[MRG] Package Build Script from setup.py -> pyproject toml

README.md

@@ -54,21 +54,53 @@ https://github.com/user-attachments/assets/dac7be90-c662-4d0d-8d3a-2bc4df9cffb9
 
 ### Installation
 
-- pip installation
+#### From PyPI
+
+```bash
+# With pip:
+pip install -U mle-agent
+
+# With uv:
+uv pip install -U mle-agent
+```
+
+#### From source
+
+<ol>
+<li>Clone the repo
+
 ```bash
-pip install mle-agent -U
+git clone https://github.com/MLSysOps/MLE-agent.git
+cd MLE-agent
 ```
+</li>
 
-- uv installation
+<li> Create & activate a virtual env
 
+**Option 1**: uv (recommended)
+```bash
+uv venv .venv
+source .venv/bin/activate      # Linux/macOS
+.\.venv\Scripts\activate.bat   # Windows (cmd)
+.\.venv\Scripts\Activate.ps1   # Windows (PowerShell)
+```
+**Option 2**: virtualenv + pip
 ```bash
-git clone git@github.com:MLSysOps/MLE-agent.git
+python -m venv .venv
+source .venv/bin/activate      # Linux/macOS
+.\.venv\Scripts\activate       # Windows
+```
+</li>
 
-uv venv --python=python3.11 venv_py311
+<li> Editable install
 
-uv pip install -e .
+```bash
+pip install -e .               # or: pip install -e .
 ```
 
+</li>
+</ol>
+
 ### Usage
 
 ```bash

pyproject.toml

@@ -0,0 +1,65 @@
+[build-system]
+requires = ["setuptools>=38.6.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "mle-agent"
+version = "0.4.3"
+description = "MLE-agent: An agent to automate your MLE processes"
+readme = "README.md"
+requires-python = ">=3.8.1"
+license = "Apache-2.0"
+authors = [
+  { name = "Yizheng Huang", email = "huangyz0918@gmail.com" },
+  { name = "Huaizheng Zhang" }
+]
+keywords = ["LLM", "deep learning", "MLOps", "shell", "neural networks"]
+classifiers = [
+  "Development Status :: 5 - Production/Stable",
+  "Intended Audience :: Education",
+  "Intended Audience :: Financial and Insurance Industry",
+  "Intended Audience :: Science/Research",
+  "Intended Audience :: Developers",
+  "Intended Audience :: Information Technology",
+  "Programming Language :: Python :: 3",
+  "Operating System :: OS Independent"
+]
+dependencies = [
+  "rich>=13.6.0",
+  "click>=7.1.1",
+  "py7zr~=1.0 ; python_version >= '3.9'",
+  "py7zr<0.20 ; python_version < '3.9'",
+  "openai~=1.70.0",
+  "pyyaml~=6.0",
+  "kaggle>=1.5.12",
+  "fastapi~=0.103.1",
+  "uvicorn~=0.28.0",
+  "requests~=2.32.3",
+  "GitPython~=3.1",
+  "questionary~=1.10.0",
+  "pandas>=2.2.2 ; python_version >= '3.9'",
+  "pandas==2.0.3 ; python_version < '3.9'",
+  "tavily-python~=0.6.0",
+  "langfuse~=2.36.2",
+  "google-api-python-client~=2.143.0",
+  "google-auth-httplib2~=0.2.0",
+  "google-auth-oauthlib~=1.2.1",
+  "lancedb==0.15.0 ; python_version >= '3.9'",
+  "lancedb==0.6.13 ; python_version < '3.9'",
+  "tree-sitter>=0.21.3",
+]
+
+[project.urls]
+Homepage = "https://github.com/MLSysOps/MLE-agent"
+Download = "https://github.com/MLSysOps/MLE-agent/archive/refs/heads/main.zip"
+
+[project.scripts]
+mle-agent = "mle.cli:cli"
+mle = "mle.cli:cli"
+
+[tool.setuptools.packages.find]
+include = ["mle*"]
+
+[tool.setuptools.package-data]
+# Include all files in the package directory
+mle = ["py.typed", "data/*", "config/*", "templates/*"]

setup.cfg

@@ -1,5 +1,5 @@
 [metadata]
-description-file = README.md
+description_file = README.md
 
 [flake8]
 select = W291