{"id":28325710,"url":"https://github.com/pathonaiorg/visualtreesearch-demo","last_synced_at":"2025-06-25T05:04:59.856Z","repository":{"id":282287920,"uuid":"946246723","full_name":"PathOnAIOrg/VisualTreeSearch-Demo","owner":"PathOnAIOrg","description":"[ECML-PKDD2025] Visual Tree Search of Web Agent","archived":false,"fork":false,"pushed_at":"2025-06-17T23:30:26.000Z","size":5703,"stargazers_count":23,"open_issues_count":1,"forks_count":7,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-06-23T15:49:23.941Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://visual-tree-search.pathonai.org/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/PathOnAIOrg.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-03-10T20:58:39.000Z","updated_at":"2025-06-19T14:50:12.000Z","dependencies_parsed_at":"2025-05-07T01:22:00.077Z","dependency_job_id":"fabd9c56-acd8-4711-9dc9-168de80a237e","html_url":"https://github.com/PathOnAIOrg/VisualTreeSearch-Demo","commit_stats":null,"previous_names":["pathonai/visualtreesearch","pathonai/visualtreesearch-demo","pathonaiorg/visualtreesearch-demo"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/PathOnAIOrg/VisualTreeSearch-Demo","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PathOnAIOrg%2FVisualTreeSearch-Demo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PathOnAIOrg%2FVisualTreeSearch-Demo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PathOnAIOrg%2FVisualTreeSearch-Demo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PathOnAIOrg%2FVisualTreeSearch-Demo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PathOnAIOrg","download_url":"https://codeload.github.com/PathOnAIOrg/VisualTreeSearch-Demo/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PathOnAIOrg%2FVisualTreeSearch-Demo/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261808048,"owners_count":23212687,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-05-25T21:35:55.273Z","updated_at":"2025-06-25T05:04:59.827Z","avatar_url":"https://github.com/PathOnAIOrg.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# VisualTreeSearch\n\nA powerful web agent visualization tool that helps you understand and analyze web automation processes through visual tree search.\n\n## News\n* 06/16/2025 - \"VisualTreeSearch: Understanding Web Agent Test-time Scaling\" was accepted by ECML-PKDD 2025.\n* 04/28/2025 - Released this Open Source Repo: [visual tree search](https://github.com/PathOnAIOrg/VisualTreeSearch-Demo).\n\n\n## 🌐 Live Demo\n\n[![Watch the video](https://img.youtube.com/vi/stRNDePQGV0/hqdefault.jpg)](https://www.youtube.com/embed/stRNDePQGV0)\n\nVisit our live demo at: [visual-tree-search.pathonai.org](https://visual-tree-search.pathonai.org)\n\n## 🌟 Features\n\n- Interactive visualization of web agent actions\n- Real-time tree search visualization\n- Modern and responsive UI\n- Comprehensive web automation analysis\n\n## 🛠️ Tech Stack\n\n### Frontend\n- **Framework**: NextJS 14\n- **Styling**: TailwindCSS\n- **UI Components**: Shadcn UI\n- **Deployment**: Vercel\n\n### Backend\n- **Framework**: FastAPI\n- **Deployment**: AWS ECS\n\n### Browser Service\n- **Framework**: FastAPI\n- **Deployment**: AWS ECS\n- **Browser Engine**: Chromium (via Playwright)\n\n### State Reset\n- **Framework**: FastAPI\n- **Deployment**: AWS EC2\n- **Database Access**: SQLAlchemy ORM connecting to MariaDB (using MySQL-compatible interface)\n\n## 🚀 Getting Started\n\n### Prerequisites\n- Node.js (Latest LTS version)\n- Python 3.8+\n- npm or yarn\n- Git\n\n### Installation\n\n1. Clone the repository\n```bash\ngit clone https://github.com/PathOnAI/VisualTreeSearch-Demo.git\ncd VisualTreeSearch-Demo\n```\n\n2. Backend Setup\n```bash\n# Navigate to backend directory\ncd visual-tree-search-backend\n\n# Create and activate virtual environment (recommended)\npython -m venv venv\nsource venv/bin/activate  # On Windows use: venv\\Scripts\\activate\n\n# Install dependencies\npip install -r requirements.txt\npip install uvicorn[standard]  # Install uvicorn with standard extras\n```\n\n3. Frontend Setup\n```bash\n# Navigate to frontend directory\ncd ../visual-tree-search-app\n\n# Install dependencies\nnpm install\n\n# Create .env file\necho \"NEXT_PUBLIC_BACKEND_URL=http://127.0.0.1:3000\" \u003e .env\n```\n\n### Local Development\n\n#### Backend\n1. Navigate to backend directory:\n```bash\ncd visual-tree-search-backend\n```\n\n2. Activate virtual environment (if not already activated):\n```bash\nsource venv/bin/activate  # On Windows use: venv\\Scripts\\activate\n```\n\n3. Run the FastAPI server:\n```bash\nuvicorn app.main:app --host 0.0.0.0 --port 3000 --reload\n```\n\nNote: The `--reload` flag enables auto-reload when code changes are detected. Remove it in production.\n\n#### Frontend\n1. Open a new terminal and navigate to frontend directory:\n```bash\ncd visual-tree-search-app\n```\n\n2. Start the development server:\n```bash\nnpm run dev -- -p 3001\n```\n\nThe application should now be running at:\n- Frontend: http://localhost:3001\n- Backend: http://localhost:3000\n\n## 📝 Project Structure\n\n```\nVisualTreeSearch-Demo/\n├── visual-tree-search-app/        # Frontend application\n│   ├── src/                      # Source code\n│   ├── public/                   # Static files\n│   └── package.json             # Frontend dependencies\n├── visual-tree-search-backend/    # Backend API service\n│   ├── app/                     # Backend source code\n│   ├── requirements.txt         # Backend dependencies\n│   └── test/                    # Test files\n├── visual-tree-search-browser-service/  # Browser automation service\n└── visual-tree-search-state-reset/     # State management service\n```\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpathonaiorg%2Fvisualtreesearch-demo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpathonaiorg%2Fvisualtreesearch-demo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpathonaiorg%2Fvisualtreesearch-demo/lists"}