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Jina NOW - get your neural search case up and running in minutes.

Project description

Jina NOW logo: The data structure for unstructured data
One command to host them all. Bring your search case into the cloud in minutes.
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Python 3.7 3.8 3.9 3.10 PyPI

Jina NOW logo: The data structure for unstructured data

NOW gives the world access to neural image search with just one command.

  • Cloud: We handle deployment and maintenance.
  • 🐎 Fast and easy: Set up your search use case in minutes with minimal effort.
  • 🌈 Quality: You provide the labels, NOW fine-tunes the model.
  • Nocode: Non-technical people can deploy with ease.

Read how Jina NOW is production ready.

Install

pip install jina-now

If you need sudo to run Docker, use sudo to install and use Jina NOW as well.

Mac M1

For the M1 we recommend using a Conda environment. In a new Conda environment:

  1. Run conda install grpcio tokenizers protobuf
  2. Run pip install jina-now.

Quick start

jina now start

1. Choose your app. Currently, we support image or text search, but in future, we'll add many more options.

Screenshot 2022-05-31 at 01 08 25

2. Choose your data source. Choose between demo datasets, a custom DocumentArray, local folder, or S3 bucket.

  • If you choose docarray.pull or DocumentArray URL, NOW asks for your DocumentArray ID or URL.
  • If you choose local path, NOW asks for the folder's path:
question-local-path

3. Choose your deployment type. We recommend cloud deployment to run your app on our servers. Alternatively, you can deploy locally.

question-deployment

For local deployment, NOW asks where you want to deploy it and reads your local .kube/config and lists all Kubernetes clusters you have access to. If you don't want to use an existing cluster, you can create a new one locally.

question-cluster

4. Follow the links. After NOW finishes processing, you'll see two links:

  • The Swagger UI is useful for frontend integration.
  • The "playground" lets you run example queries and experiment with your search use case.
Screenshot 2022-05-26 at 16 34 56

Example of the playground.

Screenshot 2022-05-26 at 16 36 49

Example of the Swagger UI.

Screenshot 2022-05-26 at 16 36 06

More information on using Jina NOW CLI and API

Supported apps (more coming soon)

  • 📝 ▶ 🏞 Text to Image search
  • 🏞 ▶ 📝 Image to Text search
  • 🏞 ▶ 🏞 Image to Image search
  • 📝 ▶ 📝 Text to Text search
  • 🥁 ▶ 🥁 Music to Music search
  • 📝 ▶ 🎥 Text to Video search (for GIFs)
  • 📝 ▶ 🧊 Text to 3D Mesh search (coming soon)

Example datasets

👕 Fashion image
☢️ Chest X-Ray
💰 NFT - bored apes
🖼 Art image
🚗 Cars image
🏞 Street view image
🦆 Birds image

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