AI Tutor
Provides an AI-powered tutoring system leveraging Retrieval-Augmented Generation (RAG) for personalized learning experiences.
About
The AI Tutor is a comprehensive RAG-based tutoring system designed to offer personalized learning support. It integrates a RAG MCP server for knowledge base management and an MCP Host for agent orchestration via FastAPI. This system excels at processing and indexing student-specific PDF and DOCX files, enabling semantic search across their learning materials, and delivering intelligent responses powered by OpenAI GPT-4. With features like intent analysis, risk detection, and Azure Blob Storage integration, it creates a tailored educational environment for each student.
Key Features
- Semantic search across student's learning materials
- OpenAI GPT-4 powered responses
- Intent analysis and risk detection
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- PDF and DOCX file processing and indexing
- Personalized knowledge base for each student
Use Cases
- Onboarding new students with personalized study materials
- Providing multi-subject learning support from various documents
- Offering interactive AI tutoring based on uploaded content
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