Building AI Agents For Network Operations Design LLM Powered NetOps Workflows With Python Ollama MCP And Tool Calling (Sif Baksh)

Building AI Agents For Network Operations Design LLM Powered NetOps Workflows With Python Ollama MCP And Tool Calling (Sif Baksh)

Building AI Agents for Network Operations
by Sif Baksh

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ISBN:Publisher: Packt • Year: 2026
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[color=#55acee]🌐 Language: English

[color=#ff9900]📋 INFO: English | July 29, 2026 | ASIN: B0HB52BQHB | 339 pages | Epub | 23 MB

[color=#888888]📝 DESCRIPTION: Build AI-assisted network troubleshooting workflows that parse CLI output, call approved tools, use MCP, and keep evidence visible for reviewKey FeaturesBuild local LLM workflows for NetOps using Python, Ollama, and validated CLI dataCreate troubleshooting agents that use memory, approved tools, and clear evidencePackage reusable network tools with MCP and plan controlled read-only pilotsBook DescriptionNetwork troubleshooting is full of clues, but they are often buried in noisy alerts, long CLI output, missing topology context, and incomplete handoffs. Building AI Agents for Network Operations shows how to use AI agents, LLMs, and network automation in a controlled way, so engineers can get clearer evidence without giving up validation or operational control.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

[color=#ff9900]📦 Download Info
Folder: Building AI Agents For Network Operations Design LLM Powered NetOps Workflows With Python Ollama MCP And Tool Calling
Format: EPUB
Total Size: 23.49 MB

📋 File List:
📅 31-07-2026 | ⏰ 19:53 UTC

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📌 Building AI Agents For Network Operations.epub (Sif Baksh) (2026) (23.48 MB)

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