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AI Agents: An Artificially Intelligent Network Engineer Analytics Table
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About AI Agents: An Artificially Intelligent Network Engineer
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š AI Agents: Not Just the FutureāTheyāre the Present! š Iām beyond excited to share something incredibleāa fully functional AI Agent that operates a Cisco IOS XE router through natural language commands. This isnāt just a concept. Itās real, itās working, and itās built with only 425 lines of Python! 𤯠š ļø Key Highlights: ā No pyATS job files. No hardcoded scripts. ā Decorated pyATS functions as tools for the AI Agent to use dynamically. ā Powered by Ollama and Command-R7B (local, private, free, and confidential). ā Directly manages network devices like a junior network engineer wouldābut faster and smarter. š What can it do? Interpret natural language commands. Execute real-time configurations on Cisco IOS XE routers. Provide instant, accurate insightsācompletely autonomously. Full configuration management ! š” Why this matters: AI Agents arenāt some distant future of 2025ātheyāre here, now. This is a real-world example of how AI can transform IT operations today, saving time, reducing human error, and empowering engineers to focus on strategic tasks. This isnāt a prototype. Itās a free, local, and confidential AI Agent ready to revolutionize how we interact with network infrastructure. Imagine scaling this across your entire network. The possibilities are endless. Oh and because it's using pyATS - it's very fast. This took seconds to perform even though I am constrained by my local GPU (and RTX 2060 in case you are wondering) Look at the logs - you can see the tail end of the pyATS job running and the "show ip interface brief GigabitEthernet1" command being parsed to JSON and then a final /api/generate call to give me the human answer ! š Curious about how this works or how to bring AI Agents into your operations? Letās connect and explore the futureātoday! Get the code here: https://github.com/automateyournetwork/ReACT_AI_Agent_for_Cisco_IOS_XE hashtag#AI hashtag#NetworkAutomation hashtag#AIOps hashtag#Cisco hashtag#LangChain hashtag#pyATS hashtag#Ollama hashtag#NetworkEngineering hashtag#TechInnovation hashtag#Automation hashtag#network hashtag#agents hashtag#artificialintelligence hashtag#cohere
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