…Each agent in a multi-agent pipeline carries its own expanding KV cache, system prompt, tool definitions, and conversation history. That KV cache and any new tokens must be routed through trillion…
…With tool-calling, adapting to new requirements means more tools, more inference calls, and more complexity. With code agents, the SLM composes new strategies at runtime from the same simple primitives. Code…
…The frontend Multi-protocol support Agent harnesses are increasingly adopting v1/responses and v1/messages over v1/chat/completions to cleanly handle new patterns including interleaved thinking and tool calls. The key…
…Inference for autonomous AI agents Agentic tools often need to process massive context windows. OpenClaw, for example, is an AI agent runtime that requires these large context windows to comprehend requests and…
…As agentic tools continue to evolve, gaining new capabilities, integrations, and autonomy, the attack surface evolves with them. The principles outlined in this post should be revisited as new features come out…
…reinforcement learning (RL) for training models with new specialized skills such as coding or engineering, and agentic actions , which enable AI agents to use tools like web browsers, databases, code interpreters, and…
…the new features, including the Alpamayo and MoE examples, in the updated TensorRT Edge-LLM GitHub repo or through the latest NVIDIA DriveOS releases. Discuss (0) Discuss (0) Tags Developer Tools & Techniques…
…Combining LLM agents with GPU acceleration from tools like NVIDIA cuDF and NVIDIA cuML allowed for much faster creation and testing of new ideas, helping build and improve many machine learning models…
…with the tools used to orchestrate the agent: Nemotron Speech Nemotron RAG Nemotron Safety Nemotron Reasoning LangGraph Documentation Stay up to date on NVIDIA Nemotron by subscribing to NVIDIA news and following…
…March 21st, 2023 - Windows 531.44, Linux 525.47.14 New: VK_KHR_map_memory2 VK_NV_displacement_micromap NVIDIA Displacement Micro-Map Toolkit March 11th, 2023 - Windows 531.32, Linux 525…
