How RAG works [PREVIEW-Only]

2026-05-26T16:51:01Z • I applied for a teaching role. I wasn’t the right candidate, but I think the content may be useful to a wider technical audience. This is a small RAG walkthrough covering BM25, MiniLM embeddings, vector search, reranking, and local LLM generation. Full video on Arpeggio: https://arpeggio.one/media/video/exsToRakyQkbXEH3sqgbXOYD5ucwn9CeRFbXmEQwBtQ Must log in to view. #RAG #BM25 #MiniLM #VectorSearch #AIEngineering #LLM #SoftwareEngineering #ArpeggioOne

I applied for a teaching role. I wasn’t the right candidate, but I think the content may be useful to a wider technical audience. This is a small RAG walkthrough covering BM25, MiniLM embeddings, vector search, reranking, and local LLM generation. Full video on Arpeggio: https://arpeggio.one/media/video/exsToRakyQkbXEH3sqgbXOYD5ucwn9CeRFbXmEQwBtQ Must log in to view. #RAG #BM25 #MiniLM #VectorSearch #AIEngineering #LLM #SoftwareEngineering #ArpeggioOne