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March 25, 202425 - Rerankingexploring the reranker component in the 2 stage retrieval system25 minPlay
March 02, 202424 - MVP best practiceshow to define effective requirements for llm apps, and first steps after going to production29 minPlay
February 18, 202423 - LLM theory | Mike ErlihsonWhat are transformers, why it is so expensive to train a Transformer-based model and what is the architecture of the future LLMs34 minPlay
January 14, 202421 - Knowledge Graph | Jesús Barrasa (Neo4j, ENG)Indexing knowledgebases with KG for RAG applications36 minPlay
December 25, 202320 - RAG Evaluation | Jonathan Yarkoniragas framework for evaluating unstructured retrievals and generations26 minPlay
December 11, 202319 - RAGRetrieval Augmented Generation process, Llama index vs LangChain, indexing27 minPlay
November 13, 202317 - Evaluation | Philip Tannor (DeepChecks)Evaluating LLMs and AI pipeline in dev and production environments. How to work with datasets30 minPlay
October 23, 202316 - Multi modalmultimodality is a type of model that can analyze multiple data types like language, images, voice, etc.26 minPlay