Jina NOW - get your neural search case up and running in minutes.
Project description
One command to host them all. Bring your search case into the cloud in minutes.
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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:
- Run
conda install grpcio tokenizers protobuf - 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.
2. Choose your data source. Choose between demo datasets, a custom DocumentArray, local folder, or S3 bucket.
- If you choose
docarray.pullor DocumentArray URL, NOW asks for your DocumentArray ID or URL. - If you choose local path, NOW asks for the folder's path:
3. Choose your deployment type. We recommend cloud deployment to run your app on our servers. Alternatively, you can deploy locally.
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.
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.
Example of the playground.
Example of the Swagger UI.
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
☢️ Chest X-Ray
💰 NFT - bored apes
🖼 Art
🚗 Cars
🏞 Street view
🦆 Birds
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