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====== 🤖 IA ======

  * Voir aussi [[https://icn.codeatlas.cc/doku.php?id=numerique:ia|🏛️ IA]]
  * Voir aussi [[https://forge.codeatlas.cc/doku.php?id=usine-ia|🤖 Usine-IA]]


===== Prototypes =====

  * Quelques prototypes d'IA en relation avec l'architecture :
  * **[[https://emilpoulsen.com/2020/02/26/meet-fraiboto-an-ai-based-chatbot-encapsulating-the-collective-intelligence-of-aec-organizations/|Frai-bot-o]]**, IA conversationnelle pour l'architecture (2020)
  * **[[https://fordj.org/rvba/speak-aec|SpeakAEC]]**, [[https://fordj.org/rvba/speak-aec/raw/branch/master/doc/ClashOfCompliance.pdf|IA pour la détection d'erreurs]] (2023)
  * **[[https://github.com/Licini/SmartTutorial|SmartTutorial]]**, [[https://en.wikipedia.org/wiki/Prompt_engineering#Retrieval-augmented_generation|RAG]] pour codes sources (2024)
  * **[[https://fordj.org/rvba/PDFtoDLM|PDFtoDLM]]**, IA pour la construction hors-site (2024)
  * **[[https://github.com/juanriopizzella/AnythingButton|AnythingButton]]**, ébauche d'**[[https://aria.run| Usine-IA 👷]]** (2025) 

===== Notions =====

  * [[ia:chat|🤖 Agents conversationnels]]
  * [[ia:llm|🤖 Grands modèles de langage]]
  * [[ia:dl|🤖 Apprentissage profond]]
  * [[ia:diffusion|🤖 Modèles de diffusion]]

===== Ressources =====


  * [[https://forge.apps.education.fr/informatique-lycee/cours-ia-et-education|Cours IA]]
  * [[https://forge.apps.education.fr/informatique-lycee/rag-nsi|RAG NSI]]

  * [[https://enseigner.uqam.ca/ia/|IA et enseignement à l’UQAM]]
  * [[https://pythonds.linogaliana.fr/|Python pour la data science]]

  * [[https://github.com/BuroHappoldMachineLearning/LearningMaterials|ML and Python learning material]]
  * [[https://ludo2ne.github.io/ENSAI-2A-remise-a-niveau/|Les bases Python/SQL en science des données]]

===== AEC =====

  * [[https://www.youtube.com/watch?v=66hvp5ZZfy4|IFC AI Agent Demo]] (Youtube)
  * [[https://chatgpt.com/share/678b92b5-bf58-8007-a2b8-989eb50f15e3|Freecad AI]]
  * [[https://github.com/ahujasid/blender-mcp|BlenderMCP]]

===== Urba =====

  * [[https://raw.githubusercontent.com/crubiogarcia/Urban-Dynamics-Data-Analysis-Machine-Learning/main/BachelorThesis_Urban%20Dynamics.pdf|Urban Dynamics Data Analysis]] (PDF) par [[https://crubiogarcia.github.io/|Carmen Roubio]] 
  * [[https://infoplu.fr/|infoplu.fr]]


===== Théorie =====

  * [[https://hal.science/hal-05009931v1/document|Quand l’IA rencontre l’architecture]] (pdf)
===== En cours =====


  * [[https://codeberg.org/rvba/osai/render/branch/main/README.md|🤖 IA open-source]]
  * [[wpfr>Vibecoding]]
  * [[wp>Explainable artificial intelligence|XAI]]