Shypd.aiThe largest open index of AI toolsDeepResearchAgent is an Open Source AI Agents & Automation tool that provides a hierarchical multi-agent system for deep research and general-purpose task solving. It leverages a top-level planning agent to coordinate specialized lower-level agents.
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DeepResearchAgent is an open-source, hierarchical multi-agent system designed for both deep research tasks and general-purpose problem-solving. The framework utilizes a top-level planning agent to orchestrate multiple specialized lower-level agents, enabling automated task decomposition and efficient execution across diverse and complex domains. Built on Autogenesis, a self-evolution protocol, it allows agents to dynamically instantiate, retrieve, and refine resources, improving during execution. Key components include agents for runtime logic, tools for callable capabilities, environments for stateful interfaces, memory systems for summarization, and optimizers for self-improvement. It emphasizes composability, inspectability through structured traces, and evolvability via explicit optimizers and persistent memory.
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