RAG & Vector Search

On October 25, 2025, the focus of the curated video collection centers on Retrieval-Augmented Generation (RAG) and vector search technologies, showcasing their transformative impact on data handling and AI applications. Notable among the videos is 'n8n RAG Reranker (Cohere) - Full Tutorial For Beginners' by Ryan & Matt Data Science, which serves as an essential guide for newcomers seeking to understand RAG methodologies. The collection also features 'RAG Pipelines for AI-Enhanced Discovery in Web Archives' by NDSA, illustrating the application of RAG in digital preservation. Furthermore, the 'n8n RAG Agent: Automating Podcast Transcript Embedding with Pinecone' video highlights innovative podcasting applications, while 'Building a RAG application from PDFs with Docling' explores document processing. This collection underscores the growing relevance of RAG in various sectors, particularly in enhancing search capabilities and content management systems, appealing to data scientists and AI developers alike.