Skip to main content
Page 1
Engineering blog

Build GenAI Apps Faster with New Foundation Model Capabilities

Following the announcements we made last week about Retrieval Augmented Generation (RAG) , we're excited to announce major updates to Model Serving. Databricks...
Engineering blog

Improve your RAG application response quality with real-time structured data

Retrieval Augmented Generation (RAG) is an efficient mechanism to provide relevant data as context in Gen AI applications. Most RAG applications typically use...
Platform blog

Announcing General Availability of Databricks Model Serving

ML Virtual Event Enabling Production ML at Scale With Lakehouse March 14, 9 AM PDT / 4 PM GMT Register Now We are...
Platform blog

Streamline MLOps With MLflow Model Registry Webhooks

As machine learning becomes more widely adopted, businesses need to deploy models at speed and scale to achieve maximum value. Today, we are...
Engineering blog

MLflow Model Registry on Databricks Simplifies MLOps With CI/CD Features

MLflow helps organizations manage the ML lifecycle through the ability to track experiment metrics, parameters, and artifacts, as well as deploy models to...
Company blog

Databricks Extends MLflow Model Registry with Enterprise Features

We are excited to announce new enterprise grade features for the MLflow Model Registry on Databricks. The Model Registry is now enabled by...
Engineering blog

MLflow v0.9.0 Features SQL Backend, Projects in Docker, and Customization in Python Models

March 28, 2019 by Sue Ann Hong and Jules Damji in Engineering Blog
Read Rise of the Data Lakehouse to explore why lakehouses are the data architecture of the future with the father of the data...
Company blog

Build, Scale, and Deploy Deep Learning Pipelines with Ease

September 6, 2017 by Sue Ann Hong and Tim Hunter in Company Blog
At the Spark Summit in San Francisco in June , we announced an open-source project Deep Learning Pipelines . Deep Learning Pipelines provides...
Engineering blog

A Vision for Making Deep Learning Simple

Try this notebook on Databricks When MapReduce was introduced 15 years ago, it showed the world a glimpse into the future. For the...
Engineering blog

Intel’s BigDL on Databricks

February 9, 2017 by Sue Ann Hong and Joseph Bradley in Engineering Blog
Try this notebook on Databricks Intel recently released its BigDL project for distributed deep learning on Apache Spark. BigDL has native Spark integration...