{"repo":"Princeton-AI2-Lab/Avenir-Web","free":true,"listed":false,"github":"https://github.com/Princeton-AI2-Lab/Avenir-Web","clone":"git clone https://github.com/Princeton-AI2-Lab/Avenir-Web.git","description":"Official implementation of the paper: \"Avenir-Web: Human-Experience-Imitating Multimodal Web Agents with Mixture of Grounding Experts\"","language":"Python","stars":32,"topics":["browser","browser-automation","gui","gui-application","llm","llm-agent","web-app","web-use"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Avenir-Web Princeton AI for Accelerating Invention Lab Authors: Aiden Yiliu Li, Xinyue Hao, Shilong Liu, Mengdi Wang Abstract Avenir-Web is an autonomous web agent framework designed for reliable execution of long-horizon tasks on complex, dynamic web interfaces. Addressing challenges in element grounding and long-term task tracking, it introduces a modular architecture combining Mixture of Grounding Experts (MoGE), Experience-Imitation Planning (EIP), and Adaptive Memory with Task-Tracking Checklists. This approach establishes a new open-source state-of-the-art on the Online-Mind2Web benchmark, bridging the performance gap with proprietary models in real-world deployments. News - 2026-03-05 : Added repository-level SKILL.md to define the Avenir-Web agent skill workflow (mode selection, instruction design, single/batch execution, API requirements, and reporting contract). Installation Requirements: - Python 3.11 (recommended; =3.9 supported) - Playwright browsers (Chromium recommended) - A model provider API key (OpenRouter preferred) From the repository root: API Keys Recommended (environment variable): Or set it in src/config/batch experiment.toml under [api keys] ( openrouter api key = \"...\" ). Environment variables take precedence. Quickstart Reproduce the Example Batch Run The example configuration runs a batch from data/example.json and writes artifacts to the directory configured by basic.save file dir in src/config/batch experiment.toml . Single-Task Convenience Scrip","default_branch":null,"files":null,"tree":[],"storefront":"/r/Princeton-AI2-Lab","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Princeton-AI2-Lab/Avenir-Web/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}