Using MLflow AI Gateway and Llama 2 to Build Generative AI AppsAugust 24, 2023 by Kasey Uhlenhuth, Xiangrui Meng, Hagay Lupesko, Sean Owen, Corey Zumar, Liang Zhang, Ina Koleva, Vladimir Kolovski and Arpit Jasapara in Data Science and ML To build customer support bots, internal knowledge graphs, or Q&A systems, customers often use Retrieval Augmented Generation (RAG) applications which leverage pre-trained models...
Announcing the MLflow AI GatewayJuly 25, 2023 by Arpit Jasapara, Ben Wilson, Corey Zumar, Harutaka Kawamura, Mingyu Li, Vladimir Kolovski and Zhe Wang in Engineering Blog If you're an existing Databricks user, fill out the signup form and contact your Databricks representative to enroll in the AI Gateway Private...
Actioning Customer Reviews at Scale with Databricks SQL AI FunctionsMay 10, 2023 by Vinny Vijeyakumaar in Engineering Blog Every morning Susan walks straight into a storm of messages, and doesn't know where to start! Susan is a customer success specialist at...
PyTorch on Databricks - Introducing the Spark PyTorch DistributorApril 20, 2023 by Brian Law and Rithwik Ediga Lakhamsani in Engineering Blog Background and Motives Deep Learning algorithms are complex and time consuming to train, but are quickly moving from the lab to production because...
Synthetic Data for Better Machine LearningApril 12, 2023 by Sean Owen in Engineering Blog You've likely tried the buzziest advances in generative AI in the past year, tools like ChatGPT and DALL-E . They consume complex data...