diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 574ff87dc..6670d22e2 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,20 +1,9 @@
+default_stages: [ commit ]
+
 # Install
 # 1. pip install pre-commit
 # 2. pre-commit install(the first time you download the repo, it will be cached for future use)
 repos:
-  - repo: https://github.com/pycqa/flake8
-    rev: 4.0.1
-    hooks:
-      - id: flake8
-        args: [
-            "--show-source",
-            "--count",
-            "--statistics",
-            "--extend-ignore=E203,E402,C901,E501,E101,E266,E731,W291,F821,W191,E122,E125,E127,E128,W293",
-            "--per-file-ignores=__init__.py:F401",
-        ] # when necessary, ignore errors, https://flake8.pycqa.org/en/latest/user/error-codes.html
-        exclude: ^venv/ # exclude dir, e.g. (^foo/|^bar/)
-
   - repo: https://github.com/pycqa/isort
     rev: 5.11.5
     hooks:
@@ -24,3 +13,14 @@ repos:
             (?x)^(
             .*__init__\.py$
             )
+
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    # Ruff version.
+    rev: v0.0.284
+    hooks:
+      - id: ruff
+
+  - repo: https://github.com/psf/black
+    rev: 23.3.0
+    hooks:
+      - id: black
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 000000000..72bc26543
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,69 @@
+[project]
+name = "chatgit"
+version = "0.1.0"
+description = "chatgit is an LLM model-based open source project competition analysis research project, it can help you find the most suitable open source project for your needs"
+authors = [
+    {name = "hezz", email = "hezhaozhaog@gmail.com"},
+]
+dependencies = [
+    "requests>=2.31.0",
+]
+requires-python = ">=3.11"
+readme = "README.md"
+license = {text = "Apache"}
+
+[build-system]
+requires = ["setuptools>=61", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[tool.black]
+line-length = 119
+target-version = ['py39']
+
+
+[tool.ruff]
+# Enable pycodestyle (`E`) and Pyflakes (`F`) codes by default.
+select = ["E", "F"]
+ignore = ["E501", "E712", "E722", "F821"]
+
+# Allow autofix for all enabled rules (when `--fix`) is provided.
+fixable = ["A", "B", "C", "D", "E", "F", "G", "I", "N", "Q", "S", "T", "W", "ANN", "ARG", "BLE", "COM", "DJ", "DTZ", "EM", "ERA", "EXE", "FBT", "ICN", "INP", "ISC", "NPY", "PD", "PGH", "PIE", "PL", "PT", "PTH", "PYI", "RET", "RSE", "RUF", "SIM", "SLF", "TCH", "TID", "TRY", "UP", "YTT"]
+unfixable = []
+
+# Exclude a variety of commonly ignored directories.
+exclude = [
+    ".bzr",
+    ".direnv",
+    ".eggs",
+    ".git",
+    ".git-rewrite",
+    ".hg",
+    ".mypy_cache",
+    ".nox",
+    ".pants.d",
+    ".pytype",
+    ".ruff_cache",
+    ".svn",
+    ".tox",
+    ".venv",
+    "__pypackages__",
+    "_build",
+    "buck-out",
+    "build",
+    "dist",
+    "node_modules",
+    "venv",
+]
+
+# Same as Black.
+line-length = 119
+
+# Allow unused variables when underscore-prefixed.
+dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
+
+# Assume Python 3.9
+target-version = "py39"
+
+[tool.ruff.mccabe]
+# Unlike Flake8, default to a complexity level of 10.
+max-complexity = 10
\ No newline at end of file