diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c6294655f91b4b..85ec7f646ac609 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -30,6 +30,8 @@ repos:
         files: ^pandas
         exclude: ^pandas/tests
         args: [--select, "ANN001,ANN2", --fix-only, --exit-non-zero-on-fix]
+    -   id: ruff
+        args: [--exit-non-zero-on-fix, --preview, "--ignore=E721,F841,RUF025,RUF100,RUF001,E226,RUF003,E203"]        
     -   id: ruff-format
 -   repo: https://github.com/jendrikseipp/vulture
     rev: v2.11
diff --git a/pyproject.toml b/pyproject.toml
index 2039c89af7a9dd..451735603c7e3f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -307,7 +307,6 @@ ignore = [
   # The following rules may cause conflicts when used with the formatter:
   "ISC001",
 
-
   ### TODO: Enable gradually
   # Useless statement
   "B018",
@@ -321,6 +320,48 @@ ignore = [
   "RUF007",
   # mutable-class-default
   "RUF012",
+  # Use `is` and `is not` for type comparisons, or `isinstance()` for isinstance checks
+  # "E721",
+  # "F841",
+  # Parenthesize `a and b` expressions when chaining `and` and `or` together, to make the precedence clear
+  "RUF021",
+  # `__all__` is not sorted
+  "RUF022",
+  # Use a `set` literal when testing for membership
+  "PLR6201",
+  # Method could be a function, class method, or static method
+  "PLR6301",
+  # Too many positional arguments (6/5)
+  "PLR0917",
+  # `import` should be at the top-level of a file
+  "PLC0415",
+  # Too many public methods (23 > 20)
+  "PLR0904",
+  # Too many local variables
+  "PLR0914",
+  # Too many nested blocks (6 > 5)
+  "PLR1702",
+  # Too many Boolean expressions
+  "PLR0916",
+  # Private name import
+  "PLC2701",
+  # Redefining argument with the local name
+  "PLR1704",
+  # Unnecessary dunder call
+  "PLC2801",
+  # Lambda may be unnecessary; consider inlining inner function
+  # Autofix might not be correct
+  "PLW0108",
+  # Object does not implement `__hash__` method
+  "PLW1641",
+  # `tempfile.NamedTemporaryFile` in text mode without explicit `encoding` argument
+  "PLW1514",
+  # Bad or misspelled dunder method name
+  "PLW3201",
+  # Unnecessary lookup of dictionary value by key
+  "PLR1733",
+  # Unnecessary lookup of list item by index
+  "PLR1736"
 ]
 
 exclude = [