Databricks Unveils Innovations in Mosaic AI to Boost Generative AI Deployment
SAN FRANCISCO, June 12, 2024 /CNW/ — Databricks, a leading Data and AI company, has announced several new enhancements to its Mosaic AI platform to help businesses streamline the application, quality improvement, and deployment of Generative AI solutions. These innovations aim to address the challenges faced by organizations as they transition Generative AI projects from pilot to full-scale production.
One of the key areas of focus for Databricks is the development of compound AI systems, which combine multiple components to enhance the accuracy and quality of Generative AI models. By leveraging various tools and technologies, including retrievers, vector databases, and governance tools, organizations can achieve higher production quality and deliver more accurate and secure AI applications efficiently.
Matei Zaharia, Co-founder and CTO at Databricks, emphasizes the importance of compound AI systems in maximizing the quality and reliability of AI applications. He believes that these systems will be a significant trend in AI for 2024, and Databricks is well-positioned to capitalize on this trend with its latest innovations in Mosaic AI.
The newly launched Mosaic AI Agent Framework, Mosaic AI Agent Evaluation, Mosaic AI Tools Catalog, Mosaic AI Model Training, and Mosaic AI Gateway are designed to help customers build production-quality Generative AI applications. These tools enable organizations to deploy enterprise-ready compound AI systems, fine-tune foundation models for increased quality, and ensure governance across all their Generative AI applications.
For example, Corning, a materials science company, utilized Databricks Mosaic AI Agent Framework to build an AI research assistant that indexed US patent office data, providing researchers with accurate and timely information. Similarly, FordDirect leveraged Mosaic AI Agent Framework to integrate proprietary data into a chatbot for Ford and Lincoln dealerships, while Lippert used Mosaic AI Agent Framework to evaluate GenAI applications accurately and maintain control over data sources.
Overall, Databricks’ latest innovations in Mosaic AI aim to empower organizations to overcome the challenges of deploying Generative AI solutions at scale, ensuring quality, accuracy, and governance throughout the process.
Databricks’ new tools, including Mosaic AI Agent Framework, Mosaic AI Agent Evaluation, Mosaic AI Model Training, and Mosaic AI Gateway, are now available in public preview. For more information, visit: https://www.databricks.com/product/machine-learning.
About Databricks
Databricks is the Data and AI company trusted by over 10,000 organizations worldwide, including Fortune 500 companies, to harness the power of data and AI. Headquartered in San Francisco, Databricks was founded by the original creators of Lakehouse, Apache Spark, Delta Lake, and MLflow. For more information, follow Databricks on LinkedIn, Twitter, and Facebook.
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SOURCE Databricks
