Awesome List

Awesome Python

The definitive list that answers "I want to do X in Python, which tool should I use?"

vinta/awesome-python #awesome #awesome-list #python #python-frameworks #python-libraries #python-tools
List stars
317,898
README repos
485
Indexed repos
536
List commits
2,465
Forks
28,629
Open issues
18

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Latest scan 2026-09-03 10:49

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84 repos matching these filters.

Latest repo push 2026-09-04

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unslothai/unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

Updated
2026-09-04
Lists
4 list mentions
First commit
2023-11-29
License
Apache-2.0
Issues
1,407 open
Forks
6,864
Commits
8,106 commits
Star growth, last 7 days
+493 +0.7%
Commit velocity, last 7 days
+198 +2.5%
mem0ai/mem0

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

AI dev
Updated
2026-09-03
Lists
8 list mentions
First commit
2023-06-20
License
Apache-2.0
Issues
722 open
Forks
7,576
Commits
2,621 commits
Star growth, last 7 days
+395 +0.6%
Commit velocity, last 7 days
+4 +0.2%
pathwaycom/pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Updated
2026-08-02
Lists
4 list mentions
First commit
2023-07-21
License
NOASSERTION
Issues
36 open
Forks
1,678
Commits
2,161 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
BerriAI/litellm

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]

AI dev
Updated
2026-08-11
Lists
9 list mentions
First commit
2023-07-27
License
NOASSERTION
Issues
4,859 open
Forks
10,477
Commits
42,623 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
apache/airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

AI dev
Updated
2026-09-03
Lists
5 list mentions
First commit
2014-10-06
License
Apache-2.0
Issues
2,097 open
Forks
17,744
Commits
40,787 commits
Star growth, last 7 days
+81 +0.2%
Commit velocity, last 7 days
+75 +0.2%
streamlit/streamlit

Streamlit — A faster way to build and share data apps.

AI dev
Updated
2026-08-02
Lists
3 list mentions
First commit
2018-01-10
License
Apache-2.0
Issues
1,187 open
Forks
4,349
Commits
10,251 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
mitmproxy/mitmproxy

An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.

AI dev
Updated
2026-08-25
Lists
8 list mentions
First commit
2010-02-16
License
MIT
Issues
470 open
Forks
4,702
Commits
11,225 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

AI dev
Updated
2026-08-03
Lists
5 list mentions
First commit
2016-02-07
License
Apache-2.0
Issues
3,492 open
Forks
7,873
Commits
31,230 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
gradio-app/gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

AI dev
Updated
2026-08-03
Lists
4 list mentions
First commit
2018-09-19
License
Apache-2.0
Issues
204 open
Forks
3,567
Commits
8,710 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
mindsdb/minds-platform

General-purpose AI designed for knowledge workers — creators, strategists, and operators — and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud).

Updated
2026-06-05
Lists
2 list mentions
First commit
2018-08-02
License
NOASSERTION
Issues
91 open
Forks
6,210
Commits
20,567 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
volcengine/OpenViking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

AI dev
Updated
2026-09-04
Lists
7 list mentions
First commit
2026-01-29
License
AGPL-3.0
Issues
630 open
Forks
2,708
Commits
2,229 commits
Star growth, last 7 days
+1,220 +3.6%
Commit velocity, last 7 days
+70 +3.2%
reflex-dev/reflex

🕸️ Web apps in pure Python 🐍

AI dev
Updated
2026-08-22
Lists
1 list mention
First commit
2022-11-18
License
Apache-2.0
Issues
337 open
Forks
1,769
Commits
3,335 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
PrefectHQ/prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

AI dev
Updated
2026-09-04
Lists
3 list mentions
First commit
2021-07-12
License
Apache-2.0
Issues
856 open
Forks
2,500
Commits
22,026 commits
Star growth, last 7 days
+61 +0.3%
Commit velocity, last 7 days
+31 +0.1%
marimo-team/marimo

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.

AI dev
Updated
2026-08-02
Lists
2 list mentions
First commit
2023-08-14
License
Apache-2.0
Issues
600 open
Forks
1,212
Commits
6,505 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
wagtail/wagtail

A Django content management system focused on flexibility and user experience

AI dev
Updated
2026-08-31
Lists
5 list mentions
First commit
2014-01-22
License
BSD-3-Clause
Issues
1,017 open
Forks
4,592
Commits
20,649 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
modelscope/FunASR

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

Updated
2026-07-31
Lists
3 list mentions
First commit
2022-11-24
License
MIT
Issues
6 open
Forks
1,967
Commits
5,530 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
dagster-io/dagster

An orchestration platform for the development, production, and observation of data assets.

AI dev
Updated
2026-08-22
Lists
4 list mentions
First commit
2018-04-30
License
Apache-2.0
Issues
2,595 open
Forks
2,255
Commits
27,882 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
plasma-umass/scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

AI dev
Updated
2026-08-01
Lists
3 list mentions
First commit
2019-12-17
License
Apache-2.0
Issues
151 open
Forks
435
Commits
3,659 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
semantica-agi/semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

AI dev
Updated
2026-09-03
Lists
3 list mentions
First commit
2025-06-25
License
MIT
Issues
135 open
Forks
1,341
Commits
2,810 commits
Star growth, last 7 days
+738 +6.6%
Commit velocity, last 7 days
+179 +6.8%
lancedb/lancedb

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

AI dev
Updated
2026-08-02
Lists
3 list mentions
First commit
2023-03-18
License
Apache-2.0
Issues
630 open
Forks
982
Commits
2,735 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pennersr/django-allauth

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/

Updated
2026-06-22
Lists
2 list mentions
First commit
2010-10-13
License
MIT
Issues
2 open
Forks
3,114
Commits
4,096 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
xberg-io/xberg

Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.

AI dev
Updated
2026-09-03
Lists
2 list mentions
First commit
2025-01-31
License
MIT
Issues
5 open
Forks
579
Commits
9,192 commits
Star growth, last 7 days
+31 +0.3%
Commit velocity, last 7 days
+219 +2.4%
catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Updated
2026-08-01
Lists
4 list mentions
First commit
2017-07-18
License
Apache-2.0
Issues
717 open
Forks
1,315
Commits
50,629 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
kreuzberg-dev/kreuzberg

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.

Updated
2026-06-23
Lists
2 list mentions
First commit
2025-01-31
License
NOASSERTION
Issues
13 open
Forks
502
Commits
6,280 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GetBindu/Bindu

Bindu: The identity, communication, and payments layer for AI agents.

AI dev
Updated
2026-07-20
Lists
1 list mention
First commit
2025-03-16
License
NOASSERTION
Issues
152 open
Forks
425
Commits
1,520 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
joerick/pyinstrument

🚴 Call stack profiler for Python. Shows you why your code is slow!

Updated
2026-08-04
Lists
2 list mentions
First commit
2014-03-13
License
BSD-3-Clause
Issues
26 open
Forks
298
Commits
1,267 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history