Application to help find best train itinerary, uses speech to text, has a spam filter to segregate invalid inputs, NLP and Pathfinding algos.

Overview

T-IAI-901-MSC2022 - GROUP 18

Gestion de projet

Notre travail a été organisé et réparti dans un Trello.

https://trello.com/b/X3s2fpPJ/ia-projet

Installer les dépendances du projet

Dépendances obligatoires pour les Jupyter Notebook

pip install notebook
pip install numpy
pip install pandas
pip install matplotlib
pip install scikit-learn
pip install pymongo
pip install langdetect
pip install nltk
pip install dnspython
pip install python-slugify
pip install spacy
python -m spacy download fr_core_news_sm
python -m spacy download fr_core_news_lg

# Reconnaissance vocale
sudo apt-get install portaudio19-dev
pip install PyAudio
pip install SpeechRecognition

Dépendances supplémentaires obligatoires pour l'interface web

pip install Flask
pip install python-dotenv
pip install simplejson

Interface web

Installer la plateforme

  • Créer un projet sur Google Maps Platform.
  • Activer les APIs Directions API et Maps JavScript API.
  • Créer une clé API depuis la Google Maps Platform pour utiliser les services.
  • Copier le contenu du fichier app/.flasken.example dans un nouveau fichier app/.flaskenv
  • Ajouter la clé API dans la variable GOOGLE_API_KEY

Lancer la plateforme

  • Se rendre dans le dossier /app.
  • Lancer la commande flask run.
  • La plateforme est accessible à l'adresse http://localhost:8000/

Notes

L'ensemble du projet a été développé avec les versions suivantes. Des versions différentes peuvent altérer les performances des algorithmes.

Python - version 3.10.0
Spacy - version 3.1.3
fr-core-news-sm - version 3.1.0
fr-core-news-lg - version 3.1.0
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