OPEN SOURCE / Agents

Agent Memory Systems

Dated evidence suggests Agent Memory Systems is a candidate AI trend worth tracking.

Trend Score85

Saturation18%

GitHub 90D▲100%

Sources9

Read: Search interest is rising 100% over ~90 days, and the market looks unsaturated at 18% saturation. Rising demand with room to run — a classic pre-consensus window.

Evidence & Sources

9 sources

arXiv · 2026-03-21 · 96% matchMemoNoveltyAgent: A Historical Research Memory-Aware Agent Workflow for Paper Novelty Assessment

arXiv · 2026-05-28 · 96% matchTowards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation

AWS Machine Learning Blog · 2026-05-26 · 96% matchBuild highly scalable serverless LangGraph multi-agent systems in AWS with Amazon Bedrock AgentCore

arXiv · 2026-02-06 · 96% matchEvoMAS: Evolutionary Generation of Multi-Agent Systems

NVIDIA Blog · 2026-06-02 · 88% matchNVIDIA Jetson Brings Agentic AI to the Physical World

GitHub · 2025-07-02 · 88% matchNVIDIA-AI-Blueprints/retail-shopping-assistant

NVIDIA Blog · 2026-05-26 · 87% matchNVIDIA Vera CPU Is ‘Packing a Heavy-Hitting Punch’ Against Competition

Hacker News · 2026-06-01 · 58% matchNvidia Announces RTX Spark

Hacker News · 2026-06-01 · 58% matchNvidia and Microsoft Reinvent Windows PCs for the Age of Personal AI