Agents & Tool Use · 2024
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
An orchestrator-led multi-agent system coordinating specialized web, file, coder, and terminal agents that reaches competitive results on GAIA, AssistantBench, and WebArena as a reusable generalist template.
Editorial record
Plain-language summary
An orchestrator-led multi-agent system coordinating specialized web, file, coder, and terminal agents that reaches competitive results on GAIA, AssistantBench, and WebArena as a reusable generalist template.
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Relationships
Descendants
Conceptual ancestorEvidence: Strongly supported
ReAct: Synergizing Reasoning and Acting in LMs
Builds on the agents lineage in the archive
freshness sweep 2026
Source record
Provenance
- Record ID
- P-605
- Record created
- 2026-07-13
- Last reviewed
- 2026-07-14
- Record version
- 2
- https://arxiv.org/abs/2411.04468
- arXiv:2411.04468
Citation caveat: Citation metadata is approximate and marked unverified in the source dataset.