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An enhanced implementation of the orchestrator-worker pattern from Anthropic’s paper, “How we built our multi-agent research system”, built on top of the bleeding-edge multi-agent framework swarms. Our implementation of this advanced research system leverages parallel execution, LLM-as-judge evaluation, and professional report generation with export capabilities. Repository: AdvancedResearch

Installation

Environment Variables

Note: At minimum, you need EXA_API_KEY for web search functionality. For LLM functionality, you need either ANTHROPIC_API_KEY or OPENAI_API_KEY.

Quick Start

Basic Usage