Building a Memory-Driven Agent with NVIDIA NemoClaw
<img width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-768x432.jpg" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" srcset="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-768x432.jpg 768w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-179x101.jpg 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-300x169.jpg 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-625x352.jpg 625w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-1536x864.jpg 1536w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-645x363.jpg 645w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-660x370.jpg 660w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-500x281.jpg 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-160x90.jpg 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-362x204.jpg 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-196x110.jpg 196w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-1024x576.jpg 1024w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-960x540.jpg 960w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills.webp 1920w" sizes="(max-width: 768px) 100vw, 768px" title="ai-agent-skills" />Enterprise work spans messages, decisions, projects, and obligations that change over time. An AI agent that starts without this context must reconstruct it...<img width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-768x432.jpg" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" loading="lazy" srcset="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-768x432.jpg 768w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-179x101.jpg 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-300x169.jpg 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-625x352.jpg 625w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-1536x864.jpg 1536w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-645x363.jpg 645w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-660x370.jpg 660w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-500x281.jpg 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-160x90.jpg 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-362x204.jpg 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-196x110.jpg 196w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-1024x576.jpg 1024w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills-960x540.jpg 960w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/ai-agent-skills.webp 1920w" sizes="auto, (max-width: 768px) 100vw, 768px" title="ai-agent-skills" /><p>Enterprise work spans messages, decisions, projects, and obligations that change over time. An AI agent that starts without this context must reconstruct it before contributing. To provide agents with this necessary context, our team used NVIDIA NemoClaw to build a memory-driven Chief of Staff. It maintains a human-readable knowledge layer called the self model: an agent memory of relevant…</p>
<p><a href="https://developer.nvidia.com/blog/building-a-memory-driven-agent-with-nvidia-nemoclaw/" rel="nofollow" data-wpel-link="internal" target="_self">Source</a></p>
Read original article ↗
Related Articles
Frontier Reasoning Reaches the Edge: How to Deploy and Optimize Models on NVIDIA Jetson
Running reasoning and agentic AI at the edge has been harder than it needs to be. Until recently, models capable of mult
When NVIDIA launched the GeForce RTX 50 series, a major part of the hype surrounding the new GPU family was its support
APU Opens NVIDIA DGX Spark-Powered AI Lab in Malaysia
Sept. 4, 2026 — Asia Pacific University of Technology & Innovation (APU) has launched what it claims is Malaysia’s first
Acer unveils IFA lineup with AI, slim notebooks, sustainability
Acer used its next@acer global press conference in Berlin during IFA to unveil a broad lineup of new products, highlight