Build an AI context builder that interviews the user with targeted questions to gather the exact information an agent needs before starting a complex task. This Vercel AI SDK pattern reduces hallucination and improves output quality by ensuring agents have complete, accurate context.
- Onboarding flows that gather user preferences before personalized recommendations
- Brief-collection bots for creative projects before generation begins
- Requirements gathering for code generation or document drafting
- Dynamic intake forms driven by LLM question generation
Tech stack
Vercel AI SDKNext.jsTypeScriptZodAnthropic Claude
npx shadcn@latest add https://shadcnagents.com/r/ai-human-in-the-loop-agentic-context-builder