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Multi Agent Recommender System (MARS)

A Telegram Bot and API that helps users with namaz-related questions using a multi-agent recommender architecture.
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Project Goal and Description

The goal of this project is to build a multi-agent recommendation system that assists users with Islamic prayer guidance through an interactive Telegram bot. The system is backed by a FastAPI server and uses MongoDB to store users and conversations.

Key Objectives:

• Provide helpful recommendations and answers about namaz in a conversational way.
• Maintain and analyze user interactions to improve personalized responses.

System Structure:

• A Telegram bot (using python-telegram-bot) that communicates with users.
• A FastAPI backend that handles data storage, business logic, and API routing.
• A MongoDB database accessed via the async motor driver.

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Built With

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Contacts

• Black-persik – @black_persik
• tabletka_812 – @tabletka_812
• eerterr – @eerterr
• Leo_Vesin – @Leo_Vesin
• Desgun4ik – @Desgun4ik
• Project: github.com/swp-team-1/mars_bot_1.5

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