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Designing Pareto-optimal RAG workflows with syftr
Navigate the complexity of agentic AI with syftr, an open source tool for finding Pareto-optimal GenAI workflows. Learn more in the blog post.
This two-stage approach — first multi-objective configuration search, then prompt refinement — highlights the benefits of combining syftr with specialized downstream tools, enabling modular and flexible workflow optimization strategies. Pareto frontiers eventually flatten after an initial rise, with diminishing returns in accuracy relative to steep cost increases, underscoring the need for tools like syftr that help pinpoint efficient operating points. Importantly, this initial investment is minimal relative to the long-term gains from deploying optimized workflows, whether through reduced compute usage, improved accuracy, or better user experience in high-traffic systems.
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