Tag
An analysis of the key differences between cloud-based and local AI agents, arguing that local agents offer better user experience due to richer environmental access, while the LLM layer becomes commoditized.
OmniParse es un repositorio que ingiere casi cualquier archivo y lo convierte en Markdown limpio y estructurado, totalmente local y sin APIs externas, ideal para pipelines de RAG y agentes locales.
This paper introduces AgentWall, a runtime safety layer for local AI agents that intercepts actions before execution, enforces declarative policies, requires human approval for sensitive operations, and logs tamper-evident trails. It is open-source and works with multiple agent platforms.
This paper introduces AgentStop, a lightweight supervisor that predicts and preemptively terminates local AI agent trajectories unlikely to succeed, reducing energy waste by 15-20% with minimal impact on task performance.
Announces the ability to run fully local agent teams using NousResearch Hermes agents on systems with 24-128GB unified memory. Each agent has its own Hermes session and works collaboratively via a local orchestrator on long-running tasks.