Why AI Agents Forget Everything

AWS Promotional Credits

Free AWS credits to run the demos. They expire soon, so redeem and use them right away. Apply the code in Billing and Cost Management, see the instructions link below.

How to Add Your AWS Promotional Code

Step-by-step: redeem the credit code in your AWS account

Build Production AI Agents with Managed Long-Term Memory

Blog post covering the 3 memory patterns with code

Bring AI Agents with Long-Term Memory into Production in Minutes

Hands-on tutorial with S3 Vectors and AgentCore

Sample: Multimodal Agent Tutorial

Repositorio con los demos de memoria

If you find it useful, give it a ⭐!

MemoryOS of AI Agent

Kang et al., 2025 — +49% F1 improvement

MIRIX: Multi-Agent Memory System

Wang & Chen, 2025 — SOTA 85.4%

Zep: Temporal Knowledge Graph for Agent Memory

Rasmussen et al., 2025 — 94.8% DMR

MemGPT: LLMs as Operating Systems

Packer et al., 2023 — Virtual context management