SERVICES

The experts to develop your HPC / AI applications

  • cloud-native

    HPC experts

    Orchestrate your calculation resources through Slurm on HPC. Offload from cloud to HPC and back when it needs to. Ask us for the setup & deployment of your high-availability, distributed data processing workflows.

  • k8scolor

    Kubernetes Experts

    Value your data by efficiently orchestrating your calculation resources through Kubernetes. Train your teams, or trust us with the setup & deployment in production of your high-availability, distributed data processing systems.

  • ia-mlcolor

    AI / LLM services

    Make use of your data to generate high-value business decisions by using advanced models and especially the new Large Language Models (LLM). We support you from the fine-tuning of your models to the development of your custom solutions.

Our expertise in figures

  • 7

    years

  • 18

    experts at your service

  • 23

    technologies mastered

  • 36

    successful projects

Our customers

  • sanofi

    IA/ML & DataOps development

  • orange

    Distributed processing infrastructures

  • ATOS2

    DataOps platform

  • keolis

    Edge-to-Cloud architecture

  • dataco

    Cloud migration

  • clauger

    Automatic container deployment

Our partnerships & technologies

  • certif-kube

  • orange-cloudstarter

  • microsoft-startup

  • python

Our publications

Advanced Data Analytics and Generative AI apps orchestration on the Cloud-HPC continuum

Abstract In an era of rapid digital transformation, enterprises face growing demands for efficient, scalable, and cost-effective data analytics and AI processing solutions. Ryax offers a next-generation compute and workflow orchestration platform designed for the execution of compute intensive apps upon diverse infrastructure environments, including Cloud, Edge, on-premises, and HPC. This whitepaper introduces Ryax key […]

Llama2 available for inference

Open source LLM Llama 2 available for inference Llama2 inference in a few clicks Thanks to new LLM Llama2 availability for inference into Ryax platform, deploy and use Llama 2 without any code, in a few clicks ! The LLM is deployed on a serverless architecture – that can be on premise or on any […]

Fine-tune LLM Falcon 7B on your data

Fine-tune open source LLM on your data Having your custom and private LLM can be a key asset in the competition. Trained on your data, with your specific inputs, your LLM is more accurate than ever !  Ryax helps you at each step of your LLM journey fine-tuning of any open source LLM (here w’re using […]

Ryax 23.06 aka “HPC release” is out

RYAX 23.06 aka “HPC release” is out ! We’re happy to share the latest version of Ryax, with new amazing features, all dedicated to HPC – High Performance Computing ! As always, we’re community-driven, and these features were asked by the community and the customers. New features as HPC offloading using Singularity with multi user […]

“No shadow chatGPT” – Build your centralized & monitored chatGPT service

No Shadow chatGPT – Build your centralized & monitored chatGPT service Needless to say, chatGPT and generative AI are revolutionizing the world with new uses, increasing productivity in so many ways! This usage is largely adopted even in enterprise, each person using its own access to chatGPT, with the risks we’ve seen in the last […]

Research paper: Towards a Multi-objective Scheduling Policy for Serverless-based Edge-Cloud Continuum

Research paper: Towards a Multi-objective Scheduling Policy for Serverless-based Edge-Cloud Continuum Luc Angelelli, Anderson Andrei Da Silva, Michael Mercier, Grégory Mounié, Denis Trystram, Yiannis Georgiou In collaboration with UGA (Université Grenoble Alpes), MIAI (Multidisciplinary Institute in Artificial Intelligence), and in the context of PHYSICS H2020 EU project, the research related to this article, allows us […]

An Image Generative tool for your backend

StableDiffusion Image generator in your backend AI Image Generative tools are great, but how to use them in an application ? There’s many solutions to call an external (and paid) API service, but ther’s also an opensource alternative, ‘StableDiffusion‘, that you can install and use for free. Use RYAX and our StableDiffusion action – no […]

Tutorial – Coding a serverless backend application with Ryax : WikiRacing Use-Case [Episode 1]

[Tutorial] Coding a serverless backend application with Ryax : WikiRacing Use-Case (Episode 1) In this live video, let’s see how Charles is developing a backend application using Ryax to scrape, process, and store data for a WikiRacing use case.   Links: Ryax: https://ryax.tech/ Ryax default actions: https://gitlab.com/ryax-tech/workflow… Github for the code: https://github.com/MarshallCharles/ry… Wikipedia python api: […]

Tutorial – Write javascript action in Ryax

Tutorial – Custom javascript & node.js actions in Ryax Ryax now supports actions written in Javascript ! Instead of Python or C# that are also available for new actions, you can create your custom actions in Javascript which can be interesting to use any existing javascript library  Here’s a tutorial on how to create a […]

Ryax 23.03.0 is out !

RYAX 23.03.0 is out ! We’re happy to share the latest version of Ryax, with new amazing features ! As always, we’re community-driven, and these features were asked by the community and the customers. New features as NodeJS Action support Project variables to share variables and files between all the workflow of your project With […]

Ryax solves new use-cases every day