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Mastra RAG

Build a retrieval-augmented generation pipeline with document chunking, vector embeddings, and semantic search.

agentsadvanced

Interactive Demo Coming Soon

The mastra-rag pattern demo is being prepared.

Download the pattern to try it with your API key

Install this lab

Option 1: shadcn CLI

pnpm dlx shadcn@latest add https://ai-sdk-patterns.vercel.app/r/mastra-rag

Option 2: Copy or download

Use cases

Custom Applications

Adapt this pattern for your specific use case and requirements.

Learning & Prototyping

Use this pattern to learn AI SDK concepts and prototype new ideas.

Related labs

Mastra Memory

Add conversation memory to agents with message history, working memory for user preferences, and semantic recall.

RAG Pipeline

Retrieval-Augmented Generation: embed documents, store in a vector database, and retrieve context for grounded AI responses.