🎬 The Future of RAG is Agentic — Learn this Strategy NOW
Video Details
Channel: Cole Medin URL: https://www.youtube.com/watch?v=_R-ff4ZMLC8 Relevance: ⭐⭐⭐⭐
Summary
Cole Medin argues that the future of RAG is agentic: rather than a fixed retrieve-then-generate pipeline, agents decide dynamically whether to retrieve, what to retrieve, how many documents to retrieve, and when to stop. Demonstrates an adaptive RAG agent that self-evaluates retrieval quality and re-queries if unsatisfied.
PUMA Relevance
The adaptive RAG pattern is PUMA Stage 4’s north star: the triage agent should evaluate whether the retrieved historical issues are actually similar enough to inform classification, and re-query with different search terms if not. Currently PUMA Stage 4 uses fixed top-k retrieval; this video shows the path to adaptive retrieval.