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MIPRO and DSPy with Krista Opsahl-Ong! - Weaviate Podcast #103
Weaviate Podcast
Optimize Prompts for Greater Impact
Significant opportunities exist to enhance the effectiveness of AI programs through prompt optimization and system design. Current practices involve selecting a single optimal prompt for an entire dataset, but exploring tailored prompts for individual examples could yield superior results. Jointly optimizing prompts and weights is an area ripe for research and may lead to impactful advancements. Additionally, the criteria for a successful prompt remains largely undefined, with many effective prompts arising from intuition rather than established guidelines.
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