Jina is used for building multimodal AI services and pipelines that communicate via gRPC, HTTP and WebSockets, then scale them up and deploy to production. Jina provides a smooth Pythonic experience for serving ML models transitioning from local deployment to advanced orchestration frameworks like Docker-Compose, Kubernetes, or Jina AI Cloud. Jina makes advanced solution engineering and cloud-native technologies accessible to every developer.

Key features of Jina:

• Jina Embeddings: A set of high-performance sentence embedding models that translate textual inputs into numerical representations, capturing the semantics of the text.
• Reranker: Jina’s cutting-edge reranker API refines search results from vector search or dense retrieval models, enhancing search relevancy and accuracy.
• Open Source.
• Cloud-Native Framework: Jina helps developers build high-performing cloud-native applications, services, and systems..

To check the installation of Jina, follow the steps below: i) Update the instance with ‘sudo apt-get update’ and then become the root user by running ‘sudo su’. ii) Change the directory to /root by running: cd /root iii) Activate the virtual environment myenv by running: source myenv/bin/activate iv) Run the given command to verify the installation of Jina: pip show jina Version of Jina installed: 3.23.5

 We at Apps4Rent help you deploy Jina across different operating systems on Azure. Tested by the Apps4Rent engineers, Jina on Debian 11 is supported by Azure cloud infrastructure precisely. In case you have any issues, our Azure experts are available 24/7 via phone, chat, and email. Get in touch today!

Disclaimer: Apps4Rent does not offer commercial licenses of any of the products mentioned above. The products come with open source licenses. 

Default ports:

• SSH: 22
• HTTP: 80
• HTTPS: 443

Learn More:

Managed Azure services
Solutions on Microsoft Azure