Saahil Ognawala

Saahil Ognawala, Head of Product at Jina AI and expert in RAG systems, dives deep into the complexities of retrieval augmented generation. He reveals why RAG systems often falter in production and how strategic testing and synthetic data can enhance performance. The conversation covers the vital role of user intent, evaluation metrics, and the balancing act between real and synthetic data. Saahil also emphasizes the importance of continuous user feedback and the need for robust evaluation frameworks to fine-tune AI models effectively.