Accessible Neural Search and Cloud-Nativeness for ML Engineers
Explore the fundamentals of neural search and cloud-native technologies for ML engineers in this 36-minute conference talk presented by Han Xiao and Joan Fontanals Martínez from Jina AI. Delve into the architecture of Jina, an open-source framework for developing cross-modal and multi-modal applications in the cloud. Gain insights into essential technologies for building production-ready neural search systems, including low-level network communication, data logic, runtime systems, microservice layers, and orchestration layers. Learn how Jina can significantly reduce time-to-market for developers working with various data types such as images, audio, video, and 3D meshes. Understand the importance of search in data comprehension and how it forms the foundation for higher-level data intelligence.