I’ve been thinking about the fastest way to get a RAG system live. There’s the obvious approach: start with a blank canvas and build it yourself. But there’s also marketplace templates that supposedly get you going fast.
The thing I’m trying to understand is whether marketplace templates actually save time or if they just move the complexity around. Like, do they come with pre-configured integrations to common sources, or do you still have to do most of the wiring anyway?
From what I’ve read, templates can rapidly deploy a retrieval-augmented generation flow for customer FAQs, and you can customize them as needed. But what does “customize” actually mean? Are you tweaking configuration settings, or are you essentially rebuilding the pipeline?
And practically speaking, if you’re starting from a template, how different is the deployment timeline? Is it like half the time? A third of the time?
I’m trying to figure out if the real value is in the template itself or in having a reference implementation that shows you how to wire things together correctly.