{"id":8799,"date":"2025-10-29T14:22:22","date_gmt":"2025-10-29T21:22:22","guid":{"rendered":"https:\/\/selectoraidev.wpengine.com\/?post_type=resources&p=8799"},"modified":"2026-05-13T07:04:25","modified_gmt":"2026-05-13T14:04:25","slug":"building-your-first-rag-application-by-john-capobianco-ai-for-network-leaders-powered-by-selector","status":"publish","type":"resources","link":"https:\/\/www.selector.ai\/ja\/resource\/building-your-first-rag-application-by-john-capobianco-ai-for-network-leaders-powered-by-selector\/","title":{"rendered":"Building Your First RAG Application by John Capobianco: AI for Network Leaders Powered by Selector"},"content":{"rendered":"\n
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Building Your First RAG Application by John Capobianco<\/h4>\n\n\n\n

Selector\u2019s Head of DevRel, John Capobianco<\/strong> led a technical but accessible walkthrough of Retrieval-Augmented Generation (RAG) \u2014 explaining how it bridges the gap between LLMs and real operational data. He broke down RAG\u2019s six steps, showed where it fits in the AI evolution toward agents and MCP, and demonstrated how Selector uses these techniques to power new dashboard summarization features. From chunking and embedding data to ranking, clustering, and summarizing, the talk revealed how RAG underpins trustworthy AI for network operations\u2014and why it\u2019s still essential even with massive context windows and agentic AI on the rise.<\/p>\n\n\n\n

What You\u2019ll Learn<\/strong>:<\/h5>\n\n\n\n
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<\/path><\/svg><\/span>RAG Made Practical:<\/strong> How RAG connects LLMs to live data sources for context-aware, explainable answers that reduce hallucinations.<\/span><\/div>\n\n\n\n
<\/path><\/svg><\/span>Beyond Basic RAG:<\/strong> Techniques like RAG Fusion, Raptor trees, and GraphRAG to refine retrievals and generate more accurate insights.<\/span><\/div>\n\n\n\n
<\/path><\/svg><\/span>Selector in Action:<\/strong> A look at Selector\u2019s new one-click AI<\/strong><\/span><\/div>\n\n\n\n
<\/path><\/svg><\/span>Selector in Action:<\/strong> A look at Selector\u2019s new one-click AI summarization<\/strong>\u2014turning complex dashboards into simple, human-readable insights.<\/span><\/div>\n<\/div><\/div>\n\n\n\n

If you wish to watch the entire day of AI for Network Leaders click here. <\/a><\/p>\n<\/div>\n\n\n\n

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Watch the recording here<\/h4><\/div>\n\n\n\n