Alonso Silva
Alonso Silva is a Senior Researcher on Generative AI at Nokia Bell Labs. He previously did his Ph.D. at INRIA, a postdoc at UC Berkeley, and worked as an ML researcher at Safran.
Sessions
Knowledge graphs are excellent at representing and storing heterogeneous and interconnected information in a structured manner, effectively capturing complex relationships and attributes across different data types.
Structured text generation allows for building knowledge graphs by providing neatly structured outputs, making it an ideal method for extracting structured information.
Similarly, structured text generation enables the creation of agents by defining which tools are allowed and what action inputs are permitted.
In this talk, we first build a graph database from unstructured data and then we create an agent to query the graph database. We will show these capabilities with a demo.