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...
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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...
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...
Introducing Meta Llama 3.2 on Databricks: faster language models and powerful multi-modal models
We are excited to partner with Meta to launch the latest models in the Llama 3 series on the Databricks Data Intelligence Platform...
Announcing Databricks Support for Amazon EC2 G6 Instances
We are excited to announce that Databricks now supports Amazon EC2 G6 instances powered by NVIDIA L4 Tensor Core GPUs. This addition marks...
Five Simple Steps for Implementing a Star Schema in Databricks With Delta Lake
We are updating this blog to show developers how to leverage the latest features of Databricks and the advancements in Spark. Most data...
Integrating Entra ID, Azure DevOps and Databricks for Better Security in CI/CD
Personal Access Tokens (PATs) are a convenient way to access services like Azure Databricks or Azure DevOps without logging in with your password...
Revolutionizing Insight into Heavy Equipment Maintenance with GenAI
Maintaining heavy equipment assets, such as oil rigs, agricultural combines, or fleets of vehicles, poses an extremely complex challenge for global companies. These...
Databricks announces significant improvements to the built-in LLM judges in Agent Evaluation
An improved answer-correctness judge in Agent Evaluation Agent Evaluation enables Databricks customers to define, measure, and understand how to improve the quality of...