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HN758: How Selector Built an AI Language Model for Networking (Sponsored)
Nov 15, 2024
John Capobianco, an expert in network automation and AI at Selector, discusses the revolutionary impact of AI on networking operations. He dives into the customization of AI language models specifically for networks, enhancing job performance and simplifying management. The conversation highlights real-world applications, the integration of natural language queries, and the benefits of tailored models for data privacy. Capobianco also shares insights on the upcoming Packet Copilot tool, designed to aid engineers in analyzing network data effortlessly.
55:54
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Quick takeaways
- Selector.ai utilizes AI to enhance network operations through customized language models that provide actionable insights from network data.
- The network language model by Selector.ai offers near real-time fine-tuning, allowing rapid adaptation to the evolving network conditions.
Deep dives
Introduction of AI in Network Operations
Artificial intelligence (AI) is becoming increasingly valuable in network operations, especially through the work of companies like Selector.ai. Selector.ai specializes in AIOps for networking and not only processes existing documentation but also taps into the data generated by networks to draw meaningful insights. The approach emphasizes a customized integration of large language models, specifically fine-tuning them to cater to individual network environments. This is seen as a significant step beyond traditional methods, promising enhanced operational efficiency and more accurate network management.
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