Multimodal AI Agents with Long-Term Memory

Multimodal agents process video, images, and text, but forget everything when the conversation ends. Build agents with scalable chat memory using MCP servers and a managed vector store.

MultimodalMCPS3 VectorsLong-Term Memory

Speaker

Elizabeth Fuentes Leone

Elizabeth Fuentes Leone

Developer Advocate

Resources

Multi-Modal Travel Planning Agent in Minutes

Build a multimodal agent with image understanding and MCP tools

Build Production AI Agents with Managed Long-Term Memory

S3 Vectors + AgentCore for scalable memory

Sample: Multimodal Agent Tutorial

Repositorio completo con el agente multimodal

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