{"id":25241365,"url":"https://github.com/exios66/langchain-agents","last_synced_at":"2025-10-08T01:40:33.831Z","repository":{"id":274893932,"uuid":"924412703","full_name":"Exios66/Langchain-Agents","owner":"Exios66","description":null,"archived":false,"fork":false,"pushed_at":"2025-03-15T19:31:37.000Z","size":186,"stargazers_count":1,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-15T20:25:55.908Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://exios66.github.io/Langchain-Agents/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Exios66.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","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":"2025-01-30T00:24:14.000Z","updated_at":"2025-03-15T19:31:41.000Z","dependencies_parsed_at":"2025-01-30T01:23:20.951Z","dependency_job_id":"3295d6bd-d688-44d4-bea9-2f5b2a7260fa","html_url":"https://github.com/Exios66/Langchain-Agents","commit_stats":null,"previous_names":["exios66/langchain-agents"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exios66%2FLangchain-Agents","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exios66%2FLangchain-Agents/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exios66%2FLangchain-Agents/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exios66%2FLangchain-Agents/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Exios66","download_url":"https://codeload.github.com/Exios66/Langchain-Agents/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247394843,"owners_count":20932013,"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":"2025-02-11T21:04:58.337Z","updated_at":"2025-10-08T01:40:28.772Z","avatar_url":"https://github.com/Exios66.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Multi-Agent Workflow Framework\n\nA powerful framework for managing and executing workflows across multiple AI agents.\n\n## Features\n\n- Multiple agent support (Professor Athena, Dr. Milgrim, YAAT)\n- Sequential, parallel, and hybrid workflow execution\n- Real-time status updates and monitoring\n- Secure API authentication\n- Rate limiting and request validation\n- Beautiful web interface\n- Configurable logging and monitoring\n\n## Setup\n\n1. Clone the repository:\n\n```bash\ngit clone https://github.com/yourusername/multi-agent-workflow.git\ncd multi-agent-workflow\n```\n\n2. Create and activate a virtual environment:\n\n```bash\npython -m venv venv\nsource venv/bin/activate  # On Windows: venv\\Scripts\\activate\n```\n\n3. Install dependencies:\n\n```bash\npip install -r requirements.txt\n```\n\n4. Set up environment variables:\n\n```bash\ncp .env.template .env\n```\n\nEdit the `.env` file with your configuration settings.\n\n## Configuration\n\nThe framework uses a hierarchical configuration system:\n\n1. Environment Variables (highest priority)\n2. `.env` file\n3. Default values in `config.py`\n\n### Required Configuration\n\n- `API_KEY`: Your secure API key for authentication\n- `DATABASE_URL`: Database connection string\n- `LOG_LEVEL`: Logging level (INFO, DEBUG, etc.)\n\n### Optional Configuration\n\n- `CORS_ORIGINS`: Allowed CORS origins (default: *)\n- `ALLOWED_HOSTS`: Allowed hosts (default: *)\n- `MAX_CONCURRENT_WORKFLOWS`: Maximum concurrent workflows\n- `MAX_WORKFLOW_TIME`: Maximum workflow execution time\n\n## Authentication\n\nThe API uses API key authentication. Include your API key in requests:\n\n```bash\ncurl -H \"X-API-Key: your_api_key\" http://localhost:8003/workflow/start/\n```\n\nOr use the web interface and enter your API key in the authentication form.\n\n## Rate Limiting\n\n- 100 requests per minute per client\n- Rate limit status available in response headers\n- Web interface shows rate limit warnings\n\n## API Endpoints\n\nSee [API_ENDPOINTS.md](docs/API_ENDPOINTS.md) for detailed API documentation.\n\n## Web Interface\n\nAccess the web interface at `http://localhost:8003`:\n\n1. Enter your API key in the authentication form\n2. Create and monitor workflows\n3. View real-time status updates\n4. Access workflow history and results\n\n## Development\n\n1. Install development dependencies:\n\n```bash\npip install -r requirements-dev.txt\n```\n\n2. Run tests:\n\n```bash\npytest tests/\n```\n\n3. Start the development server:\n\n```bash\npython run.py\n```\n\n## Security Best Practices\n\n1. Never commit `.env` files\n2. Use strong, unique API keys\n3. Regularly rotate API keys\n4. Monitor API usage and rate limits\n5. Keep dependencies updated\n\n## Contributing\n\n1. Fork the repository\n2. Create a feature branch\n3. Make your changes\n4. Submit a pull request\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n```bash\nmulti_agent_framework/\n│── agents/\n│   ├── agent_a.py\n│   ├── agent_b.py\n│   ├── subgraph.py\n│── core/\n│   ├── state.py\n│   ├── workflow.py\n│   ├── graph_builder.py\n│── integrations/\n│   ├── human_review.py\n│   ├── streaming.py\n│   ├── error_handling.py\n│── run.py\n│── requirements.txt\n│── README.md\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fexios66%2Flangchain-agents","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fexios66%2Flangchain-agents","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fexios66%2Flangchain-agents/lists"}