttp-3.12.7-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:4a46fe4a4c66b2712059e48a8384eb93565fbe3251af4844860fed846ef4ca75"},
+    {file = "aiohttp-3.12.7-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:ad01793164661af70918490ef8efc2c09df7a3c686b6c84ca90a2d69cdbc3911"},
+    {file = "aiohttp-3.12.7-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:e85c6833be3f49cead2e7bc79080e5c18d6dab9af32226ab5a01dc20c523e7d9"},
+    {file = "aiohttp-3.12.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3c9f52149d8249566e72c50c7985c2345521b3b78f84aa86f6f492cd50b14793"},
+    {file = "aiohttp-3.12.7-cp312-cp312-win32.whl", hash = "sha256:0e1c33ac0f6a396bcefe9c1d52c9d38a051861885a5c102ca5c8298aba0108fa"},
+    {file = "aiohttp-3.12.7-cp312-cp312-win_amd64.whl", hash = "sha256:b4aed5233a9d13e34e8624ecb798533aa2da97e7048cc69671b7a6d7a2efe7e8"},
+    {file = "aiohttp-3.12.7.tar.gz", hash = "sha256:08bf55b216c779eddb6e41c1841c17d7ddd12776c7d7b36051c0a292a9ca828e"},
+]
+
+[[package]]
+name = "aiosignal"
+version = "1.3.2"
+requires_python = ">=3.9"
+summary = "aiosignal: a list of registered asynchronous callbacks"
+groups = ["default"]
+dependencies = [
+    "frozenlist>=1.1.0",
+]
+files = [
+    {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
+    {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -41,6 +120,20 @@ files = [
     {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
 ]
 
+[[package]]
+name = "astroid"
+version = "3.3.10"
+requires_python = ">=3.9.0"
+summary = "An abstract syntax tree for Python with inference support."
+groups = ["dev"]
+dependencies = [
+    "typing-extensions>=4; python_version < \"3.11\"",
+]
+files = [
+    {file = "astroid-3.3.10-py3-none-any.whl", hash = "sha256:104fb9cb9b27ea95e847a94c003be03a9e039334a8ebca5ee27dafaf5c5711eb"},
+    {file = "astroid-3.3.10.tar.gz", hash = "sha256:c332157953060c6deb9caa57303ae0d20b0fbdb2e59b4a4f2a6ba49d0a7961ce"},
+]
+
 [[package]]
 name = "attrs"
 version = "25.3.0"
@@ -80,34 +173,6 @@ files = [
     {file = "black-25.1.0.tar.gz", hash = "sha256:33496d5cd1222ad73391352b4ae8da15253c5de89b93a80b3e2c8d9a19ec2666"},
 ]
 
-[[package]]
-name = "blobfile"
-version = "3.0.0"
-requires_python = ">=3.8.0"
-summary = "Read GCS, ABS and local paths with the same interface, clone of tensorflow.io.gfile"
-groups = ["default"]
-dependencies = [
-    "filelock>=3.0",
-    "lxml>=4.9",
-    "pycryptodomex>=3.8",
-    "urllib3<3,>=1.25.3",
-]
-files = [
-    {file = "blobfile-3.0.0-py3-none-any.whl", hash = "sha256:48ecc3307e622804bd8fe13bf6f40e6463c4439eba7a1f9ad49fd78aa63cc658"},
-    {file = "blobfile-3.0.0.tar.gz", hash = "sha256:32ec777414de7bb2a76ca812a838f0d33327ca28ae844a253503cde625cdf2f1"},
-]
-
-[[package]]
-name = "cachetools"
-version = "5.5.2"
-requires_python = ">=3.7"
-summary = "Extensible memoizing collections and decorators"
-groups = ["default"]
-files = [
-    {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
-    {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
-]
-
 [[package]]
 name = "certifi"
 version = "2025.4.26"
@@ -251,6 +316,18 @@ files = [
     {file = "coverage-7.8.1.tar.gz", hash = "sha256:d41d4da5f2871b1782c6b74948d2d37aac3a5b39b43a6ba31d736b97a02ae1f1"},
 ]
 
+[[package]]
+name = "dill"
+version = "0.4.0"
+requires_python = ">=3.8"
+summary = "serialize all of Python"
+groups = ["dev"]
+marker = "python_version >= \"3.11\""
+files = [
+    {file = "dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049"},
+    {file = "dill-0.4.0.tar.gz", hash = "sha256:0633f1d2df477324f53a895b02c901fb961bdbf65a17122586ea7019292cbcf0"},
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -263,13 +340,17 @@ files = [
 ]
 
 [[package]]
-name = "durationpy"
-version = "0.10"
-summary = "Module for converting between datetime.timedelta and Go's Duration strings."
+name = "ecdsa"
+version = "0.19.1"
+requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.6"
+summary = "ECDSA cryptographic signature library (pure python)"
 groups = ["default"]
+dependencies = [
+    "six>=1.9.0",
+]
 files = [
-    {file = "durationpy-0.10-py3-none-any.whl", hash = "sha256:3b41e1b601234296b4fb368338fdcd3e13e0b4fb5b67345948f4f2bf9868b286"},
-    {file = "durationpy-0.10.tar.gz", hash = "sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba"},
+    {file = "ecdsa-0.19.1-py2.py3-none-any.whl", hash = "sha256:30638e27cf77b7e15c4c4cc1973720149e1033827cfd00661ca5c8cc0cdb24c3"},
+    {file = "ecdsa-0.19.1.tar.gz", hash = "sha256:478cba7b62555866fcb3bb3fe985e06decbdb68ef55713c4e5ab98c57d508e61"},
 ]
 
 [[package]]
@@ -311,6 +392,51 @@ files = [
     {file = "fire-0.7.0.tar.gz", hash = "sha256:961550f07936eaf65ad1dc8360f2b2bf8408fad46abbfa4d2a3794f8d2a95cdf"},
 ]
 
+[[package]]
+name = "frozenlist"
+version = "1.6.0"
+requires_python = ">=3.9"
+summary = "A list-like structure which implements collections.abc.MutableSequence"
+groups = ["default"]
+files = [
+    {file = "frozenlist-1.6.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ae8337990e7a45683548ffb2fee1af2f1ed08169284cd829cdd9a7fa7470530d"},
+    {file = "frozenlist-1.6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8c952f69dd524558694818a461855f35d36cc7f5c0adddce37e962c85d06eac0"},
+    {file = "frozenlist-1.6.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8f5fef13136c4e2dee91bfb9a44e236fff78fc2cd9f838eddfc470c3d7d90afe"},
+    {file = "frozenlist-1.6.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:716bbba09611b4663ecbb7cd022f640759af8259e12a6ca939c0a6acd49eedba"},
+    {file = "frozenlist-1.6.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7b8c4dc422c1a3ffc550b465090e53b0bf4839047f3e436a34172ac67c45d595"},
+    {file = "frozenlist-1.6.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b11534872256e1666116f6587a1592ef395a98b54476addb5e8d352925cb5d4a"},
+    {file = "frozenlist-1.6.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1c6eceb88aaf7221f75be6ab498dc622a151f5f88d536661af3ffc486245a626"},
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+    {file = "frozenlist-1.6.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e1c6bd2c6399920c9622362ce95a7d74e7f9af9bfec05fff91b8ce4b9647845a"},
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+]
+
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 name = "fsspec"
 version = "2025.5.0"
@@ -322,22 +448,6 @@ files = [
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-[[package]]
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-requires_python = ">=3.7"
-summary = "Google Authentication Library"
-groups = ["default"]
-dependencies = [
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-    "pyasn1-modules>=0.2.1",
-    "rsa<5,>=3.1.4",
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 version = "0.16.0"
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 ]
 
+[[package]]
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+version = "6.0.1"
+requires_python = ">=3.9.0"
+summary = "A Python utility / library to sort Python imports."
+groups = ["dev"]
+files = [
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+]
+
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 version = "3.1.6"
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-summary = "Kubernetes python client"
-groups = ["default"]
-dependencies = [
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-    "pyyaml>=5.4.1",
-    "requests",
-    "requests-oauthlib",
-    "six>=1.9.0",
-    "urllib3>=1.24.2",
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-
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 name = "llama-stack"
 version = "0.2.9"
@@ -535,23 +632,24 @@ requires_python = ">=3.10"
 summary = "Llama Stack"
 groups = ["default"]
 dependencies = [
-    "blobfile",
+    "aiohttp",
     "fire",
     "h11>=0.16.0",
     "httpx",
     "huggingface-hub",
     "jinja2>=3.1.6",
     "jsonschema",
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     "openai>=1.66",
     "pillow",
     "prompt-toolkit",
     "pydantic>=2",
     "python-dotenv",
+    "python-jose",
     "requests",
     "rich",
     "setuptools",
+    "starlette",
     "termcolor",
     "tiktoken",
 ]
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-
 [[package]]
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 version = "3.0.0"
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+[[package]]
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+version = "0.7.0"
+requires_python = ">=3.6"
+summary = "McCabe checker, plugin for flake8"
+groups = ["dev"]
+files = [
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+]
+
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -686,6 +751,54 @@ files = [
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+version = "6.4.4"
+requires_python = ">=3.9"
+summary = "multidict implementation"
+groups = ["default"]
+dependencies = [
+    "typing-extensions>=4.1.0; python_version < \"3.11\"",
+]
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+groups = ["dev"]
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+groups = ["default"]
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-version = "2.0.0"
-requires_python = ">=3.4"
-summary = "OAuthlib authentication support for Requests."
-groups = ["default"]
-dependencies = [
-    "oauthlib>=3.0.0",
-    "requests>=2.0.0",
-]
-files = [
-    {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"},
-    {file = "requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36"},
-]
-
 [[package]]
 name = "rich"
 version = "14.0.0"
@@ -1416,6 +1551,17 @@ files = [
     {file = "tiktoken-0.9.0.tar.gz", hash = "sha256:d02a5ca6a938e0490e1ff957bc48c8b078c88cb83977be1625b1fd8aac792c5d"},
 ]
 
+[[package]]
+name = "tomlkit"
+version = "0.13.2"
+requires_python = ">=3.8"
+summary = "Style preserving TOML library"
+groups = ["dev"]
+files = [
+    {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
+    {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
+]
+
 [[package]]
 name = "tqdm"
 version = "4.67.1"
@@ -1507,12 +1653,51 @@ files = [
 ]
 
 [[package]]
-name = "websocket-client"
-version = "1.8.0"
-requires_python = ">=3.8"
-summary = "WebSocket client for Python with low level API options"
+name = "yarl"
+version = "1.20.0"
+requires_python = ">=3.9"
+summary = "Yet another URL library"
 groups = ["default"]
-files = [
-    {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"},
-    {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"},
+dependencies = [
+    "idna>=2.0",
+    "multidict>=4.0",
+    "propcache>=0.2.1",
+]
+files = [
+    {file = "yarl-1.20.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:fdb5204d17cb32b2de2d1e21c7461cabfacf17f3645e4b9039f210c5d3378bf3"},
+    {file = "yarl-1.20.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:eaddd7804d8e77d67c28d154ae5fab203163bd0998769569861258e525039d2a"},
+    {file = "yarl-1.20.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:634b7ba6b4a85cf67e9df7c13a7fb2e44fa37b5d34501038d174a63eaac25ee2"},
+    {file = "yarl-1.20.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6d409e321e4addf7d97ee84162538c7258e53792eb7c6defd0c33647d754172e"},
+    {file = "yarl-1.20.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:ea52f7328a36960ba3231c6677380fa67811b414798a6e071c7085c57b6d20a9"},
+    {file = "yarl-1.20.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c8703517b924463994c344dcdf99a2d5ce9eca2b6882bb640aa555fb5efc706a"},
+    {file = "yarl-1.20.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:077989b09ffd2f48fb2d8f6a86c5fef02f63ffe6b1dd4824c76de7bb01e4f2e2"},
+    {file = "yarl-1.20.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0acfaf1da020253f3533526e8b7dd212838fdc4109959a2c53cafc6db611bff2"},
+    {file = "yarl-1.20.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b4230ac0b97ec5eeb91d96b324d66060a43fd0d2a9b603e3327ed65f084e41f8"},
+    {file = "yarl-1.20.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:0a6a1e6ae21cdd84011c24c78d7a126425148b24d437b5702328e4ba640a8902"},
+    {file = "yarl-1.20.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:86de313371ec04dd2531f30bc41a5a1a96f25a02823558ee0f2af0beaa7ca791"},
+    {file = "yarl-1.20.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:dd59c9dd58ae16eaa0f48c3d0cbe6be8ab4dc7247c3ff7db678edecbaf59327f"},
+    {file = "yarl-1.20.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:a0bc5e05f457b7c1994cc29e83b58f540b76234ba6b9648a4971ddc7f6aa52da"},
+    {file = "yarl-1.20.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:c9471ca18e6aeb0e03276b5e9b27b14a54c052d370a9c0c04a68cefbd1455eb4"},
+    {file = "yarl-1.20.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:40ed574b4df723583a26c04b298b283ff171bcc387bc34c2683235e2487a65a5"},
+    {file = "yarl-1.20.0-cp311-cp311-win32.whl", hash = "sha256:db243357c6c2bf3cd7e17080034ade668d54ce304d820c2a58514a4e51d0cfd6"},
+    {file = "yarl-1.20.0-cp311-cp311-win_amd64.whl", hash = "sha256:8c12cd754d9dbd14204c328915e23b0c361b88f3cffd124129955e60a4fbfcfb"},
+    {file = "yarl-1.20.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e06b9f6cdd772f9b665e5ba8161968e11e403774114420737f7884b5bd7bdf6f"},
+    {file = "yarl-1.20.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b9ae2fbe54d859b3ade40290f60fe40e7f969d83d482e84d2c31b9bff03e359e"},
+    {file = "yarl-1.20.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6d12b8945250d80c67688602c891237994d203d42427cb14e36d1a732eda480e"},
+    {file = "yarl-1.20.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:087e9731884621b162a3e06dc0d2d626e1542a617f65ba7cc7aeab279d55ad33"},
+    {file = "yarl-1.20.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:69df35468b66c1a6e6556248e6443ef0ec5f11a7a4428cf1f6281f1879220f58"},
+    {file = "yarl-1.20.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3b2992fe29002fd0d4cbaea9428b09af9b8686a9024c840b8a2b8f4ea4abc16f"},
+    {file = "yarl-1.20.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4c903e0b42aab48abfbac668b5a9d7b6938e721a6341751331bcd7553de2dcae"},
+    {file = "yarl-1.20.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bf099e2432131093cc611623e0b0bcc399b8cddd9a91eded8bfb50402ec35018"},
+    {file = "yarl-1.20.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8a7f62f5dc70a6c763bec9ebf922be52aa22863d9496a9a30124d65b489ea672"},
+    {file = "yarl-1.20.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:54ac15a8b60382b2bcefd9a289ee26dc0920cf59b05368c9b2b72450751c6eb8"},
+    {file = "yarl-1.20.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:25b3bc0763a7aca16a0f1b5e8ef0f23829df11fb539a1b70476dcab28bd83da7"},
+    {file = "yarl-1.20.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:b2586e36dc070fc8fad6270f93242124df68b379c3a251af534030a4a33ef594"},
+    {file = "yarl-1.20.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:866349da9d8c5290cfefb7fcc47721e94de3f315433613e01b435473be63daa6"},
+    {file = "yarl-1.20.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:33bb660b390a0554d41f8ebec5cd4475502d84104b27e9b42f5321c5192bfcd1"},
+    {file = "yarl-1.20.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:737e9f171e5a07031cbee5e9180f6ce21a6c599b9d4b2c24d35df20a52fabf4b"},
+    {file = "yarl-1.20.0-cp312-cp312-win32.whl", hash = "sha256:839de4c574169b6598d47ad61534e6981979ca2c820ccb77bf70f4311dd2cc64"},
+    {file = "yarl-1.20.0-cp312-cp312-win_amd64.whl", hash = "sha256:3d7dbbe44b443b0c4aa0971cb07dcb2c2060e4a9bf8d1301140a33a93c98e18c"},
+    {file = "yarl-1.20.0-py3-none-any.whl", hash = "sha256:5d0fe6af927a47a230f31e6004621fd0959eaa915fc62acfafa67ff7229a3124"},
+    {file = "yarl-1.20.0.tar.gz", hash = "sha256:686d51e51ee5dfe62dec86e4866ee0e9ed66df700d55c828a615640adc885307"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index 77de4c2a..4aa78d09 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,6 +24,7 @@ dev = [
     "pytest-cov>=5.0.0",
     "pytest-mock>=3.14.0",
     "pyright>=1.1.401",
+    "pylint>=3.3.7",
 ]
 
 [tool.pytest.ini_options]
diff --git a/src/app/endpoints/config.py b/src/app/endpoints/config.py
index a5c280cd..b8c8c7d8 100644
--- a/src/app/endpoints/config.py
+++ b/src/app/endpoints/config.py
@@ -21,6 +21,6 @@
 
 
 @router.get("/config", responses=get_config_responses)
-def config_endpoint_handler(request: Request) -> Configuration:
+def config_endpoint_handler(_request: Request) -> Configuration:
     """Handle requests to the /config endpoint."""
     return configuration.configuration
diff --git a/src/app/endpoints/info.py b/src/app/endpoints/info.py
index ac0a289d..25e299b4 100644
--- a/src/app/endpoints/info.py
+++ b/src/app/endpoints/info.py
@@ -21,6 +21,6 @@
 
 
 @router.get("/info", responses=get_into_responses)
-def info_endpoint_handler(request: Request) -> InfoResponse:
+def info_endpoint_handler(_request: Request) -> InfoResponse:
     """Handle request to the /info endpoint."""
     return InfoResponse(name="foo", version=__version__)
diff --git a/src/app/endpoints/models.py b/src/app/endpoints/models.py
index 4b4ed830..6f7a1934 100644
--- a/src/app/endpoints/models.py
+++ b/src/app/endpoints/models.py
@@ -40,7 +40,7 @@
 
 
 @router.get("/models", responses=models_responses)
-def models_endpoint_handler(request: Request) -> ModelsResponse:
+def models_endpoint_handler(_request: Request) -> ModelsResponse:
     """Handle requests to the /models endpoint."""
     llama_stack_config = configuration.llama_stack_configuration
     logger.info("LLama stack config: %s", llama_stack_config)
diff --git a/src/app/endpoints/query.py b/src/app/endpoints/query.py
index af3af3f8..8f7ccd1a 100644
--- a/src/app/endpoints/query.py
+++ b/src/app/endpoints/query.py
@@ -30,7 +30,7 @@
 
 @router.post("/query", responses=query_response)
 def query_endpoint_handler(
-    request: Request, query_request: QueryRequest
+    _request: Request, query_request: QueryRequest
 ) -> QueryResponse:
     """Handle request to the /query endpoint."""
     llama_stack_config = configuration.llama_stack_configuration
@@ -58,9 +58,9 @@ def select_model_id(client: LlamaStackClient, query_request: QueryRequest) -> st
                 for m in models
                 if m.model_type == "llm"  # pyright: ignore[reportAttributeAccessIssue]
             ).identifier
-            logger.info(f"Selected model: {model}")
+            logger.info("Selected model: %s", model)
             return model
-        except (StopIteration, AttributeError):
+        except (StopIteration, AttributeError) as e:
             message = "No LLM model found in available models"
             logger.error(message)
             raise HTTPException(
@@ -69,9 +69,9 @@ def select_model_id(client: LlamaStackClient, query_request: QueryRequest) -> st
                     "response": constants.UNABLE_TO_PROCESS_RESPONSE,
                     "cause": message,
                 },
-            )
+            ) from e
 
-    logger.info(f"Searching for model: {model_id}, provider: {provider_id}")
+    logger.info("Searching for model: %s, provider: %s", model_id, provider_id)
     if not any(
         m.identifier == model_id and m.provider_id == provider_id for m in models
     ):
@@ -96,7 +96,7 @@ def retrieve_response(
     if not available_shields:
         logger.info("No available shields. Disabling safety")
     else:
-        logger.info(f"Available shields found: {available_shields}")
+        logger.info("Available shields found: %s", available_shields)
 
     # use system prompt from request or default one
     system_prompt = (
@@ -104,7 +104,7 @@ def retrieve_response(
         if query_request.system_prompt
         else constants.DEFAULT_SYSTEM_PROMPT
     )
-    logger.debug(f"Using system prompt: {system_prompt}")
+    logger.debug("Using system prompt: %s", system_prompt)
 
     # TODO(lucasagomes): redact attachments content before sending to LLM
     # if attachments are provided, validate them
@@ -119,7 +119,7 @@ def retrieve_response(
         tools=[],
     )
     session_id = agent.create_session("chat_session")
-    logger.debug(f"Session ID: {session_id}")
+    logger.debug("Session ID: %s", session_id)
     response = agent.create_turn(
         messages=[UserMessage(role="user", content=query_request.query)],
         session_id=session_id,
diff --git a/src/app/endpoints/root.py b/src/app/endpoints/root.py
index a8852531..547fc13e 100644
--- a/src/app/endpoints/root.py
+++ b/src/app/endpoints/root.py
@@ -10,7 +10,7 @@
 router = APIRouter(tags=["root"])
 
 
-index_page = """
+INDEX_PAGE = """
 <html>
     <head>
         <title>Lightspeed core service</title>
@@ -26,7 +26,7 @@
 
 
 @router.get("/", response_class=HTMLResponse)
-def root_endpoint_handler(request: Request) -> HTMLResponse:
+def root_endpoint_handler(_request: Request) -> HTMLResponse:
     """Handle request to the / endpoint."""
     logger.info("Serving index page")
-    return HTMLResponse(index_page)
+    return HTMLResponse(INDEX_PAGE)
diff --git a/src/client.py b/src/client.py
index 4e620a71..673430a9 100644
--- a/src/client.py
+++ b/src/client.py
@@ -23,9 +23,9 @@ def get_llama_stack_client(
             return client
         msg = "Configuration problem: library_client_config_path option is not set"
         logger.error(msg)
-        raise Exception(msg)
-    else:
-        logger.info("Using Llama stack running as a service")
-        return LlamaStackClient(
-            base_url=llama_stack_config.url, api_key=llama_stack_config.api_key
-        )
+        # tisnik: use custom exception there - with cause etc.
+        raise Exception(msg)  # pylint: disable=broad-exception-raised
+    logger.info("Using Llama stack running as a service")
+    return LlamaStackClient(
+        base_url=llama_stack_config.url, api_key=llama_stack_config.api_key
+    )
diff --git a/src/configuration.py b/src/configuration.py
index 1f65aad2..b8475a4e 100644
--- a/src/configuration.py
+++ b/src/configuration.py
@@ -1,9 +1,9 @@
 """Configuration loader."""
 
-import yaml
-
 import logging
 from typing import Any, Optional
+
+import yaml
 from models.config import Configuration, LLamaStackConfiguration
 
 logger = logging.getLogger(__name__)
diff --git a/src/lightspeed-stack.py b/src/lightspeed_stack.py
similarity index 92%
rename from src/lightspeed-stack.py
rename to src/lightspeed_stack.py
index 9cd8c7b7..ca793690 100644
--- a/src/lightspeed-stack.py
+++ b/src/lightspeed_stack.py
@@ -3,11 +3,12 @@
 from argparse import ArgumentParser
 import logging
 
+from rich.logging import RichHandler
+
 from runners.uvicorn import start_uvicorn
 from models.config import Configuration
 from configuration import configuration
 
-from rich.logging import RichHandler
 
 FORMAT = "%(message)s"
 logging.basicConfig(
@@ -39,10 +40,10 @@ def create_argument_parser() -> ArgumentParser:
     return parser
 
 
-def dump_configuration(configuration: Configuration) -> None:
+def dump_configuration(service_configuration: Configuration) -> None:
     """Dump actual configuration into JSON file."""
     with open("configuration.json", "w", encoding="utf-8") as fout:
-        fout.write(configuration.model_dump_json(indent=4))
+        fout.write(service_configuration.model_dump_json(indent=4))
 
 
 def main() -> None:
diff --git a/src/models/config.py b/src/models/config.py
index 00a672c7..fe36e46a 100644
--- a/src/models/config.py
+++ b/src/models/config.py
@@ -1,8 +1,9 @@
 """Model with service configuration."""
 
+from typing import Optional
+
 from pydantic import BaseModel, model_validator
 
-from typing import Optional
 from typing_extensions import Self
 
 
@@ -52,8 +53,9 @@ def check_llama_stack_model(self) -> Self:
             self.use_as_library_client = False
         if self.use_as_library_client:
             if self.library_client_config_path is None:
+                # pylint: disable=line-too-long
                 raise ValueError(
-                    "LLama stack library client mode is enabled but a configuration file path is not specified"
+                    "LLama stack library client mode is enabled but a configuration file path is not specified"  # noqa: C0301
                 )
         return self
 
diff --git a/src/models/requests.py b/src/models/requests.py
index a3c78d2a..811efafb 100644
--- a/src/models/requests.py
+++ b/src/models/requests.py
@@ -1,8 +1,10 @@
 """Model for service requests."""
 
+from typing import Optional, Self
+
 from pydantic import BaseModel, model_validator
+
 from llama_stack_client.types.agents.turn_create_params import Document
-from typing import Optional, Self
 
 
 class Attachment(BaseModel):
@@ -117,7 +119,7 @@ def get_documents(self) -> list[Document]:
             return []
         return [
             Document(content=att.content, mime_type=att.content_type)
-            for att in self.attachments
+            for att in self.attachments  # pylint: disable=not-an-iterable
         ]
 
     @model_validator(mode="after")
diff --git a/src/models/responses.py b/src/models/responses.py
index f34d417a..bec6288e 100644
--- a/src/models/responses.py
+++ b/src/models/responses.py
@@ -1,8 +1,9 @@
 """Models for service responses."""
 
-from pydantic import BaseModel
 from typing import Any, Optional
 
+from pydantic import BaseModel
+
 
 class ModelsResponse(BaseModel):
     """Model representing a response to models request."""