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Awesome List
The definitive list that answers "I want to do X in Python, which tool should I use?"
GitHub stars and default-branch commits for vinta/awesome-python.
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The agent that grows with you
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.
Open Data Platform for analysts, quants and AI agents.
Open Data Platform for analysts, quants and AI agents.
The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]
An extremely fast Python linter and code formatter, written in Rust.
Streamlit — A faster way to build and share data apps.
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
:art: Diagram as Code for prototyping cloud system architectures
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
A browser automation framework and ecosystem.
💫 Industrial-strength Natural Language Processing (NLP) in Python
Search infrastructure for AI
🕸️ Web apps in pure Python 🐍
Write scalable load tests in plain Python 🚗💨
The SDK to extract data and interact with any site on the web. Get started with Claude Code, Codex, Eve, Mastra, and more.
Data Apps & Dashboards for Python. No JavaScript Required.
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
A Django content management system focused on flexibility and user experience
Build realtime web, mobile and desktop apps in Python only. No frontend experience required.
An orchestration platform for the development, production, and observation of data assets.
Graph-Native Infrastructure for Context and Accountable AI Systems
Jupyter Interactive Notebook
Always know what to expect from your data.
Hydra is a framework for elegantly configuring complex applications
Hydra is a framework for elegantly configuring complex applications
Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication. 🔁 Mirror of https://codeberg.org/allauth/django-allauth/
Bindu: The identity, communication, and payments layer for AI agents.
Robyn is a Super Fast Async Python Web Framework with a Rust runtime.
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
A fast type checker and language server for Python
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
A GraphQL library for Python that leverages type annotations 🍓
🖥️ Session manager for tmux, built on libtmux.
Official Python client for Elasticsearch
The lektor static file content management system
Plotting library for IPython/Jupyter notebooks
Indico - A feature-rich event management system, made @ CERN, the place where the Web was born.
Bub it. Build it. A hook-first runtime for agents that live alongside people.
The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run