Cache the Vercel AI SDK in your onboarding assistant with Crowkis
Building onboarding assistants on the Vercel AI SDK? Add a semantic cache so every new hire asking the same first questions stop costing full price.
Onboarding assistants built on the Vercel AI SDK share one problem: every new hire asking the same first questions. Each repeat is a full-price the Vercel AI SDK call for an answer you already have.
Put a semantic cache in front. Point the Vercel AI SDK's base URL at the Crowkis OpenAI-compatible gateway, or wrap the call in get-or-compute, and reworded repeats are served from cache, no rewrite of your onboarding assistants logic.
base_url = "http://127.0.0.1:6380/v1" # Crowkis gateway, semantic cache in front
On repetitive traffic this cuts costs up to 60-70% on repetitive workloads, and every hit carries a confidence score so reuse stays safe. It's one self-hosted binary, Redis-compatible, free to run.