Accessible Neural Search and Cloud-Nativeness for ML Engineers - Han Xiao & Joan Fontanals Martínez

Accessible Neural Search and Cloud-Nativeness for ML Engineers - Han Xiao & Joan Fontanals Martínez, Jina AI

Search is fundamental for understanding data. Especially when it comes to images, audios, videos, 3D-meshes, being able to search over them often means the foundation of enabling higher-level data intelligence. In this talk, Dr. Han Xiao and Joan Fontanals Martínez will talk about how they built Jina: an opensource framework for building cross-modal/multi-modal applications on the cloud. They will break down the architecture of Jina from low-level network communication, data logic, runtime system, microservice layer, and orchestration layer. The talk aims to help the audience understand the essential technologies for building a production-ready neural search system, and how Jina can help developers significantly reduce their time-to-market.