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F.A.I.R. Principles in Data for AI

How the FAIR Data Principles apply to Machine Learning Data and Infrastructure At Hopsworks, the FAIR Guiding Principles for scientific data management and stewardship have been a cornerstone of our approach to build a better machine learning platform. F.A.I.R. principles initially became prevalent in academia and diverse fields of research in an effort to make […]

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How Professional Services at OVHcloud can help Startups and Scaleups

Startups are the spearhead of innovation, demonstrating how one can harness technology to achieve new feats. However, as they grow, they often face tech infrastructure challenges, including rigidity and complexity, limiting their ability to innovate, pivot, and scale quickly. Another challenge is managing their cloud costs. Balancing the need for advanced, high-performing technology with affordability

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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

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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

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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

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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

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How to use AI Endpoints, LangChain and Javascript to create a chatbot

Continuation of the series of blog posts on how to use AI Endpoints with LangChain. Have a look at our previous blog posts: – Enhance your applications with AI Endpoints – How to use AI Endpoints and LangChain4j – LLMs streaming with AI Endpoints and LangChain4j – How to use AI Endpoints and LangChain to

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When should you choose MongoDB over a relational database management system (RDBMS) like MySQL?

Of all the non-relational database engines (NoSQL) that have emerged in the last decade, MongoDB is without a doubt the most widely used. Source-available, powerful, flexible and scalable, MongoDB covers a wide range of use cases. Many, including startups, choose it to ensure they are not limited in their technological choices, so they can scale

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How can startups create AI responsibly?

The AI hype cycle has moved faster than any other in human history. From the introduction of ChatGPT, the proliferation of AI applications in the last year, to investor reticence because of heavy GPU usage, the pace has been unprecedented. In addition, discussions on ethics have led to agreements like the recent AI Act and

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