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Build a Support Agent with Vercel AI SDK - Full Tutorial

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Overview

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This tutorial builds a customer support AI agent using retrieval-augmented generation, embeddings, vector databases, and the Vercel AI SDK. It covers structured outputs, tool calling, agentic retrieval routing, and web search.

Syllabus

Customer Support AI Agent Intro
Retrieval Augmented Generation Refresher
Embeddings Recap
Vector Database Embed Documents
Vector Database Retrieval
Challenge: Vector Database Retrieval
Vector Database Text Splitting and Retrieval
Vercel AI SDK Basics
Challenge: Vercel AI SDK Basics
Vercel AI SDK Structured Outputs
Challenge: Vercel AI SDK Structured Outputs
Vercel AI SDK Tool Calling
Challenge: Vercel AI SDK Tool Calling
Agentic Retrieval Routing
Challenge: Agentic Retrieval Routing
Web Search AI Agent

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