{"repo":"The-Swarm-Corporation/AdvancedResearch","free":true,"listed":false,"github":"https://github.com/The-Swarm-Corporation/AdvancedResearch","clone":"git clone https://github.com/The-Swarm-Corporation/AdvancedResearch.git","description":"An open source and enterprise-grade implementation of the orchestrator-worker pattern from Anthropic's paper, \"How we built our multi-agent research system,\" using the swarms framework.","language":"Python","stars":36,"topics":["agents","ai","anthropic","claude","claude-sonnet","langchain","llms","multi-agent","swarms-agents","graphworkflow"],"license":"MIT","category":"ai-agents","readme_excerpt":"Advanced Research System (Based on Anthropic's Paper) 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. 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 With Export Functionality Advanced Configuration Batch Processing Multiple Queries Using Different Output Formats Quick Reference Task Code Documentation ------ ------ --------------- Basic Research AdvancedResearch().run(\"query\") Basic Usage → Export Results AdvancedResearch(export on=True) Export Config → Batch Processing system.batched run([queries]) Batch Processing → Custom Models AdvancedResearch(director model name=\"model\") Advanced Config → Output Formats AdvancedResearch(output type=\"json\") Output Types → Examples Ready-to-run examples demonstrating all features of the Advanced Research system: Example Description File --------- ------------- ------ Basic Usage Simple research with minimal configuration examples/basic usage.py Export Functionality Save research results to JSON files examples/export example.py Advanced Configuration Custom models, tokens","default_branch":null,"files":null,"tree":[],"storefront":"/r/The-Swarm-Corporation","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/The-Swarm-Corporation/AdvancedResearch/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}