Building AI Agents for Network Operations. Design LLM-powered NetOps workflows with Python, Ollama, MCP, and tool calling Sif Baksh
angielski
- Autor:
- Sif Baksh
- Serie wydawnicze:
- Hands-on
- Wydawnictwo:
- Packt Publishing
- Ocena:
- Stron:
- 226
- Dostępne formaty:
-
PDFePub
Opis
książki
:
Building AI Agents for Network Operations. Design LLM-powered NetOps workflows with Python, Ollama, MCP, and tool calling
You will start with local LLM workflows using Ollama and Python, then use a simple RACE prompt structure to make repeatable NetOps tasks clearer, safer, and easier to review. You will parse interface and BGP output into structured data, build a chatbot that keeps troubleshooting context, and connect the model to approved tools for device status, interfaces, reachability, topology, and BGP health. You will then build an agentic troubleshooting loop, package reusable network tools with MCP, and learn how to evaluate these workflows against logging, approvals, observability, runbooks, feature flags, and read-only pilot readiness.
By the end of this book, you will have a practical path for turning AI ideas into NetOps workflows that can be tested in a lab, reviewed by your team, and adapted toward real-world network operations with the right controls.
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Szczegóły książki
- Tytuł oryginału:
- Building AI Agents for Network Operations. Design LLM-powered NetOps workflows with Python, Ollama, MCP, and tool calling
- ISBN Ebooka:
- 978-18-083-4682-8, 9781808346828
- Data wydania ebooka :
-
2026-07-29
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- Język publikacji:
- angielski
- Rozmiar pliku Pdf:
- 21MB
- Rozmiar pliku ePub:
- 25.7MB
- Zgłoś erratę
- Serie wydawnicze: Hands-on
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