2 repos
Systems for managing, monitoring, and coordinating the execution of multiple autonomous agents and their workflows.
Distinguishing note: Focuses on the runtime management and monitoring of agent systems rather than individual model training or inference.
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MindsDB is an AI-native database engine that treats machine learning models and autonomous agents as virtual tables. By mapping external data sources, predictive models, and third-party services directly into the database schema, it enables users to perform inference, data retrieval, and complex orchestration using standard SQL syntax. The platform distinguishes itself through an autonomous agent orchestrator that executes iterative reasoning loops, allowing agents to plan data access and synthesize natural language responses from connected knowledge bases. It functions as a federated data ga
The platform provides administrative commands to create, update, and delete agent configurations, ensuring efficient management of autonomous reasoning entities within the system.
Agno is an agent operating system designed to manage the lifecycle, tool execution, and persistent state of autonomous agents across distributed infrastructure. It provides a unified runtime environment that wraps diverse agent frameworks into a consistent, interoperable protocol, allowing developers to build and deploy complex multi-agent systems that coordinate tasks and delegate sub-processes. The platform distinguishes itself through a robust governance and orchestration layer that includes human-in-the-loop approval gates, role-based access control, and a centralized API gateway. It feat
AgentOS provides a web interface to monitor multi-agent systems, connecting directly to the runtime for testing, tracing, and orchestrating agents and workflows.