Artificial Intelligence in R&D: Leveraging Graph RAG for Competitive Advantage
July 10, 2025
A blog by R&D AI leader Nicolas Pineau on unlocking innovation in R&D through Graph RAG and AI. Discover how knowledge graphs and Retrieval-Augmented Generation can boost research productivity and deliver strategic advantage.
MarkLogic’s triple store allows us to use custom inferencing rules, consumer profiles and dynamic behavior to build a simple, foundational, semantic recommendation engine.
Your application is live in production, you have millions of documents, and now you want to change a database setting or add a custom index. You know that when you move these changes to production it’s going to take hours, maybe days to re-index all the affected documents and while MarkLogic is re-indexing it’s going to take up resources. You need a solution to mitigate the impact of Re-indexing.
A car without effective brakes might be good for the drag strip, it isn’t good for driving your kids around. Is speed any reason to have a database that doesn’t provide transactions?