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Library for building powerful interactive command line applications in Python

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.

🤗 ml-intern: an open-source ML engineer that reads papers, trains models, and ships ML models

Declarative visualization library for Python

The Python package installer

Streamlined interface for generating images with AI in Krita. Inpaint and outpaint with optional text prompt, no tweaking required.

AI Observability & Evaluation

An Open-Source Asynchronous Coding Agent

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

The leading native Python SSHv2 protocol library.

🐚 Python-powered shell. Full-featured, cross-platform and AI-friendly.

Containers for machine learning

A python library for user-friendly forecasting and anomaly detection on time series.

Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

Easily fine-tune, evaluate and deploy Gemma 4, Qwen3.5, Qwen3.6, gpt-oss, DeepSeek-R1, or any open source LLM / VLM!

Open source MCP Servers for AWS

HyDE, your Development Environment 🖥️💻

Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.

Cybersecurity AI (CAI), the framework for AI Security

A beautiful, powerful, self-hosted rom manager and player.

Kimi Code CLI is your next CLI agent.

Apache DataFusion SQL Query Engine

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

A modern Python package and dependency manager supporting the latest PEP standards

A Python implementation of global optimization with gaussian processes.

Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.