Jina NOW - get your neural search case up and running in minutes.
Project description
One line to host them all. Bootstrap your image search case in minutes.
NOW gives the world access to customized neural image search in just one line of code. Main features
- 🐥 Easy: No engineering skills required
- 🐎 Fast: Set up your search case within minutes
- 🌈 Quality: If you provide labels to your documents, Jina NOW fine-tunes a model for you
- 🌳 Reliable: We take care of the deployment and maintenance (coming soon)
Installation
pip install jina-now
In case you need sudo for running Docker, install and use jina-now using sudo as well.
Mac M1
For the Mac M1 it is generally recommended using a conda environment as outlined in the Jina documentation.
Usage
jina-now [start | stop] --data [pushpullid | localpath | url] --quality [medium | good | excellent] --cluster [k8s-cluster-name]
quick start
jina-now start
use cli parameters
jina-now start --quality medium --data /local/img/folder
Cleanup
jina-now stop
Requirements
python 3.7,3.8or3.9
Local execution
dockerinstallation- 10 GB assigned to docker
- user must be permitted to run docker containers
Google Cloud deployment
- billing account enabled
Jina Flow as a service
- no further requirements (coming soon)
Supported Modalities (more will be added)
- Text
- Image
- Audio
- Video
- 3D mesh
- ...
Examples
Fashion
Fine-tuned on category, gender and product variant
Chest X-Ray
Fine-tuned on diagnoses given by doctors
NFT - bored apes
Fine-tuned on the attributes of the Apes
Art
Fine-tuned on the art genre
Cars
Color invariant fine-tuning on the car model
Street view
Fine-tuned on country classification
Birds
Fine-tuned on bird species
Now use your custom data :)
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
