> Markdown version of [/videos/100433-vector-graph-or-key-value-choosing-your-agent-s-memory](https://www.wearedevelopers.com/videos/100433-vector-graph-or-key-value-choosing-your-agent-s-memory). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Vector, Graph, or Key Value? Choosing Your Agent's Memory Expanding context windows won't cure your AI agent's amnesia. Stop burning tokens and learn whether vector, graph, or key-value memory is the right architecture for your application. - **Speakers:** [Elizabeth Fuentes Leone](https://www.wearedevelopers.com/@elizabeth-fuentes-leone) - **Event:** World Congress 2026 North America - **Published:** September 24, 2026 - **Duration:** 17:41 - **URL:** https://www.wearedevelopers.com/videos/100433-vector-graph-or-key-value-choosing-your-agent-s-memory ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Exploring different industry approaches to AI agent memory](https://www.wearedevelopers.com/videos/1846-what-is-agent-memory-william-lyon) (from "What is Agent Memory? - William Lyon") - [Best practices for evolving agent memory](https://www.wearedevelopers.com/videos/100516-context-engineering-how-machines-remember-and-forget) (from "Context Engineering: How machines remember and forget") - [Structuring agent memory with short-term and reasoning layers](https://www.wearedevelopers.com/videos/1846-what-is-agent-memory-william-lyon) (from "What is Agent Memory? - William Lyon") - [Designing short-term and long-term memory for intelligent agents](https://www.wearedevelopers.com/videos/100318-context-graphs-for-explainable-decision-aware-ai-agents) (from "Context Graphs for Explainable, Decision-Aware AI Agents") - [Six core principles for building effective agent memory](https://www.wearedevelopers.com/videos/1961-solving-ai-amnesia-building-infinite-memory-for-agents-without-the-ram) (from "Solving AI Amnesia: Building "Infinite Memory" for Agents without the RAM") - [Building a competitive moat through structured agent memory scopes](https://www.wearedevelopers.com/videos/100560-microagents-the-microservices-of-the-agentic-era) (from "MicroAgents: The Microservices of the Agentic Era") ## Related Articles - [Introducing Redis Agent Memory Server](https://www.wearedevelopers.com/magazine/699-introducing-redis-agent-memory-server) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [Everything a Developer Needs to Know About MCP with Neo4j](https://www.wearedevelopers.com/magazine/604-everything-a-developer-needs-to-know-about-mcp-with-neo4j) - [ I Gave a Video Editor More Autonomy Than a Trading Bot. On Purpose.](https://www.wearedevelopers.com/magazine/773-i-gave-a-video-editor-more-autonomy-than-a-trading-bot-on-purpose) ## Related Jobs - [LLM Training Engineer](https://www.wearedevelopers.com/jobs/48420-llm-training-engineer) at **Sciforium** - [Staff Software Engineer, GitHub Intelligence (Copilot Agents)](https://www.wearedevelopers.com/jobs/ext/2650582-staff-software-engineer-github-intelligence-copilot-agents) at **GitHub** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty** - [Senior AI Developer](https://www.wearedevelopers.com/jobs/ext/2836034-senior-ai-developer) at **PwC** - [MLOps AI Engineer](https://www.wearedevelopers.com/jobs/ext/2565312-mlops-ai-engineer) at **TeamViewer Germany GmbH,** - [AI Software Engineer (Germany)](https://www.wearedevelopers.com/jobs/48317-ai-software-engineer-germany) at **Sunhat**