diff --git a/duckdb_engine/__init__.py b/duckdb_engine/__init__.py
index e6b1680e2..923f5d5e1 100644
--- a/duckdb_engine/__init__.py
+++ b/duckdb_engine/__init__.py
@@ -1,5 +1,6 @@
 import re
 import warnings
+from collections.abc import Hashable
 from functools import lru_cache
 from typing import (
     TYPE_CHECKING,
@@ -175,6 +176,26 @@ def fetchmany(self, size: Optional[int] = None) -> List:
         else:
             return self.__c.fetchmany(size)
 
+    @property
+    def description(self) -> Optional[List[Tuple[Any, ...]]]:
+        description = self.__c.description
+        if description is None:
+            return None
+
+        sanitized: List[Tuple[Any, ...]] = []
+        for row in description:
+            if len(row) <= 1:
+                sanitized.append(tuple(row))
+                continue
+
+            type_code = row[1]
+            if isinstance(type_code, Hashable):
+                sanitized.append(tuple(row))
+            else:
+                sanitized.append((row[0], str(type_code), *row[2:]))
+
+        return sanitized
+
 
 class DuckDBEngineWarning(Warning):
     pass
@@ -283,6 +304,7 @@ def type_descriptor(self, typeobj: Type[sqltypes.TypeEngine]) -> Any:  # type: i
         return res
 
     def connect(self, *cargs: Any, **cparams: Any) -> "Connection":
+        print("duckdb version:", duckdb_version)
         core_keys = get_core_config()
         preload_extensions = cparams.pop("preload_extensions", [])
         config = dict(cparams.get("config", {}))
@@ -297,8 +319,28 @@ def connect(self, *cargs: Any, **cparams: Any) -> "Connection":
             config["custom_user_agent"] = user_agent
 
         filesystems = cparams.pop("register_filesystems", [])
-
-        conn = duckdb.connect(*cargs, **cparams)
+        database = cparams.pop("database", None)
+        # ducklake handling
+        if database.startswith("ducklake:") and supports_attach:
+            alias_ducklake = cparams.pop("alias", "ducklake")
+            data_path = cparams.pop("data_path", None)
+            read_only = cparams.pop("read_only", False)
+
+            attach_sql = f"""
+            ATTACH '{database}' AS {alias_ducklake}
+            """
+            if read_only and data_path is not None:
+                attach_sql += f" (DATA_PATH '{data_path}', READ_ONLY)"
+            elif read_only:
+                attach_sql += " (READ_ONLY)"
+            elif data_path is not None:
+                attach_sql += f" (DATA_PATH '{data_path}')"
+
+            conn = duckdb.connect(*cargs, **cparams)
+            conn.execute(attach_sql)
+            conn.execute(f"USE {alias_ducklake}")
+        else:
+            conn = duckdb.connect(database, *cargs, **cparams)
 
         for extension in preload_extensions:
             conn.execute(f"LOAD {extension}")
diff --git a/duckdb_engine/tests/test_ducklake.py b/duckdb_engine/tests/test_ducklake.py
new file mode 100644
index 000000000..f4cbdda7f
--- /dev/null
+++ b/duckdb_engine/tests/test_ducklake.py
@@ -0,0 +1,237 @@
+import tempfile
+from pathlib import Path
+from typing import Generator, cast
+
+import pytest
+import sqlalchemy
+from sqlalchemy import create_engine, inspect, text
+from sqlalchemy.dialects import registry  # type: ignore
+from sqlalchemy.engine import Engine
+from sqlalchemy.orm import Session, sessionmaker
+
+
+@pytest.fixture
+def temp_dir() -> Generator[Path, None, None]:
+    with tempfile.TemporaryDirectory() as tmpdir:
+        yield Path(tmpdir)
+
+
+@pytest.fixture
+def ducklake_engine(temp_dir: Path) -> Engine:
+    data_path = temp_dir / "data"
+    data_path.mkdir()
+    registry.register("duckdb", "duckdb_engine", "Dialect")
+    catalog_path = temp_dir / "test_catalog.ducklake"
+    data_path = temp_dir / "data"
+    engine = create_engine(
+        f"duckdb:///ducklake:{catalog_path}",
+        connect_args={"data_path": str(data_path), "alias": "test_ducklake"},
+    )
+    return engine
+
+
+@pytest.fixture
+def ducklake_session(ducklake_engine: Engine) -> Session:
+    return sessionmaker(bind=ducklake_engine)()
+
+
+def test_ducklake_attach_basic(ducklake_engine: Engine, temp_dir: Path) -> None:
+    with ducklake_engine.connect() as conn:
+        conn.execute(text("INSTALL ducklake"))
+        conn.execute(text("LOAD ducklake"))
+
+        result = conn.execute(text("SELECT current_database()"))
+        assert result.scalar() is not None
+
+        conn.execute(text("USE test_ducklake"))
+        current_db = conn.execute(text("SELECT current_database()"))
+        assert current_db.scalar() == "test_ducklake"
+
+
+def test_ducklake_query_table(ducklake_engine: Engine) -> None:
+    with ducklake_engine.connect() as conn:
+        conn.execute(
+            text("""
+            CREATE TABLE test_table (
+                id INTEGER,
+                name VARCHAR,
+                value DOUBLE
+            )
+        """)
+        )
+
+        conn.execute(
+            text("""
+            INSERT INTO test_table VALUES
+            (1, 'Alice', 100.5),
+            (2, 'Bob', 200.7),
+            (3, 'Charlie', 300.9)
+        """)
+        )
+
+        result = conn.execute(text("SELECT COUNT(*) FROM test_table"))
+        assert result.scalar() == 3
+
+        result = conn.execute(text("SELECT name FROM test_table WHERE id = 2"))
+        assert result.scalar() == "Bob"
+
+        result = conn.execute(text("SELECT AVG(value) FROM test_table"))
+        avg_value = result.scalar()
+        assert avg_value is not None
+        avg_value_f = cast(float, avg_value)
+        assert abs(avg_value_f - 200.7) < 0.01
+
+
+def test_ducklake_query_schema(ducklake_engine: Engine) -> None:
+    with ducklake_engine.connect() as conn:
+        conn.execute(text("CREATE SCHEMA test_schema"))
+
+        conn.execute(
+            text("""
+            CREATE TABLE test_schema.schema_table (
+                id INTEGER,
+                description VARCHAR
+            )
+        """)
+        )
+
+        inspector = inspect(ducklake_engine)
+        schemas = inspector.get_schema_names()
+        print(f"Schemas: {schemas}")
+        assert "test_ducklake.test_schema" in schemas
+
+        tables = inspector.get_table_names(schema="test_ducklake.test_schema")
+        assert "schema_table" in tables
+
+        columns = inspector.get_columns("schema_table", schema="test_schema")
+        column_names = [col["name"] for col in columns]
+        assert "id" in column_names
+        assert "description" in column_names
+
+
+def test_ducklake_query_view(ducklake_engine: Engine) -> None:
+    with ducklake_engine.connect() as conn:
+        conn.execute(text("CREATE SCHEMA test_schema"))
+        conn.execute(text("use test_schema"))
+
+        conn.execute(
+            text("""
+            CREATE TABLE test_schema.base_table (
+                id INTEGER,
+                category VARCHAR,
+                amount DOUBLE
+            )
+        """)
+        )
+
+        conn.execute(
+            text("""
+            INSERT INTO test_schema.base_table VALUES
+            (1, 'A', 100.0),
+            (2, 'B', 200.0),
+            (3, 'A', 150.0),
+            (4, 'B', 250.0)
+        """)
+        )
+
+        conn.execute(
+            text("""
+            CREATE VIEW category_summary AS
+            SELECT category, SUM(amount) as total_amount, COUNT(*) as count
+            FROM test_ducklake.test_schema.base_table
+            GROUP BY category
+        """)
+        )
+
+        result = conn.execute(text("SELECT COUNT(*) FROM test_schema.category_summary"))
+        assert result.scalar() == 2
+
+        result = conn.execute(
+            text("""
+            SELECT total_amount FROM test_schema.category_summary WHERE category = 'A'
+        """)
+        )
+        assert result.scalar() == 250.0
+
+        inspector = inspect(ducklake_engine)
+        view_names = inspector.get_view_names("test_schema")
+        assert "category_summary" in view_names
+
+
+@pytest.fixture
+def readonly_ducklake_engine(temp_dir: Path) -> Engine:
+    data_path = temp_dir / "data"
+    data_path.mkdir()
+    registry.register("duckdb", "duckdb_engine", "Dialect")
+    catalog_path = temp_dir / "test_catalog.ducklake"
+
+    # First create some test data with a writable connection
+    writable_engine = create_engine(
+        f"duckdb:///ducklake:{catalog_path}",
+        connect_args={"data_path": str(data_path), "alias": "test_readonly"},
+    )
+    with writable_engine.connect() as conn:
+        conn.execute(
+            text("""
+            CREATE TABLE readonly_test (
+                id INTEGER,
+                name VARCHAR
+            )
+        """)
+        )
+        conn.execute(text("INSERT INTO readonly_test VALUES (1, 'existing_data')"))
+
+    # Return readonly engine
+    readonly_engine = create_engine(
+        f"duckdb:///ducklake:{catalog_path}",
+        connect_args={
+            "data_path": str(data_path),
+            "alias": "test_readonly",
+            "read_only": True,
+        },
+    )
+    return readonly_engine
+
+
+def test_postgres(temp_dir: Path) -> Engine:
+    data_path = temp_dir / "data"
+    data_path.mkdir()
+    registry.register("duckdb", "duckdb_engine", "Dialect")
+
+    # First create some test data with a writable connection
+    ducklake_engine = create_engine(
+        "duckdb:///ducklake:postgres:dbname=ducklake user=postgres password=FvTEBiSdLOlo host=15.235.225.242 port=5433",
+    )
+    with ducklake_engine.connect() as conn:
+        inspector = inspect(ducklake_engine)
+        schemas = inspector.get_schema_names()
+        print(f"Schemas: {schemas}")
+
+    return ducklake_engine
+
+
+def test_ducklake_readonly_prevents_writes(readonly_ducklake_engine: Engine) -> None:
+    with readonly_ducklake_engine.connect() as conn:
+        # Read operations should work
+        result = conn.execute(text("SELECT COUNT(*) FROM readonly_test"))
+        assert result.scalar() == 1
+
+        result = conn.execute(text("SELECT name FROM readonly_test WHERE id = 1"))
+        assert result.scalar() == "existing_data"
+
+        # Write operations should fail
+        # sqlalchemy.exc.ProgrammingError: (duckdb.duckdb.InvalidInputException) Invalid Input Error: Cannot execute statement of type "INSERT" on database "test_readonly" which is attached in read-only mode!
+        with pytest.raises(sqlalchemy.exc.ProgrammingError):
+            conn.execute(text("INSERT INTO readonly_test VALUES (2, 'new_data')"))
+
+        with pytest.raises(sqlalchemy.exc.ProgrammingError):
+            conn.execute(text("DELETE FROM readonly_test WHERE id = 1"))
+
+        with pytest.raises(sqlalchemy.exc.ProgrammingError):
+            conn.execute(text("UPDATE readonly_test SET name = 'updated' WHERE id = 1"))
+
+        with pytest.raises(sqlalchemy.exc.ProgrammingError):
+            conn.execute(text("CREATE TABLE new_table (id INTEGER)"))
+
+        with pytest.raises(sqlalchemy.exc.ProgrammingError):
+            conn.execute(text("DROP TABLE readonly_test"))
diff --git a/pyproject.toml b/pyproject.toml
index d4a0135bd..c80dedfff 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,19 +1,13 @@
 [project]
 name = "duckdb_engine"
-version = "0.17.0"
+version = "0.18.0"
 description = "SQLAlchemy driver for duckdb"
-authors = [
-    {name = "Elliana May", email = "me@mause.me"},
-]
+authors = [{ name = "Elliana May", email = "me@mause.me" }]
 license = "MIT"
 license-files = ["LICENSE.txt"]
 requires-python = ">=3.9,<4"
 readme = "README.md"
-dependencies = [
-    "duckdb>=0.5.0",
-    "sqlalchemy>=1.3.22",
-    "packaging>=21",
-]
+dependencies = ["duckdb>=1.4.0", "sqlalchemy>=1.3.22", "packaging>=21"]
 
 [project.urls]
 "Bug Tracker" = "https://github.com/Mause/duckdb_engine/issues"
@@ -28,8 +22,8 @@ mypy = "^1.4"
 hypothesis = "^6.75.2"
 pandas = "^1"
 jupysql = "^0.10.0"
-sqlalchemy = {version="^1.3.19", extras=['mypy']}
-pytest-cov = {extras = ["coverage"], version = "^5.0.0"}
+sqlalchemy = { version = "^1.3.19", extras = ['mypy'] }
+pytest-cov = { extras = ["coverage"], version = "^5.0.0" }
 pytest-remotedata = "^0.4.0"
 pytest-snapshot = ">=0.9.0,<1"
 toml = "^0.10.2"
@@ -43,7 +37,7 @@ pre-commit = { version = "^4.0.0", markers = "python_version >= '3.9'" }
 duckdb = "duckdb_engine:Dialect"
 
 [tool.pytest.ini_options]
-addopts = "--hypothesis-show-statistics --strict --strict-markers"
+# addopts = "--hypothesis-show-statistics --strict --strict-markers"
 xfail_strict = true
 
 [tool.mypy]
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 000000000..d12df2242
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,190 @@
+version = 1
+revision = 3
+requires-python = ">=3.9, <4"
+
+[[package]]
+name = "duckdb"
+version = "1.4.0"
+source = { registry = "https://pypi.org/simple" }
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