Eléa Petton

Solution Architect @OVHcloud

n8n rag AI agent architecture schemas

Reference Architecture: build a sovereign n8n RAG workflow for AI agent using OVHcloud Public Cloud solutions

What if an n8n workflow, deployed in a sovereign environment, saved you time while giving you peace of mind? From document ingestion to targeted response generation, n8n acts as the conductor of your RAG pipeline without compromising data protection. In the current landscape of AI agents and knowledge assistants, connecting your internal documentation with Large Language Models (LLMs) […]

Reference Architecture: build a sovereign n8n RAG workflow for AI agent using OVHcloud Public Cloud solutions Read More »

Mistral Large deployment on OVHcloud

Reference Architecture: deploying the Mistral Large 123B model in a sovereign environment with OVHcloud

Are you ready to think bigger with the Mistral Large model 🚀 ? As Artificial Intelligence (AI) becomes a strategic pillar for both enterprises and public institutions, data sovereignty and infrastructure control have become essential. Deploying advanced large language models (LLMs) like Mistral Large, under a commercial license, requires a secure, high-performance environment that complies

Reference Architecture: deploying the Mistral Large 123B model in a sovereign environment with OVHcloud Read More »

Reference Architecture: set up MLflow Remote Tracking Server on OVHcloud

Travel through the Data & AI universe of OVHcloud with the MLflow integration. As Artificial Intelligence (AI) continues to grow in importance, Data Scientists and Machine Learning Engineers need a robust and scalable platform to manage the entire Machine Learning (ML) lifecycle. MLflow, an open-source platform, provides a comprehensive framework for managing ML experiments, models,

Reference Architecture: set up MLflow Remote Tracking Server on OVHcloud Read More »

Rocket in MistralAI colors in a data center with a French rooster showing rapid LLM deployment

Mistral Small 24B served with vLLM and AI Deploy – a single command to deploy an LLM (Part 1)

You are not dreaming! You can deploy open-source LLM in a single command line. Deploying advanced language models can be a challenge! But this sometimes this arduous task is becoming increasingly accessible, enabling developers to integrate sophisticated AI capabilities into their applications. In this guide, we will walk through deploying the Mistral-Small-24B-Instruct-2501 model using vLLM

Mistral Small 24B served with vLLM and AI Deploy – a single command to deploy an LLM (Part 1) Read More »

An AI transcribing, translating and dubbing videos in any language

Master Speech AI and build your own Video Translator app with AI Endpoints!

Extend the impact of any video by embarking on the development of a transcription and translation solution for your multimedia content. Today, media and social networks are omnipresent in our professional and personal lives: videos, tweets, posts, forums and Twitch lives… These different types of media enable companies and content creators to promote their activities

Master Speech AI and build your own Video Translator app with AI Endpoints! Read More »

a robot with a lot of knowledge talking to a human

Chatbot memory management with LangChain and AI Endpoints

Use Conversational Memory to enable your chatbot to answer multiple questions using its knowledge based on previous interactions. When it comes to Conversational Applications, especially those with interfaces, the ability to remember information about past interactions is paramount. Imagine you’re talking to a Virtual Assistant or Chatbot, and you want it to remember details of

Chatbot memory management with LangChain and AI Endpoints Read More »

a bot discussing with a human in a kitchen

Build a powerful Audio Virtual Assistant in less than 100 lines of code with AI Endpoints!

Raise your hands off the keyboard and chat with your LLM by voice with this Audio Virtual Assistant! Nowadays, the creation of virtual assistants has become more accessible than ever, thanks to advances in AI (Artificial Intelligence), particularly in the field of SpeechAI and the GenAI models. We will explore how OVHcloud AI Endpoints can be leveraged to design and develop an Audio

Build a powerful Audio Virtual Assistant in less than 100 lines of code with AI Endpoints! Read More »

audio transcriber and summarizer robot

Create your own Audio Summarizer assistant with AI Endpoints!

Do you dream of being able to summarize hours of meetings in a matter of seconds? Don’t go away, we’ll explain it all here! Introduction Are you looking for a way to efficiently summarize your meetings, broadcasts, and podcasts for quick reference or to provide to others? Look no further! In this blog post, you

Create your own Audio Summarizer assistant with AI Endpoints! Read More »

Sign Language recognition with AI

Create your solution for Sign Language recognition with OVHcloud AI tools

A guide to build a solution for sign language interpretation based on a Computer Vision algorithm: YOLOv7. Introduction In the field of Artificial Intelligence, we often talk about Computer Vision and Object Detection, but what role do these AI techniques play in the vast field of healthcare? We’ll see that data plays a key role

Create your solution for Sign Language recognition with OVHcloud AI tools Read More »

fastapi for spam classification

Deploy a custom Docker image for Data Science project – A spam classifier with FastAPI (Part 3)

A guide to deploy a custom Docker image for an API with FastAPI and AI Deploy. Welcome to the third article concerning custom Docker image deployment. If you haven’t read the previous ones, you can check it: – Gradio sketch recognition app– Streamlit app for EDA and interactive prediction When creating code for a Data

Deploy a custom Docker image for Data Science project – A spam classifier with FastAPI (Part 3) Read More »