I’ve been reviewing some old RAG code I wrote a year ago and boy has it not aged well. For context: frequently, I’ll need to do what I call a fast “literature” pass. What’s the latest opinion on long context vs. RAG? What’s new for agentic retrieval? Where does hybrid search fit in 2026?

I depend heavily on arxiv papers for this. Using a SERP API...