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How we built our multi-agent research system

Engineering at AnthropicClaude now has Research capabilities that allow it to search across the web, Google Workspace, and any integrations to accomplish complex tasks.The journey of this multi-agent system from prototype to production taught us critical lessons about system architecture, tool design, and prompt engineering. A multi-agent system consists of multiple agents (LLMs autonomously using tools in a loop) working together. Our Research feature involves an agent that plans a research pro...

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