DSPy in Production | LLMs in Prod BLR

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Chapters (Powered by ChapterMe) - 00:00 - Zoro UK lead technical architect, masters in AI 00:15 - Zoro's DSPy app production tips and tricks 01:20 - Eight steps to build DSPy app 01:47 - DSPy pipeline for tasks 03:04 - Iterating on tasks, metrics, examples 03:26 - Translate Sanskrit texts using DSPy 06:59 - LLM production for ecommerce use case 08:44 - Amazons structured shopping experience 09:08 - DSPy Prompt optimizing, LLM agnostic 09:47 - Tuning Mistral 8B for OpenAI GPT 4O 12:23 - Hardest part of DSPy: Metrics 13:41 - Tuning weights in neural networks like genetic algorithms 14:23 - Outro: Sanskrit Translator is Open Source