Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A general, evolvable, and distributed agent framework & harness for data science.
| Date | Stars |
|---|---|
| 2026-07-31 | 478 |
| 2026-08-06 | 479 |
Today
+1 stars today
This week
— stars this week
This month
— stars this month
Momentum
19.0
growth rate 0.00%/day
<div align="center"> <img src="docs/source/_static/pantheon-github-banner.png" alt="PantheonOS — A framework for building evolvable and distributed multi-agent systems." width="100%" /> [Official Site][official-site] · [Online App][online-app] · [Desktop App][desktop-release-link] · [Documents][docs] · [Feedback][github-issues-link] [official-site]: https://pantheonos.stanford.edu/ [online-app]: https://app.pantheonos.stanford.edu/ [docs]: https://pantheonos.readthedocs.io/en/latest/ </div> <div align="center"> <!-- SHIELD GROUP --> [![][website-shield]][website-link] [![][online-app-shield]][online-app] [![][desktop-shield]][desktop-release-link] [![][store-shield]][store-link] [![][manuscript-shield]][manuscript-link] [![][slack-shield]][slack-link] [![][discord-shield]][discord-link] <br/> [![][x-shield]][x-link] [![][github-forks-shield]][github-forks-link] [![][github-stars-shield]][github-stars-link] [![][github-issues-shield]][github-issues-link] [![][github-license-shield]][github-license-link] [![][python-shield]][python-link] [![][status-shield]]() </div> ## `1` [What is PantheonOS?](#1-what-is-pantheonos) PantheonOS is an **evolvable and privacy-preserving multi-agent framework** designed to reconcile generality with domain specificity. PantheonOS automates, scales and accelerates data sciences, with a particular focus on end-to-end single cell biology analyses. Cruicially, PantheonOS leverages agentic code evolution to optimize state-of-the-art and nascent algorithms, achieving super-human performance on specialized scientific tasks. ### Key Highlights - **Evolvable** — [Pantheon-Evolve](https://pantheonos.stanford.edu/projects/evolve) module enables agents to improve algorithms and code through genetic-algorithm-driven agentic code evolution - **Multi-Agent Teams** — PantheonTeam, Sequential, Swarm, Mixture-of-Agents (MoA), and AgentAsTool team patterns for flexible orchestration - **Distributed Architecture** — NATS-based messaging for scalable, fault-tolerant deployments across machines. With [Pantheon-Fleet](https://pantheonos.stanford.edu/blog/pantheon-fleet), agents can directly control a distributed network of machines. - **Friendly Interfaces** — Interactive CLI (`pantheon cli`) and Chatroom UI (`pantheon ui`) - **[Pantheon Store](https://app.pantheonos.stanford.edu/#/store)** — A community marketplace with 1,000+ curated agents, teams, and skills for biomedical AI, installable via UI or CLI ## `2` [Quick Start & Community](#2-quick-start--community) | | | | :--- | :--- | | [![][online-app-shield]][online-app] | Play with our Web UI! | | [![][desktop-shield]][desktop-release-link] | Download the latest desktop app release. | | [![][store-shield]][store-link] | Browse 1,000+ agents, teams, and skills! | | [![][install-shield]][install-link] | `pip install pantheon-agents` | | [![][slack-shield-badge]][slack-link] | Join our Slack community! | | [![][discord-shield-badge]][discord-link] | Join our Discord community! | ## `3` [Installation](#3-installation) > [!NOTE] > **Security update — the June 2026 "Hades" incident is resolved.** The trojanized > `pantheon-agents` 0.6.1 and 0.6.2 releases have been removed from PyPI and the > account restored; current releases are clean, so install from PyPI as usual. If you > installed 0.6.1 or 0.6.2 during the incident, uninstall it and rotate any credentials > that were present on that machine. ### Desktop App Download the latest Pantheon Desktop app: - [Desktop release page][desktop-release-link] Open the release page to download the latest version for your platform. ### Using uv (Recommended) [uv](https://github.com/astral-sh/uv) is a fast Python package manager that handles dependencies efficiently. ```bash # Install uv (if not already installed) # macOS/Linux curl -LsSf https://astral.sh/uv/install.sh | sh # Windows powershell -c "irm https://astral.sh/uv/install.ps1 | iex" # Clone and install git clone https://github.com/aristoteleo/Pantheo
Excerpt of 19,000 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:e5f1f072fdb67a2e, llm:Repository topics and description: 'agent, ai, ai-agents, llm, llm-evolution, agent framework & harness for data science, evolvable, distributed'.
matched fp:e5f1f072fdb67a2e, llm:Repository topics and description: 'agent, ai, ai-agents, llm, llm-evolution, agent framework & harness for data science, evolvable, distributed'.
matched fp:e5f1f072fdb67a2e, llm:Repository topics and description: 'agent, ai, ai-agents, llm, llm-evolution, agent framework & harness for data science, evolvable, distributed'.