… System and package requirements Python ≥3.11, None: this hook will fire off every frequency MD steps, bringing the temperature from t start to t end self.frequency = frequency self.t start = t start self.t end = t end self.cooldown steps = cooldown steps self.stage = DynamicsStage.BEFORE STEP self.… …
… The deep research agent uses the create deep agent factory from LangChain’s deepagents library. from deepagents import create deep agent return create deep agent model=self.llm provider.get LLMRole.ORCHESTRATOR , system prompt=orchestrator prompt, tools=self.tools, subagents=self.subagents, middlew… …
… Adapt for different use cases While a main benefit of Hermes is self-improvement, the example can also be customized before deployment. Update the predefined skills and OpenShell policies to fit specific workflows and environments. …
… In this post, we explain how applying agentic AI on top of the NVIDIA full-stack accelerated computing platform transforms manual, expert-limited workflows into always-on, compute-driven simulation workflows across subsurface engineering and beyond. …
… Hosted endpoints provide a fast way to prototype with the latest models before moving to self-hosted deployment paths. …
… Includes 10T+ tokens and 40M+ post-training samples, covering the full training lifecycle from foundation models to agent workflows. …
Agentic AI / Generative AI MiniMax M2.7 Advances Scalable Agentic Workflows on NVIDIA Platforms for Complex AI Applications Apr 11, 2026 By Anu Srivastava and Shruti Koparkar Discuss 0 Discuss 0 L T F R E The release of MiniMax M2.7 adds enhancements to the popular MiniMax M2.5 model, built for age… …
… This enables teams to build flexible workflows: using a frontier model for complex orchestration and planning, routing sensitive research tasks to a self-hosted model, or disabling frontier models entirely to meet strict compliance needs. …
… Coding: Code generation and debugging for developer workflows. …
… Let’s look at some benchmarks for the various workflows and configurations. …