Category: Multi-Agent AI
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How to Build Multi-Agent RAG Systems with Microsoft’s AutoGen: The Complete Enterprise Orchestration Guide
You’ve built a solid RAG system that handles single queries well, but what happens when your enterprise needs become more complex? What if you need one agent to research market trends, another to analyze financial data, and a third to synthesize insights—all working together seamlessly? Traditional single-agent RAG systems hit a wall when faced with…
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How to Build Multi-Agent RAG Systems with CrewAI: The Complete Enterprise Implementation Guide
The enterprise AI landscape is experiencing a seismic shift. While traditional RAG systems have served organizations well for basic document retrieval, they’re hitting a fundamental ceiling when it comes to complex, multi-step reasoning tasks. Enter multi-agent RAG systems – a revolutionary approach that’s transforming how enterprises handle sophisticated AI workflows. Recent industry data reveals that…