diff --git a/bindings/python/Pipfile b/bindings/python/Pipfile
deleted file mode 100644
index 85f12315e..000000000
--- a/bindings/python/Pipfile
+++ /dev/null
@@ -1,15 +0,0 @@
-[[source]]
-url = "https://pypi.org/simple"
-verify_ssl = true
-name = "pypi"
-
-[packages]
-databend-driver = {path = ".", editable = true}
-
-[dev-packages]
-maturin = "*"
-behave = "*"
-ruff = "*"
-
-[requires]
-python_version = "3.12"
diff --git a/bindings/python/Pipfile.lock b/bindings/python/Pipfile.lock
deleted file mode 100644
index fbb034384..000000000
--- a/bindings/python/Pipfile.lock
+++ /dev/null
@@ -1,103 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "f4bf1b937ddea6c07969baabf98a5a7e324ddd55b719522f72a5d2d827a67f6a"
-        },
-        "pipfile-spec": 6,
-        "requires": {
-            "python_version": "3.11"
-        },
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "databend-driver": {
-            "editable": true,
-            "markers": "python_version >= '3.7'",
-            "path": "."
-        }
-    },
-    "develop": {
-        "behave": {
-            "hashes": [
-                "sha256:b9662327aa53294c1351b0a9c369093ccec1d21026f050c3bd9b3e5cccf81a86",
-                "sha256:ebda1a6c9e5bfe95c5f9f0a2794e01c7098b3dde86c10a95d8621c5907ff6f1c"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==1.2.6"
-        },
-        "maturin": {
-            "hashes": [
-                "sha256:0b976116b7cfaafbc8c3f0acfaec6702520c49e86e48ea80e2c282b7f8118c1a",
-                "sha256:1b29bf8771f27d2e6b2685c82de952b5732ee79e5c0030ffd5dab5ccb99137a1",
-                "sha256:2e4c01370a5c10b6c4887bee66d3582bdb38c3805168c1393f072bd266da08d4",
-                "sha256:76e3270ff87b5484976d23e3d88475cd64acf41b54f561263f253d8fca0baab3",
-                "sha256:9cba3737cb92ce5c1bd82cbb9b1fde412b2aac8882ac38b8340980f5eb858d8c",
-                "sha256:a5c038ded82c7595d99e94a208aa8af2b5c94eef4c8fcf5ef6e841957e506201",
-                "sha256:b3a499ff5960e46115488e68011809ce99857864ce3a91cf5d0fff3adbd89e8c",
-                "sha256:d277adf9b27143627ba7be7ea254513d3e85008fb16a94638b56884a41b4e5a2",
-                "sha256:d6a314472e07b6bdfa4cdf97d24cda1defe008d36d4b75de2efd3383e7a2d7bf",
-                "sha256:e046ea2aed687991d58c42f6276dfcc0c037092934654f538b5877fd57dd3a9c",
-                "sha256:eb35dfe5994ad2c34d2874a73720847ecc2adb28f934e9a7cbcdb8826b240e60",
-                "sha256:f271f315fb78d2ff5fdf60f8d3ada2a04a66ac6fbd3cbb318c4eb4e9766449bc",
-                "sha256:faa0d099a8045afc9977284cb3a1c26e5ebc9a7f0fe4d53b7ee17f62fd279f4a"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==1.5.0"
-        },
-        "parse": {
-            "hashes": [
-                "sha256:09002ca350ad42e76629995f71f7b518670bcf93548bdde3684fd55d2be51975",
-                "sha256:76ddd5214255ae711db4c512be636151fbabaa948c6f30115aecc440422ca82c"
-            ],
-            "version": "==1.20.1"
-        },
-        "parse-type": {
-            "hashes": [
-                "sha256:06d39a8b70fde873eb2a131141a0e79bb34a432941fb3d66fad247abafc9766c",
-                "sha256:79b1f2497060d0928bc46016793f1fca1057c4aacdf15ef876aa48d75a73a355"
-            ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==0.6.2"
-        },
-        "ruff": {
-            "hashes": [
-                "sha256:0171aab5fecdc54383993389710a3d1227f2da124d76a2784a7098e818f92d61",
-                "sha256:0da458989ce0159555ef224d5b7c24d3d2e4bf4c300b85467b08c3261c6bc6a8",
-                "sha256:1eca7ff7a47043cf6ce5c7f45f603b09121a7cc047447744b029d1b719278eb5",
-                "sha256:2700a804d5336bcffe063fd789ca2c7b02b552d2e323a336700abb8ae9e6a3f8",
-                "sha256:352e95ead6964974b234e16ba8a66dad102ec7bf8ac064a23f95371d8b198aab",
-                "sha256:38671be06f57a2f8aba957d9f701ea889aa5736be806f18c0cd03d6ff0cbca8d",
-                "sha256:45817af234605525cdf6317005923bf532514e1ea3d9270acf61ca2440691376",
-                "sha256:5a6cbf216b69c7090f0fe4669501a27326c34e119068c1494f35aaf4cc683778",
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-                "sha256:8d6ab88c81c4040a817aa432484e838aaddf8bfd7ca70e4e615482757acb64f8",
-                "sha256:973a0e388b7bc2e9148c7f9be8b8c6ae7471b9be37e1cc732f8f44a6f6d7720d",
-                "sha256:b24c19e8598916d9c6f5a5437671f55ee93c212a2c4c569605dc3842b6820386",
-                "sha256:be90bcae57c24d9f9d023b12d627e958eb55f595428bafcb7fec0791ad25ddfc",
-                "sha256:cfa60d23269d6e2031129b053fdb4e5a7b0637fc6c9c0586737b962b2f834493",
-                "sha256:e7d3f6762217c1da954de24b4a1a70515630d29f71e268ec5000afe81377642d",
-                "sha256:f2831ec6a580a97f1ea82ea1eda0401c3cdf512cf2045fa3c85e8ef109e87de0",
-                "sha256:fd66469f1a18fdb9d32e22b79f486223052ddf057dc56dea0caaf1a47bdfaf4e"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==0.3.3"
-        },
-        "six": {
-            "hashes": [
-                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
-                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
-            ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==1.16.0"
-        }
-    }
-}
diff --git a/bindings/python/README.md b/bindings/python/README.md
index a312e8496..89cc2c617 100644
--- a/bindings/python/README.md
+++ b/bindings/python/README.md
@@ -238,7 +238,8 @@ make up
 
 ```shell
 cd bindings/python
-pipenv install --dev
-pipenv run maturin develop
-pipenv run behave tests/*
+uv sync
+source .venv/bin/activate
+maturin develop --uv
+behave tests/*
 ```
diff --git a/bindings/python/pyproject.toml b/bindings/python/pyproject.toml
index 342599536..e47159d38 100644
--- a/bindings/python/pyproject.toml
+++ b/bindings/python/pyproject.toml
@@ -14,11 +14,6 @@ name = "databend-driver"
 readme = "README.md"
 requires-python = ">=3.7, < 3.14"
 
-[project.optional-dependencies]
-docs = ["pdoc"]
-test = ["behave"]
-lint = ["ruff"]
-
 [project.urls]
 Repository = "https://github.com/databendlabs/bendsql"
 
@@ -26,3 +21,10 @@ Repository = "https://github.com/databendlabs/bendsql"
 features = ["pyo3/extension-module"]
 module-name = "databend_driver._databend_driver"
 python-source = "package"
+
+[dependency-groups]
+dev = [
+    "behave>=1.2.6",
+    "maturin>=1.7.8",
+    "ruff>=0.8.4",
+]
diff --git a/bindings/python/uv.lock b/bindings/python/uv.lock
new file mode 100644
index 000000000..079b13068
--- /dev/null
+++ b/bindings/python/uv.lock
@@ -0,0 +1,125 @@
+version = 1
+requires-python = ">=3.7, <3.14"
+
+[[package]]
+name = "behave"
+version = "1.2.6"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "parse" },
+    { name = "parse-type" },
+    { name = "six" },
+]
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+]
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+[[package]]
+name = "databend-driver"
+version = "0.24.6"
+source = { editable = "." }
+
+[package.dev-dependencies]
+dev = [
+    { name = "behave" },
+    { name = "maturin" },
+    { name = "ruff" },
+]
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+[package.metadata]
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diff --git a/tests/Makefile b/tests/Makefile
index 40aa49240..d746e0a45 100644
--- a/tests/Makefile
+++ b/tests/Makefile
@@ -23,7 +23,7 @@ test-bendsql: up
 	cd .. && ./cli/test.sh flight
 
 test-bindings-python: up
-	cd ../bindings/python && pipenv run behave tests/*
+	cd ../bindings/python && behave tests/*
 
 test-bindings-nodejs: up
 	cd ../bindings/nodejs && pnpm run test