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Jina is a framework that empowers anyone to build cross-modal and multi-modal applications on the cloud. It uplifts a PoC into a production-ready service. Jina handles the infrastructure complexity, making advanced solution engineering and cloud-native technologies accessible to every developer. Build applications that deliver fresh insights from multiple data types such as text, image, audio, video, 3D mesh, PDF with Jina AI’s DocArray. Polyglot gateway that supports gRPC, Websockets, HTTP, GraphQL protocols with TLS. Intuitive design pattern for high-performance microservices. Seamless Docker container integration: sharing, exploring, sandboxing, versioning and dependency control via Jina Hub. Fast deployment to Kubernetes, Docker Compose and Jina Cloud. Improved engineering efficiency thanks to the Jina AI ecosystem, so you can focus on innovating with the data applications you build.
Features
- Support all mainstream deep learning frameworks
- Polyglot gateway that supports gRPC, Websockets, HTTP, GraphQL protocols with TLS
- Scaling at ease: set replicas, sharding in one line
- Duplex streaming between client and server
- Async and non-blocking data processing over dynamic flows
- Full observability via Prometheus and Grafana
Project Samples
