Published inTDS ArchiveClassify Jira Tickets with GenAI On Amazon BedrockReplace traditional NLP approaches with prompt engineering and Large Language Models (LLMS) for Jira ticket text classificationNov 4, 20241Nov 4, 20241
Evaluating LLM Systems: Best PracticesGuide to evaluating LLM systems: Covers embedding models, reranking, information retrieval, LLM calls, and end-to-end metrics.Sep 4, 2024Sep 4, 2024
Optimizing CTR Model Training on 1B+ DatapointsTraining deep learning models on larger datasets is challenging. We’ll go over some uncommon optimizations for a CTR model training job.Aug 1, 2024Aug 1, 2024
Run a PyTorch Model on AWS Inferentia2Build a simple multilayer perceptron (MLP) model in PyTorch and run it on AWS Inferentia2Jul 5, 2024Jul 5, 2024
Is A Chat Bot The Answer to Search?We’ll discuss semantic search, hybrid search, and other techniques to improve search without adding an LLM based chat interface to it.Jun 24, 2024Jun 24, 2024
Rethinking AI Agents: Why a Simple Router May Be All You NeedAchieving better performance in your AI applications by using an LLM as a simple router vs an agent.Mar 18, 20241Mar 18, 20241