The AI University Consultant Bot is a Telegram bot designed to assist users with inquiries related to university structure, history, and contact information. Utilizing the GigaChat language model for natural language processing and Retrieval-Augmented Generation (RAG) to provide factual responses, this bot offers accurate and relevant information to students and prospective applicants.
GigaChat is a large language model developed by Sberbank, based on the ruGPT-3.5 architecture. It is trained on extensive datasets to understand and generate human-like text. GigaChat excels in natural language understanding, allowing it to comprehend user queries effectively and generate contextually appropriate responses.
RAG combines traditional retrieval methods with generative models. In this project, RAG is used to fetch factual information about universities from a structured knowledge base. This approach enhances the responses generated by GigaChat, ensuring that users receive accurate and detailed information regarding university-related queries.
- Natural Language Understanding: The bot can interpret user inquiries in natural language, providing intuitive interactions.
- Factual Responses: By leveraging RAG, the bot retrieves accurate information about university structures, history, and contacts.
- User-Friendly Interface: Integrated with Telegram for easy access and interaction.