The Long Context RAG Capabilities of OpenAI o1 and Google Gemini
Retrieval Augmented Generation (RAG) is the top use case for Databricks customers who want to customize AI workflows on their own data. The...
Enhancing RAG Accuracy: Databricks Ventures Invests in Voyage AI
We consistently hear from our customers that one of the headwinds to transitioning Generative AI applications from pilot to production is the accuracy...
Introducing Databricks Apps
Today, we are thrilled to announce the Public Preview of Databricks Apps , the fastest way for Data and AI teams to build...
Announcing GA of Provider Usage Analytics
We are announcing the General Availability of Provider Usage Analytics for Databricks Marketplace providers. This feature lets you analyze lead generation and product...
How to embed AI/BI Dashboards into your websites and applications
We are thrilled to announce that embedding for AI/BI Dashboards is now available. Embedding enables you to seamlessly integrate Databricks AI/BI Dashboards into...
Generating Coding Tests for LLMs: A Focus on Spark SQL
Introduction Applying Large Language Models (LLMs) for code generation is becoming increasingly prevalent, as it helps you code faster and smarter. A primary...
Build Compound AI Systems Faster with Databricks Mosaic AI
Many of our customers are shifting from monolithic prompts with general-purpose models to specialized compound AI systems to achieve the quality needed for...
From Generalists to Specialists: The Evolution of AI Systems toward Compound AI
The buzz around compound AI systems is real, and for good reason. Compound AI systems combine the best parts of multiple AI models...
ICE/NYSE: Unlocking Financial Insights with a Custom Text-to-SQL Application
Introduction Retrieval-augmented generation (RAG) has revolutionized how enterprises harness their unstructured knowledge base using Large Language Models (LLMs), and its potential has far-reaching...
Enterprise AI: Your Guide to How Artificial Intelligence is Shaping the Future of Business
What is enterprise AI? Enterprise AI combines artificial intelligence, machine learning and natural language processing (NLP) capabilities with business intelligence. Organizations use enterprise...