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Set an environment variable called `OPENAI_API_KEY` with your API key. Alternatively, in most IDEs such as Visual Studio Code, you can create an `.env` file at the root of your repo containing `OPENAI_API_KEY=\u003cyour API key\u003e`, which will be picked up by the notebooks.\n\n# Swarms Cookbook Examples Index\n\nThis index provides a categorized list of examples and tutorials for using the Swarms Framework across different industries. Each example demonstrates practical applications and implementations using the framework.\n\n## Finance \u0026 Trading\n\n| Name | Description | Link |\n|------|-------------|------|\n| Tickr-Agent | Financial analysis agent for stock market data using multithreaded processing and AI integration | [View Example](https://github.com/The-Swarm-Corporation/Cookbook/blob/main/cookbook/enterprise/finance/multi_agent/Swarms_Cookbook_Tickr_Agent.ipynb) |\n| CryptoAgent | Real-time cryptocurrency data analysis and insights using CoinGecko integration | [View Example](https://github.com/The-Swarm-Corporation/Cookbook/blob/main/cookbook/enterprise/finance/multi_agent/Swarms_Cookbook_CryptoAgent.ipynb) |\n| 10-K Analysis (Custom) | Detailed analysis of SEC 10-K reports using specialized agents | [View Example](https://github.com/The-Swarm-Corporation/Cookbook/blob/main/cookbook/enterprise/finance/multi_agent/swarms_finance_10k_analysis_custom.ipynb) |\n| 10-K Analysis (AgentRearrange) | Mixed sequential and parallel analysis of 10-K reports | [View Example](https://github.com/The-Swarm-Corporation/Cookbook/blob/main/cookbook/enterprise/finance/multi_agent/swarms_finance_10k_analysis_agentrearrange.ipynb) |\n\n## Healthcare \u0026 Medical\n\n| Name | Description | Link |\n|------|-------------|------|\n| MedInsight Pro | Medical research summarization and analysis using AI-driven agents | [View Example](https://github.com/The-Swarm-Corporation/Cookbook/blob/main/cookbook/enterprise/medical/physical_therapy/Swarms_Cookbook_MedInsight_Pro.ipynb) |\n| Athletics Diagnosis | Diagnosis and treatment system for extreme athletics using AgentRearrange | [View Example](https://github.com/The-Swarm-Corporation/Cookbook/blob/main/cookbook/enterprise/medical/physical_therapy/swarms_diagnosis_treatment_extreme_athletics.ipynb) |\n\n## Marketing \u0026 Content\n\n| Name | Description | Link |\n|------|-------------|------|\n| NewsAgent | Real-time news aggregation and summarization for business intelligence | [View Example](https://github.com/The-Swarm-Corporation/Cookbook/blob/main/cookbook/enterprise/marketing/news/Swarms_Cookbook_NewsAgent.ipynb) |\n| Social Media Marketing | Spreadsheet-based content generation for multi-platform marketing | [View Example](https://github.com/The-Swarm-Corporation/Cookbook/blob/main/cookbook/enterprise/marketing/content_generation/swarms_spreadsheet_analysis_walkthrough.ipynb) |\n\n## Accounting \u0026 Finance Operations\n\n| Name | Description | Link |\n|------|-------------|------|\n| Accounting Agents | Multi-agent system for financial projections and risk assessment | [View Example](https://github.com/The-Swarm-Corporation/Cookbook/blob/main/cookbook/enterprise/accounting/multi_agent/accounting_agents_for_moa.ipynb) |\n\n## Workshops \u0026 Tutorials\n\n| Name | Description | Link |\n|------|-------------|------|\n| GPTuesday Event | Example of creating promotional content for tech events | [View Example](https://github.com/The-Swarm-Corporation/Cookbook/blob/main/cookbook/workshops/sep_6_workshop/gptuesday_swarm.py) |\n\n## Additional Resources\n\n| Platform | Link | Description |\n|----------|------|-------------|\n| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |\n| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |\n| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |\n| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |\n| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |\n| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |\n| 🎫 Events | [Sign up here](https://lu.ma/5p2jnc2v) | Join our community events |\n\n\n\n## Contributing\n\nThe Swarms Cookbook is a community-driven resource. Whether you're submitting an idea, fixing a typo, adding a new guide, or improving an existing one, your contributions are greatly appreciated!\n\nBefore contributing, read through the existing issues and pull requests to see if someone else is already working on something similar. That way you can avoid duplicating efforts.\n\nIf there are examples or guides you'd like to see, feel free to suggest them on the [issues page](https://github.com/The-Swarm-Corporation/Cookbook/issues).\n\nIf you'd like to contribute new content, make sure to read through our [contribution guidelines](/CONTRIBUTING.md). We welcome high-quality submissions of new examples and guides, as long as they meet our criteria and fit within the scope of the cookbook.\n\n[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new?hide_repo_select=true\u0026ref=main\u0026repo=468576060\u0026machine=basicLinux32gb\u0026location=EastUs)\n\n\n# License \n\nMIT\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FThe-Swarm-Corporation%2FCookbook","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FThe-Swarm-Corporation%2FCookbook","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FThe-Swarm-Corporation%2FCookbook/lists"}