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The Product Bulb Podcast Ep. 06: Production Generative AI – Practical Use Cases and Challenges | with Apurva Misra
Join us on this Product Bulb Podcast for a deep dive into the practical applications and challenges of production generative AI with expert AI consultant and machine learning engineer, Apurva Misra. Learn about real-world use cases like customer Q&A systems that reduced human support queries by 21% and innovative applications like allergen detection. Aura shares…
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Understanding Production RAG Systems (Retrieval Augmented Generation)
1. What is RAG ? Retrieval Augmented Generation (RAG), is a method where you have a foundation model, and you have a library of personal documents – this can be unstructured data in any format. Now your goal is for answering some questions from your persona library of docs, with the help of LLM. Enter…
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