Jina Neural Search

Jina is geared towards building search systems for any kind of data, including text, images, audio, video and many more. With the modular design & multi-layer abstraction, you can leverage the efficient patterns to build the system by parts, or chaining them into a Flow for an end-to-end experience.

• Search anything - Large-scale indexing and querying of unstructured data: video, image, long/short text, music, source code, etc.
• Save time - The design pattern of neural search systems, from zero to a production-ready system in minutes.
• Own your stack - Keep an end-to-end stack ownership of your solution, avoid the integration pitfalls with fragmented, multi-vendor, generic legacy tools.
• First-class AI models - First-class support for state-of-the-art AI models, easily usable and extendable with a Pythonic interface.
• Fast & cloud-ready - Decentralized architecture from day one. Scalable & cloud-native by design: enjoy containerizing, distributing, sharding, async, REST/gRPC/WebSocket.