Add an AI Chatbot That Operates on Your Content

Add an AI chatbot to your existing Next.js + Sanity project. The chatbot connects to the Content Lake via Context MCP, giving the LLM structured, schema-aware access to your content. It can answer questions, run GROQ queries, and reason over your data, not just match keywords.

What this gives you:

• A chat widget in your Next.js app connected to an LLM
• Schema-aware content access: the agent understands your content model, not just text similarity
• Semantic search layered on top of structural GROQ queries against the Content Lake
• Client-side tools for page context and screenshots

Prerequisites

Before starting, confirm:

1. Existing Next.js app (App Router) with a working frontend
2. Existing Studio (v5.1.0+), either embedded or separate
3. Sanity project credentials available