Build an Autonomous AI Assistant with Mosaic AI Agent Framework
Large language models are revolutionizing how we interact with technology by leveraging advanced natural language processing to perform complex tasks. In recent years...
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Tealium and Databricks: Providing Real-Time Insights and AI-Driven Customer Experiences
Learn how Tealium uses Databricks to power elements of its real-time streaming Customer Data Platform (CDP). This platform gives clients access to comprehensive customer insights and enables personalized marketing and customer engagement. With Databricks Mosaic AI, Tealium can securely build, deploy, evaluate and govern AI and ML solutions — from building predictive ML models to deploying the latest GenAI apps.
Xcel Energy: Developing a RAG-based Chatbot on Databricks
"We are delving deeper into the capabilities of MLFlow tracing. This functionality will be instrumental in diagnosing performance issues and enhancing the quality...
Characterizing Datasets and Building Better Models with Continued Pre-Training
While large language models (LLMs) are increasingly adept at solving general tasks, they can often fall short on specific domains that are dissimilar...
Introducing Structured Outputs for Batch and Agent Workflows
Many AI use cases now depend on transforming unstructured inputs into structured data. Developers are increasingly relying on LLMs to extract structured data...
Securing the Future: How AI Gateways Protect AI Agent Systems in the Era of Generative AI
The Future: From Rules Engines to Instruction-Following AI Agent Systems In sectors such as banking and insurance, rules engines have long played a...
AI Agent Systems: Modular Engineering for Reliable Enterprise AI Applications
Monolithic to Modular The proof of concept (POC) of any new technology often starts with large, monolithic units that are difficult to characterize...
Aimpoint Digital: Leveraging Delta Sharing for Secure and Efficient Multi-Region Model Serving in Databricks
When serving machine learning models, the latency between requesting a prediction and receiving a response is one of the most critical metrics for...
Logically: Turbocharging GPU Inference with Databricks Mosaic AI
Founded in 2017, Logically is a leader in using AI to augment clients’ intelligence capability. By processing and analyzing vast amounts of data...
Introducing Simple, Fast, and Scalable Batch LLM Inference on Mosaic AI Model Serving
Over the years, organizations have amassed a vast amount of unstructured text data—documents, reports, and emails—but extracting meaningful insights has remained a challenge...