{"repo":"bflaven/ia_usages","free":true,"listed":false,"github":"https://github.com/bflaven/ia_usages","clone":"git clone https://github.com/bflaven/ia_usages.git","description":"An overview of the possibilities offered by artificial intelligence (AI) to serve as a technical basis for a digital product offering: from understanding, personalization, design of machine learning models and its deployment through an API built with FastAPI into the Cloud","language":"Python","stars":27,"topics":["ai","api","automation","datascience","docker","fastapi","poetry","production","productivity","python"],"license":null,"category":"deployment-docker-iac","readme_excerpt":"ia usages Using the french acronym \"Intelligence Artificielle\" (IA) instead of the english one \"Artificial intelligence\" (AI) for the directory name. Introduction DENIA the project behind this repository This repository contains part of the thinking, experiments, and use cases that informed the design and conception of DENIA (Direction des Environnements Numériques et IA) — an AI microservices orchestrator designed and deployed at France Médias Monde to process multilingual content — transcription, translation, summarisation, and semantic categorisation — across 15+ languages, 61 editorial programmes, and 2000 users, built on Mistral 7B open source with a routing architecture enabling seamless switching to paid APIs. DENIA video presenting the project behind Here is a video presenting DENIA, an AI Microservices Orchestrator: How France Médias Monde Scales Multilingual News in 15+ Languages AI Microservices Orchestrator: How France Médias Monde Scales Multilingual News in 15+ Languages https://youtu.be/jJ3szjm8I20 This video has been made with the help of AI. - Voice: Roger - Laid-Back by ElevenLabs - Music: \"uWu Victory\" by Rod Kim - Storyboard: Claude Code Thanks to Olga and Olivier Other posts All the latest posts dedicated to artificial intelligence usages are brought together in this repository for convenience. You can find all videos related to these posts dedicated to artificial intelligence at https://www.youtube.com/playlist?list=PL999tA6UKRx 8ud6HfYg Fn-ZFFyVvhr2 1. ","default_branch":null,"files":null,"tree":[],"storefront":"/r/bflaven","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/bflaven/ia_usages/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}