Features
Experiment tracking with parameters and gradients
Multimedia logging (images, media)
Real-time alerts via email and critical issues
Model performance monitoring over time
Reproducibility with Git status and uncommitted file tracking
100% compatible with Weights & Biases API
Open source (community-driven)
Self-hosted deployment (Enterprise tier)
Compute Instances (private beta, upcoming)
Inference (private beta, upcoming)
Real-time parameter and gradient visualization
Data Agent for data analysis with Python/SQL execution
Plugins Agent integrating 200+ third-party plugins
Web Agent for autonomous web browsing via Chrome extension
Auto plugin selection by the agent
Combined plugin usage for multi-step tasks
Chat-based web UI optimized for swift responses
Open-source full-stack code (backend + frontend)
Local deployment via Docker
Free online demo on OpenAgents website
Data visualization using Python libraries
Integration with 200+ plugins including Klarna, XWeather, Wolfram Alpha
Lemur foundation models for language agents (open-source)
Real-world evaluation and research support
Troubleshooting support via Discord
COLM 2024 publication with paper available
