Python-Awesome
Awesome Python
A curated list of awesome Python frameworks, libraries, tools, and resources for building production-grade systems.
🌐 Web Frameworks
- Django – high-level web framework that encourages rapid development and clean, pragmatic design.
- Falcon – minimalist WSGI/ASGI library for building high-performance APIs.
- FastAPI – modern, fast web framework for building APIs with Python type hints.
- Flask – lightweight WSGI micro web framework.
- Litestar – performant, flexible ASGI framework with first-class OpenAPI support.
- Starlette – lightweight ASGI framework/toolkit used as the foundation for FastAPI.
- Tornado – web framework and asynchronous networking library.
🔌 REST & GraphQL APIs
- Ariadne – schema-first GraphQL Python library.
- Django REST Framework – powerful and flexible toolkit for building Web APIs on top of Django.
- djangorestframework-simplejwt – JWT authentication plugin for Django REST Framework.
- FastAPI – automatic OpenAPI/JSON Schema generation with dependency injection.
- graphene – GraphQL framework for Python.
- Strawberry – code-first GraphQL library using type annotations.
⚡ Async & Concurrency
- aiofiles – async file support for asyncio.
- aiohttp – async HTTP client/server framework.
- anyio – asynchronous networking and concurrency library working on top of asyncio or trio.
- asyncio – standard library asynchronous I/O framework.
- asyncpg – high-performance async PostgreSQL client library.
- trio – friendly Python library for async concurrency and I/O.
- uvloop – ultra fast asyncio event loop built on libuv.
📊 Data Science & Analytics
- Arrow – cross-language development platform for in-memory data.
- Dask – parallel computing library that scales pandas, NumPy, and scikit-learn.
- DuckDB – in-process analytical database with Python API.
- NumPy – fundamental package for scientific computing.
- pandas – powerful data structures for data analysis and manipulation.
- Polars – lightning-fast DataFrame library written in Rust.
- SciPy – fundamental algorithms for scientific computing.
- Vaex – out-of-core DataFrames for big data.
🤖 Machine Learning & AI
- CatBoost – fast, scalable gradient boosting with native categorical features support.
- Keras – high-level neural networks API.
- LightGBM – fast, distributed, high-performance gradient boosting framework.
- ONNX Runtime – cross-platform ML model inferencing accelerator.
- PyTorch – open source machine learning framework.
- scikit-learn – simple and efficient tools for predictive data analysis.
- TensorFlow – end-to-end open source ML platform.
- Transformers – state-of-the-art ML for PyTorch, TensorFlow, and JAX.
- XGBoost – scalable and flexible gradient boosting.
🧠 LLM & GenAI Integration
- anthropic – official Python SDK for the Anthropic API.
- Haystack – end-to-end NLP framework for building production-ready AI pipelines.
- Instructor – structured outputs from LLMs using Pydantic.
- LangChain – framework for developing applications powered by language models.
- LlamaIndex – data framework for LLM-based applications.
- Mirascope – library for building LLM-powered applications.
- openai – official Python SDK for the OpenAI API.
- Outlines – guided text generation with LLMs.
🗄️ Databases & ORMs
- Alembic – database migration tool for SQLAlchemy.
- asyncpg – high-performance async PostgreSQL client.
- Beanie – async Python ODM for MongoDB.
- motor – async Python driver for MongoDB.
- Peewee – small, expressive ORM.
- psycopg – PostgreSQL adapter for Python.
- redis-py – Python client for Redis.
- SQLAlchemy – Python SQL toolkit and ORM.
- SQLModel – library for interacting with SQL databases using Python objects and Pydantic.
- Tortoise ORM – easy-to-use asyncio ORM for Python.
🚀 Caching
- aiocache – caching library with multiple backends for asyncio.
- cachetools – extensible memoizing collections and decorators.
- diskcache – disk and file-backed cache library.
- dogpile.cache – caching front-end with dogpile locking.
- redis-py – Python client for Redis with full-featured caching support.
📨 Message Queues & Streaming
- aio-pika – async AMQP framework built on top of aiormq.
- aiormq – pure Python asyncio AMQP client library.
- Celery – distributed task queue.
- confluent-kafka – Confluent’s Apache Kafka client for Python.
- dramatiq – fast and reliable background task processing library.
- kafka-python – Python client for Apache Kafka.
- RQ – simple job queues for Python.
💻 CLI Tools
- Click – composable command line interface toolkit.
- docopt – Pythonic command-line interface description language.
- prompt_toolkit – library for building powerful interactive command lines.
- Questionary – Python library for beautiful interactive prompts.
- Rich – library for rich text and beautiful formatting in the terminal.
- Textual – TUI (Text User Interface) framework.
- tqdm – fast, extensible progress bar.
- Typer – build great CLIs based on Python type hints.
🧪 Testing
- Factory Boy – test fixtures replacement.
- Faker – generate fake data for testing.
- freezegun – mock datetime for testing.
- Hypothesis – property-based testing.
- httpx – HTTP client with async support, used for API testing.
- Locust – load testing framework.
- pytest – full-featured testing framework.
- pytest-asyncio – async test support for pytest.
- pytest-cov – coverage reporting for pytest.
- responses – mock library for the
requestslibrary. - time-machine – travel through time in your tests.
✅ Code Quality & Type Checking
- bandit – security linter for Python code.
- Black – uncompromising Python code formatter.
- flake8 – linting tool wrapping pycodestyle, pyflakes, and mccabe.
- isort – sort Python imports.
- mypy – static type checker for Python.
- pre-commit – framework for managing git pre-commit hooks.
- pylint – source code analyzer.
- pyright – fast type checker from Microsoft.
- Ruff – extremely fast Python linter and code formatter.
- vulture – find dead Python code.
🔒 Security
- bandit – finds common security issues in Python code.
- certifi – Mozilla’s CA bundle for SSL certificate verification.
- cryptography – package for cryptographic recipes and primitives.
- passlib – comprehensive password hashing library.
- pip-audit – audit Python packages for known vulnerabilities.
- PyJWT – JSON Web Token implementation.
- pyOpenSSL – Python wrapper around OpenSSL.
- safety – checks dependencies for known security vulnerabilities.
📦 Serialization & Validation
- attrs – Python classes without boilerplate.
- cattrs – complex custom class converters for attrs.
- marshmallow – ORM/ODM/framework-agnostic library for object serialization.
- msgspec – fast serialization and validation library.
- orjson – fast, correct Python JSON library.
- protobuf – Protocol Buffers serialization.
- Pydantic – data validation using Python type annotations.
- ujson – ultra fast JSON encoder and decoder.
🌍 HTTP Clients
- aiohttp – async HTTP client/server framework.
- grpcio – gRPC for Python.
- httpx – fully featured HTTP client with both sync and async APIs.
- requests – simple, elegant HTTP library.
- urllib3 – powerful HTTP client with thread safety.
🔐 Authentication & Authorization
- authlib – library for building OAuth and OpenID Connect servers.
- casbin – authorization library supporting ACL, RBAC, ABAC.
- fastapi-users – user management for FastAPI.
- python-jose – JOSE (JWT, JWS, JWE, JWK) implementation.
- python-keycloak – Python package for Keycloak.
📡 Observability
- Elastic APM – Python agent for Elastic APM.
- loguru – library that aims to bring enjoyable logging to Python.
- OpenTelemetry – vendor-neutral observability framework.
- prometheus-client – Prometheus instrumentation for Python.
- py-spy – sampling profiler for Python programs.
- pyinstrument – Python profiler.
- Sentry SDK – error tracking and performance monitoring.
- structlog – structured logging.
📚 Documentation
- griffe – signatures and sources collector for Python.
- MkDocs – static site generator for project documentation.
- MkDocs Material – Material Design theme for MkDocs.
- pdoc – auto-generate API documentation from Python docstrings.
- pydoc-markdown – generate Markdown from Python docstrings.
- Sphinx – documentation generator.
🛠️ Package & Dependency Management
- Hatch – modern, extensible Python project management.
- pip – standard Python package installer.
- pip-tools – pin your dependencies for reproducible builds.
- pipenv – Python virtualenv management tool.
- Poetry – dependency management and packaging tool.
- pyenv – manage multiple Python versions.
- uv – extremely fast Python package and project manager.
🏗️ DevOps & Infrastructure
- Ansible – IT automation platform.
- azure-sdk-for-python – Azure SDK for Python.
- boto3 – AWS SDK for Python.
- docker-py – Docker SDK for Python.
- Fabric – streamline use of SSH for application deployment.
- google-cloud-python – Google Cloud client libraries.
- Invoke – task execution tool and library.
- kubernetes – official Kubernetes Python client.
- Pulumi – infrastructure as code in Python.
⚙️ Configuration Management
- configparser – standard library INI configuration file parser.
- dynaconf – configuration management with environment-based layered settings.
- Hydra – framework for elegantly configuring complex applications.
- omegaconf – YAML-based hierarchical configuration system.
- pydantic-settings – settings management using Pydantic.
- python-dotenv – read key-value pairs from
.envfiles.
⏰ Scheduling & Task Queues
- Airflow – platform to programmatically author, schedule, and monitor workflows.
- APScheduler – advanced Python Scheduler.
- Celery – distributed task queue with scheduling support.
- Prefect – modern workflow orchestration.
- Rocketry – modern scheduling framework.
- schedule – Python job scheduling for humans.
📄 File & Data Formats
- lxml – powerful XML and HTML processing.
- openpyxl – read/write Excel 2010 xlsx/xlsm/xltx/xltm files.
- Pillow – Python Imaging Library fork.
- pypdf – PDF library for reading, writing and splitting PDF files.
- python-docx – create and update Microsoft Word files.
- python-pptx – create and update PowerPoint files.
- PyYAML – YAML parser and emitter.
- toml – standard library TOML parser (Python 3.11+).
🌐 Networking
- dnspython – DNS toolkit.
- paramiko – SSHv2 protocol library.
- pyserial – Python serial port access library.
- pyzmq – Python bindings for ZeroMQ.
- Scapy – packet manipulation library.
- websockets – WebSockets client and server.
📖 Resources
Official
- Python Docs – official Python documentation.
- PyPI – Python Package Index.
- Python Enhancement Proposals – PEPs index.
Learning
- Real Python – tutorials for Python developers of all skill levels.
- Python Weekly – weekly Python newsletter.
- PyCoder’s Weekly – weekly Python news and articles.
Community
- Python Discord – active Python community on Discord.
- r/Python – Python subreddit.
- EuroPython – largest Python conference in Europe.
- PyCon – Python Conference.
Style Guides
- PEP 8 – Style Guide for Python Code.
- Google Python Style Guide – Google’s Python style guide.
- The Hitchhiker’s Guide to Python – best practices for Python development.
Contributing
See CONTRIBUTING.md for guidelines.