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structured outputs for llms

Automate Creation of YouTube Shorts using MoviePy.

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Python Imaging Library (fork)

Open Machine Learning Compiler Framework

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly.

Official QEMU mirror. Please see https://www.qemu.org/contribute/ for how to submit changes to QEMU. Pull Requests are disabled. Please only use release tarballs from the QEMU website.

Transparent proxy server that works as a poor man's VPN. Forwards over ssh. Doesn't require admin. Works with Linux and MacOS. Supports DNS tunneling.

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

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

Alternative Twitter front-end

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

Postgres CLI with autocompletion and syntax highlighting

Static site generator that supports Markdown and reST syntax. Powered by Python.

Jupyter Interactive Notebook

Minimal reproduction of DeepSeek R1-Zero

Exploitation Framework for Embedded Devices

Mealie is a self hosted recipe manager and meal planner with a RestAPI backend and a reactive frontend application built in Vue for a pleasant user experience for the whole family. Easily add recipes into your database by providing the url and mealie will automatically import the relevant data or add a family recipe with the UI editor

Freeze (package) Python programs into stand-alone executables

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

🚀 PR Agent: The Original Open-Source PR Reviewer. This project is not the Qodo free tier.

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

Install and Run Python Applications in Isolated Environments

Graph-Native Infrastructure for Context and Accountable AI Systems

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

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