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Blog • Highlights • Overview • Install • Getting Started • Documentation • Tutorials • Contributing

Koursaros is a distributed cloud platform for developing and deploying neural search and inference applications.

Koursaros leverages a general-purpose microservice architecture to enable low-latency, scalable deep neural network training and can be directly deployed to kubernetes for production.

Description

This is page is a work in progress.

Results

Install

Requirements

You need Python 3.6 or later to run Koursaros.

Stable Version

Installing via pip

We recommend installing Koursaros via pip:

pip3 install koursaros

Installation will use Python wheels from PyPI, available for OSX, Linux, and Windows.

Latest Version

Installing via pip-git

You can install the latest version from Git:

pip3 install git+https://[email protected]/koursaros-ai/koursaros.git

Getting Started

Creating a pipeline

kctl deploy app

Tutorials

• Use Koursaros to get SoTA results in dev environment on the fever.ai benchmark using pretrained models.
• Training custom models and deploying them as stubs
• Training Elastic Search BM25 algorithm using Ax Bayesian Optimizer (coming soon)
• Deploying fever.ai pipeline to production (Coming Soon)