Vector Databases & RAG: What They Are, When They Work, and When They Don’t скачать в хорошем качестве

Vector Databases & RAG: What They Are, When They Work, and When They Don’t

Curious about what vector databases and RAG are and when they shine? Or perhaps when they fall short? We’ll keep theory to a minimum and focus on real examples, common pitfalls, and hands-on code. During the event, we’ll cover: What vector databases actually are and why they matter When vectors and RAG work well — with a correct end-to-end example When vector search fails and why “just a vector DB” isn’t enough How to use vectors inside a RAG pipeline to improve retrieval quality Technologies we’ll touch: LangChain, LangSmith, OpenAI, Neo4j, and agent patterns. Speaker: Andriy Stabryn, Engineering Director at Agiliway.