diff --git a/poetry.lock b/poetry.lock
index 53e3157..b84bf87 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1589,6 +1589,39 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "polars"
+version = "0.17.2"
+description = "Blazingly fast DataFrame library"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "polars-0.17.2-cp37-abi3-macosx_10_7_x86_64.whl", hash = "sha256:4631d29af25cebdec89d006afa9fee868138c1be91d6070dc7c8e1f3e9684287"},
+    {file = "polars-0.17.2-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:cb69717eebd52d289eb5bf50dc1e90f380874280c4ef3c25b56b6fbc22b706bc"},
+    {file = "polars-0.17.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e01317ea1902cc6ae327598b6998c6c6b8bcd6ff6dff15bad7a78c51231220fa"},
+    {file = "polars-0.17.2-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:96c2e1c99738634eaeb510a724bf1aecc4ecb030cb45a28595d9ceac842300e9"},
+    {file = "polars-0.17.2-cp37-abi3-win_amd64.whl", hash = "sha256:a6d1ba5396a241eabf5ab755c7fb9f18a92bebaa8be5327d7ee1f532823aaba7"},
+    {file = "polars-0.17.2.tar.gz", hash = "sha256:f121ad3515dfc4c0276067870c20585f5e4fa8368efc9cf7ff8c56da4372e312"},
+]
+
+[package.dependencies]
+typing_extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+all = ["polars[connectorx,deltalake,fsspec,matplotlib,numpy,pandas,pyarrow,sqlalchemy,timezone,xlsx2csv,xlsxwriter]"]
+connectorx = ["connectorx"]
+deltalake = ["deltalake (>=0.8.0)"]
+fsspec = ["fsspec"]
+matplotlib = ["matplotlib"]
+numpy = ["numpy (>=1.16.0)"]
+pandas = ["pandas", "pyarrow (>=7.0.0)"]
+pyarrow = ["pyarrow (>=7.0.0)"]
+sqlalchemy = ["pandas", "sqlalchemy"]
+timezone = ["backports.zoneinfo", "tzdata"]
+xlsx2csv = ["xlsx2csv (>=0.8.0)"]
+xlsxwriter = ["xlsxwriter"]
+
 [[package]]
 name = "posthog"
 version = "2.5.0"
@@ -2892,4 +2925,4 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "cfdc44025f2b53a5d4d7eb2614f1ff4587daef1009b90295466ba289edf68276"
+content-hash = "01c945cba3ebafdbf6775ce94108604b5dc9ee8926a7a1872173194671d0cbf1"
diff --git a/pyproject.toml b/pyproject.toml
index 9fcc808..af56aa8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,7 +26,7 @@ python = "^3.8"
 
 duckdb-engine = "^0.7"
 ipython = "^8"
-jupysql = ">=0.6"
+jupysql = ">=0.7"
 pandas = ">=1.5"
 prql-python = "^0.8"
 traitlets = "^5"
@@ -54,6 +54,7 @@ ruff = "^0.0.225"
 safety = "^2"
 sphinx-rtd-theme = "^1.0.0"
 xdoctest = "^0.15.10"
+polars = ">=0.16"
 
 [tool.poetry.scripts]
 pyprql = "pyprql.cli.__init__:main"
diff --git a/pyprql/magic/README.md b/pyprql/magic/README.md
index 92d89b6..76de5c3 100644
--- a/pyprql/magic/README.md
+++ b/pyprql/magic/README.md
@@ -159,6 +159,9 @@ PrqlMagic.autolimit=<Int>
 PrqlMagic.autopandas=<Bool>
     Return Pandas DataFrames instead of regular result sets
     Current: True
+PrqlMagic.autopolars=<Bool>
+    Return Polars DataFrames instead of regular result sets
+    Current: False
 PrqlMagic.autoview=<Bool>
     Display results
     Current: True
@@ -183,6 +186,10 @@ PrqlMagic.dsn_filename=<Unicode>
 PrqlMagic.feedback=<Bool>
     Print number of rows affected by DML
     Current: False
+PrqlMagic.polars_dataframe_kwargs=<key-1>=<value-1>...
+    Polars DataFrame constructor keyword arguments(e.g. infer_schema_length,
+    nan_to_null, schema_overrides, etc)
+    Current: {}
 PrqlMagic.short_errors=<Bool>
     Don't display the full traceback on SQL Programming Error
     Current: True
diff --git a/pyprql/magic/prql.py b/pyprql/magic/prql.py
index e25a4ed..1cf44e9 100644
--- a/pyprql/magic/prql.py
+++ b/pyprql/magic/prql.py
@@ -39,6 +39,11 @@ class PrqlMagic(SqlMagic):
         config=True,
         help="Return Pandas DataFrames instead of regular result sets",
     )
+    autopolars = Bool(
+        False,
+        config=True,
+        help="Return Polars DataFrames instead of regular result sets",
+    )
     autoview = Bool(True, config=True, help="Display results")
     feedback = Bool(False, config=True, help="Print number of rows affected by DML")
     target = Unicode("sql.any", config=True, help="Compile target of prql-compiler")
diff --git a/pyprql/tests/test_magic.py b/pyprql/tests/test_magic.py
index 2b9204a..55ec122 100644
--- a/pyprql/tests/test_magic.py
+++ b/pyprql/tests/test_magic.py
@@ -14,6 +14,7 @@
 import tempfile
 from textwrap import dedent
 
+import polars as pl
 import pytest
 from sqlalchemy import create_engine
 
@@ -262,13 +263,22 @@ def test_bind_vars(ip):
 
 
 def test_autopandas(ip):
-    ip.run_line_magic("config", "SqlMagic.autopandas = True")
     dframe = run_prql(ip, "from test")
     assert not dframe.empty
     assert dframe.ndim == 2
     assert dframe.name[0] == "foo"
 
 
+def test_autopolars(ip):
+    ip.run_line_magic("config", "PrqlMagic.autopolars = True")
+    dframe = run_prql(ip, "from test")
+
+    assert type(dframe) == pl.DataFrame
+    assert not dframe.is_empty()
+    assert len(dframe.shape) == 2
+    assert dframe["name"][0] == "foo"
+
+
 def test_target_dialect(ip):
     ip.run_line_magic("config", 'PrqlMagic.target = "sql.sqlite"')
     dframe = run_prql(