Mastra Memory

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

agentsintermediate

The mastra-memory pattern demo is being prepared.

Download the pattern to try it with your API key

Install this lab

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

Adapt this pattern for your specific use case and requirements.

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

Create a Mastra agent with tools, register it in a Mastra instance, and call it with generate() or stream().

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