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Електронні книги Sieci komputeroweДеталі електронної книги: AI Networking Cookbook. Practical recipes for...
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AI Networking Cookbook. Practical recipes for AI-assisted network automation and development
Eric Chou, John Capobianco
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EЛЕКТРОННА КНИГА
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Transform your approach to network automation with the power of AI LLM assistants guided by hands-on recipes for building custom automation solutions quickly using artificial intelligence.
You’ll learn tools and techniques such as Vibe coding for conversational development, OpenAI API scripts, prompt engineering for better outputs, local LLM fine-tuning, combining models with LangChain, and Streamlit-based frontends development. The book progresses from simple Python scripts to advanced AI-assisted automation techniques, including multi-vendor API integration, showing you how AI can enhance network configuration, monitoring, security, and troubleshooting.
Each recipe presents realistic mock data, complete code examples, and step-by-step guidance, creating a safe environment for experimentation while building a solid foundation for future production use. Whether you want to automate routine configuration, implement AI-driven troubleshooting, or build compliance monitoring systems, this cookbook helps you connect your networking expertise with the capabilities of modern AI.
You’ll learn tools and techniques such as Vibe coding for conversational development, OpenAI API scripts, prompt engineering for better outputs, local LLM fine-tuning, combining models with LangChain, and Streamlit-based frontends development. The book progresses from simple Python scripts to advanced AI-assisted automation techniques, including multi-vendor API integration, showing you how AI can enhance network configuration, monitoring, security, and troubleshooting.
Each recipe presents realistic mock data, complete code examples, and step-by-step guidance, creating a safe environment for experimentation while building a solid foundation for future production use. Whether you want to automate routine configuration, implement AI-driven troubleshooting, or build compliance monitoring systems, this cookbook helps you connect your networking expertise with the capabilities of modern AI.
- 1. The AI LLM Landscape and Key Parameters
- 2. OpenAI Recipes for Network Engineers
- 3. Prompt Engineering for Reliable Outputs
- 4. Local AI LLM Playground in Network Engineering
- 5. LangChain for Networking Tasks
- 6. Building an AI LLM Network Application Frontend with Streamlit
- 7. Building AI LLM Application Backends
- 8. Building a Network Co-Pilot
- 9. Network Monitoring and Performance Use Cases with MCP
- 10. Network Security through Vibe Coding
- Назва:AI Networking Cookbook. Practical recipes for AI-assisted network automation and development
- Автор:Eric Chou, John Capobianco
- Оригінальна назва:AI Networking Cookbook. Practical recipes for AI-assisted network automation and development
- ISBN:9781805807988, 9781805807988
- Дата видання:2026-01-14
- Формат:Eлектронна книга
- Ідентифікатор видання: e_4l9z
- Видавець: Packt Publishing
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