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Training Highly Scalable Deep Recommender Systems on Databricks (Part 1)

September 4, 2024 by Rithwik Ediga Lakhamsani, Asfandyar Qureshi, Karan Jariwala, Lin Yuan, Lu Wang (Mosaic AI), Saaketh Narayan and Ning Wang in Generative AI
Recommender systems (RecSys) have become an integral part of modern digital experiences, powering personalized content suggestions across various platforms. These sophisticated systems and...

Announcing Hybrid Search General Availability in Mosaic AI Vector Search

August 26, 2024 by Sergei Tsarev and Erik Lindgren in Generative AI
We're excited to announce the general availability of hybrid search in Mosaic AI Vector Search. Hybrid search is a powerful feature that combines...

Unlock Faster Machine Learning with Graviton

August 14, 2024 by Ying Chen, Lu Wang (Mosaic AI) and Lin Yuan in Generative AI
We are excited to announce that Graviton , the ARM-based CPU instance offered by AWS, is now supported on the Databricks ML Runtime...

Rolls-Royce: Harnessing the Power of Databricks Mosaic AI for Image Generation

August 7, 2024 by Jack Kelleher, Marjorie Adriaenssens, Puneet Jain, Marco Nunez (Rolls-Royce), Nima Ameri (Rolls-Royce), Shiva Babu (Rolls-Royce), Siddharth Ravichandran (Rolls-Royce) and Yashwant Gurbani (Rolls-Royce) in Generative AI
Rolls-Royce has witnessed the transformative power of the Databricks Data Intelligence Platform in various AI projects. One example is a collaboration between Rolls-Royce...

Accelerate Feature Engineering With Photon

August 2, 2024 by Ying Chen and Xiao Zhu in Generative AI
Training a high-quality machine learning model requires careful data and feature preparation. To fully utilize raw data stored as tables in Databricks, running...

Introducing Mosaic AI Model Training for Fine-Tuning GenAI Models

July 22, 2024 by Daniel King, Nancy Hung and Kasey Uhlenhuth in Generative AI
Today, we're thrilled to announce that Mosaic AI Model Training's support for fine-tuning GenAI models is now available in Public Preview. At Databricks...

Announcing Mosaic AI Agent Framework and Agent Evaluation

July 2, 2024 by Eric Peter, Akhil Gupta, Mani Parkhe, Alkis Polyzotis, Chenen Liang, Maheswaran Venkatachalam, Michael Carbin and Niall Turbitt in Generative AI
Databricks announced the public preview of Mosaic AI Agent Framework and Agent Evaluation alongside our Generative AI Cookbook at the Data + AI...

FactSet: Implementing an Enterprise GenAI Platform with Databricks

June 12, 2024 by Wilson Tsai (FactSet), Michael Edelson (FactSet), Nikhil Hiriyur Sunderraj (FactSet), Yogendra Miraje (FactSet), Ricardo Portilla, Keon Shahab and Patrick Putnam in Generative AI
"FactSet’s mission is to empower clients to make data-driven decisions and supercharge their workflows and productivity. To deliver AI-driven solutions across our entire...

Mosaic AI: Build and Deploy Production-quality AI Agent Systems

June 12, 2024 by Patrick Wendell and Naveen Rao in Data Science and ML
Over the last year, we have seen a surge of commercial and open-source foundation models showing strong reasoning abilities on general knowledge tasks...

Announcing Mosaic AI Vector Search General Availability in Databricks

May 21, 2024 by Sergei Tsarev and Oliver Chiu in Data Science and ML
Following the announcement we made around a suite of tools for Retrieval Augmented Generation, today we are thrilled to announce the general availability...
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