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PathOnAI.org is an independent 501(c)(3) open-source non-profit advancing open-source development and AGI research through inclusive collaboration, mentorship, and community-driven innovation.
We aim to make cutting-edge AGI research accessible to all, fostering a diverse ecosystem where knowledge is freely shared.

Founded in 2024 by AI researchers and engineers.
🌐 Website: https://www.pathonai.org/


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Our story

PathOnAI was founded in 2024 by a group of AI researchers and engineers passionate about making advanced AI agent technology accessible to everyone.

We collaborate with academic institutions, industry partners, and individual contributors worldwide—building open-source AI agent frameworks that are powerful, practical, and easy to use.


Research areas

1) AI Agents (Web Agents / Multi-Agent Systems)

We build open-source systems and research to improve how agents reason, search, and act, along with tooling that makes agent behavior interpretable and debuggable.

2) Robotics & Embodied AI

We focus on open-source embodied AI research with low-cost robots (e.g., SO-ARM100/101, LeKiwi), lowering the barrier for beginners and hobbyists to get started.


Featured project

VisualTreeSearch — Understanding Web Agent Test-time Scaling

An intuitive, fully deployed system for visualizing and understanding web-agent tree search at test time, including:

  • Production-ready deployed system
  • Fast API-based state reset (50s → 2s)
  • Interactive visualization UI for agent decision-making

🔗 Project page:
https://www.pathonai.org/ai-agent-projects/visualtreesearch


Publications

  • WebGraphEval: Multi-Turn Trajectory Evaluation for Web Agents using Graph Representation
    Yaoyao Qian, Yuanli Wang, Jinda Zhang, Yun Zong, Meixu Chen, Hanhan Zhou,
    Jindan Huang, Yifan Zeng, Xinyu Hu, Chan Hee Song, Danqing Zhang
    MTI-LLM @ NeurIPS 2025 (Poster)

  • VisualTreeSearch: Understanding Web Agent Test-time Scaling
    Danqing Zhang, Yaoyao Qian, Shiying He, Yuanli Wang, Jingyi Ni, Junyu Cao
    ECML-PKDD 2025 (Demo Track)

  • LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications
    Danqing Zhang, Balaji Rama, Jingyi Ni, Shiying He, Fu Zhao, Kunyu Chen,
    Arnold Chen, Junyu Cao
    NAACL 2025 (System Demonstration Track)

  • Tutorial on Landing Generative AI in Industrial Social and E-commerce Recsys
    WWW 2025 Tutorial

  • Tutorial on Landing Generative AI in Industrial Social and E-commerce Recsys
    CIKM 2024 Tutorial

  • Survey for Landing Generative AI in Social and E-commerce Recsys — Industry Perspectives
    KDD GenAIRecP 2024 Workshop


Current projects

Robotics & Embodied AI

  • Vision-Language Grasping (SAM3 + GraspNet) — language-guided robotic grasping using state-of-the-art segmentation and grasp prediction

Past projects (selected)

  • LiteMultiAgent — LLM-based multi-agent library
  • LiteWebAgent — VLM-based web-agent applications
  • LiteGUIAgent — VLM-based computer-control agent
  • VisualTreeSearch — test-time tree search visualization for web agents
  • Awesome AI Agents — curated resources on AI agents
  • Natural Language Terminal — natural language → OS commands
  • ARC AGI Experiments — advanced reasoning experiments
  • Awesome ARC AGI — ARC & AGI research resources
  • 3D Embodied Agent for Roblox — embodied AI in 3D game environments
  • Awesome 3D Embodied AI — curated embodied AI resources

Services (community resources)

We provide access to shared community resources, including:

  • Computing Resources — GPU machines (e.g., RTX 5090 laptop, RTX 3090 workstation)
  • Robot Access — SO-ARM100/101, LeKiwi, TurtleBot 4, myCobot 280, and more
  • Hardware & Equipment — 3D printers (Bambu Lab P1S / A1) and prototyping support
  • Professional Development — mentorship and research collaboration

In-person hardware access:
Burlingame Library Easton Branch
1800 Easton Dr, Burlingame, CA 94010


Opportunities / Collaborations

We welcome researchers, students, developers, and enthusiasts:

  • Research Fellow — General Application
  • Operations Fellow — General Application
  • General Interest Intake
  • Collaborative research with labs, industry, and independent researchers

Contact

📧 [email protected]
🔒 Privacy policy: https://www.pathonai.org/privacy-policy

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  1. LiteWebAgent LiteWebAgent Public archive

    [NAACL2025] LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications

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  2. LiteMultiAgent LiteMultiAgent Public archive

    The Library for LLM-based multi-agent applications

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  3. awesome-ai-agents awesome-ai-agents Public

    Collection of Materials on AI Agents

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  4. VisualTreeSearch-Demo VisualTreeSearch-Demo Public

    [ECML-PKDD2025] Visual Tree Search of Web Agent

    Python 38 8

  5. NaturalLanguageTerminal NaturalLanguageTerminal Public archive

    A terminal interface that understands natural language commands instead of complex syntax

    Python 18 6

  6. awesome-3d-embodied-ai awesome-3d-embodied-ai Public

    Collection of Materials on 3D embodied ai agents

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