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Glossary1

Agent memoryInformation stored outside the model — files, databases — selected and re-injected into context when needed; the model itself retains nothing across calls.

Found 2 articles

A Panorama of Agent Memory Systems: An In-Depth Comparison of Five Approaches in 2026

Memory is the first-principles problem for Agents: an Agent without memory is just an advanced chatbot. This article compares five approaches (agentmemory / PlugMem / Infini-Memory / verifiable-memory / Qdrant+MemoryHub) and provides a scenario selection matrix.

2026/06/22 · AI Memory · Architecture · Agentic Infrastructure

Evidence

Vector Memory Deep Dive: A Production-Grade Memory System That Ensures AI Agents Never Lose Memory Again

State amnesia is the #1 killer in production Agent environments. We built a four-layer vector memory system based on Qdrant + BGE-m3, with 9 retrieval modes, validated with 6,675 memories in real-world use, raising Chinese search accuracy from 0% to >78%. One line curl | bash, 100% local deployment, and data sovereignty stays in your hands.

2026/06/10 · Vector Memory · Qdrant · Retrieval