Research
Advancing data systems and analytics that enable scalable insights, intelligent applications, and scientific discovery.
User-defined functions (UDFs) extend the capabilities of SQL by improving code reusability and encapsulating complex logic, but can hinder the performance due to optimization and execution inefficiencies. Prior approaches attempt to address this by rewriting…
Decision intelligence with GenAI OptiGuide’s goal is to democratize decision making by bringing together optimization and generative AI tools. OptiGuide has already been used in production to answer “what if” questions of cloud supply chain…
As Retrieval-Augmented Generation (RAG) systems gain prominence for grounding large language models (LLMs) in external knowledge, constructing evaluation frameworks is critical in accelerating developments across multiple diverse languages. This talk introduces a comprehensive multilingual RAG…
Just after his NeurIPS 2024 keynote on the co-evolution of systems and AI, Microsoft CVP Lidong Zhou joins the podcast to discuss how rapidly advancing AI impacts the systems supporting it and the opportunities to…
GraphRAG helps advance AI use in complex domains like science. Thanks to enthusiastic adoption and community engagement, we’ve upgraded the pre-release version. Check out the major ergonomic and structural updates in GraphRAG 1.0.
