Accelerating Path to Production for Generative AI-powered Applications

Explore recent developments in Generative AI and their application in building intelligent applications in this 20-minute conference talk. Discover how to harness the power of large language models (LLMs) for private, real-time operational data across multiple data types. Learn about improving LLM accuracy in applications through Retrieval Augmented Generation, which incorporates proprietary knowledge. Gain insights into creating a range of AI-driven experiences that leverage operational data with minimal complexity, from real-time responses to sophisticated interactions. Understand how MongoDB Atlas's native vector search capabilities and flexible document model, combined with Confluent's streaming data capabilities, can empower teams to quickly iterate on applications enriched with generative AI.

Accelerating Path to Production for Generative AI-powered Applications