DeepExtension RAG as AI's Knowledge Plugin

In this video, we demonstrate how Retrieval-Augmented Generation (RAG) turns your LLM into a knowledge-aware assistant — capable of accessing and reasoning over the most recent information. Our example: feeding the latest sports news into the LLM. You'll see how to upload a file, generate embeddings, build a knowledge base, and load it into the model before inference — so the LLM can respond with up-to-date and context-aware answers. Key highlights: • Upload and process documents with an embedding model • Create and manage a knowledge base • Use RAG to enrich LLM responses with relevant cont…