A podcast about AI and network operations. How network engineers and network operations can benefit and improve their productivity by using LLMs and associated tools.
Searching for null0
Claim This Podcastby Kirk Byers
5.0(5 reviews)
2 episodes
Updated Weekly
Accepts GuestsHas SponsorsLocation 🇺🇸
6
Podcast Authority
BetaPoorBased on show quality, social media presence, reviews, charts, and more
Quality0
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YouTube0
Engagement27
Podcast Overview
A podcast about AI and network operations. How network engineers and network operations can benefit and improve their productivity by using LLMs and associated tools.
Language
🇺🇲
Publishing Since
11/19/2024
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6
Podcast Authority
BetaPoorBased on show quality, social media presence, reviews, charts, and more
Quality0
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Engagement27
5
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Recent Episodes
December 5, 2024
Network Engineers and Using AI Development Tools with Ryan Booth
Ryan Booth, Engineering Manager at Juniper, shares insights on managing AI development workflows, testing practices, and practical tips for network engineers working with AI tools to build applications using AI assistance.
November 19, 2024
Amplification of your Abilities, AI and Networking with John Capobianco
<p><strong>Summary<br></strong><br></p><p>In this podcast, Kirk Byers and John Capobianco discuss the impact of AI on network automation and engineering. They explore the significance of ChatGPT, the challenges of inference, and the concept of Retrieval-Augmented Generation (RAG). John shares insights on using LangChain for building AI applications, and the role of AI agents. The conversation emphasizes the importance of adapting to AI technologies and the potential for enhancing productivity in network engineering.</p><p><strong>Takeaways</strong></p><ul><li>ChatGPT marked a significant turning point in AI awareness.</li><li>Retrieval-Augmented Generation (RAG) enhances AI capabilities.</li><li>LangChain simplifies the integration of AI with network tools.</li><li>AI agents can automate complex tasks in network management.</li><li>Fine-tuning models can improve AI performance in specific domains.</li><li>AI can significantly reduce the time needed for project development.</li></ul><p><br></p><p><strong>Chapters<br></strong><br></p><p>00:00 - Introduction to AI and Network Automation</p><p>01:42 - The Impact of ChatGPT</p><p>05:50 - Understanding Hallucinations and Inference</p><p>09:53 - Retrieval-Augmented Generation (RAG) Explained</p><p>14:42 - Building with LangChain</p><p>18:37 - Exploring Models and Local LLMs</p><p>22:55 - Exploring Fine-Tuning and RAG Techniques</p><p>25:34 - Integrating AI with Network Data</p><p>29:34 - The Rise of AI Agents</p><p>34:28 - Modernizing Code</p><p>39:53 - Future Directions for Network Engineers</p><p><strong>Reference Materials<br></strong>Selector https://www.selector.ai/<strong><br></strong>John Capobianco YouTube Video on "Multi Agent AI for Network Automation" https://www.youtube.com/watch?v=8GwSIRGae10<br>LangChain https://www.langchain.com/<br>LlamaIndex https://www.llamaindex.ai/<br>Streamlit https://streamlit.io/</p>
2 total episodes available with 2 transcripts
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- What is Searching for null0?
- How often does this podcast release new episodes?
This podcast updates weekly.
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This podcast is available on 7 platforms including Apple Podcasts, Spotify, and more. You can also use the RSS feed directly.
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Yes, this podcast regularly features guests.
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