diff --git a/metadata.yaml b/metadata.yaml
index 9a656b8..4222cf4 100755
--- a/metadata.yaml
+++ b/metadata.yaml
@@ -51,6 +51,8 @@ provides:
           - service
     versions: [v1]
     __schema_source: https://raw.githubusercontent.com/canonical/operator-schemas/master/object-storage.yaml
+  s3-credentials:
+    interface: s3
   metrics-endpoint:
     interface: prometheus_scrape
   grafana-dashboard:
diff --git a/poetry.lock b/poetry.lock
index 2f74c70..461a64b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,145 +1,144 @@
-# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.6.1"
+version = "2.6.2"
 description = "Happy Eyeballs for asyncio"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["charm", "integration"]
 files = [
-    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
-    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
+    {file = "aiohappyeyeballs-2.6.2-py3-none-any.whl", hash = "sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4"},
+    {file = "aiohappyeyeballs-2.6.2.tar.gz", hash = "sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64"},
 ]
 
 [[package]]
 name = "aiohttp"
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+version = "3.14.1"
 description = "Async http client/server framework (asyncio)"
 optional = false
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 ]
 
 [package.dependencies]
@@ -149,10 +148,11 @@ attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 propcache = ">=0.2.0"
+typing_extensions = {version = ">=4.4", markers = "python_version < \"3.13\""}
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-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\""]
+speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\" and sys_platform != \"android\" and sys_platform != \"ios\"", "aiodns (>=3.3.0) ; sys_platform != \"android\" and sys_platform != \"ios\"", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\" and sys_platform != \"android\" and sys_platform != \"ios\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
@@ -184,14 +184,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.12.1"
+version = "4.14.0"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["charm", "integration"]
 files = [
-    {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"},
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+    {file = "anyio-4.14.0-py3-none-any.whl", hash = "sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9"},
+    {file = "anyio-4.14.0.tar.gz", hash = "sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89"},
 ]
 
 [package.dependencies]
@@ -199,7 +199,7 @@ idna = ">=2.8"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-trio = ["trio (>=0.31.0) ; python_version < \"3.10\"", "trio (>=0.32.0) ; python_version >= \"3.10\""]
+trio = ["trio (>=0.32.0)"]
 
 [[package]]
 name = "asttokens"
@@ -219,14 +219,14 @@ test = ["astroid (>=2,<5)", "pytest (<9.0)", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "attrs"
-version = "25.4.0"
+version = "26.1.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.9"
 groups = ["charm", "integration"]
 files = [
-    {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
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+    {file = "attrs-26.1.0.tar.gz", hash = "sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32"},
 ]
 
 [[package]]
@@ -410,14 +410,14 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "certifi"
-version = "2026.1.4"
+version = "2026.5.20"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["charm", "integration"]
 files = [
-    {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"},
-    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
+    {file = "certifi-2026.5.20-py3-none-any.whl", hash = "sha256:3c52e209ba0a4ad7aebe60436a4ab349c39e1e602e8c134221e546902ad25897"},
+    {file = "certifi-2026.5.20.tar.gz", hash = "sha256:69dea482ab64caa7b9f6aba1c6bf48bb6a5448d1c0f1b17ab42ad8c763a5344d"},
 ]
 
 [[package]]
@@ -520,14 +520,14 @@ pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
 
 [[package]]
 name = "charmed-kubeflow-chisme"
-version = "0.4.24"
+version = "0.4.25"
 description = "A collection of helpers for Charms maintained by the Charmed Kubeflow team"
 optional = false
 python-versions = ">=3.6"
 groups = ["charm", "integration"]
 files = [
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-    {file = "charmed_kubeflow_chisme-0.4.24.tar.gz", hash = "sha256:390ab912eeae5f7f37dc227d46f25672933f0b70710706d47497f0c86bbd9183"},
+    {file = "charmed_kubeflow_chisme-0.4.25-py3-none-any.whl", hash = "sha256:573617c273b46727a29307280c917f681290349b7f374e6139a396d67abcc06c"},
+    {file = "charmed_kubeflow_chisme-0.4.25.tar.gz", hash = "sha256:b93a7a725486bb19126930fbb4fdd8784632d6bb81415af87574e4e47f070fa6"},
 ]
 
 [package.dependencies]
@@ -569,137 +569,153 @@ dev = ["codespell", "coverage[toml]", "pyright", "pytest", "ruff"]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.4"
+version = "3.4.7"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["charm", "integration"]
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 [[package]]
 name = "click"
-version = "8.3.1"
+version = "8.4.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["fmt", "lint", "unit"]
 files = [
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 ]
 
 [package.dependencies]
@@ -707,14 +723,14 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "codespell"
-version = "2.4.1"
+version = "2.4.2"
 description = "Fix common misspellings in text files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["lint"]
 files = [
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 ]
 
 [package.extras]
@@ -758,104 +774,118 @@ typing-extensions = "*"
 
 [[package]]
 name = "coverage"
-version = "7.13.2"
+version = "7.14.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["unit"]
 files = [
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 [package.extras]
@@ -863,86 +893,76 @@ toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
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 optional = false
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 ]
 
 [package.dependencies]
-cffi = {version = ">=2.0.0", markers = "python_full_version >= \"3.9.0\" and platform_python_implementation != \"PyPy\""}
+cffi = {version = ">=2.0.0", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs", "sphinx-rtd-theme (>=3.0.0)"]
-docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
-nox = ["nox[uv] (>=2024.4.15)"]
-pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.14)", "ruff (>=0.11.11)"]
-sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi (>=2024)", "cryptography-vectors (==46.0.4)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
-test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "decorator"
-version = "5.2.1"
+version = "5.3.1"
 description = "Decorators for Humans"
 optional = false
 python-versions = ">=3.8"
 groups = ["integration"]
 files = [
-    {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"},
-    {file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"},
+    {file = "decorator-5.3.1-py3-none-any.whl", hash = "sha256:f47fe6fdbd2edd623ecfe36875d37aba411624e2670dd395dddae1358689bb3c"},
+    {file = "decorator-5.3.1.tar.gz", hash = "sha256:4cbcdd55a6efadb9dbea26b858f4fb3264567b52d69ca0d25b721b553f60ea82"},
 ]
 
 [[package]]
@@ -1170,30 +1190,30 @@ files = [
 
 [[package]]
 name = "google-auth"
-version = "2.48.0"
+version = "2.55.0"
 description = "Google Authentication Library"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["charm", "integration"]
 files = [
-    {file = "google_auth-2.48.0-py3-none-any.whl", hash = "sha256:2e2a537873d449434252a9632c28bfc268b0adb1e53f9fb62afc5333a975903f"},
-    {file = "google_auth-2.48.0.tar.gz", hash = "sha256:4f7e706b0cd3208a3d940a19a822c37a476ddba5450156c3e6624a71f7c841ce"},
+    {file = "google_auth-2.55.0-py3-none-any.whl", hash = "sha256:a17cef9dedf98c4ebae2fb0c48c8f75952c877cbc2efe09f329ef16c2783d88a"},
+    {file = "google_auth-2.55.0.tar.gz", hash = "sha256:fcd3a130f575fa36403d38774af1c64a4fbfbca09215f0589d2372b5119697cb"},
 ]
 
 [package.dependencies]
 cryptography = ">=38.0.3"
 pyasn1-modules = ">=0.2.1"
-rsa = ">=3.1.4,<5"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
+aiohttp = ["aiohttp (>=3.8.0,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
 cryptography = ["cryptography (>=38.0.3)"]
 enterprise-cert = ["pyopenssl"]
 pyjwt = ["pyjwt (>=2.0)"]
 pyopenssl = ["pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0)"]
-testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "flask", "freezegun", "grpcio", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+rsa = ["rsa (>=3.1.4,<5)"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.8.0,<4.0.0)", "aioresponses", "flask", "freezegun", "grpcio", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
 urllib3 = ["packaging", "urllib3"]
 
 [[package]]
@@ -1276,42 +1296,42 @@ parser = ["pyhcl (>=0.4.4,<0.5.0)"]
 
 [[package]]
 name = "idna"
-version = "3.11"
+version = "3.18"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["charm", "integration"]
 files = [
-    {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"},
-    {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"},
+    {file = "idna-3.18-py3-none-any.whl", hash = "sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2"},
+    {file = "idna-3.18.tar.gz", hash = "sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848"},
 ]
 
 [package.extras]
-all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+all = ["mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
 [[package]]
 name = "importlib-metadata"
-version = "8.7.1"
+version = "9.0.0"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["charm", "integration", "unit"]
 files = [
-    {file = "importlib_metadata-8.7.1-py3-none-any.whl", hash = "sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151"},
-    {file = "importlib_metadata-8.7.1.tar.gz", hash = "sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb"},
+    {file = "importlib_metadata-9.0.0-py3-none-any.whl", hash = "sha256:2d21d1cc5a017bd0559e36150c21c830ab1dc304dedd1b7ea85d20f45ef3edd7"},
+    {file = "importlib_metadata-9.0.0.tar.gz", hash = "sha256:a4f57ab599e6a2e3016d7595cfd72eb4661a5106e787a95bcc90c7105b831efc"},
 ]
 
 [package.dependencies]
 zipp = ">=3.20"
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+check = ["pytest-checkdocs (>=2.14)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=3.4)"]
 perf = ["ipython"]
-test = ["flufl.flake8", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
-type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"]
+test = ["packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy (>=1.0.1) ; platform_python_implementation != \"PyPy\""]
 
 [[package]]
 name = "iniconfig"
@@ -1327,14 +1347,14 @@ files = [
 
 [[package]]
 name = "invoke"
-version = "2.2.1"
+version = "3.0.3"
 description = "Pythonic task execution"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 groups = ["charm", "integration"]
 files = [
-    {file = "invoke-2.2.1-py3-none-any.whl", hash = "sha256:2413bc441b376e5cd3f55bb5d364f973ad8bdd7bf87e53c79de3c11bf3feecc8"},
-    {file = "invoke-2.2.1.tar.gz", hash = "sha256:515bf49b4a48932b79b024590348da22f39c4942dff991ad1fb8b8baea1be707"},
+    {file = "invoke-3.0.3-py3-none-any.whl", hash = "sha256:f11327165e5cbb89b2ad1d88d3292b5113332c43b8553b494da435d6ec6f5053"},
+    {file = "invoke-3.0.3.tar.gz", hash = "sha256:437b6a622223824380bfb4e64f612711a6b648c795f565efc8625af66fb57f0c"},
 ]
 
 [[package]]
@@ -1355,35 +1375,36 @@ ipython = {version = ">=7.31.1", markers = "python_version >= \"3.11\""}
 
 [[package]]
 name = "ipython"
-version = "9.9.0"
+version = "9.14.1"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.11"
 groups = ["integration"]
 files = [
-    {file = "ipython-9.9.0-py3-none-any.whl", hash = "sha256:b457fe9165df2b84e8ec909a97abcf2ed88f565970efba16b1f7229c283d252b"},
-    {file = "ipython-9.9.0.tar.gz", hash = "sha256:48fbed1b2de5e2c7177eefa144aba7fcb82dac514f09b57e2ac9da34ddb54220"},
+    {file = "ipython-9.14.1-py3-none-any.whl", hash = "sha256:5d4a9ecaa3b10e6e5f269dd0948bdb58ca9cb851899cd23e07c320d3eb11613c"},
+    {file = "ipython-9.14.1.tar.gz", hash = "sha256:f913bf74df06d458e46ced84ca506c23797590d594b236fe60b14df213291e7b"},
 ]
 
 [package.dependencies]
 colorama = {version = ">=0.4.4", markers = "sys_platform == \"win32\""}
-decorator = ">=4.3.2"
+decorator = ">=5.1.0"
 ipython-pygments-lexers = ">=1.0.0"
-jedi = ">=0.18.1"
-matplotlib-inline = ">=0.1.5"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
+jedi = ">=0.18.2"
+matplotlib-inline = ">=0.1.6"
+pexpect = {version = ">4.6", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
 prompt_toolkit = ">=3.0.41,<3.1.0"
-pygments = ">=2.11.0"
+psutil = {version = ">=7", markers = "sys_platform != \"emscripten\""}
+pygments = ">=2.14.0"
 stack_data = ">=0.6.0"
 traitlets = ">=5.13.0"
 
 [package.extras]
-all = ["argcomplete (>=3.0)", "ipython[doc,matplotlib,terminal,test,test-extra]"]
+all = ["argcomplete (>=3.0)", "ipython[doc,matplotlib,terminal,test,test-extra]", "types-decorator"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[matplotlib,test]", "setuptools (>=70.0)", "sphinx (>=8.0)", "sphinx-rtd-theme (>=0.1.8)", "sphinx_toml (==0.0.4)", "typing_extensions"]
+doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[matplotlib,test]", "setuptools (>=80.0)", "sphinx (>=8.0)", "sphinx-rtd-theme (>=0.1.8)", "sphinx_toml (==0.0.4)", "typing_extensions"]
 matplotlib = ["matplotlib (>3.9)"]
-test = ["packaging (>=20.1.0)", "pytest (>=7.0.0)", "pytest-asyncio (>=1.0.0)", "setuptools (>=61.2)", "testpath (>=0.2)"]
-test-extra = ["curio", "ipykernel (>6.30)", "ipython[matplotlib]", "ipython[test]", "jupyter_ai", "nbclient", "nbformat", "numpy (>=1.27)", "pandas (>2.1)", "trio (>=0.1.0)"]
+test = ["packaging (>=23.0.0)", "pytest (>=7.0.0)", "pytest-asyncio (>=1.0.0)", "setuptools (>=80.0)", "testpath (>=0.2)"]
+test-extra = ["curio", "ipykernel (>6.30)", "ipython[matplotlib]", "ipython[test]", "jupyter_ai", "nbclient", "nbformat", "numpy (>=2.0)", "pandas (>2.1)", "trio (>=0.22.0)"]
 
 [[package]]
 name = "ipython-pygments-lexers"
@@ -1417,23 +1438,22 @@ colors = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "jedi"
-version = "0.19.2"
+version = "0.20.0"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.10"
 groups = ["integration"]
 files = [
-    {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"},
-    {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
+    {file = "jedi-0.20.0-py2.py3-none-any.whl", hash = "sha256:7bdd9c2634f56713299976f4cbd59cb3fa92165cc5e05ea811fb253480728b67"},
+    {file = "jedi-0.20.0.tar.gz", hash = "sha256:c3f4ccbd276696f4b19c54618d4fb18f9fc24b0aef02acf704b23f487daa1011"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.4,<0.9.0"
+parso = ">=0.8.6,<0.9.0"
 
 [package.extras]
-docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
-testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
+dev = ["Django", "attrs", "colorama", "docopt", "flake8 (==7.1.2)", "pytest (<9.0.0)", "types-setuptools (==80.9.0.20250529)", "typing-extensions", "zuban (==0.7.0)"]
+docs = ["Jinja2 (==3.1.6)", "MarkupSafe (==3.0.3)", "Pygments (==2.20.0)", "Sphinx (==9.1.0)", "alabaster (==1.0.0)", "babel (==2.18.0)", "certifi (==2026.4.22)", "charset-normalizer (==3.4.7)", "docutils (==0.22.4)", "idna (==3.13)", "imagesize (==2.0.0)", "iniconfig (==2.3.0)", "packaging (==26.2)", "pluggy (==1.6.0)", "pytest (==9.0.3)", "requests (==2.33.1)", "roman-numerals (==4.1.0)", "snowballstemmer (==3.0.1)", "sphinx-rtd-theme (==3.1.0)", "sphinxcontrib-applehelp (==2.0.0)", "sphinxcontrib-devhelp (==2.0.0)", "sphinxcontrib-htmlhelp (==2.1.0)", "sphinxcontrib-jquery (==4.1)", "sphinxcontrib-jsmath (==1.0.1)", "sphinxcontrib-qthelp (==2.0.0)", "sphinxcontrib-serializinghtml (==2.0.0)", "urllib3 (==2.6.3)"]
 
 [[package]]
 name = "jinja2"
@@ -1699,21 +1719,21 @@ files = [
 
 [[package]]
 name = "matplotlib-inline"
-version = "0.2.1"
+version = "0.2.2"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
 python-versions = ">=3.9"
 groups = ["integration"]
 files = [
-    {file = "matplotlib_inline-0.2.1-py3-none-any.whl", hash = "sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76"},
-    {file = "matplotlib_inline-0.2.1.tar.gz", hash = "sha256:e1ee949c340d771fc39e241ea75683deb94762c8fa5f2927ec57c83c4dffa9fe"},
+    {file = "matplotlib_inline-0.2.2-py3-none-any.whl", hash = "sha256:3c821cf1c209f59fb2d2d64abbf5b23b67bcb2210d663f9918dd851c6da1fcf6"},
+    {file = "matplotlib_inline-0.2.2.tar.gz", hash = "sha256:72f3fe8fce36b70d4a5b612f899090cd0401deddc4ea90e1572b9f4bfb058c79"},
 ]
 
 [package.dependencies]
 traitlets = "*"
 
 [package.extras]
-test = ["flake8", "nbdime", "nbval", "notebook", "pytest"]
+test = ["flake8", "matplotlib", "nbdime", "nbval", "notebook", "pytest"]
 
 [[package]]
 name = "mccabe"
@@ -1912,32 +1932,46 @@ rsa = ["cryptography (>=3.0.0)"]
 signals = ["blinker (>=1.4.0)"]
 signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
+[[package]]
+name = "object-storage-charmlib"
+version = "1.0.0"
+description = "Common charm lib for providers and requirers of object storage relation interfaces"
+optional = false
+python-versions = ">=3.8"
+groups = ["charm"]
+files = [
+    {file = "object_storage_charmlib-1.0.0-py3-none-any.whl", hash = "sha256:17e95686ddeac3dd83dc6f9276d75f967fdd84b5658e3660d6ef1fe72b3ad56e"},
+    {file = "object_storage_charmlib-1.0.0.tar.gz", hash = "sha256:7bb853f9d1d14273e8bc603964e8582b93ea635aff0619612f7c8b6bce6da900"},
+]
+
+[package.dependencies]
+ops = ">=2.0.0"
+
 [[package]]
 name = "opentelemetry-api"
-version = "1.39.1"
+version = "1.42.1"
 description = "OpenTelemetry Python API"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["charm", "integration", "unit"]
 files = [
-    {file = "opentelemetry_api-1.39.1-py3-none-any.whl", hash = "sha256:2edd8463432a7f8443edce90972169b195e7d6a05500cd29e6d13898187c9950"},
-    {file = "opentelemetry_api-1.39.1.tar.gz", hash = "sha256:fbde8c80e1b937a2c61f20347e91c0c18a1940cecf012d62e65a7caf08967c9c"},
+    {file = "opentelemetry_api-1.42.1-py3-none-any.whl", hash = "sha256:51a69edacadbc03a8950ace1c4c21099cacc538820ac2c9e36277e78cebba714"},
+    {file = "opentelemetry_api-1.42.1.tar.gz", hash = "sha256:56c63bea9f77b62856be8c47600474acad853b2924b99b1687c4cb6297166716"},
 ]
 
 [package.dependencies]
-importlib-metadata = ">=6.0,<8.8.0"
 typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "ops"
-version = "2.23.1"
+version = "2.23.2"
 description = "The Python library behind great charms"
 optional = false
 python-versions = ">=3.8"
 groups = ["charm", "integration", "unit"]
 files = [
-    {file = "ops-2.23.1-py3-none-any.whl", hash = "sha256:fdf58163beafd25180c12a4c7efaf1e76e5f8710508a97840c07055bb78b0c77"},
-    {file = "ops-2.23.1.tar.gz", hash = "sha256:aecacd67ef7ca913f63f397e0330bfa93d70529a3ef71ed2d99e2bc232564ae3"},
+    {file = "ops-2.23.2-py3-none-any.whl", hash = "sha256:9cab0c6bc46eeff2e96777128200c3ef872b55641b12f07dc4fd6fe3103954be"},
+    {file = "ops-2.23.2.tar.gz", hash = "sha256:a69b0c5bc65ebd91720fc96459e81b969df851f3a6c9c855ee73de7004205987"},
 ]
 
 [package.dependencies]
@@ -1947,23 +1981,23 @@ PyYAML = "==6.*"
 websocket-client = "==1.*"
 
 [package.extras]
-testing = ["ops-scenario (==7.23.1)"]
-tracing = ["ops-tracing (==2.23.1)"]
+testing = ["ops-scenario (==7.23.2)"]
+tracing = ["ops-tracing (==2.23.2)"]
 
 [[package]]
 name = "ops-scenario"
-version = "7.23.1"
+version = "7.23.2"
 description = "Python library providing a state-transition testing API for Operator Framework charms."
 optional = false
 python-versions = ">=3.8"
 groups = ["unit"]
 files = [
-    {file = "ops_scenario-7.23.1-py3-none-any.whl", hash = "sha256:fe56f4cd19fb003285505b2fe22bc5c5beda77e06496bd0ed833456b55008324"},
-    {file = "ops_scenario-7.23.1.tar.gz", hash = "sha256:ae71a9a27c953b65d621495008f9f785aff28543810660063541d0b2990b2101"},
+    {file = "ops_scenario-7.23.2-py3-none-any.whl", hash = "sha256:024b638e0ea94e8f2e3c642d4f96031b0c7ac4f39117b97107dc9a09503651b4"},
+    {file = "ops_scenario-7.23.2.tar.gz", hash = "sha256:327dda8b3c871ccf16246ed4f8c7e093526af42093549976596cede58cbc8488"},
 ]
 
 [package.dependencies]
-ops = "2.23.1"
+ops = "2.23.2"
 PyYAML = ">=6.0.1"
 
 [[package]]
@@ -1983,14 +2017,14 @@ dev = ["black", "mypy", "pytest"]
 
 [[package]]
 name = "owasp-logger"
-version = "0.1.4"
+version = "0.1.6"
 description = "OWASP-compliant structured security event logger for Python applications."
 optional = false
 python-versions = ">=3.8"
 groups = ["charm"]
 files = [
-    {file = "owasp_logger-0.1.4-py3-none-any.whl", hash = "sha256:9b1b53f8b08d2933244a969fb3f56b5029713d5e46b3422e978d111dfc2f0ff8"},
-    {file = "owasp_logger-0.1.4.tar.gz", hash = "sha256:8ce5228ffa0665369677090913d72db2bd1481078e2261e6a4432be4516c6b06"},
+    {file = "owasp_logger-0.1.6-py3-none-any.whl", hash = "sha256:8ed80527f6f6c4cc86a72ec1ef399ed7ae1eca3f491b471abd1d308fa5f74129"},
+    {file = "owasp_logger-0.1.6.tar.gz", hash = "sha256:0e9d9f2f49da149babf5dcfad65eb13ab5b7f780b3228fca2856401f39ed979d"},
 ]
 
 [package.extras]
@@ -1998,26 +2032,26 @@ otel = ["opentelemetry-api", "opentelemetry-instrumentation", "opentelemetry-sdk
 
 [[package]]
 name = "packaging"
-version = "26.0"
+version = "26.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 groups = ["charm", "fmt", "integration", "lint", "unit"]
 files = [
-    {file = "packaging-26.0-py3-none-any.whl", hash = "sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529"},
-    {file = "packaging-26.0.tar.gz", hash = "sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4"},
+    {file = "packaging-26.2-py3-none-any.whl", hash = "sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e"},
+    {file = "packaging-26.2.tar.gz", hash = "sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661"},
 ]
 
 [[package]]
 name = "paramiko"
-version = "4.0.0"
+version = "5.0.0"
 description = "SSH2 protocol library"
 optional = false
 python-versions = ">=3.9"
 groups = ["charm", "integration"]
 files = [
-    {file = "paramiko-4.0.0-py3-none-any.whl", hash = "sha256:0e20e00ac666503bf0b4eda3b6d833465a2b7aff2e2b3d79a8bba5ef144ee3b9"},
-    {file = "paramiko-4.0.0.tar.gz", hash = "sha256:6a25f07b380cc9c9a88d2b920ad37167ac4667f8d9886ccebd8f90f654b5d69f"},
+    {file = "paramiko-5.0.0-py3-none-any.whl", hash = "sha256:b7044611c30140d9a75261653210e2002977b71a0497ff3ba0d98d7edbf62f7c"},
+    {file = "paramiko-5.0.0.tar.gz", hash = "sha256:36763b5b95c2a0dcfdf1abc48e48156ee425b21efe2f0e787c2dd5a95c0e5e79"},
 ]
 
 [package.dependencies]
@@ -2026,42 +2060,38 @@ cryptography = ">=3.3"
 invoke = ">=2.0"
 pynacl = ">=1.5"
 
-[package.extras]
-gssapi = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""]
-
 [[package]]
 name = "parso"
-version = "0.8.5"
+version = "0.8.7"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
 groups = ["integration"]
 files = [
-    {file = "parso-0.8.5-py2.py3-none-any.whl", hash = "sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887"},
-    {file = "parso-0.8.5.tar.gz", hash = "sha256:034d7354a9a018bdce352f48b2a8a450f05e9d6ee85db84764e9b6bd96dafe5a"},
+    {file = "parso-0.8.7-py2.py3-none-any.whl", hash = "sha256:a8926eb2a1b915486941fdbd31e86a4baf88fe8c210f25f2f35ecec5b574ca1c"},
+    {file = "parso-0.8.7.tar.gz", hash = "sha256:eaaac4c9fdd5e9e8852dc778d2d7405897ec510f2a298071453e5e3a07914bb1"},
 ]
 
 [package.extras]
-qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+qa = ["flake8 (==5.0.4)", "types-setuptools (==67.2.0.1)", "zuban (==0.5.1)"]
 testing = ["docopt", "pytest"]
 
 [[package]]
 name = "pathspec"
-version = "1.0.4"
+version = "1.1.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.9"
 groups = ["fmt", "lint"]
 files = [
-    {file = "pathspec-1.0.4-py3-none-any.whl", hash = "sha256:fb6ae2fd4e7c921a165808a552060e722767cfa526f99ca5156ed2ce45a5c723"},
-    {file = "pathspec-1.0.4.tar.gz", hash = "sha256:0210e2ae8a21a9137c0d470578cb0e595af87edaa6ebf12ff176f14a02e0e645"},
+    {file = "pathspec-1.1.1-py3-none-any.whl", hash = "sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189"},
+    {file = "pathspec-1.1.1.tar.gz", hash = "sha256:17db5ecd524104a120e173814c90367a96a98d07c45b2e10c2f3919fff91bf5a"},
 ]
 
 [package.extras]
 hyperscan = ["hyperscan (>=0.7)"]
 optional = ["typing-extensions (>=4)"]
 re2 = ["google-re2 (>=1.1)"]
-tests = ["pytest (>=9)", "typing-extensions (>=4.15)"]
 
 [[package]]
 name = "pep8-naming"
@@ -2096,21 +2126,16 @@ ptyprocess = ">=0.5"
 
 [[package]]
 name = "platformdirs"
-version = "4.5.1"
+version = "4.10.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
 groups = ["fmt", "lint"]
 files = [
-    {file = "platformdirs-4.5.1-py3-none-any.whl", hash = "sha256:d03afa3963c806a9bed9d5125c8f4cb2fdaf74a55ab60e5d59b3fde758104d31"},
-    {file = "platformdirs-4.5.1.tar.gz", hash = "sha256:61d5cdcc6065745cdd94f0f878977f8de9437be93de97c1c12f853c9c0cdcbda"},
+    {file = "platformdirs-4.10.0-py3-none-any.whl", hash = "sha256:fb516cdb12eb0d857d0cd85a7c57cea4d060bee4578d6cf5a14dfdf8cbf8784a"},
+    {file = "platformdirs-4.10.0.tar.gz", hash = "sha256:31e761a6a0ca04faf7353ea759bdba55652be214725111e5aac52dfa29d4bef7"},
 ]
 
-[package.extras]
-docs = ["furo (>=2025.9.25)", "proselint (>=0.14)", "sphinx (>=8.2.3)", "sphinx-autodoc-typehints (>=3.2)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.4.2)", "pytest-cov (>=7)", "pytest-mock (>=3.15.1)"]
-type = ["mypy (>=1.18.2)"]
-
 [[package]]
 name = "pluggy"
 version = "1.6.0"
@@ -2144,156 +2169,189 @@ wcwidth = "*"
 
 [[package]]
 name = "propcache"
-version = "0.4.1"
+version = "0.5.2"
 description = "Accelerated property cache"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["charm", "integration"]
 files = [
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+
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 [package.dependencies]
@@ -2544,14 +2601,14 @@ files = [
 
 [[package]]
 name = "pygments"
-version = "2.19.2"
+version = "2.20.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
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 [package.extras]
@@ -2730,14 +2787,14 @@ testing = ["coverage (>=6.2)", "flaky (>=3.5.0)", "hypothesis (>=5.7.1)", "mypy
 
 [[package]]
 name = "pytest-interface-tester"
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 ]
 
 [package.dependencies]
@@ -2801,14 +2858,14 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
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+version = "2026.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
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 ]
 
 [[package]]
@@ -2896,25 +2953,25 @@ files = [
 
 [[package]]
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 description = "Python HTTP for Humans."
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 charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
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 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
-use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<8)"]
 
 [[package]]
 name = "requests-oauthlib"
@@ -2935,21 +2992,6 @@ requests = ">=2.0.0"
 [package.extras]
 rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
-[[package]]
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-
 [[package]]
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 version = "0.19.1"
@@ -2988,24 +3030,24 @@ requests = "*"
 
 [[package]]
 name = "setuptools"
-version = "80.10.2"
-description = "Easily download, build, install, upgrade, and uninstall Python packages"
+version = "82.0.1"
+description = "Most extensible Python build backend with support for C/C++ extension modules"
 optional = false
 python-versions = ">=3.9"
 groups = ["lint"]
 files = [
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 [[package]]
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 [[package]]
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 [[package]]
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 [package.dependencies]
@@ -3424,25 +3440,25 @@ propcache = ">=0.2.1"
 
 [[package]]
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+version = "4.1.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
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 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+check = ["pytest-checkdocs (>=2.14)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
+enabler = ["pytest-enabler (>=3.4)"]
 test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
+type = ["pytest-mypy (>=1.0.1) ; platform_python_implementation != \"PyPy\""]
 
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "50364e378c2986310bd93f3163c57afb9a1c4d846787e4caaa5af92ed2cbfd7d"
+content-hash = "c09eb3c9afac762e60d1d19a3fa27a94e9ca2fde6e8d795640d6040e0770d91a"
diff --git a/pyproject.toml b/pyproject.toml
index e4a9023..2cda266 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,6 +48,7 @@ optional = true
 [tool.poetry.group.charm.dependencies]
 charmed-kubeflow-chisme = "^0.4.11"
 cosl = "^0.0.50"
+object-storage-charmlib = "^1.0.0"
 ops = "^2.17.1"
 owasp-logger = "^0.1.2"
 charmed-service-mesh-helpers = "^0.5.0"
diff --git a/src/charm.py b/src/charm.py
index 6328fdd..384f448 100755
--- a/src/charm.py
+++ b/src/charm.py
@@ -22,6 +22,7 @@
 
 from components.owasp_logging import OWASPLoggerComponent
 from components.pebble_component import MinIOInputs, MinIOPebbleService
+from components.s3_provider_component import S3ProviderComponent, S3ProviderInputs
 from components.service_component import KubernetesServicePatchComponent
 from components.service_mesh_component import ServiceMeshComponent
 
@@ -114,6 +115,21 @@ def __init__(self, *args):
             depends_on=[self.leadership_gate, self.service_patcher, self.minio_container],
         )
 
+        self.s3_provider = self.charm_reconciler.add(
+            component=S3ProviderComponent(
+                charm=self,
+                name="relation:s3_credentials",
+                relation_name="s3-credentials",
+                is_optional=True,
+                inputs_getter=lambda: S3ProviderInputs(
+                    ENDPOINT=self._get_minio_endpoint(),
+                    ACCESS_KEY=str(self.model.config["access-key"]),
+                    SECRET_KEY=secret_key,
+                ),
+            ),
+            depends_on=[self.leadership_gate, self.service_patcher, self.minio_container],
+        )
+
         self.prometheus_provider = MetricsEndpointProvider(
             charm=self,
             jobs=[
@@ -140,6 +156,21 @@ def __init__(self, *args):
 
         self.charm_reconciler.install_default_event_handlers()
 
+    def _get_minio_endpoint(self) -> str:
+        """Build the in-cluster HTTP(S) URL for the MinIO service.
+
+        Returns:
+            str: Full endpoint URL, e.g. ``http://minio.my-model.svc.cluster.local:9000``
+        """
+        protocol = (
+            "https"
+            if self.model.config.get("ssl-cert") and self.model.config.get("ssl-key")
+            else "http"
+        )
+        host = f"{self.model.app.name}.{self.model.name}.svc.cluster.local"
+        port = self.model.config["port"]
+        return f"{protocol}://{host}:{port}"
+
     def _get_minio_args(self) -> List[str]:
         """
         Build command line arguments for MinIO based on configuration mode.
diff --git a/src/components/s3_provider_component.py b/src/components/s3_provider_component.py
new file mode 100644
index 0000000..88ccccd
--- /dev/null
+++ b/src/components/s3_provider_component.py
@@ -0,0 +1,105 @@
+# Copyright 2026 Canonical Ltd.
+# See LICENSE file for licensing details.
+"""Component for interacting with S3-compatible object storage via the s3 interface.
+
+This component uses the S3Provider interface, provided by the object-storage-charmlib library.
+See: https://github.com/canonical/object-storage-integrator/tree/main/s3
+"""
+
+import dataclasses
+import logging
+
+from charmed_kubeflow_chisme.components import Component
+from object_storage import (
+    PrematureDataAccessError,
+    S3Provider,
+    StorageConnectionInfoRequestedEvent,
+)
+from ops import ActiveStatus, BlockedStatus, StatusBase, WaitingStatus
+
+logger = logging.getLogger(__name__)
+
+
+@dataclasses.dataclass
+class S3ProviderInputs:
+    """Defines the required inputs for S3ProviderComponent."""
+
+    ENDPOINT: str
+    ACCESS_KEY: str
+    SECRET_KEY: str
+
+
+class S3ProviderComponent(Component):
+    """Component that manages an S3-compatible object storage relation.
+
+    Publishes endpoint and credentials to related requirers using the `s3` interface.
+    """
+
+    def __init__(
+        self,
+        *args,
+        relation_name: str,
+        is_optional: bool = False,
+        **kwargs,
+    ):
+        """Initialise the component.
+
+        Args:
+            relation_name: Name of the S3 relation endpoint.
+            is_optional: When True, the component is Active even if no relation is present.
+        """
+        super().__init__(*args, **kwargs)
+        self.relation_name = relation_name
+        self.is_optional = is_optional
+        self.s3_provider = S3Provider(
+            charm=self._charm,
+            relation_name=relation_name,
+        )
+        self._events_to_observe = [
+            self._charm.on[self.relation_name].relation_changed,
+            self._charm.on[self.relation_name].relation_broken,
+            self.s3_provider.on.storage_connection_info_requested,
+        ]
+
+    def _configure_unit(self, event):
+        """Execute everything this Component should do for every Unit."""
+        if not self._charm.unit.is_leader():
+            return
+
+        inputs: S3ProviderInputs = self._inputs_getter()
+        data = {
+            "endpoint": inputs.ENDPOINT,
+            "access-key": inputs.ACCESS_KEY,
+            "secret-key": inputs.SECRET_KEY,
+        }
+
+        if isinstance(event, StorageConnectionInfoRequestedEvent):
+            relation_ids = [event.relation.id]
+        else:
+            relation_ids = list(self.s3_provider.fetch_relation_data().keys())
+
+        for relation_id in relation_ids:
+            try:
+                self.s3_provider.set_storage_connection_info(relation_id=relation_id, data=data)
+            except PrematureDataAccessError:
+                logger.warning("Relation %s not yet initialised, skipping.", relation_id)
+
+    def get_status(self) -> StatusBase:
+        """Return the status of this component.
+
+        - Blocked: no relation present and component is not optional.
+        - Active: no relation present and component is optional.
+        - Waiting: relation is present but no requirer has initialised the protocol yet.
+        - Active: at least one relation is fully initialised.
+        """
+        relations = self._charm.model.relations[self.relation_name]
+
+        if not relations:
+            if self.is_optional:
+                return ActiveStatus()
+            return BlockedStatus(f"Please add the missing relation: {self.relation_name}")
+
+        if not any(self.s3_provider.is_protocol_ready(relation) for relation in relations):
+            return WaitingStatus(f"Waiting for {self.relation_name} relation to be initialised")
+
+        return ActiveStatus()
diff --git a/tests/integration/test_charm.py b/tests/integration/test_charm.py
index 4f65948..40a66c8 100644
--- a/tests/integration/test_charm.py
+++ b/tests/integration/test_charm.py
@@ -65,7 +65,7 @@ async def test_build_and_deploy(ops_test: OpsTest, request):
     )
 
 
-async def test_metrics_enpoint(ops_test: OpsTest):
+async def test_metrics_endpoint(ops_test: OpsTest):
     """Test metrics_endpoints are defined in relation data bag and their accessibility.
     This function gets all the metrics_endpoints from the relation data bag, checks if
     they are available from the grafana-agent-k8s charm and finally compares them with the
diff --git a/tests/integration/test_charm_ambient.py b/tests/integration/test_charm_ambient.py
index 29f1f03..885e1c3 100644
--- a/tests/integration/test_charm_ambient.py
+++ b/tests/integration/test_charm_ambient.py
@@ -73,7 +73,7 @@ async def test_build_and_deploy(ops_test: OpsTest, request):
     )
 
 
-async def test_metrics_enpoint(ops_test: OpsTest):
+async def test_metrics_endpoint(ops_test: OpsTest):
     """Test metrics_endpoints are defined in relation data bag and their accessibility.
     This function gets all the metrics_endpoints from the relation data bag, checks if
     they are available from the grafana-agent-k8s charm and finally compares them with the
diff --git a/tests/unit/test_charm.py b/tests/unit/test_charm.py
index 2f40b3a..c30173f 100644
--- a/tests/unit/test_charm.py
+++ b/tests/unit/test_charm.py
@@ -576,3 +576,79 @@ def test_service_mesh_get_status_error_handling(
             harness.charm.service_mesh.component.get_status()
 
         assert "Error validating raw policies" in str(exc_info.value)
+
+
+@pytest.mark.parametrize(
+    "ssl_config,expected_protocol",
+    [
+        ({}, "http"),
+        ({"ssl-cert": "test-cert"}, "http"),
+        ({"ssl-cert": "test-cert", "ssl-key": "test-key"}, "https"),
+    ],
+)
+def test_get_minio_endpoint(
+    ssl_config, expected_protocol, harness, mock_kubernetes_service_patched
+):
+    """Test that _get_minio_endpoint returns the correct URL based on SSL config."""
+    # Arrange
+    harness.set_leader(True)
+    harness.update_config(ssl_config)
+
+    # Act
+    harness.begin()
+
+    # Assert
+    endpoint = harness.charm._get_minio_endpoint()
+    assert endpoint == f"{expected_protocol}://minio.{MODEL_NAME}.svc.cluster.local:9000"
+
+
+def test_s3_credentials_relation(harness, mock_kubernetes_service_patched):
+    """Test that the s3-credentials relation is populated with the correct connection info."""
+    # Arrange
+    harness.set_leader(True)
+    harness.update_config({"secret-key": "test-secret-key"})
+
+    rel_id = harness.add_relation("s3-credentials", "requirer-app")
+    harness.add_relation_unit(rel_id, "requirer-app/0")
+    # Simulate the requirer writing its schema version to initiate the protocol, see:
+    # https://github.com/canonical/object-storage-integrator/blob/54e63ec0d524b9f52644e2beeb3db0494c3749fd/lib/README.md#versioning-and-compatibility
+    harness.update_relation_data(rel_id, "requirer-app", {"version": "1"})
+
+    # Act
+    harness.begin_with_initial_hooks()
+
+    # Assert
+    assert harness.charm.model.unit.status == ActiveStatus("")
+    data = harness.get_relation_data(rel_id, "minio")
+    assert data["endpoint"] == f"http://minio.{MODEL_NAME}.svc.cluster.local:9000"
+    assert data["access-key"] == "minio"
+    assert data["secret-key"] == "test-secret-key"
+
+
+def test_s3_credentials_relation_not_initialised(harness, mock_kubernetes_service_patched):
+    """Test that when the s3-credentials relation is present but the requirer has not yet
+    initialised the protocol, the component returns WaitingStatus and no data is written.
+
+    This also covers the PrematureDataAccessError path: _configure_unit should catch the
+    error, log a warning, and leave the relation databag empty.
+    """
+    # Arrange
+    harness.set_leader(True)
+
+    rel_id = harness.add_relation("s3-credentials", "requirer-app")
+    harness.add_relation_unit(rel_id, "requirer-app/0")
+    # Intentionally do NOT write {"version": "1"}, so is_protocol_ready() returns False
+    # and set_storage_connection_info raises PrematureDataAccessError.
+
+    # Act
+    harness.begin_with_initial_hooks()
+
+    # Assert: component status is Waiting, not Active
+    assert harness.charm.s3_provider.component.get_status() == WaitingStatus(
+        "Waiting for s3-credentials relation to be initialised"
+    )
+    # No connection info should have been written to the relation bag
+    data = harness.get_relation_data(rel_id, "minio")
+    assert "endpoint" not in data
+    assert "access-key" not in data
+    assert "secret-key" not in data