{"id":17789515,"url":"https://github.com/benderscript/netvision","last_synced_at":"2025-04-02T00:45:53.128Z","repository":{"id":235418659,"uuid":"790567762","full_name":"BenderScript/netvision","owner":"BenderScript","description":"Network Topology Image Analsysis","archived":false,"fork":false,"pushed_at":"2024-10-16T13:46:08.000Z","size":34000,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-07T16:28:56.361Z","etag":null,"topics":["cisco","gpt-4-vision","images","networking","topology","vision"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/BenderScript.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}},"created_at":"2024-04-23T05:50:16.000Z","updated_at":"2024-10-16T13:46:12.000Z","dependencies_parsed_at":"2024-05-15T14:42:01.599Z","dependency_job_id":null,"html_url":"https://github.com/BenderScript/netvision","commit_stats":null,"previous_names":["benderscript/netvision"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BenderScript%2Fnetvision","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BenderScript%2Fnetvision/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BenderScript%2Fnetvision/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BenderScript%2Fnetvision/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BenderScript","download_url":"https://codeload.github.com/BenderScript/netvision/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246735364,"owners_count":20825224,"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":["cisco","gpt-4-vision","images","networking","topology","vision"],"created_at":"2024-10-27T10:32:56.679Z","updated_at":"2025-04-02T00:45:53.094Z","avatar_url":"https://github.com/BenderScript.png","language":"Python","readme":"# NetVision - A GenAI Application for Networking Topology Image Analysis\n\nThis application leverages Streamlit and OpenAI's GPT-4V model to analyze networking topology images. It provides a user-friendly interface that allows users to upload images of network topologies and receive insights and analyses generated by the GPT-4V model.\n\n## Features\n\n- Upload interface for network topology images.\n- Real-time analysis of images using OpenAI's GPT-4V.\n- Interactive chat interface to discuss and query network topology features.\n- Session state management to maintain interaction history.\n\n## Application Demo\n\nSee the application in action:\n\n![Network Topology Visualization](./resources/gifs/netvision.gif)\n\n## Prerequisites\n\n- Python 3.12+\n- Poetry for dependency management\n- An OpenAI API key or Azure OpenAI deployment with vision support\n\n## Installation\n\n### Setting Up the Environment\n\n1. **Clone the repository:**\n   ```bash\n   git clone https://your-repository-url\n   cd your-project-directory\n   ```\n\n2. **Install dependencies using Poetry:**\n   ```bash\n   poetry install\n   ```\n\n### Configuring the OpenAI API Key\n\n1. **Create a `.env` file in the root directory of the project and add your OpenAI API key:**\n   ```\n   OPENAI_API_KEY=your_openai_api_key\n   ```\n\n2. Alternatively create a .env.azure and add your information such as:\n   ```bash\n   AZURE_OPENAI_API_KEY=\u003ckey\u003e\n   AZURE_OPENAI_ENDPOINT=\u003cAzure endpoint URL\u003e\n   AZURE_OPENAI_API_VERSION=2024-02-15-preview\n   AZURE_OPENAI_DEPLOYMENT=\u003cyour deployment name\u003e\n   ```\n\n## Running the Application\n\nTo run the Streamlit application, use Poetry to handle the environment:\n```bash\npoetry run streamlit run main.py\n```\nNavigate to `http://localhost:8501` in your web browser to interact with the application. Upload your network topology images to receive detailed analyses and insights.\n\n## Contributing\n\nContributions are welcome! Please read `CONTRIBUTING.md` for how to contribute to this project.\n\n## License\n\nThis project is licensed under the Apache-2.0 - see the [LICENSE](LICENSE.md) file for details.\n\n## Acknowledgments\n\n- Streamlit for providing an excellent platform to build interactive apps.\n\n## Support\n\nFor support, open an issue in the GitHub repository or contact the project maintainers.\n\n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbenderscript%2Fnetvision","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbenderscript%2Fnetvision","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbenderscript%2Fnetvision/lists"}