Prototyping to Production — 15 RAG Strategies You Need Bijit Ghosh · Follow 7 min read · Just now Blueprint to transforming LLM prototypes into resilient, production-grade solutions that redefine what’s possible. A Leap Beyond Prototyping In the realm of AI, the journey from prototype to production is often fraught with challenges. While the initial excitement of crafting a Large Language Model (LLM), Small Language Model (SLM), or Multimodal Application is palpable, transforming that prototype into a scalable, reliable, and production-ready solution requires a nuanced understanding of the intricacies involved. This transition isn’t merely about scaling hardware or refining algorithms; it involves a deep dive into the symbiotic relationship between data, model architecture, and real-world application demands. In this blog post, we’ll explore 15 advanced Retrieval-Augmented Generation (RAG) techniques […]
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